diff --git a/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/00_OpenSWI-deep-example.ipynb b/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/00_OpenSWI-deep-example.ipynb deleted file mode 100644 index 72ffba90849922ad7b5e6ad8de358746b4f3db0e..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/00_OpenSWI-deep-example.ipynb +++ /dev/null @@ -1,177 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import numpy as np\n", - "import sys\n", - "sys.path.append(\"../../../\")\n", - "from SWIDP.process_1d_deep import *\n", - "from SWIDP.dispersion import generate_mixed_samples,calculate_dispersion,transform_vs_to_vel_model\n", - "from p_tqdm import p_map" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "56226f27abbe4d8393a472ed15360766", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/100 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# step1: get 1d velocity model (vp model or vs)\n", - "depth_vs = np.loadtxt(\"./vs_demo.txt\")\n", - "depth = depth_vs[:,0]\n", - "vs = depth_vs[:,1]\n", - "\n", - "# step2-1: remove the thin sandwidth layer\n", - "vs = combine_thin_sandwich(vs,\n", - " depth,\n", - " thickness_threshold=12, # km\n", - " uniform_thickness=1, # km (thickness_threshold/uniform_thickness) = max_check_layers\n", - " gradient_threshold=0.05, # km/s (gradient_threshold)\n", - " return_idx=False\n", - " )\n", - "\n", - "# step2-2: smooth the vs model (selectable)\n", - "vs = smooth_vs_by_node_interp(vs,\n", - " depth,\n", - " n_nodes=20,\n", - " method=\"pchip\"\n", - " )\n", - "\n", - "# step3: find moho index\n", - "moho_idx = find_moho_depth(vs,\n", - " depth,\n", - " [5,90], # range of moho index\n", - " gradient_search=False,\n", - " gradient_threshold=0.01)\n", - "\n", - "# step4: augment the vs model\n", - "perturb_nums = 100\n", - "vs_augmented = p_map(augment_crust_moho_mantle,\n", - " [vs]*perturb_nums,\n", - " list(depth.reshape(1,-1))*perturb_nums,\n", - " [moho_idx]*perturb_nums,\n", - " [[-0.1,0.1]]*perturb_nums, # relative ratio\n", - " [[3,8]]*perturb_nums, # nodes for crust\n", - " [[8,15]]*perturb_nums, # nodes for mantle\n", - " [3]*perturb_nums, # km \n", - " [2]*perturb_nums, # km\n", - " [False]*perturb_nums,\n", - " np.random.randint(0,1000000,perturb_nums)\n", - " )\n", - "\n", - "# step5: transform the vs model to vp model\n", - "vel_models = p_map(transform_vs_to_vel_model,list(vs_augmented),[depth]*len(vs_augmented))\n", - "\n", - "# step6: calculate the dispersion curve\n", - "t = generate_mixed_samples(num_samples=300,start=1,end=100,uniform_num=100,log_num=100,random_num=100)\n", - "t = np.ones((len(vel_models),len(t)))*t\n", - "disp_data = p_map(calculate_dispersion, vel_models, list(t))\n", - "disp_data = np.array(disp_data)\n", - "vel_models = np.array(vel_models)\n", - "\n", - "# figure\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.pyplot as plt\n", - "plt.figure(figsize=(10,5))\n", - "plt.subplot(121)\n", - "plt.step(depth_vs[:,1],depth_vs[:,0],label=\"original\",c=\"k\")\n", - "for i in range(len(vel_models)):\n", - " plt.step(vel_models[i,:,2],vel_models[i,:,0],c=\"lightcoral\",alpha=0.5,linewidth=0.5)\n", - "plt.step(vel_models[10,:,2],vel_models[10,:,0],c=\"b\",alpha=1,label=\"augmented\")\n", - "plt.axhline(y=depth[moho_idx],color=\"r\",linestyle=\"--\",label=\"moho\")\n", - "plt.gca().invert_yaxis()\n", - "plt.legend()\n", - "plt.xlabel(\"Velocity (km/s)\",fontsize=12)\n", - "plt.ylabel(\"Depth (km)\",fontsize=12)\n", - "plt.xticks(fontsize=12)\n", - "plt.yticks(fontsize=12)\n", - "plt.grid(True,linestyle='--',alpha=0.5)\n", - "\n", - "plt.subplot(122)\n", - "for i in range(len(disp_data)):\n", - " plt.scatter(disp_data[i][:,0],disp_data[i][:,1],s=10,c=\"pink\",alpha=0.5)\n", - " plt.scatter(disp_data[i][:,0],disp_data[i][:,2],s=10,c=\"lightblue\",alpha=0.5)\n", - "plt.scatter(disp_data[10][:,0],disp_data[10][:,1],s=10,c=\"r\")\n", - "plt.scatter(disp_data[10][:,0],disp_data[10][:,2],s=10,c=\"b\")\n", - "plt.xlabel(\"Period (s)\",fontsize=12)\n", - "plt.ylabel(\"Velocity (km/s)\",fontsize=12)\n", - "plt.xticks(fontsize=12)\n", - "plt.yticks(fontsize=12)\n", - "plt.grid(True,linestyle='--',alpha=0.5)\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "language_info": { - "name": "python" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/01_CSEM_Eastmed.ipynb b/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/01_CSEM_Eastmed.ipynb deleted file mode 100644 index c0eabff266c2b870973b404daa105293a8850286..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/01_CSEM_Eastmed.ipynb +++ /dev/null @@ -1,964 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Eastern Mediterranean part of the Collaborative Seismic Earth Model\n", - "Details of the dataset:\n", - "\n", - "- Name: \tCSEM_Eastmed\n", - "- Title: \tEastern Mediterranean part of the Collaborative Seismic Earth Model(version 2019.12.01)\n", - "- Type:\t3-D Tomography Earth Model\n", - "- Sub Type: \tSH velocity, SV velocity\n", - "- Year\t2019\n", - "\n", - "Author(s):\t\n", - "- Andreas Fichtner\n", - " - ETH Zurich\n", - " - Zurich, Switzerland\n", - "\n", - "- Yesim Cubuk-Sabuncu\n", - " - Icelandic Meteorological Service\n", - " - Reykjavik, Iceland\n", - "\n", - "- Nienke Blom\n", - " - University of Cambridge\n", - " - Cambridge, UK\n", - "\n", - "- Alexey Gokhberg\n", - " - ETH Zurich\n", - " - Department of Earth Sciences\n", - " - Zurich, Switzerland\n", - "\n", - "Reference(s):\t\n", - "- Blom, N. and Gokhberg, A. and Fichtner, A., 202. Seismic waveform tomography of the central and eastern Mediterranean upper mantle. Andreas.Solid Earth; Gottingen Vol. 11, Iss. 2, (2020): 669-690. doi:10.5194/se-11-669-2020\n", - "\n", - "- Cubuk-Sabuncu, Y., Taymaz, T., Fichtner, A., 2017. 3-D crustal velocity structure of western Turkey: constraints from full-waveform tomography, Physics of the Earth and Planetary Interiors 270, 90-112.\n", - "\n", - "- Fichtner, A., Trampert, J., Cupillard, P., Saygin, E., Taymaz, T., Capdeville, Y., Villasenor, A., 2013. Multi-scale full waveform inversion. Geophysical Journal International 194, 534-556.\n", - "\n", - "- Fichtner, A., Bunge, H.-P., Igel, H., 2006. The adjoint method in seismology - I. Theory. Physics of the Earth and Planetary Interiors 157, 86-104.\n", - "\n", - "- Fichtner, A., Trampert, J., Cupillard, P., Saygin, E., Taymaz, T., Capdeville, Y., Villasenor, A., 2013. Multi-scale full waveform inversion. Geophysical Journal International 194, 534-556.\n", - "\n", - "- Fichtner, A., van Herwaarden, D.-P., Afanasiev, M., Simute, S., Krischer, L., Cubuk-Sabuncu, Y., Taymaz, T., Colli, L., Saygin, E., Villasenor, A., Trampert, J., Cupillard, P., Bunge, H.-P., Igel, H., 2018. The Collaborative Seismic Earth Model: Generation I. Geophysical Research Letters 45, doi:10.1029/2018GL077338.\n", - "\n", - "\n", - "DOI:\tdoi:10.17611/DP/18027082\n", - "\n", - "Depth Coverage:\t0.0 - 400.0 km\n", - "\n", - "Areal Coverage:\tLatitude: 30.0 to 45.2 Longitude: 12.0 to 45.0\n", - "\n", - "Model Description\t\n", - "- CSEM_Eastmed (V. 2019.12.01) is the Eastern Mediterranean part of the Collaborative Seismic Earth Model (CSEM, Fichtner et al., 2018). It has been constructed using multi-scale full seismic waveform inversion, combining spectral-element waveform modelling and adjoint techniques, as described in Fichtner et al. (2006, 2009). This submodel has been extracted from the variable-parameterisation CSEM onto a regular grid, readable by EMC tools. While having regional contributions from various sub-inversions, the structure in this model is dominated by the full-waveforms inversion described in Fichtner et al. (2013), Cubuk-Sabuncu et al. (2017), and Blom et al. (2020).\n", - "\n", - "Data Set Description\n", - "- Since the datasets included in the CSEM are too heterogeneous for a brief description, please see Fichtner et al. (2018) for details.\n", - "\n", - "Web Page\n", - "- [cos.ethz.ch/research/CSEM.html](https://ds.iris.edu/spud/earthmodel/18027082)\n", - "\n", - "EMC Page\n", - "- [ds.iris.edu/ds/products/emc-csem_eastmed/](https://ds.iris.edu/spud/earthmodel/18027082)\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step0: Downloading & Loading the Source Datasets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "KeysView(\n", - "Dimensions: (latitude: 77, longitude: 166, depth: 81)\n", - "Coordinates:\n", - " * latitude (latitude) float32 30.0 30.2 30.4 30.6 ... 44.6 44.8 45.0 45.2\n", - " * longitude (longitude) float32 12.0 12.2 12.4 12.6 ... 44.4 44.6 44.8 45.0\n", - " * depth (depth) float32 0.0 5.0 10.0 15.0 ... 385.0 390.0 395.0 400.0\n", - "Data variables:\n", - " vsv (depth, latitude, longitude) float32 ...\n", - " vsh (depth, latitude, longitude) float32 ...\n", - "Attributes: (12/31)\n", - " title: Collaborative Seismic Earth Model (CSEM) -...\n", - " id: csem_eastmed\n", - " summary: CSEM extraction of the Eastern Mediterrane...\n", - " keywords: Collaborative Seismic Earth Model, multi-s...\n", - " Conventions: CF-1.0\n", - " Metadata_Conventions: Unidata Dataset Discovery v1.0\n", - " ... ...\n", - " author_email: andreas.fichtner@erdw.ethz.ch\n", - " author_institution: ETH Zurich, Zurich, Switzerland\n", - " author_url: https://cos.ethz.ch/research/CSEM.html\n", - " repository_name: EMC\n", - " repository_institution: IRIS DMC\n", - " repository_pid: doi:10.17611/dp/emccsemeastmed20191201)\n" - ] - } - ], - "source": [ - "import xarray as xr\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "data_path = \"../../../Datasets/Original/OpenSWI-deep/csem-eastmed-2019.12.01.nc\"\n", - "\n", - "# load the .nc file\n", - "data = xr.open_dataset(data_path)\n", - "\n", - "# print the keys of the dataset\n", - "print(data.keys())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 1: Velocity Profile Extracting\n", - "1. Extracting\n", - "2. De-duplicating" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(77,) (166,) (81,) (81, 77, 166) (81, 77, 166)\n" - ] - } - ], - "source": [ - "latitude = np.array(data['latitude'].values)\n", - "longitude = np.array(data['longitude'].values)\n", - "\n", - "depth = np.array(data['depth'].values)\n", - "vsv = np.array(data['vsv'].values)\n", - "vsh = np.array(data['vsh'].values)\n", - "\n", - "LON,LAT = np.meshgrid(longitude,latitude)\n", - "\n", - "# print the shape of the dataset\n", - "print(latitude.shape,longitude.shape,depth.shape,vsv.shape,vsh.shape)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# average the vsv and vsh\n", - "vs = np.sqrt(vsv*vsh)\n", - "\n", - "# plot the vs\n", - "fig,axs = plt.subplots(1,3,figsize=(12,4))\n", - "axs[0].pcolormesh(LON,LAT,vsv[4,:,:],cmap='seismic')\n", - "axs[0].set_title('vs')\n", - "axs[0].set_xlabel('longitude')\n", - "axs[0].set_ylabel('latitude')\n", - "axs[1].pcolormesh(LON,LAT,vsh[4,:,:],cmap='seismic')\n", - "axs[1].set_title('vsh')\n", - "axs[1].set_xlabel('longitude')\n", - "axs[1].set_ylabel('latitude')\n", - "axs[2].pcolormesh(LON,LAT,vs[4,:,:],cmap='seismic')\n", - "axs[2].set_title('vs')\n", - "axs[2].set_xlabel('longitude')\n", - "axs[2].set_ylabel('latitude')\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# single station comparsion\n", - "fig,axs = plt.subplots(1,3,figsize=(12,4))\n", - "axs[0].step(vsv[:,0,0],depth)\n", - "axs[0].set_title('vsv')\n", - "axs[0].set_xlabel('vsv')\n", - "axs[0].invert_yaxis()\n", - "axs[1].step(vsh[:,0,0],depth)\n", - "axs[1].set_title('vsh')\n", - "axs[1].set_xlabel('vsh')\n", - "axs[1].invert_yaxis()\n", - "axs[2].step(vs[:,0,0],depth)\n", - "axs[2].set_title('vs')\n", - "axs[2].set_xlabel('vs')\n", - "axs[2].invert_yaxis()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 2: Quality Control & Interpolation" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import sys\n", - "sys.path.append('../../../')\n", - "from SWIDP.process_1d_deep import *\n", - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(81, 77, 166)" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(12782, 81)" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs = vs.reshape(vs.shape[0],-1).T\n", - "vs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "# -------------------------------------------------------\n", - "# interpolation\n", - "# -------------------------------------------------------\n", - "from scipy.interpolate import interp1d\n", - "max_depth = 300+0.1\n", - "depth_interp = np.concatenate([\n", - " np.arange(0, max_depth, 1)\n", - "])\n", - "vs_models = vs_interp = np.zeros((vs.shape[0],depth_interp.shape[0]))\n", - "for i in range(vs.shape[0]):\n", - " vs_temp = vs[i,:]\n", - " depth_interp_temp = depth_interp[:np.argmin(np.abs(depth_interp-depth.max()))]\n", - " f = interp1d(depth.reshape(-1),vs_temp,kind='nearest')\n", - " vs_temp = f(depth_interp_temp)\n", - " vs_interp[i,:len(vs_temp)] = vs_temp\n", - "vs_interp[:,len(vs_temp):] = vs_interp[:,len(vs_temp)-1].reshape(-1,1)" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs[sta_idx,:],depth,c='k')\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "e9a6a8eaf362470eacc3a9b6260fd56c", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/12782 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 3: Find the Moho " - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "731de7c920134829b1e6477dbc9e3b0f", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/12782 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " moho_depth_idx = moho_idxs[sta_idx]\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].axhline(y = depth_interp[moho_depth_idx],color='r',linestyle='--')\n", - " axs[i,j].scatter(vs_interp_rm_sandwich[sta_idx,moho_depth_idx],depth_interp[moho_depth_idx],c='r',marker='x',s=100)\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 4: Perturbation the Moho depth and velocity" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "(100, 301)" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Generate perturbed models single\n", - "i = 10\n", - "vs_orig = vs_interp_rm_sandwich[i]\n", - "# Find Moho\n", - "moho_idx = moho_idxs[i]\n", - "plt.figure()\n", - "plt.step(vs_orig,depth_interp,c='k')\n", - "plt.scatter(vs_orig[moho_idx],depth_interp[moho_idx],c='r',marker='x')\n", - "plt.axhline(y=depth_interp[moho_idx],color='r',linestyle='--')\n", - "\n", - "vs_perts = []\n", - "perturb_num = 100\n", - "random_seeds = np.random.randint(0,1000000,perturb_num)\n", - "for i in range(perturb_num):\n", - " # Generate perturbed profile\n", - " vs_pert, controle_node_t, controle_node_vs = augment_crust_moho_mantle(vs_orig, \n", - " depth_interp, \n", - " moho_idx, \n", - " vs_perturb_range=[-0.2,0.2],\n", - " crust_nodes_range=[3,8],\n", - " mantle_nodes_range=[8,12],\n", - " moho_shift_range=5,\n", - " gaussian_smooth_sigma=2,\n", - " return_nodes=True,\n", - " random_seed=random_seeds[i])\n", - " # plot the perturbed profile\n", - " plt.step(vs_pert,depth_interp,c='pink' if i !=0 else 'r',alpha=0.1 if i !=0 else 1, zorder=1 if i !=0 else 2)\n", - " # plt.scatter(controle_node_vs,controle_node_t,c='b',alpha=0.2)\n", - " vs_perts.append(vs_pert)\n", - "vs_perts = np.array(vs_perts)\n", - "plt.gca().invert_yaxis()\n", - "plt.show()\n", - "np.unique(vs_perts,axis=0).shape" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((12782, 301), (12782,))" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs_interp_rm_sandwich.shape,moho_idxs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "06ac4db5f8634f628157205fdc802536", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/12782 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs_interp_rm_sandwich))\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='k',label='original', linewidth=2)\n", - "\n", - " for k in range(perturb_num):\n", - " axs[i,j].step(aug_vs_list[k,sta_idx,:],depth_interp,c='r',label='perturbed' if k == 0 else None, linewidth=1)\n", - "\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 5: Dispersion Curve Forward Modeling" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "4d04db4006014bea9705a32dc921e684", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/76692 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vs_interp_rm_sandwich.shape[0])\n", - " \n", - " # velocity profile\n", - " for k in range(perturb_num+1):\n", - " axs[i,j*2].step(vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " linewidth=1 if k == 0 else 0.5,color='k' if k == 0 else 'r')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " for k in range(perturb_num+1):\n", - " axs[i,j*2+1].plot(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,1],\n", - " linewidth=1 if k==0 else 0.5,c='r' if k==0 else \"pink\", zorder=2 if k==0 else 1)\n", - " axs[i,j*2+1].plot(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " linewidth=1 if k==0 else 0.5,c='b' if k==0 else \"lightblue\", zorder=2 if k==0 else 1)\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((76692, 301, 4), (76692, 300, 3))" - ] - }, - "execution_count": 25, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "phase_mask = np.sum(disp_data[:,:,1] == 0,axis=1)==0\n", - "group_mask = np.sum(disp_data[:,:,2] == 0,axis=1)==0\n", - "mask = phase_mask*group_mask\n", - "\n", - "# loc = np.hstack((LON.reshape(-1,1),LAT.reshape(-1,1)))[mask,:]\n", - "vel_models = vel_models[mask,:,:]\n", - "disp_data = disp_data[mask,:,:]\n", - "\n", - "vel_models.shape,disp_data.shape" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "save_base_path = \"../../../Datasets/OpenSWI-deep/1s-100s-Aug\"\n", - "# Save processed data as compressed npz files\n", - "# np.savez_compressed(os.path.join(save_base_path, \"CSEM_Eastmed_loc.npz\"),\n", - "# data=loc.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_Eastmed_model.npz\"),\n", - " data=vel_models.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_Eastmed_disp.npz\"),\n", - " data=disp_data.astype(np.float32))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/02_CSEM_Europe.ipynb b/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/02_CSEM_Europe.ipynb deleted file mode 100644 index 1f9745e1863d79c760467a407391154744dcec48..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/02_CSEM_Europe.ipynb +++ /dev/null @@ -1,1028 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## \tEuropean part of the Collaborative Seismic Earth Model(version 2019.12.01)\n", - "Details of the dataset:\n", - "- Name: \tCSEM_Europe\n", - "- Title: \tEuropean part of the Collaborative Seismic Earth Model(version 2019.12.01)\n", - "- Type:\t3-D Tomography Earth Model\n", - "- Sub Type: \tSH velocity, SV velocity\n", - "- Year\t2019\n", - "\n", - "Author(s):\t\n", - "- Andreas Fichtner\n", - " - ETH Zurich\n", - " - Zurich, Switzerland\n", - "- Florian Rickers\n", - " - Utrecht University\n", - " - Utrecht, The Netherlands\n", - "- Yesim Cubuk-Sabuncu\n", - " - Icelandic Meteorological Service\n", - " - Reykjavik, Iceland\n", - "- Nienke Blom\n", - " - University of Cambridge\n", - " - Cambridge, UK\n", - "- Alexey Gokhberg\n", - " - ETH Zurich\n", - " - Department of Earth Sciences\n", - " - Zurich, Switzerland\n", - "\n", - "Reference(s):\t\n", - "- Blom, N. and Gokhberg, A. and Fichtner, A., 202. Seismic waveform tomography of the central and eastern Mediterranean upper mantle. Andreas.Solid Earth; Gottingen Vol. 11, Iss. 2, (2020): 669-690. doi:10.5194/se-11-669-2020\n", - "- Cubuk-Sabuncu, Y., Taymaz, T., Fichtner, A., 2017. 3-D crustal velocity structure of western Turkey: constraints from full-waveform tomography, Physics of the Earth and Planetary Interiors 270, 90-112.\n", - "- Fichtner, A., Trampert, J., Cupillard, P., Saygin, E., Taymaz, T., Capdeville, Y., Villasenor, A., 2013. Multi-scale full waveform inversion. Geophysical Journal International 194, 534-556.\n", - "- Fichtner, A., Bunge, H.-P., Igel, H., 2006. The adjoint method in seismology - I. Theory. Physics of the Earth and Planetary Interiors 157, 86-104.\n", - "- Fichtner, A., Trampert, J., Cupillard, P., Saygin, E., Taymaz, T., Capdeville, Y., Villasenor, A., 2013. Multi-scale full waveform inversion. Geophysical Journal International 194, 534-556.\n", - "- Fichtner, A., van Herwaarden, D.-P., Afanasiev, M., Simute, S., Krischer, L., Cubuk-Sabuncu, Y., Taymaz, T., Colli, L., Saygin, E., Villasenor, A., Trampert, J., Cupillard, P., Bunge, H.-P., Igel, H., 2018. The Collaborative Seismic Earth Model: Generation I. Geophysical Research Letters 45, doi:10.1029/2018GL077338.\n", - "\n", - "DOI:\tdoi:10.17611/DP/18027090\n", - "\n", - "Depth Coverage:\t0.0 - 600.0 km\n", - "\n", - "Areal Coverage:\tLatitude: 30.0 to 75.2 Longitude: -35.0 to 85.0\n", - "\n", - "Model Description:\n", - "- CSEM_Europe (V. 2019.12.01) is the European part of the Collaborative Seismic Earth Model (CSEM, Fichtner et al., 2018). It has been constructed using multi-scale full seismic waveform inversion, combining spectral-element waveform modelling and adjoint techniques, as described in Fichtner et al. (2006,2009). This submodel has been extracted from the variable-parameterisation CSEM onto a regular grid, readable by EMC tools. While having regional contributions from various sub-inversions, the structure in this model is dominated by the full-waveforms inversion described in Fichtner et al. (2013), Rickers et al. (2013), Cubuk-Sabuncu et al. (2017), and Blom et al. (2020).\n", - "\n", - "Data Set Description\n", - "- Since the datasets included in the CSEM are too heterogeneous for a brief description, please see Fichtner et al. (2018) for details.\n", - "\n", - "Web Page\n", - "- [cos.ethz.ch/research/CSEM.html](https://ds.iris.edu/spud/earthmodel/18027090)\n", - "\n", - "EMC Page\n", - "- [ds.iris.edu/ds/products/emc-csem_europe/](https://ds.iris.edu/spud/earthmodel/18027090)\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step0: Downloading & Loading the Source Datasets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "KeysView(\n", - "Dimensions: (latitude: 91, longitude: 241, depth: 61)\n", - "Coordinates:\n", - " * latitude (latitude) float32 30.0 30.5 31.0 31.5 ... 73.5 74.0 74.5 75.0\n", - " * longitude (longitude) float32 -35.0 -34.5 -34.0 -33.5 ... 84.0 84.5 85.0\n", - " * depth (depth) float32 0.0 10.0 20.0 30.0 ... 570.0 580.0 590.0 600.0\n", - "Data variables:\n", - " vsv (depth, latitude, longitude) float32 ...\n", - " vsh (depth, latitude, longitude) float32 ...\n", - "Attributes: (12/31)\n", - " title: Collaborative Seismic Earth Model (CSEM) -...\n", - " id: csem_europe\n", - " summary: CSEM extraction of Europe\n", - " keywords: Collaborative Seismic Earth Model, multi-s...\n", - " Conventions: CF-1.0\n", - " Metadata_Conventions: Unidata Dataset Discovery v1.0\n", - " ... ...\n", - " author_email: andreas.fichtner@erdw.ethz.ch\n", - " author_institution: ETH Zurich, Zurich, Switzerland\n", - " author_url: https://cos.ethz.ch/research/CSEM.html\n", - " repository_name: EMC\n", - " repository_institution: IRIS DMC\n", - " repository_pid: doi:10.17611/dp/emccsemeurope20191201)\n" - ] - } - ], - "source": [ - "import xarray as xr\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "data_path = \"../../../Datasets/Original/OpenSWI-deep/csem-europe-2019.12.01.nc\"\n", - "\n", - "# load the .nc file\n", - "data = xr.open_dataset(data_path)\n", - "\n", - "# print the keys of the dataset\n", - "print(data.keys())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 1: Velocity Profile Extracting\n", - "1. Extracting\n", - "2. De-duplicating" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(91,) (241,) (61,) (61, 91, 241) (61, 91, 241)\n" - ] - } - ], - "source": [ - "latitude = np.array(data['latitude'].values)\n", - "longitude = np.array(data['longitude'].values)\n", - "depth = np.array(data['depth'].values)\n", - "vsv = np.array(data['vsv'].values)\n", - "vsh = np.array(data['vsh'].values)\n", - "\n", - "LON,LAT = np.meshgrid(longitude,latitude)\n", - "\n", - "\n", - "# print the shape of the dataset\n", - "print(latitude.shape,longitude.shape,depth.shape,vsv.shape,vsh.shape)\n" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# average the vsv and vsh\n", - "vs = np.sqrt(vsv*vsh)\n", - "\n", - "# plot the vs\n", - "fig,axs = plt.subplots(1,3,figsize=(12,4))\n", - "axs[0].pcolormesh(LON,LAT,vsv[4,:,:],cmap='turbo')\n", - "axs[0].set_title('vs')\n", - "axs[0].set_xlabel('longitude')\n", - "axs[0].set_ylabel('latitude')\n", - "axs[1].pcolormesh(LON,LAT,vsh[4,:,:],cmap='turbo')\n", - "axs[1].set_title('vsh')\n", - "axs[1].set_xlabel('longitude')\n", - "axs[1].set_ylabel('latitude')\n", - "axs[2].pcolormesh(LON,LAT,vs[4,:,:],cmap='turbo')\n", - "axs[2].set_title('vs')\n", - "axs[2].set_xlabel('longitude')\n", - "axs[2].set_ylabel('latitude')\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# single station comparsion\n", - "fig,axs = plt.subplots(1,3,figsize=(12,4))\n", - "axs[0].step(vsv[:,0,0],depth)\n", - "axs[0].set_title('vsv')\n", - "axs[0].set_xlabel('vsv')\n", - "axs[0].invert_yaxis()\n", - "axs[1].step(vsh[:,0,0],depth)\n", - "axs[1].set_title('vsh')\n", - "axs[1].set_xlabel('vsh')\n", - "axs[1].invert_yaxis()\n", - "axs[2].step(vs[:,0,0],depth)\n", - "axs[2].set_title('vs')\n", - "axs[2].set_xlabel('vs')\n", - "axs[2].invert_yaxis()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 2: Quality Control & Interpolation" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import sys\n", - "sys.path.append('../../../')\n", - "from SWIDP.process_1d_deep import *\n", - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(61, 91, 241)" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(21931, 61)" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs = vs.reshape(vs.shape[0],-1).T\n", - "vs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(21931, 301)" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# -------------------------------------------------------\n", - "# interp to 1 km thickness\n", - "# -------------------------------------------------------\n", - "\n", - "from scipy.interpolate import interp1d\n", - "max_depth = 300+0.1\n", - "depth_interp = np.concatenate([\n", - " np.arange(0, max_depth, 1)\n", - "])\n", - "vs_models = vs_interp = np.zeros((vs.shape[0],depth_interp.shape[0]))\n", - "for i in range(vs.shape[0]):\n", - " vs_temp = vs[i,:]\n", - " depth_interp_temp = depth_interp[:np.argmin(np.abs(depth_interp-depth.max()))]\n", - " f = interp1d(depth.reshape(-1),vs_temp,kind='nearest')\n", - " vs_temp = f(depth_interp_temp)\n", - " vs_interp[i,:len(vs_temp)] = vs_temp\n", - "vs_interp[:,len(vs_temp):] = vs_interp[:,len(vs_temp)-1].reshape(-1,1)\n", - "vs_interp.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs[sta_idx,:],depth,c='k')\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "77f41f04e0844e9d823645fa150e2b4d", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/21931 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 3: Find the Moho " - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "5729ae7bf7644078b09b2dc382dd6fc3", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/21931 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " moho_depth_idx = moho_idxs[sta_idx]\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].axhline(y = depth_interp[moho_depth_idx],color='r',linestyle='--')\n", - " axs[i,j].scatter(vs_interp_rm_sandwich[sta_idx,moho_depth_idx],depth_interp[moho_depth_idx],c='r',marker='x',s=100)\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 4: Perturbation the Moho depth and velocity" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "(100, 301)" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Generate perturbed models single\n", - "i = 10\n", - "vs_orig = vs_interp_rm_sandwich[i]\n", - "# Find Moho\n", - "moho_idx = moho_idxs[i]\n", - "plt.figure()\n", - "plt.step(vs_orig,depth_interp,c='k')\n", - "plt.scatter(vs_orig[moho_idx],depth_interp[moho_idx],c='r',marker='x')\n", - "plt.axhline(y=depth_interp[moho_idx],color='r',linestyle='--')\n", - "\n", - "vs_perts = []\n", - "perturb_num = 100\n", - "random_seeds = np.random.randint(0,1000000,perturb_num)\n", - "for i in range(perturb_num):\n", - " # Generate perturbed profile\n", - " vs_pert, controle_node_t, controle_node_vs = augment_crust_moho_mantle(vs_orig, \n", - " depth_interp, \n", - " moho_idx, \n", - " vs_perturb_range=[-0.2,0.2],\n", - " crust_nodes_range=[3,8],\n", - " mantle_nodes_range=[8,12],\n", - " moho_shift_range=5,\n", - " gaussian_smooth_sigma=2,\n", - " return_nodes=True,\n", - " random_seed=random_seeds[i])\n", - " # plot the perturbed profile\n", - " plt.step(vs_pert,depth_interp,c='pink' if i !=0 else 'r',alpha=0.1 if i !=0 else 1, zorder=1 if i !=0 else 2)\n", - " # plt.scatter(controle_node_vs,controle_node_t,c='b',alpha=0.2)\n", - " vs_perts.append(vs_pert)\n", - "vs_perts = np.array(vs_perts)\n", - "plt.gca().invert_yaxis()\n", - "plt.show()\n", - "np.unique(vs_perts,axis=0).shape" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((21931, 301), (21931,))" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs_interp_rm_sandwich.shape,moho_idxs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "6358c37e90164a20b0fca9f8b0bfcaeb", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/21931 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs_interp_rm_sandwich))\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='k',label='original', linewidth=2)\n", - "\n", - " for k in range(perturb_num):\n", - " axs[i,j].step(aug_vs_list[k,sta_idx,:],depth_interp,c='r',label='perturbed' if k == 0 else None, linewidth=1)\n", - "\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 5: Dispersion Curve Inversion" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "609d9d043ec14547b1d0d7c99864811f", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/131586 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vs_interp_rm_sandwich.shape[0])\n", - " \n", - " # velocity profile\n", - " for k in range(perturb_num+1):\n", - " axs[i,j*2].step(vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " linewidth=1 if k == 0 else 0.5,color='k' if k == 0 else 'r')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " for k in range(perturb_num+1):\n", - " axs[i,j*2+1].plot(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,1],\n", - " linewidth=1 if k==0 else 0.5,c='r' if k==0 else \"pink\", zorder=2 if k==0 else 1)\n", - " axs[i,j*2+1].plot(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " linewidth=1 if k==0 else 0.5,c='b' if k==0 else \"lightblue\", zorder=2 if k==0 else 1)\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((131586, 301, 4), (131586, 300, 3))" - ] - }, - "execution_count": 22, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "phase_mask = np.sum(disp_data[:,:,1] == 0,axis=1)==0\n", - "group_mask = np.sum(disp_data[:,:,2] == 0,axis=1)==0\n", - "mask = phase_mask*group_mask\n", - "\n", - "\n", - "# loc = np.hstack((LON.reshape(-1,1),LAT.reshape(-1,1)))[mask,:]\n", - "vel_models = vel_models[mask,:,:]\n", - "disp_data = disp_data[mask,:,:]\n", - "\n", - "vel_models.shape,disp_data.shape" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "save_base_path = \"../../../Datasets/OpenSWI-deep/1s-100s-Aug\"\n", - "# Save processed data as compressed npz files\n", - "# np.savez_compressed(os.path.join(save_base_path, \"CSEM_Europe_loc.npz\"),\n", - "# data=loc.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_Europe_model.npz\"),\n", - " data=vel_models.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_Europe_disp.npz\"),\n", - " data=disp_data.astype(np.float32))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/03_US-upper-mantle.ipynb b/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/03_US-upper-mantle.ipynb deleted file mode 100644 index 7f698abb894be3647a3dadc3cb4926042261d16d..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/03_US-upper-mantle.ipynb +++ /dev/null @@ -1,976 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## US-Upper-Mantle-Vs.Xie.Chu.Yang.2018\n", - "Details of the dataset:\n", - "- Name: US-Upper-Mantle-Vs.Xie.Chu.Yang.2018\n", - "- Title: 3-D Upper-Mantle Shear Velocity Model Beneath the Contiguous United States Based on Broadband Surface Wave from Ambient Seismic Noise\n", - "- Type:\t3-D tomography Earth Model\n", - "- Sub Type: Shear-wave velocity (km/s)\n", - "- Year\t2018\n", - "\n", - "Author(s): \n", - "- Jun Xie, Risheng Chu, Yingjie Yang\n", - "\n", - "Reference(s):\t\n", - " - Jun Xie, Risheng Chu, Yingjie Yang, (2018) 3-D Upper-Mantle Shear Velocity Model Beneath the Contiguous United States Based on Broadband Surface Wave from Ambient Seismic Noise,Pure Appl. Geophys. https://doi.org/10.1007/s00024-018-1881-2\n", - "\n", - "DOI:\tdoi:10.17611/DP/18299329\n", - "\n", - "Depth Coverage:\t60.0 - 300.0 km\n", - "\n", - "Areal Coverage:\tLatitude: 28.0 to 49.0 Longitude: -125.0 to -65.0\n", - "\n", - "Model Description:\n", - " - The model is upper mantle Vs model of Contiguous US based on broadband surface waves (10-150s) from ambient seismic noise\n", - "\n", - "Data Set Description:\n", - " - [Xie et al., (2018)](https://doi.org/10.1007/s00024-018-1881-2): The dataset includes shear velocities calculated from the inversion of Rayleigh wave phase velocities determined from ambient noise. Data were primarily collected by the EarthScope USArray.\n", - "\n", - "EMC Page\t\n", - " - http://ds.iris.edu/ds/products/emc-us-upper-mantle-vsxiechuyang2018/" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step0: Downloading & Loading the Source Datasets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "KeysView(\n", - "Dimensions: (latitude: 45, longitude: 121, depth: 600)\n", - "Coordinates:\n", - " * latitude (latitude) float32 27.5 28.0 28.5 29.0 ... 48.0 48.5 49.0 49.5\n", - " * longitude (longitude) float32 -125.5 -125.0 -124.5 ... -66.5 -66.0 -65.5\n", - " * depth (depth) float32 0.0 0.5 1.0 1.5 2.0 ... 298.0 298.5 299.0 299.5\n", - "Data variables:\n", - " vs (depth, latitude, longitude) float32 ...\n", - "Attributes: (12/32)\n", - " title: 3D Upper mantle Shear Velocity Model Benea...\n", - " id: US-Upper-Mantle-Vs.Xie.Chu.Yang.2018\n", - " summary: This is a upper mantle Vs model of Contigi...\n", - " keywords: surface wave, tomography, shear wave, ambi...\n", - " Conventions: CF-1.0\n", - " Metadata_Conventions: Unidata Dataset Discovery v1.0\n", - " ... ...\n", - " author_email: xiejun@apm.ac.cn\n", - " author_institution: State Key Laboratory of Geodesy and Earth'...\n", - " author_url: \n", - " repository_name: EMC\n", - " repository_institution: IRIS DMC\n", - " repository_pid: doi:10.17611/dp/emc.2020.usumantlvs.1)\n" - ] - } - ], - "source": [ - "import xarray as xr\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "data_path = \"../../../Datasets/Original/OpenSWI-deep/US-Upper-Mantle-Vs.Xie.Chu.Yang.2018.nc\"\n", - "\n", - "# load the .nc file\n", - "data = xr.open_dataset(data_path)\n", - "\n", - "# print the keys of the dataset\n", - "print(data.keys())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 1: Velocity Profile Extracting\n", - "1. Extracting\n", - "2. De-duplicating" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((45,), (121,), (600,), (600, 45, 121))" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "latitude = np.array(data['latitude'].values)\n", - "longitude = np.array(data['longitude'].values)\n", - "depth = np.array(data['depth'].values)\n", - "vs = np.array(data['vs'].values)\n", - "LON,LAT = np.meshgrid(longitude,latitude)\n", - "\n", - "\n", - "latitude.shape,longitude.shape,depth.shape,vs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "depth_idxs = [50,100,200,300]\n", - "\n", - "fig,axes = plt.subplots(2,2)\n", - "for i in range(2):\n", - " for j in range(2):\n", - " axes[i][j].pcolormesh(LON,LAT,vs[depth_idxs[i*2+j]],cmap='turbo')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 2: Quality Control & Interpolation" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import sys\n", - "sys.path.append('../../../')\n", - "from SWIDP.process_1d_deep import *\n", - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(600, 3678)" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# remove the nan values\n", - "vs_valid_1d = vs.reshape(vs.shape[0],-1)\n", - "vs_valid_mask = np.sum(~np.isnan(vs_valid_1d),axis=0)>0\n", - "vs_valid_1d = vs_valid_1d[:,vs_valid_mask]\n", - "\n", - "vs_valid_1d.shape\n" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "\n", - "fig,axs = plt.subplots(nrows=nrows,ncols=ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,vs_valid_1d.shape[1])\n", - " axs[i][j].step(vs_valid_1d[:,sta_idx],depth)\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(600, 3678)" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs_valid_1d.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(3677, 600)" - ] - }, - "execution_count": 20, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs = vs_valid_1d.T\n", - "vs = np.unique(vs,axis=0)\n", - "vs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(3677, 301)" - ] - }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# -------------------------------------------------------\n", - "# interp to 1 km thickness\n", - "# -------------------------------------------------------\n", - "from scipy.interpolate import interp1d\n", - "max_depth = 300+0.1\n", - "depth_interp = np.concatenate([\n", - " np.arange(0, max_depth, 1)\n", - "])\n", - "vs_models = vs_interp = np.zeros((vs.shape[0],depth_interp.shape[0]))\n", - "for i in range(vs.shape[0]):\n", - " vs_temp = vs[i,:]\n", - " depth_interp_temp = depth_interp[:np.argmin(np.abs(depth_interp-depth.max()))]\n", - " f = interp1d(depth.reshape(-1),vs_temp,kind='nearest')\n", - " vs_temp = f(depth_interp_temp)\n", - " vs_interp[i,:len(vs_temp)] = vs_temp\n", - "vs_interp[:,len(vs_temp):] = vs_interp[:,len(vs_temp)-1].reshape(-1,1)\n", - "vs_interp.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs[sta_idx,:],depth,c='k')\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "4bd2adc22f95492ca65b940af22133c0", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/3677 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 3: Find the Moho " - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "3c7fb77feac844b6986ad8cf30342ef8", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/3677 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " moho_depth_idx = moho_idxs[sta_idx]\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].axhline(y = depth_interp[moho_depth_idx],color='r',linestyle='--')\n", - " axs[i,j].scatter(vs_interp_rm_sandwich[sta_idx,moho_depth_idx],depth_interp[moho_depth_idx],c='r',marker='x',s=100)\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 4: Perturbation the Moho depth and velocity" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "(100, 301)" - ] - }, - "execution_count": 27, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Generate perturbed models single\n", - "i = 10\n", - "vs_orig = vs_interp_rm_sandwich[i]\n", - "# Find Moho\n", - "moho_idx = moho_idxs[i]\n", - "plt.figure()\n", - "plt.step(vs_orig,depth_interp,c='k')\n", - "plt.scatter(vs_orig[moho_idx],depth_interp[moho_idx],c='r',marker='x')\n", - "plt.axhline(y=depth_interp[moho_idx],color='r',linestyle='--')\n", - "\n", - "vs_perts = []\n", - "perturb_num = 100\n", - "random_seeds = np.random.randint(0,1000000,perturb_num)\n", - "for i in range(perturb_num):\n", - " # Generate perturbed profile\n", - " vs_pert, controle_node_t, controle_node_vs = augment_crust_moho_mantle(vs_orig, \n", - " depth_interp, \n", - " moho_idx, \n", - " vs_perturb_range=[-0.2,0.2],\n", - " crust_nodes_range=[3,8],\n", - " mantle_nodes_range=[8,12],\n", - " moho_shift_range=5,\n", - " gaussian_smooth_sigma=2,\n", - " return_nodes=True,\n", - " random_seed=random_seeds[i])\n", - " # plot the perturbed profile\n", - " plt.step(vs_pert,depth_interp,c='pink' if i !=0 else 'r',alpha=0.1 if i !=0 else 1, zorder=1 if i !=0 else 2)\n", - " # plt.scatter(controle_node_vs,controle_node_t,c='b',alpha=0.2)\n", - " vs_perts.append(vs_pert)\n", - "vs_perts = np.array(vs_perts)\n", - "plt.gca().invert_yaxis()\n", - "plt.show()\n", - "np.unique(vs_perts,axis=0).shape" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((3677, 301), (3677,))" - ] - }, - "execution_count": 28, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs_interp_rm_sandwich.shape,moho_idxs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "43857cd81c4948d2959196f9a50eb3a7", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/3677 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs_interp_rm_sandwich))\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='k',label='original', linewidth=2)\n", - "\n", - " for k in range(perturb_num):\n", - " axs[i,j].step(aug_vs_list[k,sta_idx,:],depth_interp,c='r',label='perturbed' if k == 0 else None, linewidth=1)\n", - "\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 5: Dispersion Curve Inversion" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "1853c1af99d24c82b65510527f2e1b18", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/22062 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vs_interp_rm_sandwich.shape[0])\n", - " \n", - " # velocity profile\n", - " for k in range(perturb_num+1):\n", - " axs[i,j*2].step(vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " linewidth=1 if k == 0 else 0.5,color='k' if k == 0 else 'r')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " for k in range(perturb_num+1):\n", - " axs[i,j*2+1].plot(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,1],\n", - " linewidth=1 if k==0 else 0.5,c='r' if k==0 else \"pink\", zorder=2 if k==0 else 1)\n", - " axs[i,j*2+1].plot(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " linewidth=1 if k==0 else 0.5,c='b' if k==0 else \"lightblue\", zorder=2 if k==0 else 1)\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((22061, 301, 4), (22061, 300, 3))" - ] - }, - "execution_count": 34, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "phase_mask = np.sum(disp_data[:,:,1] == 0,axis=1)==0\n", - "group_mask = np.sum(disp_data[:,:,2] == 0,axis=1)==0\n", - "mask = phase_mask*group_mask\n", - "\n", - "\n", - "# loc = np.hstack((LON.reshape(-1,1),LAT.reshape(-1,1)))[mask,:]\n", - "vel_models = vel_models[mask,:,:]\n", - "disp_data = disp_data[mask,:,:]\n", - "\n", - "vel_models.shape,disp_data.shape" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "save_base_path = \"../../../Datasets/OpenSWI-deep/1s-100s-Aug\"\n", - "# Save processed data as compressed npz files\n", - "# np.savez_compressed(os.path.join(save_base_path, \"US-upper-mantle_loc.npz\"),\n", - "# data=loc.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"US-upper-mantle_model.npz\"),\n", - " data=vel_models.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"US-upper-mantle_disp.npz\"),\n", - " data=disp_data.astype(np.float32))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/04_Alaska.ipynb b/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/04_Alaska.ipynb deleted file mode 100644 index 3ea3ba270e1076b2b7047921ea117585697a2b8b..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/04_Alaska.ipynb +++ /dev/null @@ -1,1028 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Alaska.JointInversion_RF+Vph+HV-1.Berg.2020\n", - "Details of the dataset:\n", - "- Name: Alaska.JointInversion_RF+Vph+HV-1.Berg.2020\n", - "- Title: Shear Velocity Model of Alaska via Joint Inversion of Rayleigh Wave Ellipticity, Phase Velocities, and Receiver Functions across the Northern USArray\n", - "- Type:\t3-D Tomography Earth Model\n", - "- Sub Type: Shear-wave velocity (km/s)\n", - "- Year\t2020\n", - "\n", - "Author(s):\t\n", - "- lizabeth M. Berg \n", - " - Department of Geology & Geophysics University of Utah 115 South 1460 East, Salt Lake City, UT 84112, USA\n", - "- Fan-Chi Lin \n", - " - Department of Geology & Geophysics University of Utah 115 South 1460 East, Salt Lake City, UT 84112, USA\n", - "- Amir Allam \n", - " - Department of Geology & Geophysics University of Utah 115 South 1460 East, Salt Lake City, UT 84113, USA\n", - "- Vera Schulte-Pelkum \n", - " - Cooperative Institute for Research in Environmental Sciences and Department of Geological Sciences University of Colorado Boulder 216 UCB, Boulder, CO, USA\n", - "- Kevin M. Ward \n", - " - Department of Geology and Geological Engineering South Dakota School of Mines and Technology 501 E. St. Joseph St., Rapid City, SD, USA\n", - "- Weisen Shen \n", - " - Department of Geosciences Stony Brook University 255 Earth and Space Sciences Building (ESS) Stony Brook, NY, USA\n", - "\n", - "Reference(s):\t\n", - "- Berg, E. M., Lin, F.‐C., Allam, A., Schulte‐Pelkum, V., Ward, K. M., & Shen, W. ( 2020). Shear velocity model of Alaska via joint inversion of Rayleigh wave ellipticity, phase velocities, and receiver functions across the Alaska transportable Array. Journal of Geophysical Research: Solid Earth, 125, e2019JB018582. https://0120100299/https://doi.org/10.1029/2019JB018582\n", - " \n", - "DOI:\tdoi:10.17611/DP/18277053\n", - "\n", - "Depth Coverage:\t0.0 - 144.0 km\n", - "\n", - "Areal Coverage:\tLatitude: 50.0 to 75.0 Longitude: -180.0 to -120.0\n", - "\n", - "Model Description: \n", - "- Alaska.JointInversion_RF+Vph+HV-1.Berg.2020 includes S-wave velocity structure across Alaska from joint inversion of ambient noise and earthquake tomography (phase velocity) and Rayleigh wave ellipticity; also includes data from receiver functions. Relations of Vp and density to Vs used to constrain Vp and Vs in Markov Chain Monte Carlo joint inversion. Final result from follow-up deterministic inversion.\n", - "\n", - "Data Set Description: \n", - "- [Berg et al., (2020)](https://doi.org/10.1029/2019JB018582): Dataset includes S-wave velocity structure across Alaska from joint inversion of ambient noise and earthquake tomography (phase velocity) and Rayleigh wave ellipticity; also includes data from receiver functions. Relations of Vp and density to Vs used to constrain Vp and density in Markov Chain Monte Carlo joint inversion. Final result from follow-up deterministic inversion.\n", - "\n", - "EMC Page:\n", - "- [ds.iris.edu/ds/products/emc-alaskajointinversion_rfvphhv-1berg2020/](https://ds.iris.edu/ds/products/emc-alaskajointinversion_rfvphhv-1berg2020/)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step0: Downloading & Loading the Source Datasets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "KeysView(\n", - "Dimensions: (latitude: 251, longitude: 301, depth: 156)\n", - "Coordinates:\n", - " * latitude (latitude) float32 50.0 50.1 50.2 50.3 ... 74.7 74.8 74.9 75.0\n", - " * longitude (longitude) float32 -180.0 -179.8 -179.6 ... -120.4 -120.2 -120.0\n", - " * depth (depth) float32 0.0 0.25 0.5 0.75 1.0 ... 141.0 142.0 143.0 144.0\n", - "Data variables:\n", - " vpfinal (depth, latitude, longitude) float32 ...\n", - " vsfinal (depth, latitude, longitude) float32 ...\n", - " rhofinal (depth, latitude, longitude) float32 ...\n", - " vpMC (depth, latitude, longitude) float32 ...\n", - " vsMC (depth, latitude, longitude) float32 ...\n", - " rhoMC (depth, latitude, longitude) float32 ...\n", - " vsUncMC (depth, latitude, longitude) float32 ...\n", - " elevation (depth, latitude, longitude) float32 ...\n", - "Attributes: (12/30)\n", - " title: Shear Velocity Model of Alaska via Joint I...\n", - " id: Alaska.JointInversion_RF+Vph+HV-1.Berg.2020\n", - " summary: This is a shear wave velocity model from i...\n", - " keywords: seismic, tomography, joint inversion, cros...\n", - " Conventions: CF-1.0\n", - " Metadata_Conventions: Unidata Dataset Discovery v1.0\n", - " ... ...\n", - " geospatial_lon_resolution: 0.2\n", - " geospatial_vertical_min: 0.0\n", - " geospatial_vertical_max: 144.0\n", - " geospatial_vertical_units: km\n", - " geospatial_vertical_positive: down\n", - " source: Converted from Alaska.JointInversion_RF+Vp...)\n" - ] - } - ], - "source": [ - "import xarray as xr\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "data_path = \"../../../Datasets/Original/OpenSWI-deep/Alaska.JointInversion-RF+Vph+HV-1.Berg.2020-nc4.nc\"\n", - "\n", - "# load the .nc file\n", - "data = xr.open_dataset(data_path)\n", - "\n", - "# print the keys of the dataset\n", - "print(data.keys())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 1: Velocity Profile Extracting\n", - "1. Extracting\n", - "2. De-duplicating" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((251,), (301,), (156,), (156, 251, 301))" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "latitude = np.array(data['latitude'].values)\n", - "longitude = np.array(data['longitude'].values)\n", - "depth = np.array(data['depth'].values)\n", - "vs = np.array(data['vsfinal'].values)\n", - "\n", - "LON,LAT = np.meshgrid(longitude,latitude)\n", - "\n", - "\n", - "latitude.shape,longitude.shape,depth.shape,vs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "depth_idxs = [20,50,60,100]\n", - "\n", - "fig,axes = plt.subplots(2,2)\n", - "for i in range(2):\n", - " for j in range(2):\n", - " axes[i][j].pcolormesh(LON,LAT,vs[depth_idxs[i*2+j]],cmap='turbo')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 2: Quality Control & Interpolation" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import sys\n", - "sys.path.append('../../../')\n", - "from SWIDP.process_1d_deep import *\n", - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(156, 19408)" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# ------------------------------------------\n", - "# Exclude the invalid values\n", - "# ------------------------------------------\n", - "vs_valid_1d = vs.reshape(vs.shape[0],-1)\n", - "vs_valid_mask = np.sum(~np.isnan(vs_valid_1d),axis=0)>0\n", - "vs_valid_1d = vs_valid_1d[:,vs_valid_mask]\n", - "vs_valid_1d.shape\n" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "144.0" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs = vs_valid_1d.T\n", - "depth.max()" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(19408, 301)" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# -------------------------------------------------------\n", - "# interp to 1 km thickness\n", - "# -------------------------------------------------------\n", - "from scipy.interpolate import interp1d\n", - "\n", - "max_depth = 300+0.1\n", - "depth_interp = np.concatenate([\n", - " np.arange(0, max_depth, 1)\n", - "])\n", - "vs_models = vs_interp = np.zeros((vs.shape[0],depth_interp.shape[0]))\n", - "for i in range(vs.shape[0]):\n", - " vs_temp = vs[i,:]\n", - " depth_interp_temp = depth_interp[:np.argmin(np.abs(depth_interp-depth.max()))]\n", - " f = interp1d(depth.reshape(-1),vs_temp,kind='nearest')\n", - " vs_temp = f(depth_interp_temp)\n", - " vs_interp[i,:len(vs_temp)] = vs_temp\n", - "vs_interp[:,len(vs_temp):] = vs_interp[:,len(vs_temp)-1].reshape(-1,1)\n", - "vs_interp.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs[sta_idx,:],depth,c='k')\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "e1efac9ff36c465ea03b0c1386c90993", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/19408 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 3: Find the Moho " - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "9d645efe9c80481ebfd2851cb1e8a9c3", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/19408 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " moho_depth_idx = moho_idxs[sta_idx]\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].axhline(y = depth_interp[moho_depth_idx],color='r',linestyle='--')\n", - " axs[i,j].scatter(vs_interp_rm_sandwich[sta_idx,moho_depth_idx],depth_interp[moho_depth_idx],c='r',marker='x',s=100)\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 4: Perturbation the Moho depth and velocity" - ] - }, - { - "cell_type": "code", - "execution_count": 58, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "(100, 301)" - ] - }, - "execution_count": 58, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Generate perturbed models single\n", - "i = 100\n", - "vs_orig = vs_interp_rm_sandwich[i]\n", - "# Find Moho\n", - "moho_idx = moho_idxs[i]\n", - "plt.figure()\n", - "plt.step(vs_orig,depth_interp,c='k')\n", - "plt.scatter(vs_orig[moho_idx],depth_interp[moho_idx],c='r',marker='x')\n", - "plt.axhline(y=depth_interp[moho_idx],color='r',linestyle='--')\n", - "\n", - "vs_perts = []\n", - "perturb_num = 100\n", - "random_seeds = np.random.randint(0,1000000,perturb_num)\n", - "for i in range(perturb_num):\n", - " # Generate perturbed profile\n", - " vs_pert, controle_node_t, controle_node_vs = augment_crust_moho_mantle(vs_orig, \n", - " depth_interp, \n", - " moho_idx, \n", - " vs_perturb_range=[-0.2,0.2],\n", - " crust_nodes_range=[3,8],\n", - " mantle_nodes_range=[8,12],\n", - " moho_shift_range=5,\n", - " gaussian_smooth_sigma=1,\n", - " return_nodes=True,\n", - " random_seed=random_seeds[i])\n", - " # plot the perturbed profile\n", - " plt.step(vs_pert,depth_interp,c='pink' if i !=0 else 'r',alpha=0.1 if i !=0 else 1, zorder=1 if i !=0 else 2)\n", - " # plt.scatter(controle_node_vs,controle_node_t,c='b',alpha=0.2)\n", - " vs_perts.append(vs_pert)\n", - "vs_perts = np.array(vs_perts)\n", - "plt.gca().invert_yaxis()\n", - "plt.show()\n", - "np.unique(vs_perts,axis=0).shape" - ] - }, - { - "cell_type": "code", - "execution_count": 59, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((19408, 301), (19408,))" - ] - }, - "execution_count": 59, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs_interp_rm_sandwich.shape,moho_idxs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 60, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "e61c6f202ea84e33b1b19696a7ca7c3d", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/19408 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs_interp_rm_sandwich))\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='k',label='original', linewidth=2)\n", - "\n", - " for k in range(perturb_num):\n", - " axs[i,j].step(aug_vs_list[k,sta_idx,:],depth_interp,c='r',label='perturbed' if k == 0 else None, linewidth=1)\n", - "\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 5: Dispersion Curve Inversion" - ] - }, - { - "cell_type": "code", - "execution_count": 64, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "6b1da3c76f9f4bd3a3ac9b82b6108d0f", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/116448 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vs_interp_rm_sandwich.shape[0])\n", - " \n", - " # velocity profile\n", - " for k in range(perturb_num+1):\n", - " axs[i,j*2].step(vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " linewidth=1 if k == 0 else 0.5,color='k' if k == 0 else 'r')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " for k in range(perturb_num+1):\n", - " axs[i,j*2+1].plot(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,1],\n", - " linewidth=1 if k==0 else 0.5,c='r' if k==0 else \"pink\", zorder=2 if k==0 else 1)\n", - " axs[i,j*2+1].plot(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " linewidth=1 if k==0 else 0.5,c='b' if k==0 else \"lightblue\", zorder=2 if k==0 else 1)\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 67, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((116448, 301, 4), (116448, 300, 3))" - ] - }, - "execution_count": 67, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "phase_mask = np.sum(disp_data[:,:,1] == 0,axis=1)==0\n", - "group_mask = np.sum(disp_data[:,:,2] == 0,axis=1)==0\n", - "mask = phase_mask*group_mask\n", - "\n", - "\n", - "# loc = np.hstack((LON.reshape(-1,1),LAT.reshape(-1,1)))[mask,:]\n", - "vel_models = vel_models[mask,:,:]\n", - "disp_data = disp_data[mask,:,:]\n", - "\n", - "vel_models.shape,disp_data.shape" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "save_base_path = \"../../../Datasets/OpenSWI-deep/1s-100s-Aug\"\n", - "# Save processed data as compressed npz files\n", - "# loc = np.hstack((lon_solid,lat_solid))\n", - "# np.savez_compressed(os.path.join(save_base_path, \"Alaska_loc.npz\"),\n", - "# data=loc.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"Alaska_model.npz\"),\n", - " data=vel_models.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"Alaska_disp.npz\"),\n", - " data=disp_data.astype(np.float32))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/05_EUCrust.ipynb b/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/05_EUCrust.ipynb deleted file mode 100644 index 21a2ff81ab1bf27e7b06216493b7f39d5459b321..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/05_EUCrust.ipynb +++ /dev/null @@ -1,987 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## LSP_EUcrust1.0\n", - "Details of the dataset:\n", - "- Name: \tLSP_Eucrust1.0\n", - "- Title: \t3D shear-wave velocity model for the European crust and uppermost mantle from ambient noise tomography\n", - "- Type:\t3-D Tomography Earth Model\n", - "- Sub Type: \tShear-wave velocity (km/s)\n", - "- Year\t2018\n", - "\n", - "Author(s):\t\n", - "- Yang Lu Institut des Sciences de la Terre (ISTerre), CNRS, Univ. Grenoble Alpes, 1381 Rue de la Piscine, Grenoble, FR\n", - "- Laurent Stehly Institut des Sciences de la Terre (ISTerre) , CNRS, Univ. Grenoble Alpes, 1381 Rue de la Piscine, Grenoble, FR\n", - "- Anne Paul Institut des Sciences de la Terre (ISTerre), CNRS, Univ. Grenoble Alpes, 1381 Rue de la Piscine, Grenoble, FR\n", - "- AlpArray Working Group http://www.alparray.ethz.ch\n", - "\n", - "Reference(s):\t\n", - "- Yang Lu, Laurent Stehly, Anne Paul, AlpArray Working Group, High-resolution surface wave tomography of the European crust and uppermost mantle from ambient seismic noise, Geophysical Journal International, Volume 214, Issue 2, August 2018, Pages 1136–1150, https://doi.org/10.1093/gji/ggy188\n", - "\n", - "DOI:\tdoi:10.17611/DP/18250337\n", - "\n", - "Depth Coverage:\t0.5 - 79.5 km\n", - "\n", - "Areal Coverage:\tLatitude: 34.125 to 65.925 Longitude: -9.975 to 29.925\n", - "\n", - "Model Description\n", - "- LSP_Eucrust1.0 is a new high-resolution model for the European crust and uppermost mantle. It contains an isotropic shear-wave velocity model and a probabilistic model (the probability of having an interface at certain depth).\n", - "\n", - "Data Set Description\n", - "- The raw data contains up to 4 yr (July 2012–June 2016) of continuous seismic noise recorded by 1293 broad-band stations across Europe (10°W–35°E, 30°N–70°N; see Section 7 of Lu et al. 2018 for more details). The data were obtained through the EIDA (European Integrated Data Archive) data query interface.\n", - "\n", - "Web Page\n", - "- [Model Homepage](https://sites.google.com/view/seismology-yanglu)\n", - "\n", - "EMC Page\n", - "- [ds.iris.edu/ds/products/emc-lsp_eucrust10/](https://ds.iris.edu/ds/products/emc-lsp_eucrust10/)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step0: Downloading & Loading the Source Datasets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "KeysView(\n", - "Dimensions: (latitude: 213, longitude: 267, depth: 80)\n", - "Coordinates:\n", - " * latitude (latitude) float32 34.12 34.28 34.42 ... 65.78 65.93\n", - " * longitude (longitude) float32 -9.975 -9.825 ... 29.77 29.92\n", - " * depth (depth) float32 0.5 1.5 2.5 3.5 ... 77.5 78.5 79.5\n", - "Data variables:\n", - " vs (depth, latitude, longitude) float32 ...\n", - " probability_interface (depth, latitude, longitude) float32 ...\n", - "Attributes: (12/32)\n", - " title: A 3D shear wave velocity model for the Eur...\n", - " id: LSP_Eucrust1.0\n", - " summary: LSP_Eucrust1.0 is a new high-resolution mo...\n", - " keywords: seismic, ambient noise tomography, shear w...\n", - " acknowledgment: Model was provided by Yang Lu, Laurent Ste...\n", - " Conventions: CF-1.0\n", - " ... ...\n", - " author_institution: ISTerre, CNRS, Université Grenoble Alpes, FR\n", - " author_url: https://sites.google.com/view/seismology-y...\n", - " repository_name: EMC\n", - " repository_institution: IRIS DMC\n", - " repository_pid: doi:10.17611/dp/emc.2020.lspeucrust.1\n", - " history: 2020-06-17 20:21:59 UTC Converted to netCD...)\n" - ] - } - ], - "source": [ - "import xarray as xr\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "data_path = \"../../../Datasets/Original/OpenSWI-deep/LSP-Eucrust1.0.nc\"\n", - "\n", - "# load the .nc file\n", - "data = xr.open_dataset(data_path)\n", - "\n", - "# print the keys of the dataset\n", - "print(data.keys())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 1: Velocity Profile Extracting\n", - "1. Extracting\n", - "2. De-duplicating" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((213,), (267,), (80,), (80, 213, 267))" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "latitude = np.array(data['latitude'].values)\n", - "longitude = np.array(data['longitude'].values)\n", - "depth = np.array(data['depth'].values)\n", - "vs = np.array(data['vs'].values)\n", - "\n", - "LON,LAT = np.meshgrid(longitude,latitude)\n", - "\n", - "\n", - "latitude.shape,longitude.shape,depth.shape,vs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "depth_idxs = [10,30,50,70]\n", - "\n", - "fig,axes = plt.subplots(2,2)\n", - "for i in range(2):\n", - " for j in range(2):\n", - " axes[i][j].pcolormesh(LON,LAT,vs[depth_idxs[i*2+j]],cmap='turbo')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 2: Quality Control & Interpolation" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import sys\n", - "sys.path.append('../../../')\n", - "from SWIDP.process_1d_deep import *\n", - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(80, 43527)" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# -------------------------------------------------------\n", - "# remove the nan values\n", - "# -------------------------------------------------------\n", - "vs_valid_1d = vs.reshape(vs.shape[0],-1)\n", - "vs_valid_mask = np.sum(~np.isnan(vs_valid_1d),axis=0)>0\n", - "vs_valid_1d = vs_valid_1d[:,vs_valid_mask]\n", - "vs_valid_1d.shape\n" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(43527, 1)" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "lon_solid = LON.reshape(-1,1)[vs_valid_mask,:]\n", - "lat_solid = LAT.reshape(-1,1)[vs_valid_mask,:]\n", - "lon_solid.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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CwjTK/fnnnzpHYBTDrcHBwWZN/Tlw4IDw8PAQcXFxoqioSG/ZiRMnCgDi888/11vO0EhSr169RN++fdW2ZWVliRo1aognn3xSuc1RR5IYl4YpJkx477339JYrLi4W/fr1E+7u7mLv3r0ar/fq1Uvjzr+2kaTs7GwRHBys8Xm//PKL3jthto6xZrw7d+6I4OBg8dJLL+kso28kSZdhw4YJd3d3nRPNvPnmmwKAOHr0qNn2aSsYf8YzJv4UNm3aJFxcXMTJkyeV27744gvh6ekprl69qlY2Pj5eyGQytbQsVcaOJN27d0+0bt1a+Pn5ib/++stgeVvBGDSsIhM3aItBVbm5uUImk2lc6+nz66+/CgDihx9+0Pq6JWLQqSduePLJJ3Hx4kUkJiYiNDQUS5YsQdOmTbFz506D7924cSPi4+PRoEEDrF27Frt27cKePXvQtWtXq0zjuHv3bgDA3bt3ce3aNbPs888//0T//v3xyCOP4JtvvoGbm+6Bx3nz5mHlypVYvHgxRo4cWeHPvHjxInbt2oX+/furba9RowZiYmLw66+/KreFhIQgMzNT485IRkYGAJh8V8hWMC4N27RpE1xcXPD000/rLTd27Fhs374d69evR9euXdVe+/nnn7Fr1y68+OKLSEtLU/4UFxfj/v37SEtLUz7svGXLFty4cUMjLjt16gRfX1+1uLQnjDXj+fv7o2vXrti0aZNZ9xsWFobCwkLk5eVpfX3z5s1o0qQJWrVqZbZ92grGn/FMiT/FMhlffvmlctvKlSvRsmVL1KlTR61s//79kZ+fjxMnTlS4boWFhRg0aBBOnTqF7777Do888kiF91XVGIOWoS0GVX377bfIz8/H8OHDjd5nhw4dEBISovU7YKkYdOpOElB2oT1x4kR8++23uHTpEmrWrKk2w5XqDGuqvvnmG9SvXx9bt27FyJEjERcXh+7du+PBgweVrlN4eDgyMjI0hhXPnDmjtfyuXbuwZs0azJw5E4GBgcq1YSrjwoUL6NWrF4KCgvDjjz9qzB6i6qOPPsLcuXMxbdo0zJo1q1Kfe+PGDQBASUmJxmtFRUVqx9WiRQvk5+drzGBy+PBh5ev2inGpW0FBAbZs2YLOnTvr7Qi/8sorWLduHZYtW6a1M3XlyhUAZY15RESE8uf69ev4+eefERERgU8//RSA7rgUQqCkpMTuZhVTxVgz3v3795GTk2PWfV68eBEeHh5a29jDhw/j/PnzJl1IGNqnrWH8Gc/Y+CsoKEBpaala2Rs3bug8rwKocH1LS0vx7LPPYu/evdi8eTM6depUof1YE2PQ/LTFoKpNmzbB29tb48ajIQ8ePNDYpyVj0Gk7SSUlJRq/6KCgIISGhqKgoEC5zcvLS+sfWZGHqjqKcfjwYbNMO927d28UFxdj1apVavXV9pxPdnY2xowZgzZt2uDtt9/GmjVrcPz4cbz99ttq5UyZ+jEzMxM9e/aEi4sLdu/ejcDAQJ1lk5KSMHXqVAwfPhxLly414Si1a9iwIVxcXJCUlKT2u7127RoOHjyIli1bKrc98cQTqFatGlauXKncJoTA6tWrUbt2bbVcfXvBuDTsxx9/RHZ2tt4LxyVLluC9997Da6+9hhdffFFrma5du2Lbtm0aP4GBgYiOjsa2bdvQr18/AEDjxo0BaN4V+/7775GXl6cWl/aCsabbzZs3NbalpaVh7969iI6OrsARQWOleKBstP77779Xtrflbd68GQB0To9bkX3aCsafbsbGX3Z2trKTo2rNmjUAoFa2cePGOHHiBM6ePatW9osvvoCLiwuaN29usF7aTJkyBUlJSVi5cqXaQu/2gDFYeabEoMKtW7eQnJyMgQMHQiaTabyel5eH/Px8je1btmzB3bt3NfZpyRh02okbcnNzUadOHQwZMgRRUVHw9vZGcnIyjhw5gvfff19ZrlWrVkhKSsKMGTPQunVreHt7o1+/fujbty+2bt2KgQMHok+fPrh06RJWr16NyMhIgw+WGdKvXz889thjePXVV5GWlobIyEhs3bpV65f0xRdfRFZWFpKTk+Hq6opevXphzJgxWLBgAZ544gnlytx//PEHunTpgoSEBMydO1fv5/fq1QsXL17EzJkzcejQIRw6dEj5WnBwMHr06KHc57PPPouaNWuiW7duGkOgHTp0QP369ZX/XrFiBbKzs5Geng4A+OGHH5RDwlOmTIGfnx8CAwMxevRorFmzBt26dcOgQYOQm5uLlStX4v79+5g9e7Zyf3Xq1MG0adOwZMkSFBUVoXXr1vj2229x8OBBbNq0SdmA2RPGpWGbNm2CVCrF4MGDtb6+bds25SQjDz/8MDZu3Kj2eo8ePRAcHIy6deuibt26Gu+fNm0agoODMWDAALVjb9q0KebPn4/Lly8rJ25YsWIFQkJC8PzzzxtVd1vCWNOtWbNm6NatG1q0aAF/f3+cO3cOa9euRVFRkcbkHwcOHMCBAwcAlJ388/LysGDBAgBAbGwsYmNjAQBPPfUUPD090aFDBwQFBSE1NRX/+9//IJPJNPYJlF0QJSUloV27dmjQoIHWepq6T1vC+NPN2Pj75ZdfMHXqVAwZMgSNGjVCYWEhDh48iK1btyI6OhojRoxQln3llVewc+dOdOzYEZMnT0bNmjWxfft27Ny5E2PGjFEblT916hS+//57AGXr7eTk5ChjOioqSnnzaPny5Vi5ciXat28PmUym0dYOHDgQXl5eJvzmqxZjULecnBxlh0yRTr5ixQpUr14d1atXV070YUoMKiQlJaG4uFjnjc5z586he/fueOqpp/DQQw/BxcUFR48excaNG1GvXj21G58Wj0GzPNlkhwoKCsQrr7wioqKihI+Pj/Dy8hJRUVEaD2Dfu3dPPPPMM6J69eoCgPLButLSUvH222+L8PBwIZVKRcuWLcX27ds1Hr4zhrb3ZGVliZEjRwpfX1/h5+cnRo4cKU6cOKH2wN53330nAIj3339f7b1yuVyEh4eLqKgo5arZpkz9CJWHD8v/qD6UvG7dOr1lyz9YGB4errOs6gOBRUVFIjExUbRo0UJ4e3sLb29v0aVLF/Hzzz9r1LWkpET5d3B3dxdNmzZVrm9gjxiX+uXk5AgPDw8xaNAgnWUSEhL0xqWhaUl1TQF+584dMX36dNG4cWMhlUpFQECAGDZsmLh48aJRdbc1jDXdEhISRHR0tPD39xdubm4iNDRUDBs2TJw6dUprWV2xpvpZH3zwgWjTpo2oUaOGcHNzEyEhIWLEiBHi3LlzWuuwa9cuAehf783UfdoSxp9uxsbf+fPnxbPPPivq168vPD09hYeHh2jatKlISEgQ9+7d09jv4cOHxeOPPy5q1aolqlWrJho3biwWLlyoMSmTvnP7qFGj1H5v+tpaUx70twbGoG6XLl3S+XdVraepMSiEEO3atRNBQUE6J5a5deuWGDdunHjooYeEl5eXcHd3F40aNRLTpk0Tt27d0vi9WTIGJUJYaD5AIiIiIiIiO2S7CctERERERERW4LTPJFWFO3fuoLCwUOfrrq6ueidFILIExiVVFcYaWRPjj6yNMWjfmG5nQZ07d8b+/ft1vh4eHo60tLSqqxARGJdUdRhrZE2MP7I2xqB9YyfJgo4dO4a7d+/qfN3T0xOPPfZYFdaIiHFJVYexRtbE+CNrYwzaN3aSiIiIiIiIVHDiBiIiIiIiIhUOP3FDaWkp0tPT4ePjA4lEYu3qkA0QQiA3NxehoaEWX5Ge8UfaVFUMMv5IG7aBZE2MP7I2Y2PQ4TtJ6enpCAsLs3Y1yAZdvXoVderUsehnMP5IH0vHIOOP9GEbSNbE+CNrMxSDdtFJ+uijj7BkyRJkZmYiKioKiYmJaNOmjVHv9fHxAVD2i/D19bVkNclOyOVyhIWFKWPDkhh/pE1VxSDjj7RhG0jWxPgjazM2Bm2+k5SUlIQZM2Zg9erVaNu2LZYvX464uDicOXMGQUFBBt+vGF719fXlF4TUVMXQO+OP9LF0DDL+SB+2gWRNjD+yNkMxaPMTNyxduhRjx47Fc889h8jISKxevRoymQyffvqptatGREREREQOyKZHkgoLC3Hs2DHMnj1buc3FxQXdu3dHSkqK1vcUFBSgoKBA+W+5XK5RRgiB+0UlAADPaq58mI/MhvFH1mRM/AGMQbIctoFkTYw/Mieb7iTdvn0bJSUlCA4OVtseHByMf//9V+t7Fi1ahHnz5und7/2iEkS+uRsAcHROd8jcXQHwy0KVV5n4sxX8HtgvY+IPsEwMMm4IML0NTJ0fB5m7TV+KkB2x1jmY7Z9jsunFZNPT01G7dm389ttvaN++vXL7zJkzsX//fhw+fFjjPdruIoSFhSEnJ0eZj5pfWKz8gqiKDvfH1xPaM9AdnFwuh5+fn1pMmEtl4s9W8HtgeZaKQWPiD7BMDDJu7IcttYHsJDkfW4o/c2H7Z1+MjUGbbpkCAgLg6uqKGzduqG2/ceMGatWqpfU9UqkUUqlU7349q7kiOtwfRy/fVdt+9PJdZOUVVviuAu8kUGXiz1bwe2C/jIk/wDIxWNm4MRbjy7YZG4NElmCtc7Ap7R/bMPth050kd3d3tGrVCnv37sWAAQMAlC0MtnfvXkyePLnC+5VIJPh6QntlTmp+YQmiFyQDgPK/FREZ4vv/dxLUt/MLQarKx5+tsNT3gPFve8wZg+aKG2PpamdVMeaISBdrt3+qbRjbKttm050kAJgxYwZGjRqF6OhotGnTBsuXL0deXh6ee+65Su1XIpEoh/jNdVchNUOOpglM4yPDVOPPVljqe8D4t03misGqHhnV1c6qYswRkT7WbP9U2zC2VbbNtq7StHjqqadw69YtvPnmm8jMzESLFi2wa9cujckcKqOydxWEAIauTkFqhvaZpFSHYXnXgGyVpb4HRy/fRX5hCbykNt/cUAVU1ciooXZWFdtcIqoKprR/2tqwo5fv4n5Ric3dNKUydvFXmTx5cqXS64xR2bsKO6bGaHxJtA3DcpiVbJk5vweq8d838RD2zugEFxfGuyOqqpFRbe2sKm1tLu/U2jbbnTqKyDimtH+KNky1reJ3wHbZ/GKy9kLxJVH9qenljuhwf7VyimHWyDd3Y+jqFNjw5IJEJlP9HtT0ckdkSNmsMZdu56Fv4iHGO1WKtnbWUJuruFNLtonnQXIm/7Vh/03wwO+A7WInyYIUw7Cp8+Pw97w45QWjgiIlJL+wWPnDLwo5ColEgu1TYhAR4AWg7AZBfiEvVslyVNvco3O6K7ezWbUtntVclefD1Aw5O7HkdPgdsA/sJFmY4q6Bl9QNO6bGaJy8oxckI/LN3cqfPh8eQl5BsVrHSdsPO1NkD1xcyjpKCrxjRpam7U5t38SydpWxZxsUnVkiZ1X+O5BfWML2yQbZxTNJjkJx8tY3G4oxMzcBzLMn+yFzL7tjlpohV94x40OqZGmKO7WpGXJcup2Hpgm72W7aEP4JyNmpfgeiFySzfbJBvFKxAm2zoZgycxOge+EyTgZBtkYR74rOP2+WUVVQpHv2TTykbFfZbhKRrSh/w1zRPtX0cmd7ZCPYSbISbbOhGJq5CTC8cBnvRJAtUg3HoatTsGNqDGOULM7FRYIdU2OQlVfIdpOIbIriBmL59ontke3gM0k2xNDMTbpmb1KluBPB3FayJXxIlaxFIpEY3W7yWVAiqkra2ifF2oJkfRxJsjO6Fi4rP8IUGeKL7VNiuC4N2YTyKXf5hSVMcaIqY2y7aYjqOneqGMtEVFHaRpT6Jh7C9ikxam0N25mqx06SHdKWqlc+tzU1Q46+iYeY1kQ2gw+pkjUZ024aomtiHcYyEVWGYkSp/GQzqtjOVD12khyE4k5EfmEJ+iYewqXbecp1abyk/DOT9fEhVbI1ukaYyjM0sY7qhBC820tEFaFtshlVnHim6vHq2YFIJBJ4Sd2wfUqM8g5E38RD2DujE9PuyOp0PaTK1FCyJm0jTNpom1hHW7qeIiVP5s4LFyIyjWKyGdW2xlBasK40YAV2oiqOnSQHpLouzaXbeUy7I5uh+pAqU0PJnhibrqdIyWNqDBFVRPm2xlBasKH1NdkWVRw7SQ5IMWTbbel+ZdodF/AkW8HUUHIUqul65VPyjl6+y3aXiCpNV1qwsetrakvT4+iScdh6OygXF4la2h1nriVbwtRQchSqd33Lr8lExtE23TEv4oj+oystWN/6mvrS9FRT9Phd042dJAfGBTzJ1jE1lBxJ2YWMq+GCpIYL/BJVjL5nKvWl6amm6PG7phs7SQ5MsYBnaoacKXdkk5gaSuScDD1noWsmL3N8Li8GyRloS9PTlqKnWLyW6e6aKvUbKSgogFQqNVddyMzKL+BJZIuYGkrkfMy1wK+pDM0EpoodKrJ32kaaFCl6qt81prtrZ1InaefOnfjyyy9x8OBBXL16FaWlpfDy8kLLli3Rs2dPPPfccwgNDbVUXakC2L6TPWBqKJHzMccCv6YyNBOYKqYhkSNSfO9Us42Y7q6dUZ2kbdu2YdasWcjNzUXv3r0xa9YshIaGwtPTE3fu3MHp06eRnJyMt956C/Hx8XjrrbcQGBho6bqTiXiHnmwVU0PJUbCdrRxjF/g1lbEzgaliGhI5Mm3p7ox3dUb9Jt59910sW7YMjz/+OFxcXDRef/LJJwEA169fR2JiIjZu3Ijp06ebt6ZUabxDT7aKqaHkCIQQGLo6xdrVsHvGLvBrKn0zgalSTUPieZMcWfl0d8a7OqNaoZQU4xr92rVrY/HixZWqEJkX79CTvWCbTPbuflGJcqQiMsQXntU4050tMbbzxfMmORPVWWYZ7+o0h4XIoSju0CswFYSIyPL4LIv9Kn/eJHJkvE7UzeSuohAC33zzDfbt24ebN2+itLRU7fWtW7earXJkHqrnac5gQvaAjTTZO/aP7Bv/fuRMOHmSdiaPJE2bNg0jR47EpUuX4O3tDT8/P7Ufsj2K1AEAyhlMBK9CyYYNXZ3CGCUiIqoCqteJipQ7qsBI0oYNG7B161b07t3bEvUhC+AMJmQP+BwAERFR1Ss/eRLvUZYxeSTJz88P9evXt0RdyIIUM5go9E08hLyCYt6tJ5vBvGgiskVsi8gZlH80o7SUgW9yJ2nu3LmYN28e7t+/b4n6kAUpZjABytLumibsZloT2ZTyedGMTSKyNrZF5Az4aIYmkztJTz75JO7evYugoCA0a9YMjz76qNqPKRYtWoTWrVvDx8cHQUFBGDBgAM6cOaNWpnPnzpBIJGo/EyZMMLXahP/S7hRfAqBssbysvEKn/yKQbSifF51fyLxoIqp6fEaDnI3iGjEiwAsA4x6oQCdp1KhROHbsGEaMGIHBgwfjiSeeUPsxxf79+zFp0iT8/vvv2LNnD4qKitCzZ0/k5eWplRs7diwyMjKUP++++66p1ab/5+IiwY6pMTg6p7tyW/SCZPT5kOl3ZH3lU+445E9E1sBpwMkZlX80w9kvCU1+KnrHjh3YvXs3YmJiDBc2YNeuXWr/Xr9+PYKCgnDs2DHExsYqt8tkMtSqVavSn0dlJBIJanq5IzrcH0cv3wVQdsegacJuRIf7c30PsirVhe0UQ/6cjpSIqhqbHHJGnA78PyaPJIWFhcHX19dwwQrIyckBANSoUUNt+6ZNmxAQEIBHHnkEs2fPRn5+vs59FBQUQC6Xq/2QJsVdsr/nxTH9zowYf5WnbcifaXfGYfyRtTEGyZoYf5XHtPf/mNxJev/99zFz5kykpaWZtSKlpaWYNm0aHnvsMTzyyCPK7c888ww2btyIffv2Yfbs2diwYQNGjBihcz+LFi1SW7cpLCzMrPV0JBKJBF5SN63pd3xQtWIYf+bB2RgrhvFnO/ILS5wyXh01Bp3wT2mXHDX+qlL5VFNnvh6UCBOP3N/fH/n5+SguLoZMJkO1atXUXr9z506FKvLCCy9g586dOHToEOrUqaOz3M8//4xu3brh/PnzaNCggcbrBQUFKCgoUP5bLpcjLCwMOTk5FhsBcwRCCAxdnaJMvwOA1PlxDrlOjVwuh5+fn0VigvFnPkII9PnwEFIz/rsT6CjpoJaKQcafdeUXFiPyzd3Kf9tqvLINNI7q3zMyxNep047MifFn+8qffx3tetDYGDT5iJctW2b2RmLy5MnYvn07Dhw4oLeDBABt27YFAJ2dJKlUCqlUatb6OQPFnYOsvEJEL0gGwDtnFcH4Mx9F2l3fxP8aakU6qMzdFUBZWgAvWv7D+LMuz2quas96Hr181+kW7nakGOQC1/bHkeLPmri4bBmTv+3x8fE6XzN17SQhBKZMmYJt27bhl19+QUREhMH3nDx5EgAQEhJi0meRYRKJRHnxCfCBPbI+xWyMqp13xX8B271TT85J280mtqP2q/yFIpEz4QQOFXgmaerUqVq35+XloXfv3ibta9KkSdi4cSM2b94MHx8fZGZmIjMzU9nZunDhAt566y0cO3YMaWlp+P777/Hss88iNjYWzZs3N7XqZASuDUG2RnU2xvIUI0v5hcXKH2fNnSbboIhXPvjsGJzsmpBIiRM4VKCTtGPHDiQkJKhty8vLQ69evVBcXGzSvlatWoWcnBx07twZISEhyp+kpCQAgLu7O5KTk9GzZ0889NBDeOmllzB48GD88MMPplabjMS1IcgWKeIydX4cUufHaUw0EvnmbuWPYs0v1Y4TO1BUlbjeFxHZO7ZjFUi3++mnn9CxY0f4+/tj2rRpyM3NRVxcHNzc3LBz506T9mXogiUsLAz79+83tYpUSbxzRraoLB20rMkq/+yHKsWaX9owPY+qCtf7IiJ75+ztmMmdpAYNGmDXrl3o0qULXFxc8MUXX0AqlWLHjh3w8vKyRB3JinjjnWyR4g6XajqoEGV506qz4ZVXfuIHQzgxBFWUYuKRbkv349LtPKRmyDnpiJ3j+ZCcja52rKaXu1O0XxWapqV58+bYvn07evTogbZt22L79u3w9PQ0d93IBvRNPIS9MzrBxcXxvwxkX1RHlhR2TI3R+hxdfmGJ1okfDIkM8f3/kSfDZXnRS+Up1vtSjGyqxp6+2GIs2SZnfXidnJu2dqx8++WobZZRnaSWLVtqPXipVIr09HQ89thjym3Hjx83X+3IKlSnPXXG4VWyX9o6ToD+9Dx99KXulcdUPtJG5q499pgWah84DTiRZjtWvv1y1DbLqG/6gAEDLFwNsiWG0kRUOerdA3Is2tLz9DEmda881VQ+fi9IoXzsmSMtlPFVdTgNONF/34P8whKt7Ze2NssR2imJcPDpniy5srOjyysoNnhisMd0pKqMCcaf/RJCGNWpUk3lU4gM8cX2KTE601SrKi4Yf7ZJV2xpiyVttLW7prSvbANNk19YjMg3y86FqfPjOJJUSYw/+6bafulrs1TbKVu5/lMwNi6M+qYLIWzq4Khq6EoTUcV0JHJUulL3ytOWypeaIWeaKulU2bRQbe0u21ciqgoVmWnWXtsnozpJTZs2xZtvvolBgwbB3d1dZ7lz585h6dKlCA8Px6uvvmq2SpJ16EtRYjoSURnV74kQZZOdKNJU8wtL4CXlXWcyjqG0UH3tLttXIqpqxs40q2if7G1WPKPO3omJiZg1axYmTpyIHj16IDo6GqGhofDw8MDdu3eRmpqKQ4cO4e+//8bkyZPxwgsvWLreVEX03U3XNZNYedpmFlMMw8rceTIn+6f6PVGdBYizYZGpDI1glm932b4SkTXpm2m2fPtkKBXd1hjVSerWrRuOHj2KQ4cOISkpCZs2bcLly5dx//59BAQEoGXLlnj22WcxfPhw+Pv7W7rOZCMqm47UNGG33Q7BEumiuvgeZ8Micyvf7rJ9JSJbo2inyrdP9paKbtKZOyYmBjExMZaqCzmo8ulIqsOwRy/fZUoSOZTys2E59tQ4ZG2G2ld20onIWlRnxVNNRbeXdsnF2hUg56C4q+AldcOOqTE4Oqe78rW+iYeQV1AMB59okZyI6g2yoatTGNtkUfraV4YeEVmTRCKBl9QN26f8N8iSX1hiF+dFdpKoykkkEtT0ckdkSNm0i5du56Fpwm5eTJLDUCxACUB514yoKpR1mP5bq4TtKhHZAtWbh9ELku2ibWIniaxCsWCt4kIS+G/2k/zCYuWPrX+BiLRRpBgQWQM76URkaxTPJymoXvPZ6rWe7ScEksNycZFgx9QYZOUVaszOpGDLi5ER6cNQJWsp/1wcEZG1Kdolbdd8lV0g21LYSSKrUqTeOfJiZEREVY3NJBHZGl3XfLa6QHaFOkmlpaU4f/48bt68idLSUrXXYmNjzVIxch6mLEbGmfCIiIiI7JO+GTlV2cIC2SZfbf7+++945plncPnyZY0cQolEgpIS5j6T6YxdjKxv4iFsnxLDRRKJiIiI7JDqNZ8pC2QrLvuqqtNkcidpwoQJiI6Oxo4dOxASEsILVbIY1cXIFItzKmbCs4VhWCIiIiKqOFMWyFaoqmtAkztJ586dwzfffIOGDRtaoj5EGhQz4fVNPKS2SKJiGBawjQf8iIjI8djoxFtEDsmYdLyqSsUzuZPUtm1bnD9/np0kqlKGZsJTDMUyDY+IiMxFCIGhq1OsXQ0ip6IrHc9QKp65O0xGdZJOnTql/P8pU6bgpZdeQmZmJpo1a4Zq1aqplW3evLnZKkekSt9MeIqhWKbhERGRudwvKlHexY4M8YVnNVcD7yAic1LtMBlKxTP3NaBRnaQWLVpAIpGoTdQwevRotQMQQnDiBrK48jPhlR+K5Qx4RERkLqqpdrwBR2RdhlLxzH0NaNReLl26ZJYPIzKH8g/5lU/DG7o6BTumxvBkRkREFVY+1Y6nFCLr05aKp5qGZ85rQKM6SeHh4cr/P3DgADp06AA3N/W3FhcX47ffflMrS1QVFGl4ihnwUjPkuF9UojGlOBERkbGYakdk27TNgpyaITfbaJKLqW/o0qUL7ty5o7E9JycHXbp0qXSFiCpCMQSrwNmIiIjIXJhqR2S7yl8D9k08hNLSyl8ImtxJUjx7VF5WVha8vLwqXSGiilINy6GrUzQWOyYiIqoI9o+IbJvMvWw0CQAu3c5D38RDlb4ONHosatCgQQDKemvx8fGQSqXK10pKSnDq1Cl06NChUpUhqgxLDbcSERERke1SrKnZbel+XLqdZ5ZHL4weSfLz84Ofnx+EEPDx8VH+28/PD7Vq1cK4ceOwceNGkz587ty5kEgkaj8PPfSQ8vUHDx5g0qRJqFmzJry9vTF48GDcuHHDpM8g52Gp4VYiInJuTEwgsn0uLmUdJXMxunu1bt06AEC9evXw8ssvmy21rmnTpkhO/m9RUNUJIaZPn44dO3bg66+/hp+fHyZPnoxBgwbh119/Nctnk+NRDLemZsiVw62c6Y6IiCqDs6YS2QdzfkVNHoNKSEgAANy8eRNnzpwBADRp0gRBQUEVq4CbG2rVqqWxPScnB2vXrsXmzZvRtWtXAGUdtYcffhi///472rVrV6HPI8dmieFWIiJyPuVTuLPyCiFzNzzDnWc1V3amiGxAZUeATb5yzM3NxcSJE/Hll18qF451dXXFU089hY8++gh+fn4m7e/cuXMIDQ2Fh4cH2rdvj0WLFqFu3bo4duwYioqK0L17d2XZhx56CHXr1kVKSorOTlJBQQEKCgqU/5bL5VrLkeNSDLcqVmCuSow/sibGH1mbI8WgIoVbcS5RrMNiSGSI7//PhmfJ2hnPmTptjhR/VHmVHQE2uZM0ZswYnDhxAtu3b0f79mXPf6SkpODFF1/E+PHj8eWXXxq9r7Zt22L9+vVo0qQJMjIyMG/ePHTs2BGnT59GZmYm3N3dUb16dbX3BAcHIzMzU+c+Fy1ahHnz5pl6WORgrHU+YPyRNTH+yNocLQZl7q6IDvfH0ct3jX5PaobcKjfpdIkO93eaKcwdLf7IdOVHgCuTTSQRJs6P5+Xlhd27dyMmRv3BqIMHD6JXr17Iy8urUEUAIDs7G+Hh4Vi6dCk8PT3x3HPPqd0RAIA2bdqgS5cueOedd7TuQ9tdhLCwMOTk5MDX17fCdSP7kl9YjMg3y05SqfPj1L4gcrkcfn5+FokJxh8pWCMGGX+kwDbQfIQQuF9UYkS5sjvXigVobcnROd2NShWsLGNGrRh/ZGl5BcXKGxXl2z/A+Bg0uWtVs2ZNrSl1fn5+8Pf3N3V3aqpXr47GjRvj/Pnz6NGjBwoLC5Gdna02mnTjxg2tzzApSKVStenJiaoS44+sifFH1uaIMSiRSIy+E71jaoxRHaqqkF9YokwRNDZVsLLKpxpWdaqfI8Yfmc5cIWdyJ2nOnDmYMWMGNmzYoOysZGZm4pVXXsEbb7xRqcrcu3cPFy5cwMiRI9GqVStUq1YNe/fuxeDBgwEAZ86cwZUrV5RpfkRERES2wpQOlaV5VjM9VbCyyqcaOlOqHzkek7/Jq1atwvnz51G3bl3UrVsXAHDlyhVIpVLcunULH3/8sbLs8ePH9e7r5ZdfRr9+/RAeHo709HQkJCTA1dUVTz/9NPz8/PD8889jxowZqFGjBnx9fTFlyhS0b9+eM9sRkc3juipEZE2KiSeqYmRLV6rh0ct3OcMs2S2To3bAgAFm+/Br167h6aefRlZWFgIDAxETE4Pff/8dgYGBAIBly5bBxcUFgwcPRkFBAeLi4rBy5UqzfT4RkSUIITB0dYq1q0FETq4qR7ZUUw1VU/2I7FWF10kyB0Mz4Xl4eOCjjz7CRx99ZLbPJCKytPtFJco7qpEhvvCsZvkHpomIrMmWUg2JzMGlIm/Kzs7GmjVrMHv2bNy5cwdAWWrd9evXzVo5IiJ7x3x8IiIi+2Nyl//UqVPo3r07/Pz8kJaWhrFjx6JGjRrYunUrrly5gs8//9wS9SQiskvsHxEREdkfk0eSZsyYgfj4eJw7dw4eHh7K7b1798aBAwfMWjkiIiIiIqKqZnIn6ciRIxg/frzG9tq1ayMzM9MslSIiIiIiIrIWkztJUqkUcrnmatJnz55VzkpHRERERERkr0zuJPXv3x/z589HUVERgLLZTK5cuYJZs2YpF30lIiIiIiKyVyZ3kt5//33cu3cPQUFBuH//Pjp16oSGDRvCx8cHCxcutEQdiYiIiIiIqozJs9v5+flhz549OHToEE6dOoV79+7h0UcfRffu3S1RPyIiIiIiIpMJUfH3VnjVr5iYGMTExFT8k4mIiIiIiCxk6OoU7JgaU6H1Ck1KtystLcWnn36Kvn374pFHHkGzZs3Qv39/fP755xCV6aoRERERERFVkmc1V0SG+AIAUjPkuF9UUqH9GN1JEkKgf//+GDNmDK5fv45mzZqhadOmuHz5MuLj4zFw4MAKVYCIiIiIiMgcJBIJvp7QvtL7MTrdbv369Thw4AD27t2LLl26qL32888/Y8CAAfj888/x7LPPVrpSREREREREFVGB7DoNRo8kffHFF3jttdc0OkgA0LVrV7z66qvYtGlT5WtERGTnmH1M1sYYJCKqHKM7SadOnUKvXr10vv7444/jzz//NEuliIjslRACQ1enWLsa5MQYg0RElWd0J+nOnTsIDg7W+XpwcDDu3r1rlkoREdmr+0UlSM2QAwAiQ3zhWc3VyjUiZ8MYJCKqPKM7SSUlJXBz0/0Ik6urK4qLi81SKSIie6Wa5vT1hPYVmnaUyFwYg0REFWP0xA1CCMTHx0MqlWp9vaCgwGyVIiKyR+XTnHhtStbGGCQiqhijO0mjRo0yWIYz2xGRM2OaExERkWMwupO0bt06S9aDiMihMM2JiIjIfhn9TBIRERmP/SMiIiL7xU4SERERERGRCnaSiIiIiIiIVLCTREREREREpIKdJCIiIiIiIhXsJBEREREREalgJ4mIiIiIiEgFO0lEREREZDZCWLsGRJXHThIREZED4QUqWZMQAkNXp1i7GkSVZtVOUr169SCRSDR+Jk2aBADo3LmzxmsTJkywZpWJiIhsFi9QydruF5UgNUMOAIgM8YVnNVcr14ioYtys+eFHjhxBSUmJ8t+nT59Gjx49MHToUOW2sWPHYv78+cp/y2SyKq0jEZGxeAefrI0XqGRLvp7QHhKJxNrVIKoQq3aSAgMD1f69ePFiNGjQAJ06dVJuk8lkqFWrVlVXjYjIJKWlAn0TD1m7GkRKvEAla2P4kT2zaidJVWFhITZu3IgZM2aoNeqbNm3Cxo0bUatWLfTr1w9vvPGG3tGkgoICFBQUKP8tl8stWm8iVYw/5yREWQfp0u08ANa7g8/4I1XWuEBlDJI1Mf7InGxm4oZvv/0W2dnZiI+PV2575plnsHHjRuzbtw+zZ8/Ghg0bMGLECL37WbRoEfz8/JQ/YWFhFq450X8Yf85JNcUpIsAL26fEWOUOPuOPrI0xSNbE+CNzsplO0tq1a/H4448jNDRUuW3cuHGIi4tDs2bNMHz4cHz++efYtm0bLly4oHM/s2fPRk5OjvLn6tWrVVF9IgCMPwK2T4mBi4t1ckwYf2RtjEGyJsYfmZNNpNtdvnwZycnJ2Lp1q95ybdu2BQCcP38eDRo00FpGKpVCKpWavY5ExmD8kTVz8Bl/ZG2MQbImxh+Zk02MJK1btw5BQUHo06eP3nInT54EAISEhFRBrYiIiIiIyBlZfSSptLQU69atw6hRo+Dm9l91Lly4gM2bN6N3796oWbMmTp06henTpyM2NhbNmze3Yo3J1gkhkF9YYrggERERETkUc10HWr2TlJycjCtXrmD06NFq293d3ZGcnIzly5cjLy8PYWFhGDx4MObMmWOlmpK9uF9UgugFydauBhERERFVMXNdB1q9k9SzZ08ILSswhoWFYf/+/VaoETmS6HB/LqZIRERE5IQqcx1o9U4Skbl5VnNF6vw45f9zMUWytPIxR2QtjEWyNsYgWZu5rgPZSSKHI5FIIHNnaFPVYcyRrWAskrUxBsnazBWDNjG7HRERERERka1gJ4mIiIiIiEiFw4+HKiaFkMvlVq4J2QpFLGibMMTcGH+kTVXFIOOPtGEbSNbE+CNrMzYGHb6TlJubC6BstjwiVbm5ufDz87P4ZwCMP9LO0jHI+CN92AaSNTH+yNoMxaBEVEVX3opKS0uRnp4OHx8fm5/lTC6XIywsDFevXoWvr6+1q2M2tnZcQgjk5uYiNDQULi6WzTi11fiztb9JVbClY66qGLTV+DOGLf29zMkWjsuW2kBb+H2Yk6MdD2D+Y7Kl+LMFjhgzhlj7mI2NQYcfSXJxcUGdOnWsXQ2T+Pr6OuQXxZaOy9J3rxRsPf5s6W9SVWzlmKsiBm09/oxhK38vc7P2cdlaG2jt34e5OdrxAOY9JluLP1vgiDFjiDWP2ZgY5MQNREREREREKthJIiIiIiIiUsFOkg2RSqVISEiAVCq1dlXMylGPy54549/EGY/Znjnq38tRj6uiHO334WjHAzjmMdkSZ/z92ssxO/zEDfYgPj4ev/zyC9LS0vSWS0tLQ0REBNatW4f4+PgqqRs5L8YlVRXGGlkT44+sjTFomziSZMDmzZuxfPlya1ejSm3duhVPPfUU6tevD5lMhiZNmuCll15Cdna2Rtl69epBIpFo/EyYMEGj7J49exATEwOZTAZ/f38MGTJEZ4OQm5uLmTNnIiIiAlKpFLVr18aQIUOQn5+vVu7YsWPo27cvatWqBW9vbzRv3hwffvghSkpKzPGrsFnOGJe6Yk0ikaBRo0ZqZVetWoWhQ4eibt26kEgkek8mpsTl999/j0cffRQeHh6oW7cuEhISUFxcbMajtD3OGGvbtm1DXFwcQkNDIZVKUadOHQwZMgSnT5/WKJuUlIQRI0agUaNGkEgk6Ny5s959Hz9+HP3790eNGjUgk8nwyCOP4MMPP1Qr89NPP+H555/HI488AldXV9SrV0/rvtLS0nR+J7788suKHr5NYfzpjz/AuHZp7969GD16NBo3bgyZTIb69etjzJgxyMjI0NifsfEHAAsXLkT//v0RHBwMiUSCuXPnVubQbZIzxqCx14FZWVlYsmQJYmNjERgYiOrVq6Ndu3ZISkrSuW9j2kAA+O2335Tn5lq1amHq1Km4d++eWpm///4bQ4cOVdYzICAAsbGx+OGHH8zye3D42e0qa/PmzTh9+jSmTZtmsc/45JNPUFpaarH9m2rcuHEIDQ3FiBEjULduXfz1119YsWIFfvzxRxw/fhyenp5q5Vu0aIGXXnpJbVvjxo3V/r19+3Y88cQTePTRR7F48WLI5XJ88MEHiImJwYkTJxAYGKgsm5OTg06dOuHatWsYN24cGjZsiFu3buHgwYMoKCiATCYDUNZB6tChAxo1aoRZs2ZBJpNh586dePHFF3HhwgV88MEHFvoNWZ8zxuXy5cs1GsjLly9jzpw56Nmzp9r2d955B7m5uWjTpo3WiwAFU+Jy586dGDBgADp37ozExET89ddfWLBgAW7evIlVq1aZ92BtiDPG2l9//QV/f3+8+OKLCAgIQGZmJj799FO0adMGKSkpiIqKUpZdtWoVjh07htatWyMrK0vvfn/66Sf069cPLVu2xBtvvAFvb29cuHAB165dUyu3efNmJCUl4dFHH0VoaKjB+j799NPo3bu32rb27dubcMS2i/GnP/6MbZdmzZqFO3fuYOjQoWjUqBEuXryIFStWYPv27Th58iRq1aqlLGtK/M2ZMwe1atVCy5YtsXv3bvP/MmyAM8agsdeBKSkpeP3119G7d2/MmTMHbm5u2LJlC4YNG4bU1FTMmzdPbb/GtoEnT55Et27d8PDDD2Pp0qW4du0a3nvvPZw7dw47d+5Ulrt8+TJyc3MxatQohIaGIj8/H1u2bEH//v3x8ccfY9y4cZX7RQjSq0+fPiI8PNza1RBCCHHp0iUBQKxbt86in7Nv3z6NbZ999pkAID755BO17eHh4aJPnz4G9xkZGSkaNmwoCgoKlNtOnjwpXFxcxIwZM9TKvvDCC6J69eri4sWLevc5duxY4e7uLrKystS2x8bGCl9fX4N1smfOGJfavPXWWwKA+PXXX9W2p6WlidLSUiGEEF5eXmLUqFFa329KXEZGRoqoqChRVFSk3Pb6668LiUQi/vnnHzMdke1hrJXJzMwUbm5uYvz48Wrbr1y5IkpKSoQQQjRt2lR06tRJ6/tzcnJEcHCwGDhwoLK8LtevXxeFhYVCCP2/f8XvY8mSJaYdjB1h/JXRFX/Gtkv79+/XiLv9+/cLAOL1119X225s/AlR9jsRQohbt24JACIhIaECR2fbnDEGjb0OvHjxokhLS1MrV1paKrp27SqkUqm4d++ecrspbeDjjz8uQkJCRE5OjnLbJ598IgCI3bt3631vcXGxiIqKEk2aNNFbzhhOnW6Xm5uLadOmoV69epBKpQgKCkKPHj1w/PhxAEDnzp2xY8cOXL58WZnCoBh2LiwsxJtvvolWrVrBz88PXl5e6NixI/bt22dyPeLj4zWGs7OzsxEfHw8/Pz9Ur14do0aN0hjmvHnzJgIDA9G5c2cIlUfLzp8/Dy8vLzz11FPKbfn5+fj3339x+/Ztg/XRli4ycOBAAMA///yj9T2FhYXIy8vT+tqdO3eQmpqKgQMHwt3dXbk9KioKDz/8sFpaSHZ2NtatW4dx48YhIiIChYWFKCgo0LpfuVwODw8PVK9eXW17SEiIxmiXPWFcGm/z5s2IiIhAhw4d1LaHh4cbXDjQlLhMTU1Famoqxo0bBze3/wbgJ06cCCEEvvnmmwrV39oYa8YLCgqCTCbTqENYWJhRC2Ju3rwZN27cwMKFC+Hi4oK8vDydd45DQ0NRrVo1k+qXl5eHwsJCk95jbYw/42mLP1PapdjYWI04jY2NRY0aNTTO66bEn75UPHvAGNTO2OvAiIgIhIeHq5WTSCQYMGAACgoKcPHiReV2Y9tAuVyOPXv2YMSIEWprKD377LPw9vbGV199pbfurq6uCAsL0/qIiKmcupM0YcIErFq1CoMHD8bKlSvx8ssvw9PTUxkAr7/+Olq0aIGAgABs2LABGzZsUOalyuVyrFmzBp07d8Y777yDuXPn4tatW4iLi8PJkycrVS8hBJ544gls2LABI0aMwIIFC3Dt2jWMGjVKrVxQUBBWrVqF/fv3IzExEUDZ6tLx8fHw8fHBypUrlWX/+OMPPPzww1ixYkWF6pSZmQkACAgI0Hjt559/hkwmg7e3N+rVq6eR5qbo5GjruMhkMqSnpyv3f+jQITx48AANGzbEkCFDIJPJ4Onpiccee0zj99q5c2fI5XKMHz8e//zzDy5fvozVq1dj69atmD17doWO0xYwLo1z4sQJ/PPPP3jmmWcqdDymxOWJEycAANHR0WrlQkNDUadOHeXr9oaxpl92djZu3bqFv/76C2PGjIFcLke3bt0qdEzJycnw9fXF9evX0aRJE3h7e8PX1xcvvPACHjx4UKF9KsybNw/e3t7w8PBA69at8dNPP1Vqf1WF8aefofirbLt079493Lt3T+t53VkwBo2n7zrQmLLGtoF//fUXiouLNeLa3d0dLVq00BrXeXl5uH37Ni5cuIBly5Zh586dFW6r1VR6LMqO+fn5iUmTJukto2uYtbi4WC1FRwgh7t69K4KDg8Xo0aNNqseoUaPUPuPbb78VAMS7776r9nkdO3bUOsz69NNPC5lMJs6ePSuWLFkiAIhvv/1Wrcy+ffsqNRT+/PPPC1dXV3H27Fm17f369RPvvPOO+Pbbb8XatWuVdZw5c6ayTElJiahevbro1q2b2ntv374tvLy8BABx9OhRIYQQS5cuFQBEzZo1RZs2bcSmTZvEypUrRXBwsPD39xfp6elqv5PJkyeLatWqCQACgHB1dRWrVq2q0DHaCsalcV566SUBQKSmpuotpyvdzpS4VNT/ypUrGvtp3bq1aNeuncn1twWMNf2aNGmibFu8vb3FnDlz9KaJ6Eu3a968uZDJZEImk4kpU6aILVu2iClTpggAYtiwYTr3qS/V5/Lly6Jnz55i1apV4vvvvxfLly8XdevWFS4uLmL79u1GH6e1MP70MxR/lW2XFOnKe/fu1VnG2FQze023YwwaT9d1YHlZWVkiKChIdOzYUW27sW3g119/LQCIAwcOaOx76NCholatWhrbx48fr/yuuLi4iCFDhog7d+5U6DhVOXUnKTw8XERHR4vr16/rLGNMA1FSUiKysrLErVu3RJ8+fUSLFi1Mqkf5L8e4ceOEm5ubyM3NVSv31Vdfaf1yZGVliZCQENG8eXPh4eEhRo4cadLnG7Jp0yaNjo8upaWlIi4uTri5uYmrV68qt8+aNUsAEK+++qo4e/asOHr0qOjatauyg3Pw4EEhhBDz588XAERAQIDa8aekpGjNnV62bJno27ev+Oyzz0RSUpIYMGCAcHNzE9u2bTPPwVsB49KwkpISUbt2bdGyZUuDZfU9k2RqXN64cUNjHx07dhRRUVGVORyrYazp99tvv4ldu3aJlStXitatW4uXXnpJ+ayGNvo6SfXr1xcAxIQJE9S2K07uui48TH0eIisrSwQHB5slH9/SGH/6GYq/yrRL+/fvF25ubuLJJ5/UWwdH7yQxBo1j7HVgSUmJ6NWrl3B3dxcnT55Ue83YNvDzzz8XAMThw4c19j9y5Ejh5+ensf2ff/4Re/bsEZ999pno06ePGDhwoMjMzDTxKDU5dScpKSlJeHh4CBcXF9G6dWuRkJAgLly4oFZG35dj/fr1olmzZmojGQBERESESfUo/+WIi4sTYWFhGuX+/PNPnQ/sKXrewcHB4u7duyZ9vj4HDhwQHh4eIi4uTu3BUH127dolAIgNGzYotxUUFIjnn39euLi4KH9PPXv2FBMmTBAAxIkTJ4QQ/90Ze+655zT2GxERIbp06aL896JFi0StWrU0GpHOnTuL0NBQo+traxiXhv38888CgHjvvfcMltXXSTI1Lh1tJImxZrw7d+6I4OBg8dJLL+kso6+T1LRpUwFA7N+/X2274uH5zz77TOv7KvLQ+KuvvioAqN2oskWMP+Npi7+Ktkv//POPqFGjhmjRooWQy+V6P9fRO0mMQcNMuQ6cOHGiACA+//xzjdeMbQMrMpJUXo8ePUTr1q2VEzhVlFM/k/Tkk0/i4sWLSExMRGhoKJYsWYKmTZuqTS+oy8aNGxEfH48GDRpg7dq12LVrF/bs2YOuXbtaZRpHxdSbd+/e1ZhKsaL+/PNP9O/fH4888gi++eYbtQdD9QkLCwNQ9mC8gru7O9asWYP09HQcOHAAZ86cwe7du5GTkwMXFxc0bNgQAJTTjQYHB2vsNygoCHfv3lX+e+XKlejatSu8vb3VyvXv3x/p6ekGF2WzVYxLwzZt2gQXFxc8/fTTldqPsXEZEhICAFqnE8/IyDBqmmZbxFgznr+/P7p27YpNmzZV6P262ragoCAAUGvbKktbG2yLGH/G0xZ/FWmXrl69ip49e8LPzw8//vgjfHx8zF5Xe8IY1M+U68B58+Zh5cqVWLx4MUaOHKnxurFtoDnOt0OGDMGRI0dw9uxZg2X1cepOElD2x5g4cSK+/fZbXLp0CTVr1sTChQuVr+uaIeubb75B/fr1sXXrVowcORJxcXHo3r17pR/ABcpm5srIyNBYE+bMmTNay+/atQtr1qzBzJkzERgYiFGjRlV6gcsLFy6gV69eCAoKwo8//qjREdFHMZuJ6hozCsHBwejYsSMaN26MkpIS/PLLL2jbtq1y/61atQIAXL9+XeO96enpavu8ceOG1kVji4qKAMCuF/lkXOpWUFCALVu2oHPnzmbrnBiKyxYtWgAAjh49qva+9PR0XLt2Tfm6PWKsGe/+/fvIycmp0Ht1tW3p6ekAtLeXFaWvDbY1jD/jlY8/U9ulrKws9OzZEwUFBdi9e7fyYtTZMQa1M+U68KOPPsLcuXMxbdo0zJo1S2sZY9vARx55BG5ubhpxXVhYiJMnTxp1vr1//z4AVLi9VnDaTlJJSYnGLy8oKAihoaFqU057eXlp/SW7uroCgNqUi4cPH0ZKSkql69a7d28UFxerLQRXUlKinLlEVXZ2NsaMGYM2bdrg7bffxpo1a3D8+HG8/fbbauVMmfoxMzMTPXv2hIuLC3bv3q3zRHvnzh2NTkpRUREWL14Md3d3dOnSRe/nvPfee8jIyFBbiLZJkyaIiorCd999p1bXn376CVevXkWPHj2U2xo3bow9e/aoLeBYUlKCr776Cj4+PmjQoIHBY7U1jEvDfvzxR2RnZ2P48OEVPxg9tMVl06ZN8dBDD+F///ufWsyvWrUKEokEQ4YMsUhdLImxptvNmzc1tqWlpWHv3r0aMy4Z68knnwQArF27Vm37mjVr4ObmpnXKXUNu3bqlse369ev49NNP0bx5c5u+CGb86WZs/JnSLuXl5aF37964fv06fvzxRzRq1MhgPRwdY1A3Y68DASApKQlTp07F8OHDsXTpUp3ljG0D/fz80L17d2zcuBG5ubnKchs2bMC9e/cwdOhQ5TZt35WioiJ8/vnn8PT0RGRkpMFj1ce4/CkHlJubizp16mDIkCGIioqCt7c3kpOTceTIEbz//vvKcq1atUJSUhJmzJiB1q1bw9vbG/369UPfvn2xdetWDBw4EH369MGlS5ewevVqREZGavT8TdWvXz889thjePXVV5GWlobIyEhs3bpV65f0xRdfRFZWFpKTk+Hq6opevXphzJgxWLBgAZ544gnlytx//PEHunTpgoSEBMydO1fv5/fq1QsXL17EzJkzcejQIRw6dEj5WnBwsLKj8v3332PBggUYMmQIIiIicOfOHeXK1G+//bbaCt4bN27Eli1bEBsbq/xdf/XVVxgzZgwGDx6s9vnLli1Djx49EBMTg/HjxyMnJwdLly5F48aN8cILLyjLvfrqqxgxYgTatm2LcePGwdPTE1988QWOHTuGBQsWmLzOiC1gXBq2adMmSKVSjbhR9cMPP+DPP/8EUNZgnjp1CgsWLABQlo7ZvHlzAKbF5ZIlS9C/f3/07NkTw4YNw+nTp7FixQqMGTMGDz/8sFF1tyWMNd2aNWuGbt26oUWLFvD398e5c+ewdu1a5U0gVQcOHMCBAwcAlHVa8vLylLEWGxuL2NhYAEDLli0xevRofPrppyguLkanTp3wyy+/4Ouvv8bs2bPVRkVPnTqF77//HkDZeic5OTnKfUZFRaFfv34AgJkzZ+LChQvo1q0bQkNDkZaWho8//hh5eXkaSzHYGsafbqbEn7Ht0vDhw/HHH39g9OjR+Oeff9TWuvH29saAAQOU/zY2/oCyC9fLly8jPz8fQNn3QVF25MiRGmvo2BLGoG7GXgf+8ccfePbZZ1GzZk1069ZNIx25Q4cOqF+/PgDT2sCFCxeiQ4cO6NSpE8aNG4dr167h/fffR8+ePdGrVy9lufHjx0MulyM2Nha1a9dGZmYmNm3ahH///Rfvv/++SVlQWlXqiSY7VlBQIF555RURFRUlfHx8hJeXl4iKihIrV65UK3fv3j3xzDPPiOrVqwsAygfrSktLxdtvvy3Cw8OFVCoVLVu2FNu3b9d4+M4Y2t6TlZUlRo4cKXx9fYWfn58YOXKkOHHihNoDe999950AIN5//32198rlchEeHi6ioqKUM+GYMvUjVB4+LP+j+lDy0aNHRb9+/UTt2rWFu7u78Pb2FjExMeKrr77S2Ofhw4dFbGys8Pf3Fx4eHiIqKkqsXr1a50N1e/bsEe3atRMeHh6iRo0aYuTIkSIjI0Oj3K5du0SnTp1EQECAcHd3F82aNROrV682eIy2inGpX05OjvDw8BCDBg0yWHddMaz6wKupcblt2zbRokULIZVKRZ06dcScOXP0znZmyxhruiUkJIjo6Gjh7+8v3NzcRGhoqBg2bJg4deqU1rK6Yq38ZxUWFoq5c+eK8PBwUa1aNdGwYUOxbNkyjX2uW7dO5z5VJyHZvHmziI2NFYGBgcLNzU0EBASIgQMHimPHjhk8Rmtj/OlmSvwJYVy7FB4erjOmyh+7sfEnhBCdOnXSWXbfvn0Gj9WaGIO6GXsdqC9Wyp9vhTC+DRRCiIMHD4oOHToIDw8PERgYKCZNmqQx0cgXX3whunfvLoKDg4Wbm5vw9/cX3bt3F999953BYzSG5P9/GURERERERAQnfiaJiIiIiIhIG6d9Jqkq3LlzB4WFhTpfd3V1tYvZh8ixMC6pqjDWyJoYf2RtjEH7xnQ7C+rcuTP279+v8/Xw8HC7XcuH7BfjkqoKY42sifFH1sYYtG/sJFnQsWPH9C4Q6Onpiccee6wKa0TEuKSqw1gja2L8kbUxBu0bO0lEREREREQqHP6ZpNLSUqSnp8PHx0fnqsnkXIQQyM3NRWhoKFxcLDt3CeOPtKmqGGT8kTZsA8maGH9kbcbGoMN3ktLT0xEWFmbtapANunr1KurUqWPRz2D8kT6WjkHGH+nDNpCsifFH1mYoBu2ik/TRRx9hyZIlyMzMRFRUFBITE9GmTRuj3uvj4wOg7Bfh6+tryWqSnZDL5QgLC1PGhiUx/kibqopBxh9pwzaQrInxR9ZmbAzafCcpKSkJM2bMwOrVq9G2bVssX74ccXFxOHPmDIKCggy+XzG86uvryy8IqamKoXfGH+lj6Rhk/JE+bAPJmhh/ZG2GYtDmF5NdunQpxo4di+eeew6RkZFYvXo1ZDIZPv30U2tXjYiIiIiIHJBNjyQVFhbi2LFjmD17tnKbi4sLunfvjpSUFK3vKSgoQEFBgfLfcrlco4wQAveLSgAAntVc+TAfmQ3jj6zJmPgDGINkOWwDyZoYf2RONj2SdPv2bZSUlCA4OFhte3BwMDIzM7W+Z9GiRfDz81P+aHtg735RCSLf3I3IN3crvyhE5sD4I2syJv4AxiBZDttAsibGH5mTTY8kVcTs2bMxY8YM5b8VD2fpkl+o/QvCuwtUEeaKv6rCOHcspsYfYP0YVGAsOgZTY5ArNZI52ds5uCLYVlYdm+4kBQQEwNXVFTdu3FDbfuPGDdSqVUvre6RSKaRSqdGfEb0gWev2yBBffD2hPbTFIQOUdDFX/FUVfXGuD78DtsnU+AOsH4MKFY1FgPFoS0yNwb6Jh7B9SgwkEv4dqfLs7RxcEZVpK/Xh90+TTXeS3N3d0apVK+zduxcDBgwAULYw2N69ezF58uQK79ezmiuiw/1x9PJdnWVSM+RomrBb62vR4f7/H6AMJjKdMfFXVfTFuT78Dtg3W4pBhYrGIsB4tDee1VwRGeKL1Aw5Lt3OU/7d+XekqmCL7Z8pKtNW6sPvnyab7iQBwIwZMzBq1ChER0ejTZs2WL58OfLy8vDcc89VeJ8SiQRfT2ivNRdVCGDo6hSkZmh/4BkAjl6+i/zCEnhJbf7XRzZIX/xVFWPiXJ+jl+8iK68QNb3c2aDaIVuIQYXKxiLAeLQ3EokE26fEoG/iIbW/u+LvKHN35V1tshhbav9MYY62Uh/V7x/AkSUAkAhh+xnBK1asUC4m26JFC3z44Ydo27atUe+Vy+Xw8/NDTk6O0XPkq858oiq/sEQ5NBsR4IW9MzrBxcW5A8geVSQm7OGzTKUrzvVR/Q4AvPNUUVUVF7Ycf6oqEouAZjxGhvhi+5QYtssG2EobqPi7l/87Av+lFMnceaHmaGwl/uxRRdtKfbR9/wDHbk+NjQubnt1OYfLkybh8+TIKCgpw+PBhoztIFSWRSCBzd9P4qenljsiQsl/mpdt56Jt4CHbQxyTSSlec6/up6eWO6HB/5T6OXr5rd3fjyPZUJBa1xWNqhpztsh1R/N3L/x2B/1KKhq5O4d+T6P9VtK00pR1VYHtqB+l2tkSRItBt6X5cup2H1Aw50+7IqSjSFLLyCu3ygVdyLIp4zC8sQd/EQ8p2+X5RCWTubJfthWr6U/mUIqa3E1lW+fRDIaDWnjrz988uRpJsiYtLWUdJoW/iIZSWOm8vm5xP2Z0sV2tXgwhAWTx6Sd3U2mWyP4o75F5SN+yYGoOjc7orX+N5lsiyVEeoyrenzjyay05SBcjcXZl2R0RkQ/jYiuOQSCRMbyeyItXrXMXovDNiJ6kCFGl3EQFeAMoCKCuvEPmFxWzEyekw5InI3LSdZ+1x4U8ie6RIwXN27CRVUPm0u+gFyYh8czf6fHgIeQXFyC/874cdJ3JkzjwUT0SWoy29XXF+ZZtDZFmqo/PO+nVzziexzETmrrkgmbZFvjhNMjka1cUg+aA8EVmKIu2HC88SWc/Q1SnYMTXG6b5vHEmqBMVwZOr8OPw9L06Zv1meYoEu1dEl3gkje8aheCKqCoq0u/LnV13nVZ5ficxDcTMUcN7nknjrt5IUM4IAwI6pMWpBpLpAl66FusruhGnulysdk63jUDwRVQUXF4ny/GrovKqg7/yqwPMskW6Km6Hls6OcCTtJZqTaYQLKGuDy6XiqtKXmKTCVgOyJsw7FE1HVUJxfDZ1XFfSdXxV4niXSz9m/GuwkWVD5BboUyi+Wp40ilUDm7sq7XWSTyj+X5MwLzhFR1dB1XlUw5vyqoHqe1YfnYCLnzBjhFY2FlR9dUiifmqegLZVANW2AjTXZivJD8X0TD2HvjE5wcWF8EpHl6DqvKug6vyoYm7KnUD51j+dhckbOeI7nxA1Worq6sepPTS93RIf7q5VVpA1Evrmb0y2TTeHCykRka3SdX/WdZ/VRPQfzPEzORHXyBmc8x3MkycaophJoSxtgGh7ZEsXMU92W7sel23lMuyOb4ETncKoAQyl7CrpS93geJmeh7RyflVeIml7uThH3EuHgXUK5XA4/Pz/k5OTA11f7FN22TAihMaOPAtPwKqYqY8Le489YeQXFyrS7iAAvpxuSN1VVxYWzxB8A5BcWI/LNshiMDPHlRCJ6sA00nuIcDEDveVjmznOwsRh/9kf1HA+Uxf32KTF2e543Ni6YbmfjFGkDTMMjW8a0O7I2rulBlqCauqfvPMxzMDkymburWuynZsid4jzPTpKdMLRwrerCeo4etGR7FEPyEQFeAKBMuyOqKlzgmCxN33lYcQ7m+ZcckSL2/54X51TneXaS7IjijpaX1A07psYgdX4cjs7prnw9ekEyR5XIalxcyjpKCoxDqmrMdiJLK38eLn8OZrtHjkoikcBL6uZU5/lKdZIKCgrMVQ8ykb40PN7RImtRTbtTPODJOCQiRySRSDTOwUcv33X4u+vk3Mqf5x05tdmkTtLOnTsxatQo1K9fH9WqVYNMJoOvry86deqEhQsXIj093VL1JB1Uh//L39Hq8+Eh5BUw/Y6qTvmUJ8YhWUt+YQljjixO0eapnn/7JrLNI8dV/jzvyGFuVCdp27ZtaNy4MUaPHg03NzfMmjULW7duxe7du7FmzRp06tQJycnJqF+/PiZMmIBbt25Zut6kQteoEh8oJWvQ9oAn45CqGlOfqKooRpRUJ69hm0eOTDW12ZHj3KjFTN59910sW7YMjz/+OFxcNPtVTz75JADg+vXrSExMxMaNGzF9+nTz1pQMUvTu8wtL1NZ2UAz/c+0aqgr64tCZ1legqudZrayDfvTyXQDq69mUL8cYJHNSTF7TN/EQz73k8BSziaZmyJUpdzJ3x4tzrpPkoIQQyMorVK7pwLVr/sM1GqpO+TgE1Nf3ApzzgpXrJFmOtpgrr3wMlufoMck20HJ47jWM8ecYVNdOSp0fZ1edJGPjwn6OiEyiOvyfmiFXrl3DBRapKqk+2Ky4u69Iv1OIDvf//wtWxiVVnraYK698DJbHmKSK4rmXnIUzhLPJnSQhBL755hvs27cPN2/eRGlpqdrrW7duNVvlqHIUw//dlu7Hpdt5yjntOfRPVUlX+p2CtpQoR7+TT5aliLnysy4JAa0xWF75mGQ8kil47iVn46g5aSZ/Y6dNm4aPP/4YXbp0QXBwME8cNk6xdo3irmnfxEMc+qcqp1hfYcfUGOWFa35hiTIlpXxqFFPyqLIUE9qUpxqD5emKSY4skam0nXu3T4mBzJ1tGTkeR722NLmTtGHDBmzduhW9e/e2RH3IAhRz2nPon6xN9cK1/EP2qpiSR5aiq/ME6I7Jo5fvOuyDyWQ55c+9TRN2sy0jh6E6eYOjXlua3OL7+fmhfv36lqgLWQiH/skWaUuJ0pUOpZr+xFElspTyMak6skRkKl0z3nGWT3IE2q4tHe1mkkmLyQLA3LlzMW/ePNy/f98S9SELUQz9K/RNPITSUgdNIiW7obirr/hRpOSlzo/TukBy5Ju7lYvT5heW/Tj4BJ1UxdRj0tXwG4j0cHGRYMfUGC72Tg6p/LWlo4WzyZ2kJ598Enfv3kVQUBCaNWuGRx99VO3HFIsWLULr1q3h4+ODoKAgDBgwAGfOnFEr07lzZ0gkErWfCRMmmFptwn9D/wCUQ6NsoMnWqF6kll8gGfgvFS/yzbIfR17Ijojsn+qMiwpcZJschSMvLGvymNioUaNw7NgxjBgxotITN+zfvx+TJk1C69atUVxcjNdeew09e/ZEamoqvLy8lOXGjh2L+fPnK/8tk8kq/JnOzBmGRsmxqKY/GZOKp4ppeURkK7jYOzkqR15Y1uSj2LFjB3bv3o2YmBjDhQ3YtWuX2r/Xr1+PoKAgHDt2DLGxscrtMpkMtWrVMmqfBQUFKCgoUP5bLtc/1auzKT/jDpkX48/8VB+0N3Z2PED/gqGO2oFi/JG1MQZ1U53lU3XBWcXMdxKJ47ZNVYXxV/UUNwAU15X5hSUOE8cmp9uFhYVZbNXinJwcAECNGjXUtm/atAkBAQF45JFHMHv2bOTn5+vcx6JFi+Dn56f8CQsLs0hd7ZkDxK3NYvxZlqFUPFXl0/JUfxwtJUCB8UfWxhg0THXBWQDKme8cuW2qKow/61C9roxekOwwcSwRJh7Fjh07kJiYiNWrV6NevXpmq0hpaSn69++P7OxsHDp0SLn9f//7H8LDwxEaGopTp05h1qxZaNOmjc5Fa7XdRQgLC0NOTo7FOnf2Jr+wGJFvlvX4/54X53TD/HK5HH5+fhaJCcZf1RJCVHzB0DndrZaiZ6kYZPyZl2pbmTo/zmFSSNgG2obSUqE2852CtrZJF3u8Y8/4czxCCAxdnaK2fIItX18aG4Mm137EiBHIz89HgwYNIJPJUK1aNbXX79y5Y3ptAUyaNAmnT59W6yABwLhx45T/36xZM4SEhKBbt264cOECGjRooLEfqVQKqVRaoTo4Iy5wZ16Mv6pl6oKhFU3Rs5cLEcYfWRtj0HiKme/uF5UYbJt00ZdWrIu9tGcVwfizDkXKnbY0Unu+vjS5k7Rs2TKzH+zkyZOxfft2HDhwAHXq1NFbtm3btgCA8+fPa+0kkWHlFwDjAnfkaHR1nvQtYAtoLmKrwO8HEVmCoq0y1DbpoqvN0oftGVmCahqpo1xfmtxJio+P1/maqWsnCSEwZcoUbNu2Db/88gsiIiIMvufkyZMAgJCQEJM+i/6jb4E7bUP8jnzXiZyLtgVsAcMpeuW/H/xOEJE56WqbdDE2rVgbfed7VWznyFTGXl/aS2yZ3EmaOnUqPvzwQ43teXl56Nu3L/bt22f0viZNmoTNmzfju+++g4+PDzIzMwEAfn5+8PT0xIULF7B582b07t0bNWvWxKlTpzB9+nTExsaiefPmpladVCiG+VWHRnUN8TvjLGHkuExJ0dOVAqP6neB3gIjMQVfbpIuutGJdTE3pM5TKx7aPtDHm+tJerisrNAW4v78/5s2bp9yWl5eHXr16mfzhq1atAlC2YKyqdevWIT4+Hu7u7khOTsby5cuRl5eHsLAwDB48GHPmzDH5s0iT6gJ3+ob49Q3n2/MwKpEqbRcoulJgVL8T/A4QkTWY2qkyNaXPUCof2z7SxdD1pb1cV5rcSfrpp5/QsWNH+Pv7Y9q0acjNzUVcXBzc3Nywc+dOk/ZlaGK9sLAw7N+/39Qqkgn0DfEbM5zPhTzJkZX/fmj7Tii+AzW93BnzRGSzjE3pM3qGUKYhkx7a4q0y15UKVRlnJneSGjRogF27dqFLly5wcXHBF198AalUih07dsDLy8sSdSQL03c3ypyzhLEBJXtU/vuhazYqRczb80w+ROTYjB190pfKxzRkMpa2eKvodaVCVV5fVmgC8+bNm2P79u3o0aMH2rZti+3bt8PT09PcdSMbYM5ZwmxpCJWoonTNRqWIecY5Edk7fZ0ppiFTZVT0ulKhKq8vjeoktWzZUusHS6VSpKen47HHHlNuO378uPlqRzarIrOEGTujDsC7UGT7FN+B/MIStZg/evku8gtLbHYRPSKiyjA2DZntIJnCUDqoMdeX5k57Nyp6BwwYYLYPJMdh7CxhFVkkz5gF8tiRImuTSCTwkrppzOTTN/EQ9s7oBBcXxicROR5j0pDZDpKpDKWDGrq+jAzxxfYpMWaLOaM6SQkJCWb5MHIO5YO8IovkGbNAHofzyVZoW0Svb+Ih7Jgaw/gkIoenmobMdpAsxdD1ZWqG3KwxZ1QnSQjBAKcKM2WRPFMWyFNN3+OoElmbYhG9bkv349LtPKRmyJluQkRORVs7eL+oxKSpyomMpZr23jfxkNnPvUbtoWnTpnjzzTcxaNAguLu76yx37tw5LF26FOHh4Xj11VcrXTlyHKas52BogTxt6XscVSJb4OJSdoGgGAUdujqFd1GJyKmUbweJLEmR9m6Jc69RV62JiYmYNWsWJk6ciB49eiA6OhqhoaHw8PDA3bt3kZqaikOHDuHvv//G5MmT8cILL1SqUuTcDHWotKXvca0ashUy9//STXgXlYicEU/DVNUsce416t3dunXD0aNHcejQISQlJWHTpk24fPky7t+/j4CAALRs2RLPPvsshg8fDn9//0pViMgQ1fQ9rlVDtkYRn7yLSkREVDXKn3uFqPw+TepixcTEICYmpvKfSlRJXKuGbBnDjoiIqGqpnnvNkXLnYoY6EVmN4s7B3/PiEBniq9yuWKOBiIiIiByfYnZFAMqUu8pgJ4nsnupaNUfndFdu75t4CKWlZhhvJSKnl19YgvzCYghz5HAQEZHZKW6cmws7SeQwVNeqAaBco4EXNURUWdELkhH55m4MXZ3CNoWIyEaZM92dnSRyKIo1GiICvACYZ7iViJyT4plHVYqZNNlRIiJybOwkkcNRrNFARFQZitSN1Plxaqm80QuSOaJERGTjKttEV2gC8dLSUpw/fx43b95EaWmp2muxsbGVqxGRGXB2MSIyB10zaR69fJdrYBER2bDKznBncuv++++/45lnnsHly5c17qJJJBKUlDC1iYiIHItiVCkrr1C5NhsREdkWxQx35lhU1uR0uwkTJiA6OhqnT5/GnTt3cPfuXeXPnTt3KlQJIiIiW1c2quSq/Hd+YQlT7oiIbIg5Z7gzuWt17tw5fPPNN2jYsKFZKkBERGSPohckc+FqIiIbY67m2OSRpLZt2+L8+fPm+XQiIiI7Un7GO8Vsd/mFxVp/ONJERGSfjBpJOnXqlPL/p0yZgpdeegmZmZlo1qwZqlWrpla2efPm5q0hEZEd4zWyY9H2bJK+Z5QiQ3z/f6TJuP17VnPlqBQRkQ0wqpPUokULSCQStTtio0ePVv6/4jVO3EBEpK6ys+uQ7VEsXK06250uqRlyNE3YbfS+mb5HRGQbjOokXbp0ydL1ICJyGOacXYdsk2JESddi1UKUdZBTM+Qm7VeRvqc6QYQ+HHkiIrIMo87a4eHhyv8/cOAAOnToADc39bcWFxfjt99+UytLROSMFBfQpowgkP1RrKGky46pMTo7UeXlF5YYlb5Xnq50PnaeiIgqx+Rbm126dEFGRgaCgoLUtufk5KBLly5MtyMiAhc0JsOdKFXlF6s1lq50PqbtERFVjsmdJMWzR+VlZWXBy8vLLJUiIiJyJobS98ozlM6nSNur6eXOjhIRUQUY3UkaNGgQgLKGPD4+HlKpVPlaSUkJTp06hQ4dOpi/hkRERE7AlJEnQHs6X/m0PY4oERFVjNHrJPn5+cHPzw9CCPj4+Cj/7efnh1q1amHcuHHYuHGjSR8+d+5cSCQStZ+HHnpI+fqDBw8wadIk1KxZE97e3hg8eDBu3Lhh0mcQERE5IkWnSvVHMeuewtHLd40enSIiov8Yfctq3bp1AIB69erh5ZdfNltqXdOmTZGc/N9DqqoTQkyfPh07duzA119/DT8/P0yePBmDBg3Cr7/+apbPJiIiciTa1nEiIiLTmfxMUkJCAgDg5s2bOHPmDACgSZMmGhM5GF0BNzfUqlVLY3tOTg7Wrl2LzZs3o2vXrgDKOmoPP/wwfv/9d7Rr165Cn0dEROTIykaYjJtCnIiItDO5k5Sbm4uJEyfiyy+/VM5k5+rqiqeeegofffQR/Pz8TNrfuXPnEBoaCg8PD7Rv3x6LFi1C3bp1cezYMRQVFaF79+7Ksg899BDq1q2LlJQUnZ2kgoICFBQUKP8tl5u2RgVRZTD+yJoYf2RtjEGyJsYfmZPRzyQpjBkzBocPH8b27duRnZ2N7OxsbN++HUePHsX48eNN2lfbtm2xfv167Nq1C6tWrcKlS5fQsWNH5ObmIjMzE+7u7qhevbrae4KDg5GZmalzn4sWLVJ7XiosLMzUQySqMMYfWRPjj6yNMUjWxPij8oSo+HtN7iRt374dn376KeLi4uDr6wtfX1/ExcXhk08+wQ8//GDSvh5//HEMHToUzZs3R1xcHH788UdkZ2fjq6++MrVaSrNnz0ZOTo7y5+rVqxXeF5GpGH9kTYw/sjbGIFkT44/KG7o6BaKCPSWT0+1q1qypNaXOz88P/v7+Wt5hvOrVq6Nx48Y4f/48evTogcLCQmRnZ6uNJt24cUPrM0wKUqlUbXpyoqrE+COFyty9qijGH1kbY5CsifFHQNni3JEhvkjNkCM1Q477RSUmLa+gYPJI0pw5czBjxgy1lLfMzEy88soreOONN0yugKp79+7hwoULCAkJQatWrVCtWjXs3btX+fqZM2dw5coVtG/fvlKfQ0RkSUIIDF2dYu1qEBEROR3FLJ+VZXK3atWqVTh//jzq1q2LunXrAgCuXLkCqVSKW7du4eOPP1aWPX78uN59vfzyy+jXrx/Cw8ORnp6OhIQEuLq64umnn4afnx+ef/55zJgxAzVq1ICvry+mTJmC9u3bc2Y7IrJp94tKkJpR9sBwZIgvPKtxpjEiIqKqYo71s03uJA0YMKDyn/r/rl27hqeffhpZWVkIDAxETEwMfv/9dwQGBgIAli1bBhcXFwwePBgFBQWIi4vDypUrzfb5RESW9vWE9pCYo7UmIiKiKlPhdZLM4csvv9T7uoeHBz766CN89NFHZvtMIqKqxP4RERGR/TH5mSQAyM7Oxpo1azB79mzcuXMHQFlq3fXr181aOSIiIiIioqpm8kjSqVOn0L17d/j5+SEtLQ1jx45FjRo1sHXrVly5cgWff/65JepJRERERERUJUweSZoxYwbi4+Nx7tw5eHh4KLf37t0bBw4cMGvliIiIiIiIqprJnaQjR45g/PjxGttr166tNi04ERERERGRPTK5kySVSiGXyzW2nz17VjkrHRERERERkb0yuZPUv39/zJ8/H0VFRQDKFmy6cuUKZs2ahcGDB5u9gkRERERERFXJ5E7S+++/j3v37iEoKAj3799Hp06d0LBhQ/j4+GDhwoWWqCMREREREVGVMXl2Oz8/P+zZsweHDh3CqVOncO/ePTz66KPo3r27JepHRERERERUpUzuJCnExMQgJibGnHUhIiIiIiKyOpM6SaWlpVi/fj22bt2KtLQ0SCQSREREYMiQIRg5ciQkXFqeiIiIiIjsnNHPJAkh0L9/f4wZMwbXr19Hs2bN0LRpU1y+fBnx8fEYOHCgJetJRERERERUJYweSVq/fj0OHDiAvXv3okuXLmqv/fzzzxgwYAA+//xzPPvss2avJBGRPRHC2jUgIrIetoHkCIweSfriiy/w2muvaXSQAKBr16549dVXsWnTJrNWjojI3gghMHR1irWrQURkFWwDyVEY3Uk6deoUevXqpfP1xx9/HH/++adZKkVEZK/uF5UgNaNswe3IEF94VnO1co2IiKoO20ByFEZ3ku7cuYPg4GCdrwcHB+Pu3btmqRQRkSP4ekJ7TmhDRE6LbSDZM6M7SSUlJXBz0/0Ik6urK4qLi81SKSIiR8BrAyJyZmwDyZ4ZPXGDEALx8fGQSqVaXy8oKDBbpYiIiIiIiKzF6E7SqFGjDJbhzHZERETWx9nFiIgqx+hO0rp16yxZDyIiIjIDzi5GRFR5Rj+TRGRPeBeViJwVZxcjIqo8dpLI4fAuKhFRGc4uRkRUMewkkcPhXVQiojLsHxERVQw7SeTQeBeViIiIiEzFThI5NPaPiIiIiMhU7CQREREREZHDMMcEXuwkEREREZFZcHZZsjZzTeDFThIRERERVRpnlyVbYK4JvKzaSapXrx4kEonGz6RJkwAAnTt31nhtwoQJ1qwyEZFevItKRM4qv5Czy5JtqcwEXm5mrotJjhw5gpKSEuW/T58+jR49emDo0KHKbWPHjsX8+fOV/5bJZFVaRyIiY/EuKhE5q/LtH2eXJVtQmRC0aicpMDBQ7d+LFy9GgwYN0KlTJ+U2mUyGWrVqVXXViIhMxjW6iMhZlW//ZO5s/8i+WbWTpKqwsBAbN27EjBkz1O48bNq0CRs3bkStWrXQr18/vPHGG3pHkwoKClBQUKD8t1wut2i9iVQx/kjBGndRGX9kbYxBAqw3isT4I3OymYkbvv32W2RnZyM+Pl657ZlnnsHGjRuxb98+zJ49Gxs2bMCIESP07mfRokXw8/NT/oSFhVm45kT/YfyRgjWyTBh/ZG2MQQKst0Yh44/MyWY6SWvXrsXjjz+O0NBQ5bZx48YhLi4OzZo1w/Dhw/H5559j27ZtuHDhgs79zJ49Gzk5Ocqfq1evVkX1iQAw/si6GH9kbYxBsibGH5mTTaTbXb58GcnJydi6davecm3btgUAnD9/Hg0aNNBaRiqVQiqVmr2ORMZg/JE1Mf7I2hiDZE2MPzInmxhJWrduHYKCgtCnTx+95U6ePAkACAkJqYJaERERERGRM7L6SFJpaSnWrVuHUaNGwc3tv+pcuHABmzdvRu/evVGzZk2cOnUK06dPR2xsLJo3b27FGhMRERERkSOzeicpOTkZV65cwejRo9W2u7u7Izk5GcuXL0deXh7CwsIwePBgzJkzx0o1JXsghEB+YYnhgkREREREOli9k9SzZ08ILUvUh4WFYf/+/VaoEdmz+0UliF6QbO1qEBEREZEds4lnkogsITrcn4t5EhEREZHJrD6SRGROntVckTo/Tvn/1ljMjpxX+fgjsgbGIVkD445shblikZ0kcigSiQQyd4Y1WQfjj2wB45CsgXFHtsJcsch0OyIiIiIiIhXsJBEREREREalw+HFRxcx5crncyjUhW6GIBW2zKpob44+0qaoYZPyRNmwDyZoYf2Rtxsagw3eScnNzAZRNKU6kKjc3F35+fhb/DIDxR9pZOgYZf6QP20CyJsYfWZuhGJSIqujKW1FpaSnS09Ph4+NjtZnO5HI5wsLCcPXqVfj6+lqlDlXFHo5VCIHc3FyEhobCxcWyGae2EH8K9vC3sZaq/t1UVQxaO/6cJebs7TidtQ0sz97+bsawh2Ni/JnOHv6u5lIVx2psDDr8SJKLiwvq1Klj7WoAAHx9fR0+uBVs/VgtffdKwZbiT8HW/zbWVJW/m6qIQVuJP2eJOXs6TmduA8uzp7+bsWz9mBh/FWPrf1dzsvSxGhODnLiBiIiIiIhIBTtJREREREREKthJqgJSqRQJCQmQSqVaX4+Pj0e9evUM7ictLQ0SiQTr1683bwXNyNCxkvXo+9s4UgxWBOPWMirze7WnmGT82CfF323SpEl2E2uGMBbtk6H2TvF3zcjIsPkYrCxbimF2kgzYvHkzli9fXql9SKVSzJ071yb+4BXRo0cPSCQSTJ48WeO1VatWYejQoahbty4kEgnGjx9v1LGOHTsWEokEffv21XjtwYMHWLRoESIjIyGTyVC7dm0MHToUf//9t1q5AwcOoH///ggLC4OHhwdq1aqFXr164ddff63cAdsYc8QgYF9xeObMGUyfPh0dOnSAh4cHJBIJ0tLStJZNSkrCiBEj0KhRI0gkEnTu3Flrub///htDhw5F/fr1IZPJEBAQgNjYWPzwww8avxuJRKLzp0ePHsp9pqenY8SIEWjSpAl8fHxQvXp1tGnTBp999lmVTG9rLcbGpD3FnKlU20Vtx7l27Vo8/PDD8PDwQKNGjZCYmKixj61bt+Kpp55SxmSTJk3w0ksvITs7W61cVlYWlixZgtjYWAQGBqJ69epo164dkpKSLH2YVmeu9k8bxd/N1dXVIvuvqG3btiEuLg6hoaGQSqWoU6cOhgwZgtOnT2uUnT59Oh599FHUqFEDMpkMLVq0AAAUFRVp3ffx48fRv39/ZflHHnkEH374oUa53377DTExMZDJZKhVqxamTp2Ke/fuaZQ7duwYevXqBV9fX/j4+KBnz544efJkpY7f1lgyBo1V1W2psW2TQm5uLmbOnImIiAhIpVLUrl0bQ4YMQX5+vrLM+vXrdZ5XMzMzleXKH+uFCxeU1wFHjx7V+Ow9e/YoY9Xf3x9DhgzReb1gKoefuKGyNm/ejNOnT2PatGkW+4xPPvkEpaWlFtt/ZWzduhUpKSk6X3/nnXeQm5uLNm3aICMjw6h9Hj16FOvXr4eHh4fW14cPH47vv/8eY8eOxaOPPor09HR89NFHaN++Pf766y+Eh4cDAM6ePQsXFxdMmDABtWrVwt27d7Fx40bExsZix44d6NWrl+kHbIOcMQZTUlLw4YcfIjIyEg8//LDek+6qVatw7NgxtG7dGllZWTrLXb58Gbm5uRg1ahRCQ0ORn5+PLVu2oH///vj4448xbtw4ZdkNGzZovP/o0aP44IMP0LNnT+W227dv49q1axgyZAjq1q2LoqIi7NmzB/Hx8Thz5gzefvvtiv0CbJwzxqQqQ+3ixx9/jAkTJmDw4MGYMWMGDh48iKlTpyI/Px+zZs1Slhs3bhxCQ0MxYsQI1K1bF3/99RdWrFiBH3/8EcePH4enpyeAsu/D66+/jt69e2POnDlwc3PDli1bMGzYMKSmpmLevHkWP2ZrccZY++uvv+Dv748XX3wRAQEByMzMxKeffoo2bdogJSUFUVFRyrJHjhxBx44d8dxzz8HDwwMnTpzA4sWLkZycjAMHDqjN3PXTTz+hX79+aNmyJd544w14e3vjwoULuHbtmtrnnzx5Et26dcPDDz+MpUuX4tq1a3jvvfdw7tw57Ny5U1nu+PHjiImJQVhYGBISElBaWoqVK1eiU6dO+OOPP9CkSRPL/7KqgDPGoLFtEwDk5OSgU6dOuHbtGsaNG4eGDRvi1q1bOHjwIAoKCiCTydT2PX/+fERERKhtq169us66TJ8+HW5ubigoKNB4bfv27XjiiSfw6KOPYvHixZDL5fjggw8QExODEydOIDAwsHK/CEF69enTR4SHh1u7GkIIIS5duiQAiHXr1lXJ592/f1/Uq1dPzJ8/XwAQkyZN0iiTlpYmSktLhRBCeHl5iVGjRundZ2lpqWjfvr0YPXq0CA8PF3369FF7/dq1awKAePnll9W2//zzzwKAWLp0qd795+XlieDgYBEXF2fEEdoHZ4zBrKwsIZfLhRBCLFmyRAAQly5d0lr2ypUroqSkRAghRNOmTUWnTp2M/pzi4mIRFRUlmjRpYrDs888/LyQSibh69arBsn379hVeXl6iuLjY6LrYE2eMSQVD7WJ+fr6oWbOmRts2fPhw4eXlJe7cuaPctm/fPo39f/bZZwKA+OSTT5TbLl68KNLS0tTKlZaWiq5duwqpVCru3btnhiOzTc4ca6oyMzOFm5ubGD9+vMGy7733ngAgUlJSlNtycnJEcHCwGDhwoLK91OXxxx8XISEhIicnR7ntk08+EQDE7t27ldt69+4t/P39xe3bt5Xb0tPThbe3txg0aJAph2fTnDEGjW2bhBDihRdeENWrVxcXL17Uu89169YJAOLIkSNG12PXrl3C3d1dzJkzR+t7IyMjRcOGDUVBQYFy28mTJ4WLi4uYMWOG0Z+ji1On2+Xm5mLatGmoV68epFIpgoKC0KNHDxw/fhwA0LlzZ+zYsQOXL19WDgkqckYLCwvx5ptvolWrVvDz84OXlxc6duyIffv2mVwPbbmo2dnZiI+Ph5+fH6pXr45Ro0ZpDHPevHkTgYGB6Ny5s1pqz/nz5+Hl5YWnnnpKuS0/Px///vsvbt++bXS93n33XZSWluLll1/WWSY8PNyktQc2bNiA06dPY+HChVpfVyz8FhwcrLY9JCQEANTuXmgjk8kQGBioc0jY1jAGtatRowZ8fHyMqntYWFiF19pwdXVFWFiYwXgpKCjAli1b0KlTJ6Omk61Xrx7y8/NRWFhYoXpZE2NSP0Pt4r59+5CVlYWJEyeqbZ80aRLy8vKwY8cO5TZtqaEDBw4EAPzzzz/KbREREcoRdAWJRIIBAwagoKAAFy9eNLr+toSxZrygoCDIZDKjzm2KY1Etu3nzZty4cQMLFy6Ei4sL8vLytI5cyOVy7NmzByNGjFCbfvnZZ5+Ft7c3vvrqK+W2gwcPonv37qhZs6ZyW0hICDp16oTt27drTc+zNYxB7Yxtm7Kzs7Fu3TqMGzcOERERKCws1DriU15ubi5KSkr0likqKsKLL76IF198EQ0aNNB4/c6dO0hNTcXAgQPh7u6u3B4VFYWHH34YX375pcF6GOLUnaQJEyZg1apVGDx4MFauXImXX34Znp6eygB4/fXX0aJFCwQEBGDDhg3YsGGDMi9VLpdjzZo16Ny5M9555x3MnTsXt27dQlxcXKXzcYUQeOKJJ7BhwwaMGDECCxYswLVr1zBq1Ci1ckFBQVi1ahX279+vzHcvLS1FfHw8fHx8sHLlSmXZP/74Aw8//DBWrFhhVB2uXLmCxYsX45133jHYMTFWbm4uZs2ahddeew21atXSWqZBgwaoU6cO3n//ffzwww+4du0a/vjjD0yYMAEREREYNmyYxnvkcjlu376Nf//9F6+99hpOnz6Nbt26maXOlsYYrHp5eXm4ffs2Lly4gGXLlmHnzp0G4+XHH39EdnY2hg8frvX1+/fv4/bt20hLS8Nnn32GdevWoX379mb77lQlxqRuxrSLJ06cAABER0erbW/VqhVcXFyUr+uiyM0PCAgwWB9Tytoixpp+2dnZuHXrFv766y+MGTMGcrlca1tVXFyM27dvIz09HT/99BPmzJkDHx8ftGnTRlkmOTkZvr6+uH79Opo0aQJvb2/4+vrihRdewIMHD5Tl/vrrLxQXF2vEr7u7O1q0aKEWvwUFBVq/BzKZDIWFhVqfobI1jEHjaWtvDh06hAcPHqBhw4YYMmQIZDIZPD098dhjj+n8HXTp0gW+vr6QyWTo378/zp07p7Xc8uXLcffuXcyZM0fr64rOmK4YTE9PV3vWqUIqPRZlx/z8/LSmkKnSNcxaXFysNrwnhBB3794VwcHBYvTo0SbVY9SoUWqf8e233woA4t1331X7vI4dO2odZn366aeFTCYTZ8+eVaYmffvtt2pl9u3bJwCIhIQEo+o0ZMgQ0aFDB+W/oSPdTpWhdLuXX35ZREREiAcPHgghhNZ0OyGEOHz4sGjQoIEAoPxp1aqVyMjI0LrfuLg4ZTl3d3cxfvx4cf/+fSOO0voYg4YZSrdTZUy63fjx45Xx4uLiIoYMGaKWAqXN4MGDhVQqFXfv3tX6+qJFi9TitVu3buLKlSsG62uLGJO6GdMuTpo0Sbi6ump9f2BgoBg2bJjez3j++eeFq6urOHv2rN5yWVlZIigoSHTs2NGoutsixpp+TZo0UbYp3t7eYs6cOVpT5VJSUtTanyZNmmikSzVv3lzIZDIhk8nElClTxJYtW8SUKVMEALWY/PrrrwUAceDAAY3PGTp0qKhVq5by382aNRONGzdWSysuKCgQdevWFQDEN998Y/SxWgtj0Hja2qalS5cKAKJmzZqiTZs2YtOmTWLlypUiODhY+Pv7i/T0dGXZpKQkER8fLz777DOxbds2MWfOHCGTyURAQIDG+TIjI0P4+PiIjz/+WAihPVWvpKREVK9eXXTr1k3tvbdv3xZeXl4CgDh69GiFjlXBqSduqF69Og4fPoz09HSEhoaa9F5XV1fljDilpaXIzs5GaWkpoqOjlcO0FfXjjz/Czc0NL7zwgtrnTZkyBQcPHtQov2LFCvzyyy8YMmQIzp49i5EjR+KJJ55QK1N+KFafffv2YcuWLTh8+HCljkPV2bNn8cEHH+CLL74wODuLv78/WrRogaFDh6Jdu3Y4f/48Fi1ahKFDh2LPnj0aEz4sXrwYL730Eq5evYrPPvsMhYWFKC4uNlvdLYkxWPWmTZuGIUOGID09HV999RVKSkr0psXJ5XLs2LEDvXv31vlw6dNPP43o6GjcunUL27dvx40bN3D//n0LHYFlMSa1M7ZdvH//vlrqhyoPDw+9cbF582asXbsWM2fORKNGjXSWKy0txfDhw5Gdna111jx7wVjTb926dZDL5bh48SLWrVuH+/fvo6SkRCO9ODIyEnv27EFeXh5+++03JCcna6S63bt3D/n5+ZgwYYJyNrtBgwahsLAQH3/8MebPn49GjRop41Pbebp8/E6cOBEvvPACnn/+ecycOROlpaVYsGCBchIne2gDGYPG0dU2KeJMIpFg79698Pb2BgC0bNkS7du3x0cffYQFCxYAAJ588kk8+eSTyvcOGDAAcXFxiI2NxcKFC7F69Wrla7NmzUL9+vUxZswYnXVycXHB+PHj8c4772D27NkYPXo05HI5Zs6cqTynVzoGK9XFsnNJSUnCw8NDuLi4iNatW4uEhARx4cIFtTL6Hthbv369aNasmahWrZraXZyIiAiT6lH+DkJcXJwICwvTKPfnn3/qfGBPcfcnODhY591uYxQVFYlHHnlEPPvss2rbUcmRpF69emnc4dc2kpSdnS2Cg4PFe++9p7b9l19+EQDEypUr9dahoKBANG3aVAwePFhvOVvBGDTM3CNJ5fXo0UO0bt1aOQFJeZ9++qnJd0XHjh0rwsLCRH5+vkl1sQWMSU2mtIsVHUk6cOCA8PDwEHFxcaKoqEhvfSZOnCgAiM8//9yEo7A9jDXj3blzRwQHB4uXXnrJYNlNmzYJFxcXcfLkSeW2pk2bCgBi//79amX3798vAIjPPvtMCGHaSJIQQrz22mtqv//o6Gjx+uuvCwBi27ZtFTjSqsUYNExf26Q4Pz/33HMa74uIiBBdunQxuP927dqJBg0aKP+dkpIiJBKJ+Pnnn5XbdE36UFBQIJ5//nnh4uKi/N337NlTTJgwQQAQJ06cMPFo1Tn1M0lPPvkkLl68iMTERISGhmLJkiVo2rSp2hSXumzcuBHx8fFo0KAB1q5di127dmHPnj3o2rWrVaZx3L17NwDg7t27GtN5muLzzz/HmTNnMH78eKSlpSl/gLJnitLS0tTmvTfGzz//jF27duHFF19U22dxcTHu37+PtLQ0yOVyAMCWLVtw48YN9O/fX20fnTp1gq+vr8E1kNzd3dG/f39s3brVLu5iMQatb8iQIThy5AjOnj2r9fVNmzbBz89P65pe+vZ59epVHDhwwFzVrDKMSU2mtIshISEoKSnBzZs31fZRWFiIrKwsrXer//zzT/Tv3x+PPPIIvvnmG7i56U7ymDdvHlauXInFixdj5MiRFT4mW8BYM56/vz+6du2KTZs2GSw7aNAgAFB7cF0Rd+UnRQoKCgJQVm/gv0mStC3pkZGRoRG/CxcuxI0bN3Dw4EGcOnUKR44cUf7+GzdubNSxWRNjUD9DbZOuuALKYksRV/qEhYXhzp07yn/PnDkTHTt2REREhLKtVUw2kZGRgStXrijLuru7Y82aNUhPT8eBAwdw5swZ7N69Gzk5OXBxcUHDhg0rdNxKlepiOZgbN26I2rVri8cee0y5rW/fvlrvIDzxxBOifv36GnefO3ToYPJUkeXvIIwbN064ubmJ3NxctXJfffWV1jsIO3fuFADEzJkzRe3atcWjjz5q8E6kLgkJCWp3Q7T96Lo7pGskSXEHQN/PsmXLhBBCvP322wKA+Oeff9T2UVpaKry8vMRTTz1l8BimTZsmAIgbN26YevhWxxjUZOmRpOXLlwsA4vDhwxqvpaenCxcXF5PzyxX55ElJSSa9zxYxJk1rF7dv3y4AiB07dqjt49dff9U6+nP+/HlRq1Yt0bhxY3Hz5k299VixYoUAIKZNm1ah47B1jDX9BgwYIDw9PQ2Wy87OFgDECy+8oNz26quvCgBi7969amX37t0rAIhNmzYp3+vm5iZeeeUVtXIFBQXC29vbqLawdevWok6dOganGrdFjMH/GNM2/fvvvwKAGDlypMZrYWFhokePHgY/p1WrVqJx48bKf4eHh+tta/38/PTur7i4WISEhIj27dsb/GxDnHYkqaSkBDk5OWrbgoKCEBoaqjZ9oZeXl0Y5AMo8VKGS33n48GG9Cwwaq3fv3iguLsaqVavU6qst9zw7OxtjxoxBmzZt8Pbbb2PNmjU4fvy4xiKWxk79OGzYMGzbtk3jR1Gvbdu2oW3btiYdT9euXbXuMzAwENHR0di2bRv69esH4L87T+Wnbvz++++Rl5eHli1bKreVv1Or+H1s2bIFYWFhyjtktooxWLW0xUtRURE+//xzeHp6IjIyUuP1L7/8Uvn8hza3bt3Sun3t2rWQSCR49NFHK1fpKsaY1M6UdrFr166oUaOGWj2BskWPZTIZ+vTpo9yWmZmJnj17wsXFBbt379a78GFSUhKmTp2K4cOHY+nSpXrraw8Ya7ppa6vS0tKwd+9etVnnsrOzUVRUpFF2zZo1ANRnWFQ8C7J27VqNsm5ubsopn/38/NC9e3ds3LhRuSQHULZ8x7179zB06FC9dU9KSsKRI0cwbdq0Ci/NUFUYg7oZ2zY1adIEUVFR+O6779T2+9NPP+Hq1avo0aOHcpu28+WPP/6IY8eOoVevXspt//vf/zTa2ilTpgAA3nvvPYOjqe+99x4yMjLw0ksvGTxOQ5x24obc3FzUqVMHQ4YMQVRUFLy9vZGcnIwjR47g/fffV5Zr1aoVkpKSMGPGDLRu3Rre3t7o168f+vbti61bt2LgwIHo06cPLl26hNWrVyMyMrLSawP069cPjz32GF599VWkpaUhMjISW7du1folffHFF5GVlYXk5GS4urqiV69eGDNmDBYsWIAnnnhCuTL3H3/8gS5duiAhIQFz587V+dkPPfQQHnroIa2vRUREYMCAAWrbfvjhB/z5558Ayi44T506pXxIr3///mjevDnq1q2LunXrauxv2rRpCA4OVttnv3790LRpU8yfPx+XL19WTtywYsUKhISE4Pnnn1eWffzxx1GnTh20bdsWQUFBuHLlCtatW4f09HQkJSXpPEZbwRjULScnR3kyUKRYrlixAtWrV0f16tUxefJkZdkDBw4o09pu3bqFvLw8ZQzGxsYiNjYWADB+/HjI5XLExsaidu3ayMzMxKZNm/Dvv//i/fffVz5wqmrTpk0IDQ3VumYEUJZq8uuvv6JXr16oW7cu7ty5gy1btuDIkSOYMmVK5Yf6qxhjUjtT2kVPT0+89dZbmDRpEoYOHYq4uDgcPHgQGzduxMKFC1GjRg1l2V69euHixYuYOXMmDh06hEOHDilfCw4OVl5g/PHHH3j22WdRs2ZNdOvWTeMioUOHDqhfv77B36EtYazp1qxZM3Tr1g0tWrSAv78/zp07h7Vr16KoqAiLFy9Wlvvll18wdepUDBkyBI0aNUJhYSEOHjyIrVu3Ijo6GiNGjFCWbdmyJUaPHo1PP/0UxcXF6NSpE3755Rd8/fXXmD17tloa3cKFC9GhQwd06tQJ48aNw7Vr1/D++++jZ8+eahezBw4cwPz589GzZ0/UrFkTv//+O9atW4devXrhxRdfrOivv8owBnUztm0CgGXLlqFHjx6IiYnB+PHjkZOTg6VLl6Jx48ZqE0906NABLVu2RHR0NPz8/HD8+HF8+umnCAsLw2uvvaYs17NnT436KNaH6tSpk1rnf+PGjdiyZQtiY2OVf7+vvvoKY8aMweDBg/X/ko1R6bEoO1VQUCBeeeUVERUVJXx8fISXl5eIiorSmBjg3r174plnnhHVq1cXAJTDoaWlpeLtt98W4eHhQiqVipYtW4rt27drDJkaQ9t7srKyxMiRI4Wvr6/w8/MTI0eOFCdOnFAbZv3uu+8EAPH++++rvVcul4vw8HARFRUlCgsLhRCVn/oROiZuGDVqlM4hUUMrQuuaAvzOnTti+vTponHjxkIqlYqAgAAxbNgwjdWcV6xYIWJiYkRAQIBwc3MTgYGBol+/flofOLVFjEHdFKuKa/spX099qVCqn/XFF1+I7t27i+DgYOHm5ib8/f1F9+7dxXfffae1Doo0An2rdv/000+ib9++IjQ0VFSrVk34+PiIxx57TKxbt07nRBC2jDFpGl3tohBC/O9//xNNmjQR7u7uokGDBmLZsmUaMaErbgGopY0aSlk21NbaIsaabgkJCSI6Olr4+/sLNzc3ERoaKoYNGyZOnTqlVu78+fPi2WefFfXr1xeenp7Cw8NDNG3aVCQkJIh79+5p7LewsFDMnTtXhIeHi2rVqomGDRsqU93LO3jwoOjQoYPw8PAQgYGBYtKkSUIul2t8fs+ePUVAQICQSqXioYceEosWLdKYFttWMQZ1M7ZtUtizZ49o166d8PDwEDVq1BAjR47UWLbl9ddfFy1atBB+fn6iWrVqom7duuKFF14QmZmZBuuja+KGw4cPi9jYWOHv7y88PDxEVFSUWL16tdnOvxIhbGBOXiIiIiIiIhth2wmjREREREREVcxpn0mqCnfu3NG7SKWrq6veB3WJKosxSLaGMUlVhbFG1sYYtG9Mt7Ogzp07Y//+/TpfDw8PV661QWQJjEGyNYxJqiqMNbI2xqB9YyfJgo4dO6Z3IS1PT0889thjVVgjcjaMQbI1jEmqKow1sjbGoH1jJ4mIiIiIiEiFwz+TVFpaivT0dPj4+EAikVi7OmQDhBDIzc1FaGioxRe7Y/yRNlUVg4w/0oZtIFkT44+szdgYdPhOUnp6OsLCwqxdDbJBV69eRZ06dSz6GYw/0sfSMcj4I33YBpI1Mf7I2gzFoMN3knx8fACU/SJ8fX2tXBuyBXK5HGFhYcrYsCTGH2lTVTHI+CNt2AaSNTH+yNqMjUG76CR99NFHWLJkCTIzMxEVFYXExES0adPGqPcqhld9fX35BSE1VTH0zvgjfSwdg4w/0odtIFkT44+szVAM2vxisklJSZgxYwYSEhJw/PhxREVFIS4uDjdv3rR21YiIiIiIyAHZfCdp6dKlGDt2LJ577jlERkZi9erVkMlk+PTTT82yfyEE8guLkV9YDE70R1WBMUfWxhgka2L8kTUx/shYNp1uV1hYiGPHjmH27NnKbS4uLujevTtSUlK0vqegoAAFBQXKf8vlcr2fcb+oBJFv7gYApM6Pg8zdpn8lZOOMiT/GHFmKse0fY5AshW0gWRPjj8zJpiPj9u3bKCkpQXBwsNr24OBg/Pvvv1rfs2jRIsybN68qqkekwdT4400sMqeKtH/5hSUWqo1hntVcOS2vg2EbSNZkavyZo/1jO+a4bHox2fT0dNSuXRu//fYb2rdvr9w+c+ZM7N+/H4cPH9Z4j7a7CGFhYcjJydH60F5+YTHvKDgZuVwOPz8/nTFRGcbEn2rMRYb4YsfUGDawTsZSMWhs+6cag9YUGeKLrye0R0XCnxcmFWdLbWBEgBe2T4lRxgD/ro7PluLPHCrTjpkDvzOmMzYGbbpHEBAQAFdXV9y4cUNt+40bN1CrVi2t75FKpZBKpVVRPSINxsSfZzVXRIb4IjVDjtQMOe4XlbBzTmZhbPvnWc0V0eH+OHr5bhXUSrfUDDmaJlTsYiU63P//L0x4cWBLTG0DL93OU4sB/l2pMoyNP3O2f5Vpx8yB3xnLsekrM3d3d7Rq1Qp79+7FgAEDAJStnrx3715MnjzZupUjqiCJRIKvJ7S3aqNKzk0Rg/eLrJNqJwQwdHUKUjP0PzOqz9HLd5GVVwiZu6vGa7yzatskEgm2T4lB38RDGjGg+nfl35EswVztnznaMXPQ1xaq4vfJdDbdSQKAGTNmYNSoUYiOjkabNm2wfPly5OXl4bnnnrN21YgqjO0UWZtEIrHqCOaOqTEVukjJLyxB9IJkAFD+t7zIEF9snxIDFxd+0WyVi4tELQa0/V0VaUwyd17ckXmZq/2raDtmDsa0harKpwWy02SYzXeSnnrqKdy6dQtvvvkmMjMz0aJFC+zatUtjMgciIrIfFb1IMSZVJjVDjr6Jh/i8n41TjQFtf1dFGhPTichWWfNmk6lpg+XTAvm9MszmO0kAMHnyZKbXERGR3lQZIYC+iYdw6XYen/ezM6p/1/JpTEcv30V+YQm8pPxbEikYmzaoKy1QkaZX08udHSUd2OIQEZFd0Xf3dvuUGD7vZ6dU/647psYgK69QmUY0dHUKRwaJyjF2JEtfaitHlHRzsXYFiIiIzIXneccgkUhQ08sdkSFl0/MqRgaJyHSKzpTM3Q01vdwRHe6vfE0xUkua2EkiIiIim6NIJyIi81F8r47O6a7c1jfxEPIKimHDS6daBTtJREREZJM4MkhkfuVHahXrlQ1dncKOkgqn7yQxFoiIiIjImSjWK1N0lID/JnPILyxGfiFHlpx64gYhBIauTrF2NcjJ5ReWcL0CIiIiqlKK9cpUJ0lRXXPJ2ddWcupO0v2iEuWUiJEhvvCspn+1YiJL4OwyREREZA2K1Dttay45+9pKTt1JUuVMf3SyvvKLwCmGuGXurmplGJNERERkSeXXXOLaSmWcupOkmmrpBH9rsiGKBknXEDegOcytCztTREREVBnl11zSt7ZSZIgvtk+JgYuLY197OG0nic8jkbXpG+IGNIe5dXG24W8iIiKyLNVOU/nsl9QMOfomHnL4BZ6dtpPE55HIFpQf4gZ0D3Proi1VTxVHmoiIiKiiFNcq+YUl6Jt4CJdu5yE1Q478whJ4SR23K+G4R2aAaqod78KTNZUf4gbUh7l1KT/8rYu+tD12oIjIXjj5bMREViWRSOAldcP2KTHKLJehq1McejTJKTtJ5VPtHPRvS3ZMW8epvPLD37roS9tjqh4R2QtHvyAjsgcyd1dEhvgiNUOO1Aw57heVGLxesVeOeVQGMNWOHIG2VD1VxqTtOdtMNURkXzyrqV+Q6Uot5qg4UdVQXHsobr468givU3aSVH02uo21q0BUYYZGnHSl7ZVP1eOIEhHZovIXZLpSi42dDbQ8dq6ITKf6lXHkEV6n7yS1XsgLRHJcujpR2tZpcuQhcyKyXzJ3w6nFxs4GWh7P/0SmKz/C66jXD5U6ooKCAkilUnPVpcoYs5BnRffLhpbsgbZ1mhx5yJyI7Je+1GJTZwMtz9jzP8/vRP9xlpQ7kzpJO3fuxJdffomDBw/i6tWrKC0thZeXF1q2bImePXviueeeQ2hoqKXqajbGLORZERUd7lfFhpiqStko038XBo48ZE5E9k1farExs4GWZ+zsoAqq53eep4mcI+XOqE7Stm3bMGvWLOTm5qJ3796YNWsWQkND4enpiTt37uD06dNITk7GW2+9hfj4eLz11lsIDAy0dN0rxdBCnhVR0eF+VRz6p6rkLEPmROS4jJkNtDxjZwdVUD2/8zxN5BzXD0Ydzbvvvotly5bh8ccfh4uLi8brTz75JADg+vXrSExMxMaNGzF9+nTz1tQCDM0OZqzKDverUh36590qsjRnGTInIlJl7Plf2/mdz3ASaV4/OCKjvuEpKSmGCwGoXbs2Fi9eXKkKVbWK3IHSpiLD/aq0Df3zbhVVBdXw6pt4CHtndIKLC2OO7B87/aSPsed/xfld9TzN2CJy/HVGNYeFqEIUjW1FfxSpf6oUd6uILEkxZA4Al27noW/iIQheAZADGLo6hbFMlfbf+V39GU7GFpFjM3kIRQiBb775Bvv27cPNmzdRWlqq9vrWrVvNVjlnojr0r3q3isjSJBIJtk+JQbel+3Hpdp7D5haTc3CGPHmyDm0L23IhbiLHZfJI0rRp0zBy5EhcunQJ3t7e8PPzU/uhitN2t4qoKri4lHWUFPILS3iXlOyS4oaTAsOYzKV8bEUvSOaIEpEDM/n22oYNG7B161b07t3bEvUhIitRvRkavYCLLJP9coapack6yi9sy0kciByXySNJfn5+qF+/viXqQkRWpJgSV+Ho5bvIL+QzcWR/VJ+zU6RF8W4/mYNiNOnonP9r777jm6r6P4B/0pUO2lBGF5SyZMoQGQJlj7JBGSoyKoKibFARRSs4wM1jFerA8sgQFEEfy9IiFqtVmaKiSBEKAmV2UbCl7fn90V9idu9Nk9yMz/v16ku5uUlO2k9O7sn93nP6K90UInIw2YOkZ599FkuWLMGNGzcc0R4iUoi5D3+WkpA7YlkUOZLxQtxE5JlkD5LGjRuHvLw8REREoE2bNujQoYPBjxzLli1Dp06dEBoaioiICIwaNQrHjh0z2Kd3795QqVQGP9OnT5fbbCKSQLvIMr+FJ3enLYvS0q5Bd720jHkmIqIqyS6inTx5Mg4cOIAJEyYgMjKyWnXeGRkZmDFjBjp16oSysjI8+eSTGDhwII4ePYqQkBDdftOmTcPSpUt1/w4ODrb5OYnIOuMF4jo+n45W0WH4ZHpXBAdwgWNyD9ocXykuNVmDTptnbZS5cDcRERmTPUjatm0bdu3ahfj4+Kp3rsLOnTsN/r1mzRpERETgwIED6Nmzp257cHAwoqKiqv18RCSN8cXJR88XonXSLk7mQG5Fe2ZUP8vAv3nWYq6JiMiY7EFSbGwswsLCHNEWFBQUAABq1aplsH39+vVYt24doqKiMHz4cDz99NMWzyaVlJSgpKRE9+/CwkKHtJXIHE/Jn/Zb+Oul5RibkoWj5ytfh7ZkSVuPz2/gXYun5M+e9NegEwIGedYyzrU+ZlweZpCUxPyRPckeJL322mt4/PHHkZKSgoYNG9qtIRUVFZg7dy66d++OW2+9Vbd9/PjxiIuLQ0xMDI4cOYKFCxfi2LFjFhetXbZsGZYsWWK3dhHJ4Un5U6lUCFH7YdvseLMlSwDLllyNJ+XPnrRr0AHAttnxuHGzctZG/YW7LS3gzYzLwwySkpg/sieVkHkFa3h4OK5fv46ysjIEBwfD39/f4ParV6/a1JCHH34YO3bsQGZmJurXr29xv6+//hr9+vVDdnY2mjRpYnK7uW8RYmNjUVBQ4LAzYPZ2vbQMrZ6pLAU5ujSB6y/YWWFhITQajUMy4Qn5M0cIgbEpWQYlS+awbEkaR2XQU/PnKFJzrc8TMs4+sPr4OW075s9zuOv7QGoGZb+aN954w+4fDjNnzkRaWhr27t1rdYAEAF26dAEAi4MktVoNtVpt1/YpiZMwuRdPy5+WfskSAFllS/zm3Xk8NX+OYpxrfdYyfr20HCFq9zgYcDZmkJTE/JE9ye7lExMTLd4md+0kIQRmzZqFrVu34ptvvkGjRo2qvM/hw4cBANHR0bKey11xtXhyFfolS4D0siXOjEeuzDjX+ixlfFhyJnbP7wUfH+aZiLyXp3+RL3udpNmzZ5vdXlxcjCFDhsh6rBkzZmDdunXYsGEDQkNDkZubi9zcXN1g68SJE3juuedw4MABnDp1Cv/73/8wadIk9OzZE23btpXbdLdhvFq8uW85iZSmPbgMDvDTzSBmjnYmMS7mSe7GOOPafvnk5WIMS85knonIa2nLlT2ZTVOAh4eHG1wYV1xcjEGDBsl+8lWrVgGoXDBWX2pqKhITExEQEID09HSsWLECxcXFiI2NxejRo7F48WLZz+VOjNepIXJ15sqWjMuVtKV4tUMCeEaJ3I5KpULarHj0ez0DJy8X677AcpcafCIie7pxs1z3+d4qOgxB/qazg7o72b37l19+iR49eiA8PBxz585FUVEREhIS4Ofnhx07dsh6rKq+hYuNjUVGRobcJnoEHkOSuzFXtmRuZrxW0WFImxXPUiVyOz4+lQMlfoFFRPQvd5/MxhLZg6QmTZpg586d6NOnD3x8fPDRRx9BrVZj27ZtCAkJcUQbichNmVvM8+j5QgxLzuS1duSWGFkiIkOe2i/KviYJANq2bYu0tDQ8+eSTCA4Oxo4dOzhAciCWvZM705bi/bYkAY3qVPYTR88X4kpxKa/pICIiIpck6UzSbbfdZvYbX7VajXPnzqF79+66bQcPHrRf6wgAZ7gj96ddmFa/VElbeqddqJNThRMREZGrkDRIGjVqlIObQca0M9wdPV/IC4TJYwQH+JqU3ukGTR6wSCcRERF5BklH3UlJSY5uBxnhDHfkibS5vl5abrJQp/FCtDyzRERE5Jq8oVpe0iBJCMGDFQXwV06eSFt6p12o09JCtPqleJZwIEVERORc3rBGEiBxkNS6dWs888wzuOuuuxAQEGBxv+PHj+P1119HXFwcnnjiCbs1kog8j3bK8CB/wxI8Lf1SPEtYokdERORc3rBGEiBxkJScnIyFCxfikUcewYABA9CxY0fExMQgMDAQeXl5OHr0KDIzM/Hbb79h5syZePjhhx3dbiLyEMYL0RovQmuNcYmeNTzrREREZF+e/EWlpEFSv379sH//fmRmZmLTpk1Yv349cnJycOPGDdSpUwe33XYbJk2ahPvuuw/h4eGObjMReRjjhWi1pXiWWCrRs6aq8j0OooiIiEhL1nRp8fHxiI+Pd1RbiIgAmA6ajFkq0bOmqvI9lu4RERHJ48nL1HBOaSJyO8YletZILd+zVLrHM0xERET/Ml6mxlNnpuUgiYjcUlVnm/RZK9+rqnSPC96SJd4wBS4RkTHjZWrkzkxrzFU/WzlIIiKPZ21AVVXpHhe8JUs8ucyEiMga48XhtaTMTGvMVT9bOUgiIq9mqXTPXJmetiSvdkiAy3Xm5BzGZSbXS8sRouZHKRF5l+rMTGtMzky1Ws44+8SenYi8nqUzTZYWvNWWEwQHuGaJADmOcZnJsORM7J7fCz4+zIG3YtkleSu5M9Mas2WmWi3jsj5HDJpsGiRVVFQgOzsbFy9eREVFhcFtPXv2tEvDiIiUZmnBW205gauWCJBjBQf8ezbp5OViDEvOZNmdF2PZJVElOdcKA7bNVKtlXNbniM9j2YOkH374AePHj0dOTg6E0dcnKpUK5eXSR5BERO5Ae/bgemm5QTkBy++8k0qlQtqsePR7PQMnLxfj6PlC3LhZLuvggNybcdkl//5E8smZqVbLUlnf/pw8u78PZT/S9OnT0bFjR2zbtg3R0dE8MCAir6BSqRCi9sO22fG4UlxqUCLAM0rex8encqAk9wJl8gzGZZdEZBu5Z58Aw7I+/ZI9e5M9SDp+/Dg2b96Mpk2bOqI9REQuTaVSoXZIgEGJwP6cPF7A74U4JvZu+n9/XpdE5Dy2DKxs4SP3Dl26dEF2drYj2kJG2OkSuSbtt8j7F/fXbRuWnImKCr5pibzRsORMFJeU4XppmcmlCETkniQNw44cOaL7/1mzZmHBggXIzc1FmzZt4O/vb7Bv27Zt7dtCLyWEwNiULKWbQUQWaM8o8QJ+Iu+kf13SycvFXE+NyMNIGiS1b98eKpXK4NuRKVOm6P5fexsnbrCfGzfLdReltYoOQ5C/9Lnjicg5zF3Az7I778STB95H+/4flpxpdj01/TVfnLGmC5G3s3c/LOmT/OTJk/Z9VpKF30gRuS7jC/i5bo534jTQ3snHR2VxPTV9xmu6VIWDKiL57N0PSxokxcXF6f5/79696NatG/z8DO9aVlaG77//3mBfsg/2k0SujevmeCdOA02A5fXU9Bmv6VIVluwRSePIflj2o/Tp0wfnz59HRESEwfaCggL06dOH5XZ2wtINIvfBsjvvxGmgSZ+5NV8srelSFXMle1LwDBR5G0f2w7I/wbXXHhm7cuUKQkJC7NIob8dJG4jcj3HZHcuvvAP/vKTP3NTE+mu6VMVayZ4Ulsr6OHgiT+ao6fglD5Luuuuu/2+IComJiVCr1brbysvLceTIEXTr1s1+LfNinLSByD3pl92x/IqIAHlrulgr2ZPCUlkfy/fIW9jzC0rJn94ajQZA5VmO0NBQBAUF6W4LCAjAHXfcgWnTpsl68meffRZLliwx2Na8eXP88ccfAIB//vkHCxYswMaNG1FSUoKEhASsXLkSkZGRsp7Hnf13SmfcuFnOb4GI3IDxaX+WzRKRHOZK9qSoqqxPv3yPxxPkaYyvS7JXubvkR0hNTQUANGzYEI8++qjdSutat26N9PR/TynrTwgxb948bNu2DZ988gk0Gg1mzpyJu+66C999951dntsddHqh8ncjd2YcOdhhEtmP/luJJXfe5Xopv9Ci6pNz5kmfubI+c+V7LMkjT2P8BaW9ZpmV/S5MSkoCAFy8eBHHjh0DUHn2x3giB8kN8PNDVFSUyfaCggKsXr0aGzZsQN++fQFUDtRatmyJH374AXfccYdNz+cOzJ1ulzszjhw8DU9kP5zxzHt1fD6d/SkpxtzgSs7xBLNL7swRs8zK/uQuKirCI488go0bN+pmsvP19cXdd9+Nt99+W1eWJ9Xx48cRExODwMBAdO3aFcuWLUODBg1w4MAB3Lx5E/3799ft26JFCzRo0ABZWVkWB0klJSUoKSnR/buwUN6MMq5A/3S7rTPjyGHrLDpKcPVvujwhf1Q9Ss54xvw5n/FBqHF/6up9lr0xg65FzvGElGMBV88z8+e9zM0yW90vKWXfc+rUqTh06BDS0tLQtWtXAEBWVhbmzJmDhx56CBs3bpT8WF26dMGaNWvQvHlznD9/HkuWLEGPHj3w66+/Ijc3FwEBAahZs6bBfSIjI5Gbm2vxMZctW2ZynZM70v9GSM7MOHJUdxYdJcgpO1SiM/eU/FH1KHUMwfw5n/Yg9Epxqdn+1LjPcvWDzOpiBl1PVccTco4FzH0Gu1KmmT/vZjzLbHWphJB3aXFISAh27dqF+Ph4g+3ffvstBg0ahOLiYpsbk5+fj7i4OLz++usICgrC/fffb/CNAAB07twZffr0wUsvvWT2Mcx9ixAbG4uCggKEhYXZ3DZPpJ1q3NZZdFydpdKBwsJCaDQah2SC+SMAuF5ahlbPVHbSR5cmmHyT5agMMn/KkdqfukJJE/tA0lfdYwG5mWb+yJGq+vwFpGdQ9pmk2rVrmy2p02g0CA8Pl/twBmrWrIlmzZohOzsbAwYMQGlpKfLz8w3OJl24cMHsNUxaarXaYHpysszWWXSUYEvZ4f6cPKcv6Mn8kTFnznDH/CnHuD+11Gd5ejkeM+h+pBwLWPsM3p+T5zLXXjJ/ZE+yE7148WLMnz8fa9eu1Q1WcnNz8dhjj+Hpp5+uVmOuXbuGEydOYOLEibj99tvh7++P3bt3Y/To0QCAY8eO4fTp07oyP6o+W2fRUYLUskP90gHOLkZKYwa9h3F/qt9nWSpp0pYvBQd41mCJ3IuUYwHjz2D9THO5A/JEso+OV61ahezsbDRo0AANGjQAAJw+fRpqtRqXLl3CO++8o9v34MGDVh/r0UcfxfDhwxEXF4dz584hKSkJvr6+uPfee6HRaPDAAw9g/vz5qFWrFsLCwjBr1ix07drVo2e2I8ukDug4uxgpjRkkwLDPsrRIqHamMVcowyOyxtpnML8MIk8k+1N71KhRdnvyv//+G/feey+uXLmCunXrIj4+Hj/88APq1q0LAHjjjTfg4+OD0aNHGywmS2SNkrOLEQHMIJmqqhxPW4ZXOySAB5rkFvhlEHk6m9dJsoeqZsILDAzE22+/jbfffttuz0negccYpDRmkIyZK8cznhWP5XfkLvhlEHk6H1vulJ+fj/fffx+LFi3C1atXAVSW1p09e9aujSMiIvJUKpUKtUMC0DHu30mPtOV3Y1OyIHPyWSKn4ziePJnsM0lHjhxB//79odFocOrUKUybNg21atXCli1bcPr0aXz44YeOaCcREZHH0X4bf720nOV35NY4pidPI/tM0vz585GYmIjjx48jMDBQt33IkCHYu3evXRtHRETk6VQqFULUftg2Ox77F/fXbe/4fDqGvpmJigoefZLr49lP8jSyB0n79u3DQw89ZLK9Xr16yM3NtUujiIiIvI2l8rthyZk8+CSXpJ28AYBu8gYiTyF7kKRWq1FYaLqY2J9//qmblY6IiIjk05bf/bYkAY3qhACoPPi8UlzKgRK5HG1eta6XljOn5DFkD5JGjBiBpUuX4ubNmwAq3yCnT5/GwoULdYu+EhERkW205Xdps+J12zo+n85yJnJJ+pfMMafkSWQPkl577TVcu3YNERERuHHjBnr16oWmTZsiNDQUL7zwgiPaSERE5HWCA3wNSu/25+SxnIlcjnahZK39OXm4XsqckvKqO1aXPbudRqPBV199hczMTBw5cgTXrl1Dhw4d0L9//6rvTETkJfhFKlWXtpRJfy0l5opcjbmcDkvOxO75veDjw5kZSTljU7KwbXa8zTOE2rw0cnx8POLj46vekYjIywghMDYlS+lmkAeoXIDWV/fv6n7oEzmCdtKRVtFhOHq+ECcvF2NYciazSk6nnUzk6PlC3WQi+ot4yyGr3K6iogIffPABhg0bhltvvRVt2rTBiBEj8OGHH7L+lIjo/924Wa5b76ZVdBiC/H2ruAeRZcYziF0pLsX10jJ+7pJLUalUSJsVbzDhCMtDydmMJxOpDsmDJCEERowYgalTp+Ls2bNo06YNWrdujZycHCQmJuLOO++0S4OIiDzJJ9O78ptUqhbjD/2Oz6ej1TO7MPTNTBSXlOF66b8/HDiRknx8VAYTjhApwV4fuZLPP61ZswZ79+7F7t270adPH4Pbvv76a4waNQoffvghJk2aZJ+WERF5AI6PyB60kzjsz8nTbTt6vhCtk3YZ7NcxLpwDc1IUo0eeQvKZpI8++ghPPvmkyQAJAPr27YsnnngC69evt2vjiIiI6N+zSUeXJuC3JQm68jtj+3PyWI5HRGQHks8kHTlyBC+//LLF2wcPHow333zTLo0iIiIiQ5WTOFR+bG+bHW9wvcf10nLdzGLa/7aKDkParHjOMEZEZAPJZ5KuXr2KyMhIi7dHRkYiLy/P4u1ERERkH9oBk/andkiAwVo1QGU53rDkTJ5RIiKygeQzSeXl5fDzs7y7r68vysrK7NIoIiIikk5bjnfjZjmEqFyn5uTl4mpPgUtE5K0k95pCCCQmJkKtVpu9vaSkxG6NIiIiInn0y/HSZsWbTOpARETSSR4kTZ48ucp9OLMdERGR8jjDGBFR9UgeJKWmpjqyHURERERERC5B8sQNRERERERE3oCDJCIiIiIiIj0cJBEREREREenhIImIiIiI7I5LdJE74yCJiIiIiOxubEoWFzMmt8VBEhGRnfGYgIi8VZC/L1pFhwGAbjFjInfEQRIRkR0JITA2JUvpZhARKUKlUuGT6V2VbgZRtXGQRERkRzduluPo+UIAQKvoMAT5+yrcIiIi5+JixuQJFB0kNWzYECqVyuRnxowZAIDevXub3DZ9+nQlm0xEJNkn07tCxaMFIiIit+On5JPv27cP5eX/1qr++uuvGDBgAMaOHavbNm3aNCxdulT37+DgYKe2kYjIVhwfERERuSdFB0l169Y1+Pfy5cvRpEkT9OrVS7ctODgYUVFRzm4aERERERF5KUUHSfpKS0uxbt06zJ8/36A8Zf369Vi3bh2ioqIwfPhwPP3001bPJpWUlKCkpET378LCQoe2m0gf80dKYv5IacwgKYn5I3tymYkbPvvsM+Tn5yMxMVG3bfz48Vi3bh327NmDRYsWYe3atZgwYYLVx1m2bBk0Go3uJzY21sEtJ/oX80dKYv5IacwgKYn5I3tymUHS6tWrMXjwYMTExOi2Pfjgg0hISECbNm1w33334cMPP8TWrVtx4sQJi4+zaNEiFBQU6H7OnDnjjOYTAWD+SFnMHymNGSQlMX9kTy5RbpeTk4P09HRs2bLF6n5dunQBAGRnZ6NJkyZm91Gr1VCr1XZvI5EUzB8pifkjpTGDpCTmj+zJJc4kpaamIiIiAkOHDrW63+HDhwEA0dHRTmgVERERERF5I8XPJFVUVCA1NRWTJ0+Gn9+/zTlx4gQ2bNiAIUOGoHbt2jhy5AjmzZuHnj17om3btgq2mIiIiIiIXJ0Qtt9X8TNJ6enpOH36NKZMmWKwPSAgAOnp6Rg4cCBatGiBBQsWYPTo0fjiiy8UaikREREREbmLsSlZEDaOlBQ/kzRw4ECzjY+NjUVGRoYCLSIiIiIiIncU5O+LVtFhOHq+EEfPF+LGzXIEB8gf8ih+JomIiIiIiMgeVCoVPpnetdqPo/iZJCJHCPL3xdGlCbr/J3IWZo9cAXNISmL+SGnBAdXPIAdJ5JFUKpVNp1aJqovZI1fAHJKSmD9Smj0yyHI7IiIiIiIiPRwkERERERER6fH4c6HamfMKCwsVbgm5Cm0WbJ0SUg7mj8xxVgaZPzKHfSApifkjpUnNoMcPkoqKigBUTilOpK+oqAgajcbhzwEwf2SeozPI/JE17ANJScwfKa2qDKqEM4byCqqoqMC5c+cQGhoKlUplcFthYSFiY2Nx5swZhIWFKdRC++HrkUYIgaKiIsTExMDHx7EVp9by52yelg9L3OF1OiuDrpQ/Odzhb2gLV3ld7tAHusrvyl74ev7lCvlz978H2189UjPo8WeSfHx8UL9+fav7hIWFuWXILOHrqZqjv73SkpI/Z/O0fFji6q/TGRl0xfzJ4ep/Q1u5wutylz7QFX5X9sTXU8lV8ufufw+233ZSMsiJG4iIiIiIiPRwkERERERERKTHqwdJarUaSUlJUKvVSjfFrMTERDRs2LDK/U6dOgWVSoVNmza59OuRy9X/Pu7G2u9TbtbWrFlj/wbaCXPjfozzZ+lv6A75s4bZlM6Zvytn9H+e9rd399fjau33tuM9V/v9W+L1g6Rnn33Wpj/Shg0bsGLFCvs3qhr8/f1tfj1SbN26FQkJCYiJiYFarUb9+vUxZswY/Prrrwb7ffPNN1CpVBZ/XnjhBYP98/Pz8eCDD6Ju3boICQlBnz59cPDgQZO/z6ZNmzBhwgTccsstUKlU6N27t0Nep6uxV9aqk3dnk5o1ALh27Rrmzp2L+vXrQ61Wo3379oiMjDR5nb1797aYSX9/f4ttOXHiBAIDA6FSqbB//36D23bv3o0pU6agWbNmCA4ORuPGjTF16lScP3/ePr8IF6BEX6d0Vo8dO4Z58+ahW7duur/9qVOnzO7bsGFDs5maPn26yb579+5Feno6wsPDER4ejjFjxlh83P/973/o0KEDAgMD0aBBAyQlJaGsrMxkP0v9p7vTZuDTTz91uc9aW8jJ9JYtW3D33XejcePGCA4ORvPmzbFgwQLk5+eb7Gvc/7Vs2RKrVq0y2U9O/zdv3jx06NABtWrVQnBwMFq2bIlnn30W165dM/t6Dh48iBEjRuj2v/XWW/Hmm2/K/yU5kZy/hzce78nJIFA5S9zjjz+ORo0aQa1Wo169ehgzZgyuX79usJ+2v6pfvz5eeeUVDBo0yKS/knsMeeDAAQwbNgxRUVGoUaMG2rZtizfffBPl5eXV/j14/MQNjrJhwwb8+uuvmDt3rsOe47333kNFRYXDHl+uX375BeHh4ZgzZw7q1KmD3NxcfPDBB+jcuTOysrLQrl07AEDLli2xdu1ak/uvXbsWX375JQYOHKjbVlFRgaFDh+Lnn3/GY489hjp16mDlypXo3bs3Dhw4gFtuuUW376pVq3DgwAF06tQJV65ccfwLdhHMmuWslZeXIyEhAfv378eMGTNwyy23YNeuXXjkkUeQl5eHJ598UveYTz31FKZOnWrwPMXFxZg+fbpBJo3NmzcPfn5+KCkpMblt4cKFuHr1KsaOHYtbbrkFf/31F9566y2kpaXh8OHDiIqKstNvRDnemL+srCy8+eabaNWqFVq2bInDhw9b3b99+/ZYsGCBwbZmzZoZ/DstLQ0jR45Ehw4dsHz5chQWFuI///kP4uPjcejQIdStW1e3744dOzBq1Cj07t0bycnJ+OWXX/D888/j4sWLBgfAcvpPd+WN+XvwwQcRExODCRMmoEGDBvjll1/w1ltvYfv27Th48CCCgoIAOK7/27dvH3r06IH7778fgYGBOHToEJYvX4709HTs3bvXYDawL7/8EsOHD8dtt92Gp59+GjVq1MCJEyfw999/O/A35FzMoOUMAkBBQQF69eqFv//+Gw8++CCaNm2KS5cu4dtvv0VJSQmCg4MBSO+v5BxDHjhwAN26dcMtt9yChQsXIjg4GDt27MCcOXNw4sQJ/Oc//6neL0KQTYYOHSri4uKUboYQQoiTJ08KACI1NdXpz52bmyv8/PzEQw89VOW+TZs2FbfccovBtk2bNgkA4pNPPtFtu3jxoqhZs6a49957DfY9ffq0KC8vF0II0bp1a9GrV6/qvwA3wKxVMpe1jz/+WAAQq1evNth39OjRIjAwUFy4cMHqY65du1YAEOvXrzd7+86dO0VAQIBYvHixACD27dtncHtGRoYuk/rbAIinnnpKzstzWd6YvytXrojCwkIhhBCvvPKKACBOnjxpdt+4uDgxdOjQKh+zVatWomnTpqKkpES37fDhw8LHx0fMnz/fZN927dqJmzdv6rY99dRTQqVSid9//123TU7/6a68MX979uwx2fbf//5XABDvvfeebpuj+z99r776qgAgsrKydNsKCgpEZGSkuPPOO036QU/CDFYyl0EhhHj44YdFzZo1xV9//WX1MavbX5k7hpw2bZoICAgQV65cMdjes2dPERYWVuVjVsWry+0sKSoqwty5c9GwYUOo1WpERERgwIABulOCvXv3xrZt25CTk6M7/aetJS0tLcUzzzyD22+/HRqNBiEhIejRowf27Nkjux3malTz8/ORmJgIjUaDmjVrYvLkySanPy9evIi6deuid+/eBqsJZ2dnIyQkBHfffbdu2/Xr1/HHH3/g8uXLstsHABEREQgODrZ4Clbrp59+QnZ2Nu677z6D7Zs3b0ZkZCTuuusu3ba6deti3Lhx+Pzzzw2+vY+NjXX4mgrOxqxJZy5r3377LQDgnnvuMdj3nnvuwT///IPPP//c6mNu2LABISEhGDlypMltN2/exJw5czBnzhw0adLE7P179uxpksmePXuiVq1a+P3336W8LEUxf+bVqlULoaGhsl5DaWkpiouLzd529epVHD16FHfeeScCAgJ029u1a4eWLVti48aNum1Hjx7F0aNH8eCDD8LP799ij0ceeQRCCGzevFm3TU7/6YqYP/PMlZLfeeedAGDQrziy/zOm/f3o/w42bNiACxcu4IUXXoCPjw+Ki4td6myIFMygeVIzmJ+fj9TUVDz44INo1KgRSktLLfY71emvLB1DFhYWIjAwEDVr1jTYHh0dbXC2y1aedcRpJ9OnT8eqVaswevRorFy5Eo8++iiCgoJ0wXjqqafQvn171KlTB2vXrsXatWt19aqFhYV4//330bt3b7z00kt49tlncenSJSQkJFRZslEVIQRGjhyJtWvXYsKECXj++efx999/Y/LkyQb7RUREYNWqVcjIyEBycjKAytOciYmJCA0NxcqVK3X7/vTTT2jZsiXeeustye3Iz8/HpUuX8Msvv2Dq1KkoLCxEv379rN5n/fr1AGAS8EOHDqFDhw4mB5qdO3fG9evX8eeff0pulzti1qyrKmslJSXw9fU1OPAEoDu9f+DAAYuPfenSJXz11VcYNWoUQkJCTG5fsWIF8vLysHjxYsntBSqvEbh27Rrq1Kkj635KYP7s4+uvv0ZwcDBq1KiBhg0bmpR4aD/8zX1oBwcH49y5c8jNzQVQ2ScCQMeOHQ32i4mJQf369XW3a/d15/6T+ZNOmw/9fsWR/V9ZWRkuX76Mc+fO4csvv8TixYsRGhqKzp076/ZJT09HWFgYzp49i+bNm6NGjRoICwvDww8/jH/++cem1+lszKB05jKYmZmJf/75B02bNsWYMWMQHByMoKAgdO/e3eR3UJ3+ytIxZO/evVFYWIiHHnoIv//+O3JycpCSkoItW7Zg0aJFNr1OA9U+F+WBNBqNmDFjhtV9LJ1+LSsrMyinEEKIvLw8ERkZKaZMmSKrHZMnTzZ4js8++0wAEC+//LLB8/Xo0cPs6dd7771XBAcHiz///FNXMvLZZ58Z7LNnzx4BQCQlJUluV/PmzQUAAUDUqFFDLF682Oqp9rKyMhEZGSk6d+5scltISIjZ38u2bdsEALFz506zj+kp5XbMmnVVZe21114TAMS3335rcL8nnnhCABDDhg2z+NjJyckCgNi+fbvJbefPnxehoaHinXfeEUIIkZqaarbczpznnntOABC7d++W+jIVw/xVrapyu+HDh4uXXnpJfPbZZ2L16tW6Nj7++OO6fcrLy0XNmjVFv379DO57+fJlERISIgCI/fv3Gzzf6dOnTZ6rU6dO4o477tD929b+01Uwf9I98MADwtfXV/z555+6bY7q/4QQIisrS9f3AhDNmzc3KcFq27atCA4OFsHBwWLWrFni008/FbNmzRIAxD333GPT63Q2ZlA6cxl8/fXXBQBRu3Zt0blzZ7F+/XqxcuVKERkZKcLDw8W5c+d0+9raX1k7hiwrKxMzZ84U/v7+uqz6+vqKVatW2fQajXGQZEZcXJzo2LGjOHv2rMV9pNSolpeXiytXrohLly6JoUOHivbt28tqh/Gb5sEHHxR+fn6iqKjIYD9tXbLxm+bKlSsiOjpatG3bVgQGBoqJEyfKen5Lvv/+e7Fz506xcuVK0alTJ7FgwQJRWlpqcf9du3YJAOI///mPyW0+Pj7i4YcfNtm+e/duAUBs3brV7GN6yiCJWbOuqqydP39eaDQaccstt4gvv/xSnDx5UrzzzjsiLCxMADA5KNXXtWtXUbduXYPrPrQmTZok2rVrpxuQSR0kZWRkCD8/PzFu3DgbX7FzMX9Vq2qQZKyiokIkJCQIPz8/cebMGd32hQsXCgDiiSeeEH/++afYv3+/6Nu3r+7DXXugu3TpUgHA7PUkPXr0EO3atdP929b+01Uwf9KsX7/eZOAthOP6PyEqrzf66quvxGeffSYef/xx0aFDB/HFF18Y7NO4cWMBQEyfPt1g+0MPPSQAGBxMuypmUBpLGdT2V3Xq1DFoq3aQrX9trq39lbVjSCGEeOONN8SwYcPEf//7X7Fp0yYxatQo4efnZ5f+j4MkMzZt2iQCAwOFj4+P6NSpk0hKShInTpww2Mfam2bNmjWiTZs2BiNbAKJRo0ay2mH8pklISBCxsbEm+/38888WL+T75JNPBAARGRkp8vLyZD2/FFevXhWRkZFiwYIFFveZNGmS8PX1Fbm5uSa3efuZJGZNOktZy8jIEA0aNNC99rCwMN0FpiNHjjT7WCdOnBAAxMyZM01uy8rKEiqVSnz99de6bVIGSb///ruoVauWaN++ve6if1fH/FVN7iBJiMoJPwCItWvX6raVlJSIBx54QPj4+Oh+TwMHDhTTp08XAMShQ4cMns8bziQxf1Xbu3evCAwMFAkJCWYHNPbu/yxZv3698PHxEYcPH9Zta926tQAgMjIyTNoEQPz3v/+V/PhKYQarZi2D2v7q/vvvN7lfo0aNRJ8+fXT/trW/snYMuWzZMhEVFWUymOzdu7eIiYmx+CWAVLwmyYxx48bhr7/+QnJyMmJiYvDKK6+gdevW2LFjR5X3XbduHRITE9GkSROsXr0aO3fuxFdffYW+ffsqckHjrl27AAB5eXkOmZIzPDwcffv21dWLGrtx4wa2bt2K/v37IzIy0uT26Ohos2vKaLfFxMTYt8EuhlmTzlLWevbsib/++guHDh1CZmYmzp49izvuuAOA6TTMWhs2bABgWt8MAI8//jh69OiBRo0a4dSpUzh16pTuQtfz58/j9OnTJvc5c+YMBg4cCI1Gg+3bt8u+6F8pzJ9jxMbGAqicsEErICAA77//Ps6dO4e9e/fi2LFj2LVrFwoKCuDj44OmTZsCqOwTAVjsF/X7RHfvP5k/637++WeMGDECt956KzZv3mwwkYeWvfs/S7QX2+tPMqLNl/Fne0REBIDK34WrYwatqyqDljIAVOZAPwO29FdVHUOuXLkSffv2RY0aNQy2jxgxAufOnbO4Dp1k1RpieYkLFy6IevXqie7du+u2DRs2zOw3CyNHjhSNGzcWFRUVBtu7desmewrJ6p5+3bFjh+70aL169USHDh2qPao2Z9SoUSIoKMjsbRs3bhQAxIcffmj29jFjxojIyEiTa5qmTZsmgoODxT///GP2fp5yJskYs2adtazpe/vttwUAsWvXLrO3t2zZUjRp0sTsbXFxcQbfCBr/aDQag/0vX74sWrRoISIiItyivMQa5s+ULWeSvvjiCwFAbNiwwep+ZWVlIjo6WnTt2lW37ddffxUAxNtvv22w79mzZwUAsXTpUt02W/tPV8X8/Ss7O1tERUWJZs2aiYsXL8q6b3X6P0vy8/MFAINyKe21T8bXX2rLp6RMLe5qmMF/ScngH3/8IQCYLe+LjY0VAwYM0P3blv6qqmPIgIAAcffdd5tsf+mllwQAgyUTbMEzSUbKy8tRUFBgsC0iIgIxMTEG0xOGhISY7AcAvr6+AGAwFeOPP/6IrKysardtyJAhKCsrM1hMsLy8XDejib78/HxMnToVnTt3xosvvoj3338fBw8exIsvvmiwn5wpIS9evGiy7dSpU9i9e7fJTExaGzZsQHBwsG7qSGNjxozBhQsXsGXLFt22y5cv45NPPsHw4cMdtpq0K2DWLLMla1qXLl3CSy+9hLZt26J///4mtx86dAi///47xo8fb/b+7777LrZu3WrwM2vWLADAq6++anAmq7i4GEOGDMHZs2exfft2t1q8k/mrvqtXr5qs6n7z5k0sX74cAQEB6NOnj9X7v/rqqzh//rzBQrStW7dGixYt8O677xo89qpVq6BSqTBmzBjdNnfuP5k/y3JzczFw4ED4+Phg165dBgsNV6W6/V9+fj5u3rxpsv39998HYDjr4rhx4wAAq1evNtnXz8/P7DTSroQZtExqBps3b4527drh888/N3jcL7/8EmfOnMGAAQN022zpr6o6hmzWrBm++uorXLlyRbetvLwcH3/8MUJDQy0u3yFZtYZYHigvL0+EhISIyZMni9dff128++67Yty4cQKAeO2113T7vfzyywKAmDdvntiwYYP43//+J4QQ4oMPPhAAxIgRI8Q777wjnnjiCVGzZk3RunXran+zUF5eLrp37y58fHzEI488It566y3Rt29f0bZtW5NvFiZNmiQCAwMNRtFTp04V/v7+BjXFcmY7iYiIEPfee6946aWXxLvvvisee+wxUatWLREYGCi+++47k/2vXLki/P39rc5yU1ZWJu644w5Ro0YNsWTJEvH222+L1q1bi9DQUPHHH38Y7JuRkSGee+458dxzz4mIiAjRsGFD3b+Na6LdAbNmmZys9ezZUyxcuFC899574rnnnhOxsbEiPDxcHDlyxOxjL1iwQAAwyZc1lq5JGjlypAAgpkyZItauXWvw4+oXzTN/luXn5+v6lkGDBgkAYsGCBeK5554TycnJuv1SU1NFkyZNxMKFC0VKSop48cUXxa233ioAiBdffNHgMdeuXStGjRpl8rueOnWqyfN/8cUXQqVSib59+4p3331XzJ49W/j4+Ihp06YZ7Cen/3Q1zJ9l7dq1050VMO5XvvzyS4N97d3/bd26VcTGxop58+aJlStXihUrVojRo0cLlUolOnbsaDKb25QpUwQAMW7cOPH222+LsWPHCgBi0aJFVb5OpTGDlsnJ4Ndffy18fX1F8+bNxeuvvy6SkpJEaGioaNasmcGZMLn9lZRjyHXr1gkAokmTJuKll14Sb775pujatasAIJ5//vkqX2dVOEgyUlJSIh577DHRrl07ERoaKkJCQkS7du3EypUrDfa7du2aGD9+vKhZs6YAoAt3RUWFePHFF0VcXJxQq9XitttuE2lpaSZvACnM3efKlSti4sSJIiwsTGg0GjFx4kRx6NAhgzfN559/bvImF0KIwsJCERcXJ9q1a6ebIUzOmyYpKUl07NhRhIeHCz8/PxETEyPuuecei51xSkqKAKDrUCy5evWqeOCBB0Tt2rVFcHCw6NWrl9kL5JOSkiyWQNk6paWSmDXL5GRt3rx5onHjxkKtVou6deuK8ePHm1x4q1VeXq4rRZDD0iDJWmme3L+BszF/lmlXta/q77p//34xfPhwUa9ePREQECBq1Kgh4uPjxccff2zymD/++KPo2bOnCA8PF4GBgaJdu3YiJSXFpFRHa+vWraJ9+/ZCrVaL+vXri8WLF5udRVRq/+lqmD/LLGUPgEmZub37v+zsbDFp0iTRuHFjERQUJAIDA0Xr1q1FUlKSuHbtmsn+paWl4tlnnxVxcXHC399fNG3aVLzxxhtVvkZXwAxaJieDQgjx1VdfiTvuuEMEBgaKWrVqiYkTJ4rz58+b7Cenv5J6DLlz507Rq1cvUadOHREQECDatGkjUlJSqnyNUqiE0DtPSERERERE5OV4TRIREREREZEe0/kkyeGuXr2K0tJSi7f7+vrKulCTyBJmjZTE/JGSmD9SGjPo3lhup4DevXsjIyPD4u1xcXHVn9udCMwaKYv5IyUxf6Q0ZtC9cZCkgAMHDlhdZC0oKAjdu3d3YovIUzFrpCTmj5TE/JHSmEH3xkESERERERGRHk7cQEREREREpMfjJ26oqKjAuXPnEBoaCpVKpXRzyAUIIVBUVISYmBj4+Dj2ewLmj8xxVgaZPzKHfSApifkjpUnNoMcPks6dO4fY2Film0Eu6MyZM6hfv75Dn4P5I2scnUHmj6xhH0hKYv5IaVVl0C0GSW+//TZeeeUV5Obmol27dkhOTkbnzp0l3Tc0NBRA5S8iLCzMkc0kN1FYWIjY2FhdNhyJ+SNznJVB5o/MYR9ISmL+SGlSM+jyg6RNmzZh/vz5SElJQZcuXbBixQokJCTg2LFjiIiIqPL+2tOrYWFhfIOQAWecemf+yBpHZ5D5I2vYB5KSmD9SWlUZdPmJG15//XVMmzYN999/P1q1aoWUlBQEBwfjgw8+ULppRERERETkgVz6TFJpaSkOHDiARYsW6bb5+Pigf//+yMrKMnufkpISlJSU6P5dWFhoso8QAjdulgMAgvx9eTEf2Q3zR0qSkj+AGSTHYR9ISmL+yJ5cepB0+fJllJeXIzIy0mB7ZGQk/vjjD7P3WbZsGZYsWWL1cW/cLEerZ3YBAPYv7o/gAF/7NNgKvhG9Q3Xzx5xQdUjJH6BMHygF8+/+XOUzmFnyTvbMHzNELr2Y7Llz51CvXj18//336Nq1q277448/joyMDPz4448m9zH3LUJsbCwKCgp09ajXS8t0bxBn6RgXjk+md+UbzgUUFhZCo9EYZMJeqps/5sQ7OCqDUvIHKNMHSsH8O4cr94H2wiy5LnfJHzPkuaRm0KXPJNWpUwe+vr64cOGCwfYLFy4gKirK7H3UajXUarXVxw3y90XHuHDsz8mzW1ursj8nD1eKS6v1jRm/1XB91c2fNie1QwL4tybZpOQPUKYPlEJqP8m+0HW5ymew3M9cZsoz2DN/9jhucyZm2P5c+kwSAHTp0gWdO3dGcnIygMqFwRo0aICZM2fiiSeeqPL+lkaL+jWpjnS9tBwdn0+3y2O1ig77/281Kv/NN4RtHPktltTnMs6fcU74DZZnc1YGrT2Ps/pAKeT2k62iw5A2Kx4+Pnx/2MIV+0B7sfUzV//zlZ+tjuXq+bPncZszGR8jyuFtmfeIM0kAMH/+fEyePBkdO3ZE586dsWLFChQXF+P++++v1uOqVCoEBzj+5dvzG7Oj5wvROunfU8Q8kHZfxvkzzsn+nDzcuFnulIySd3JWHyiF3H7y6PlCDEvOxLbZ8ez/3JSj8mfrZ67+5ys/Wz2ftfy56pn2qhgfI8rBzJvnGp+QVtx99924dOkSnnnmGeTm5qJ9+/bYuXOnyWQOrkqlUuGT6V2r9Y2ZEMDYlCwcPW84S8v+nDxcLy1HiNrl/4xUBW1OrhSX6r7Bcu1zvET2I7WfFAIYlpyJk5eLcfR8Ib9IIBNyP3PNfb7ySyrvZo/jNmeydIwoh3FpobedWbLELXqAmTNnYubMmUo3w2b2+MZs2+x43RtW/1Tw2JQsfpvqISpz8m/t87DkTOye34slReQVpPaTabPibf62lLyD3M9c7eeru5ZZkf250pl2KfSPEeXQz7x+9rWle8EB3j1YcvnFZKmS9g0bHOCH2iEBaBVdWUOp/TaVPEOQv6/ub3vycjGGJWfCxS8bJHIqL/68Jgf59/PVPS7QJzKmf4wo56d2SAA6xoWbPJ62dG9sSpZXH4NwkOSGtKeCyfOoVCqkzYpHozohADgIJiIiIsfQHk8eXZqAo0sT8NuSBN0XtcC/ZXjeOlDiIMlN6X+b6qXZ9Vg+PpUDJS3+fYmIiMgR9M9Chaj9sG12PPYv7q+7vePz6V57RomDJA/greH1ZPqDYP59iYiIyBlUKpVJGZ52MhNvw0GSm9K/doUlWZ7H+O97vZR/XyJj/O6AHIXZIm+mLcPTP6Pkje8JDpLclPF1Sd4YXk9m/PcdlpyJigr+kYn08X1BjjIsORPFJWW4Xmr+h2f3ydOZm3HX2/pb95nfkEwYl2RxKnDPEhxQeTbp6PlC3Ux3/BuTt9OeZeX7guzNOFvWpprn4pvkDby9v+WZJDfGkizPZm6mO2+eZYYI4PuCHEebLf3ZvSzRzvrFM03kyby9v1UJD3+lhYWF0Gg0KCgoQFhY1R2fuykuKdN929WoTggXH5XAmZmwx3Pp/40BLvLmCZyVQU/u/yy9L1QqrhZfFXfrA51NCGHxOl+pC86yn7aM+XM/5vrbtFnxbnu8KTUXPJPk5rQlWQAXH/VUwQG+BrPMcJE3Isvvi1bP8L1B1WNtYU5Li28aYz9NnsRcf+sNx5u8JsnNaU+F9ns9AycvF+tOhdYOCeC3Vx5CO4nD9dJyjE3JwtHzhQD+Lffg35q8kaX3BfDve0N70THPLJG9aHNn6UyTEDDpp6+XliNEzcMtcl/6/e2w5Ezd8aanZ5vldh7C+FQoLyq1zJ1P9QshcKW41KDcg39r98NyO/vSlkdZKoXie8SQO/eB7sC4n24VHeZVF7tXhflzb/rHm+6abZbbeRnjU6Hab6/Is3CRNyJT2vIoS6VQ2jNLHv6dILkIbT/NiZXIE+lf5uHp2eYgyUOYW/jLG+e09wZc5I3IPO174+jSBBxdmmDwHun4fDqGvsk+kZzD3Fp3xSWc9Y7cnzet48hBkgcx/vaKEzl4LuNF3nhxMFEl/Yvujc8secvFxuQajCdW4kQO5Cm8ZdIwDpI8jLk57VmK5ZmM18nSrtnhiR0VkS2033j+tiTBa9f5IOWYW3fJeH0l5pDckbljTU8su6vWIKmkpMRe7SA78vGpDK8W+2DPZHzKu+Pz6Wj1zC4MfbOyrIOLHBJVvk9C1H4GfaK29I7lT+RoPj4qbJsdb1L62eqZXQb9NXNI7sb4WNMTz5LKmrdvx44d2LhxI7799lucOXMGFRUVCAkJwW233YaBAwfi/vvvR0xMjKPaSjLoTzQyNiXLLWcfoappJ+zYn5On26Zdn8MSzvRF3sj4vaJ9n/D9QI6mP+GOfl8NMIfk3rRld0fPF+oql4IDPGdKcEmvZOvWrVi4cCGKioowZMgQLFy4EDExMQgKCsLVq1fx66+/Ij09Hc899xwSExPx3HPPoW7duo5uO1mhLcXy1OBSJf01O4zX57DEeA0ZS7i2DHkSrjdGSjJeX8ncekr8nCZ3o821tS9m3Zmkd+PLL7+MN954A4MHD4aPj2mF3rhx4wAAZ8+eRXJyMtatW4d58+bZt6Uki3FwPewMKOnRXqgOANtmx1u8Bk1/DRlza8kYaxUd9v/fbP67jQMncmfa0rtts+MN1rHp+Hw6WkWHIW1WPHx8mG9yDP2+GoBJDvk5Te5I/5DA0zIsaZCUlZUl6cHq1auH5cuXV6tBZD8sufM+xh/C+oL8TUvzrDFXtseSEPIE5sqftDPfsZ8kZzE3SynzR+7M0zLM87oejCV3pM+43MMSa2V7LAkhT6FffjcsORMnLxfrZmgKUTPf5Bz8nCZ358kZlv0qhBDYvHkz9uzZg4sXL6KiosLg9i1bttitcVQ9LLkjY9bONOkzLtvTL9Uj8hT6M99p+8lhyZnYPb8Xy+7IKTz9mg7yfJ6cYdlTgM+dOxcTJ07EyZMnUaNGDWg0GoMfci3GJXeeNj0jOYb+gpyVP9YneSByZ96yMCK5Jg+pTCIv5qkZln0mae3atdiyZQuGDBniiPaQnXnyaVAiInvQLozY7/UMXdkd+0oiIu8m+0ySRqNB48aNHdEWcgDjBUf55SjZgrkhT2e8MCIREXk32YOkZ599FkuWLMGNGzcc0R5yAJbcUXUIITA2RdoMl0TuzFNLRoiISD7Zg6Rx48YhLy8PERERaNOmDTp06GDwI8eyZcvQqVMnhIaGIiIiAqNGjcKxY8cM9unduzdUKpXBz/Tp0+U226tpS+4A6GZvIpLqxs1y3Ux3raLDEOTP65OIiOyF31sSuSbZBdeTJ0/GgQMHMGHCBERGRlZrLvSMjAzMmDEDnTp1QllZGZ588kkMHDgQR48eRUhIiG6/adOmYenSpbp/BwcH2/yc3sh45hFPm8eeHEv/A5xrJBER2Q/P1BO5LtmDpG3btmHXrl2Ij69+7fbOnTsN/r1mzRpERETgwIED6Nmzp257cHAwoqKiqv183kw7exMncCA5jD/AOT4iIrIfnqkncl2yy+1iY2MRFhbmiLagoKAAAFCrVi2D7evXr0edOnVw6623YtGiRbh+/brFxygpKUFhYaHBD5lO4HC9tJzXJjmAp+WPH+DuxdPypyR2j7ZhBm3HM/XVx/yRPckeJL322mt4/PHHcerUKbs2pKKiAnPnzkX37t1x66236raPHz8e69atw549e7Bo0SKsXbsWEyZMsPg4y5YtM1i3KTY21q7tdGf6fW/H59Mx9M1MFJeUcbBkR56WP5bauRdPy5+ShiVX9o/XS9lHysEM2o7da/Uxf2RPKiGz9w8PD8f169dRVlaG4OBg+Pv7G9x+9epVmxry8MMPY8eOHcjMzET9+vUt7vf111+jX79+yM7ORpMmTUxuLykpQUlJie7fhYWFiI2NRUFBgcPOgLkLbenU/pw8g+0d48K96gC4sLAQGo3GIZnwpPwJITD0zUzdmaSjSxNYomknjsqgJ+VPCcaZ1/K0PpJ9oOu4XlqGVs9UXi/sLX0s8+d53C3HUjMo+1W88cYbdv+gmDlzJtLS0rB3716rAyQA6NKlCwBYHCSp1Wqo1Wq7ts9TaEvurpeWY2xKlu5AYH9OHq4UlyI4wHIpVZC/r8ccIDiSJ+WPpXbux5PypwTtorLDkg0HSub6SPaJ5jGDpCTmj+xJ9iApMTHR4m1y104SQmDWrFnYunUrvvnmGzRq1KjK+xw+fBgAEB0dLeu5qJJKpUKI2g/bZsfjSnEpOj6fDgC6/1rSKjrs/79JtV9beJDh2lhqR97Ix0eFbbPjceNmOa6XllvsI6X0iezjSA5WdRK5FtmDpNmzZ+PNN9802V5cXIxhw4Zhz549kh9rxowZ2LBhAz7//HOEhoYiNzcXAKDRaBAUFIQTJ05gw4YNGDJkCGrXro0jR45g3rx56NmzJ9q2bSu36aRHpVKhdkgAOsaFm5TfmXP0fKFuCnF78bQSFk/CWe3Im6lUKgQH+CHI39diHymlT2QfR3JweQ4i12LTFODh4eFYsmSJbltxcTEGDRok+8lXrVoFoHLBWH2pqalITExEQEAA0tPTsWLFChQXFyM2NhajR4/G4sWLZT8XmdKW3924aXlxWSFgUJpnT1LK/Izxm1nnYKkdkfk+Uk6fyFJmqop2sXft8hws6yRyHbIHSV9++SV69OiB8PBwzJ07F0VFRUhISICfnx927Ngh67GqmjMiNjYWGRkZcptIMmi/MbVGW3piL9ZKWKrCb2adj79v8mbm+siq+kQ5fRz7NO9mvNi7cV6YDyLlyB4kNWnSBDt37kSfPn3g4+ODjz76CGq1Gtu2bUNISIgj2kgKkzKQksNaCUtVeAG18/FXS2Soqj5RTh9n3KexP/M+wQGW82JLxYU+5onIdjYd+bZt2xZpaWkYMGAAunTpgrS0NAQFBdm7beShpJT5GZN6ATU/EIhIaVL6OEt9mvGEEOzTPJ+5vFSn4kJfdSddYv7Im0kaJN12221m3yRqtRrnzp1D9+7dddsOHjxov9aRx5J7dkrqBdQsTSAiV2Dr2SbjCSHYp3kH47xUp+JCX3UnXWL+yJtJOkodNWqUg5tBZJ3UC6i1pQm1QwLYqRORyzLu0yxNCME+zTvZUnGhz16TLumX+/GsElniqdPXSxokJSUlObodRFWydgG1cWlCq+gwpM2Kh48PO3Qick3GfZr+hBDm+rRPpndFcAAPVL1Fda8Hrs6kS+bK/fi5SuYYLxniSXyk7FTVLHREStF+iGjXfNI6er4Qw5IzmV0ichva/sxSn9Y6aRfGpmSxXyNJ9PMk98c4fwA/V8k8T14yRNIgqXXr1ti4cSNKS0ut7nf8+HE8/PDDWL58uV0aRySVtjThtyUJaFSncpbFo+cLcb3UflOXExE5i36f1io6TLddW/7EA1VyJG3+ji5NMPlcvVJciuulZcwgmfC069ckDZKSk5Px6quvIioqCnfffTdeeeUVrF+/Hp9++inef/99zJ8/H507d0b79u0RFhaGhx9+2NHtJjKhUqkQovZD2qx43TZ+61p910vL+YFIpABtn7Ztdjz2L+6v297x+XQMfTMTxSVlfG+Sw2jPRBl/rnZ8Ph2tntllkEHmkADPWzJEUrFrv379sH//fmRmZmLTpk1Yv349cnJycOPGDdSpUwe33XYbJk2ahPvuuw/h4eFVPyCRAwUHGK5gfuNmuV3XefI2urp0znJEpAiVSqUrf9LOdsZZPcmZzK3lxJkYydPJOnKMj49HfHx81TsSKch4BXOSz9z0s3IXNeRMSET2o+3XrpeWW5zVkzOQkaPoz7ZX1UyMXBiZPAW/XiePxH65evQ/EG1d1NCWRQz5oUpkmX75naX3Jr/NJ0fRn23P2kyMWpwNz/voXwfuCZ/nHCQRkVnaD0RbFzW0ZRFDHuARVc3ae3N/Th5LjMnh9AdM1hZGHpaciW2z49mnewn9QbInfJ6zFyUiq+QualidRQxZNkQknaUzvkTOZG5h5GHJmTh5uZjXBXsBS4NkTyjRZ2qJqEpyFzWUu4ghy4aIbGPuvclJxsjZjHOYNiue1wV7CeNBsieV6HOQRER2J3dQxbIhIvsZm5LFEidSFKPnXaSUX1bFFUv0bTr6qKioQHZ2Ni5evIiKigqD23r27GmXhhGR97BUNsRvxImkCfLn0gdEpDylSvQB+59Zkt2D/vDDDxg/fjxycnJMFg5TqVQoL5deYkNEpGXu7NOw5EykzYo3+FbSFeuWiZTGpQ+IyFUoUaIP2H9GRdmDpOnTp6Njx47Ytm0boqOjebBCRHal/434ycvFJgd9vFaJyDy+JYjIHdmjRB+w/4yKsgdJx48fx+bNm9G0adNqPzkRkTGVSoW0WfEYlpxp9vS73BlztHgGioiIyP05a0ZF2Y/QpUsXZGdnc5BERA7j46MyOf1u64w5WrbMnGMJB1zk6ng9HxF5MmfMqChpkHTkyBHd/8+aNQsLFixAbm4u2rRpA39/f4N927Zta9cGEpF3Mu4AbZ0xR8uWmXMsYckfuTrOcEdE3sQRXZ2kQVL79u2hUqkMJmqYMmWKXsMqb+PEDUTkKHJnzNGqzsw5llgr+eNZJlIKZ7gjIrIfSb3nyZMnHd0OIqIqyb24U0vuzDmWSCn505b1BQdwsETOxRnuiIjsR9LRRlxcnO7/9+7di27dusHPz/CuZWVl+P777w32JSJyBbYOroxJKfnTlvWxJI+UwLgREdmH7KOGPn364Pz584iIiDDYXlBQgD59+rDcjog8lrWSP+Oyvv05eSx3IiIiclOyP7211x4Zu3LlCkJCQuzSKCIiV2XtrNS22fG4Ulxq0+x7REREVH32mt1T8iDprrvuAlB5gJCYmAi1Wq27rby8HEeOHEG3bt3s0yoiIjdUOYCSt34TERER2Y+9Zvf0kbqjRqOBRqOBEAKhoaG6f2s0GkRFReHBBx/EunXrZD35s88+C5VKZfDTokUL3e3//PMPZsyYgdq1a6NGjRoYPXo0Lly4IOs5iIiIiIjIc2ln9wQqrw2+Xlr9y38kn0lKTU0FADRs2BCPPvqo3UrrWrdujfT0f0tT9CeEmDdvHrZt24ZPPvkEGo0GM2fOxF133YXvvvvOLs9NRERERETuzXh2T3ucTZJ9TVJSUhIA4OLFizh27BgAoHnz5iYTOUhugJ8foqKiTLYXFBRg9erV2LBhA/r27QugcqDWsmVL/PDDD7jjjjtsej4iIiIiIvIswQH2XStOcrmdVlFRESZOnIh69eqhV69e6NWrF+rVq4cJEyagoKBAdgOOHz+OmJgYNG7cGPfddx9Onz4NADhw4ABu3ryJ/v376/Zt0aIFGjRogKysLIuPV1JSgsLCQoMfImdh/khJzB8pjRkkJTF/3k17NsleZA+Spk6dih9//BFpaWnIz89Hfn4+0tLSsH//fjz00EOyHqtLly5Ys2YNdu7ciVWrVuHkyZPo0aMHioqKkJubi4CAANSsWdPgPpGRkcjNzbX4mMuWLTO4Xio2NlbuSySyGfNHSmL+SGnMICmJ+SN7rhUne5CUlpaGDz74AAkJCQgLC0NYWBgSEhLw3nvv4YsvvpD1WIMHD8bYsWPRtm1bJCQkYPv27cjPz8fHH38st1k6ixYtQkFBge7nzJkzNj8WkVzMHymJ+SOlMYOkJOaP7El2oV7t2rWh0WhMtms0GoSHh1erMTVr1kSzZs2QnZ2NAQMGoLS0FPn5+QZnky5cuGD2GiYttVptMD05kTMxf6Qk5o/02WutEDmYQVIS80f2JPtM0uLFizF//nyDkrfc3Fw89thjePrpp6vVmGvXruHEiROIjo7G7bffDn9/f+zevVt3+7Fjx3D69Gl07Wq/ekMiIiJPNDYlC0KJkRIRkQeQfSZp1apVyM7ORoMGDdCgQQMAwOnTp6FWq3Hp0iW88847un0PHjxo9bEeffRRDB8+HHFxcTh37hySkpLg6+uLe++9FxqNBg888ADmz5+PWrVqISwsDLNmzULXrl05sx0REZEZ2rVC7DW7ExGRt5Ldc44aNcpuT/7333/j3nvvxZUrV1C3bl3Ex8fjhx9+QN26dQEAb7zxBnx8fDB69GiUlJQgISEBK1eutNvzExEReRLjtUKIiMg2Nq+TZA8bN260entgYCDefvttvP3223Z7TiIiIk9mz9mdiIi8lexrkgAgPz8f77//PhYtWoSrV68CqCytO3v2rF0bR0Tkzng5CBERkXuSPUg6cuQImjVrhpdeegmvvvoq8vPzAQBbtmzBokWL7N0+IiK3xQvniYiI3JPsQdL8+fORmJiI48ePIzAwULd9yJAh2Lt3r10bR0TkbrQXzgPQXThPRERE7kX2IGnfvn146KGHTLbXq1fPYFpwIiJvpL1wnoiIiNyX7EGSWq1GYWGhyfY///xTNysdEZE344XzREREyqputbvsQdKIESOwdOlS3Lx5E0Dlt6anT5/GwoULMXr06Oq1hoiIiIiIqJqqe12w7EHSa6+9hmvXriEiIgI3btxAr1690LRpU4SGhuKFF16wuSFERERERES2sud1wbLXSdJoNPjqq6+QmZmJI0eO4Nq1a+jQoQP69+9vcyOIiIiIiIiqw54LasseJGnFx8cjPj6+2g0gIiIiIiKyB3tdFyxrkFRRUYE1a9Zgy5YtOHXqFFQqFRo1aoQxY8Zg4sSJUPFqZSIiIiIicnOSr0kSQmDEiBGYOnUqzp49izZt2qB169bIyclBYmIi7rzzTke2k0gWrt9JRERERLaSfCZpzZo12Lt3L3bv3o0+ffoY3Pb1119j1KhR+PDDDzFp0iS7N5JIDiEExqZkKd0MIiIiInJTks8kffTRR3jyySdNBkgA0LdvXzzxxBNYv369XRtHZIsbN8tx9HzlWl6tosMQ5O+rcIuIiJTBs+pERLaRPEg6cuQIBg0aZPH2wYMH4+eff7ZLo4js5ZPpXXmtHBF5requE0JE5K0kD5KuXr2KyMhIi7dHRkYiLy/PLo0isheOj4jI29hznRAiIm8leZBUXl4OPz/LlzD5+vqirKzMLo0iqg5+aUquhHkkZ9OuE0JERLaTPHGDEAKJiYlQq9Vmby8pKbFbo4hsxUkbyNWMTcnCttnxLPskp2LciIiqR/IgafLkyVXuw5ntSGmctIFcgbbc6ej5Ql25U3CAzWt3ExG5FZ5BJ08g+VM7NTXVke0gsjtO2kBK0ZY7tU7apXRTiIicihUd5CkkX5NE5G44PiIlMX9E5I1Y0UGegoMkIiIiIrI7VnSQO+MgiYiIiIjsjuMjcmccJBEREREREenhIImIiIiIiEgPB0lERERERORxqjMdPQdJRERERETkccamZEHYOFLiIImIiIiIiDyCdkF3ALoF3W3BQRJ5FK7yTUREROS9tAu6V5eig6SGDRtCpVKZ/MyYMQMA0Lt3b5Pbpk+frmSTyYVxlW8iIiIissf0837Vfwjb7du3D+Xl/54C+/XXXzFgwACMHTtWt23atGlYunSp7t/BwcFObSO5D67yTURERET2oOggqW7dugb/Xr58OZo0aYJevXrptgUHByMqKsrZTSM3pF9qx1W+SWks/SQiInJfig6S9JWWlmLdunWYP3++wcHt+vXrsW7dOkRFRWH48OF4+umnrZ5NKikpQUlJie7fhYWFDm03uQbjUjulxkfMHwHKlX4yf6Q0ZpCUxPyRPbnMxA2fffYZ8vPzkZiYqNs2fvx4rFu3Dnv27MGiRYuwdu1aTJgwwerjLFu2DBqNRvcTGxvr4JaTK3CVUjvmjwDl8sj8kdKYQVIS80f25DKDpNWrV2Pw4MGIiYnRbXvwwQeRkJCANm3a4L777sOHH36IrVu34sSJExYfZ9GiRSgoKND9nDlzxhnNJxeiZKkd80fGnJlH5o+UxgySkqXGzB/Zk0uU2+Xk5CA9PR1btmyxul+XLl0AANnZ2WjSpInZfdRqNdRqtd3bSO5DyUuRmD8y5sw8Mn+kNGbQuyk9yyzzR/bkEmeSUlNTERERgaFDh1rd7/DhwwCA6OhoJ7SKiIiIiKRyldJ3IntQ/ExSRUUFUlNTMXnyZPj5/ducEydOYMOGDRgyZAhq166NI0eOYN68eejZsyfatm2rYIuJiIiIyBrOMkvuTvFBUnp6Ok6fPo0pU6YYbA8ICEB6ejpWrFiB4uJixMbGYvTo0Vi8eLFCLSUiIiIiKTg+Inen+CBp4MCBEGau8ouNjUVGRoYCLSIiIiIiIm+m+CCJyB6C/H1xdGmC7v+JlMQ8ktKYQVICc0euwh5Z5CCJPIJKpUJwAONMroF5JKUxg6QE5o5chT2y6BKz2xEREREREbkKDpKIiIiIiIj0ePw5Ue2kEIWFhQq3hFyFNgvmJgyxN+aPzHFWBpk/Mod9ICmJ+SOlSc2gxw+SioqKAFTOlkekr6ioCBqNxuHPATB/ZJ6jM8j8kTXsA0lJzB8praoMqoQzhvIKqqiowLlz5xAaGuoSi5oVFhYiNjYWZ86cQVhYmNLNcRpXet1CCBQVFSEmJgY+Po6tOK1O/lzpd+YInv76AMuv0VkZdLX+zxxvyIE1Srx+d+kDAeZDLnf4fblL/tzhd+nulPodS82gx59J8vHxQf369ZVuhomwsDCvfNO5yut29LdXWvbIn6v8zhzF018fYP41OiODrtr/meMNObDG2a/fnfpAgPmQy9V/X+6UP1f/XXoCJX7HUjLIiRuIiIiIiIj0cJBERERERESkh4MkJ1Or1UhKSoJarVa6KU7lra+7Ojz9d+bprw/wjtdYXd7+O/L2118V/n7k4e/Lfvi7dDxX/x17/MQNniYxMRHffPMNTp06ZXW/U6dOoVGjRkhNTUViYqJT2kbui7kiJTF/pCTmj5TGDLomnkmyow0bNmDFihVKN8Opnn32WahUKpOfwMBAq/fLzMzU7Xv58mWr+w4YMAAqlQozZ860Z9Pdhjfm6tixY5g3bx66deuGwMBAqFQqsx8e33zzjdn8aX9eeOEF3b67d+/GlClT0KxZMwQHB6Nx48aYOnUqzp8/b/CYp06dsvqY06ZNM9j/wIEDGDRoEMLCwhAaGoqBAwfi8OHDjvi1KMIb87dlyxbcfffdaNy4MYKDg9G8eXMsWLAA+fn5Vu934sQJXV73799vdp/09HT07dsXGo0GoaGhuP3227Fp0ybd7VeuXMErr7yCnj17om7duqhZsybuuOMOg330lZSUYOHChYiJiUFQUBC6dOmCr776yubX7mqYP8v5k9P/9e7d2+J+/v7+Nj3m3r17MWLECMTGxiIwMBBRUVEYNGgQvvvuO4f/jpzJGzO4detWJCQkICYmBmq1GvXr18eYMWPw66+/Guwnp7+6du0akpKSMGjQINSqVQsqlQpr1qypsi03b95Eq1atoFKp8Oqrr5rcnp2djTFjxiA8PBzBwcGIj4/Hnj17bH7t+jx+djtn2rBhA3799VfMnTvXYc/x3nvvoaKiwmGPb6tVq1ahRo0aun/7+vpa3LeiogKzZs1CSEgIiouLrT7uli1bkJWVZbd2uiNvzFVWVhbefPNNtGrVCi1btrQ46GjZsiXWrl1rsn3t2rX48ssvMXDgQN22hQsX4urVqxg7dixuueUW/PXXX3jrrbeQlpaGw4cPIyoqCgBQt25ds4+5c+dOrF+/3uAxDx48iPj4eMTGxiIpKQkVFRVYuXIlevXqhZ9++gnNmzev5m9Ced6YvwcffBAxMTGYMGECGjRogF9++QVvvfUWtm/fjoMHDyIoKMjs/ebNmwc/Pz+UlJSYvT01NRUPPPAABgwYgBdffBG+vr44duwYzpw5o9snKysLTz31FIYMGYLFixfDz88Pn376Ke655x4cPXoUS5YsMXjMxMREbN68GXPnzsUtt9yCNWvWYMiQIdizZw/i4+Pt90tRCPNnOX9y+r+nnnoKU6dONdivuLgY06dPN9hPzmP++eef8PHxwfTp0xEVFYW8vDysW7cOPXv2xLZt2zBo0KBq/y5cgTdm8JdffkF4eDjmzJmDOnXqIDc3Fx988AE6d+6MrKwstGvXDoC8/ury5ctYunQpGjRogHbt2uGbb76R1Jbk5GScPn3a7G1nzpxB165d4evri8ceewwhISFITU3FwIEDsXv3bvTs2bN6vwhBdjN06FARFxendDOEEEKcPHlSABCpqakOfZ6kpCQBQFy6dEnyfVatWiVq164t5syZY/W+N27cEA0bNhRLly4VAMSMGTPs1Wy34o25unLliigsLBRCCPHKK68IAOLkyZOS79+0aVNxyy23GGzLyMgQ5eXlJtsAiKeeeqrKx+zXr58ICwsTN27c0G0bMmSICA8PF5cvX9ZtO3funKhRo4a46667JLfXlXlj/vbs2WOy7b///a8AIN577z2z99m5c6cICAgQixcvFgDEvn37DG4/efKkCAoKErNnz7b63H/99Zc4deqUwbaKigrRt29foVarxbVr13Tbf/zxRwFAvPLKK7ptN27cEE2aNBFdu3at6mW6BeavUlX502eu/zNn7dq1AoBYv3693R6zuLhYREZGioSEhCr3dRfemEFzcnNzhZ+fn3jooYd02+T0V//88484f/68EEKIffv2SXodFy5cEBqNRnccqN/XCSHEI488Ivz8/MQff/yh21ZcXCxiY2NFhw4dbH2pOiy3k6ioqAhz585Fw4YNoVarERERgQEDBuDgwYMAKk9lb9u2DTk5ObrT0g0bNgQAlJaW4plnnsHtt98OjUaDkJAQ9OjRw6bTgYmJibrH1crPz0diYiI0Gg1q1qyJyZMnm5yWv3jxIurWrYvevXtD6F2Glp2djZCQENx99926bdevX8cff/xRZRmcPiEECgsLDR7bnKtXr2Lx4sVYunQpatasaXXfl19+GRUVFXj00Uclt8PdMFfm1apVC6GhobJfBwD89NNPyM7Oxn333WewvWfPniaLxvXs2RO1atXC77//bvUxz58/jz179uCuu+4yKCX99ttv0b9/f9SuXVu3LTo6Gr169UJaWhquXbtm02twFubPvN69e5tsu/POOwHAbFZu3ryJOXPmYM6cOWjSpInZx0xJSUF5eTmWLl0KoLL0xFx/2ahRI8TFxRlsU6lUGDVqFEpKSvDXX3/ptm/evBm+vr548MEHddsCAwPxwAMPICsry+AMlSti/syTmz99lvo/czZs2ICQkBCMHDnSbo8ZHByMunXrVlma6iqYQekiIiIQHBxs0AY5/ZVardZVbEj1xBNPoHnz5pgwYYLZ27/99lvcdtttBlUbwcHBGDFiBA4ePIjjx4/Lej5jHCRJNH36dKxatQqjR4/GypUr8eijjyIoKEjXYT311FNo37496tSpg7Vr12Lt2rW6GtbCwkK8//776N27N1566SU8++yzuHTpEhISEqp97YIQAiNHjsTatWsxYcIEPP/88/j7778xefJkg/0iIiKwatUqZGRkIDk5GUBl2VtiYiJCQ0OxcuVK3b4//fQTWrZsibfeektyOxo3bqyrsZ8wYQIuXLhgdr+nn34aUVFReOihh6w+3unTp7F8+XK89NJLFktbPAFzZX/r168HAEkf6NeuXcO1a9dQp04dq/tt3LgRFRUVJo9ZUlJiNp/BwcEoLS01qd92NcyfdLm5uQBgNisrVqxAXl4eFi9ebPH+6enpaNGiBbZv34769esjNDQUtWvXxtNPPy2pzMbc8x86dAjNmjUzWYSxc+fOAODy18Yxf9JZy58+qf3fpUuX8NVXX2HUqFEICQmp1mMWFhbi8uXL+OOPP/Dkk0/i119/Rb9+/aw+pqtgBq3Lz8/HpUuX8Msvv2Dq1KkoLCyU9LeVmldrfvrpJ/z3v//FihUroFKpzO5j7TMYqLxmuFqqfS7KS2g0mirLvSydki0rKxMlJSUG2/Ly8kRkZKSYMmWKrHZMnjzZ4Dk+++wzAUC8/PLLBs/Xo0cPs6cy7733XhEcHCz+/PNPXRnTZ599ZrDPnj17BACRlJRUZXtWrFghZs6cKdavXy82b94s5syZI/z8/MQtt9wiCgoKDPb9+eefha+vr9i1a5cQwnqp3pgxY0S3bt10/4aHltsxV1WTU25XVlYmIiMjRefOnSU99nPPPScAiN27d1vd7/bbbxfR0dEm5Xpt2rQRzZo1E2VlZbptJSUlokGDBgKA2Lx5s6R2KIX5k+6BBx4Qvr6+4s8//zTYfv78eREaGireeecdIYQQqampZsvtwsLCRHh4uFCr1eLpp58WmzdvFuPHjxcAxBNPPGH1ua9cuSIiIiJEjx49DLa3bt1a9O3b12T/3377TQAQKSkptrxUp2H+pLOUP31y+r/k5GQBQGzfvt3qflIeMyEhQQAQAERAQIB46KGHDMqSXRkzaF3z5s11f9saNWqIxYsXm3wOGrPUX+mrqtyuoqJCdO7cWdx7771CiH/LDI3L7YYPHy5q1qypK8/X6tq1qwAgXn31VQmv0jIOkiSKi4sTHTt2FGfPnrW4j5S61fLycnHlyhVx6dIlMXToUNG+fXtZ7TB+Iz344IPCz89PFBUVGez38ccfmw3glStXRHR0tGjbtq0IDAwUEydOlPX8Uqxfv14AEMuWLTPY3qtXLzFs2DDdvy0Nkr7++muhUqnETz/9pNvmqYMk5qpqcgZJu3btEgDEf/7znyr3zcjIEH5+fmLcuHFW9zt27JgAIObNm2dy26pVqwQAMXnyZPHbb7+JX375Rdx9993C399fABBr166tsh1KYv6k0fZpjz/+uMltkyZNEu3atdMdOFgaJPn4+AgAYvny5QbbBw0aJIKCgkw+5LXKy8vFoEGDREBAgDh8+LDBbY0bNxaDBw82uc+JEycEAPHGG2/IeZlOx/xJYy1/+uT0f127dhV169YVN2/erPZjHjp0SHz55Zdi9erVomfPnuL+++83+d25KmbQuu+//17s3LlTrFy5UnTq1EksWLBAlJaWWtzfWn+lr6pB0gcffCCCgoLE6dOnhRCWB0nbt28XAMTgwYPFwYMHxbFjx8ScOXN0n8HPPfec/Beth4MkiTZt2iQCAwOFj4+P6NSpk0hKShInTpww2MfaG2nNmjWiTZs2uj+c9qdRo0ay2mH8RkpISBCxsbEm+/38888WA/jJJ58IACIyMlLk5eXJen6poqKiRL9+/XT/3rhxo/D39xfHjh3TbTM3SLp586a49dZbxaRJkwwez1MHScxV1eQMkiZNmiR8fX1Fbm6u1f1+//13UatWLdG+fXuLB6dazzzzjAAg9u/fb/b2J5980uD337FjR/HUU08JAGLr1q1VtllJzF/V9u7dKwIDA0VCQoLJAWVWVpZQqVTi66+/1m2zNEgKCQkRAEROTo7Bdu0F+RkZGWaf/5FHHhEAxIcffmhym7ufSWL+qmYtf8ak9n/aQfTMmTOrfH6pj6lVUlIiWrduLUaPHi1pf6Uxg9JdvXpVREZGigULFljcx1p/pc/aIKmgoEBERkaKZ555RrfN0iBJiMqzotr+FYBo2rSpePnll+3yRRGvSZJo3Lhx+Ouvv5CcnIyYmBi88soraN26NXbs2FHlfdetW4fExEQ0adIEq1evxs6dO/HVV1+hb9++ikz5uGvXLgBAXl4e/v77b4c8R2xsLK5evar792OPPYaxY8ciICAAp06dwqlTp3QX/505cwbnzp0DAHz44Yc4duwYHnroId1+2vVxioqKcOrUKVy/ft0hbVYCc2U/N27cwNatW9G/f39ERkZa3O/MmTMYOHAgNBoNtm/fXuUEERs2bEDz5s1x++23m739hRdewIULF/Dtt9/iyJEj2Ldvn+7336xZM9tfkBMwf9b9/PPPGDFiBG699VZs3rwZfn6Gq2Y8/vjj6NGjBxo1aqTrq7QXRZ8/f95g2tqYmBgAMMlmRESErt3GlixZgpUrV2L58uWYOHGiye3R0dEm63xpn1v/OV0V82ddVfnTJ7X/Ayr7NKDq65bkPKZWQEAARowYgS1btuDGjRuS7qMkZlC68PBw9O3bV3eNmrGq+iupXn31VZSWluLuu+/W9ava15OXl4dTp06htLRUt//MmTNx4cIFfP/999i/fz/++OMPaDQaAHb4DK7WEMuLXbhwQdSrV090795dt23YsGFmv20YOXKkaNy4saioqDDY3q1bN9nTSlb3lOyOHTt0p+3r1asnOnToUOW3U3JVVFSIunXrioEDB+q2Qe8bFnM/7dq1E0L8e3bJ2o+rfztfHcyVKalnkjZu3FjlN1iXL18WLVq0EBEREVZr+7V++OEHAUAsXbpUVps7deok6tevX2Xttqth/v6VnZ0toqKiRLNmzcTFixfN7hMXF2e1r9JoNLp977nnHgHA5Fvq1atXCwDiu+++M9j+1ltvCQBi7ty5Ftv46KOPCl9fX5PrP1944QUBQFeq4i6Yv39JyZ8+Kf2fVsuWLUWTJk3s+pj65s6dKwCICxcuyLqfK2AGrRs1apQICgoy2S6lv9Jn7UzS5MmTqzwOPHTokNXHHzt2rAgKChL5+fmS2mMJzyRJUF5ejoKCAoNtERERiImJMVg0MCQkxGQ/4N+FVYXe9Iw//vijXRZJHTJkCMrKyrBq1SqD9mpnOdGXn5+PqVOnonPnznjxxRfx/vvv4+DBg3jxxRcN9pMzTeSlS5dMtq1atQqXLl0yWEhu69atJj/aqSk//PBDvPHGGwCAe+65x+y+2te6detWdOnSRcJvxvUxV/a1YcMGBAcH66bKNVZcXIwhQ4bg7Nmz2L59O2655RZJjwkA48ePl9yOTZs2Yd++fZg7d67JlOOuhPmzLDc3FwMHDoSPjw927dqFunXrmt3v3XffNemrZs2aBaDy21D9b1y1/d3q1at12yoqKpCamopatWoZnKnctGkTZs+ejfvuuw+vv/66xXaOGTMG5eXlePfdd3XbSkpKkJqaii5duiA2NrbK16oU5s8yqfnTV1X/p3Xo0CH8/vvvkvq0qh7z4sWLJtvy8/Px6aefIjY2VneW1FUxg5aZ+9ueOnUKu3fvRseOHQ22S+2vpJo9e7ZJv/rOO+8AqJwqfevWrWjUqJHF+3///ffYsmULHnjgAd0ZJVtZPndLOkVFRahfvz7GjBmDdu3aoUaNGkhPT8e+ffvw2muv6fa7/fbbsWnTJsyfPx+dOnVCjRo1MHz4cAwbNgxbtmzBnXfeiaFDh+LkyZNISUlBq1atqr2OyvDhw9G9e3c88cQTOHXqFFq1aoUtW7aYfUPPmTMHV65cQXp6Onx9fTFo0CBMnToVzz//PEaOHKlbQfmnn35Cnz59kJSUhGeffdbq88fFxeHuu+9GmzZtEBgYiMzMTGzcuBHt27c3mOZ71KhRJvfVTpE5ePBg3TSRLVq0QIsWLcw+V6NGjcw+jrtiriwrKCjQfRh89913AIC33noLNWvWRM2aNTFz5kyD/a9evYodO3Zg9OjRqFGjhtnHvO+++/DTTz9hypQp+P333w3WG6lRo4ZJtsrLy7Fp0ybccccdFte+2bt3L5YuXYqBAweidu3a+OGHH5CamopBgwZhzpw5Vl+j0pg/ywYNGoS//voLjz/+ODIzM5GZmam7LTIyEgMGDAAADBw40OS+2jLiXr16GRxMjBw5Ev369cOyZctw+fJltGvXDp999hkyMzPxzjvvQK1W69o5adIk1K5dG/369TMpbenWrRsaN24MAOjSpQvGjh2LRYsW4eLFi2jatCn++9//4tSpUwaDMVfE/FkmNX9aUvo/LalThEt5zMGDB6N+/fro0qULIiIicPr0aaSmpuLcuXPYtGmT1cd3BcygZW3atEG/fv3Qvn17hIeH4/jx41i9ejVu3ryJ5cuX6/aT018BlZ/j+fn5ukssvvjiC10p3axZs6DRaNChQwd06NDB4HG0l120bt3a4LM6JycH48aNw4gRIxAVFYXffvsNKSkpaNu2rckg0SbVOg/lJUpKSsRjjz0m2rVrJ0JDQ0VISIho166dWLlypcF+165dE+PHjxc1a9YUAHSnTisqKsSLL74o4uLihFqtFrfddptIS0szOb0qhbn7XLlyRUycOFGEhYUJjUYjJk6cKA4dOmRwKvPzzz8XAMRrr71mcN/CwkIRFxcn2rVrp5uxIQ5aUgAALJ9JREFURM40kVOnThWtWrUSoaGhwt/fXzRt2lQsXLiwyovhhbA+BbgxeODEDcyVZdqLNM39mHttKSkpAoD43//+Z/ExrZVGmXvMnTt3CgDizTfftPiY2dnZYuDAgaJOnTpCrVaLFi1aiGXLlplMC+uKmD/LLOUEgOjVq5fV+1qauEEIIYqKisScOXNEVFSUCAgIEG3atBHr1q0ze39LP8blKTdu3BCPPvqoiIqKEmq1WnTq1Ens3LmzyteoNObPMrn5k9L/CVE585i2FKsqUh7zrbfeEvHx8aJOnTrCz89P1K1bVwwfPlzs3bu3ysd3BcygZUlJSaJjx44iPDxc+Pn5iZiYGHHPPfeII0eOGOwnt7+y9jlsraTe0sQNV69eFSNHjtT1qY0aNZJ8DCqFSggzS34TERERERF5KdctmCciIiIiIlIAr0lyEVevXjWY0tCYr6+vpIs3ifQxV6Qk5o+UxPyR0phB98ZyOxfRu3dvZGRkWLw9Li5Od+EakVTMFSmJ+SMlMX+kNGbQvXGQ5CIOHDhgdjFBraCgIHTv3t2JLSJPwFyRkpg/UhLzR0pjBt0bB0lERERERER6PP6apIqKCpw7dw6hoaFQqVRKN4dcgBACRUVFiImJcfhin8wfmeOsDDJ/ZA77QFIS80dKk5pBjx8knTt3zqVXHSflnDlzBvXr13foczB/ZI2jM8j8kTXsA0lJzB8praoMusUg6e2338Yrr7yC3NxctGvXDsnJyejcubOk+4aGhgKo/EWEhYU5spnkJgoLCxEbG6vLhiMxf2SOszLI/JE57ANJScwfKU1qBl1+kLRp0ybMnz8fKSkp6NKlC1asWIGEhAQcO3YMERERVd5fe3o1LCyMbxAy4IxT78wfWePoDDJ/ZA37QFIS80dKqyqDLr+Y7Ouvv45p06bh/vvvR6tWrZCSkoLg4GB88MEHSjeNiIiIiIg8kEufSSotLcWBAwewaNEi3TYfHx/0798fWVlZZu9TUlKCkpIS3b8LCwtN9hFC4MbNcgBAkL8vL+Yju2H+SElS8gcwg+Q47ANJScwf2ZNLn0m6fPkyysvLERkZabA9MjISubm5Zu+zbNkyaDQa3Y+5C/Zu3CxHq2d2odUzu3RvFCJ7YP5ISVLyBzCD5DjsA0lJzB/Zk0sPkmyxaNEiFBQU6H7OnDljdf/rpeW4Xlpm9odLSJFc9syfkj/MvnuSmz/AsRlkjryPLX0gc0L2Ijd/jB5Z49LldnXq1IGvry8uXLhgsP3ChQuIiooyex+1Wg21Wi35OTo+n27xtlbRYfhkeldYOxPLU7Wkz575U5KU7FeF7w3nk5s/wLEZtDVHzI77sqUP1M8J//ZUHXLzNyw5E2mz4nV9FPNH+lx6kBQQEIDbb78du3fvxqhRowBULgy2e/duzJw50+bHDfL3Rce4cOzPybO639HzhWidtMvqPh3jwv+/c+ebiqSRmj8lScl+VfjecF3OyqCtOWJ2PJtx/vRzwr89OVqQvy9aRYfh6PlCnLxcbNBHMX+kz6UHSQAwf/58TJ48GR07dkTnzp2xYsUKFBcX4/7777f5MVUqFT6Z3tViLaoQwNiULBw9b/6iZ337c/JwpbgUwQG+kp+f31R4t6rypyQ52a+K9r1ROySAeXcxjs5gdXNk3K+yz/Qs2vxdLy03yYmlz1RmgOxFpVIhbVY8hiVnmvRR+vlj5kgl3KAY+K233tItJtu+fXu8+eab6NKli6T7FhYWQqPRoKCgQNYc+fqzn5hzvbTc5jIVayUofFM6nq2ZcPXnspeqsl8V4/cGv5kz5axcKJk/W3JkqV9lhuzLlfpAbU6q+kw1/tzkZ6X7cpX86fdR5vLHfsdzSc2gy59JAoCZM2dWq7zOFiqVCsEBln891SlXsVaCwjclKa2q7FfF+L2xPycPN26WV+sxyf3YkiNL/Soz5Lm0OanqM9X4c5OflVRd+n2Uufyx3yH+5W1kS7mKlBIUlpmQu9O+N64Ul7rsxBTkmoz71eqcsSf3Yukz1dLnJsuiyJ7086ff77h+rRU5EgdJ1WDLN6XbZsebHVjpvyn1DwrMlebxA4FcXeV7Q/p1ekRa1T2TSe7L0t9e/3PT3GclS/HIHszlb2xKFrbNjmeevBQ/iZzM0oeApVIDc6V5LDMgIiJvUVVZFEvxyJ70Z787er6QJXdejH91F2FcamCtNG9/Th6ul5YjRM0/HxEReQ/9z0oppXhaPLtEUmkzVt1lMMj98SjbhRifZTIuzdMvM+ApYCLyJrw2gLT0PyurKsXTqmphYw6iSJ9+FK6XljMfXoqDJBdmPGjiKWAi8lb8YojMqaoUT6uqhY1ZokeWdHw+nfnwUjzCdiM8BUxE3sT4iyEuTkzWmJshT+rCxlIWhufZBO9hbikLLnLsfThIcjP670WWnxCRJzP+Yqjj8+kGZVM8QCFj5iZHsjSrLGC9RM+YpZI95tDzmFvKwlw+qirjlIoZck0cJLkxlp8QkacLDjD8Rle/bIolMCSFtWnl5SwMb6lkjzn0TCqVCrVDAmQtcmwrZsg1cZDkZsyVn3AxPXJ1POtJttJ+o3u9tNykbEpbAsMSPLKVlIXhqyrZYw49l9xFjm0lpdzTGI/7HE8lhGcfvhQWFkKj0aCgoABhYWFKN8cuikvKTL65YAmKdM7MhCfmT6rrpWVo9UxlTltFh/Gspx5n5cLT8ieEwI2b5QYlUsC//V9wAPs+KdgHyqfNnj5zOUybFQ8fH2bQGk/Jn7lMyGWcITmslfrxONA6qbngmSQ3ZFx+ArAEhVwPZ2Mke9OWTRmXSGn7P/Z95CjmSvbM5XBYcia/EPIS1so4pZJT7mnMWqkf+0L74BGLG6pqMT3907b8NoGUwtkYyVEsleCx7ImcST+Hw5IzcfJyMY6eL+Ri7ySZlHJPY1JK/XgcaB98F7spc4vpmZulh2UopCRGjhxFpVIhRO2HbbPjTWagYr9HzqLNYdqseN0XQsOSM7F7fi+W3ZEktpyRsjRjo6XjQJaB2sZH6QZQ9WnfYNpZWPRpT8eOTcmCh19+RkReSH8GKi32e+RswQGV5cUAcPJyMYYlZzJ75DDa4z7jH0vHgcyjbXgmyYNYK8PjqVdSGvtnchSW35HSVCoV0mbFo9/rGSy7I8UYHweyDLR6eCbJw2i/XdCWoexf3F93W8fn09HqmV0Y+mYmKip4xErOxW/1yZH0y++M+z32eeQMPj6VAyUt9nmkBP3jQP08DktmPyhXtQZJJSUl9moHOYC5MhSAp17JebQz3AHQzXBH5EiWyu/Y55Ez6Jfdsc8jpbEMtHpkDZJ27NiByZMno3HjxvD390dwcDDCwsLQq1cvvPDCCzh37pyj2kk20p56Pbo0Ab8tSUCjOiEAoFuIlm8WciRt/oicSZs74z7veikPWMmxjPs8fsSSkrRloPr9IAfu0kkaJG3duhXNmjXDlClT4Ofnh4ULF2LLli3YtWsX3n//ffTq1Qvp6elo3Lgxpk+fjkuXLjm63SSDpVOv2jKU4pIyDpbIYXgpCClBf9YxLZabkDPo93ksuSOlGZeBMo7SSbqC6+WXX8Ybb7yBwYMHw8fHdFw1btw4AMDZs2eRnJyMdevWYd68efZtKdmF8UK0XISRiDyZttzk6PlCXbkJF/skR+JC2uRqjAfu7AOlkXQmKSsrC0OHDjU7QNJXr149LF++nAMkF6ZfhqKtUwX+nQWK33gRkScxV27CsjtyJJYZk6vh9cG24ex2XsjaLFAsDSAiT8NZx8jZ+CU9uRIO3G0j+/yvEAKbN2/Gnj17cPHiRVRUVBjcvmXLFrs1jhxLfxYobfkd1xUhIk+kX3bHEihyJo7HyRXoH9Ixk9LIPpM0d+5cTJw4ESdPnkSNGjWg0WgMfsi9aL9d4Loi5AzsmEkpnHWMlMIzl+RqOImNNLK/Rlu7di22bNmCIUOGOKI9pABzZ5S064rw4j6yJ14wSkrixcvkLJy8gVyNfiY5iY00ss8kaTQaNG7c2BFtIQVZWleEkzlQdfGCUXIVzCI5C68BIVfDSWzkkz1IevbZZ7FkyRLcuHHDEe0hBZlbV4RrKVF1scyJXAWzSM7Ea0DI1RhPYjMsmcd31sgeJI0bNw55eXmIiIhAmzZt0KFDB4MfOZYtW4ZOnTohNDQUERERGDVqFI4dO2awT+/evaFSqQx+pk+fLrfZJIN2LSUt7VpKrKsmW3FxRXIVzCIpgVkjV6GdxAYATl4u5vGdFbILZCdPnowDBw5gwoQJiIyMrFYtY0ZGBmbMmIFOnTqhrKwMTz75JAYOHIijR48iJCREt9+0adOwdOlS3b+Dg4Ntfk6qmvbb1uul5RibkoWj5wsBcOY7sp1xff710nKEqFmfT87HLJKz8LokckXasrthyZk8vquCSsgcOoaEhGDXrl2Ij4+vemeZLl26hIiICGRkZKBnz54AKs8ktW/fHitWrJD0GCUlJSgpKdH9u7CwELGxsSgoKEBYWJiVe5I5QghcKS5Fx+fTddtaRYchbVY8fHzc841UWFgIjUbjkEwwf5YVl5ShddIuAECjOiHYPb+X22aouhyVQeZPGuMsps2KR3CAr9ccHLAPdB79rP22JIEDcjB/rsLS8d0n07vqzrgH+Xtmvyg1g7LL7WJjYx0WtIKCAgBArVq1DLavX78ederUwa233opFixbh+vXrFh9j2bJlBlOSx8bGOqSt3kJ/5jst7cx3PDVrivmzzPgUPzNkf8yfNCw3cRxm0BDLO52L+ZPO0vFd66RdaPVM5Y+3Z1b2maRt27YhOTkZKSkpaNiwod0aUlFRgREjRiA/Px+ZmZm67e+++y7i4uIQExODI0eOYOHChejcubPFRWv5LYJjCCFwvbQcw5IzcfJyMQD3/VaM32Ipp6JCoN/rGboMHV2a4JXlJzyTpLyKCmFQbgIA+xf3R3CAr8m+nvZtKvtA5xFCYOibemVNi/t7fUkT8+datMd3+pdX6LPUL+pztz5SagZlD5LCw8Nx/fp1lJWVITg4GP7+/ga3X7161aYGP/zww9ixYwcyMzNRv359i/t9/fXX6NevH7Kzs9GkSZMqH9eRb0Zv5AklU87MBPNnSj9DHCQ5NhfMn3Xmyk3MMS5BkcKVDxrYBzqXfp8HuH/JenUxf65JCKFbFuF6aXmV/aI+KX2kK/WJUnMh++jkjTfesPuLnDlzJtLS0rB3716rAyQA6NKlCwBIHiSRfWnLVLgYGdmKUSFXYW4hbXO0JShydIwL//+DBgbe22lnjOVi7eTKVCqV7kvLIH/fKvtFfVL6SHfsE2UPkhITEy3eJnftJCEEZs2aha1bt+Kbb75Bo0aNqrzP4cOHAQDR0dGynovsQzsrirZkijP2EJE7087maW5hWSFgsQSlKtrZoqyVqbjSN6vkOPozxmpL1rWLtRvng5kgV2CtX9Qnp4+U0icaU/r9IPvIdvbs2XjzzTdNthcXF2PYsGHYs2eP5MeaMWMGNmzYgM8//xyhoaHIzc0FAGg0GgQFBeHEiRPYsGEDhgwZgtq1a+PIkSOYN28eevbsibZt28ptOtmJdjEyud+sEhG5Iv1vUI1tmx1f5YGCPv0yFbllfEofEJDj6C/Wrv3sNJcPW0o7zWGWqLqs9Yv6quoj5fSJxpQu45M9SNq2bRvCw8OxZMkS3bbi4mIMGjRI9pOvWrUKQOU03/pSU1ORmJiIgIAApKenY8WKFSguLkZsbCxGjx6NxYsXy34usi/2vUTkDaQeKGjJKVMxLlFxx3IUkse49M6YLaWd5jBL5CxV9ZFyS/f0KV3GJ3uQ9OWXX6JHjx4IDw/H3LlzUVRUhISEBPj5+WHHjh2yHquqOSNiY2ORkZEht4nkZF48OyQRkQEpZSqWSlQslaPwrIDnsJSP6pR2muOOpU3kmaSW7umrThmfPXMse5DUpEkT7Ny5E3369IGPjw8++ugjqNVqbNu2DSEhIXZpFLmXsSlZvACViOj/STn7pF+iUlU5iqWSEx7UuidL+ZBb2mmOI0qbmDOqLrln5AHby/i0ObbHAuE2XW3ftm1bpKWlYcCAAejSpQvS0tIQFBRUrYaQewny/3eWO07eQEQkj5yZpCyVnLCkyrPYciBpzBGlTcwZKcHWMj5tju2RW0nvxttuu83sk6jVapw7dw7du3fXbTt48KDNjSH3oT19qu1Qr5eW89smIiIb2FqC5cgyE3JPjihtsla6x8yRUoyzbpzj/Tl5uF5ajhC17V88SLrnqFGjbH4C8lz6/WLH59MNTtWz4yQikk5OCZYzykzIfdmrtElK6R5naCQlGWd92+x4gwXCq3s5iKR3UVJSkk0PTp7N+FSn/ql6np4nIqo+cwe8zigzIe8iJ2f6OEMjuRLtAuH2uhxE0r2EEAw8mdBfIM/4VD3LQEgKlmkSyeeMMhMiWxZa1n721w4JYL9OijC+HKQ6JPWgrVu3xjPPPIO77roLAQEBFvc7fvw4Xn/9dcTFxeGJJ56oduPI9WkXyNOeqq+qDISn5EmfcZmmOcwKkamqykyGJWdi9/xe8PHhe4dsJ3WhZePPfpZ+kpLsFTlJg6Tk5GQsXLgQjzzyCAYMGICOHTsiJiYGgYGByMvLw9GjR5GZmYnffvsNM2fOxMMPP2yf1pHb0HakVZWBaPGUvPeyVqZpDrNCVDXjMpOTl4sxLDmTyzOQw1iboZGln+QJJA2S+vXrh/379yMzMxObNm3C+vXrkZOTgxs3bqBOnTq47bbbMGnSJNx3330IDw93dJvJhVVVBqLFcjzvZa1M0xxbFkU0hxkjT6dSqZA2Kx79Xs/AycvFXJ6BnMZSv74/J48ZJLclK7Xx8fGIj493VFvIQ5grA6lq0UR+2+RdjMs0zanOoojmMGPkDXx8KgdK9qjHJ5JDv1/XL/0kclcc2pPDSVk0kWeWvJO1evfqLIpojtwzUswguSvGlpRU2a9X78w/kSvgIImcyrgcjxM9kCW2LIpojq1npMxNKMEcEhEReQcOksjppJxZ4kQPBNi2KKIxW89ImZtQgjkkIiLyDhwkkaLkTvTAtRdILrlnpCxlEDBfssezS+TKhFC6BURE7omDJFKcnIke9EugeHBKUsk9I2U8oYS1kj2WhpIrG5uSxWnAiYhsYNMgqaKiAtnZ2bh48SIqKioMbuvZs6ddGkbeS8raCwBLn8hxjAdV1kr2WBpKribI31e3XhKnASciso3sXvOHH37A+PHjkZOTA2F0Hl+lUqG8vHoXWRPps7amjn7pE7+9J0cyV7JnrTT0emk5QtQ8KCVlaPPKacCJiGwn+1N8+vTp6NixI7Zt24bo6GgemJLDGa+pY670SVvyFBzAwRI5hrmSPUuloSxxIqUxekRE1bsu00fuHY4fP44XX3wRLVu2RM2aNaHRaAx+iBxFe5BaOyQAHePCDW7TljyNTckyOcNJ5CjaTGpz2So6DAB0JU5ERESknOocF8oeJHXp0gXZ2dk2PRmRPWhLSY4uTcBvSxJ0B6bAv6VORM6mzSUREREpR3tdJlC9Ly0lldsdOXJE9/+zZs3CggULkJubizZt2sDf399g37Zt29rUECI59Eufts2Ox5XiUl2p07DkTOye3ws+Pqw3IediiRMREZGy7HVdpqRBUvv27aFSqQxOV02ZMsWgMUIITtxAilCpVLpSp6PnC3HycjGGJWfymhAiIiIiL2SPwz9Jg6STJ09W/5mIHEilUiFtVjz6vZ6Bk5eLOe0tKY6XxhEREbkvSdckxcXF6X5ycnJQr149g21xcXGoV68ecnJyHN1eIot8fCoHSlo8SCUlcRIRIiIi9yV74oY+ffrg6tWrJtsLCgrQp08fuzSKyFb6p1d5kErOZq+LRYmIiEhZsgdJ2muPjF25cgUhISF2aRSRrXiQSkriDHdERESeQfIFG3fddReAyoOAxMREqNVq3W3l5eU4cuQIunXrZv8WEslgPKMJTySRs3GuECIiIvcn+UySdrFYIQRCQ0MNFpCNiorCgw8+iHXr1sl68meffRYqlcrgp0WLFrrb//nnH8yYMQO1a9dGjRo1MHr0aFy4cEHWc5D3YckdEREREVWH5DNJqampAICGDRvi0UcftVtpXevWrZGenv5vg/z+bdK8efOwbds2fPLJJ9BoNJg5cybuuusufPfdd3Z5bvJM2pK7o+cLOcsdEREREckm+8gxKSkJAHDx4kUcO3YMANC8eXNERETY1gA/P0RFRZlsLygowOrVq7Fhwwb07dsXQOVArWXLlvjhhx9wxx132PR85PnstYgYUXXxJCYREZF7kj1xQ1FRESZOnIh69eqhV69e6NWrF+rVq4cJEyagoKBAdgOOHz+OmJgYNG7cGPfddx9Onz4NADhw4ABu3ryJ/v376/Zt0aIFGjRogKysLIuPV1JSgsLCQoMf8j5KXRfC/JE+Z5d7Mn+kNGaQlMT8kT3JHiRNnToVP/74I9LS0pCfn4/8/HykpaVh//79eOihh2Q9VpcuXbBmzRrs3LkTq1atwsmTJ9GjRw8UFRUhNzcXAQEBqFmzpsF9IiMjkZuba/Exly1bZnC9VGxsrNyXSGQz5o+UnGGR+SOlMYOkJOaP7En2ICktLQ0ffPABEhISEBYWhrCwMCQkJOC9997DF198IeuxBg8ejLFjx6Jt27ZISEjA9u3bkZ+fj48//lhus3QWLVqEgoIC3c+ZM2dsfiwiuZg/UnIacOaPlMYMkpKYP7In2dck1a5dGxqNxmS7RqNBeHh4tRpTs2ZNNGvWDNnZ2RgwYABKS0uRn59vcDbpwoULZq9h0lKr1QbTkxM5E/NHgHLlnswfKY0ZJCUxf2RPss8kLV68GPPnzzcoecvNzcVjjz2Gp59+ulqNuXbtGk6cOIHo6Gjcfvvt8Pf3x+7du3W3Hzt2DKdPn0bXrlyskYiIiIiITNnjcmDZZ5JWrVqF7OxsNGjQAA0aNAAAnD59Gmq1GpcuXcI777yj2/fgwYNWH+vRRx/F8OHDERcXh3PnziEpKQm+vr649957odFo8MADD2D+/PmoVasWwsLCMGvWLHTt2pUz2xERERERkQkhBMamWJ7kTSrZg6RRo0ZV+0m1/v77b9x77724cuUK6tati/j4ePzwww+oW7cuAOCNN96Aj48PRo8ejZKSEiQkJGDlypV2e34iIiIiIvIcN26W4+j5ypkNW0WHIcjf16bHsXmdJHvYuHGj1dsDAwPx9ttv4+2337bbcxIRERERkef7ZHpXqGy8UFj2NUkAkJ+fj/fffx+LFi3C1atXAVSW1p09e9amRhAREREREdlTdSZSkn0m6ciRI+jfvz80Gg1OnTqFadOmoVatWtiyZQtOnz6NDz/80PbWEBEREZFbc+Ia2kQOI/tM0vz585GYmIjjx48jMDBQt33IkCHYu3evXRtHRERERO7DXhfNEylN9iBp3759eOihh0y216tXz2BacCIiIiLyLva6aJ5IabIHSWq1GoWFhSbb//zzT92sdERERETk3apz0TyR0mQPkkaMGIGlS5fi5s2bAACVSoXTp09j4cKFGD16tN0bSERERETuh+MjcmeyB0mvvfYarl27hoiICNy4cQO9evVC06ZNERoaihdeeMERbSQiIiIiInIa2bPbaTQafPXVV8jMzMSRI0dw7do1dOjQAf3793dE+4iIiEgmzi5GRFQ9sgdJWvHx8YiPj7dnW4iIiKiaOLsYEVH1yRokVVRUYM2aNdiyZQtOnToFlUqFRo0aYcyYMZg4cSIvziMiIlIYZxcjIqo+ydckCSEwYsQITJ06FWfPnkWbNm3QunVr5OTkIDExEXfeeacj20lEREQycXYxIiLbSD6TtGbNGuzduxe7d+9Gnz59DG77+uuvMWrUKHz44YeYNGmS3RtJRERE8nF8RERkG8lnkj766CM8+eSTJgMkAOjbty+eeOIJrF+/3q6NIyIiIiIicjbJg6QjR45g0KBBFm8fPHgwfv75Z7s0ioiIiIiISCmSB0lXr15FZGSkxdsjIyORl5dnl0YREREREREpRfIgqby8HH5+li9h8vX1RVlZmV0aRUREREREpBTJEzcIIZCYmAi1Wm329pKSErs1ioiIiIjcDxcyJk8heZA0efLkKvfhzHZERIZ4wEDOxsyRUriQMXkSyYOk1NRUR7aDiMgjjU3JwrbZ8VyrhpyCB6mkJC5kTJ5E8jVJREQkTZC/L1pFhwEAjp4vxI2b5Qq3iLwFD1LJVXAhY3J3HCQREdmZSqXCJ9O7Kt0M8nI8SCUlMXrk7jhIIiJyAB4gkNKYQSIi23GQREREREREpIeDJCIiIiIi8gj2muGTgyQiIiIiInJ79pzhk4MkIiIiIiJye/ac4ZODJCIiIiIi8ijVneFT0UFSw4YNoVKpTH5mzJgBAOjdu7fJbdOnT1eyyURERERE5IL0r0eq7gyfftW7e/Xs27cP5eX/LrL466+/YsCAARg7dqxu27Rp07B06VLdv4ODg53aRiIiIndhrwuWiYjcjT2vRwIUHiTVrVvX4N/Lly9HkyZN0KtXL9224OBgREVFObtpREREbsXeBwhERO7EntcjAQoPkvSVlpZi3bp1mD9/vkH94Pr167Fu3TpERUVh+PDhePrpp62eTSopKUFJSYnu34WFhQ5tN5E+5o+UxPx5N3sfINiCGfRuSp/JZP5Iq7rXIwEuNHHDZ599hvz8fCQmJuq2jR8/HuvWrcOePXuwaNEirF27FhMmTLD6OMuWLYNGo9H9xMbGOrjlRP9i/khJzB9p2eMAwRbMoPeqqBAYlpypaBuYP9KyR/fnMoOk1atXY/DgwYiJidFte/DBB5GQkIA2bdrgvvvuw4cffoitW7fixIkTFh9n0aJFKCgo0P2cOXPGGc0nAsD8kbKYP9JSYHwEgBn0VkJUDpBOXi4GoNyZTOaP7Mklyu1ycnKQnp6OLVu2WN2vS5cuAIDs7Gw0adLE7D5qtRpqtdrubSSSgvkjJTF/pDRm0Dvpl3o2qhOCtFnxipzJZP7InlziTFJqaioiIiIwdOhQq/sdPnwYABAdHe2EVpE7U7oumoiIyBulzYqHj49CpzKJ7EjxM0kVFRVITU3F5MmT4ef3b3NOnDiBDRs2YMiQIahduzaOHDmCefPmoWfPnmjbtq2CLSZXxxmeiIiIlKFUqSeRvSk+SEpPT8fp06cxZcoUg+0BAQFIT0/HihUrUFxcjNjYWIwePRqLFy9WqKXkLlxhhiciIiIicl+KD5IGDhwIYaY2KjY2FhkZGQq0iDyJUjM8EREREZH7colrkogcheMjIiIiIpJL8TNJRPYW5O+Lo0sTdP9PpATmkJyNmSOlMHvkCuydQw6SyOOoVCoEBzDapCzmkJyNmSOlMHvkCuydQ5bbERERERER6eEgiYiIiIiISI/HnxvVzpxXWFiocEvIVWizYG5WRXtj/sgcZ2WQ+SNz2AeSkpg/UprUDHr8IKmoqAhA5ZTiRPqKioqg0Wgc/hwA80fmOTqDzB9Zwz6QlMT8kdKqyqBKOGMor6CKigqcO3cOoaGhLr9eTmFhIWJjY3HmzBmEhYUp3RyHUvK1CiFQVFSEmJgY+Pg4tuJUqfx5U5Zs5Q0ZVLL/Ywb/5Wq/C2/oA81xtb+DI7jDa/TW/JnjDn8vudzhNUnNoMefSfLx8UH9+vWVboYsYWFhLhsse1PqtTr62ystpfPnTVmylSdnUOn8AcygPlf6XXhLH2iOK/0dHMXVX6M3588cV/972cLVX5OUDHLiBiIiIiIiIj0cJBEREREREenhIMmFqNVqJCUlQa1WK90Uh/Om16oE/n6rxt+RY/H3+y/+LlyDN/wdvOE1ehJP/Ht50mvy+IkbiIiIiIiI5OCZJCIiIiIiIj0cJBEREREREenhIImIiIiIiEgPB0lERERERER6OEhyAatWrULbtm11C2917doVO3bsULpZTrF8+XKoVCrMnTtX6aZ4BG/Okq2YQftiBs1jzpTjjZlk3lybp2fSU/LHQZILqF+/PpYvX44DBw5g//796Nu3L0aOHInffvtN6aY51L59+/DOO++gbdu2SjfFY3hrlmzFDNofM2iKOVOWt2WSeXN9npxJj8qfIJcUHh4u3n//faWb4TBFRUXilltuEV999ZXo1auXmDNnjtJN8lieniVbMYPO480ZZM5ck6dmknlzX56QSU/LH88kuZjy8nJs3LgRxcXF6Nq1q9LNcZgZM2Zg6NCh6N+/v9JN8VjekiVbMYOOxwwyZ67G0zPJvLkfT8qkp+XPT+kGUKVffvkFXbt2xT///IMaNWpg69ataNWqldLNcoiNGzfi4MGD2Ldvn9JN8UjelCVbMYOOxQxWYs5chzdkknlzL56WSU/MHwdJLqJ58+Y4fPgwCgoKsHnzZkyePBkZGRlu/YYx58yZM5gzZw6++uorBAYGKt0cj+QtWbIVM+h4zCBz5mo8PZPMm/vxpEx6av5UQgihdCPIVP/+/dGkSRO88847SjfFrj777DPceeed8PX11W0rLy+HSqWCj48PSkpKDG6j6vPULNmKGXQ+b8wgc+baPC2TzJv7c+dMemr+eCbJRVVUVKCkpETpZthdv3798Msvvxhsu//++9GiRQssXLjQLd9Ers5Ts2QrZtD5vDGDzJlr87RMMm/uz50z6an54yDJBSxatAiDBw9GgwYNUFRUhA0bNuCbb77Brl27lG6a3YWGhuLWW2812BYSEoLatWubbCf5vClLtmIGHYsZrMScuQ5vyCTz5l48LZOemj8OklzAxYsXMWnSJJw/fx4ajQZt27bFrl27MGDAAKWbRm6GWSKlMYPkaphJcjXMpHvgNUlERERERER6uE4SERERERGRHg6SiIiIiIiI9HCQREREREREpIeDJCIiIiIiIj0cJBEREREREenhIImIiIiIiEgPB0lERERERER6OEgiIiIiIiLSw0GSh7hy5QoiIiJw6tQpAMA333wDlUqF/Px8Rdt1xx134NNPP1W0DeR4zB8pjRkkJTF/pCTmzzE4SHKi4cOHY9CgQWZv+/bbb6FSqXDkyBGbHvuFF17AyJEj0bBhw2q0ULolS5ZgwoQJVe63ePFiPPHEE6ioqHBCq8ga5o+UxgySkpg/UhLz54YEOc3WrVuFj4+POHPmjMlt999/v+jYsaNNj1tcXCzCwsJEVlaWbtuePXsEAJGXl2drc6267bbbxKZNm6rcr6ysTERGRoq0tDSHtIOkY/5IacwgKYn5IyUxf+6HZ5KcaNiwYahbty7WrFljsP3atWv45JNP8MADDwAA8vLycN9996Fu3boICgrCLbfcgtTUVIuPu337dqjVatxxxx0W97l+/ToGDx6M7t27Iz8/H6dOnYJKpcLHH3+MHj16ICgoCJ06dcKff/6Jffv2oWPHjqhRowYGDx6MS5cuGTzWmTNn8Ntvv2HQoEEQQuDZZ59FgwYNoFarERMTg9mzZ+v29fX1xZAhQ7Bx40YbfmNkT8wfKY0ZJCUxf6Qk5s8NKTpE80KPPfaYaNKkiaioqNBt++CDD0RQUJDIz88XQggxY8YM0b59e7Fv3z5x8uRJ8dVXX4n//e9/Fh9z9uzZYtCgQQbb9L9FyMvLE926dRMDBw4UxcXFQgghTp48KQCIFi1aiJ07d4qjR4+KO+64Q9x+++2id+/eIjMzUxw8eFA0bdpUTJ8+3eCx33rrLTFw4EAhhBCffPKJCAsLE9u3bxc5OTnixx9/FO+++67B/qtWrRJxcXE2/87Ifpg/UhozSEpi/khJzJ974SDJyX7//XcBQOzZs0e3rUePHmLChAm6fw8fPlzcf//9kh9z5MiRYsqUKQbbtG+Q33//XbRt21aMHj1alJSU6G7XvkHef/993baPPvpIABC7d+/WbVu2bJlo3ry5wWMPGDBAvPXWW0IIIV577TXRrFkzUVpaarF9n3/+ufDx8RHl5eWSXxM5BvNHSmMGSUnMHymJ+XMvLLdzshYtWqBbt2744IMPAADZ2dn49ttvdadZAeDhhx/Gxo0b0b59ezz++OP4/vvvrT7mjRs3EBgYaPa2AQMGoGnTpti0aRMCAgJMbm/btq3u/yMjIwEAbdq0Mdh28eJF3b8LCwuRkZGBESNGAADGjh2LGzduoHHjxpg2bRq2bt2KsrIyg+cICgpCRUUFSkpKrL4Ocjzmj5TGDJKSmD9SEvPnXjhIUsADDzyATz/9FEVFRUhNTUWTJk3Qq1cv3e2DBw9GTk4O5s2bh3PnzqFfv3549NFHLT5enTp1kJeXZ/a2oUOHYu/evTh69KjZ2/39/XX/r1KpzG7Tn5Vkx44daNWqFWJjYwEAsbGxOHbsGFauXImgoCA88sgj6NmzJ27evKm7z9WrVxESEoKgoCBrvxZyEuaPlMYMkpKYP1IS8+dGlD6V5Y2KiopEjRo1REpKiqhfv7544YUXrO6fkpIiQkNDLd7+yiuviHbt2hls069HXbBggahbt6747bffdLdrT7UeOnTI7H20UlNThUaj0f373nvvFUlJSRbb8scffwgA4sCBA7ptixcvFvHx8VZfIzkP80dKYwZJScwfKYn5cx9+zh2SEQDUqFEDd999NxYtWoTCwkIkJiYa3P7MM8/g9ttvR+vWrVFSUoK0tDS0bNnS4uMlJCRg0aJFyMvLQ3h4uMntr776KsrLy9G3b1988803aNGihU3tLisrw44dOwy+0VizZg3Ky8vRpUsXBAcHY926dQgKCkJcXJxun2+//RYDBw606TnJ/pg/UhozSEpi/khJzJ/7YLmdQh544AHk5eUhISEBMTExBrcFBARg0aJFaNu2LXr27AlfX1+r0ye2adMGHTp0wMcff2xxnzfeeAPjxo1D37598eeff9rU5oyMDNSoUQMdOnTQbatZsybee+89dO/eHW3btkV6ejq++OIL1K5dGwBw9uxZfP/997j//vttek5yDOaPlMYMkpKYP1IS8+ceVEIIoXQjqPq2bduGxx57DL/++it8fBwz9p09ezbKysqwcuVKyfdZuHAh8vLy8O677zqkTeQamD9SGjNISmL+SEnMn2Ow3M5DDB06FMePH8fZs2d1F9TZ26233oquXbvKuk9ERATmz5/vkPaQ62D+SGnMICmJ+SMlMX+OwTNJREREREREenhNEhERERERkR4OkoiIiIiIiPRwkERERERERKSHgyQiIiIiIiI9HCQRERERERHp4SCJiIiIiIhIDwdJREREREREejhIIiIiIiIi0sNBEhERERERkZ7/A1k/Hk48Mky5AAAAAElFTkSuQmCC", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "\n", - "fig,axs = plt.subplots(nrows=nrows,ncols=ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,vs_valid_1d.shape[1])\n", - " axs[i][j].step(vs_valid_1d[:,sta_idx],depth)\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "79.5" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs = vs_valid_1d.T\n", - "depth.max()" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(43527, 301)" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# -------------------------------------------------------\n", - "# interp to 1 km thickness\n", - "# -------------------------------------------------------\n", - "from scipy.interpolate import interp1d\n", - "\n", - "max_depth = 300+0.1\n", - "depth_interp = np.concatenate([\n", - " np.arange(0, max_depth, 1)\n", - "])\n", - "vs_models = vs_interp = np.zeros((vs.shape[0],depth_interp.shape[0]))\n", - "for i in range(vs.shape[0]):\n", - " vs_temp = vs[i,:]\n", - " min_depth_idx = np.argmin(np.abs(depth_interp-depth.min()))\n", - " if depth[min_depth_idx] == depth.min():\n", - " min_depth_idx += 1\n", - " max_depth_idx = np.argmin(np.abs(depth_interp-depth.max()))\n", - " depth_interp_temp = depth_interp[min_depth_idx:max_depth_idx]\n", - " f = interp1d(depth.reshape(-1),vs_temp,kind='nearest')\n", - " vs_temp = f(depth_interp_temp)\n", - " vs_interp[i,min_depth_idx:max_depth_idx] = vs_temp\n", - " vs_interp[i,:min_depth_idx] = vs_interp[i,min_depth_idx]\n", - " vs_interp[i,max_depth_idx:] = vs_interp[i,max_depth_idx-1]\n", - "\n", - "vs_interp.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs[sta_idx,:],depth,c='k')\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "bfa21e2b248b4b08a9b4d557b1081a6c", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/43527 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 3: Find the Moho " - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "b790207ef0ef40a2b8f16966cff15cd2", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/43527 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " moho_depth_idx = moho_idxs[sta_idx]\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].axhline(y = depth_interp[moho_depth_idx],color='r',linestyle='--')\n", - " axs[i,j].scatter(vs_interp_rm_sandwich[sta_idx,moho_depth_idx],depth_interp[moho_depth_idx],c='r',marker='x',s=100)\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 4: Perturbation the Moho depth and velocity" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "(100, 301)" - ] - }, - "execution_count": 31, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Generate perturbed models single\n", - "i = 200\n", - "vs_orig = vs_interp_rm_sandwich[i]\n", - "# Find Moho\n", - "moho_idx = moho_idxs[i]\n", - "plt.figure()\n", - "plt.step(vs_orig,depth_interp,c='k')\n", - "plt.scatter(vs_orig[moho_idx],depth_interp[moho_idx],c='r',marker='x')\n", - "plt.axhline(y=depth_interp[moho_idx],color='r',linestyle='--')\n", - "\n", - "vs_perts = []\n", - "perturb_num = 100\n", - "random_seeds = np.random.randint(0,1000000,perturb_num)\n", - "for i in range(perturb_num):\n", - " # Generate perturbed profile\n", - " vs_pert, controle_node_t, controle_node_vs = augment_crust_moho_mantle(vs_orig, \n", - " depth_interp, \n", - " moho_idx, \n", - " vs_perturb_range=[-0.2,0.2],\n", - " crust_nodes_range=[3,8],\n", - " mantle_nodes_range=[8,12],\n", - " moho_shift_range=5,\n", - " gaussian_smooth_sigma=2,\n", - " return_nodes=True,\n", - " random_seed=random_seeds[i])\n", - " # plot the perturbed profile\n", - " plt.step(vs_pert,depth_interp,c='pink' if i !=0 else 'r',alpha=0.1 if i !=0 else 1, zorder=1 if i !=0 else 2)\n", - " # plt.scatter(controle_node_vs,controle_node_t,c='b',alpha=0.2)\n", - " vs_perts.append(vs_pert)\n", - "vs_perts = np.array(vs_perts)\n", - "plt.gca().invert_yaxis()\n", - "plt.show()\n", - "np.unique(vs_perts,axis=0).shape" - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((43527, 301), (43527,))" - ] - }, - "execution_count": 32, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs_interp_rm_sandwich.shape,moho_idxs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 33, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "69a07bf503f04337b6ab557d29fcd8ec", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/43527 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs_interp_rm_sandwich))\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='k',label='original', linewidth=2)\n", - "\n", - " for k in range(perturb_num):\n", - " axs[i,j].step(aug_vs_list[k,sta_idx,:],depth_interp,c='r',label='perturbed' if k == 0 else None, linewidth=1)\n", - "\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 5: Dispersion Curve Inversion" - ] - }, - { - "cell_type": "code", - "execution_count": 35, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "eabe53b74a194baca1b61de3668c5b5d", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/261162 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vs_interp_rm_sandwich.shape[0])\n", - " \n", - " # velocity profile\n", - " for k in range(perturb_num+1):\n", - " axs[i,j*2].step(vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " linewidth=1 if k == 0 else 0.5,color='k' if k == 0 else 'r')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " for k in range(perturb_num+1):\n", - " axs[i,j*2+1].plot(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,1],\n", - " linewidth=1 if k==0 else 0.5,c='r' if k==0 else \"pink\", zorder=2 if k==0 else 1)\n", - " axs[i,j*2+1].plot(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " linewidth=1 if k==0 else 0.5,c='b' if k==0 else \"lightblue\", zorder=2 if k==0 else 1)\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 38, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((261155, 301, 4), (261155, 300, 3))" - ] - }, - "execution_count": 38, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "phase_mask = np.sum(disp_data[:,:,1] == 0,axis=1)==0\n", - "group_mask = np.sum(disp_data[:,:,2] == 0,axis=1)==0\n", - "mask = phase_mask*group_mask\n", - "\n", - "\n", - "# loc = np.hstack((LON.reshape(-1,1),LAT.reshape(-1,1)))[mask,:]\n", - "vel_models = vel_models[mask,:,:]\n", - "disp_data = disp_data[mask,:,:]\n", - "\n", - "vel_models.shape,disp_data.shape" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "save_base_path = \"../../../Datasets/OpenSWI-deep/1s-100s-Aug\"\n", - "# Save processed data as compressed npz files\n", - "# np.savez_compressed(os.path.join(save_base_path, \"EUCrust_loc.npz\"),\n", - "# data=loc.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"EUCrust_model.npz\"),\n", - " data=vel_models.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"EUCrust_disp.npz\"),\n", - " data=disp_data.astype(np.float32))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/06_CSEM_South_Atlantic.ipynb b/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/06_CSEM_South_Atlantic.ipynb deleted file mode 100644 index c7d398a03a3d938a9fca08613addf7653b3e4cd5..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/06_CSEM_South_Atlantic.ipynb +++ /dev/null @@ -1,968 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## CSEM_South_Atlantic\n", - "Details of the dataset:\n", - "- Name: \tCSEM_South_Atlantic\n", - "- Title: \tSouth Atlanticn part of the Collaborative Seismic Earth Model (version 2019.12.01)\n", - "- Type:\t3-D Tomography Earth Model\n", - "- Sub Type: \tSH velocity, SV velocity\n", - "- Year\t2019\n", - "\n", - "Author(s):\t\n", - "- Andreas Fichtner\n", - " - ETH Zurich\n", - " - Zurich, Switzerland\n", - "- Lorenzo Colli\n", - " - University of Houston\n", - " - Houston, USA\n", - "\n", - "Reference(s):\t\n", - "- Fichtner, A., Bunge, H.-P., Igel, H., 2006. The adjoint method in seismology - I. Theory. Physics of the Earth and Planetary Interiors 157, 86-104.\n", - "- Fichtner, A., van Herwaarden, D.-P., Afanasiev, M., Simute, S., Krischer, L., Cubuk-Sabuncu, Y., Taymaz, T., Colli, L., Saygin, E., Villasenor, A., Trampert, J., Cupillard, P., Bunge, H.-P., Igel, H., 2018. The Collaborative Seismic Earth Model: Generation I. Geophysical Research Letters 45, doi: 10.1029/2018GL077338.\n", - "- Fichtner, A., Trampert, J., Cupillard, P., Saygin, E., Taymaz, T., Capdeville, Y., Villasenor, A., 2013. Multi-scale full waveform inversion. Geophysical Journal International 194, 534-556.\n", - "- Colli, L., Fichtner, A., Bunge, H.-P., 2013. Full waveform tomography of the upper mantle in the South Atlantic region: Imaging a westward fluxing shallow asthenosphere? Tectonophysics 604, 26-40.\n", - "\n", - "DOI:\tdoi:10.17611/DP/18027479\n", - "\n", - "Depth Coverage:\t0.0 - 500.0 km\n", - "\n", - "Areal Coverage:\tLatitude: -60.0 to 20.0 Longitude: -70.0 to 20.0\n", - "\n", - "Model Description:\n", - " - CSEM_South_Atlantic_2019.12.01 is the South Atlantic part of the Collaborative Seismic Earth Model (CSEM, Fichtner et al., 2018). It has been constructed using multi-scale full seismic waveform inversion, combining spectral-element waveform modelling and adjoint techniques, as described in Fichtner et al. (2006,2013). This submodel has been extracted from the variable-parameterisation CSEM onto a regular grid, readable by EMC tools. While having regional contributions from various sub-inversions, the structure in this model is dominated by the full-waveforms inversion described in Colli et al. (2013).\n", - "\n", - "Data Set Description\t\n", - " - Since the datasets included in the CSEM are too heterogeneous for a brief description, please see Fichtner et al. (2018) for details.\n", - "\n", - "Web Page\t\n", - "- [cos.ethz.ch/research/CSEM.html](https://ds.iris.edu/spud/earthmodel/18027479)\n", - "\n", - "EMC Page\t\n", - "- [ds.iris.edu/ds/products/emc-csem_south_atlantic/](http://ds.iris.edu/ds/products/emc-csem_south_atlantic)\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step0: Downloading & Loading the Source Datasets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "KeysView(\n", - "Dimensions: (depth: 51, latitude: 81, longitude: 91)\n", - "Coordinates:\n", - " * depth (depth) float32 0.0 10.0 20.0 30.0 ... 470.0 480.0 490.0 500.0\n", - " * latitude (latitude) float32 -60.0 -59.0 -58.0 -57.0 ... 18.0 19.0 20.0\n", - " * longitude (longitude) float32 -70.0 -69.0 -68.0 -67.0 ... 18.0 19.0 20.0\n", - "Data variables:\n", - " vsv (depth, latitude, longitude) float32 ...\n", - " vsh (depth, latitude, longitude) float32 ...\n", - "Attributes: (12/27)\n", - " title: Collaborative Seismic Earth Model (CSEM) -...\n", - " id: csem_south_atlantic\n", - " reference: Fichtner et al., GRL (2018); Colli et al.,...\n", - " references: https://cos.ethz.ch/research/CSEM.html\n", - " summary: CSEM extraction of the South Atlantic\n", - " keywords: Collaborative Seismic Earth Model, multi-s...\n", - " ... ...\n", - " geospatial_lon_units: degrees\n", - " geospatial_lon_resolution: 1.0\n", - " geospatial_vertical_min: 0.0\n", - " geospatial_vertical_max: 500.0\n", - " geospatial_vertical_units: km\n", - " geospatial_vertical_positive: down)\n" - ] - } - ], - "source": [ - "import xarray as xr\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "data_path = \"../../../Datasets/Original/OpenSWI-deep/csem-south-atlantic-2019.12.01.nc\"\n", - "\n", - "# load the .nc file\n", - "data = xr.open_dataset(data_path)\n", - "\n", - "# print the keys of the dataset\n", - "print(data.keys())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 1: Velocity Profile Extracting\n", - "1. Extracting\n", - "2. De-duplicating" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(81,) (91,) (51,) (51, 81, 91) (51, 81, 91)\n" - ] - } - ], - "source": [ - "latitude = np.array(data['latitude'].values)\n", - "longitude = np.array(data['longitude'].values)\n", - "depth = np.array(data['depth'].values)\n", - "vsv = np.array(data['vsv'].values)\n", - "vsh = np.array(data['vsh'].values)\n", - "\n", - "LON,LAT = np.meshgrid(longitude,latitude)\n", - "\n", - "# print the shape of the dataset\n", - "print(latitude.shape,longitude.shape,depth.shape,vsv.shape,vsh.shape)\n" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# average the vsv and vsh\n", - "vs = np.sqrt(vsv*vsh)\n", - "\n", - "# plot the vs\n", - "fig,axs = plt.subplots(1,3,figsize=(12,4))\n", - "axs[0].pcolormesh(LON,LAT,vsv[4,:,:],cmap='seismic')\n", - "axs[0].set_title('vs')\n", - "axs[0].set_xlabel('longitude')\n", - "axs[0].set_ylabel('latitude')\n", - "axs[1].pcolormesh(LON,LAT,vsh[4,:,:],cmap='seismic')\n", - "axs[1].set_title('vsh')\n", - "axs[1].set_xlabel('longitude')\n", - "axs[1].set_ylabel('latitude')\n", - "axs[2].pcolormesh(LON,LAT,vs[4,:,:],cmap='seismic')\n", - "axs[2].set_title('vs')\n", - "axs[2].set_xlabel('longitude')\n", - "axs[2].set_ylabel('latitude')\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# single station comparsion\n", - "fig,axs = plt.subplots(1,3,figsize=(12,4))\n", - "axs[0].step(vsv[:,0,0],depth)\n", - "axs[0].set_title('vsv')\n", - "axs[0].set_xlabel('vsv')\n", - "axs[0].invert_yaxis()\n", - "axs[1].step(vsh[:,0,0],depth)\n", - "axs[1].set_title('vsh')\n", - "axs[1].set_xlabel('vsh')\n", - "axs[1].invert_yaxis()\n", - "axs[2].step(vs[:,0,0],depth)\n", - "axs[2].set_title('vs')\n", - "axs[2].set_xlabel('vs')\n", - "axs[2].invert_yaxis()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 2: Quality Control & Interpolation" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import sys\n", - "sys.path.append('../../../')\n", - "from SWIDP.process_1d_deep import *\n", - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(51, 81, 91)" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(7371, 51)" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs = vs.reshape(vs.shape[0],-1).T\n", - "vs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(7371, 301)" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# -------------------------------------------------------\n", - "# interp to 1 km thickness\n", - "# -------------------------------------------------------\n", - "from scipy.interpolate import interp1d\n", - "\n", - "max_depth = 300+0.1\n", - "depth_interp = np.concatenate([\n", - " np.arange(0, max_depth, 1)\n", - "])\n", - "vs_models = vs_interp = np.zeros((vs.shape[0],depth_interp.shape[0]))\n", - "for i in range(vs.shape[0]):\n", - " vs_temp = vs[i,:]\n", - " depth_interp_temp = depth_interp[:np.argmin(np.abs(depth_interp-depth.max()))]\n", - " f = interp1d(depth.reshape(-1),vs_temp,kind='nearest')\n", - " vs_temp = f(depth_interp_temp)\n", - " vs_interp[i,:len(vs_temp)] = vs_temp\n", - "vs_interp[:,len(vs_temp):] = vs_interp[:,len(vs_temp)-1].reshape(-1,1)\n", - "vs_interp.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs[sta_idx,:],depth,c='k')\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "6d2a7007f93a440ab3cf3053f4c099ed", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/7371 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 3: Find the Moho " - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "72e66753b4244fedaf6f79124dbbbe5e", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/7371 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " moho_depth_idx = moho_idxs[sta_idx]\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].axhline(y = depth_interp[moho_depth_idx],color='r',linestyle='--')\n", - " axs[i,j].scatter(vs_interp_rm_sandwich[sta_idx,moho_depth_idx],depth_interp[moho_depth_idx],c='r',marker='x',s=100)\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 4: Perturbation the Moho depth and velocity" - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "(100, 301)" - ] - }, - "execution_count": 34, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Generate perturbed models single\n", - "i = 200\n", - "vs_orig = vs_interp_rm_sandwich[i]\n", - "# Find Moho\n", - "moho_idx = moho_idxs[i]\n", - "plt.figure()\n", - "plt.step(vs_orig,depth_interp,c='k')\n", - "plt.scatter(vs_orig[moho_idx],depth_interp[moho_idx],c='r',marker='x')\n", - "plt.axhline(y=depth_interp[moho_idx],color='r',linestyle='--')\n", - "\n", - "vs_perts = []\n", - "perturb_num = 100\n", - "random_seeds = np.random.randint(0,1000000,perturb_num)\n", - "for i in range(perturb_num):\n", - " # Generate perturbed profile\n", - " vs_pert, controle_node_t, controle_node_vs = augment_crust_moho_mantle(vs_orig, \n", - " depth_interp, \n", - " moho_idx, \n", - " vs_perturb_range=[-0.1,0.2],\n", - " crust_nodes_range=[3,8],\n", - " mantle_nodes_range=[8,12],\n", - " moho_shift_range=5,\n", - " gaussian_smooth_sigma=1.5,\n", - " return_nodes=True,\n", - " random_seed=random_seeds[i])\n", - " # plot the perturbed profile\n", - " plt.step(vs_pert,depth_interp,c='pink' if i !=0 else 'r',alpha=0.1 if i !=0 else 1, zorder=1 if i !=0 else 2)\n", - " # plt.scatter(controle_node_vs,controle_node_t,c='b',alpha=0.2)\n", - " vs_perts.append(vs_pert)\n", - "vs_perts = np.array(vs_perts)\n", - "plt.gca().invert_yaxis()\n", - "plt.show()\n", - "np.unique(vs_perts,axis=0).shape" - ] - }, - { - "cell_type": "code", - "execution_count": 35, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((7371, 301), (7371,))" - ] - }, - "execution_count": 35, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs_interp_rm_sandwich.shape,moho_idxs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 36, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "258276fcd1394c8e996ec2da8ef3d94b", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/7371 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs_interp_rm_sandwich))\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='k',label='original', linewidth=2)\n", - "\n", - " for k in range(perturb_num):\n", - " axs[i,j].step(aug_vs_list[k,sta_idx,:],depth_interp,c='r',label='perturbed' if k == 0 else None, linewidth=1)\n", - "\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 5: Dispersion Curve Inversion" - ] - }, - { - "cell_type": "code", - "execution_count": 38, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "a2df7a560f6c4143a646199f4472addb", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/44226 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vs_interp_rm_sandwich.shape[0])\n", - " \n", - " # velocity profile\n", - " for k in range(perturb_num+1):\n", - " axs[i,j*2].step(vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " linewidth=1 if k == 0 else 0.5,color='k' if k == 0 else 'r')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " for k in range(perturb_num+1):\n", - " axs[i,j*2+1].plot(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,1],\n", - " linewidth=1 if k==0 else 0.5,c='r' if k==0 else \"pink\", zorder=2 if k==0 else 1)\n", - " axs[i,j*2+1].plot(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " linewidth=1 if k==0 else 0.5,c='b' if k==0 else \"lightblue\", zorder=2 if k==0 else 1)\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 41, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((44226, 301, 4), (44226, 300, 3))" - ] - }, - "execution_count": 41, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "phase_mask = np.sum(disp_data[:,:,1] == 0,axis=1)==0\n", - "group_mask = np.sum(disp_data[:,:,2] == 0,axis=1)==0\n", - "mask = phase_mask*group_mask\n", - "\n", - "\n", - "# loc = np.hstack((LON.reshape(-1,1),LAT.reshape(-1,1)))[mask,:]\n", - "vel_models = vel_models[mask,:,:]\n", - "disp_data = disp_data[mask,:,:]\n", - "\n", - "vel_models.shape,disp_data.shape" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "save_base_path = \"../../../Datasets/OpenSWI-deep/1s-100s-Aug\"\n", - "# Save processed data as compressed npz files\n", - "# np.savez_compressed(os.path.join(save_base_path, \"CSEM_South_Atlantic_loc.npz\"),\n", - "# data=loc.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_South_Atlantic_model.npz\"),\n", - " data=vel_models.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_South_Atlantic_disp.npz\"),\n", - " data=disp_data.astype(np.float32))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/07_CSEM_North_Atlantic.ipynb b/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/07_CSEM_North_Atlantic.ipynb deleted file mode 100644 index 7748aaac2cea63dd040066156b19361e6f6b4bbf..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/07_CSEM_North_Atlantic.ipynb +++ /dev/null @@ -1,953 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## CSEM_North_Atlantic\n", - "Details of the dataset:\n", - "- Name: \tCSEM_North_Atlantic\n", - "- Title: \tNorth Atlanticn part of the Collaborative Seismic Earth Model (version 2019.12.01)\n", - "- Type:\t3-D Tomography Earth Model\n", - "- Sub Type: \tSH velocity, SV velocity\n", - "- Year\t2019\n", - "\n", - "Author(s):\t\n", - "- Andreas Fichtner\n", - " - ETH Zurich\n", - " - Zurich, Switzerland\n", - "- Florian Rickers\n", - " - Utrecht University\n", - " - Utrecht, The Netherlands\n", - "- Lion Krischer\n", - " - ETH Zurich\n", - " - Zurich, Switzerland\n", - "\n", - "Reference(s):\t\n", - "- Fichtner, A., Trampert, J., Cupillard, P., Saygin, E., Taymaz, T., Capdeville, Y., Villasenor, A., 2013. Multi-scale full waveform inversion. Geophysical Journal International 194, 534-556.\n", - "- Fichtner, A., Bunge, H.-P., Igel, H., 2006. The adjoint method in seismology - I. Theory. Physics of the Earth and Planetary Interiors 157, 86-104.\n", - "- Fichtner, A., van Herwaarden, D.-P., Afanasiev, M., Simute, S., Krischer, L., Cubuk-Sabuncu, Y., Taymaz, T., Colli, L., Saygin, E., Villasenor, A., Trampert, J., Cupillard, P., Bunge, H.-P., Igel, H., 2018. The Collaborative Seismic Earth Model: Generation I. Geophysical Research Letters 45, doi: 10.1029/2018GL077338.\n", - "- Fichtner, A., Trampert, J., Cupillard, P., Saygin, E., Taymaz, T., Capdeville, Y., Villasenor, A., 2013. Multi-scale full waveform inversion. Geophysical Journal International 194, 534-556.\n", - "- Krischer, L., Igel, H., Fichtner, A., 2018. Automated large-scale full seismic waveform inversion for North America and the North Atlantic. Journal of Geophysical Research 123, doi: 10.1029/2017JB015289.\n", - "- Rickers, F., Fichtner, A., Trampert, J., 2013. The Iceland - Jan Mayen plume system and its impact on mantle dynamics in the North Atlantic region: Evidence from full-waveform inversion. Earth and Planetary Science Letters 367, 39-51.\n", - "\n", - "DOI:\tdoi:10.17611/DP/18027471\n", - "\n", - "Depth Coverage:\t0.0 - 500.0 km\n", - "\n", - "Areal Coverage:\tLatitude: 20.0 to 75.0 Longitude: -55.0 to 10.0\n", - "\n", - "Model Description\t\n", - " - CSEM_North_Atlantic (V. 2019.12.01) is the North Atlantic part of the Collaborative Seismic Earth Model (CSEM, Fichtner et al., 2018). It has been constructed using multi-scale full seismic waveform inversion, combining spectral-element waveform modelling and adjoint techniques, as described in Fichtner et al. (2006,2013). This submodel has been extracted from the variable-parameterisation CSEM onto a regular grid, readable by EMC tools. While having regional contributions from various sub-inversions, the structure in this model is dominated by the full-waveforms inversion described in Fichtner et al. (2013), Rickers et al. (2013), and Krischer et al. (2018).\n", - "\n", - "Data Set Description\t\n", - " - Since the datasets included in the CSEM are too heterogeneous for a brief description, please see Fichtner et al. (2018) for details.\n", - "\n", - "Web Page\n", - "- [cos.ethz.ch/research/CSEM.html](https://ds.iris.edu/spud/earthmodel/18027471)\n", - "\n", - "EMC Page\n", - "- [ds.iris.edu/ds/products/emc-csem_north_atlantic/](http://ds.iris.edu/ds/products/emc-csem_north_atlantic)\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step0: Downloading & Loading the Source Datasets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "KeysView(\n", - "Dimensions: (depth: 51, latitude: 111, longitude: 131)\n", - "Coordinates:\n", - " * depth (depth) float32 0.0 10.0 20.0 30.0 ... 470.0 480.0 490.0 500.0\n", - " * latitude (latitude) float32 20.0 20.5 21.0 21.5 ... 73.5 74.0 74.5 75.0\n", - " * longitude (longitude) float32 -55.0 -54.5 -54.0 -53.5 ... 8.5 9.0 9.5 10.0\n", - "Data variables:\n", - " vsv (depth, latitude, longitude) float32 ...\n", - " vsh (depth, latitude, longitude) float32 ...\n", - "Attributes: (12/27)\n", - " title: Collaborative Seismic Earth Model (CSEM) -...\n", - " id: csem_north_atlantic\n", - " reference: Fichtner et al., GRL (2018); Rickers et al...\n", - " references: https://cos.ethz.ch/research/CSEM.html\n", - " summary: CSEM extraction of the Alpine region\n", - " keywords: Collaborative Seismic Earth Model, multi-s...\n", - " ... ...\n", - " geospatial_lon_units: degrees\n", - " geospatial_lon_resolution: 0.5\n", - " geospatial_vertical_min: 0.0\n", - " geospatial_vertical_max: 500.0\n", - " geospatial_vertical_units: km\n", - " geospatial_vertical_positive: down)\n" - ] - } - ], - "source": [ - "import xarray as xr\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "data_path = \"../../../Datasets/Original/OpenSWI-deep/csem-north-atlantic-2019.12.01.nc\"\n", - "\n", - "# load the .nc file\n", - "data = xr.open_dataset(data_path)\n", - "\n", - "# print the keys of the dataset\n", - "print(data.keys())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 1: Velocity Profile Extracting\n", - "1. Extracting\n", - "2. De-duplicating" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(111,) (131,) (51,) (51, 111, 131) (51, 111, 131)\n" - ] - } - ], - "source": [ - "latitude = np.array(data['latitude'].values)\n", - "longitude = np.array(data['longitude'].values)\n", - "depth = np.array(data['depth'].values)\n", - "vsv = np.array(data['vsv'].values)\n", - "vsh = np.array(data['vsh'].values)\n", - "\n", - "LON,LAT = np.meshgrid(longitude,latitude)\n", - "\n", - "\n", - "# print the shape of the dataset\n", - "print(latitude.shape,longitude.shape,depth.shape,vsv.shape,vsh.shape)\n" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# average the vsv and vsh\n", - "vs = np.sqrt(vsv*vsh)\n", - "\n", - "# plot the vs\n", - "fig,axs = plt.subplots(1,3,figsize=(12,4))\n", - "axs[0].pcolormesh(LON,LAT,vsv[4,:,:],cmap='seismic')\n", - "axs[0].set_title('vs')\n", - "axs[0].set_xlabel('longitude')\n", - "axs[0].set_ylabel('latitude')\n", - "axs[1].pcolormesh(LON,LAT,vsh[4,:,:],cmap='seismic')\n", - "axs[1].set_title('vsh')\n", - "axs[1].set_xlabel('longitude')\n", - "axs[1].set_ylabel('latitude')\n", - "axs[2].pcolormesh(LON,LAT,vs[4,:,:],cmap='seismic')\n", - "axs[2].set_title('vs')\n", - "axs[2].set_xlabel('longitude')\n", - "axs[2].set_ylabel('latitude')\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# single station comparsion\n", - "fig,axs = plt.subplots(1,3,figsize=(12,4))\n", - "axs[0].step(vsv[:,0,0],depth)\n", - "axs[0].set_title('vsv')\n", - "axs[0].set_xlabel('vsv')\n", - "axs[0].invert_yaxis()\n", - "axs[1].step(vsh[:,0,0],depth)\n", - "axs[1].set_title('vsh')\n", - "axs[1].set_xlabel('vsh')\n", - "axs[1].invert_yaxis()\n", - "axs[2].step(vs[:,0,0],depth)\n", - "axs[2].set_title('vs')\n", - "axs[2].set_xlabel('vs')\n", - "axs[2].invert_yaxis()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 2: Quality Control & Interpolation" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import sys\n", - "sys.path.append('../../../')\n", - "from SWIDP.process_1d_deep import *\n", - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(14541, 51)" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs = vs.reshape(vs.shape[0],-1).T\n", - "vs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(14541, 301)" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# -------------------------------------------------------\n", - "# interp to 1 km thickness\n", - "# -------------------------------------------------------\n", - "from scipy.interpolate import interp1d\n", - "max_depth = 300+0.1\n", - "depth_interp = np.concatenate([\n", - " np.arange(0, max_depth, 1)\n", - "])\n", - "vs_models = vs_interp = np.zeros((vs.shape[0],depth_interp.shape[0]))\n", - "for i in range(vs.shape[0]):\n", - " vs_temp = vs[i,:]\n", - " depth_interp_temp = depth_interp[:np.argmin(np.abs(depth_interp-depth.max()))]\n", - " f = interp1d(depth.reshape(-1),vs_temp,kind='nearest')\n", - " vs_temp = f(depth_interp_temp)\n", - " vs_interp[i,:len(vs_temp)] = vs_temp\n", - "vs_interp[:,len(vs_temp):] = vs_interp[:,len(vs_temp)-1].reshape(-1,1)\n", - "vs_interp.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs[sta_idx,:],depth,c='k')\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "b233add484b649378c134fa16d0ca395", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/14541 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 3: Find the Moho " - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "bcfad06ec4c1464282d01da977a1147a", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/14541 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " moho_depth_idx = moho_idxs[sta_idx]\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].axhline(y = depth_interp[moho_depth_idx],color='r',linestyle='--')\n", - " axs[i,j].scatter(vs_interp_rm_sandwich[sta_idx,moho_depth_idx],depth_interp[moho_depth_idx],c='r',marker='x',s=100)\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 4: Perturbation the Moho depth and velocity" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "(100, 301)" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Generate perturbed models single\n", - "i = 200\n", - "vs_orig = vs_interp_rm_sandwich[i]\n", - "# Find Moho\n", - "moho_idx = moho_idxs[i]\n", - "plt.figure()\n", - "plt.step(vs_orig,depth_interp,c='k')\n", - "plt.scatter(vs_orig[moho_idx],depth_interp[moho_idx],c='r',marker='x')\n", - "plt.axhline(y=depth_interp[moho_idx],color='r',linestyle='--')\n", - "\n", - "vs_perts = []\n", - "perturb_num = 100\n", - "random_seeds = np.random.randint(0,1000000,perturb_num)\n", - "for i in range(perturb_num):\n", - " # Generate perturbed profile\n", - " vs_pert, controle_node_t, controle_node_vs = augment_crust_moho_mantle(vs_orig, \n", - " depth_interp, \n", - " moho_idx, \n", - " vs_perturb_range=[-0.1,0.2],\n", - " crust_nodes_range=[3,8],\n", - " mantle_nodes_range=[8,12],\n", - " moho_shift_range=5,\n", - " gaussian_smooth_sigma=1.5,\n", - " return_nodes=True,\n", - " random_seed=random_seeds[i])\n", - " # plot the perturbed profile\n", - " plt.step(vs_pert,depth_interp,c='pink' if i !=0 else 'r',alpha=0.1 if i !=0 else 1, zorder=1 if i !=0 else 2)\n", - " # plt.scatter(controle_node_vs,controle_node_t,c='b',alpha=0.2)\n", - " vs_perts.append(vs_pert)\n", - "vs_perts = np.array(vs_perts)\n", - "plt.gca().invert_yaxis()\n", - "plt.show()\n", - "np.unique(vs_perts,axis=0).shape" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((14541, 301), (14541,))" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs_interp_rm_sandwich.shape,moho_idxs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "2c2342ecdb694359898a394ff43b5265", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/14541 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs_interp_rm_sandwich))\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='k',label='original', linewidth=2)\n", - "\n", - " for k in range(perturb_num):\n", - " axs[i,j].step(aug_vs_list[k,sta_idx,:],depth_interp,c='r',label='perturbed' if k == 0 else None, linewidth=1)\n", - "\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 5: Dispersion Curve Inversion" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "1e28910bd41045199d5fa3a7d166dd3d", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/87246 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vs_interp_rm_sandwich.shape[0])\n", - " \n", - " # velocity profile\n", - " for k in range(perturb_num+1):\n", - " axs[i,j*2].step(vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " linewidth=1 if k == 0 else 0.5,color='k' if k == 0 else 'r')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " for k in range(perturb_num+1):\n", - " axs[i,j*2+1].plot(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,1],\n", - " linewidth=1 if k==0 else 0.5,c='r' if k==0 else \"pink\", zorder=2 if k==0 else 1)\n", - " axs[i,j*2+1].plot(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " linewidth=1 if k==0 else 0.5,c='b' if k==0 else \"lightblue\", zorder=2 if k==0 else 1)\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((87246, 301, 4), (87246, 300, 3))" - ] - }, - "execution_count": 20, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "phase_mask = np.sum(disp_data[:,:,1] == 0,axis=1)==0\n", - "group_mask = np.sum(disp_data[:,:,2] == 0,axis=1)==0\n", - "mask = phase_mask*group_mask\n", - "\n", - "\n", - "# loc = np.hstack((LON.reshape(-1,1),LAT.reshape(-1,1)))[mask,:]\n", - "vel_models = vel_models[mask,:,:]\n", - "disp_data = disp_data[mask,:,:]\n", - "\n", - "vel_models.shape,disp_data.shape" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "save_base_path = \"../../../Datasets/OpenSWI-deep/1s-100s-Aug\"\n", - "# Save processed data as compressed npz files\n", - "# np.savez_compressed(os.path.join(save_base_path, \"CSEM_North_Atlantic_loc.npz\"),\n", - "# data=loc.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_North_Atlantic_model.npz\"),\n", - " data=vel_models.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_North_Atlantic_disp.npz\"),\n", - " data=disp_data.astype(np.float32))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/08_CSEM_Japan.ipynb b/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/08_CSEM_Japan.ipynb deleted file mode 100644 index 232678a1eab3bf9a104c8dbfbd349377680c9902..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/08_CSEM_Japan.ipynb +++ /dev/null @@ -1,1016 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## CSEM_Japan\n", - "Details of the dataset:\n", - "- Name: \tCSEM_Japan\n", - "- Title: \tJapanese Islands part of the Collaborative Seismic Earth Model(version 2019.12.01)\n", - "- Type:\t3-D Tomography Earth Model\n", - "- Sub Type: \tSH velocity, SV velocity\n", - "- Year\t2019\n", - " \n", - "Author(s):\t\n", - "- Andreas Fichtner\n", - " - ETH Zurich\n", - " - Zurich, Switzerland\n", - "- Saule Simute\n", - " - ETH Zurich\n", - " - Zurich, Switzerland\n", - "\n", - "Reference(s):\t\n", - "- Fichtner, A., Trampert, J., Cupillard, P., Saygin, E., Taymaz, T., Capdeville, Y., Villasenor, A., 2013. Multi-scale full waveform inversion. Geophysical Journal International 194, 534-556.\n", - "- Fichtner, A., Bunge, H.-P., Igel, H., 2006. The adjoint method in seismology - I. Theory. Physics of the Earth and Planetary Interiors 157, 86-104.\n", - "- Fichtner, A., van Herwaarden, D.-P., Afanasiev, M., Simute, S., Krischer, L., Cubuk-Sabuncu, Y., Taymaz, T., Colli, L., Saygin, E., Villasenor, A., Trampert, J., Cupillard, P., Bunge, H.-P., Igel, H., 2018. The Collaborative Seismic Earth Model: Generation I. Geophysical Research Letters 45, doi:10.1029/2018GL077338.\n", - "- Simute, S., Steptoe, H., Gokhberg, A., Fichtner, A., 2016. Full-waveform inversion of the Japanese islands region. Journal of Geophysical Research 121, 3722-3741.\n", - "\n", - "DOI:\tdoi:10.17611/DP/18027106\n", - "\n", - "Depth Coverage:\t0.0 - 600.0 km\n", - "\n", - "Areal Coverage:\tLatitude: 20.0 to 50.0 Longitude: 120.0 to 150.0\n", - "\n", - "Model Description\t\n", - " - CSEM_Japan (V. 2019.12.01) is the Japanese Islands part of the Collaborative Seismic Earth Model (CSEM, Fichtner et al., 2018). It has been constructed using multi-scale full seismic waveform inversion, combining spectral-element waveform modelling and adjoint techniques, as described in Fichtner et al. (2006,2009). This submodel has been extracted from the variable-parameterisation CSEM onto a regular grid, readable by EMC tools. While having regional contributions from various sub-inversions, the structure in this model is dominated by the full-waveforms inversion described in Simute et al. (2016).\n", - "\n", - "Data Set Description\t\n", - " - Since the datasets included in the CSEM are too heterogeneous for a brief description, please see Fichtner et al. (2018) for details.\n", - "\n", - "Web Page\t\n", - "- [cos.ethz.ch/research/CSEM.html](https://ds.iris.edu/spud/earthmodel/18027106)\n", - "\n", - "EMC Page\t\n", - "- [ds.iris.edu/ds/products/emc-csem_japan/](http://ds.iris.edu/ds/products/emc-csem_japan)\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step0: Downloading & Loading the Source Datasets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "KeysView(\n", - "Dimensions: (depth: 61, latitude: 121, longitude: 121)\n", - "Coordinates:\n", - " * depth (depth) float32 0.0 10.0 20.0 30.0 ... 570.0 580.0 590.0 600.0\n", - " * latitude (latitude) float32 20.0 20.25 20.5 20.75 ... 49.5 49.75 50.0\n", - " * longitude (longitude) float32 120.0 120.2 120.5 120.8 ... 149.5 149.8 150.0\n", - "Data variables:\n", - " vsv (depth, latitude, longitude) float32 ...\n", - " vsh (depth, latitude, longitude) float32 ...\n", - "Attributes: (12/27)\n", - " title: Collaborative Seismic Earth Model (CSEM) -...\n", - " id: csem_japan\n", - " reference: Fichtner et al., GRL (2018); Simute et al....\n", - " references: https://cos.ethz.ch/research/CSEM.html\n", - " summary: CSEM extraction of the Japanese Islands re...\n", - " keywords: Collaborative Seismic Earth Model, multi-s...\n", - " ... ...\n", - " geospatial_lon_units: degrees\n", - " geospatial_lon_resolution: 0.25\n", - " geospatial_vertical_min: 0.0\n", - " geospatial_vertical_max: 600.0\n", - " geospatial_vertical_units: km\n", - " geospatial_vertical_positive: down)\n" - ] - } - ], - "source": [ - "import xarray as xr\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "data_path = \"../../../Datasets/Original/OpenSWI-deep/csem-japan-2019.12.01.nc\"\n", - "\n", - "# load the .nc file\n", - "data = xr.open_dataset(data_path)\n", - "\n", - "# print the keys of the dataset\n", - "print(data.keys())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 1: Velocity Profile Extracting\n", - "1. Extracting\n", - "2. De-duplicating" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(121,) (121,) (61,) (61, 121, 121) (61, 121, 121)\n" - ] - } - ], - "source": [ - "latitude = np.array(data['latitude'].values)\n", - "longitude = np.array(data['longitude'].values)\n", - "depth = np.array(data['depth'].values)\n", - "vsv = np.array(data['vsv'].values)\n", - "vsh = np.array(data['vsh'].values)\n", - "LON,LAT = np.meshgrid(longitude,latitude)\n", - "\n", - "# print the shape of the dataset\n", - "print(latitude.shape,longitude.shape,depth.shape,vsv.shape,vsh.shape)\n" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# average the vsv and vsh\n", - "vs = np.sqrt(vsv*vsh)\n", - "\n", - "# plot the vs\n", - "fig,axs = plt.subplots(1,3,figsize=(12,4))\n", - "axs[0].pcolormesh(LON,LAT,vsv[4,:,:],cmap='seismic')\n", - "axs[0].set_title('vs')\n", - "axs[0].set_xlabel('longitude')\n", - "axs[0].set_ylabel('latitude')\n", - "axs[1].pcolormesh(LON,LAT,vsh[4,:,:],cmap='seismic')\n", - "axs[1].set_title('vsh')\n", - "axs[1].set_xlabel('longitude')\n", - "axs[1].set_ylabel('latitude')\n", - "axs[2].pcolormesh(LON,LAT,vs[4,:,:],cmap='seismic')\n", - "axs[2].set_title('vs')\n", - "axs[2].set_xlabel('longitude')\n", - "axs[2].set_ylabel('latitude')\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# single station comparsion\n", - "fig,axs = plt.subplots(1,3,figsize=(12,4))\n", - "axs[0].step(vsv[:,0,0],depth)\n", - "axs[0].set_title('vsv')\n", - "axs[0].set_xlabel('vsv')\n", - "axs[0].invert_yaxis()\n", - "axs[1].step(vsh[:,0,0],depth)\n", - "axs[1].set_title('vsh')\n", - "axs[1].set_xlabel('vsh')\n", - "axs[1].invert_yaxis()\n", - "axs[2].step(vs[:,0,0],depth)\n", - "axs[2].set_title('vs')\n", - "axs[2].set_xlabel('vs')\n", - "axs[2].invert_yaxis()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 2: Quality Control & Interpolation" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import sys\n", - "sys.path.append('../../../')\n", - "from SWIDP.process_1d_deep import *\n", - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(61, 121, 121)" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(14641, 61)" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs = vs.reshape(vs.shape[0],-1).T\n", - "vs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(14641, 301)" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# -------------------------------------------------------\n", - "# interp to 1 km thickness\n", - "# -------------------------------------------------------\n", - "\n", - "from scipy.interpolate import interp1d\n", - "\n", - "max_depth = 300+0.1\n", - "depth_interp = np.concatenate([\n", - " np.arange(0, max_depth, 1)\n", - "])\n", - "vs_models = vs_interp = np.zeros((vs.shape[0],depth_interp.shape[0]))\n", - "for i in range(vs.shape[0]):\n", - " vs_temp = vs[i,:]\n", - " depth_interp_temp = depth_interp[:np.argmin(np.abs(depth_interp-depth.max()))]\n", - " f = interp1d(depth.reshape(-1),vs_temp,kind='nearest')\n", - " vs_temp = f(depth_interp_temp)\n", - " vs_interp[i,:len(vs_temp)] = vs_temp\n", - "vs_interp[:,len(vs_temp):] = vs_interp[:,len(vs_temp)-1].reshape(-1,1)\n", - "vs_interp.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs[sta_idx,:],depth,c='k')\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "fa5da3ca9a0946619f405a53ed73dc07", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/14641 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 3: Find the Moho " - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "9345f611029b4135a2d6e40c2da8affa", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/14641 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " moho_depth_idx = moho_idxs[sta_idx]\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].axhline(y = depth_interp[moho_depth_idx],color='r',linestyle='--')\n", - " axs[i,j].scatter(vs_interp_rm_sandwich[sta_idx,moho_depth_idx],depth_interp[moho_depth_idx],c='r',marker='x',s=100)\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 4: Perturbation the Moho depth and velocity" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "(100, 301)" - ] - }, - "execution_count": 20, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Generate perturbed models single\n", - "i = 200\n", - "vs_orig = vs_interp_rm_sandwich[i]\n", - "# Find Moho\n", - "moho_idx = moho_idxs[i]\n", - "plt.figure()\n", - "plt.step(vs_orig,depth_interp,c='k')\n", - "plt.scatter(vs_orig[moho_idx],depth_interp[moho_idx],c='r',marker='x')\n", - "plt.axhline(y=depth_interp[moho_idx],color='r',linestyle='--')\n", - "\n", - "vs_perts = []\n", - "perturb_num = 100\n", - "random_seeds = np.random.randint(0,1000000,perturb_num)\n", - "for i in range(perturb_num):\n", - " # Generate perturbed profile\n", - " vs_pert, controle_node_t, controle_node_vs = augment_crust_moho_mantle(vs_orig, \n", - " depth_interp, \n", - " moho_idx, \n", - " vs_perturb_range=[-0.2,0.2],\n", - " crust_nodes_range=[3,8],\n", - " mantle_nodes_range=[8,12],\n", - " moho_shift_range=5,\n", - " gaussian_smooth_sigma=1.5,\n", - " return_nodes=True,\n", - " random_seed=random_seeds[i])\n", - " # plot the perturbed profile\n", - " plt.step(vs_pert,depth_interp,c='pink' if i !=0 else 'r',alpha=0.1 if i !=0 else 1, zorder=1 if i !=0 else 2)\n", - " # plt.scatter(controle_node_vs,controle_node_t,c='b',alpha=0.2)\n", - " vs_perts.append(vs_pert)\n", - "vs_perts = np.array(vs_perts)\n", - "plt.gca().invert_yaxis()\n", - "plt.show()\n", - "np.unique(vs_perts,axis=0).shape" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((14641, 301), (14641,))" - ] - }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs_interp_rm_sandwich.shape,moho_idxs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "6b9b2ac7aa2f43068ff231e5be4a8f98", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/14641 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs_interp_rm_sandwich))\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='k',label='original', linewidth=2)\n", - "\n", - " for k in range(perturb_num):\n", - " axs[i,j].step(aug_vs_list[k,sta_idx,:],depth_interp,c='r',label='perturbed' if k == 0 else None, linewidth=1)\n", - "\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 5: Dispersion Curve Inversion" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "8009628948fe4e5db30fba31dc689e8e", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/87846 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vs_interp_rm_sandwich.shape[0])\n", - " \n", - " # velocity profile\n", - " for k in range(perturb_num+1):\n", - " axs[i,j*2].step(vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " linewidth=1 if k == 0 else 0.5,color='k' if k == 0 else 'r')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " for k in range(perturb_num+1):\n", - " axs[i,j*2+1].plot(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,1],\n", - " linewidth=1 if k==0 else 0.5,c='r' if k==0 else \"pink\", zorder=2 if k==0 else 1)\n", - " axs[i,j*2+1].plot(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " linewidth=1 if k==0 else 0.5,c='b' if k==0 else \"lightblue\", zorder=2 if k==0 else 1)\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((87846, 301, 4), (87846, 300, 3))" - ] - }, - "execution_count": 27, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "phase_mask = np.sum(disp_data[:,:,1] == 0,axis=1)==0\n", - "group_mask = np.sum(disp_data[:,:,2] == 0,axis=1)==0\n", - "mask = phase_mask*group_mask\n", - "\n", - "\n", - "# loc = np.hstack((LON.reshape(-1,1),LAT.reshape(-1,1)))[mask,:]\n", - "vel_models = vel_models[mask,:,:]\n", - "disp_data = disp_data[mask,:,:]\n", - "\n", - "vel_models.shape,disp_data.shape" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "save_base_path = \"../../../Datasets/OpenSWI-deep/1s-100s-Aug\"\n", - "# Save processed data as compressed npz files\n", - "# np.savez_compressed(os.path.join(save_base_path, \"CSEM_Japan_loc.npz\"),\n", - "# data=loc.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_Japan_model.npz\"),\n", - " data=vel_models.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_Japan_disp.npz\"),\n", - " data=disp_data.astype(np.float32))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/09_CSEM_lberia.ipynb b/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/09_CSEM_lberia.ipynb deleted file mode 100644 index f68f408a688ef59c39d84f32c25974129a52289f..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/09_CSEM_lberia.ipynb +++ /dev/null @@ -1,970 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## CSEM_lberia\n", - "Details of the dataset:\n", - "- Name: \tCSEM_Iberia\n", - "- Title: \tIberiaan (Western Mediterranean) part of the Collaborative Seismic Earth Model(version 2019.12.01)\n", - "- Type:\t3-D Tomography Earth Model\n", - "- Sub Type: \tSH velocity, SV velocity\n", - "- Year\t2019\n", - "\n", - "Author(s):\t\n", - "- Andreas Fichtner\n", - " - ETH Zurich\n", - " - Zurich, Switzerland\n", - "- Antonio Villasenor\n", - " - CSIC\n", - " - Barcelona, Spain\n", - "\n", - "Reference(s):\t\n", - "- Fichtner, A., Trampert, J., Cupillard, P., Saygin, E., Taymaz, T., Capdeville, Y., Villasenor, A., 2013. Multi-scale full waveform inversion. Geophysical Journal International 194, 534-556.\n", - "- Fichtner, A., Bunge, H.-P., Igel, H., 2006. The adjoint method in seismology - I. Theory. Physics of the Earth and Planetary Interiors 157, 86-104.\n", - "- Fichtner, A., Trampert, J., Cupillard, P., Saygin, E., Taymaz, T., Capdeville, Y., Villasenor, A., 2013. Multi-scale full waveform inversion. Geophysical Journal International 194, 534-556.\n", - "- Fichtner, A., Villasenor, A., 2015. Crust and upper mantle of the western Mediterranean - Constraints from full-waveform inversion. Earth and Planetary Science Letters 428, 52-62.\n", - "- Fichtner, A., van Herwaarden, D.-P., Afanasiev, M., Simute, S., Krischer, L., Cubuk-Sabuncu, Y., Taymaz, T., Colli, L., Saygin, E., Villasenor, A., Trampert, J., Cupillard, P., Bunge, H.-P., Igel, H., 2018. The Collaborative Seismic Earth Model: Generation I. Geophysical Research Letters 45, doi:10.1029/2018GL077338.\n", - "\n", - "DOI:\tdoi:10.17611/DP/18027098\n", - "\n", - "Depth Coverage:\t0.0 - 400.0 km\n", - "\n", - "Areal Coverage:\tLatitude: 32.0 to 48.2 Longitude: -12.0 to 10.0\n", - "\n", - "Model Description\t\n", - " - CSEM_Iberia (V. 2019.12.01) is the Iberian (Western Mediterranean) part of the Collaborative Seismic Earth Model (CSEM, Fichtner et al., 2018). It has been constructed using multi-scale full seismic waveform inversion, combining spectral-element waveform modelling and adjoint techniques, as described in Fichtner et al. (2006,2009). This submodel has been extracted from the variable-parameterisation CSEM onto a regular grid, readable by EMC tools. While having regional contributions from various sub-inversions, the structure in this model is dominated by the full-waveforms inversion described in Fichtner et al. (2013) and Fichtner & Villasenor (2015).\n", - "\n", - "Data Set Description\t\n", - " - Since the datasets included in the CSEM are too heterogeneous for a brief description, please see Fichtner et al. (2018) for details.\n", - "\n", - "Web Page\t\n", - "- [cos.ethz.ch/research/CSEM.html](https://ds.iris.edu/spud/earthmodel/18027098)\n", - "\n", - "EMC Page\t\n", - "- [ds.iris.edu/ds/products/emc-csem_iberia/](http://ds.iris.edu/ds/products/emc-csem_iberia)\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step0: Downloading & Loading the Source Datasets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "KeysView(\n", - "Dimensions: (depth: 81, latitude: 82, longitude: 111)\n", - "Coordinates:\n", - " * depth (depth) float32 0.0 5.0 10.0 15.0 ... 385.0 390.0 395.0 400.0\n", - " * latitude (latitude) float32 32.0 32.2 32.4 32.6 ... 47.6 47.8 48.0 48.2\n", - " * longitude (longitude) float32 -12.0 -11.8 -11.6 -11.4 ... 9.4 9.6 9.8 10.0\n", - "Data variables:\n", - " vsv (depth, latitude, longitude) float32 ...\n", - " vsh (depth, latitude, longitude) float32 ...\n", - "Attributes: (12/27)\n", - " title: Collaborative Seismic Earth Model (CSEM) -...\n", - " id: csem_iberia\n", - " reference: Fichtner et al., GRL (2018); Fichtner and ...\n", - " references: https://cos.ethz.ch/research/CSEM.html\n", - " summary: CSEM extraction of the Iberian Peninsula a...\n", - " keywords: Collaborative Seismic Earth Model, multi-s...\n", - " ... ...\n", - " geospatial_lon_units: degrees\n", - " geospatial_lon_resolution: 0.2\n", - " geospatial_vertical_min: 0.0\n", - " geospatial_vertical_max: 400.0\n", - " geospatial_vertical_units: km\n", - " geospatial_vertical_positive: down)\n" - ] - } - ], - "source": [ - "import xarray as xr\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "data_path = \"../../../Datasets/Original/OpenSWI-deep/csem-iberia-2019.12.01.nc\"\n", - "\n", - "# load the .nc file\n", - "data = xr.open_dataset(data_path)\n", - "\n", - "# print the keys of the dataset\n", - "print(data.keys())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 1: Velocity Profile Extracting\n", - "1. Extracting\n", - "2. De-duplicating" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(82,) (111,) (81,) (81, 82, 111) (81, 82, 111)\n" - ] - } - ], - "source": [ - "latitude = np.array(data['latitude'].values)\n", - "longitude = np.array(data['longitude'].values)\n", - "depth = np.array(data['depth'].values)\n", - "vsv = np.array(data['vsv'].values)\n", - "vsh = np.array(data['vsh'].values)\n", - "\n", - "LON,LAT = np.meshgrid(longitude,latitude)\n", - "\n", - "\n", - "# print the shape of the dataset\n", - "print(latitude.shape,longitude.shape,depth.shape,vsv.shape,vsh.shape)\n" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# average the vsv and vsh\n", - "vs = np.sqrt(vsv*vsh)\n", - "\n", - "# plot the vs\n", - "fig,axs = plt.subplots(1,3,figsize=(12,4))\n", - "axs[0].pcolormesh(LON,LAT,vsv[4,:,:],cmap='seismic')\n", - "axs[0].set_title('vs')\n", - "axs[0].set_xlabel('longitude')\n", - "axs[0].set_ylabel('latitude')\n", - "axs[1].pcolormesh(LON,LAT,vsh[4,:,:],cmap='seismic')\n", - "axs[1].set_title('vsh')\n", - "axs[1].set_xlabel('longitude')\n", - "axs[1].set_ylabel('latitude')\n", - "axs[2].pcolormesh(LON,LAT,vs[4,:,:],cmap='seismic')\n", - "axs[2].set_title('vs')\n", - "axs[2].set_xlabel('longitude')\n", - "axs[2].set_ylabel('latitude')\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# single station comparsion\n", - "fig,axs = plt.subplots(1,3,figsize=(12,4))\n", - "axs[0].step(vsv[:,0,0],depth)\n", - "axs[0].set_title('vsv')\n", - "axs[0].set_xlabel('vsv')\n", - "axs[0].invert_yaxis()\n", - "axs[1].step(vsh[:,0,0],depth)\n", - "axs[1].set_title('vsh')\n", - "axs[1].set_xlabel('vsh')\n", - "axs[1].invert_yaxis()\n", - "axs[2].step(vs[:,0,0],depth)\n", - "axs[2].set_title('vs')\n", - "axs[2].set_xlabel('vs')\n", - "axs[2].invert_yaxis()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 2: Quality Control & Interpolation" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import sys\n", - "sys.path.append('../../../')\n", - "from SWIDP.process_1d_deep import *\n", - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(81, 82, 111)" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(9102, 81)" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs = vs.reshape(vs.shape[0],-1).T\n", - "vs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(9102, 301)" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# -------------------------------------------------------\n", - "# interp to 1 km thickness\n", - "# -------------------------------------------------------\n", - "\n", - "from scipy.interpolate import interp1d\n", - "max_depth = 300+0.1\n", - "depth_interp = np.concatenate([\n", - " np.arange(0, max_depth, 1)\n", - "])\n", - "vs_models = vs_interp = np.zeros((vs.shape[0],depth_interp.shape[0]))\n", - "for i in range(vs.shape[0]):\n", - " vs_temp = vs[i,:]\n", - " depth_interp_temp = depth_interp[:np.argmin(np.abs(depth_interp-depth.max()))]\n", - " f = interp1d(depth.reshape(-1),vs_temp,kind='nearest')\n", - " vs_temp = f(depth_interp_temp)\n", - " vs_interp[i,:len(vs_temp)] = vs_temp\n", - "vs_interp[:,len(vs_temp):] = vs_interp[:,len(vs_temp)-1].reshape(-1,1)\n", - "vs_interp.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs[sta_idx,:],depth,c='k')\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "44abb0b742c342c2aa05d7bfa18ea5a6", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/9102 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 3: Find the Moho " - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "dcfe35e2be2b403ebebc01b0d168f3c5", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/9102 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " moho_depth_idx = moho_idxs[sta_idx]\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].axhline(y = depth_interp[moho_depth_idx],color='r',linestyle='--')\n", - " axs[i,j].scatter(vs_interp_rm_sandwich[sta_idx,moho_depth_idx],depth_interp[moho_depth_idx],c='r',marker='x',s=100)\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 4: Perturbation the Moho depth and velocity" - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "(100, 301)" - ] - }, - "execution_count": 29, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Generate perturbed models single\n", - "i = 200\n", - "vs_orig = vs_interp_rm_sandwich[i]\n", - "# Find Moho\n", - "moho_idx = moho_idxs[i]\n", - "plt.figure()\n", - "plt.step(vs_orig,depth_interp,c='k')\n", - "plt.scatter(vs_orig[moho_idx],depth_interp[moho_idx],c='r',marker='x')\n", - "plt.axhline(y=depth_interp[moho_idx],color='r',linestyle='--')\n", - "\n", - "vs_perts = []\n", - "perturb_num = 100\n", - "random_seeds = np.random.randint(0,1000000,perturb_num)\n", - "for i in range(perturb_num):\n", - " # Generate perturbed profile\n", - " vs_pert, controle_node_t, controle_node_vs = augment_crust_moho_mantle(vs_orig, \n", - " depth_interp, \n", - " moho_idx, \n", - " vs_perturb_range=[-0.2,0.2],\n", - " crust_nodes_range=[3,8],\n", - " mantle_nodes_range=[10,15],\n", - " moho_shift_range=5,\n", - " gaussian_smooth_sigma=2,\n", - " return_nodes=True,\n", - " random_seed=random_seeds[i])\n", - " # plot the perturbed profile\n", - " plt.step(vs_pert,depth_interp,c='pink' if i !=0 else 'r',alpha=0.1 if i !=0 else 1, zorder=1 if i !=0 else 2)\n", - " # plt.scatter(controle_node_vs,controle_node_t,c='b',alpha=0.2)\n", - " vs_perts.append(vs_pert)\n", - "vs_perts = np.array(vs_perts)\n", - "plt.gca().invert_yaxis()\n", - "plt.show()\n", - "np.unique(vs_perts,axis=0).shape" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((9102, 301), (9102,))" - ] - }, - "execution_count": 30, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs_interp_rm_sandwich.shape,moho_idxs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "66c2b3aaacb84b379e0f1e928004f4ea", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/9102 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs_interp_rm_sandwich))\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='k',label='original', linewidth=2)\n", - "\n", - " for k in range(perturb_num):\n", - " axs[i,j].step(aug_vs_list[k,sta_idx,:],depth_interp,c='r',label='perturbed' if k == 0 else None, linewidth=1)\n", - "\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 5: Dispersion Curve Inversion" - ] - }, - { - "cell_type": "code", - "execution_count": 33, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "7f7ebd644cb44ccebfe430d5c8e18135", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/54612 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vs_interp_rm_sandwich.shape[0])\n", - " \n", - " # velocity profile\n", - " for k in range(perturb_num+1):\n", - " axs[i,j*2].step(vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " linewidth=1 if k == 0 else 0.5,color='k' if k == 0 else 'r')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " for k in range(perturb_num+1):\n", - " axs[i,j*2+1].plot(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,1],\n", - " linewidth=1 if k==0 else 0.5,c='r' if k==0 else \"pink\", zorder=2 if k==0 else 1)\n", - " axs[i,j*2+1].plot(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " linewidth=1 if k==0 else 0.5,c='b' if k==0 else \"lightblue\", zorder=2 if k==0 else 1)\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 36, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((54612, 301, 4), (54612, 300, 3))" - ] - }, - "execution_count": 36, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "phase_mask = np.sum(disp_data[:,:,1] == 0,axis=1)==0\n", - "group_mask = np.sum(disp_data[:,:,2] == 0,axis=1)==0\n", - "mask = phase_mask*group_mask\n", - "\n", - "\n", - "# loc = np.hstack((LON.reshape(-1,1),LAT.reshape(-1,1)))[mask,:]\n", - "vel_models = vel_models[mask,:,:]\n", - "disp_data = disp_data[mask,:,:]\n", - "\n", - "vel_models.shape,disp_data.shape" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "save_base_path = \"../../../Datasets/OpenSWI-deep/1s-100s-Aug\"\n", - "# Save processed data as compressed npz files\n", - "# np.savez_compressed(os.path.join(save_base_path, \"CSEM_lberia_loc.npz\"),\n", - "# data=loc.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_lberia_model.npz\"),\n", - " data=vel_models.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_lberia_disp.npz\"),\n", - " data=disp_data.astype(np.float32))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/10_CSEM_Australasia.ipynb b/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/10_CSEM_Australasia.ipynb deleted file mode 100644 index b624a2ad5d93403938e8936a5090886eb95ce132..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/10_CSEM_Australasia.ipynb +++ /dev/null @@ -1,1022 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## CSEM_Australasia\n", - "Details of the dataset:\n", - "- Name: \tCSEM_Australasia\n", - "- Title: \tAustralasian part of the Collaborative Seismic Earth Model(version 2019.12.01)\n", - "- Type:\t3-D Tomography Earth Model\n", - "- Sub Type: \tSH velocity, SV velocity\n", - "- Year\t2019\n", - "\n", - "Author(s):\t\n", - "- Andreas Fichtner\n", - " - ETH Zurich\n", - " - Zurich, Switzerland\n", - "- Erdinc Saygin\n", - " - CSIRO\n", - " - Perth, Australia\n", - "- Brian L. N. Kennett\n", - " - Australian National University\n", - " - Canberra, Australia\n", - "- Hans-Peter Bunge\n", - " - Ludwig Maximilian University\n", - " - Munich, Germany\n", - "- Heiner Igel\n", - " - Ludwig Maximilian University\n", - " - Munich, Germany\n", - "\n", - "Reference(s):\t\n", - "- Fichtner, A., Bunge, H.-P., Igel, H., 2006. The adjoint method in seismology - I. Theory. Physics of the Earth and Planetary Interiors 157, 86-104.\n", - "- Fichtner, A., Kennett, B. L. N., Igel, H., Bunge, H.-P., 2009. Full seismic waveform tomography for upper-mantle structure in the Australasian region using adjoint methods. Geophysical Journal International 179, 1703-1725.\n", - "- Fichtner, A., Kennett, B. L. N., Igel, H., Bunge, H.-P., 2010. Full waveform tomography for radially anisotropic structure: New insights into present and past states of the Australasian upper mantle. Earth and Planetary Science Letters 290, 270-280.\n", - "- Fichtner, A., van Herwaarden, D.-P., Afanasiev, M., Simute, S., Krischer, L., Cubuk-Sabuncu, Y., Taymaz, T., Colli, L., Saygin, E., Villasenor, A., Trampert, J., Cupillard, P., Bunge, H.-P., Igel, H., 2018. The Collaborative Seismic Earth Model: Generation I. Geophysical Research Letters 45, doi:10.1029/2018GL077338.\n", - "\n", - "DOI:\tdoi:10.17611/DP/18027074\n", - "\n", - "Depth Coverage:\t0.0 - 500.0 km\n", - "\n", - "Areal Coverage:\tLatitude: -50.0 to 0.0 Longitude: 100.0 to 180.0\n", - "\n", - "Model Description\t\n", - " - CSEM_Australasia (V. 2019.12.01) is the Australasian part of the Collaborative Seismic Earth Model (CSEM, Fichtner et al., 2018). It has been constructed using multi-scale full seismic waveform inversion, combining spectral-element waveform modeling and adjoint techniques, as described in Fichtner et al. (2006, 2009). This submodel has been extracted from the variable-parameterisation CSEM onto a regular grid, readable by EMC tools. While having regional contributions from various sub-inversions, the structure in this model is dominated by the Australasian full-waveform inversion described in Fichtner et al. (2010).\n", - "\n", - "Data Set Description\t\n", - " - Since the datasets included in the CSEM are too heterogeneous for a brief description, please see Fichtner et al. (2018) for details.\n", - "\n", - "Web Page\n", - "- [cos.ethz.ch/research/CSEM.html](https://ds.iris.edu/spud/earthmodel/18027074)\n", - "\n", - "EMC Page\n", - "- [ds.iris.edu/ds/products/emc-csem_australasia/](http://ds.iris.edu/ds/products/emc-csem_australasia)\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step0: Downloading & Loading the Source Datasets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "KeysView(\n", - "Dimensions: (depth: 51, latitude: 51, longitude: 81)\n", - "Coordinates:\n", - " * depth (depth) float32 0.0 10.0 20.0 30.0 ... 470.0 480.0 490.0 500.0\n", - " * latitude (latitude) float32 -50.0 -49.0 -48.0 -47.0 ... -3.0 -2.0 -1.0 0.0\n", - " * longitude (longitude) float32 100.0 101.0 102.0 103.0 ... 178.0 179.0 180.0\n", - "Data variables:\n", - " vsv (depth, latitude, longitude) float32 ...\n", - " vsh (depth, latitude, longitude) float32 ...\n", - "Attributes: (12/27)\n", - " title: Collaborative Seismic Earth Model (CSEM) -...\n", - " id: csem_australasia\n", - " reference: Fichtner et al., GRL (2018); Fichtner et a...\n", - " references: https://cos.ethz.ch/research/CSEM.html\n", - " summary: CSEM extraction of Australasia\n", - " keywords: Collaborative Seismic Earth Model, multi-s...\n", - " ... ...\n", - " geospatial_lon_units: degrees\n", - " geospatial_lon_resolution: 1.0\n", - " geospatial_vertical_min: 0.0\n", - " geospatial_vertical_max: 500.0\n", - " geospatial_vertical_units: km\n", - " geospatial_vertical_positive: down)\n" - ] - } - ], - "source": [ - "import xarray as xr\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "data_path = \"../../../Datasets/Original/OpenSWI-deep/csem-australasia-2019.12.01.nc\"\n", - "\n", - "# load the .nc file\n", - "data = xr.open_dataset(data_path)\n", - "\n", - "# print the keys of the dataset\n", - "print(data.keys())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 1: Velocity Profile Extracting\n", - "1. Extracting\n", - "2. De-duplicating" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(51,) (81,) (51,) (51, 51, 81) (51, 51, 81)\n" - ] - } - ], - "source": [ - "latitude = np.array(data['latitude'].values)\n", - "longitude = np.array(data['longitude'].values)\n", - "depth = np.array(data['depth'].values)\n", - "vsv = np.array(data['vsv'].values)\n", - "vsh = np.array(data['vsh'].values)\n", - "\n", - "LON,LAT = np.meshgrid(longitude,latitude)\n", - "\n", - "\n", - "# print the shape of the dataset\n", - "print(latitude.shape,longitude.shape,depth.shape,vsv.shape,vsh.shape)\n" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# average the vsv and vsh\n", - "vs = np.sqrt(vsv*vsh)\n", - "\n", - "# plot the vs\n", - "fig,axs = plt.subplots(1,3,figsize=(12,4))\n", - "axs[0].pcolormesh(LON,LAT,vsv[4,:,:],cmap='seismic')\n", - "axs[0].set_title('vs')\n", - "axs[0].set_xlabel('longitude')\n", - "axs[0].set_ylabel('latitude')\n", - "axs[1].pcolormesh(LON,LAT,vsh[4,:,:],cmap='seismic')\n", - "axs[1].set_title('vsh')\n", - "axs[1].set_xlabel('longitude')\n", - "axs[1].set_ylabel('latitude')\n", - "axs[2].pcolormesh(LON,LAT,vs[4,:,:],cmap='seismic')\n", - "axs[2].set_title('vs')\n", - "axs[2].set_xlabel('longitude')\n", - "axs[2].set_ylabel('latitude')\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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+/dq9e7eGDx+usWPHatGiRXrsscd03nnnafz48fr+97+v0aNHa8aMGZKkiRMn6oYbbtCdd96p1atXq729XQsXLtRtt92m0aNHW7ZjAJBu5COcyjAM3bK6TvWffWX3UuBS5CMAr0l40N61a5euvvrq6L9ramokSfPmzdOaNWv0t3/7tzp27Ji+973v6fDhw7riiiv02muvaeDAgdHv+cUvfqGFCxfq2muvVVZWlioqKvTjH//Ygt0BAPuQj3Cq4+0dMUP2lHHDKPqBpchHAF7jMwzDsHsRiYpEIgoEAgqHw7zXBglraTupkmWbJEl7l5cpPzfh15vgAm7NEbfuF1Lr1FzctbRUIwbnUvTjYW7OETfvG1KL40dIiWWII1rHAQBAeuTnZjNkAwDQTwzaAAAAAABYiEEbnua8N04AgPXIQgDoGzmJRDFow9Nmra6TA2sKAMAyhmFo1uo6u5cBABmLnEQyGLThOYNyslUyqqu8YO+hiI6387mxALzreHuH9h6KSJJKRvlpGweA05CTSAaDNjzH5/OpdkHQ7mUAQMapXRCkCA0A+kBOwiwGbXgS+QgAPZGNANA3chJmMWgDAAAAAGAhBm0AADzKMAy1tNFTAQCA1QbYvQAAAJB+hmHoltV1qv/sK7uXAgCA63BGGwAADzre3hEzZE8ZN4wmXQAALMIZbQAAPG7X0lKNGJxLky4AABbhjDYAAB6Xn5vNkA0AgIUYtAEAAAAAsBCDNgAAAAAAFmLQBgAAAADAQgzaAAAAAABYiEEbAAAAAAALMWgDAAAAAGAhBm14nmHYvQIASD+yDwCA1GHQhufNWl0ngyNOAB5iGIZmra6zexkAALgWgzY8aVBOtkpG+SVJew9FdLy9w+YVAUD6HG/v0N5DEUlSySi/BuVk27wiAADchUEbnuTz+VS7IGj3MgDAdrULgvL5fHYvAwAAV2HQhmdxXAkAZCEAAKnAoA2IUiAA3kLmAYB5ZCaSwaANiEI0AN5BERoAmEdmIlkM2vAsCtEAeBFFaABgHpmJZDFow7MoRAPgdRShAYB5ZCYSwaANTyMrAXgZGQgA5pGZSASDNgAAAAAAFmLQBgDAQ+h9BAAg9Ri0AQDwCNpzAQBIDwZtAAA8gvZcAADSg0EbAAAPoj0XAIDUYdAGAMCDmLEBAEgdBm0AAAAAACzEoA38AU28ANyOnAMAID0YtIE/mLW6TgZHoQBcisZxAADSh0EbnjYoJ1slo/ySpL2HIjre3mHzigAgNWgcBwAgfRi04Wk+n0+1C4J2LwMA0orGcQAAUotBG57HsSYAryH3AABIrQF2LwDIJC1tXZeOD8rJ5mwPANfqzjqJvAMAs8hOJIJBGzjFlMfe6Pq/44ZxaSUA1+rOOom8AwCzyE4kgkvH4XmDcrI1ZdywmNt2ffYVxWgAXCVe1knkHQD0hexEsjijDc/rLkQ73t6hlraOmFcrAcAtTs06SeQdAJhAdiJZCZ3RXrFihf7oj/5IBQUFGjlypGbMmKF9+/bFbHPixAlVV1drxIgRGjJkiCoqKtTU1BSzTWNjo8rLy5Wfn6+RI0dq8eLFOnnyZP/3BkiSz+dTfu4A5efycTdIDvkIJ/g668g7pBcZCScjO5GMhAbtrVu3qrq6Wjt27NDmzZvV3t6u66+/XseOHYtuc++99+qll15SbW2ttm7dqoMHD2rmzJnR+zs6OlReXq62tjZt375dzz33nNasWaNly5ZZt1cAkGbkIwD0jowE4DlGPzQ3NxuSjK1btxqGYRiHDx82cnJyjNra2ug2H330kSHJqKurMwzDMF555RUjKyvLCIVC0W1WrVpl+P1+o7W11dTvDYfDhiQjHA73Z/lAD8da241xD2w0xj2w0fjdkRPGsdZ2o7Oz0+5lIQVSnSPkIzIdeYfepCNHyEg4FdnpbYlkSL/K0MLhsCRp+PDhkqT6+nq1t7ertLQ0us2ECRM0duxY1dXVSZLq6up08cUXq7CwMLpNWVmZIpGIGhoa4v6e1tZWRSKRmC8g1aY89oZKlm3SrNV1MgzD7uXAYchHOAl5h3QjI+EGZCf6kvSg3dnZqUWLFumP//iPddFFF0mSQqGQcnNzNXTo0JhtCwsLFQqFotucGpDd93ffF8+KFSsUCASiX8XFxckuG+gTDeSwAvkIJyDvYBcyEk5GdsKspFvHq6ur9eGHH+rtt9+2cj1xLVmyRDU1NdF/RyIRghIpQQM5rEA+wgnIO9iFjISTkZ0wK6lBe+HChdq4caO2bdumMWPGRG8vKipSW1ubDh8+HPOKZFNTk4qKiqLbvPfeezE/r7tRsnub0+Xl5SkvLy+ZpQIJ626WBJJBPsJJyDukGxkJNyA7YUZCl44bhqGFCxdqw4YNevPNNzV+/PiY+ydPnqycnBxt2bIletu+ffvU2NioYDAoSQoGg9qzZ4+am5uj22zevFl+v18lJSX92RcgZVraOtTSdpL336BX5CPcojvvyDxYiYyE23GsiNMl9FJMdXW11q5dq//4j/9QQUFB9P0wgUBAgwYNUiAQ0Pz581VTU6Phw4fL7/fr7rvvVjAY1LRp0yRJ119/vUpKSjRnzhytXLlSoVBIS5cuVXV1Na84ImN1XxY0Zdww1S4Iyufz2bwiZBryEW5x6mWQZB6sQkbC7ThWxOkSOqO9atUqhcNhfec739GoUaOiX+vWrYtu8+STT2r69OmqqKjQVVddpaKiIv3qV7+K3p+dna2NGzcqOztbwWBQt99+u+bOnavly5dbt1eABSi7QCLIRzhZvLyTyDxYh4yEG3GsiL74DAde3xCJRBQIBBQOh+X3++1eDlzMMIweZRd7l5fxvhwXcGuOuHW/kHrdeSeJzPM4N+eIm/cN9uBY0VsSyRCeAUAfKLsA4BXkHQAkjuxEb5L+HG0AAAAAANATL78ACWpp67q0clBONkUXAFyPzAOAxJCbkBi0gYTRKgnAS8g8AEgMuQmJS8cBU2iVBOAlZB4AJIbcxOk4ow2Y4PP5VLsg2KNVEgDciMwDgMSQmzgdgzZgEq2SALyEzAOAxJCbOBWXjgMAAAAAYCFecgH6gVZJAF5C5gFAYshN72LQBvqBVkkAXkLmAUBiyE3v4tJxIEG0SgLwEjIPABJDbkLijDaQMFolAXgJmQcAiSE3ITFoA0mhVRKAl5B5AJAYchP89QGLUHYBwEvIPABIDLnpLQzagEUouwDgJWQeACSG3PQWytCAfqDsAoCXkHkAkBhy07s4ow30A2UXALyEzAOAxJCb3sWgDfQTZRcAvITMA4DEkJvexKXjAAAAAABYiEEbSIGWtg4ZhmH3MgAgLVraOtTSdpLcAwCTyE334xoGIAWmPPYGjZIAPIMmXQBIDLnpfpzRBixyeqskjZIA3IwmXQBIDLnpLZzRBizS3Sr5xbE2GiUBuB5NugCQGHLTWxi0AQt1tUpm270MAEgLmnQBIDHkpnfwVwZSqKWt61KgQTnZvPcGgCeQewCQGHLTnRi0gRSi6AKA15B7AJAYctOdKEMDLEbRBQCvIfcAIDHkpvtxRhuwGEUXALyG3AOAxJCb7segDaQARRcAvIbcA4DEkJvuxqXjAAAAAABYiJdQgDShURKA15B7AJAYctM9GLSBNKFREoDXkHsAkBhy0z24dBxIIRolAXgNuQcAiSE33Ykz2kAK0SgJwGvIPQBIDLnpTgzaQIrRKAnAa8g9AEgMuek+XDoOAAAAAICFeNkEsAGNkgC8pjv3JLIPAMzgeNHZGLQBG9AoCcBrTn3PIdkHAGfG8aKzcek4kCY0SgLwmni5J5F9ANAbjhfdgzPaQJrQKAnAa07NPUlkHwCcAceL7sGgDaQRjZIAvIbcA4DEkJvuwF8QsBlFFwC8iOwDAPMolHQeBm3AZhRdAPAisg8AzKNQ0nkoQwNsQNEFAC8i+wDAPAolnY0z2oANKLoA4EVkHwCYR6GksyV0RnvVqlWaNGmS/H6//H6/gsGgXn311ej9J06cUHV1tUaMGKEhQ4aooqJCTU1NMT+jsbFR5eXlys/P18iRI7V48WKdPHnSmr0BHKS76CI/N9vupcAC5CNgDtnnTWQkkJyvM5PcdJqEBu0xY8bo8ccfV319vXbt2qVrrrlGN998sxoaGiRJ9957r1566SXV1tZq69atOnjwoGbOnBn9/o6ODpWXl6utrU3bt2/Xc889pzVr1mjZsmXW7hUApBn5CAC9IyMBeI7RT8OGDTOeeeYZ4/Dhw0ZOTo5RW1sbve+jjz4yJBl1dXWGYRjGK6+8YmRlZRmhUCi6zapVqwy/32+0traa/p3hcNiQZITD4f4uH7DdsdZ2Y9wDG41xD2w0fnfkhHGstd041tpudHZ22r00V0tHjpCPQO/IvsyVrhwhI4HExMtNMjO9EsmQpMvQOjo69Pzzz+vYsWMKBoOqr69Xe3u7SktLo9tMmDBBY8eOVV1dnSSprq5OF198sQoLC6PblJWVKRKJRF/RjKe1tVWRSCTmC3CjKY+9oZJlm1SybJNmra6TYRh2LwlJIB+BxJB93kJGAv3XnZtkZuZKeNDes2ePhgwZory8PC1YsEAbNmxQSUmJQqGQcnNzNXTo0JjtCwsLFQqFJEmhUCgmILvv776vNytWrFAgEIh+FRcXJ7psIGPRKOke5CNgHtnnPWQk0D98coOzJNw6fsEFF2j37t0Kh8N64YUXNG/ePG3dujUVa4tasmSJampqov+ORCIEJVyDRkn3IB8B88g+7yEjgf7hkxucJeFBOzc3V9/85jclSZMnT9bOnTv1ox/9SJWVlWpra9Phw4djXpFsampSUVGRJKmoqEjvvfdezM/rbpTs3iaevLw85eXlJbpUwDG6GyXhbOQjkBiyz1vISKD/yE3nSPo92t06OzvV2tqqyZMnKycnR1u2bInet2/fPjU2NioYDEqSgsGg9uzZo+bm5ug2mzdvlt/vV0lJSX+XArhOS1uHWtpO8t4bhyIfgeR0Zx/5525kJGANMjMzJfRyyJIlS3TjjTdq7NixOnLkiNauXau33npLmzZtUiAQ0Pz581VTU6Phw4fL7/fr7rvvVjAY1LRp0yRJ119/vUpKSjRnzhytXLlSoVBIS5cuVXV1Na82AnF0XxI0Zdww1S4Iyufz2bwi9IZ8BKxz6uWQ5J87kJFA6pCZmSmhQbu5uVlz587VoUOHFAgENGnSJG3atEnXXXedJOnJJ59UVlaWKioq1NraqrKyMj311FPR78/OztbGjRt11113KRgMavDgwZo3b56WL19u7V4BDtZddLHrs6+it3UXXXCpUOYiH4H+iZd9EvnnFmQkYC0yM/P5DAdeXxCJRBQIBBQOh+X3++1eDmA5wzB6FF3sXV5GaFrIrTni1v2CN3RnnyTyz0ZuzhE37xu8h8xMv0QyhL8AkIEougDgRWQfAJhHZma2fpehAQAAAACAr/ESCOAQLW1dlwYNysmm4AKAp5B/AGAemZkZGLQBh6CBHIBXkX8AYB6ZmRm4dBzIYN2NkqfqbpMEADcj/wDAPDIz83BGG8hgPp9PtQuCPRrIAcDtyD8AMI/MzDwM2kCGo1ESgFeRfwBgHpmZWbh0HAAAAAAACzFoAw7U0tYhwzDsXgYApB35BwDmkZn2YdAGHGjKY29o1uo6ghOA55B/AGAemWkfBm3AIU5vk6RJEoBXkH8AYB6ZmRkYtAGH6G6T3LW01O6lAEBakX8AYB6ZmRkYtAEH6WqTzLZ7GQCQduQfAJhHZtqPQRtwMAouAHgV+QcA5pGZ6cegDTgYBRcAvIr8AwDzyMz0Y9AGHIaCCwBeRf4BgHlkpr0YtAGHoeACgFeRfwBgHplpLwZtwIEouADgVeQfAJhHZtqHQRsAAAAAAAsxaAMuQK8FAK+iSRcAzCMu04dBG3ABWiQBeBVNugBgHnmZPgzagEMNyslWySi/JGnvoQgtkgA8gyZdADCPY0Z7MGgDDtXdJAkAXkOTLgCYxzGjPRi0AQfz+exeAQDYgyZdADCPY8b0Y9AGXIJCIABeRgYCgDnkZXowaAMuQSEQAC8jAwHAHPIyPRi0AQejEAiAl5GBAGAOeZl+DNqAg1EIBMDLyEAAMIe8TD8GbcDhKAQC4GVkIACYQ16mF4M2AAAAAAAWYtAGXIZeCwBeRgYCgDm0j6cWgzbgMrRIAvAyMhAAzKF9PLUYtAEXGJSTrZJRfknS3kMRWiQBeAoZCADm0D6ePgzagAt0N0kCgBeRgQBgDu3j6cOgDbiEz2f3CgDAPmQgAJhD+3h6MGgDAAAAAGAhBm3AhWiRBOBlZCAAmEdcpgaDNuBCtEgC8DIyEADMIy9Tg0EbcAlaJAF4GRkIAObxaQ2px6ANuAQtkgC8jAwEAPP4tIbUY9AGXIQWSQBeRgYCgHl8WkNqMWgDLsbbbQB4GaVoAGAOeWk9Bm3AxSi3AOBllKIBgDnkpfUYtAGXodwCgJdRigYA5pCXqcWgDbgM5RYAvIxSNAAwh7xMrX4N2o8//rh8Pp8WLVoUve3EiROqrq7WiBEjNGTIEFVUVKipqSnm+xobG1VeXq78/HyNHDlSixcv1smTJ/uzFACnoNzCfuQjYB9K0TIb+QhkDvIydZIetHfu3Kmnn35akyZNirn93nvv1UsvvaTa2lpt3bpVBw8e1MyZM6P3d3R0qLy8XG1tbdq+fbuee+45rVmzRsuWLUt+LwAgg5CPABAf+QjAKwYk801Hjx5VVVWV/uVf/kWPPfZY9PZwOKyf/exnWrt2ra655hpJ0rPPPquJEydqx44dmjZtml5//XXt3btXb7zxhgoLC3XppZfq0Ucf1QMPPKCHH35Yubm51uwZAEldLZKpMCgnWz5OnfdAPgKZJ1U52I08NId8BDIfx43WSWrQrq6uVnl5uUpLS2OCsr6+Xu3t7Sot/fo6/wkTJmjs2LGqq6vTtGnTVFdXp4svvliFhYXRbcrKynTXXXepoaFB3/rWt3r8vtbWVrW2tkb/HYlEklk24ElTHnsjNT933DDVLgh6LjTPhHwEMk+qcjD688lDU9KdjxIZCSSK40brJHzp+PPPP6/3339fK1as6HFfKBRSbm6uhg4dGnN7YWGhQqFQdJtTQ7L7/u774lmxYoUCgUD0q7i4ONFlA55yeotkKtBM2RP5CGSOdORgN/LwzOzIR4mMBMzguDE1EjqjfeDAAd1zzz3avHmzBg4cmKo19bBkyRLV1NRE/x2JRAhKoA/dLZKpCLSWto6Unx1yIvIRyCypzMFu5KE5duWjREYCZnDcmBoJDdr19fVqbm7Wt7/97ehtHR0d2rZtm37yk59o06ZNamtr0+HDh2NelWxqalJRUZEkqaioSO+9917Mz+1uleze5nR5eXnKy8tLZKmA53W1SCb17hAkgXwEMg85mBnsykeJjATMIi+tl9Cl49dee6327Nmj3bt3R7+mTJmiqqqq6H/n5ORoy5Yt0e/Zt2+fGhsbFQx2fa5vMBjUnj171NzcHN1m8+bN8vv9KikpsWi3AKRDS1uHWtpOqqXtpAzDsHs5tiIfAW8jD3tHPgKQYnPSC1mZ0MsWBQUFuuiii2JuGzx4sEaMGBG9ff78+aqpqdHw4cPl9/t19913KxgMatq0aZKk66+/XiUlJZozZ45WrlypUCikpUuXqrq6mlccAYc59VIgL5ZcnIp8BLyNPOwd+QhA6lm05vasTPpztHvz5JNPavr06aqoqNBVV12loqIi/epXv4ren52drY0bNyo7O1vBYFC333675s6dq+XLl1u9FAAp0FthhhdLLhJFPgLuQh5ah3wE3KmvojW3Z6XPcOA5+0gkokAgoHA4LL/fb/dyAM8xDCMajKeWXOxdXuaY9/e4NUfcul9ApnJDHp7OzTni5n0DMtWpOSk5OysTyRDn7BWAjEFhBgB0IQ8BoG9ezUnLLx0HAAAAAMDLvPfSAoCUaWn7+rKgQTnZri23AIAzOTUPJTIRAOJx87EjgzYAy9C6CwBdvNauCwDJcPOxI5eOA+gXWncBoIuX23UBwCyvHDtyRhtAv/h8PtUuCMZt3QUALzk9DyUyEQBO55VjRwZtAP3m1TZJADgdeQgAZ+aFrOTScQAAAAAALOTulxEA2MrNTZIAkCgyEQD65qacZNAGkDJubpIEgESRiQDQNzflJJeOA7CUV5okAcAMMhEA+ubWnOSMNgBLeaVJEgDMIBMBoG9uzUkGbQCW80KTJACYRSYCQN/cmJPu2hsAGa274MLp5RYAYAU3lf4AQCo4OScZtAGkTfdlQE4vtwAAK7ip9AcAUsHJOUkZGoCUildw4fRyCwBIlltLfwDAKm7JSc5oA0ipUwsu3FJuAQDJcmvpDwBYxS05yaANIOXcWHABAMkiEwGgb27ISS4dBwAAAADAQs5+mQCAYzm5RRIAUoFcBIC+OekTbBi0AdjCyS2SAJAK5CIA9M1Jn2DDpeMA0sYtLZIAYBVyEQD65tRPsOGMNoC0cUuLJABYhVwEgL459RNsGLQBpJUbWiQBwErkIgD0zYk56azVAnAtJ5VbAEA6UI4GAL3L9Ixk0AaQEZxUbgEA6UA5GgD0LtMzkjI0ALZxarkFAKQK5WgA0DsnZSRntAHYxqnlFgCQKpSjAUDvnJSRDNoAbOXEcgsASCVyEQB655SM5NJxAAAAAAAslPkvBQDwnExvkQQAO5CNANC7TMtIBm0AGSfTWyQBwA5kIwD0LtMykkvHAWQEJ7VIAkC6kI0A0LtMzkjOaAPICE5qkQSAdCEbAaB3mZyRDNoAMoZTWiQBIJ3IRgDoXaZmJJeOAwAAAABgocwb/QHgNN0tkpnQIAkAmYJsBIDe2Z2RDNoAMl73e20yoUESADIF2QgAvbM7I7l0HEBGitcimQkNkgBgJ7IRAHqXSRnJGW0AGenUFslMapAEADuRjQDQu0zKSAZtABkrU1skAcBOZCMA9C5TMtL+FQBAArqLLSQKgACgG9kIAL2zIyMZtAE4yqmXAFEABABdyEYA6J0dGUkZGoCMF6/YQqIACIC3kY0A0Du7M5Iz2gAy3qnFFpJsL7cAgExANgJA7+zOyITOaD/88MPy+XwxXxMmTIjef+LECVVXV2vEiBEaMmSIKioq1NTUFPMzGhsbVV5ervz8fI0cOVKLFy/WyZMnrdkbAK7VXWzR9ZVt93J6IB8B2CHTs7EbGQnADnZmZMJntC+88EK98cbXrwQMGPD1j7j33nv18ssvq7a2VoFAQAsXLtTMmTP1zjvvSJI6OjpUXl6uoqIibd++XYcOHdLcuXOVk5Ojv//7v7dgdwDAPuQjAPSOjATgJQkP2gMGDFBRUVGP28PhsH72s59p7dq1uuaaayRJzz77rCZOnKgdO3Zo2rRpev3117V371698cYbKiws1KWXXqpHH31UDzzwgB5++GHl5ub2f48AeEomNe2SjwAyxanZKNmfjxIZCSBzpCMjEy5D+/jjjzV69Gidc845qqqqUmNjoySpvr5e7e3tKi0tjW47YcIEjR07VnV1dZKkuro6XXzxxSosLIxuU1ZWpkgkooaGhl5/Z2trqyKRSMwXAEhdLZIlyzapZNkm28t/yEcAmeLUbMyEfJTISACZIx0ZmdCgPXXqVK1Zs0avvfaaVq1apf379+vKK6/UkSNHFAqFlJubq6FDh8Z8T2FhoUKhkCQpFArFBGT3/d339WbFihUKBALRr+Li4kSWDcBlemuRtBP5CMBumZiN3chIAHZLd0YmdOn4jTfeGP3vSZMmaerUqRo3bpzWr1+vQYMGWb64bkuWLFFNTU3035FIhKAEPOz0Fslug3LsKwIiHwHYrbdslOzNR4mMBGC/dGdkvz5He+jQoTr//PP1ySefqKioSG1tbTp8+HDMNk1NTdH34xQVFfVokOz+d7z37HTLy8uT3++P+QLgbbEtkl1fdr//8FTkIwA7xMvGTMtHiYwEYI90ZmS/Bu2jR4/q008/1ahRozR58mTl5ORoy5Yt0fv37dunxsZGBYNBSVIwGNSePXvU3Nwc3Wbz5s3y+/0qKSnpz1IAIKOQjwDQOzISgNsldOn4/fffr5tuuknjxo3TwYMH9dBDDyk7O1uzZ89WIBDQ/PnzVVNTo+HDh8vv9+vuu+9WMBjUtGnTJEnXX3+9SkpKNGfOHK1cuVKhUEhLly5VdXW18vLyUrKDAJAO5CMA9I6MBOA1CQ3an3/+uWbPnq0vvvhCZ599tq644grt2LFDZ599tiTpySefVFZWlioqKtTa2qqysjI99dRT0e/Pzs7Wxo0bdddddykYDGrw4MGaN2+eli9fbu1eAUCakY8A0DsyEoDX+AzDMOxeRKIikYgCgYDC4TDvtQGQFLfmiFv3C0D6uDlH3LxvAFIvkQzp13u0AQAAAABALAZtAAAAAAAsxKANAAAAAICFGLQBAAAAALAQgzYAAAAAABZi0AYAAAAAwEIJfY52puj+RLJIJGLzSgA4VXd+OPATDvtEPgLoL7fmo0RGAuifRPLRkYP2kSNHJEnFxcU2rwSA0x05ckSBQMDuZViGfARgFbflo0RGArCGmXz0GQ58ubKzs1MHDx5UQUGBfD6f3cuR1PXqRnFxsQ4cOHDGDy93Mx6HLjwOXTL5cTAMQ0eOHNHo0aOVleWed9GYzcdM/ttkEh4nc3iczHHK4+TWfJRSfwzplL9xuvG49MRjEl+mPy6J5KMjz2hnZWVpzJgxdi8jLr/fn5FPinTjcejC49AlUx8Ht52pkRLPx0z922QaHidzeJzMccLj5MZ8lNJ3DOmEv7EdeFx64jGJL5MfF7P56K6XKQEAAAAAsBmDNgAAAAAAFmLQtkheXp4eeugh5eXl2b0UW/E4dOFx6MLjkLn425jD42QOj5M5PE7ux984Ph6XnnhM4nPT4+LIMjQAAAAAADIVZ7QBAAAAALAQgzYAAAAAABZi0AYAAAAAwEIM2gAAAAAAWIhB24RVq1Zp0qRJ0Q9ODwaDevXVV3vdfs2aNfL5fDFfAwcOTOOK0+Pxxx+Xz+fTokWL+tyutrZWEyZM0MCBA3XxxRfrlVdeSc8C08TM4+DG58TDDz/cY58mTJjQ5/e4/bmQKcis5JBp5ng1886ETHQ/svXMyNH4yM0uXstJBm0TxowZo8cff1z19fXatWuXrrnmGt18881qaGjo9Xv8fr8OHToU/frss8/SuOLU27lzp55++mlNmjSpz+22b9+u2bNna/78+frggw80Y8YMzZgxQx9++GGaVppaZh8HyZ3PiQsvvDBmn95+++1et3X7cyGTkFmJI9PM8XrmnQmZ6G5ka9/I0fjIzVieykkDSRk2bJjxzDPPxL3v2WefNQKBQHoXlEZHjhwxzjvvPGPz5s3Gn/zJnxj33HNPr9veeuutRnl5ecxtU6dONf76r/86xatMvUQeBzc+Jx566CHjkksuMb29m58LTuDlzDoTMs0cr2femZCJ3kS2diFH4yM3Y3ktJzmjnaCOjg49//zzOnbsmILBYK/bHT16VOPGjVNxcfEZX+10murqapWXl6u0tPSM29bV1fXYrqysTHV1dalaXtok8jhI7nxOfPzxxxo9erTOOeccVVVVqbGxsddt3fxcyGRk1pmRaeaQeWdGJnoH2RqLHI2P3OzJSzk5wO4FOMWePXsUDAZ14sQJDRkyRBs2bFBJSUncbS+44AL9/Oc/16RJkxQOh/XEE0/o8ssvV0NDg8aMGZPmlVvr+eef1/vvv6+dO3ea2j4UCqmwsDDmtsLCQoVCoVQsL20SfRzc+JyYOnWq1qxZowsuuECHDh3SI488oiuvvFIffvihCgoKemzv1udCpiKzzCHTzCHzzoxM9AaytSdyND5ysyev5SSDtkkXXHCBdu/erXA4rBdeeEHz5s3T1q1b44ZrMBiMeXXz8ssv18SJE/X000/r0UcfTeeyLXXgwAHdc8892rx5s+vKGRKRzOPgxufEjTfeGP3vSZMmaerUqRo3bpzWr1+v+fPn27gySGSWGWSaOWSeOWSiN5CtscjR+MjN+LyWkwzaJuXm5uqb3/ymJGny5MnauXOnfvSjH+npp58+4/fm5OToW9/6lj755JNULzOl6uvr1dzcrG9/+9vR2zo6OrRt2zb95Cc/UWtrq7Kzs2O+p6ioSE1NTTG3NTU1qaioKC1rToVkHofTueU5caqhQ4fq/PPP73Wf3PhcyGRk1pmRaeaQeckhE92JbI1FjsZHbprj9pzkPdpJ6uzsVGtrq6ltOzo6tGfPHo0aNSrFq0qta6+9Vnv27NHu3bujX1OmTFFVVZV2794dNzCCwaC2bNkSc9vmzZv7fD9TpkvmcTidW54Tpzp69Kg+/fTTXvfJjc8FJ/FiZp0JmWYOmZccMtEbvJ6t5Gh85KY5rs9Ju9vYnODBBx80tm7dauzfv9/4n//5H+PBBx80fD6f8frrrxuGYRhz5swxHnzwwej2jzzyiLFp0ybj008/Nerr643bbrvNGDhwoNHQ0GDXLqTM6Q2Kpz8W77zzjjFgwADjiSeeMD766CPjoYceMnJycow9e/bYsNrUOdPj4MbnxH333We89dZbxv79+4133nnHKC0tNc466yyjubnZMAzvPhcyAZmVPDLNHC9m3pmQie5HtppDjsZHbnovJ7l03ITm5mbNnTtXhw4dUiAQ0KRJk7Rp0yZdd911kqTGxkZlZX19ccBXX32lO++8U6FQSMOGDdPkyZO1ffv2Xssy3OT0x+Lyyy/X2rVrtXTpUv3d3/2dzjvvPL344ou66KKLbFxl6nnhOfH5559r9uzZ+uKLL3T22Wfriiuu0I4dO3T22WdL4rlgJzLLOjyPzeE5RSZ6AdmaHJ778Xnx+eK1nPQZhmHYvQgAAAAAANyC92gDAAAAAGAhBm0AAAAAACzEoA0AAAAAgIUYtAEAAAAAsBCDNgAAAAAAFmLQBgAAAADAQgzaAAAAAABYiEEbAAAAAAALMWgDAOBha9as0dChQ+1eBgAArsKgDQAAAACAhRi0AQAAAACwEIM2HOOf//mfNXr0aHV2dsbcfvPNN+sv//Iv9etf/1pXX321CgoK5Pf7NXnyZO3atUuRSESDBg3Sq6++GvN9GzZsUEFBgVpaWtK5GwBguWTz8VSbNm3SxIkTNWTIEN1www06dOhQOncBANLGiswEzoRBG44xa9YsffHFF/qv//qv6G1ffvmlXnvtNVVVVamqqkpjxozRzp07VV9frwcffFA5OTny+/2aPn261q5dG/PzfvGLX2jGjBnKz89P964AgKWSzcduLS0teuKJJ/Rv//Zv2rZtmxobG3X//ffbsSsAkHL9zUzAjAF2LwAwa9iwYbrxxhu1du1aXXvttZKkF154QWeddZauvvpqNTY2avHixZowYYIk6bzzzot+b1VVlebMmaOWlhbl5+crEono5Zdf1oYNG2zZFwCwUn/yUZLa29u1evVqnXvuuZKkhQsXavny5endCQBIk/5mJmAGZ7ThKFVVVfrlL3+p1tZWSV1npW+77TZlZWWppqZGf/VXf6XS0lI9/vjj+vTTT6Pf993vflc5OTn6z//8T0nSL3/5S/n9fpWWltqyHwBgtWTzUZLy8/OjQ7YkjRo1Ss3NzWldPwCkU38yEzCDQRuOctNNN8kwDL388ss6cOCA/vu//1tVVVWSpIcfflgNDQ0qLy/Xm2++qZKSkugZ69zcXN1yyy3Ry8fXrl2ryspKDRjARR0A3CHZfJTU45JIn88nwzDSun4ASKf+ZCZghs/g/5PCYe644w5FIhFNnTpVzz77rD766KO4282ePVvHjh2LnsXeunWrrrvuOn3wwQeaNGmStm/frqlTp6Zz6QCQUsnk45o1a7Ro0SIdPnw4ev+LL76oP/uzP2PYBuBqyR5TAmZwOg+OU1VVpenTp6uhoUG33367JOn48eNavHixbrnlFo0fP16ff/65du7cqYqKiuj3XXXVVSoqKlJVVZXGjx/PkA3AdZLNRwDwIjITqcSgDce55pprNHz4cO3bt09//ud/LknKzs7WF198oblz56qpqUlnnXWWZs6cqUceeST6fT6fT7Nnz9bKlSu1bNkyu5YPACmTbD4CgBeRmUglLh0HAAAAAMBClKEBAAAAAGAhBm0AAAAAACzEoA0AAAAAgIUYtAEAAAAAsBCDNgAAAAAAFmLQBgAAAADAQgzaAAAAAABYiEEbAAAAAAALMWgDAAAAAGAhBm0AAAAAACzEoA0AAAAAgIX+H7aWU8Yag6bWAAAAAElFTkSuQmCC", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# single station comparsion\n", - "fig,axs = plt.subplots(1,3,figsize=(12,4))\n", - "axs[0].step(vsv[:,0,0],depth)\n", - "axs[0].set_title('vsv')\n", - "axs[0].set_xlabel('vsv')\n", - "axs[0].invert_yaxis()\n", - "axs[1].step(vsh[:,0,0],depth)\n", - "axs[1].set_title('vsh')\n", - "axs[1].set_xlabel('vsh')\n", - "axs[1].invert_yaxis()\n", - "axs[2].step(vs[:,0,0],depth)\n", - "axs[2].set_title('vs')\n", - "axs[2].set_xlabel('vs')\n", - "axs[2].invert_yaxis()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 2: Quality Control & Interpolation" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import sys\n", - "sys.path.append('../../../')\n", - "from SWIDP.process_1d_deep import *\n", - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(51, 51, 81)" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(4131, 51)" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs = vs.reshape(vs.shape[0],-1).T\n", - "vs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(4131, 301)" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# -------------------------------------------------------\n", - "# interp to 1 km thickness\n", - "# -------------------------------------------------------\n", - "\n", - "from scipy.interpolate import interp1d\n", - "\n", - "max_depth = 300+0.1\n", - "depth_interp = np.concatenate([\n", - " np.arange(0, max_depth, 1)\n", - "])\n", - "vs_models = vs_interp = np.zeros((vs.shape[0],depth_interp.shape[0]))\n", - "for i in range(vs.shape[0]):\n", - " vs_temp = vs[i,:]\n", - " depth_interp_temp = depth_interp[:np.argmin(np.abs(depth_interp-depth.max()))]\n", - " f = interp1d(depth.reshape(-1),vs_temp,kind='linear')\n", - " vs_temp = f(depth_interp_temp)\n", - " vs_interp[i,:len(vs_temp)] = vs_temp\n", - "vs_interp[:,len(vs_temp):] = vs_interp[:,len(vs_temp)-1].reshape(-1,1)\n", - "vs_interp.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs[sta_idx,:],depth,c='k')\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "51f1a5de8c0b4b6f93ece8cd4ec4f442", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/4131 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 3: Find the Moho " - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "b5b9600cc5b346c2827ae5a35520a855", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/4131 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " moho_depth_idx = moho_idxs[sta_idx]\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].axhline(y = depth_interp[moho_depth_idx],color='r',linestyle='--')\n", - " axs[i,j].scatter(vs_interp_rm_sandwich[sta_idx,moho_depth_idx],depth_interp[moho_depth_idx],c='r',marker='x',s=100)\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 4: Perturbation the Moho depth and velocity" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "(100, 301)" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Generate perturbed models single\n", - "i = 200\n", - "vs_orig = vs_interp_rm_sandwich[i]\n", - "# Find Moho\n", - "moho_idx = moho_idxs[i]\n", - "plt.figure()\n", - "plt.step(vs_orig,depth_interp,c='k')\n", - "plt.scatter(vs_orig[moho_idx],depth_interp[moho_idx],c='r',marker='x')\n", - "plt.axhline(y=depth_interp[moho_idx],color='r',linestyle='--')\n", - "\n", - "vs_perts = []\n", - "perturb_num = 100\n", - "random_seeds = np.random.randint(0,1000000,perturb_num)\n", - "for i in range(perturb_num):\n", - " # Generate perturbed profile\n", - " vs_pert, controle_node_t, controle_node_vs = augment_crust_moho_mantle(vs_orig, \n", - " depth_interp, \n", - " moho_idx, \n", - " vs_perturb_range=[-0.2,0.2],\n", - " crust_nodes_range=[3,8],\n", - " mantle_nodes_range=[10,15],\n", - " moho_shift_range=5,\n", - " gaussian_smooth_sigma=2,\n", - " return_nodes=True,\n", - " random_seed=random_seeds[i])\n", - " # plot the perturbed profile\n", - " plt.step(vs_pert,depth_interp,c='pink' if i !=0 else 'r',alpha=0.1 if i !=0 else 1, zorder=1 if i !=0 else 2)\n", - " # plt.scatter(controle_node_vs,controle_node_t,c='b',alpha=0.2)\n", - " vs_perts.append(vs_pert)\n", - "vs_perts = np.array(vs_perts)\n", - "plt.gca().invert_yaxis()\n", - "plt.show()\n", - "np.unique(vs_perts,axis=0).shape" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((4131, 301), (4131,))" - ] - }, - "execution_count": 20, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs_interp_rm_sandwich.shape,moho_idxs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "931ad83eccfd4cca8e9c63eb582ecda2", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/4131 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='k',label='original', linewidth=2)\n", - "\n", - " for k in range(perturb_num):\n", - " axs[i,j].step(aug_vs_list[k,sta_idx,:],depth_interp,c='r',label='perturbed' if k == 0 else None, linewidth=0.5)\n", - "\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 5: Dispersion Curve Inversion" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "6ee7bd229efc406aa5c658b2aae36fc0", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/24786 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vs_interp_rm_sandwich.shape[0])\n", - " \n", - " # velocity profile\n", - " for k in range(perturb_num+1):\n", - " axs[i,j*2].step(vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " linewidth=1 if k == 0 else 0.5,color='k' if k == 0 else 'r')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " for k in range(perturb_num+1):\n", - " axs[i,j*2+1].plot(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,1],\n", - " linewidth=1 if k==0 else 0.5,c='r' if k==0 else \"pink\", zorder=2 if k==0 else 1)\n", - " axs[i,j*2+1].plot(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " linewidth=1 if k==0 else 0.5,c='b' if k==0 else \"lightblue\", zorder=2 if k==0 else 1)\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig,axs = plt.subplots(1,2,figsize=(8,4))\n", - "\n", - "sta_idx = np.random.randint(0,vs_interp_rm_sandwich.shape[0])\n", - " \n", - "# velocity profile\n", - "for k in range(perturb_num+1):\n", - " axs[0].step(vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " linewidth=0.2,color='k' if k == 0 else 'silver')\n", - "axs[0].set_xticks([])\n", - "axs[0].set_yticks([])\n", - "axs[0].invert_yaxis()\n", - "\n", - "# dispersion curve\n", - "for k in range(perturb_num+1):\n", - " axs[1].scatter(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,1],\n", - " s=1,c='r' if k==0 else \"pink\", zorder=2 if k==0 else 1)\n", - " axs[1].scatter(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " s=1,c='b' if k==0 else \"lightblue\", zorder=2 if k==0 else 1)\n", - "axs[1].set_xticks([])\n", - "axs[1].set_yticks([])\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((24786, 301, 4), (24786, 300, 3))" - ] - }, - "execution_count": 27, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "phase_mask = np.sum(disp_data[:,:,1] == 0,axis=1)==0\n", - "group_mask = np.sum(disp_data[:,:,2] == 0,axis=1)==0\n", - "mask = phase_mask*group_mask\n", - "\n", - "\n", - "# loc = np.hstack((LON.reshape(-1,1),LAT.reshape(-1,1)))[mask,:]\n", - "vel_models = vel_models[mask,:,:]\n", - "disp_data = disp_data[mask,:,:]\n", - "\n", - "vel_models.shape,disp_data.shape" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "save_base_path = \"../../../Datasets/OpenSWI-deep/1s-100s-Aug\"\n", - "# Save processed data as compressed npz files\n", - "# np.savez_compressed(os.path.join(save_base_path, \"CSEM_Australasia_loc.npz\"),\n", - "# data=loc.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_Australasia_model.npz\"),\n", - " data=vel_models.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_Australasia_disp.npz\"),\n", - " data=disp_data.astype(np.float32))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/11_USTCLitho1.ipynb b/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/11_USTCLitho1.ipynb deleted file mode 100644 index 96e82575270336aab384b742150c934e9a5dbee3..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/11_USTCLitho1.ipynb +++ /dev/null @@ -1,865 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# USTC LITHO1.0\n", - "Description:\n", - "- To determine high‐resolution vp and vs models of the lithosphere of continental China, we assembled numerous high‐quality arrival‐time data from 11,953 earthquakes recorded by the China Digital Seismic Network. Double‐difference (DD) seismic tomography is applied to simultaneously determine earthquake locations and vp and vs models. Two inversion grids with grid intervals of 1° and 0.5° are sequentially used. The inverted velocity models with the coarser grid are used as the initial models for the finer grid. For the inversion with the coarser grid, the 3D vs model from ambient noise tomography and the converted vp model based on an empirical relationship between vp and vs are used as the initial models. The checkerboard resolution test shows that with the current data configuration both vp and vs models down to 150 km have a spatial resolution of 1° in the horizontal direction in most of continental China and up to 0.5° in eastern China. The inverted velocity models are further validated by arrival times from active sources and surface‐wave data. The vp model is also consistent with that along the deep seismic sounding (DSS) profile. High‐resolution vp and vs models of crust and upper mantle down to 150 km provide important constraints on tectonics beneath continental China. We name the inverted velocity models as USTClitho1.0 (Unified Seismic Tomography models for continental China lithosphere) for easy reference. Overall, our tomographic images in the shallow crust correlate well with surface geology. In the deeper part, our velocity models show some well‐known features, such as a low‐velocity layer in the middle crust beneath the Tibetan plateau (TP) and a thin lithosphere beneath the North China craton.\n", - "\n", - "Reference:\n", - "- Xin, H., Zhang, H., Kang, M., He, R., Gao, L., & Gao, J. (2019). High‐resolution lithospheric velocity structure of continental china by double‐difference seismic travel‐time tomography. Seismological Research Letters, 90(1), 229–241. https://doi.org/10.1785/0220180209\n", - "\n", - "Source:\n", - "- http://chinageorefmodel.org/wp-content/uploads/china-models-individual/USTClitho1.0.zip" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 1: Velocity Profile Extracting\n", - "1. Extracting\n", - "2. De-duplicating" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "(9125, 12)" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import os\n", - "\n", - "data_path = \"../../../Datasets/Original/OpenSWI-deep/USTClitho1.0/data/vs\"\n", - "data_file_list = sorted(os.listdir(data_path), key=lambda x: int(x.split(\".\")[0].replace(\"Z_vs\", \"\")))\n", - "\n", - "depth = []\n", - "datas = []\n", - "for data_file in data_file_list:\n", - " depth.append(int(data_file.split(\".\")[0].replace(\"Z_vs\", \"\")))\n", - " data_file_path = os.path.join(data_path, data_file)\n", - " data = np.loadtxt(data_file_path)\n", - " datas.append(data)\n", - "\n", - "depth = np.array(depth)\n", - "datas = np.array(datas)\n", - "\n", - "lons = datas[0,:,0]\n", - "lats = datas[0,:,1]\n", - "vs = datas[:,:,2].T\n", - "locs = np.vstack((lons, lats)).T\n", - "\n", - "plt.figure(figsize=(8, 8))\n", - "depths_idx = 10\n", - "plt.scatter(locs[:,0],locs[:,1],c=vs[:,depths_idx],cmap=\"rainbow\")\n", - "plt.colorbar()\n", - "plt.show()\n", - "\n", - "vs.shape" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 2: Quality Control & Interpolation" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import sys\n", - "sys.path.append('../../../')\n", - "from SWIDP.process_1d_deep import *\n", - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((9125, 12), (12,))" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs.shape,depth.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(9125, 301)" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# -------------------------------------------------------\n", - "# interp to 1 km thickness\n", - "# -------------------------------------------------------\n", - "\n", - "from scipy.interpolate import interp1d\n", - "max_depth = 300+0.1\n", - "depth_interp = np.concatenate([\n", - " np.arange(0, max_depth, 1)\n", - "])\n", - "vs_models = vs_interp = np.zeros((vs.shape[0],depth_interp.shape[0]))\n", - "for i in range(vs.shape[0]):\n", - " vs_temp = vs[i,:]\n", - " depth_interp_temp = depth_interp[:np.argmin(np.abs(depth_interp-depth.max()))]\n", - " f = interp1d(depth.reshape(-1),vs_temp,kind='linear')\n", - " vs_temp = f(depth_interp_temp)\n", - " vs_interp[i,:len(vs_temp)] = vs_temp\n", - "vs_interp[:,len(vs_temp):] = vs_interp[:,len(vs_temp)-1].reshape(-1,1)\n", - "vs_interp.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs[sta_idx,:],depth,c='k')\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "c65101a0f4fb4274a8752299d39d32f4", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/9125 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 3: Find the Moho " - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "4ddcd63f12ef4bffbb890f290f2060dc", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/9125 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " moho_depth_idx = moho_idxs[sta_idx]\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].axhline(y = depth_interp[moho_depth_idx],color='r',linestyle='--')\n", - " axs[i,j].scatter(vs_interp_rm_sandwich[sta_idx,moho_depth_idx],depth_interp[moho_depth_idx],c='r',marker='x',s=100)\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 4: Perturbation the Moho depth and velocity" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "(100, 301)" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Generate perturbed models single\n", - "i = 200\n", - "vs_orig = vs_interp_rm_sandwich[i]\n", - "# Find Moho\n", - "moho_idx = moho_idxs[i]\n", - "plt.figure()\n", - "plt.step(vs_orig,depth_interp,c='k')\n", - "plt.scatter(vs_orig[moho_idx],depth_interp[moho_idx],c='r',marker='x')\n", - "plt.axhline(y=depth_interp[moho_idx],color='r',linestyle='--')\n", - "\n", - "vs_perts = []\n", - "perturb_num = 100\n", - "random_seeds = np.random.randint(0,1000000,perturb_num)\n", - "for i in range(perturb_num):\n", - " # Generate perturbed profile\n", - " vs_pert, controle_node_t, controle_node_vs = augment_crust_moho_mantle(vs_orig, \n", - " depth_interp, \n", - " moho_idx, \n", - " vs_perturb_range=[-0.2,0.2],\n", - " crust_nodes_range=[3,8],\n", - " mantle_nodes_range=[10,15],\n", - " moho_shift_range=5,\n", - " gaussian_smooth_sigma=2,\n", - " return_nodes=True,\n", - " random_seed=random_seeds[i])\n", - " # plot the perturbed profile\n", - " plt.step(vs_pert,depth_interp,c='pink' if i !=0 else 'r',alpha=0.1 if i !=0 else 1, zorder=1 if i !=0 else 2)\n", - " # plt.scatter(controle_node_vs,controle_node_t,c='b',alpha=0.2)\n", - " vs_perts.append(vs_pert)\n", - "vs_perts = np.array(vs_perts)\n", - "plt.gca().invert_yaxis()\n", - "plt.show()\n", - "np.unique(vs_perts,axis=0).shape" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((9125, 301), (9125,))" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs_interp_rm_sandwich.shape,moho_idxs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "0e3dd81df4b84238bf4355ad3912c15f", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/9125 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='k',label='original', linewidth=2)\n", - "\n", - " for k in range(perturb_num):\n", - " axs[i,j].step(aug_vs_list[k,sta_idx,:],depth_interp,c='r',label='perturbed' if k == 0 else None, linewidth=0.5)\n", - "\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 5: Dispersion Curve Inversion" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "0bef1404fe54405ca0daffdba780b100", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/54750 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vs_interp_rm_sandwich.shape[0])\n", - " \n", - " # velocity profile\n", - " for k in range(perturb_num+1):\n", - " axs[i,j*2].step(vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " linewidth=1 if k == 0 else 0.5,color='k' if k == 0 else 'r')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " for k in range(perturb_num+1):\n", - " axs[i,j*2+1].plot(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,1],\n", - " linewidth=1 if k==0 else 0.5,c='r' if k==0 else \"pink\", zorder=2 if k==0 else 1)\n", - " axs[i,j*2+1].plot(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " linewidth=1 if k==0 else 0.5,c='b' if k==0 else \"lightblue\", zorder=2 if k==0 else 1)\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig,axs = plt.subplots(1,2,figsize=(8,4))\n", - "\n", - "sta_idx = np.random.randint(0,vs_interp_rm_sandwich.shape[0])\n", - " \n", - "# velocity profile\n", - "for k in range(perturb_num+1):\n", - " axs[0].step(vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " linewidth=0.2,color='k' if k == 0 else 'silver')\n", - "axs[0].set_xticks([])\n", - "axs[0].set_yticks([])\n", - "axs[0].invert_yaxis()\n", - "\n", - "# dispersion curve\n", - "for k in range(perturb_num+1):\n", - " axs[1].scatter(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,1],\n", - " s=1,c='r' if k==0 else \"pink\", zorder=2 if k==0 else 1)\n", - " axs[1].scatter(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " s=1,c='b' if k==0 else \"lightblue\", zorder=2 if k==0 else 1)\n", - "axs[1].set_xticks([])\n", - "axs[1].set_yticks([])\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((54750, 301, 4), (54750, 300, 3))" - ] - }, - "execution_count": 23, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "phase_mask = np.sum(disp_data[:,:,1] == 0,axis=1)==0\n", - "group_mask = np.sum(disp_data[:,:,2] == 0,axis=1)==0\n", - "mask = phase_mask*group_mask\n", - "\n", - "# loc = np.hstack((LON.reshape(-1,1),LAT.reshape(-1,1)))[mask,:]\n", - "vel_models = vel_models[mask,:,:]\n", - "disp_data = disp_data[mask,:,:]\n", - "\n", - "vel_models.shape,disp_data.shape" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "save_base_path = \"../../../Datasets/OpenSWI-deep/1s-100s-Aug\"\n", - "# Save processed data as compressed npz files\n", - "# np.savez_compressed(os.path.join(save_base_path, \"USTCLitho1_loc.npz\"),\n", - "# data=loc.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"USTCLitho1_model.npz\"),\n", - " data=vel_models.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"USTCLitho1_disp.npz\"),\n", - " data=disp_data.astype(np.float32))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/12_LITHO1.ipynb b/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/12_LITHO1.ipynb deleted file mode 100644 index d1c2441e6c06dca34b9d94c1e591a180521cd5ad..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/12_LITHO1.ipynb +++ /dev/null @@ -1,922 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# LITHO1.0\n", - "\n", - "Description of the model\n", - "- The LITHO1.0 model is a 1° tessellated model of the crust and uppermost mantle of the earth, extending into the upper mantle to include the lithospheric lid and underlying asthenosphere. The model is parameterized laterally by tessellated nodes and vertically as a series of geophysically identified layers, such as water, ice, sediments, crystalline crust, lithospheric lid, and asthenosphere. LITHO1.0 was created by constructing an appropriate starting model, including CRUST1.0 as starting model for the crust. We then perturbed the model to fit high-resolution surface wave dispersion maps (Love, Rayleigh, group, phase) over a wide frequency band (5-40 mHz).\n", - "- The model was generated by examination and discussion of the model with respect to key lithospheric parameters, such as average crustal velocity, crustal thickness, upper mantle velocity, and lithospheric thickness. We then compared the constructed model with those from a number of select studies at regional and global scales and find general consistency. Details can be found in Pasyanos et al. (2014).\n", - "- It appears that LITHO1.0 represents a reasonable starting model of the earth's shallow structure (crust and uppermost mantle) for the purposes in which these models are used, such as travel time tomography or in efforts to create a 3D reference earth model. The model matches surface wave dispersion over a frequency band wider than the band used in the inversion. There are several avenues for improving the model in the future by including attenuation and anisotropy, as well as making use of surface waves at higher frequency.\n", - "- Each of the nodes has a unique profile where the layers are\n", - " - water\n", - " - ice\n", - " - upper sediments\n", - " - middle sediments\n", - " - lower sediments\n", - " - upper crust\n", - " - middle crust\n", - " - lower crust\n", - " - lithospheric mantle (lid)\n", - " - asthenospheric mantle\n", - " - ak135\n", - "- Crustal parameterization was adopted from CRUST1.0 though the depth to Moho and a uniform perturbation in the crystalline crust was allowed in the inversions. Parameters of layer thickness, VP, VS, rho, and Q (placeholder values) are given explicitly for all layers. The parameters below the asthenosphere blend into the ak135 model (Kennett et al., 1995).\n", - "\n", - "Reference\n", - "- Pasyanos, M.E., T.G. Masters, G. Laske, and Z. Ma (2014). LITHO1.0: An updated crust and lithospheric model of the Earth, J. Geophys. Res., 119 (3), 2153-2173, DOI: 10.1002/2013JB010626..\n", - "\n", - "Pages: https://igppweb.ucsd.edu/~gabi/litho1.0.html" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 1: Extract 1D Velocity Model\n", - "\n", - "Note!!: \n", - "1. Consider the larger variation of the moho depth of LITHO1.0 model, this model is not suggested use the augmentation method. \n", - "\n", - "2. The number of LITHO1.0 model is larger enough, so the augmentation method is not suggested.\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(40962,\n", - " ['node1.model',\n", - " 'node2.model',\n", - " 'node3.model',\n", - " 'node4.model',\n", - " 'node5.model',\n", - " 'node6.model',\n", - " 'node7.model',\n", - " 'node8.model',\n", - " 'node9.model',\n", - " 'node10.model'])" - ] - }, - "execution_count": 1, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "import numpy as np \n", - "import os \n", - "import matplotlib.pyplot as plt\n", - "\n", - "data_folder = \"../../../Datasets/Original/OpenSWI-deep/LITHO1.0/LITHO1.0/litho_model\"\n", - "data_files = os.listdir(data_folder)\n", - "data_files.sort(key= lambda x:int(x.replace(\"node\",\"\").replace(\".model\",\"\")))\n", - "len(data_files),data_files[:10]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(40962, 3)" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# node, latitude, glatitude, longitude\n", - "lon_lat_file = \"../../../Datasets/Original/OpenSWI-deep/LITHO1.0/LITHO1.0/Icosahedron_Level7_LatLon_mod.txt\"\n", - "loc_data = np.loadtxt(lon_lat_file)\n", - "loc_data.shape" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 2: Quality Control & Interpolation" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "from scipy.interpolate import interp1d\n", - "import sys\n", - "sys.path.append('../../../')\n", - "from SWIDP.process_1d_deep import *\n", - "from SWIDP.dispersion import *\n", - "\n", - "def extract_vel(files_idx):\n", - " depth,rho,vp,vs,layer_name = [],[],[],[],[]\n", - " # depth(m) density(kg/m3) Vp(m/s) Vs(m/s) Qkappa Qmu Vp2(m/s) Vs2(m/s) eta layername\n", - " lines = open(os.path.join(data_folder,data_files[files_idx]),'r').readlines()\n", - " for i,line in enumerate(lines):\n", - " line = line.strip().split()\n", - " if i>0:\n", - " depth.append(float(line[0])/1e3)\n", - " rho.append(float(line[1])/1e3)\n", - " vp.append(float(line[2])/1e3)\n", - " vs.append(float(line[3])/1e3)\n", - " layer_name.append(line[-1])\n", - " depth = np.array(depth)[::-1]\n", - " rho = np.array(rho)[::-1]\n", - " vp = np.array(vp)[::-1]\n", - " vs = np.array(vs)[::-1]\n", - " layer_name = np.array(layer_name)[::-1]\n", - " return depth,vp,vs,rho,layer_name\n", - "\n", - "# remove interface and water layer\n", - "def remove_interface_and_water(depth,vp,vs,rho):\n", - " # remove the interface\n", - " depth, depth_unique_indices = np.unique(depth, return_index=True)\n", - " vs = vs[depth_unique_indices]\n", - " vp = vp[depth_unique_indices]\n", - " rho = rho[depth_unique_indices]\n", - "\n", - " # remove the water layer\n", - " water_mask = vs>0\n", - " depth = depth[water_mask]\n", - " vs = vs[water_mask]\n", - " vp = vp[water_mask]\n", - " rho = rho[water_mask]\n", - " \n", - " return depth,vp,vs,rho\n", - "\n", - "def interp_data(depth,vp,vs,rho,interp_method='linear'):\n", - " # interp\n", - " max_depth = 300+0.1\n", - " interp_depth = np.concatenate([\n", - " np.arange(0, max_depth, 1)\n", - " ])\n", - " interp_depth_temp = interp_depth+depth.min()\n", - " \n", - " # interpolate velocity model\n", - " f = interp1d(depth,vs,kind=interp_method)\n", - " interp_vs = f(interp_depth_temp)\n", - " f = interp1d(depth,vp,kind=interp_method)\n", - " interp_vp = f(interp_depth_temp)\n", - " f = interp1d(depth,rho,kind=interp_method)\n", - " interp_rho = f(interp_depth_temp)\n", - " \n", - " # return\n", - " new_depth = interp_depth\n", - " new_vp = interp_vp\n", - " new_vs = interp_vs\n", - " new_rho = interp_rho\n", - " \n", - " return np.hstack((new_depth.reshape(-1,1),new_vp.reshape(-1,1),new_vs.reshape(-1,1),new_rho.reshape(-1,1)))" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(40962, 301)" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# ---------------------------------\n", - "# Interpolate the velocity model\n", - "# ---------------------------------\n", - "vs_interp = [] \n", - "for files_idx in range(len(data_files)):\n", - " depth_temp,vp_temp,vs_temp,rho_temp,layer_name = extract_vel(files_idx)\n", - " depth_temp,vp_temp,vs_temp,rho_temp = remove_interface_and_water(depth_temp,vp_temp,vs_temp,rho_temp)\n", - " interp_vel_model = interp_data(depth_temp,vp_temp,vs_temp,rho_temp,interp_method=\"linear\")\n", - " vs_interp.append(interp_vel_model[:,2])\n", - "depth_interp = interp_vel_model[:,0]\n", - "vs_interp = np.array(vs_interp)\n", - "vs_interp.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs_interp))\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "964a05bd59ea4990b0d1ce86dc5d9fb6", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/40962 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs_interp))\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 3: Find the Moho (not suggested)\n", - "\n", - "* you can get the right depth of moho from the LITHO1.0 original datasets\n", - "* the wrong augmentation will not influence the quality of datasets (the mapping bettwen the dispersion curves and 1D profiles follow the physical relationship)" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "a3a3c22edeee4bc1bab9c049645f033f", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/40962 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(depth_interp))\n", - " moho_depth_idx = moho_idxs[sta_idx]\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].axhline(y = depth_interp[moho_depth_idx],color='r',linestyle='--')\n", - " axs[i,j].scatter(vs_interp_rm_sandwich[sta_idx,moho_depth_idx],depth_interp[moho_depth_idx],c='r',marker='x',s=100)\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 4: Perturbation the Moho depth and velocity" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "(100, 301)" - ] - }, - "execution_count": 30, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Generate perturbed models single\n", - "i = 400\n", - "vs_orig = vs_interp_rm_sandwich[i]\n", - "# Find Moho\n", - "moho_idx = moho_idxs[i]\n", - "plt.figure()\n", - "plt.step(vs_orig,depth_interp,c='k')\n", - "plt.scatter(vs_orig[moho_idx],depth_interp[moho_idx],c='r',marker='x')\n", - "plt.axhline(y=depth_interp[moho_idx],color='r',linestyle='--')\n", - "\n", - "vs_perts = []\n", - "perturb_num = 100\n", - "random_seeds = np.random.randint(0,1000000,perturb_num)\n", - "for i in range(perturb_num):\n", - " # Generate perturbed profile\n", - " vs_pert, controle_node_t, controle_node_vs = augment_crust_moho_mantle(vs_orig, \n", - " depth_interp, \n", - " moho_idx, \n", - " vs_perturb_range=[-0.2,0.2],\n", - " crust_nodes_range=[3,8],\n", - " mantle_nodes_range=[8,12],\n", - " moho_shift_range=5,\n", - " gaussian_smooth_sigma=1.5,\n", - " return_nodes=True,\n", - " random_seed=random_seeds[i])\n", - " # plot the perturbed profile\n", - " plt.step(vs_pert,depth_interp,c='pink' if i !=0 else 'r',alpha=0.1 if i !=0 else 1, zorder=1 if i !=0 else 2)\n", - " # plt.scatter(controle_node_vs,controle_node_t,c='b',alpha=0.2)\n", - " vs_perts.append(vs_pert)\n", - "vs_perts = np.array(vs_perts)\n", - "plt.gca().invert_yaxis()\n", - "plt.show()\n", - "np.unique(vs_perts,axis=0).shape" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((40962, 301), (40962,))" - ] - }, - "execution_count": 31, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs_interp_rm_sandwich.shape,moho_idxs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "bcdd7a4a981f4364a5718fe81d5f5cee", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/40962 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs_interp_rm_sandwich))\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='k',label='original', linewidth=2)\n", - "\n", - " for k in range(perturb_num):\n", - " axs[i,j].step(aug_vs_list[k,sta_idx,:],depth_interp,c='r',label='perturbed' if k == 0 else None, linewidth=1)\n", - "\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 5: Dispersion Curve Inversion" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "dc0848ca35254a25a7ae504a720c9603", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/245772 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vs_interp_rm_sandwich.shape[0])\n", - " \n", - " # velocity profile\n", - " for k in range(perturb_num+1):\n", - " axs[i,j*2].step(vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " linewidth=1 if k == 0 else 0.5,color='k' if k == 0 else 'r')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " for k in range(perturb_num+1):\n", - " axs[i,j*2+1].plot(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,1],\n", - " linewidth=1 if k==0 else 0.5,c='r' if k==0 else \"pink\", zorder=2 if k==0 else 1)\n", - " axs[i,j*2+1].plot(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " linewidth=1 if k==0 else 0.5,c='b' if k==0 else \"lightblue\", zorder=2 if k==0 else 1)\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 40, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig,axs = plt.subplots(1,2,figsize=(8,4))\n", - "\n", - "sta_idx = np.random.randint(0,vs_interp_rm_sandwich.shape[0])\n", - " \n", - "# velocity profile\n", - "for k in range(perturb_num+1):\n", - " axs[0].step(vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " linewidth=0.2,color='k' if k == 0 else 'silver')\n", - "axs[0].set_xticks([])\n", - "axs[0].set_yticks([])\n", - "axs[0].invert_yaxis()\n", - "\n", - "# dispersion curve\n", - "for k in range(perturb_num+1):\n", - " axs[1].scatter(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,1],\n", - " s=1,c='r' if k==0 else \"pink\", zorder=2 if k==0 else 1)\n", - " axs[1].scatter(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " s=1,c='b' if k==0 else \"lightblue\", zorder=2 if k==0 else 1)\n", - "axs[1].set_xticks([])\n", - "axs[1].set_yticks([])\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 41, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((245771, 301, 4), (245771, 300, 3))" - ] - }, - "execution_count": 41, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "phase_mask = np.sum(disp_data[:,:,1] == 0,axis=1)==0\n", - "group_mask = np.sum(disp_data[:,:,2] == 0,axis=1)==0\n", - "mask = phase_mask*group_mask\n", - "\n", - "\n", - "# loc = np.hstack((LON.reshape(-1,1),LAT.reshape(-1,1)))[mask,:]\n", - "vel_models = vel_models[mask,:,:]\n", - "disp_data = disp_data[mask,:,:]\n", - "\n", - "vel_models.shape,disp_data.shape" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "save_base_path = \"../../../Datasets/OpenSWI-deep/1s-100s-Aug\"\n", - "# Save processed data as compressed npz files\n", - "# np.savez_compressed(os.path.join(save_base_path, \"LITHO1_loc.npz\"),\n", - "# data=loc.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"LITHO1_model.npz\"),\n", - " data=vel_models.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"LITHO1_disp.npz\"),\n", - " data=disp_data.astype(np.float32))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/13_Central_and_Western_US_Shen2013.ipynb b/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/13_Central_and_Western_US_Shen2013.ipynb deleted file mode 100644 index 08b34d88e106633d68cf8b8059255a0d0578d744..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/13_Central_and_Western_US_Shen2013.ipynb +++ /dev/null @@ -1,1019 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Central and Western US (Shen et al., 2013)\n", - "\n", - "Description of the Model:\n", - "- Location: US west of 100°W longitude\n", - "- Grid: 0.25°x0.25°\n", - "- Stations: TA\n", - "- Ambient noise: 2005 - 2010 (828 stations)\n", - "- Earthquakes: 1550 earthquakes, Ms>5.0, 2005-2010\n", - "- Receiver functions: 828 stations, 30-90 deg distance, mb>5.0, ~130\n", - "- earthquakes/station\n", - "- Tomography: (Rayleigh waves alone)\n", - "- Ambient noise: ray theory (eikonal tomography, Lin et al., 2009), 8-40 s\n", - "- Earthquakes: finite frequency (Helmholtz tomography, Lin and Ritzwoller,2011), 25-80 s\n", - "- Parameterization:\n", - "- Isotropic v: sediment layer (linear velocity increase with depth), 4 B-spline; crust, 5 B-spline mantle\n", - "- Inversion: Bayesian Monte Carlo model space sampling.\n", - "- Forward code: Herrmann\n", - "- Moho: variable\n", - "- Format of model file: WCUS_Shen_2012\n", - "- The model was originally constructed beneath each of the 828 TA stations, but then it was interpolated onto a 0.25°x0.25° grid by simple-kriging. The resulting model appears in directory WCUS_Shen_2012 separately as a set of 1-D models for each grid point.\n", - "\n", - "Reference\n", - "- Shen, W., M.H. Ritzwoller, and V. Schulte-Pelkum, A 3-D model of the crust and uppermost mantle beneath the central and western US by joint inversion of receiver functions and surface wave dispersion, J. Geophys. Res., submitted.\n", - "\n", - "Datasets Example\n", - "- For example, there is file 236_40.mod.1, for (lat, lon) = (40, 236). The first few kms look\n", - "as follows:\n", - " ```\n", - " 236 40 24.2691 1.06721687317\n", - " 0.0 1.16519 0.363969\n", - " 0.121821 1.16519 0.363969\n", - " 0.121821 2.56136 0.428722\n", - " 0.365463 2.56136 0.428722\n", - " 0.365463 2.58903 0.23161\n", - " 0.609105 2.58903 0.23161\n", - " 0.609105 2.67966 0.178154\n", - " .\n", - " .\n", - " .\n", - " ```\n", - " The first line is formatted: lon lat Crustal_thickness (km) Error_crustal_thickness\n", - " (km). At this point, crustal thickness is about 24.3 km and the error is estimated to be\n", - " about 1.1 km. Then each line thereafter is: depth (km), v (km/s), Error_v (km/s). At\n", - " layer boundaries (base of the sediments, base of the crust) there is a repeated knot so the\n", - " model can take a discrete jump. At this point that occurs at depths of 1.096 km and 24.26\n", - " km. The model extends to a depth of 200 km.\n", - " The model was created by a Monte Carlo method so at each depth there is an averaging\n", - " that produced the values in the file.\n", - "\n", - "Pages: http://ciei.colorado.edu/Models/\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step0: Downloading & Loading the Source Datasets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(6803, '235.5_43.75.mod.1')" - ] - }, - "execution_count": 1, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "import os\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "data_path = \"../../../Datasets/Original/OpenSWI-deep/Shen2013_USA/WUSA\"\n", - "files = os.listdir(data_path)\n", - "len(files),files[0]" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 1: Velocity Profile Extracting\n", - "1. Extracting\n", - "2. De-duplicating" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((6803, 2), (6803, 72, 2), (6803,))" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# read the data\n", - "loc,vs_temp,crustal_thick = [],[],[]\n", - "max_len = 0\n", - "for file in files:\n", - " lines = open(os.path.join(data_path, file))\n", - " temp_data = []\n", - " for i,line in enumerate(lines):\n", - " line = line.strip().split()\n", - " line = list(map(float,line))\n", - " if i == 0:\n", - " loc.append([line[0],line[1]])\n", - " crustal_thick.append(line[2])\n", - " else:\n", - " temp_data.append([line[0],line[1]])\n", - " vs_temp.append(temp_data)\n", - " max_len = np.max([max_len,len(temp_data)])\n", - "vs = np.ones(((len(vs_temp),max_len,2)))*-1\n", - "for i,data in enumerate(vs_temp):\n", - " vs[i,:len(data),:] = data\n", - "loc = np.array(loc)\n", - "vs = np.array(vs)\n", - "crustal_thick = np.array(crustal_thick)\n", - "\n", - "lon,lat = loc[:,0],loc[:,1]\n", - "\n", - "loc.shape,vs.shape,crustal_thick.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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v3/AN39AKFQBve9vbqKqKH/iBH+A7v/M724NHv+/7vu/MeIezUJYlP/ETP8GXfMmX8B/9R/8RP//zP9/L7DRixO1CdIyuGTHitvDe976Xt7/97fz6r/86r33ta5/t5owYMWLEiKfASLdHjHjmMcZUjBgxYsSIESNGjBgx4mlhFCpGjBgxYsSIESNGjBjxtDAKFSNGjBgxYsSIESNGjHhaGGMqRowYMWLEiBEjRowY8bTwrFoqvud7vgcR6f17xSte0f6+XC75z//z/5yLFy+yu7vLV33VV3Hp0qVnscUjRowYMWLEiBEjRowY4ll3f/rsz/5sHnvssfbfL//yL7e//fW//tf5qZ/6Kf73//1/55d+6Zd49NFHbysP84gRI0aMGDFixIgRI555POvnVBRFwT333LNx/caNG/xv/9v/xo/92I+1+aHf85738MpXvpJf/dVf5fM+7/NuqXzvPY8++ih7e3u9PNQjRowYMeKZg6pydHTEfffdhzFPX3810vIRI0aMeHZwq/T8WRcqHnroIe677z6m0ymvf/3r+f7v/37uv/9+fvM3f5O6rnnTm97U3vuKV7yC+++/n1/5lV85U6hYrVasVqv2+yc+8Qk+67M+6xnvx4gRI0aM2MTDDz/M85///Nt+bqTlI0aMGPHHC09Fz59VoeJ1r3sd733ve3n5y1/OY489xvd+7/fyBV/wBfzO7/wOjz/+OFVVce7cud4zd999N48//viZZX7/938/3/u937tx/eGHH2Z/f/9T3YURI0aMGLEFh4eHvOAFL9g4AflWMdLyESNGjPjjgVul53+ssj9dv36dBx54gB/8wR9kNpvx9re/vaepAvjcz/1cvvALv5C/83f+ztYyhtqtNBA3btwYN6IRI0aM+CPC4eEhBwcHnzTtHWn5iBEjRvzxwK3S82fd/SnHuXPneNnLXsYf/MEf8Of+3J9jvV5z/fr1nrXi0qVLW2MwEiaTCZPJ5I+gtSNGjBgx4pnCSMtHjBgx4rmFZz37U47j42M+/OEPc++99/Ka17yGsiz5hV/4hfb33//93+fjH/84r3/965/FVo4YMWLEiBEjRowYMSLHs2qp+I7v+A7e8pa38MADD/Doo4/yzne+E2stX/d1X8fBwQHf9E3fxLd/+7dz4cIF9vf3+bZv+zZe//rX33LmpxEjRowYMWLEiBEjRjzzeFaFikceeYSv+7qv48qVK9x55518/ud/Pr/6q7/KnXfeCcD/8D/8Dxhj+Kqv+ipWqxVvfvOb+eEf/uFns8kjRowYMWLEiBEjRowY4I9VoPYzgacbLDhixIgRI24fn2raO9LyESNGjHh2cKv0949VTMWIESNGjBgxYsSIESOeexiFihEjRowYMWLEiBEjRjwtjELFiBEjRowYMWLEiBEjnhZGoWLEiBEjRowYMWLEiBFPC3+sDr97rkNVuXzkOF0ps0ooLRwulMoK+3PPYrFGRNjfnVIWFgDvletHCxqnzKcFznlWtWNSFYgIi1VDYQ2TsuBo4TAGdqcFR4sGBfZmBcdLpXHK3sywqIXFWtmZCKXxHC+VqhT2pp7FYoUxhvnEUp8egcJkvoM7vYE6h53vw3qJXy+xsx1UDG55gikrZDKjOT1GjKWY7YbngXK+T704Rr2nnO/i1kt8vcZO5xhVmuUJppxgqgnN6RFiLOV8j/XpYXh+Z5/14hT1nmq+S71e45qacjJDUZr1CltU2KJgvVxgrKWaTFidnoAIk9kO68UpXj2T+ZxmFZ+fzlDvadYrimqCWEu9XGKspZxMWS1OAWE6m7NcnIIqk/mc9WqFc45qMsWrp6lryrJCjGG1WmGtpayqMJYizKZVLEuZTuf4xQ3UNdjZHmZxiF+dYGZ7oMDxVaimyPwAvfoY2AJz/h78tcdBPXLhXvTGZWjWyLm7YXmMLo6R3fOoCBxdRaY7MN/HX38CKUpk/w789UsAmPN3ozeehKZGDu6GxSG6PIHd8+A9HF1BZnsw20OvPAplhTl/N/7JR8Lzdzwff+VRcGvkjuejR1dhcYKcuwu8Q29cRnYOYL6HXv5E6MuFe9AnHwERzJ0vwF99FFyD3PG88PzyNDzf1OjxtfD8ZB76X02RgzvRy4+AsZiL94X6vQv133gSVgs4fw9SL9Hj68juObScwLVLMJkNnn8e/vIj4H14/volWC+Ri/fA4hQ9uY7sXUSLEq4/AdM5sn8RffITUBSh/sufANX4/BNQL5GL98LpMXp6hOxfBGPQw8sw3UF2L6DXHgNbYs7dFdoPmIv34q8/Eebi/D1wch1dHMP+RVCFwyvIbBd29tErj0FRhfm/nM3F9UthLVy8Dz25ActT2L+IiOBPboS1MN1FD5+EosLsXcTfeCLMxf6d+MPL4BvMwV3o6SG6XiJ758NcnB4is12knOIPn0TKSdcXsZhzd4axcA5z9wOY/Yt/ZHT0jwuOFsofPBZenRfcAZeuw7KG+y6AinK6gr0Z3HMgiAgAN06Vy0eewsD5HeHqsaLAhV3hxqlSOzi/E8pZrmF3KoByvIRJCTsTuH6iFBYO5sKNUw+EslarFc4rO5OS8uQJdL1A5vuY02P0+hOBrlRz3KN/iExm2LtfQPPwQyCG4v6XhXejWWPueRBdHsHqNNCPosIvjzCTOVRhPxBbYnYOWC1OAKGc73G6qvFemc0mrNc1znmmkxJxNU29oigrKrfCH19FygmmmOIf/whiCuTO2BbXYB94OdQLtF4h+3ewKHeo64aqLFn4KYenUJXCrBQeuy5YA3cfwBM3wCvce045WXvqBs7NQahZ145pVWDEs1w1lIVlWhmWiwViDNPplMViAcB0NmO1XOG8ZzadUDeeummYVCVWG5rVAluUVFZwR1cRW1BMdvGXPgqEd9M9+odovcLc+yD+6iX06Dpyx/MQ9bgnPoHZv4AcXMA9/GFkMsXe9yD1Rz4EIhQPvJz1Rz6ErldUD76C5tIncIfXKV/wIOIamic+gT1/B+bcHTQffwiZ7VC+4EHcxx8CYykeeBn+iYfB1Zh7H0RvXEaXJ8iFexHfoEdXI52cok8+gkznyMFduE98GIzF3vtgmIumwT7wMvwTj+BPj7H3PQjLE/z1y5jzd8JsB33iYWS2i7l4b1hXtsDc9yD+0Y+g3mGf9yL85UdhtUDuuh8Wx4HOH9wJtkCvPobM9pDzd+Kf+HhYV3c+H//Ex1FVzF0PoJc/EWjTXS+AkxvoyQ3MubtQVfTq48jOPuycx33iw0g1wd7zQuqP/T4A5QMvw116GF0vsc97MRxfQ09uIBfuQayN78U+7Bzgn3wEqSbIhXvxlz4e5vLuB/CXPgb1CnPPg/grj+GPDzF3PQ9dr/GXH8OcuwizfZqH/yDMxfMfpP7ohwIv9MDLaR75A6hr7AMvR06vo8tj5OJ9iHftnqfzffTwSaScIvsXcYeXETGY/Ythn/A+9DntWefuQg+vo4dXkIM7UFvhL30cme/C3h2sfv93oCyZvvRzcJ94CJyjePAV6NXH0dUCc/f9iFuFsdi7CNaiVy/BdAf7wCsR+8yx/qNQ8SmCqvL7n1hz6YYjbBN9WHEclMcYgSevHvHg8++gKAwffuQaq3WTl4QAXgWfGZJUwakFJN4FqkLjLYqgCrU3eAwCGPGUxmf1NxyUx1gadpsbSGzhEUpZLzC+QdTH0gUvAsbE+hRF8KYASU9KaGncTNF0Ne+Kw6hnCAUQ05blpEDF4MV25eX39Qe6bfvtoG2zyLCVHa6Ax3T3SDbWsR2qoASBUNRT6pK8xdP1MdbXlIvr2GZFGj+aGtOsEdU4mS5cb/uXrRox2Wdpx7Yd+2xe+h0MawcFvOuer9egPnx2LnBJIuGv99l4aLgP4vWsftXus0j32Rb9540J/1Kb88+pzmG/VPt9OQv5M/0fuuf9oB/b+tKOIe06RBVMvjaUfA20z6dn27IEiqIbo97zWdtcfMfT38G8dv2KZaexTGtBBIwNAlFRts+Ed8R21ab+QL89krXF+/DRu7AekSDUalwL3gUBJv32oX9D+blfir37gS1j/+mJq0fKP/1lWDf9lZmm6o4D5WAnjP/9dwh/4n7D49eV/++jLrtb22fa52lXFkb6qwQUYzrqWlkfP3uulScY6d6XO44/zs76Gubyo5jDa2He1eNXK9zhEeqz91yEZn8Pydat7B8g0xmo4ub7+J1zeGPRIpxg7kzBqtrLaODjnNq9QKMHKP2KknX4vDxk9+gx5PQIeezhuJQVVaW5fhhelyc/isxmKMLViy9hOe8E1sP1jCeWF1jWhuunFol7j02vK8r/C5zf8UwKz0F1wrTo9s+wa/rQbRwV6zC4qR+ajzYopv1euQWVrtqybLNkdnoFWS9wlz5ON/wed/1aoKWq+NUavOLrOtIRA96jXmMlPv7xQdF1sgwkCtAmtj0+I9ZgJ2W4ZC2IQYxg55MguBqh2NtHTKRNRdnNq7WItR1tcA00DVrX+MWyu67gl4vQ1v9fog8mkI5Ec9SHBVpW3X4rBkkrOLal/g0ThjbfG2yR0V8J/y+KAZ3L6KTL3xna+tW5MK7rNbpahf3Pefy6bh9fKphJhRQ2/E1jVlikKLuyVCPN84mxCNfqVdtuVcUvlrGOdbg3zotvHH7dtPuolBYRCeMV21zddQemqrp+VhUymYQxL0qY7QZSKwatZiS+QNrxUGRxjPi4ro4OYbEI73XdoHVDfXTM6aNPtvcfijC94xymtBT/dj+uGcHs7oa6056f7d/uD3+b6gv/wjMmWIzuT58iHC48l26El2Mb2+PUsHSRYHvliStHXL2xGAgUAV7Bty9dh/Rya3tfx157OiFE0Z5AEeq3rHzF1J30W6jQ2Eksn/b5lulq79XIdNC/frOMxGLPZhWz54y6xA73H99avn4SIsVQjNheQtjsMwaUtPHkYkPH8FtdbxSwKuaYZhUFiqyuouy3ohVutH/f8HPWf80Z+40+5M/kDLXrCwqJwVbtPqPZvwHjvpXxjdeNzdqSmHq//fn02/D6rQoUw7L6P3R/RM+uf+NzLjClYvL2DOpLDEOvLB30edgf7cZqW/83+uXpjWX2nqkS11H3TLdKB2W1l7b0Jwl3eZsj4wMK69XGb/Vv/SKfSfjlD8LabXnL4oXLNwQXp/Pjl5XrJ8rvPjxgjrYgnwnfI8OKiLblF8a3n6d2vaFIubL7ALpeBIEC2nfcTCZIVfbeczOdDgRN0KNDNN5jTw9RV6O2astfl/ONllfudGufaqlaGllP92nKGfLkY7RrP8LOp5iLd8J0CsBqst8TKAD2qwUTu+ZwYWOtEoSvdlmHeg4Xlso2PYEi/G56n11UAPXfsfxzZOnU9QQKAGcnNOUMe/XSBp2zu7skYUmqMghxqY44rmIy+q5RWbiqu7J8tl7iM+oCM90yq+qDkBHplJ1OtysQIDDUWV/FBkbeL1eDMVCkLAe0V3t1hjYN2pjf36N32XcdPIMGLbnqljlItHGoOPRtf1R9EChi2b6uu+die3y9Dm3PeBZp6WQsq1WOZfU3db/dqpjpJLTfZ3smYArb6f9U0SbyevF5uzMLY5qPxXodBCNAmhpc3bXJrTsFU2qPKjqZdfO3u9eOrykLEFhcuhLbGui3ek99dBLe+9T/oggCRWq/9udIrz6G+8jv8ExhFCo+RVjVT80Yee0IQN046mbbJiSDv9kvor1fesxuyxBtezLVbzDq+r9L0t5/csz600VgrbWvzruFZ55+rbdRbk/L1d0pQ1FIBBWDtAza9nL6ld1mb5KV4FZxW5N6C+UO636qttxM6Lydem8FbTG32OnhWH7SzXiK+m53zs6C2SxDs//263yK9my5pRu+Tesiq+0M5acrDk+faulKT0Y8rYNr09NBvkwy5TpG/MaNKnZTw0tgcmTIpG1ZN8POSbJqpJ+HDCtgzlrn0qeE3pTBBbJ3S7C0UVZt3a6o2AaLiwJXVn+f0OK9YMRvnaO+EigN6LYXomP6z7J+e7HIWX2Jn1uGddiObdeyRXO2jkRbdzoATOdehzHd521W1CG2tK1tM/LUpPJMYezW0dV3Rvtu/vBN2pNdMzcfi63HsZ01LmfN5Za9L/WrFehuVkc29xIFnCH/kHtm5OssXKAVZnL4XAglCWM3mSsxwRX3GcLo/vQ08fh15d9+FNa1sDsVjpYFzgsXdta9jQEEa1z7Wi5XdbRS5Mtq2wscF62A9zL4JZBMK57CQqOGpSuCDkCV0jiMBGGhkIapXeNcgdF130lDDKfT8xRujfGuJURGG0wUNpwpw0bWPnWGZaG9I9yjUmC02fg9fXFi8FKElyy9z9mLLRJevv5G0ZXl6TT++aa3rYXJkiNntL97OtY/dO0SIWh00xZrUDIhLY6Zt8Vm6Um7EAoKY6luc1w22tJByIhj3rZcC9TTvMT6ogn3KTEsa/hb+ivZ6knz1WtkZvrO3Z9uikyr91QwmZtcriFMbUnm97P6bO1gbiV7Pm/SFp3LcPx7z+VlDTR5OSSNyVmzfAa8G4x/GrUtgpFqdHVroJputp/IgGZlhuGTTasKIPsXzm7XpwmcV/6/j8LDV2DVwHQC0wpWNSyW+Z2KGSzt3/24P9s77ykRRUNVrHiMBHuVRF7JeUtl65bxNdpw4fRR3Pyg3cBbVZQI5t77EAx6eoyZzgI5Wy7g9CTcNJnBxbugLPHe42Z76GSO+JrGTvG2RFQDDY9rzROUT6VfUpvN9SR4xDtmi6sUfo170WdjHv845uSw7aHs7GJ25jTFlNXBPXhbMKuPWBYhfs+rcKPeC3Fz1rN2wTVJ2xXe0Z2y8GH/2yS0mYAgWBqsNng1qLFtWzZ3K5M91Q4m1q3RagqL4+zVUrSp288igpnPcEcnvZaICEqmKbcGU5W4xar7fcuCqc4fAGDKElNV+NUSM5sFLXp8JpAbj0jRzkNqSw+zOZycQl33r1uDTCp0XW9/XgSzMw9uS6rRHSiO3KRCqklkcpvNsqezsH7qdXANvRlS/9PLpN27ICKY3X1kvou/dhVdrzf2MjOfURwcBKbe+1Cn13Zc0xhrvQ70sChATOtKRs8Qo8HVyW3uGyKCNi4IhSKYSMO99+AVt1hSbDsQLhfwbRJETSC5eFSkxz8kK09r2cmsGfaOO7E7j+NO+goeU5bBIhLXmHqHuZmwph5z/q6zf3+aGC0VTwPXT5Rf+iDcOIVFLVw7rWh8YDYPl2WPZahkzcQkIULwKF49MFzAihHF0pdIheiDn8GIYpP1QqAQz8wG82ASKMK7o3hC7MXaTgcmYqE2FRC9JU3wSUQM3pR9gaIlOKZTq2VEqM9GdZoVt8UPl+iu5WPdnfZ0IFi1m9amg1SI6ehiEvL6801CAS+deXQooGyWGTbQ3m89vi3U0GRmfwBRz6Q+RW1FPdnr1S/1KvqvZ3UONIob24vIpml4G6OsisR/6Xtf2ywdI55rVIZlA1u11KktQ437sC1m8Hs2fzdFW3byb74JQUwCQau562ty2rWU5nvY5uTbu6Htk+0CxVP1uS1jm6Ca9T0JA6ncNi7mJsjnRyTM73rZFwwYjnkm1Lh1EBqawaaf3DOir63E+3NmqjdvqjA/uHlbPw3wm38IDz0egqinE9iZheU2m0CV8UYicPcF32Pg6iZ5GtyKVKGZwiljgKNA0S4n4jQiXayFgIrleHIeyil68Z5eyX7/PMx2kKLA7O0jZYkUJWZ3H2Y7wVJwz/ORsgpr0RbYpnPjLNwSUIyv20Z4pGXIC2qs77t9TvwCUWXn9EnKZhHGpZzgX/BSdBrdqKopcv4ifrbL4uL9+KIKQcd+zaw+Qr1yrT5grRUicM/+Ehv7PC08he3G1YpyblbjsZw2ZV/fEeMp0sgmd1aLzyzIWRxbelYMS9N3+SpXRxRuhbtwd0gO0U0f/ug4zkeYMFOWmPmsP8ut/z5QFkhVYnoLiQ0SUJ3fxxQFdmeOmU5CjMXeHmY+Q6xFjOniJrxv3WtQDfETef22CIHVFy726X5RIJMpUhZQdNdzK4rd2w1rJ7oVmek0WEyqCjObIdaEtpQlUmUWp+kME5+RyTT4+N9MsMjpcLbfiQhUE6QokLLE3nVXSKZRFu09ZjqluuOOcI8xIaakqsIEdS8Yul61Vj2/XHU0vBcPGMawOTlt5zSHW6278YkCt0aBAsCdnFLfOOz3bTKNgiXoZBrqE4PSCRIyoLOy7AQGvXGt+23/AFNV7L3qFcikG29TlVS78+AyFwOPxHv84rSzrpQDi2BRhoQhzxBGS8XTwMNXaIlGX5MCtbNcPTEUxvOC/euUxmXrNJA7aVnfoUlLMSIYbeICjBuKaWi088VViqDJz6wZhSgTmpYgd61TGrVMjbIuZm18RApALuPG0mMsEBpbQS4U3EwCzjUvuTbVWJya7J5QUdDWd9qwljVLfpAkkWuomU3/pPe8Esx+CiGoVVP8Q85ExsCtTOvV1/T2Z9IP+5KqRFEx1DrB0DB1pxhf443FY2lm51lP9inqk1DnHIrFIcXp9b75uhVeUh+6/6bKhiyjDrXIDDFgbHqMs4CVoBHJmc1bsWTApuUhBfem69vM1U+xZrbfO2Bs2/v7jHYwfWea9Z6wYEJfW7OY69fXTebm9eHfbb+nfvfamwlSNysTtluQzhyP+LNr0MVJ2CiSlsuYKFxkz0dNn6gizRrvakKgZUs8egK8QBfDUXfay7YpMfPNpytUlY8+mX3PfhOB3R1oXGBod2dKYbM1wJCKaO/ZTZFTBgIFgG+DkdNzicpNzXrwagircg9OHoGdXXT6QrSuA/NmC6hXyLofHwAge/uQXI5yOuddCNq3wcptfAPWgFsFxZKt2vUEMGGFd2tEHVYdglLUSwqXCRvx3fL3PoCJ61XVU8/ObdRfaEOtBY2W7eOTUnngwikn68AwCtC4sGJL27Vl7StqXzAvVoiE2EWlaYPaHSUFq7ivuGwvk7wZrLRApWJh5uz668ybYzCG1WQ/0OgXXqRYHFLWp0HAuHiIeeyj6MlJ2xY7nWCqEnUeMZGZbGLiFiPQOOobR4hNfQ80Sn2Y3OmFcy1jaDIhQKpy0wKRGOikVDEGdva6+XSufcaUJXL3PbBcBEHEGHAOX68xkwqqSLOyoGPJBIG2f7NZF9OV/aYtU1+090pOh4xFK7tJz13TJRPIJ2MyBWNblx6JPIO9486QUclaWK3bMe7VaQuYBoEnWV96NLZp8E0ThKz4mwJah4D2tl/GRIuUozldbLRdG48U/XbXV67SHB4ye/GLw/yItP1Q76FpoJx07SVSgFbhJOh0HhSQ3sP5i+GZIgiHrFcUuzucf/1rqB9/Al0tMbNJyBwV56Ud99UqWKEuXAxzWRTdWFuLPv6RZ0ywGIWKp4noGreNswvigjdY6bQn7Q8dTxsNtoLBt8ZbK2lD0rYeiNc0ao/i8xv0ZuiDO2yXSF9QuKl27faMWSomdm8z3qBlajvJZeP53pW202fWtvnUBiO3ZasXkw3/5u9PpWvs3Re4uljdoD5boL7s6ioCI6hi8GXICmHqmD0qMcvb/Dmhp9FIrmI9YempkJe7RROTkbgz29F7/pnAsNyNoOgzcJaLVT4fZwk3w2tn9W3I7KdrTyU0DcsYtvNm1/INN6tT0CAQWhuYirjx9ASxQZmiCr4JwaNKEAaTG1YSDIGz37VnaM7/GCFYCIbrSHqfrO0pdzegUemTCxNmIO8NS9fs2c3lqKRYuo2KEmwUJobXh3VFBvBmkMFnUYfxbiMzn8FjtYs1kA2Le9a2yRRVxRfBtWobwv7n8HSDawSmpaf2UfFV9Ptm8HEf7LS/BkdJjaoE11jRcI8qDRWKCYq8rKOLpuTETamspzCehc6ZcwRiUNvRID/dQZOybraDFGWwaM93oZzA8gRZLbOAZ0XK8E5qDJg1ZRmyF3UdD+NnTCtQbBmcXntVBN09wEymyPI0WCONBWNCemBbYpanmLrz2ROR4ArlHKxXaMpiFH4czNkZ7YiKDNW+lU4io4oIWlZhzps60BUzCS6YIkEgUW0zHqk3bHpqEBhv3VScSWGBmPzl/AVYnG5aYSFmNQrKxaTkbIWL9H4ky4X3aF0HBjxm2sr71TL9Z2AwNWjj8E0dQjxsZhV30U3soArtWMVsXNWkU+IkITHSfcnf617/LMX+Lv6EThiU0MeUMUtSYHkrKEpnrVKeuT2cUah4Wrj/Dvjdh8Pn5ALXCt0oRfS+OK4n7FfLjAeRICELrLVAW0IaddaiiDYkn9G0pj0W76H2BSkLkaGrt1v7glfN+PfwQyGORgsqqXsvg9EGLwZL95Lkr1HOug9fovx3J7bTnKhGTZbfWlb3LfnM9ksNfqNhZFxienJC1j5J7OvAXSljwtJ1T0q356MABymFZxLQujqi7jF+T2McsgR2qX2DOVNZ2ymz5rg/fplrSRqPZrJLs3O+C/SrV1SHl1rRLWk8lRgEFhkd9f3YjbatQ9cy3TKDedxBey1jKkUIk6/b7z1jXPuf2QwIjZqam1pBkotSKrt9SUxfqHBN95KlstPfogz3Dn178772mG3pL+LcJWnYr/RM3ra2LBfKsmcI6Jsv5vbr+fikPie3Bu/DJt8TCoOmkZqw6XgHvgoavrx81/nnivfgXftehbpsP1NLmi9roenPmbn3RXw6Q0R43nnPI1e7qXFe2mFfrEJM27qGnYm2vEJ6Fa2A89D43K1NsSa4n5ZWB9OuvZSyYPDqA3sciAYAsyzzU7u/qDJtjsBYfEwM0aPNTYjrMtEfu6UI1rbCZE4l1AS6HXcfvCnadln1WLfEI6yLWZvxTVLCD1USY+jEtolAWgNgU+PFsN6/Ey3KTokTO6OE7FEihoPqhEVTsfTTdtwbP9yVwt+JbahsCNR2GkjPhAW7HCEEpVsjgQl2lDQYjt0eFseOPW0H/tGTc1xd7bXztT9ZMa9mVCzY47CjpCKYzE3MLI5hNsMf3Al33tv2ST7+EObKpW5eVYMlIgoSxc4Mt1z1sgf5xkHj8M4H4UICc4oNvv/aNMF9SoIbmnvwlTDfDaPuGopHP4KpV6x3ztMcdL7yxfVLVNcvBSXidIYkOlfXyNUnMdMpPp7d0SIu0A1mGYE77gmp0W9c6e9zcQ26/fOwf76bX++DpfT4RmSYY/1NjR4dBjrjBtkvqwky3wnWWO97O5kA3ha4u+8PqXQXx9hPfKTfVmuhmoTnXXjee0VXy349Gq7X12+gdRa3MJ9iiiIKIRqEDGtIqd5SrIcYwXuPiUHRKXbDVCV6eAMHyME5bFUFV6RrV0Mfmiac6ZFcUMvOCqVi0NlOSOe9s9cKJCm+QiL9BhDvgoC6DJn6fMwaRhbIbc8dUGxzcRYw97548/qnCKNQ8TRw5bi/4LtNIggUCR7D2hcUJkx47cKwlzToFkuAqlBLQUHT5pGvNcRE1PFcilSrzwQLZcC0K4SEU0IpIdDPY2g0WE8UIpccAoYaW2KzjSjxrWmzSZ9c0vZACDRK7kQ9//YgEvgoEGhr8ieepZGeJ/6eEQZNtpsAoz7ERLT8YJ95DaPQZ67TRpDPQfd9W4QGPSo63Pw6BmJTTakYvClYFjtUbomo4sRSFxOMW4eQbrdExeJ2LvTapUVFs3OBcnEjBHg34UwJyesfZB/pMbfedUzxIINLe8+ZWvz+GAGB8G/JKtNiWx1Ipt1KDPkgpmFbG4YEr22T2WxXYp6R7kUTsliRIlxLwkc+Rj1GH5B8tUnXxrwd29q7VTjSllEbpoAdBh9ufN6GbfPV+z4Yl7Qp15HhKcvQBN/ENRRjMXyKnxgIm8N6fOYilrXVX318e3s/jXBj0XXdZwJFipcIEA4XhvkkuCs1Dk7XwsGMrTQlWC2E2sc9Ib22KmEdCi1TUXtLYRyWELA9tXVMDS4hc1/MdiTqmdZHOFNQ79xBuT7FulUQBpyntGua/TswqwV2eQQIrpphYmIIV4VAWvEOX1S4ybx1oXPFtHWJzSEopVvRyCQk80guqupD/IUIdbVD0SyD+5QI3oesNPV0H40aV0ERX+NNiceyNhNO7X478LNiTVNbHBbnhZSow4jDR3fWiXVMbNOWVxgwWrMrR+3r0UjfImLxTM2SpZ9x4uZMzIqTepIJFHFuVxOq4pQbxUXECVM9xYvhyJxjMtnh/OoxxDeIc+jeRcgTGIig978UPT0JCi9j4OQYXXeMe3N8upHBxxQ26lGyPXK9DgxnWQRXmvkuNGv8XS8IsTHtw5bmngcwVx/vCRQAzbm7savTmCglW5tFAXv7yOH1IFisI+2wBWY6Rddr5O774PBGsGoUBRxcDJaKsgpKvNOjwCNMd2AyQxdHnUARxwJjAqM7nfZjB2wB8x1kuUCnBdTL8KJMpi0zLbM5uloGC48twQhar3EX72219zrbxd3zQEj528Qg7rIKjHcmBLQpaSMSk94cn/YEClXFnS5hZ4bWDc3pAjufYQqLa1y756iG+EX1HpcJFhoDtjkXArb1xnXcZAJRoADg5Kjb94YZo9Qjp0FZwOlxGFdjopVjFd5L59DTk+C+tl53NLpxG/u2u3GIvfOuLr1u6kBRhoNpd8/xTGAUKp4GbpxmitXEm8Tfch6lMEqtJbXLCZ1uubfTcIHQUGZ3h5Sw+WE96Zm+LSAw/0MfzFpL8MLcBB/Q1sxswKul0mXgyc5I8zfELWVPFMHH3OddCyX73okrQ+1Iv4dBsAjB0/0Nrx2xdDgdSYC4iduWBEFgi1ixWW52bdiH9DlYFxRvClZmt1fOYnKOWXOKLyY0qjEQsg9XzTofVlXs6Y1wknL8vtHOoTZcB/nOh79ve36rL4b0O3wWcs19uNBnzId/TSb0bKtz49oZ90Tze9fWQWOLImrZG9qObBOQkrR8llBz1uebCQIMBArYnIuzns378lTzdYbZWiAIFvV6I8C7FZyeClG7uNXic3ztqZ9/DkM1nGrdfYe0EPNlKxIsGMfLPkNwvAoWjM1y019D7RSbTYOH3ncIh5mKcRxUq+6wO8Ju0dJssVyZ3c+uXqPUhnWKU4gVFm7FZHkDX07wGePQQHA/2iK0O5OCSGO/1W/QYKsO2yz6HYOO1hqhsYH+iQ+KEDfbzIhjBERrrk/uxm1hQSa2xhMEqCk1yyYlxHAU4rCSZX2KH3bsaXc4Xd6mDCn5iaPg2BVcXe1Ab9cJPXXeYIxwaC5ySPI7V2o7ZWIaKr+gmZ0L5xG51YbCRx54cbASqcLpEf7DD7U/+6avmW/9681m2lWta7QqKe5/sHWpcjsHm7SprGjufuFGfwGa83dTXXus30ORcBgbINZiZ7OM8QQuXAyM+/mLYSxt2a9zvhtcvrI9l3km6ORtI47ukP6Uocywx80C41xOeoolmc7xtoBpFkCf3wPo7j7NfIfyymOdYiWn+bqhag2Xm6Y7vyMbF4D6ehdwnTItJaEhzZNvD5YE7wdnpWjHf+nlJ/vzKplKVPpz3hsh1WCxgLZfqgrLjEhlB92cmTJ3XcO8z5Mggj+5vkU9+qnBKFQ8DexOgoC4WoOqUJWwM+27LImAUwm5l+KqqZ2hcRZXNExtvoFvLoxVEwKORRSvBo9kJvJNkphymm/jGy2B2erzg2HzaKTEIj0/2VvBsP6zIFt7d+uIolKstNvwgt9sRtzglhioTmeb96Bvk0n1dQxGX+jrSgr/zbXA6QTPxlYsVSn9CgRsOui617fEhDrMetGafVNfNsb4LE36hjBxxoiLnJlF6qblnwXVyMxmQYNnxTkM27iNud+2qHqMfWSS4wFAbV/SidgC7cFNZwoCHrJzY85sy7DNN0OexraNkRkGYm8RZM6ai1sRBIbIx6kdly1ZsM5CsrAM2zTfki7x0wgiwqz0LIPSnUmprJtgIejckWRjWlSVdQ1LFWalbgxzPh2C0CiZsCCop88kEw578xqY21qDf3hlaqpEPOJ6bKgoyTStgDcljZTU84rp8gZlzNTU1qjaW/bdbx0DuH21Zy9lpC3FehHccWx3irB1K4xrcEUVzuw5oySfUqGiWJpWNeMoehYf1bxF0lLbvDRVeHRxkQkrjMDSV1ijnK+O2jE7rqdcXe/htKA0DaumYO0FVSEpoZOni83Ov8j1Jh7DVXsnB3qFStZYEwS4IcTHE5yPrsPh9d77FPz9uz0/japYi1uuwqnQOaNpDTQ19d4F3GSX4BrdLcL2+TNebW8L1BTRchmvLU7hxrWgfIm0oTfKMaCbahLWy84esCmIkj1DnoUqtkoiPexmj+4er7RunM067HNigrATk6lIuq6KxliRpPjyMXOTcTVCSIts3HV0vhe0+4sT5NrlMwdGfQym9zEoXuhciFJ7c9dc50KAfWzPxlkw2Xy1AoUq7vCIYj9Yw9IZGJp/1k0F8HBsVTXM1YAmm6rERzPqhvt3qBCqMsbfFT1iJLO94d2fMtxeFO6IHu46gNNFMI83Tjhdwo3jcDBPm6FJ4Wg5bT833rBsSho1nNZl9MFNyt/+4qqdpdESh6HRMp6zEFKxtl4S2rG1VuIJCn2RFwjkuKDua/o1nfIQiICTsCHpxtOJyd68lv921vX82q1ieL9CGqTeorVxM0q7gDJwOdnalqEOLn0MJfvsnnQmRSdUbON4dXPMJG2AMQA/pul1puz1T3M3HWM714PEjN4yQ5stuJsJFJCl1Nuiq9Bb0K6fVb9r+oz1UyEx8Rv16eZ9w99TP31KtRyZ6JTmL2kKoS8PDts8/J7/y++52ZhoVnd7zW8KFOn6U5V7lqVpW7vOan/elmHbboZU7mDTtHc+/9aefw7j3nOCDTGPWAOzKqT3FrQdPueVxoUx8l5ZrhL9h6tHuRIiID8NOh2O1yk0wj7R+O4gvfDqepauYuknODU4tSzcjLUrwvRGOqSmoKazBDspcVLgTUFdzDnavZfG5NbxEGTb0cpYp9h4AGpwbW3D9nvrLf4nfrf1AqMO49YUdciOU9Sn2GaFUYdtYgrtYV2xHSflOUK0wxqDx4hi8HGP6u5N9r+0NzY+Sx0e98yTumLhZlx3B1xtDjj1c46aOY+c3kntDIf1jE8s7mThJqyc5cZqytIVNE5YN9EDWMMJ6c6HWJe1L3tzGSxFgaYX1uOloLGTEMCe9c9HKw8QNMTeEbanwEDaad8TQAApLMYa3LrGnS5brbNMKqQsqaWk3r8LX81wxaxnlW+hvj2xub3uPWDwk532ui4XcPlSUAKp9uKuerRjuYCjwy7A+GYW0rSHRbe45FqXCxhtu7wP8QRpYIuQIla9D+eB2GhttkX4LoK3Jb6cRldXE2KDojeCL0Pwv5/v48/fiU5nwY3q4AJ6zwtABDMfnA7vPX61DuNeFm0qdFsWXcYpGwLfk2AhWSpys23fjKgunGvn2p2c4td139pRd+eb5BaV9Axi2s9ax3ehrrcKFRgTsncZEwjWYI6Ke+4J7XZNENza5wVz/t4z+/B0MVoqngb+4LGUQjVNZiBSq1qZTQSngfwvG8sTx3PmVdO7F4TD9YzKNBijuGiRqIwLRCylYe09A6C9uAR0c021VsRIsAWPNwVWGlSDXsi2PHL3oJcS75qNg+SGn89isYabR5/hvommNJPiz7pToNXS5DYDq00QhpKfMmxohDvrQ1bfTXGG4LGlZUnMCR7/md+6SJt2MdwY2u5N2eZMVwSshHtU0XKCrOJxvpqdI7DRvFxrmP29GYbMZrSmdM9rx+jf6mF5w3H0PqTH2fbbsI1nufRInK1IZM9Ww22JCUBDtpFt9dzKGCWz9u1aCoZtuRlywcJva9NgTn23nvIDFMnfllbDcIZFIjEMZ/XJZVad1P9sHbhPPET5p9506318jkFV+cS1SLWy5VJYz421oW5oz4qoG7AmWBfy6VvVwqVrsDPtYt0nJRRtnGdgSEMdHU1XQrIJjRrzNQXGNFED3VG6paswJqXDtlRaU9spTosQL7Fh8VNOZxcpmwWNrbA+WAQaUwY6lYK2JcXFGVQMRhuK5OaU1pb6QFq9w/gakxhfQNRRrI9TXh4guKtSL1BT0BQTlGDxqU3FstjBm2JDoxm8SZSKmhXhXAgr0LiCRqXNorVyBYUoHkXVdOnKB3TaY7i0usCiiWcXINl89T+nv84Lp3XBRA1LLBPrKE3TztmOnrRtNTicrdBEu8UExZAtMa4OcSTzXfwTT4YFYAx+tQ7BvMlykWUcEkCdw+zMsfc+P8QirFc0d92fDZDQyBRFaYo5jZ1gfY2ow9vgJmZ9zWTdnaNh3CqkElaPHneuPS2aBjUGM8w0pFFzX002n+mNNGxwBJkrRQpiFmgtF9J7ySqw2vav66vFS4lWsw26FQ6OCwfzqS3BrVGTWcZEQrar83cgKEaBw2vUlx7HL9dxb47kMivXlMXGPpGfZj68lh+yhwjudIGv6xD70MR3smlwx8fBSqUedT4cZlhY9OgImUyQsgxjk51BQkyucVaMYxscXsYsZGUZ1llZYu+4I5wtksZioCzzlz6CefBVW8t9uhiFik8SJ8vggxu0KJ1LkYhQO2EWiVhank4Ny6ZgWgyZNWHtMwKrYOgCg5Neim1pBXus9XaeIaSzTex0xjgG/dtWHsNjsuxIG+w4G5matg1Q27qtJOeMB6QX0JU/k0oZsthd6/om3G3Pp/7clFeM5tVtuAn7RzL6adRpQZiynp9vVkd7OnlcOxqvS2atykducyw+FcgWzFnnJXwyVotPFXKhZ/PH7p7hM0+3zbmg9sm4IN0Ohov2ZhhaLUz//e8+Z2kE8/u972fbGpadl58LMHDz4P3nOLwq63WyeEkn06Y3MMl22XCkWNuh0tJ5YVlDFSd2XUMXGtfFjW0MdU9hJO317C426V9kEMTiRSi2pOdsTIWWQQG1MhM8hoIGj+DUUrEO9ef0qOdt3RdorYuH4nkfzwwITJhdnQYNsUjQrFqLGIusFggGreYh0Fh9aI8khmxzLYokTbZp5W5Vw9olQQ9qhWUtVIXe9BVd+yoq5271PQ7KvSQELhGMeKxoCK5v6XHYQwMt77NRaizqYlxXSjACgWnU4O5iYjYk3RK/ZGYzzMFB6GzKmpQsASKImHAWkp2E4HwxiK+DmxOEeJacdiktk76NNiogzrPVyf6sw1BvE6KppsFMtMqRbL/pmKlo4X9qZeRWqAaGHcJ47Ozh3WO9ercqLwu7EUx/1qGWXUxMVCwuVkhdt9/VOywF2rjwmzUYa/Gnp/iiwJYFzdExUlbY2QStG3zdBIuWKm65pigHSWg0nJ+RTmlHJByMCMG6Mp8jk0mf5kNM6hEsQTrMuvUpxChU3CacV37mN5QPPRK+S0tbwuKaVGEjiRnh4vsQXhq7VTDYzgZ7r9HdyWDEYQY0In+mEMfUrFm3hwd1xG9igk+twXcZn+I9isX0z6lHERozQXw4+ChtJkazrD/qMOoH/FBGHFqrQ+4Bm2khegSvuy9ZKtLBM0QC3Ltn8LwCTmKQoRKsBlGCDyb9kDEk/M8GDcdNeMWOdqQPPXEkY/HTudqm/dwjjlG48Fgci3hSuWBq16ZdDIUGYcjboEmy9UnMwNSyOKEfySdSY3rZ7LC3nl9muwFlDGROqFWzQ4dMt2lkhwHdMoYa/aRp0mB279V5s8HeNhl5StV0ImheVp7xarNh9N6SmwkZw8WwbY0+FUTopedt62xZyP69KWNVGu/cciGyPQvCNmHprKkypn9IlXehnlRuWXXzvdHerD5oM21J0pZ+muFkUfOHj93AOeUF+3BSV6x80MzWjXD5qKCwvUyNwObSzpdKJ2h0J2GntbCsDdMy+eyHtWFMCuAO906LdFBqn55UpqGSwKyWrLAmKSSkJ6h0RhDhujsIKcPVcqIxYFM9jYa02AbHPcXjzM0yPC/Cys4R34R4jHZ9eGy9wjQrzOoUe3qDli07vo404aBWWqsHMJkh3jMBfFFhfMOeCOvpPlceeA2unBGlt2zPEGoq1MPV5TymlIXlGi5dD370k8IzqxxXjywP3tfAlrlo+VJCDIuL4x1+C30yhvhOhHEujGc+CbRr5WLvfMGyqbDiwhyZfWzlg4XA1uwvlt0sxXfIzXbx0x3M8hizPMFMKvwiBNgaaynvvovy/AEAfrVi8bFPtMKFpFOj6+4wWnt6iPV1sH4AvpxSGcNscRUvBrNeYAjCJda0FMeVM7SYhHMrmlXYI3b2gmtTu461cwcquwPUNCotpKnR5WkIlt5GD9uBbyXxTanZu5DGNk5Umy49jZmL2viqQWKCEgW0mFC4U5qiDAcOJgYeQjbI9Lz6IDCRpcpfLTFH1zolZdT6Tx+4H3clnFrslyvcST+lrlhLsTNjfeOojY9os0mJtOdAtPeXtnWHUu/xy3VIAQy4OqxNdj2nT1xFY0aqyfk96tMlzekqkOVl5NGqEnwQFiQehiMCF1/9Cuw0HJrn64bVk1farFV2PqM8f9BXNayWyHod/qaLuU/8bOcZdWcdYypuE7/2+7QCBXRrOmEVExD04xo6BrjTvCSeotOGOS/YyPT6bGqGr3JiZ1uBwq4RUSpZt78JytQsOz5PDH5QkmJw0dGpfSqZ8UzVq097BCVkoeoJFImx6t3XPy26u7zZI0hBjn0Gry8EhVardCPgsXgJhvfEuKdnu1FPzH/HNuXWwIFlMBufbkPPWa58vDb7kT8fxshnZuW6mLXtRRVxwXSdnve2DHMVD4lqBYp87GzRjYExHZOaM/c2Y1zTtfS36ITFDaRy8vu34Wa/p40ifYa+e81Zg79NJQzxgKP0u4bvZ8UJtIzyQFDI51ZSu28iOHwyFoqNR2SzLYO0y4EDHYzlsO7btbyk01uTdnM4TnXmX9v6N9+kDgGazYDU5zq8V/7w0SBQQBj23WrdursUVplVm2ssX8ZpWad/hU1xFIqP/vmdAJHqlc3vGq7MigZrFIvr0flSaqa2m4OGqnu1IyvlY/amsMcIh26HlU440V1ONPjVe4VGi7Z+j+Gx5t5wJocIa0kpZWVA88MZCWa9oIgCRRgED/PunIc21awtkTzotenSX5bLQ84/8lsEtxQXLLsalGinfoZiuLbcaeMNIbiRHcxD2atGuHpcUDvhkSdMCLTW4Ja2rtNeCqt1FB5Q1nUMsqdLESzxN69hknYm7ZGytL8m8qUGp4LagtoEodOZkuPJhWwvVGzK2ieCn+7iiwl2fw/Z3QURyovnKc51SQ+kqpi+4L7QzknF9P77gpY7c6csl4dIjJfIT60GQnpfW0ZlXEfvRRVbL0I68quXkGV0qd09aLMBJYEiMah+tQyCXRQo2jYeXoXVolvkKcucakebiQsvzmVSXsmWeyTR8uyfqIaTpPMVF+NyiuNrSL1KDFPMThf6KutFOD8k0njxHlyDObzap5uRDvvjo7YtUhaYPMalsNidWRjXwQmXScAQ2/EYYk0/YFsEO0mxOBpTBSsnj19pBQqA1bUj3GKNq10rUAD4dY1PqXCb4D6lXrn2u39IfXyKqrK6fLWXBtedLqhvHPUtKao9wXFDyFucoKfHPFMYLRW3iYcvb998h1H8m8kBAvFau8TgdsRLW+FXOKVkVtZM2tNDteOBWkgUGlYUxkeNTAgqLMwKVcWaYTvTEXOtLB+vhpzg4FrNTmLw2xd3W38zzexW9utWNb4Z49tr2eD5TujpmGWXUsdG7UdeVycOpPHqPue/RJGJLhh72BJtn/ft89J7/oyOxf/6dpNJ/aqLGdatmKyPe6IZIkGzVEwxGq0b3iHDGAHoWS42JNungipbU+4O5yyVnx/IdqtMuPp4gFomoHg/kLaz+vK2bWvv0E0gY1LObk+2JtLhfnkfc8Hrdhn37ZUO6h+0ZXg9tWNozRm2RbaM01PBO3pnTgzrXa/61oyngF67dOt1P0ewqh1uENOiCqVx1L5ABCalxw1erTSUyXqR/76u4XTZHdtyfArn9qCMr+vwfMiO4nr2pt0aDzEbwRJRyZrCuGwKY+SW0lfCENLONhTcaPbasn3mUtllU5JeWY/rfVy019v7Cq37lE1iLFjTPzg1+ZJjbAjOzQcpa5uEytvPk5NrnDv8OHVMh7um5Iq9p31la58J27G4SaVwGkpIp4yfriwffjQ/II/eZxGNY9/fcyHEyIgE60XnRpX3erA2gInp06G6mHO9mHPu5BFKt97YDvTBV2AvfZzJhZgRar3srMxx/OxsyvzlL+7mcr6D5MoHY7ue5YqzNDAE5ZPke3H8XN14HHN6BKegXGl3L18U6NFxV4YE12ONJz3nwc2iily/HAKnZ/Nu90sC1JmjT8yytBnr0xvbeCL0lp0h1u8pj+KBexmv0N6n0XqffvND9Wk3JrrumHgB7HQSgp3p3iWXrEaJl0jWivhZynA4ngxe5nA4oek92ynD8u4H6VaHhCXvWAa/WnPttx/CTktmFw8G7zy44xNMYbHzWSf4QG8t9Btq8Jcfwd774GZlnwKMQsVtYmfaZykT8ok+OVUu7vfnsm5guQq+pGXh8T5oq0vrCUJxd/O6MVTW4bXLNtHnzePhcCIInooaFfBxOsN9/YOuwouuvW+DHiCZP0X+0voojAyf0JT6LS9zq+ba3+S3RCT6KVl7t7TtCSOfsiSEtiWBYDu2iUSdmJCXm2+2Z5G39PxZJHR7Tduw9ek0FsOAs60FDK4PT0d+Smxj3gnChhHaLFBbNrCzi8wIaG7x0Gzd+ew6ZJpy+v7+TyWMniV8DHFW+3Nh4qz0t7dS7lMJJEOBAegsetoJaunwvI0xi3UklfjQkpQ3M7fepMwlNxvHpPnT5HcrZy/lanp2H5+jsHZ7ZxMTrhqy+g2nT1VZrRTnu2BtH2MyJxPBtAK74hys12CNUDsoLZRbhjJNucRsUxoe72RjaBN3BAWSp6bEarA357LjsglM0qoRjlcVqkJlHYu6wHlhVjlmlbZ9VGDlS27Uc3ZsOKQzxNW5AW1S3HQHmjX25DAmZSiCO50GplnrGm0azF7nSpPGTJsGf+M6MptjrKV67CPouXuQ2ZxKPXWhHE7vjvuaZrSZ1hKxXPtw2J0R6tpTltuDtNP4t7tepvTrTkCWTNB7CtoW0QWFZ9Az6HyaFGNQ56MAZsj9FnuBvkA6sZz1KpTpXVgw21xZ27q31J4EmOVpmJ86EwDSpBP30fk8MKKtVSHC2q49Td0x0T4G+ac+pv0qKrfC2aLSCja9PWGI/MDQbb9nvv+dy69B0vWYTEKSwipaPTYgEmhoOtxVJPQvE0BSrIJusYC3ayf2R7IXTlr3p+SzHIQQv27wzWZZy8Mli8sLvHfMzs0opptsuDrl+odvsD5umBxUnH/pOTZS0tKt5RSvo01I8FDMZptj0Bbukcn87N+fJkah4jbx8vvg9z7eLVqJ6v00uU2j1LVy5TrccT5sSOtaOV7mxMiQMpmtasusCoKFSNB6qRjWLi1cZe0sk8L1aInB4xQO7ElLgNdI6zYl6rMTvhOrnL9sN2OGu2dCZpAkonRa93TSN2JRHW4+2wqTPjEcXs9a1datmQAnHeMXfos/ZkFyubk+CBzp00avtrDUHeO7Lei7f9fmBrYhZLZtCrnmw+npBK0PivE13pZYt+5rXbxDTcrV3gk5krW5/WUbswrc1GqRNqVhTAV0FgkJ8xpcaAYpUG9W7tbv6Xm6SW3XweCZRPS3CRafjJAxxFlrMP9to9ynWV/cdFvhydjB4XSm2ziNjWNgu2uZlSbNuULruN9q0ZLLU4Jz4SRck/kFp/tdOOm4dSODjkE8o1v2nhc9dX+fY6gKS1lW1PW6nU6vwrIJ7iSqcPXI9nzvvVdOTn0vbt17ba0Vq3U4UDdk2IPThWddC+fj9xVQFdD3rghMnlNlYqL7q5c2ZqJWOwiiDW45RiSeW9S0lgWP4Ua9w7qxXD4ObjqqsG46N48bi5KLu2t2p67tZ+0t1/0+J80O5ydHHBXnOWgu92iObVaoKZHDa2hyVVkTgrW9xy8W7enFnkPM/kG77lDFXX4SbRoKE9KC2tXj7Fx9HH/+DvTCXVh7ITJOUNqatZtk8wKXrgp1nU558PGYBR2c9dit9aAv8HgnWNtdb8ccafddr8piLUzLfG9vmw5R6XZYz5kXiy77lcC0PkLF4MS2p5ZDYILVO9zOPvbwahjLogpuQakFIh0TW5ThffUeoisSgBzfQPfPB2a2WYdsSBmjLk3INoR3oXxATg4xi+NQZ1mGd3tx2s6nX4STe+3Fiz1a4pdLWC1RY5Fq2tVji9C+lJEoH8ZE3Deux5Vz1rlFUQhpkZQq+fecDuZ5l7e5vqbqE43PF0YSjMqyWwfxHq3rkNJ2ndKQdzS7L9xLy/+EORNs1Vl7xRrcch34h5imFh/OtNDI9J9cPuHyhy63m/jxpRMuvuQC5ayM1Rp843nkXz/G6aVF0Jd6OP7ECQ9+6YuoFyuqnVn2XoFrGjhdUEWiok2Dn07bGBk84UyOdvwF87yXbo7fpwijUHGb+J2PE9MLhu/eeUyr8dJ2s3nyGizXyt6OZL6h3X2NE6oifF6sDfOJx2tIczexuSuV0KjFN1AZ153AKhJOESXGIgATXVJToJjWzN69ohlDvqVf8Z2Jt3b6/fQSddqYgVZBNaYhdFtZ9V4rbqp1jznU6YSfsL9I776c1W4PUNpSrg9HBJKPQB95W2VwbSh+yeC+4eezSg+igJMSRbDqMRKIvzclHmFtp5RuifUhI4sRRbQJ/hOJeBobCULaLLvPoftDhngwT9nG3p4j0Wq7hV7K0rYD2uXFHJZ5q2gFzy3DlYTC4Q95toptGvvhXN8Kc3+z54fX8w0naoC2S5dbxizHcFNL5W3LcZ423J7VpGCYTjBfheq6/Pcg27MzNU3I9BGz8WCktWaoLbp3O/WnyQlbNg+quEd+n/LVX7S9r89RrGrP5ZOC0ghWHBoFCq/C0dJw7aigdsm6rDgnLGvdGGpjBO8D9fMeTk49ZWFYrcO7szMz4ayv+L5dPVLmE2U+je8zgoinMinNKEBISW4kpFVNWvUEj0E0uL56iqCyUKGhpDKeJ06TplKyIPOOzl09LrFWmZb97Em1Fqx8hVjhmlim/oRpc0xZn2JQ7NGVTd931+BWq1agANDVEnfdYSbTkPnm+AiaBjObdZrt9Py1yzTn7+H6/HltM28sgjnHGjhewOXrwrrp2p9ev9VaiWeXBcFOw3evsF4rZQmTSljXnqIw4QgEE+Yi8bpxFjlcCOtGmU9cTF/buVmFOEhLYZUrqwN2yhWl1JS6DkrAYodFuY/xDfP1jUjzPIV3iC3wu+cw9QrQkNFpHeIF1EYFwnrdaryH1k9xNRxdQ6tp2O+Pr6OTOSDI8gSx4fwSqZfobCe4Sy2OuxlPEzyZIvU6KBWqCTIJCRt6btvTKV4EmWTpSNNfVdDB4m8Z/Jvss6qdwig9s02J4+ou5kx10/KeP3OWEiihiWWlOJNknUhZk9rmK5JoZKZ4MWWJOofWTfs+5tYKMQYp+q5OqoqdVLgYWGsnJW5VhwMMRWhOV1z98NV2WCBsx9c+cp3p3ozTKwtmB1PqozoIFNDq5I4/ccLV37/M9OKEpvbs3XNAURXUJwuksOztzjqrBdBcu4aZz5EsRa7YwEfockXzh79D9ao/c/b4PQ2MQsVt4mSp7RoNCNaJwA/0X6yjk+Bju79HbyGT7NnpM9oLStv2fno1OAUbT0OAEKSdQwQqmniA0e1P7U2Vwa0d3vWbJ11f+gJM9wLeVMPcKysGUw/rOINgbWX8o1lbb+IS1XG5uevWsMz8l+FdN+vP8LeYcSRu/BN1YAqamP4PVWoxmCYckOONIOuT1kc23DPQ4CThYGOczmpSxjimSc4FRcum5icz3XdWBrlNF6vU9jPmolsmg+s3W4jPIFpB6xbg/XYB4axyblr2FoEtWWyaLfE0EOefOKc3aWciVE3T1xw4F7SXvTKzzRf6a2K1vEklz02Ew+iE2hfUiV5Gcnb1qKRxGbNlAoPp3RmDnU3heq00TScgbC5/4XQlTCrf8lnbM/1Kp8vZWmGHRqv2fmnTnw7pVlYusKwt03K4vrR1/6rNBGdKZqvrIfsfRM3x5nrNfdVb1DW+rvGrLP5py0nEQn+pqYKL7XcOnrweFHn9J7r6nSMcSBgv5ffWdYhPCe5SihHpZVzukxphWQvWeGaT9Hp1gkzIC6UgllM3Z2YWlLZhVe72+lPQUPgajOJQ7PIEKUq0KMMZRBDOUCCbRb/l/Ii8x65pBYXQsXXPdTSkFy2QxUnXuV4BEt531yAi2Bg4vg1mvrO9ETfzNNBcUTVs/EBh037e8i61h+Y9BW4mVLTmLdd5mrX39p8RiQkJNra/cOCdbxpky5lXSEjt2zv9XHJ/gu4aIogVXO023KFEoFk0XH30OgCLJ5e4o+177NFjhzRNPDPENcwvhHkybB8Kf3qKFDYcgJf3XAyar6VPMUah4hZQN8o/+9cr/u1DjsnUMpl02TNUwwZyeFhz4UKYcBHBOc/i1HHDKWVRMZv1j28PtDWmPiWkzAvZRjRTVPQtFkaC/+HErqlMw4opjoaJLqPGSnCkBZTY4Z5+88w+anYn2Z35taVOKFlT0HQ6L01bVKi/MVWs1UUTcYz/uBVGUVPiWIOPJLxj67vdVQgnv4oqIe4wRmS0wW05wZLB9/5Y5Ht2LkBsPh96lT/V5+f6msTuJc/yiYi0m2XXF4+KZVnuIr7BqkNn55kdPxH6Y4i54Injp0FtZgxmddKa0p9qXFvNubFBI9TTtEvs5oCyGgOm6lOsZT8FHxCzU+l2bXny1R3Of1tvthG1G02clV57brJh+SRos/2e1H7XdMHJG22h38a6Dhu3SPBJTu+uc9E1IWrnJhMklflUa/yscdi2I6RrRdk/eRWiMBPXerI6pWxPOYTN1LHDOlLAP/THcbg5Xrjn7H49x3D12PPbH3MsVsosy1ac/l47Llr6m8ZjvfYs10S/8kwJkbnaqCqrZdNmk9rdLSkKw3qtTCc5Y6LpEF+MeGalx4hwvJ4wsTWlDXQ+UYkt0WxtW7ctncZbKutZNiFOxgj0ZSGlsp47d1bU3kRLSfdraRyingvHH2V3HbLoiKsx6yX4Ghn2X5WNaPYEa5F4UrFMJjBgxBTQomR97h4uNo9xWh4gAvNil9Mm7CXTKuzB+Z6bG/VSlq3hOZIpD4Pz3Z67WocA+6IIwlNhJRNolJ2pp8hcpXqvKkqj0h470mjRWjLyDq2LGTVTyiakZTflCcX6JMxlUcX3LFNVO4/M9+D0aPsYDq2imRtLW+mQtgyfKatA+yezqMU3gWastygLhhaFBBctmXmWx3b+XRjw/PyDJPRUk76rZVFGOrzlXVIPR0ewtx+bn72Y8XkF9OQ4rMvZfKCwDffm/JM6R3P1KrpaIdNpSNkb61tduc7q8jXw4bTzyfn9LqU9gFfUaL8tceiTlbjjhTTsD21faN2eAHbuOmB2/gaLq6dtMXv37rFz5w6IsLqxwk4Mbul4+BceHfQJ7n3N8yl3SsQaJvtzQPGNp5iEPdqUJWYyCW1zLgjz83kI6sqhHnvPAzxTGFPK3gL++S+v+Y3fdzQOTk4cq1VHQJ1TDg9rvFeOjroj2E9Pus3l+qHr5Tlf17BcZYeeEd6ZeZUyPQWNSU40CnEURqlMTWU6k1xDwYoJCplA0WdcNbsa2te1JX1WFRqNm6nEnEXa3bPWEk/Bihk+c/D1Ymgoo0AxaesUiOlpw6alg41k6+eMgLSWhmS9yDZWT3coTuqlQUP2EU3m/Fwz0RcX8kS32wSKnERtxqFkv0k/yG+74kR6f7zErCaRmVZj276oKXCmCDEVvTSyJlNlSvtZbcfshjHb8jk1NJUDYMuuDelvCtRN6MVXZPdMBlGmxnYBfUOVrLVdu4eMdH49L7+9dziY2WLsLWDf/729PvyeNK1u8x6R/qbnmjZPfOsWpDFBwGrRr3O1DAF6EN2VYr7Koeo11TO0bojpL7j8XpHgq5E9I5n/M9DGTLQcVHsjnWtDnpEkznnSbPbmxhYMfEI6TM/QXj7HsFgrv/4HjtNVoCmLdTe2qnDtpOB0XWBtZylsGiXL/BhcnbL15SM3u8wEium0oCjC3CyWyumiz3TvzkN2p3nlWxqiwNKVON/Rta2Cgwa1S1t/VFSowqKpcGo5mCXhJCyhIssGWFrl3oNVOM7EpMNRQ8HzYkUhjgsnH2d3fQVBMc0au14E5dBkhs73em+bPzkluXYNaYgYg5lOMdMpbQB2LiQXJacv/lOotayLnUDHBV64f4WJDQzq+X2oipzGRjotEl8pwRjpLdv0OqQ59BnZcC7LuOz7CqfTlaF/JSGUY8VRmND+PMdQR4a1fcfqYhrS/Er/nZc0sXF/bOnkdNbd0GPmtyhreg3MGO9tf4uqn3a8rEK9RbGZAa5NNz5gEhLNyxNrpN/y9NX59VT/etWnh03dCh/DVKh6fBw6d3qSXe6vGZo6lLlaxoD2eF8KVlbFHd5o21lfudK65uly2ZZV3zhm9cTVVhp1yzXLq4dtW+rDo3D2xMBa3PJsZtNS0e2BQnO6bK+bwmKs4eJLL1LOw5jv3LnD3r17mMJgrDA9P6GYFUwOKu5+7R2dRc0KL/iiFzA9N6XamzE5mCMmBIgX06r9bGfTuJ3H7/M51pjgbpdByjIIsc8QRkvFLeC3P9z03qOTk5rT05ArucnMWauVY712GCNhMiOKwnD9Rmfq9j4E6k0nyaxOmxo2wavhdK1MCx8UAAq1E+aF690XBIsyukWF791f3WCtXTz0iCHNiCvYaRGDQSPhVk864C2Vu2AWNhvifdIRkMAPDlK6icFvaFeGCDnCU3B6XysQNAedMLFdFg45x4NvtKSzIAY1ypZr237JhY302W/cS2upac/B6HEAEvqVSXOBf8hqV22zaAVhwGJdJJTbOIresx61VTbL8SC8/EyBsHP2NxrVNvNFr9wi+V/epE5rw+aXHb7Xoiz7G1DG+Pb6kbdlQ4O+TaDo+tt9PkPw2CYxD9s53KSd67KeZBqxFt7B2vXP2sgR0zC27bfxfWgzOyUB4QzhKwVApj5k/r147ZiOpD1tu9StDzGmE8pTbJJka7n3ORYwjPnI/9qi11d94uOb/X4O4uqR9pTqiuF0HZQ4RwvbZViSYDluXIiNS3Cub0kOEJaLuucaVVV9huPo2HO68NxxIVi5j07gwr5uOc8onOhcZnRDJOwH+RkKXg3eZxaG+JM1npmsONWKizs1TuMhWaIxPEqYFq6demvAqKeyawoJAsZEF+ysr3TrzPXTyLK7D7Md9PAaUq8xe3u9GBy/WobDzoZrqh10H16pV7yG9e6dYEw4Fdx07MikcLzi/OMcuxn/78fP49SGfbBNgtYJFu1Mmi4GIhcoEnqHC7su7W9O+5PSvdrgjMIITApHaRpKGkpZ97qXFH2t5UcVNZaiPunGLh4M2H6PDysEi+dOQesyqto/UyZ1IkeiAdsUN9AJLcM5SELgZBqEjKbuyshpXJ6dKcE1ISh6g/zqcDDORr0OgdOqMUh6TW/fdw0c3aBNFZ/2ScL9IduhR09P0Bh0nvY5dR5dLmmWy5DidaCpdyenuHXN8vL1jWb51ZrllWud2cs4ikmFNjHRShHPCdFAc7NFFG4vwCxDamFblbj1Grdct/0yRrjnT9xDs2y2pqQl9JC9+3fZuXeOGMPs4i62CoKpKW1v7afPdjYlj6noxclYi06n7fyIsfhHHsLecd/N5+iTxChU3AKKQmDVf4MC77XJYASipL21lt61DV5Fo48mSbM8LK9jBISwYXg1OOfbBZkCtQNBjPnL0zNbX+w+8+yV+Iy0TH2u5d4emxDrEU1cdfvyO7UoBVBngg4g0gZPdzmqugxNoiBDx8a8xtSupyBW3RZzxvkZ8dfNp7YLPZp9aMu8aRMGG5mGAwZD7iyDZdNHXhFqKTHagBhWxS7GLind9gPHFFCxWDFoTPgbftA08YMm3WwdDC8ngfMMxh765vFUls1S9fXOYcnbIHGoe9tq1rGzhInMSiHS/yyD+/Lfh2V6H5qWMfVtGlZ1pDTFZ+Jm7UsbctIKDmNPkkABG0IlvXUdPqtqvy3DfuXXW1eN/rvdywbWZk+7ybwOkbfT2LPvew5hmxEGhMaZkMJ7IIc+BWvUYjoxnJxmGnilt8mHi92HwoavjU+vRGCITW9paPc6Qo+iaU6PMlhxVLIG6zl1E4rs5OEiMt3byIOVbh8xKW7POaReBgZwGPRhQtaykK+/s6apc9tdXYfXjAmuOCKIbyi0oTBLGttZQkWgMknZFEdAdOtrWBTRlVgFa8K+tsF/my4R21nhULGxG80FMKLtvBZGozvytqeT+y40UrCcnmN6ejXGY7DxCqoIFGU4IFAEJKMTYmDoYnU72EL7t9KWbUklzqB3YXsIFgoVEzwERIJSqV4HfzNru+xDG/V3mepUAtOvTY0MNOpAO4l+XeMWi2AdqCrc6Sk4RzGftulwVRV3umhPJzdlud3KA8HljO3UMKX/NdMJdloFjiVLQoARTNV5CWwEfmdZcoyx+J6wF97jclbSrJubb7OlYbI3xVYWO62wsymmtGjdYKcT/GrdzeW2ucoETck+g/YP1P0UYxQqbgFf9OqSf/7LfWnXyGZQDnQbiXM+ak6E5dIxnxdotvlXlaFuUmrBoBFzntbXlkhIrVGsOHbKOig/tcBhsd6191WsUFLGo+QuREwrm0dXKIJHw0lggS5QZoKDYtVhpXPNMgLOm5CVSPK9IRFeCX6HAjUTXPQ4XTOlYsE0ti1cC0fNiwZHKgiZS6JaB6OrViDKWfxulM/a4gcCQdvQYQmD0lq62Z2SkR8RGEek3cBpbRL9jS3ZZVLpiW8Oo21ZaRFmR4IQWdGlkUWENZNgItewUa3tDieTC5w7+hiz1Q28xEwvbeuFerqLtwXV6Y2udyI9n9abjaWgMV2wDkfv1pAPQDWJmvR+KsQeksYsd1/KXX0SEjOeL7ZtrkSpxVmq4fD8lhS4qc6khiSkT9XczQkAF7IiDQWXvM3bkDbl3YO+wLWIrlKzedAGpuaQyVYQrYHZ/NgCfFgjIR2hS73dxNZ2SbA6ZQxl248m9+Nx9Pyjc4E0EYAI+/xnLgXhHyXu3BfmFSzWUTgnZq7UbbEHsKqDvNy6gxfCenDuorVw/twEa2sOowvsctmwu9tnkubzIGzvTJVw3pZwsiow0imhrHh2SodXjVmKgGgTVk2Za1LlJjIVYX4L1sztAhHYKRbsuYInVucDfZeQerZRS4VDNRUeWOB0yrGlYcKC2pTMrz+cHTYm6GQWBAgROD6E5FJiLWItfr3uuaO02MKh+zvuRdwa2yyxMaPQucXjnBZ7nE4vkvzV11pw77k1h4sytNVsCguFhek0WkmywIqmUZaZMrAqhaIIQkeXVKUvQIhoiLPQaJ+Pex2E09ZFDGtfUcVx7vUvjpUzRcvoORHqCy/idPduzj/5IcRYjGt6nIMvp1BUyPE18C7ShhiH6F1//LYMQNjrNTDrUTGS7wn96MTQKR/3E4He72G5RQVIcuVMmZvyRb9aoU0TBMs0Brbo0VOdzjDTToOu0SrB4rQtK2QjWqLeY4sinNEkXZpsEUNzfMLq0cd7/U1jsDaG6T13YqqS1RNXcKddzF+xO6fYmQehLasPoFkskcKGNLIZTFUiKNXF80zuON9eb45PqK9eB2MoL5wLdNk5/LK/3v26O+dDfRAwTFW214tpRbMIY2QKg68Hc5mt32JnihihOthj/vy7O0tGHM9msaC+eiO275RibzfwLyJBqMsk5zb2CUAE+8LP5pnCKFTcAj7/VQWTEv7tQw1PXFcOT+LLepYkrxpPag3pCJeLBuc8s1lBWRpmU6Esow/sCqoyHIq0WAnTSqkKjzVQFR4jnnlZb9Th1WCjpqTWkkKSm1LWDgxe++5SRhSnDjA4bN8qoYLD4tXj1bL0FRNZcuJmTG1NaZpwj0ob17F2BarCTnHaChQJa6ZYGoTgopUaogiOsm+ZEKGmwmqTsfS0n30cy/B8zmDlcxB+kcicd8f/DedpoEHMIHSuX0okej33r+DDnLervd6OI1H0yOswqHpqCTnwQy4oifEottViBWtGKOn63v1Y/xCu2qVYn2J8jYqlmewCiq/mrBHs6gTjHZ4Q8KnGBuLsg6ipNroledee+JncfXx7kJBGrZOndWfLDvPpzMuEDUdjR2Nu9TR6lJMuoK+pwygaGzYctyWYeGMConDio1C4LR95Qtx42oWxzSWrLTfXvEXhol5v3ufjOREDRiEUIWhRxqwisd6iCIrE+c5mvZNJuK8c+LQShVQjLSOASJgL76As0KJA1kETldwT1DtEbByfTCBwTVTrTsPnpia3xvTaFc8USOsh5KiWLRKLEA+oATG4K4+yXe/43EJhhde/vODfPeo4XMBj12BZh3EMblEddVENbjAiQlUqq3WYt3MHBctliJMzRphNAyN07lyJtbBYBhfYMst4PZ0aZlNDVSaBooNXwUSrhFPDqinYrTbXpsdQ4GgPv9MghKQThOamn0ShNA0XyhssmgkH9pCCmlVdcN5f47K5h0ZLJiwopaHWilJrzjVPoijTq58YvKuKrBfBErdahtiiBOfw3m8XKNIAREuXVhX+wj3ohbsQpBUoEubNEU09xdkC5wyFNIgxXDzwHC8EFMo5LFcptbuQK8RTel8Iwl5SVpdFF3eRvw51IyHNbCtLS+ceJ2CtUohnVtYUJgUKC4tmwn65xhD2mZy2tCqmrKKmnHN88AJm9RGop1geg3p8NcNNdihXx7jdc5jFCTSr8L7X8VTznqZbeskXNDL/agxaTjoLki1o/cVmO3jvkGQdKGPyjfUSbwswFj092rQwReUGdQzstia8HnG/2EjsMaSny0XYySSejVOWYY0M9gCpKvT0lObadezODmpNOGvh5BSmU9aPXeqXm9Nm71k9eQU7n/UECgiMthS2PSciaevdao0Yw/TiPmqE+voR6pViZ0q5v8v6xlFPoAAodnfwdY2dzzrtv7WY6QRf1x3ZkHDithRFOEjPOeb33sX66nXcYoXdmTERw/rwBDGGYmfG6voxeKU62GV1dILWDdX5PfZf/HwO/91HewJFuwYAW1Vwbj9YZ4Dm+Bi7Mw8uWgNTXPD0iO0rCvyTD2P2zvFMYBQqbgEiwue+suRzX1nyIz+14ug0EpdtClmRVkL1mXTolg7vlXvvmWangAYitlorIW5GqJ2wN23aw5FK47d4tPSPQtNw/BHbTr3uuAWldXNqJd7+3cnEfNrM2udOXMiHvXQTlm7SlrV0tEQWlFonmZm6q3vNDCNJJ9g1KTDS/RYiBicV0guBywLMgY14jY5FG4xMZ3voSkoxIF0JOd+YWwJ67erVmEqV9nr4ns3p1udSXwRHhaPauDtvQWijsJrfQeFrmmkWWKWKxM3Yl1O0KCmWh4h3vQDvwah3n1VDzvMULMckHKCU7nAubBhDE2muhU+a8CGxMwZM3OWHPgZuMB5DJrwVDs7owDZssyJscxEaPuY2BfX22dzakQSqFOy8LZC5KPpZlFKd1sbThjc1tRo3c1TRIl+jxE3bwCwf/1k/vey21L6qnSbzLOEttav/YF8IAVorX+rr4ozMNM9BTErhVQ8UXDmCf/dYuHYWLbe2owk72SG085lhPTizQkTY3684OOjnOSiLbu4n5dblkIsyrL0d8qTtr6XpKpyyopDuZRmuckHZsydcNFfjLZ5z5hRQnqdZjIzSuoOgSrE6xgzPooBAFxbXwyPDDpwlUBjTZUczBr3nftg9YOhmm2PmjvEE5ctUlnzcHzCbCLNJd4/uwo0TM0g1O4RQlYLmOS+23JXiK3LdhI37t1XYm642Yl9cFuNiBkTqLJJVzw6opEHUU1ezjWdEDH6+hzn1mNMs5WcKsu41ISgR0o7hqxlJusrdm9q22CIIHW2F2mVLzBQXG0iB7N61NKfdpYbW4C3QPOB6tQzMbm//laDoUsB73FGfzjTXrj+lIsqvY9piydKwR7iTRXCRSm0sCorZlGI2DalWRSjn/bmY3nlxS0eU6tzBxmnbYi02o6cmKZLye8QwveNC79rO8yScXwHsPUCfYGQ4eNkL6WX5ob+G7XSCnWbz2jiYTNhwvYQQoB2zd+nJ9c0+foowChW3ibvPCx9+LLg/GWtpGp8RIw3xFFa2EhZrTUwPn094fiJo1LCY8HlWrCmNixuOYiIT732uOe9zXr2MFEQtu8ZsIfEnpxJjHwaMzoBGOD2b8HeEVKO2hgHhDb8NGfvU3o5t196G2h+JHpvd67Fs3Jk6kHwM+1rr5ALQ3tcKVv2Wbfu82YIOPhujvGfp7vwJxaBRGNhuKNnsCwQe29kqWBJUsW6NVd8GeItqSFXYNMFFQuNTJgXl54KKRrNyLN1Ht6qY6jDJmaa5iYUgb3zOIQ2D+lyK5kvM6VNICGe6GeWrYHB//jcJAGfd1+vClnc0z7I1dM0ytmvGBveW7s/r1/7v2VW1ZcfEy2CVGGldDzQfV3VQzYK1Qn3I4FXH7CJ5W9q0wQNuqxUI/camF4Kyt8x3EkC8wnx/8/fnOHan3dTJYAoguqOasEkOM6ZuEwy2Id1TWM98GgOjRSls505au6ACiU9gRUN8vvjOb1+1zTpEqyCy1AoVNSnWILlCtfVHCd00a0q3DG6U3mHrRXC7MwVNNe+ekRDjgLVonq5aO820r+uQWjpl22maNp6qZVwAqioIFEkon++Qv0BnxtCpQxzUxQwnJS/Zf4wnV+cQG5jm43XJ9dPyKcc/GVd7Rd9k3gRlWmkUJJXKKqVVTuuKiW3abFqlrNmxi61KvJtROBPjtpxYmmKKimDdmnJ92jG9AKen4d1frcJ7nM60SJ0pq9byq2KC65T6oN2vskXtHSImzCcM5jKjnflemV+v1+CbIHykOYY+A5zTyaeyQqe1YkyrSU9uTqlx6UwFVPFNg7EGfwb5b5+P98tA2WOqEiksvnGYqsTE069VDKYIdG1zDwAzqcK+WFatW6/W9fYFlY2Het8pnZKCJ30W08V+rNfBZy8lRsmsLr2mxNS72pz0r1dVsPqo4pfLNoYEgLJE9s8F98Qh9s+FveHkCLN3YfP3TxG2hq2NOBsvvNdirWn5h5B6MJhdrRXK0lAUlmKQFSB4SoQTba3JiT7sZFk692cNIspOuaIyLp6o6rHGx1M+wwZlsoPvwiF4myQu16Z7TBQUDI2WrdViiLUvCellt51ILYO/AaUNfpV5nnBV2kOUhk/3nYm6eI7eYPX6sK2UATImPLQ6Ox+DuIE9ldYbBhaHoPnYLiImgcK09+pgfDaFFMFteeXa8pPwFzFzJyASN6CQNUjFtBsS0MUyiAlmbRM15iaepSKDfwSmVeNnyX8rIrNriphpo2v7VgY81d9uKIMFkDPYKZhvqOUfbkRnHcKXz3tvQxzUedbG1ovL8F3bs/4kzVXbzvS5Tb26xUqR7k2bSLqWZylL/rxE4W1o4en1NRNiSHXaIETEulrXhmLSfz61uar67Ry2K7dUpCDbbYF7SUNqDeYZyhTybKIq4GDefz26mLaw7xuBsthUmASFq2y4MkGPPw/pXK2yvxPKE1GqIgRkp3/BxSoqlMTHmLZwCFtok4azI7oauj5Qt5RnSKcER6E1xtVUzWkrUJSrI4xvMOoxbk25OmrppFmdYFyNGttea9E0IR3nyTE4F7L2LJd5flZ0tQpa0moS/tlAtwTAK2a96IRhDedf5HBiETHUdoozIRh2ahvu37nMbrFgUnguzlfsTep2bHPkMRXbDJZ+C4ko4/jPpxo/C5PCUybBD2HpShovFFKzX5xE1+OhTT3fgfo002hD5RY0tmJd7eJj6vCmmFHn77FrohAgIVZNCadvp7RXxvTdKdVDFBp8NevojhiwJSrSo+Vtu/JBqNcxJiOjq+tlp5gQCVaQXMnhPT3r5hYljc9obi8rovetxl8grKkokCLSMuamLDHWBpejIQblhaHo6rPTSXB9im1uYx2KAjupwros+qeJA8gkrFmZTENcQlTSyCQGhA+Cz/MU3yneqE1cEC0nUpTBJSn2S6bTVmCRouhocK4MiHGKxlpkOu23L7YRa7G7u11AvDGYu+5GZnOYDVKA7x0g0xjbd/4O5K4XbI7ppwijpeI28VsfTprmznezn+KL6DkScg97r+11EeHcgaUsFO/DS5jW0u605mBSY4yCBrenAG2DpEMdgAbrRgqwEwnkLQ+43mTng4YopJQNn1sFgGpruRBSEPI2YaIryyMUOKy4qIEPzkU+qw2ERh1VJgD1SU/XrvaJloeMH7T7XTeez0l4v6UZO5tdc6C2DdwaCgEBKWytK0EkbIA+jnjXk679Xav6ZQ4T8pJyqyhZ9hDJ+GRDQY2lwRmLV2ljLNpxUcWbAuND6lG1ZWsiVWuDJjsfw5xw5lp13Sw3bEg+xA4kQSFZdYY+vj2LxRnCQD5dua+I36IdS3EKZ7kv5Vqxs2IthqpIZUt5QQgIpvd4zdhNk3Fu+Uh/rQVN2idoZzYx6mdZStqxPUOPM+xjfi0JGzp4r4vA7apvAtORkM4TcU3nMjUsy9Clqk3X2zkf9B3wj39ke7ufwzhcwI3uHKrAmGfDlMuJVdl5gojphA9rhLLUXoiLRiNhEb06JmVH28xgOQXaDSYqjYwoxmh7RgN0iobh0hJ8dC2lK0w1CAx4RAOzXzSdRctEJj6nUuId5clV7OlhcIO0NgTT5laPmI+1d3L2We+gc8FK0e6Lsa56DVVFcXQVLSa43YOQMsQ7vLHU1Q7hXCNo7KR9MM3F3JxywwcG/OLOiqN1hTGGIoYY1U3n9i+xeUmvlc+lj8r5SZkEvWiRamVtpejJ/YHON94yq1ZZn0IijkDjXaZgov2bMnQ5qTgpzmGpe7sIIjTVLnpyOYxXUYItg7AlgiamM6Ho+88FprxBJ/OBkiR1PL3HuZOWDzF3qyW4OrQ6py0DrXkbOG1ttIZHehbdZMM5EmESNJ+wNBaD8xzaNZLKzzPjZXUiwTXKlgWyN8evGny9DiOaK6wEfB2s4up9iGmwm3TWNw476QQ4KQq0DDGYYYFYxIS93GRj2bqLS+SZ2tTrca1l/F/7TN6XQVktTzJ4LpUr9N24TFWF34KbS68+VcXMZ6jdg919TBGUibJ/Dp3Nu3cxCaKR/vsnPoZ54as2xuhTgVGouE30T+3c1IoWFsqJofFK0wTrBYTNZG8HyiIwqUXrZxsI1k7VBAsEnsJEn+qzIIGNtdJkjPFTq+GdprSJ6ZQJ2mDvTiCJpz5v4Y3ybishV7rB46KAVIiLmp2szhj4nW9+qn2xp80tznaeSqGXVa/XtJYbPytIV9sGJdGkywfdR38kB+kaW7lHBi242UCdhTzjvAyuZwJfOihvm2tKpg3zpgBTYfw6WBmMYrzrlawieFMg3mE0BmwbG4N/02bY5bHqp6BLVd6CC9PTQdL4P5UZHdiathU6ZnibYJJfjwu1txK2CQTbMBwb1b702rveBWKfiSS8dbvN9nvSOmitQkKyLG2coSESXSTOSKmYR6y2AuVwzqV7Kbeuwec2bmWZuejRN0xJrxpoumoQLLrfFLHhgDmNzGnHU5y9Bia2CYoqhalZsXFS8wAtrdIoXJDFzBFcUlGwzSq43TwFzMkRsj4NJa8WbfBvzvye6TuUNLh1E9ZJPMRNoWOCXdMFLqiCD7EFKW2u9NIeg6hDZRt7oq3FvbLKuvbY2M6gV+koqjFZFsNN39yN8zd747ulm0PK37/qNn9VMKrt2UqNtZiUfe4MKOCrCWatITtdNQ2pZrP6FEKMhEiMhWPDGhEuJjox7JABfKd8+mSR9sThYN3Ki9XeGg+227K21Pv2NzEmpFNt+rxJ60cgvqPDN22vdoJAsiSYwYu9pf3pUL1W+NqWhmx7B7c2Y4O5SN0SaffjIO2GfW5rLF+CscjOLmotaouw3lWDIFESXBklHK4rGuf9Vtr+SWIUKm4Tr3rQ8O8e6awVuVnv/IHl3rvL9vrjT9Zcu+6ZTuBPvkyYTQEa1o1weNppus/PllyYhTRru3JIScM1fz6ekB1fmt47J0xkSSFNsDxIdG0imM03eKfIDJ82s+j+1KWeNXimdgUCi7pg6YIprbSu1dwNywonfltOtaS02SFNeHbLZfA9jZaARitqJlSyYmrXeIWGqq1f8BQaNlTTWglihzVmbIjEMelaWt5LQwrcPMeTqvQ3p3AjimAAQ4P3gpci8pV9Nx82vkW2c0OYlOzvzZGXlNtHvAb/6fY+De1ZyZSCuhVuei1Jbgq+xiMsJwdBqFCl8OswZ65m9+ixtq6mmFBPD9oFVKyOQ2kTgm91aoD34RnvkOVJb5xTTzZ63DKjps945sR5SFiT2nDb5vNUG5KJh++JBG1qHlxYTTqLgfcha4kAYjuTYL6YITzf1JubWq7Fzzer4fPpmmtAMheBdC21r5qCpbPG5G1x695q0ui60LYpMvXigxKhl164Hff2SodhXMU2JJ/3YWYuW/b6L3c+c+byZwv7c9idwNGylTFbOut9SDvbGdSUWRXcXRunUbkUxlwAI934703DgaWCMq8cjYeTdUiJ6vN1FJ8pxHPvzjWs+OCuJMpSJ6x0QqCQQiGbsWdJwzzV0/adrKVsacD+4SMUbo2zVUj00Fo1l51VTjW41zzxcHAfabJTzcoKdnY7ranXkCK0qtDjo7Au9g4wd97V7nlq4vkEJ8chFiC51WUnzyngp7th7fpwNk8wkIYYAQPsrG+wNhPW5U5ktIjjATdWU5ZNSVnAwY5yvPDUaujOsOjm4ixqYo1GK7C2ivkk4IDQ+JARKt9zS9Ow1pLK1Nn0hb0pDGV/oxRgr77Cys5Z2dAPZ0oK3/Te7WIdDsfzxqK2wl+cg3fYZgUimOuX4fh6a5Vw5+9Cq+gS4xxmcYxO0mncmeCmnWKpR7dFkCaa1nRgyUyfc2tDS6c6voeiQOwU1ZD/UL3H3bixfbBzRj5TXqgq7ui4jVcws1lbvlutcCedGVEKG50Ikut55L1ciGMoplUob1WHWInM6izWYOfhIDlcoL9qDRIzUm2c2xFjhVJb2v7XMevVlv6dqTTSmEZXBkHkRdnOShJqVLXbLyaT4MIUx0xPT5D1qs8LpPYdXEDnu/hqFtaFd8j1J0m0yRUVbvc8yUpulieUzyA9H2MqbhMrbznYt1gTNFTTqaEohOlEWoECwmTfc2fJfCZ81ovC7wml9exOG6x4LsyX3HsQA3EETgjE/wJPMmGJ4MKJpyzj9hI+l8lK0dYXHGsk+uO6eLdqCN4+dRM8JouVCPAIS1dRO8PSVSTNy7qxrf+pV3Be2u+L2tLEsytyKMJxPQ0ul4QMGWn5r3VC7S01Va/+kFY1auS3pMTVqAlRk52QHRlWo4PAYCIL3jJHXRac3EHJoEFa15hFqdVAdPeGIELdXn5snc/uOhv5E8PvYYwS/61pzjCcshP0jyKsZRLT/4YUsElDvyx38fGgpFwbqbbkdOcuvCnxYoNAkaGZhDMuTDNIAZg2E2Nb/1yFmJ0j2wyGz+R/284ERridi+Hp3WdBNQgOZZWVbYLAAK0WtP2c/EnLQRyBSOcHnGIl8j4mFCVtyttkgh/mnYSOiueZoXImvBVOfPiXCxQA6yXifdA6pnFRBVd3G0T6qx5czMaVxjEyIrl2UeK9fcEvG8ebjbNI3zc7zzAzzDYjAut+usZPBzQODk87P3vvA8+hCqvBQcaqsFyD8xpjxaT3m2qIk9iJAgWE9712wT9/b7IOB8wRxARjAr2Z2pr7dq+F4O0YcA0wYcWEFSmYOWRY7uhRiBdzzLQfxFlqjWjD7vHjWBfeb+vWFMuj4J7iPX6xCK4vTQPHh8hHfz90thkwTfW6O3fGNeTWYNnZRaqqFSjCZem0oDt7fZeWYRBtWk8KyYUGpBfHUfkVhV+3Y1zgWNQly6bThQqwO1NEPLNJjI+ITH6KQRQJQkSCNRrnKAh5gSQo0yJZav0Wxkhp1LD2JYf1vLX618md2CuVPyW42AZKPvGhj9PmmElzgngXPAW8b+lEUS+YnV4JdN9WUbBVjFu3cXP+4CJ+9xxqLG7vfD+LkzH4nZhEoXfmTKDjvbjIluY0qG8C85lbe/Mzf/I6RPqW0CzQWmL5Ygxmd3f7qYIDhYz6MF69IGNV3CIE//um6QkUQEjPmuLy6JeXw05iXEbRrRE7n28+F196bbYrXrRed+tSQ6xQ793I97kz2tIi7gutcJLiK7ZZsFO8XBIoIPyd76DJTayahBTCxqJ752C+ixZVty6Mpdm/iNoSbwxu9wI5vfLTHfytKJw+SYyWitvEpeswn1vm8/7LkwK8cogIL35hxd5OPdijhXnluHf/OATgZdqQZMIuxXOBK+0zCni1rM2klTiHkRMmChYLX9FoYBhUicw92TP5c8EvdO1yXWloY+OLeH3InCQpfjg6oe2LZsKkGJrclZVOKGkGzwUmunP86a73H+8fSycxwqFfUtejBN/7pWt9OOc6abMcXmJMiXT9A2hiPsJgok8t1GwczwrjHvZx83u62g/e1tjuglP2qFghBoJDXBPabGes2Mdok/W5X4Mrp5yU92Hcuh+TAZHhNIj2XaR66tqixMczGdqVsVpi3HqzLOi0/YN+bnVRyutLfxPTEX1CgRAXkCMntOm5ySxYAYb1JOEh8389E1Ue8LwlE1JniotIGskB65EEi7OY+WYdAvZctELdhOkX9fRSCSbG7cwnBn1M1qMz65DNsUxa5S2uFHp09cyan6s4PA2Zl4aoCSdd9yE4ryxXw+x94W9hPfvzzXXmfKBZ08IzKwdnMtglO+Wy/Z57vYvAVFZMWVFTRjZXsqUsWNzmelClcivKZtH7zbo1dnWCPPKHMV5igLNOP16vNlwv2sO1zl3cWF9Cptk+Y+0JdAc6xlt8Mdm4XwHjG7CT8CpTs/b9tSlRcMjHvmni2SN5WZH/C/MaKNo8e+2rIsQpTk1QE23zNFm7Eq8WmHBU77BbdWl0z5mrWBTru/lEg+uTUc+sOWLeHHbKHw0W4XBWxbxVaoXtx2/QZX/uDvy5Ozbf6daiIJvj3SpQAl1XoiIuChzSnHYCY/6Mb6K7WhIciEEnW9wpM4uGKUtMWQZhIcXeJCtv/mposCRodlAchP3VL5e4m+QJTpakUM7wt/guTkKsTS8N+Lay0nXnNoUh1SDwDJVHN8PNFDlNE+jrbNYTwjfaLxISbWz5Tc/fMUhd3s25DhNtFCXu4I4z9hnBnR5Snrvr1vp1mxiFitvE7qz3HmFE2ZmnALzNBbVTRZ/HbL0V0jAv64381qKePX+dSk9BDIVbYV2NimFdTLFGqZzSmCr4x7OpJc89NbKrJLeo/ByHdH/3t699q53Q+ECUrOmfQbHt1UnapmVTbBEq+mV3ZSnpwLkz2XNVjLqWIPeEqbywgSYXoveoKTdfUggEPX42qkGwkJTqjrZNuX5Q0mFHvdHfTkj6ChrpXReIftCdXqw9+1QFEd+mAVYNsSmqNohg4lAsQknJiiK2yWNYywxFKHSNGEXEMh+kpGsXsIQD+VLLNF0TCVr1uAFp3HjS6du93iatu0jyIejXc6voLYp+LQqdtSGqlPt3bqlzyNictTEkgeas2IPevckdKI9toN/Pm/XfuZDPP1lhbsZ83epG1nsmG/+kej+z32zfBFuFxWCeqy0ZWJ7jmE82r53FQyRG2Xkoe2OmIUuUgXUtFLZjSAsTBAkjgcaVkWH1Gn4TCdpvi+9eSfr0zGiw43qZbJCZbfp0RLBuRXKtbd+T4yP8Jz6OnByGU34nk43ntsL7VkO8eWDoTd6p2P5t5SoEprZetxrXduCz+1dmxrLYRbE4D6d+d8M6nkqsbKTTGs7ns9ZzujJoVKhZ4ynimSPrpmPowkG1Ic5wp3+Mw8awTOya3XKJqz3n/BUm65qFmVO5BVNZ4qsp1eoI69Z4Y/FiKOslItAUsy5K3/vspHLwNmRjNOowro67DLhyjismwRrpalwxpazDIagybOhwLtoOQEgr7zCJJniP1Mvtz6QTvJNyaesUZ0qgdJ6RECxhjQtKmnVf+ZR2eAB1LlgItrxo6T3rMlFtq3/YnGy9GbORqi13Zcq7cKsY0sKUBledD5nxzop12NZOzVzBzoLvLz5VaFOFE9/qNutAcBEX7/tyGyENPbBxwCQoptxC/D5FGIWK28TrXgoffSKYx40oF8917uF143E+BbMKk8KxWznEQB01LIVxnJ/krgQSGTvlzuZRSuIR7usV1neSfNEsWUwPKMRTuJolO3hjGboMxaPy8JrTsDzOQltCm+Da1RgD21RYNSYEbKdynVBEwSK9D3UTTprtVrOwdiGAe9oYJoXPiHNgcBwSUyam62BxcUONRUkiQGFcrG/CPd2IdW5LietW3bBchHsBdXjpNNb5+9zNFhTa4LzixKLYQX2QTgwxKIGt9zhSNq2tNbfCSZ8sBVHFDfJCKUVXlhZIjKtoWk1lerps76upmHOESMlSdtqSsNKOx8o3THzmj+kdqMPZCtssu9a37gqCFjamN0ypYC1qGlATAiwh5E1vfUSUDQ3/rQaDJWYiZyoSQYWwSfUmTdHkWiTxtNT4uS0vx1kHwuUan3Tid/q+oQbLtLXarTlSK7N3KAlsW/tVr4P1p4ppgXPh4qy686EirensnvQ5d826FSHJNTGQlk640i53e94Ke9f9T13ecwzzCfzpl8Cv/8GmTNyfhWCZcE6Di1TRCQ6TMgVwC40PDOq08lSFZ39St8/n2ZwKExQIRkLWPY+h1BqjTcdgE+6Z1CdYKajLSdsipzbSIMuakqqNvwq0xtZLfHy3UUVPjnG//RsxZire5zxmNm2tDoi0efZ7DJ0orNfILNDPLpV1yJam5QRbr9p1GVKYxtE7K9OZCUHGeIfxDmc7JQ9RqXNqdzmtzoMqtbec+HBWw6xcs6zLbM8K+1Lu3uQ1BMpPS8/V4wIjMM08/SYlrJuQgdGYsFeuG+FkKexMgwLOo20gvogGV+XqiIolF90jQfhT2PPXOzei1fWQkS+1TLWdM1svWU9CHElSfCngyu6gWUeBF4ttlrjZeZpqp3sfIz1xtmJ2eoU22DujHynYPcxFt3shhMDuek2y4vdiaiAKGwOaMSRDiY7lbm1FNrC2ANMgCjptwlkmcV2F4kJQdnAliq2zFp+CsUWCm9N2zegmeoy50OZoFgkneNuwh+u6RqoyKs2iw9YwrfYGHc5+a5pOuRbHQZM1xXt8PLW7NxdnCQ26eZ7GRn0+Bf3HMrIMYGqyeDsAa4LQXwdllYrt1lVyX/aGwmc0wljswZ1nt+FpYhQqbhP7c+EvfoHy7x6FKydwPVqSRULaQec9ZdSKTEsf3MGtpzAep4adIk9JB+nt2ecGFclk6Cl83zSoKGWzoilnKFD6FbXZYwgrMUDaFy0BWfsiari19QFttQahNYFWRM35yknPZSrV30ThxPuwMRoRFmuhjLnCvQpeBSOeRgu08W2O9UDmAgvvcoFHAQxWhHRXoQ1GGlJ8REjCmrHfUZgIxHmYxHYTVh3ifLRESNjvMqY113obdW0sQ68sye7TOFYioI7OcN2R874gsY2IpN+HepDuc0MRN4pEAIfMZ7i2ZB7S00bm0OB6Gs9VuYvzFYULp44qnlJs1KgVGB9yow9PLgkMTmTYbQHNGmyBVx9SmOab0PB0sE8WqlHzFcW9s86GyM+OsDYw63kZ+b3QWSO2EnuNcQQlvQP8ElOQ6snLTGVtVW1ngsS2jco5aGpEIgNnOy1UPgFbxYvE+fYsMNp3YbjVrCS54JMLP8MgehHc5YeB1z91uc8x/KkXwZ378MQN+M0PdwqW/tTF1I2t8qjLBlX0vCaCssAr7JRNW07KsNczaMUMPFFlgdU1O80NvBQ0pgx00IVTrZd2Fmm5UGvJylcU4rE0NGaKRjqhCE5KyvKEGUc4mWFPD/EffWhjTbjTBW65wtcNUliK/d3ghCqRMVOIR0uHPPkpwUBRwXw3MFZlRXNwF351Glz6bDh7QXyDmgK1BaZetfEBnf9+n7ZaV+ObJVTdkeWL8qCdiBSgDYIRODc7ZdkUrJoy8JFD8hD/GmB/5oKiT7pfVMO81R1fRuPgaGlZN8qk9FRl3LFEODc5Yb86pTDKzvLGBp0MtKHpKQGH7VGUsl4ENy/C++bbs2gyxZItqUXwRQq8znYnkRgvdydFswjroZhQNOtYdyhLfEPZLPrPqwYFQrMOZcXDTvvWYbp7h3RLB3Qw1y5m7ZeYcc7u7KJliV8soO7aokMLRhQmfNOEFP1nmQrPwpCeew3G/hhsLdaiGuKFxJiQRMAOUtxGRl/zumN/W6tEar9zm3td41CrJE2u5Ek+8nYaA1UVZfW47ycBHGhzVZvueYXBuUJFV172uzcVzoT4QB0Ifq6coS7SCBG8KVkdXmN+x723Ps63gVGo+CSwMxX+5AuV33kYbiwy7ZYEYjWvfHsqdpp6a8J5A2bgRpRITkWnSW5NZBs16xmfh7cFRqMNdCZsYp12Z+h41UnXIvQsFN0tUUSJDzY+HDwkJBepvEcpWNziVKlsfjifo3+acQgqbzUoAETXsPiSnyHzt9qYLobirDtTjx2eok8Euy4NxILt9fVT+IZNR+mfzBkOxet6szlX22rd9jkIFvnZ55s8cYiJSfEguSjT3SI0doJGKwtRuDTqEAzeWGztYWgmzeZJkvaoRwxz3MZGcCsQOaOeCJu5Q93MlHwraDuZGGo/YNqfATgHJs6rS0LNoB9DHwzVLpA1/7uNAbgVDAPSe9agLfEin6Z4/sUgWPz6Q/3r+ZueZ4FJXiRnrjoN/8mtw1teyt4DRYyPsNpgo4DYUo/e4+G9aLQACWvfUfY0HsHdJQiN6jUEW29pZHN43JVqJATaquam69iIrK1V1brvaYyD8NP+QVs+nceiirMFstJ4erfpDnEbjobLrCgDtn0YGG8NzMsGr8VNVElhOU9Kz2LdT06S83Ht94hVE+quyjCOXpW9ckFhkqoo36eSrCL9ycqRvcOiLmbBSu5eW54RwdvN+JJeH42ljgfoAaxNhfXroDxTRcRAs5lYQaVby8Q9S24njXfan4YWqKyPPca8rAKdWyz69+Ulxj1GP1VKqWG7osAgEFyFrNm0FGiXLSq9rkEvlKWRTS/zWe1M152Gs6K2WCPS/tzR1jP2t158RyZwbqk2zIjgq0k4WBXac7jysr3tx0zpzWIdnyZGoeI2oar84eNrPnG1Yd0YVHPftJReEKw0nJ+eUJrgArR0FWtf4bzBmqad8BnH7HKEAGs7DecLFBXOTijXxyH9HGHxeFOiwNLOaSRqPPJFp0TmUpjaNWsXzKnDOIr2rWk/Q2EUr0rj+jYMsqe7ZwQR3UJfQv+rIggmJmr3XFAeRNor8SXNn+m2E4OnlGACTYf7DWtHBJMC/W6Bmc0FmHagRAa/taJVcC1od/LuvrQxhXe2X3O3T7V3AVHpF7WIrWJ70LpuJjQrK+SeT/uVQtAktubVfhnJ6A3B19rm3WzdKQKRtITkAOtizmR9jMHHgMKM0KQNoKigWWOWp7252NggxPSFkvT7U21auWY8CRKq/dNczzpYTjUEPw+tAkMLQWsqthlHuIWZTr9tO3F7WFZLuCGqxuhp8obWktw8ntefslalMRpYP8L0xeu5kNfWka/TbMxvxVqxXgXTegry2zaOEeYZCup7tnHtGH7hd+BosblsRDr35sJ2py2ngG3n6bIHAaBYExJjPHE8pbIeYwSRCRPbcDBdRgttV4mlYS6nGCM4lwT9WD+A9+z7K6zcjOPqPIU0rKgCw47tT1X8MltcxjZBK24WR+h0GjLrRLSHlWUdFWNa96ccZjKJ72MMZl2vYB4s5MbVgU7GMjborAhIgbNVyFRTTDDNmvL0etcWQE3B6bnnAYFB9rZC8KiGd6Y0DSvfuYqqQtML2A60L8X0pWtpz7HiabJMhJAyeHVzsTMNcRe7kybEXigUpmFaOBzCRBuMKKeT8yCGQuMe7l04XLCo0NW6FYcUQlwa4UBYTLC+Wr9GfbAIWQ2WAtssw/6O4IopBWuack6f6ez6lu9FxjXYlLCjFWBDfF3vvG8RXLWDq3YpTq6F+IpqGpjL9QoZLv4hRDq62Kawjp9dinUEomuTeh+sEuqDptVnNDVzzWzPqYi/mZgwwC22CcLxtqqMh7wRLBzDgO+e5STQQk1rPJ3ene//3sMiuAFrSrQxmYS+JEVCm7EpCVbZeKVhM6Y9xbtNUxv3tPZE7VWkuWV0YVa6Oc73wva9otsLJLjKQ6YMUkWamsnyEq6Y8P9n799iLVvWtEDs+yNiXOZca2Xmzr33uZ+qoi5N2V1cRLdkyRJlpEJGArUshOQHeKLVYCQegKcSEg8GIcEjj0ZYfrGgeUJltYRQg2xwy1bL1SC6qpsyhlNUcerc9iUz12VexhgR8fvhj/sYc2XmOXvXOftoh3buNeeYY8RtRPzxX7/fjztAGSy7p4/S8y4ihn0K5Q0jTD4vsXzrY4tvvRCGZzAOT8cMNaaJ8Xx/ApHH8/EAU5i9d2aGIYuRzuhJnulxxk0QKKRIgrLITiz9DXzwi5u6K3jdYVI7ESgoMP8FVBmDMPkOQoyAXgtE4KBtsk1EfKmyxFwJBKSAbK3yoVOzclmPJIdpZHnlvl5Hn80IaUuYbJdadNxaSZC0PxEuF1zERwQCmZtnkLdQDUJGSW6x8TnB77Z+/yVdeF2SMgSekGOL1fHfjCm+E4SzIY86Bm6un8njWM9SK4y0z3koyPsWq1SNZqH9AgoCRSydPWfNmzJwae0Voo730KeHqvXSVzgPakPrfUkLXg2qYKY3NDfEnLNCx/tjfXbeJJivbbuCnlWNu08xLn/BYlEx7PFAqONjLrYHZCGpgs1dj70qcY7K3BllX3WEZcZr13BVrK0FqVh3G/T9aWgSf8jFeeC//R+Bh8Bvdw2eQ3Rx0grou8yIKAJ2Eb2R8luvXzNhdjpN2+Q07s5ZAaXJgoixp2OiBWeTIaLl9WZXvN6fcDW/wsAnvGe/HQR8hZMbKvr57PY/JOQnbSeQW6Cvr6Gvr3PPtIabghuKVjBPrrBKAgaA+h7UZZh09l6yYh9Cjgr20Mfb1Ecq92LBGPlul60a3QA7XKeV61WH49OviFBChI4FftNJ+DoAYCA5O9N7Y8LkTHH+5BLVHuVItNo683z9OzGe7GxKYkgh3sV5Cj2R5zs/waBwGyIFa8Yw/w2NjIKWKvZm6KUkIXMS9xKfAcPYE4glK3o+nGqlTBQqyDvJ8RTuoeLMXIbrlBCPAVlXSkPPRyg3Z8abVMiZUJRSkZPa39j/hUCR7gt5H3g6F89kukVDX9dNJEIBURIoiLaABOSP6roqHoK0Ts+BSPJZFL+VfZN+zXWfvU+aA2bOVqTzuab5MZM4FVQ3zSFC/4ts12VGclN7R8DabRQtXVirXVYmV+efWwrhjsWFLSielZ2gzwfZl9NDel75+pn+9CrBTX8a5XNLxVuWFw/5BRMx9p3FvrPpzCcCbtQBRrWbkHHdHbDHQfzx+SCZjVGQm8TA5M9zf41T9yQxPgvqk08R4Jkx+S4wkmHzhv/1SvJZ7JSt+SKWWItSGy9aHSG4RDogbRTELFSQFMtBk04MKPLQKgcwUqhXk8UQEukxx7pLnbeCB2OHIzS5pHGpBAYS4QRgaL80knDUC5WfygMkxo/IBiSSmJKEi15q2DhqeTaYW8hBIQedan6pe8LN9+qeUnGAx0vuQvzg224hCkwqQOyWQoM8ko/nHEkjRZcoIiQ46Y4MlIsZfQlU5FGo+rySDEkOJ++2CSZwWRPGfFmgo4DA1brfBOJf7R2ti5iDEJORtPkXGG5FFcFdqavbQ7OsY0u1XX7mjXbjX23WwkbbTqwqXra2+l7fVIzf2XXfHitR+8W+2nsMSZBFAPjld9+srs9QuT0Cx+JsJQKGfnva6lcpVscnV1zIo1nRUjwF5wURChBG2PoJfYARV3AVmhErjZO5gfEzxuUBre5/dAeM7gAC44Zv4aEl3mwB1HxCf76t1wYzcPUEdDrAPHsG/VS0l6QUOu/B51OVLJKYE42n3b5CtaH4//21JAyzM6A0lNKg4y1Kauf6Eb6/vigwu/EKbtjDkZZgZKKiDUCxhyOBlo4W4145KM94WMYQqA6xAZBweYzoooLUj3ycUrA+ZCWfKId8sDQRjPINaJCMx7FCrzIMegx4regO6QS9jfJ6tJw0tK08F6hYWPkOGYtiAdSIxbMCK5PGrnzJPzRuwkpjGZ6IAs4tWSBezut+6g3Y7UhPXJEMMXUv0NSWToX3zI0AkqdCzlu13xUWd4La7+GPx2wWBKC0Au3Gqu4tFCdJxKehNclMtL+1/SaCP0+AWiS+orgv9X/DNYiZBZ0nWCKqwQGgAFyQfiuse5uB2c7nM6A8d9LzXpRmSoO0kezqQEjgt4CdnIdUTHApgGi3QB1folxtIswG0InbD6GfvLfu1ydQPhcq3rIYXWx9FjegtWJ0S6oHDCxSPgZClejnUpEgPgvHIakLojYmkJLIBCS/05Yh4fBEDk6Ka1eCx2v/VWbRpPvwNxbPHLLGShOZAMfxt7EicS5aTRLBe1/wU/Ew5qD9yhmyS98qAotrWBhhSYDr8bbzl9tIv7JPggZz1NBl56OLzD4hzHPbQiTrJdgspQBz9+g2y1aZiEUPbPPXQE132lHWz0V9VvgW1o5jFdzKABsQYlRZT3oga6dY6TpJUhptaLOYV1kMgUEt2NM3Ku3giv1x8Z1sPc8NbN/GPmPdCCUbbdbXClFx6wDeKo9ZH9pDBOtZap+Ma79CjUprOdRAJKr1MpD8TcrGwqp2QqvN/DEo/YVtmZdNSWlqqgNExCG6+IrLuoROCoXIkXYbzAZFAAppX6XPCK5RXmCvtREFAjP0fIKe7kHObsTmZIGddiEJ2DxJQO24C2hkXpibw4MwWqYLyhYCdUaG7mJ0ekDFK5ifqKjJYxBBxYOCLzdDucyYMwBrRtGePzJ5ngFGsNx4xuJF0GDmZL1mltwdXDwT35NG42ZbnH9Ajkcvr7VlCF4FMdv2ZoRfYZVg0ogKjayQCR2k9E3+531BK5FoJyXX3qIJhLOcHZjFehKVAMovac1ECwiTEjcyb4NCT4QQyT1kxf0JyKhPW7SipcXJIyJOdlA6rN7h9jvN6GLl8mGQEvegVd6Klh5dWCukFKgfxAqx+pG2xwYkV6jVvVttFEJNJTyEMbCdZa8U8RKk1Xa7cSxE2ertXNpfVX/CExTWT3EKhZ8KpUT8/3wGugHqfKgR/pZJAtd317L/P6XyuVDxluXr73X4+M5lVp18RWg6WsQkzjYRREAIwt7fgcBwqgc4+r63UJd544oUqmD8DO2txFyQlcA8CPoQEbD4Av602j9B6AEAuCLDtbALhjwMAbPPULQiVFCFnQ7E2ID1wVoeFOvigxtP+asgeJRndAfxvTR+TgIFQTRJTBrKW3S8FLU0wtOWC0xxZzmrMfdCYooLBByJOQgRmJEpplJfKCZmRkTQCkGRlTgiFgNFHpoEglKeKgSkyE+CYSgz6xoelgMMXhpSPXfbMy3+1QoBwpdK9ylCDtCmJBQxAK8MuqY+cnJAKZfN734Q5kPZORx4oS6la8GYdGY+UPj1k8quRBetFT6/izhJURvGF6wYTewAE1VuOiUB5va5fkxZr6sZ5o11VWretmIVtjJwl3W0AkSTTKzsq3RCGI3N/sdnY33ey2Fd9luFzKubCQljpbG/VAnvVR+K1tUXf2q7ns9wuR6Bn/4i8Jvfk+9EnCyi8h2oY5jyGzEaKStzLPWrlusxwBcgXHWC5mRZNNtQhIVNUjaFWmCcuI4kNCHmBg3QwoHByqB7+Bjd+T73ghzYFNbsZQLGvQRYxzV3dRNGEZibeQLPE5jE7UTy0vikyZXSCyypSgMv1Aq5MACvB3ilsXQZzcnpAWY5AmCch6cCfclcuRYBQj0daSi2mFkQkDwTTraPUw9xk2c4r4ogbg4AGfn9eSZByVI+xGDEd0mBHHGgh4JIOFtCp7M12MDhXfNCIFIDms6sR3QlPHeolUnB6aHW+gd3I0HRCpC84RmhIzbHMwHSDilopcF2EqSouP7C/8jbnIuJGcae5TuLy1SC+wbg1ATyFggJ+ACATQ+vDXB6AHkHijQiuv2UtCpl/ubUXirLLBJcXC9hXtlamZtAmysY1mkGGw3V9WnbyLjEeuGsq+lrqIOMuZj5GgDM82egYcDyvQ9ry7Is8LWwED8nqNuiqACByw30KzO8Z5ADlDF5XIDEjlQCU+AvAhIUR4GhaJ+1Ehepck7jGRmzbRe5KKRvWQivhAvnkqDC1kLNL2VOZ4kTie2kZ44P0H/of3txPn/Q8rlQ8ZblZqfxB396xHdeWLB9AJYHHN1OsMZpwUhnLGxwg1vMGGGpgwJj8IfkhkJuSsgNxJGoRrVJw7RQ1Bd6aLYAdQBmeEjCHBetJSsNO8XHAQS6AXHfia4t8XqnnLhCwcMoCYKjjecfVchu/qIiX57uU1RnUhWG2EDjhNpmEvrrLQwXpj40h1mpbX6kk5UcE82gBTxe/j0ScREe8lEvVxUxOMDIBtEHUeOYAuMoMxVKAR1b8RFmEVw0HFzhg1/OsSYHxxpUtRrHwOm+epiCbrJAcn60mXaTgME1PG+3HKv6peKIo97o5LpeXB7i9UjciOrnSxck1QoJRY2VMJLUVjXB3zoQqmEHX2UuhJd4OCqSA4Yh2N7xgFQKiJj/qhe/Yx98XLcEhi0hY+ueGARejalYdfGA06bJihpuRyk4kAhSrWYwHjjlnMU5jpakajEZgC8IFnFey77EDVJu2NA7/9HvbI/9M17+8M8D790AH94B37uN+QvkN6XyeynjS1XIi1C+wei54YMuQpHkSlBKlDf7fqkSglrW0Oxwwg4DJvQ0Cf1jD1Ym+doTIKhBqPepdjN4PqM73ze/eXGVUApkF5DSwBAEx2LNVauvHyRWIvixE1HOsN3uvXL9BcVCWWJ/F/Okep6Zk3WCg4WCSWGmAcYvgd4qWNXBk8Lkx1Tj7ExRuxSjPJzPsQpcWdwj9ZTzTitR/jkv9LvTFtaJYmjfzZitgvUKN+oBe+MwcQ9NHs/MLYySvEURopu1xhFP0LmzKAjJwKoeN35OjHvePwaseyhvhVGl4O4U4wE3rJUiICgYe4ZnD6e7lJA1nV3hcxQi4miTtSLUpYOvPQpBI86P70fo4508VzLfZf9LZUkpcEQhxC/g6SwxA4Dkm3DBjQ4EeBZXIg7ZqQGoUniJxTNUp0HvPIU/nkRJojXUfgd/OkHd3IBPIUu30iIgB2hafbWHGkeAPbovvAd3/yBtLRZQGwkb23OoKCJMM9ha+NMENfQgLQAGfpoBIzETzp+hxk6ECCtJYinkkqjas04s4i7kd4pCQYxF0Rv9WBZgGC+6xvp+l/OikHAcCjPIWnBIUEvspR4grLeaj8B8hv/2v4f66T+w2cYPWj4XKr6PcrPTuPmqxkcfH/DqlceNqTMWX/kjFAMjzgDHQKycNVpRMFkiEwEGhcAqFRjlNSMQBRAhMRYOY1bohjYubZjE6HpU98TnNW0wHp9AaelHybPEKx45IVBbNLvViOrH6TKzd6lUWtr6oBW9ogZTuTWy0BEfJ7AIdNjOBF6OmwghuC//ZuArd6fUrde8i0v8NUK/LVSIUslOFtXz5ecm2P0xgiu/qzd4F+VnXv9WHlKxRPeL9vqblGgVQcGYp0MxokZtEOjYjjEAjLh+vF3LF/rSXivWkdZv7kb0mDBVlkuC9EowaPula1M7ULzMjbbnNUTlj0NRCvhPvy4MxX/9/8qB2WWJU1GjMgaqHadJFp78YQTkJ/lp1y8BVrt8VvY5EbBgQIcFGgFKNrrPxLs33FIIgJ7rcyeNyYccMsmy/AbriBSojcdq18CKRm/Xm6zBJW0lApOBqyZR7rG6r54XqNjc7xZS9o3PvPCsAYege0avFxjyoM6hUwsGtYBGQPOCa9ynGj01rFExFq8NJnVVtWr1iM5O9TPMgnpFKLT9GyAPqyKcgnICRGG7HcqFVgqX2Pq8UVZ0mnTT+oXnN85XeZe5Xl6W2mJcuCHxvKzOgU03pnBdX9fwxPrmCUgRcLWXf6ZbPx/qV8ZAvfMM7nSCv73bHk/s9OZQw3oLDLkvxxEsLUnRsyzQY5+tGZfobGlRJgIldMBHgC8uVRWZJ9OBkfeRJ4KepzXc+MX6Ffj08Pg9P0D5XKj4Acow9FhtRhbxoTJPAUFL4QPTSsmcmrWzpdaCxSpRPE+Qw4YhGZYXdChdWRpZtOgX5ec3rmf3JslqPXsDTZyhAgtt+rbCk5PA3cZPII61UFZvQcoqWDAplI9z6tyGH2HVwIbG+0Lhpi5xd8rPeVCC4FW8BC18/E2Bks4/HmTxbdZtbHeluFde5up55vRj8Vwlzog/JxrtVmFPiVavrV/rmsT9icpg7aTVqK1eCR4P7eppjvRCK3LxwIta9XJ9EW0npisFjQ2NUxYgqLovMmXiWkDrPebsei0pBXYbQla0eDxWmNfuXSVTVVgy2C7iNvZYVtV6oLGRy+1e6tOW6xWQhaxSJV+1x8WLDuv5+p037O9nsxARnu4Zd4XsVC7levm1TJagZjI8FCPBaJNnGA1JvlYJFaVO3WHEKQkUIAoBuJTuE9rYAAZ4B/XwEtwV1oVYzkdZ89G1Rim0IA2rQUZLl+7CAApI5/I+a0VTHK81kyMUjVMCvPJ5AkM7mwQLiREoUIsQ6Cz5kIRULBEqnUf5zGIIOEiNclfSSeA8K0nYCo2hc1BEOEBj3814Z3cUkBMAz+zHMLDwIIzzA7Rf4JXGqX8KZ4JVs1GIMCQPE1hcXc/dNYbpTmJIgvuixKux0CN2QXFWUOFozW16X53ZpQRF6dTK6yI9QjUt3pyV3CwRwN0Q3FzRLvB8Y3V4h9OPOZnm/DxL4HN0X/UeMVkcO1/QmAxbXAoWqc/Bskpdl12nlhl48kzQxvZXsu4Yki07WEcwTykPC4c+XYwXeOw8ieMK1nrAg4yKTIu4GFkZi97voEfZd5IMT6zcl4SlVEyXz5Mt+k8kSq4L+ypZOSKkLDNoPoPmqd6nFKBzpykr7LounznsP1WI8Dc92T4vG6XrupVCMLoW+WZqkzARBYrIdEQ3mJIJUSpBC8ZiScOThoXBggEotNw+xUpw1Ze2faBkMeOFInCcxBVKKazQqzLDm2sjMEwS1AuSWM2FwuKL7I4N1CkAdLCIELRl8aTBSgnx3hhL09jFMTNCzAipQKTj0Ev/ewraKQpELzoVBS0IPOqWJW5BNa+OygOj6kFtnCfigNgUBZxQz/ZQcp9b97imaDiIk1PWoPjisys0cEt/VYtEiWit51iydKpaXftYHofyc0nwnK3vATffixIPpNb3tOwv6n3DMZ5Ad/m3do+ZNpIE2ybn6E5VuXxsd3XVx/Jzm2ejEKoujLwZI7BquBAoCFi5oSDVXi5Oyn655SJLBxjlv225evq6nn7my9P9igwDeM1+LKZWU+ExwgKK4BmYncHi6rU16BlEjD0OIaYilOC+wAX9F2VS+b48zO2Hkgfh1Yv6bc1ncY1glqztgckrrR3N7gNPIUmH6fMA4t/4L/p5e5cQZggMeFtTOSVuHsaeq5aIPcgvEmwe3XLAKTdOHIMKsXx7laF2S0j0WKxXRc4PDvQ6l9NMWJygBnoGTrOR7yAclh53k1j5PWs8qCfQ7HA1vYLxMxQY2ltcnz+GCvDlqxKFHBLMPa9MsCjEeVNw3T7BusZ9J9NZMov14uKQEZkBOGUApWt42WJ/stJyDyBnWwUJDiz9PsR69Cj3NCst93YDvOnT85W7aqQvkU6V9C0ItWwt/PEU7kNwNw3QrYutFR4+Xm8sFxxjGwk0DNmFSCnQuBO42KfvAMMo7kNKgWJ8kFJCt/uh6psyBurmpn5fSgnE7BbtK4sT4YC6+L6E5keoWr3fQe9GCQ6PeTVC3IRv4z4KiFl0HVSE/dZmTa+JakzrIpaFgRwnV0LVLjPUfM5KxvCPAUk4WJ6f04QUaD5NwO4JPq3yuaXiByjHg5ifa742aBmIwFVOBs7+561vTCxUb3zHouGY1S4cMgyL2lSMQn9eEo6oWMihYZSuR4Y3hchVByNj8QyjCJp8IMQqdC1qKoQp3lSCNnMhLSnMPvgW6zMUZWQgAoODKdZTDIAqmKEgaTsv96qV6NHMYTUzMUKl9CcuM2sgSf6ZOFN6No44PcrRgW013dWcR6jdkm2MDlRZ9FtXIFPGVZt1cLxP95QCC8kI5BrFY1bDQ4PgYCi6EAAgDQcDBYer6eO1kKk02Nscm1AOjlQ4uUnwst1G8BzRtmY/vsvNEsZ4yZVnKxA6ZqYtFhwDUofK16q/1TWNKlmfUsC4F7/UGLwY79UGUMKkJY5x1f2NfnsP6Fqwyusqv9e1kBzaKGJ+MhND6b1Q+1wMdE9IXRTWyjaNqQtt/xY1ij+mMRWxMDO+/TJ/36Jtxa/xqeL3GlI2Bms6T9AKOCwDztbjyXDGXp+F1sIKUEdTnO4kWBvZGseqg4dH//ASKiQv42UBjg9imeh64OoqCQ+5W0Gz6Z0kJOsHgHQ2lEZh4nSsrSFxEupZknrtInEbww7cj6Gfss6IJH8CaYnZ4tLdgxSc6mC8BXsHpwyczm44+a+HUYQb3GFBD8cGvZmwsMGD28OytON8/SSRbNPTAlhHVY2AJHaN8L6HecA7uzNAhBk70d4WwkOcnt10i+P4LA6/Kh5BcQGCducMhhE7wwyvjATcM1cWJyYSxj4JAqUCgEUQoOgKDZBbwKrD1O3gWSMCsPgAZKJdyJ/BHNCfhAn1qpO3Ywa5HvpL7CQuZ3cN5yz07UebdJu9T4AP8fSKGn1/bty9HpO+AaGHfV8LKLHokOsj0slYl7OgLvM8mzESIVEdcbZ2690Oqu9hDwfA2lxvtJaUVt5iz7AiSBqSkpcSDwHVGehxWPVB9R1ouJG8LrG+JJSjskxHCHtqiUurwWAG2IG1yRnsgSoGjpYL83/edlXlwyHFuPjf/g3o51/cvO8HLZ8LFd9HYfaYjwfYeXr8PhI2WLSxwewHVL7szZGfUJgQtOCeTApsSxzjpqGT03PleZEU50B6JgVqX1CTavJi/aCQaRuCrKHDIz7xbREtpdiAoX0PQFFEN6I0LkXcZJWttRbRJB79UJPJuGCmytICl27zAA3rTLh05xuVStPHvCZ0ZTNbz3OpobrY6+1WqfrTtPaI3rt5gKHgyUDBihtUIGJEKpjrfWZqkYMApbecDrvVwICL7+rRzm0902qV3qi8Ybt0Yf1HjWxi9iKDT0FT5PI9kYFvg7TfqIePjK2xFnC61vxOjQY6ztcGJOX3XbYEsx+zcpgYLzddjMu9uf1+Lwse+SnnAUUEByVuUfT4u/HBRgpCBvTwFmAN1w0g0gDbXIn3wHQG7fdVPUwE3++FkVomAVswg1gudLY8EBO474FlrqCjExMDDi4nfXKNIuaw3kqUsLYQnOpC8OgMp3p4MiC+jORD7GHcJFZjJuzdERYdJrXH4A+YvIbFiB0dQcrj4PfiChyfJ4QzaaPu6nKxbxiYMGDEehF42nYdy+HR8v8NVdfF4gFYs4PXfci7VJ8Bs94JM+kZsxqh4KD9hANuoKAAYhz9HgzCqM6Y/Qjnr/GU7sBEOGPEiAkdLCa9x417CU8K1uwA5pD0VAQecgtonsDLsu2SGZGDSmUFPb4ntpUTAF3K2fBY2XAF2rolWtjLu9h7sLWgEM+QIGQLN6jE4Jf93jiLJI7kwroad6DdCGLkrNslWEmbVLLsaXI/9NvKM7uIJebS2Nsxc0g8GNCoquJdDYDyKZXPhYq3LN5ZvPiP/x52OomLSXctRCcwwbE4KDkQSsmzMG0JfGr4ClkYlkSzEIvySwoYy/YGBw5AoLFJJkAzg+GSklb2YsRQl7wT2Y1IBB0FoMr8EISFQTswO4Ho0+Kf6llVQ0kiAQOLl8VrlE/uUJL0bknPLE7adqwSAlRsV2MBM9D5BTpqcsId7RzVensZCxcdy/oUpAMvvZUg1InSl9Nh4cJ8RK1ay57n10rBCSq7m5UazSgsMChpvap1QWIxcNDpeVXprLOwUbaZRM0kDHFDTCj4HysotkGL5SXPSDEnLRk5D0/Ru77Samo3C5LZcizifhhYzkGS1GBnsy9uOUlEyPELqH1YNxIKpRKDl8t7TGMiLvZPGntz2CSR2jusIBKBjcOieNMhaRylfhcEOWq1+kESEpkiE3asz9k682lsL1pUQl9YqdrCEvtxQRBLAgUVcwkASpBo4rtI92nByadlirpj5AwsQQiO98YSM3uHcaa9FvcLAP3+T6z69uNQvvkx4//zDU68i5S4tzM2vVKoaGsseWmFeY5LDkisqPVSnybg9rzHtZkE2Y50oIe+WIkEpzvM3V5gV8PaieeF63fA9fvYf/ANGGaBj7USF8WzCA5Ekh9ieferOa4iIrqtLBkMWiYorcHjHnw+QU1h7w+7EI8BcNdneuA96CiQpMmAVvSflYYjhePuPXG1iRNVrOEEH17sTe1m9PaY+kZ2RjcLo+/1ACLgBh/iYXwXN0qQ67wh/If5a7j3T4ShCu5OMddSeWoY7dLIr/upOMcUPtJfwUgH9HxOTzAIt8MXQAR0qHMo+IAMKM9rzGoPS3fQbKt9poJ7GAEg7+FBuHvydXGVCu/l+vgBOjeDAVg14NXV1wAizF5jxgjHhNPSgaEx2BOOdsA5oWMxZiuCj1EORUJpDHrGrnNY0IGGjCKl3YRnx2/D9XvAWXTf+m1gOoKvJGFhWvfswaeTLPyStsXftQbs2rqlhgGuiqdQ0PtdUr5xaSUAxLXIWqDlnUslSUJOWgsYfLgXobrrgzKVsNzdwb54ic1S5CginREeEb6T0eClcI0uXKv8PEOPY+qf/uKXxG2rHRezxDREN6bKKlGMJZ0/Dpid0OKopPIOOB3lfAz7mt0irr1EEhMzHZNik5nBt6/g7yVInYYRKmQ4T7Q93Kt+z/9ye24+gfJ5TMVbloePvgs7iXnJk05akUSg2ImGSDXyWsNEOOokoygFaFioSqAAIN+jqSuwBr6BOU1eLbQ+9Mo4B0UI9gJpLf6uU6wAp+dzfcEPEoQ2CLscTcxGmuIr4CuBAgA67aDIo1dnaCypLwazuAGwTQJFrL9hu5BrL7NZtCW6DDQCRdP5eD1mzy6DuONWj7PFEIFMPtdBrT7TmyRQxD7G67EeVIJdbD+3mcdV9qYUKNaz0c6BCzk0ysSFK4EiVGZca2kLmkXCyueTuzEJPOgHgcprS5XEqXk3kZCaYNaPjHQMDI3Mdrr3crwGxdiYVa6Hot2YTyNxi8XnmP22gPV9VOgBclxEKVDEscY+R9N0tGqkvngka9lKoChL7H/zezkX7dxqE6CRSZCmSOCLOJrMYxyMUgF9hArTvJLgx43xxPmN+8zfv3h8fj6DZbaMXw0CBVAqChN7LH8pv5Etg1QtkNSKj7I4JjhW+M7hCc7WSLwFDeKTL2oAzDTCQ8PpPik51MotSeH0/k/Djlc4/9wfgnv2Pvywg1M93P4pvOmxPPtSs4fzumr7xt2Q6eS4kwRp/ZjXQgw+TlUReH8N341Ydk/FNSv49Nt+L0HO4/Ps+hQnsZyLcNYlt03v0dtj3S/dweserEx6F71xuKaMekVg/FT/LRiyGM0ChQVaMa5Hj7ETxYpWwK53kLhbxq6bse8WRMfR2L9vjz+NB/0MlgxmvcOL/VfhVQcHgwVdsDQpTNzDwoSzPz9/O3wBk9rBkbw/B4JTBlYPOPU3cLrHw9UXYc1YjJJw2L0Pqzqcuxu8uvpqmqteCTz42Xbp3Lmz1zj7zH0zi0sXgSuBAgAm18N6kndSnFtO9TgM78oXpWG/+jPy+SiuQuwcsMzguzt5N42yJDHPURMfi1KgALuq9ztBLyCC3o3V8xSVH0qBdjvQ/kpiJnb7vAm1BiLz/nAnwdjOAs6CzyewXcDLAn/3SvoNwC+S78rN02WBAqjgw7nZ0Oyc9M8UbkZBUQOlsjClFNQ772TQAqBQSIUyDGt6Xe3JDWISk1E6C8xB8Xz3SlyarAWdDqDDnbwf7+APB/k8T/AvP4Z/9SJVzdMZ3lrJHRJjKhjgxYI//Pbl+fkBy+eWircsUaAAUARTJ91KCKrjy3wDIESZNDI47FaQZXV7YFpVoSXPLW8yzhvHmiGGo/hblsQ1SwA1c/0cESQhz+YRWdwDSBJAzsLIevyMQVt05MJvJZoJoNlePIxX4yLaHvMFbe/2y6AiGDJq0WoTJwGwbFKvao/bWDWld1MXVdyfBZW1QFCPhYoPF0aJS288PiGasjzs9auI+rltSFnyDa55qkhifMAClUiVD27Tpy3GO1okVBsXFEoSLi7oOkqGPOaoWFkqimbLGA7eYPaoYAp4ubz2tsaS6s2a1gRPWz+cD5YtYau5NbdR3PeY+Z85z2u59vUGZOzrXLTK/rXawNPd489+BsthSiA2AAIv08rCr5mystRukC0NzKtz8R2+e3yGr928ACkbgDfiYzlbdGJqNtwCWRuc3/spaHgsP/m/WPVFLef1Wo8KEFza24FRHHa1kK1otQeYCG58AigFO15XbVs91Fb6NP7iec5XNSQL9NYKZ6VBPq9/r0xNQUme//L+pVj1d8D9POJu3mHXM3Z9tooTEGIqFO6XPa4xwSiXuunJ4IPhJ7BTx0rBBiJY7sAQYUKqI3FLQn6eSeNheA8d5gDrHVEDpe3DFdY5RwIv8OL660ADzsIsNDoDseAivO4W8iIgyGOaGmQiIthIg4nAQ7SaMHA+ifoyChIbNCOt5BDUjCIAuoyJMLsdmD1oQ0FEWkNfFfCxwUqCcbceBLPEDZ2L74DkrSj6R4AEjz+8IVzqBZrKzFDFOVQmgVRPAsQtAIy71bxW5wEgwddtLOGjzCEE0aq4jwBBwAKye9X9K7jbV+CQ+G4VpxLX5PEoQlFZlIJ/8b3H+/ADlM+Fircsuh8kOA5ImTWtGhpGNy+urfVTeUI9wi8ASLkQgDJzdz4WYptU/U6ojw5haYWAR59dldrPz+flEC0vnJ4HsE32C6241Ok3fVqFCDtoaL9UAYrGzSnh2uPlNZPGuZ9cXZa52NL2c75pzUi1ZznK+aDVPcxIqEvRxlELZJRtH1Q/z9U7q61G61IKhWULXM1rgp+9MKhZDZIgKfLpXnrvlYbyy/q5whJBLaFMXYsIIo0GCJDDK7avDeh8QDRDv3Ep3Y2aREo+HnBAgjZM7ywIJByS4DVvOjA6r+vL9rrOmznOT4xJoeb3x9c3x2cfaW3d/IYgfeEdXGwvMpwlY8dUmz6H/WYdn+WyvyDbpvIWAgWw5icqkhIsvtYJA7idi4YBAhwMJuzQ8QSNgG9f3O5AsHoE6x20XySxpuqg2GG/3GLSe+ycgy7gotMe8FgHZDPDKw3yBIIDKS0BnQhrMJpiIs0Kv7A2wu/1N/DaQHmHhTuczRU6njHziIlH7OgARQxLwpwZXqCxwBMlVUyESy9pvHYztJNcAR7i0tWu9fjNF4q5BMNa1le8FxS0eesYiVDjRzdidh2IGHt9BkPh5AZoEoQ9Q4S9WVs4j36AgiDxWRgMJEHc0lat+ogW7pf2KZ52B7ycr7E4A00ORIyTG+BYw3nG7IzkuKIcx7dY4OGsYT0wdIxOS/yjUoyx81i8hmUNUwg/YK6ytceA34QOFCFKvRepWwuNyI+zxCvEGIWwNlRXe1qguJ/GEWoQlCZ/OmVmXBuBi1VqbS3WklAOVzfA6VCjGYW2/TzDPQiEMvU91H4nLk3eY7p9gJ8tSCv0T6+hO5P7v1iQ8VB9TQRINwnsgnWCjBb0qWUGd51A2nJ2J0ovkygovMJnbYJr01y999cV9h4crBPQGjSMiEHeiG0qXQXXs3NwJ3G5ImMkeR8I3nv401niS6Ir2pPnb9yXty2fCxVvWfqrJzi9+hiAEJ/RnzEBmHVEwYiso0/EaUuAjUx7sc/T7/EZ0aJp0RwkdnEtUMSSGEgCcrBacMqJ9YaaXGBvc99ErwLIJopslyLAs2Q7LTdQZK7j4Vgy2wzJgtrrbDZVEGg+BQ8TtDiIIyFUzGV7JBQkOF8tJ7bUrm4JB6SQ8UmkeBREMoTKeSiJceB4j7i3EYlwl5vIn+MM1zErWUhQzWhSL0rBspilNJMbw8uf4xMifMT3ZyhkkC7qUnCNhr5cNYQSRtDrDmRneNXDKysCRzww7JSTWi3zBvITrea96qnpRKMeB0EKPF6BTg+FKAWsgt433mm6P8Y3BMsJTEHOgp8ue1cnnLvkv6IUyBWC0hazrlQWHNKYy68FJGOLnhXGxjEgj7kSIFbCLWV//tdqtlZ9puKQ5ur3KDiJQFFCLDJARpC/4vPFuPXzr75ZHz5DpTfAkx2q3BRVqYnPa0tal+FDTdsL90omDNpCUPEMemXzaw8PezKYyGD0B4B0SnzqQTh3N4j7zaoeCQ6bJcgXLIk1n5w+QMqYROK+idRG4evNPoMQQJhy0h3gFmG97QLuawu566/ApHDYvZusElYJ3VtoxNnvMPMIQJjcgbKSYiaD3ktC0DLE2ZOWWDQiaHtGZ8+yB4ig2IHZBLjdOhnpROKaSQDOroP1kmtINPx5+4g7r7yLmGHbEsGofE73JILcnb3CwUUNPjD5PiUwlfhChmNBsuqVS88vXtD1HFhiGcCYeMCOzqnt5OQaBvDh8i6OboeHZQyQ6wTn4xmS18zi5Pq+F4uadcDHDybVYzTBxzPaM6xTeLZjfDw9wRfGl+nMUWxxNX2MqCgy3/7NQqCYAzRssbCdF5dKBPrMLPeVg+AQzK81Sh9/AFD7PdTVVf4eM2JrDTx7nuspFVddnxUe/Qh0A3D7MdjaxEj7eYH9+GWeo3kRF6FxwOmjW2Gw4xDOM/ZfehfKaLB1sMcTSGt0xqQ+q26DHVYK1Jmk7Wdm0DwLdPKyZGSqkp6v/MiVCBengwhoyTy6RWAI7B344b4Sotha8P5KXKLGUfq738PfLWnu7V220LB1YOegxlGylC8hsSYAbx12X/o967F+QuVHJqbib//tvw0iwl/+y385Xfsjf+SPgIJJLf77C3/hL/zwOgngfJt9i+PS6X1JMOJVFZhV8aON1gEfPktshIYPfpoxa0H8LH+zexWnumnVPq3+MRR5qCQ6BB1QwfeVzjkUlJKKPFTQkKBoq4zH8Jy3QbRQxOdjvIaGg6asSe8xYaBF9haKwDVANBdkqrGgan39WXrA2wxiYTKMW5ZJh/mW/A0OGkwKM/U4YY+ZBswYMXOP2feibWP57qCxsJGDgjUWbzCzgWWN2WtMbGDZhJiL9m2o5hrSNRFEchaMeoSq+F3++oQBKe8hhYpHhQjlwHAq+lAJFFz3JgocaWEwwwftkO2usJg9wA76dAc1C+61Oh+gplPFSyfCWX4OKFKstMBOmmxuj+sCpgPvn4D7nQgdXZ99WcvF2lgC0kwxi4DDPsd4FM+x1oKiUlyLrgirEszIdR+bMaaDo3ifbV9LBI/yepj/eChX9RZawKqt1BfKByypzc/c1Jf6WvWX0nvJ76mZY1UEyBf9dx9+c2vWPtPlMD0iUITSvsJLSwPIiiJGAGRgBOYQK9pwsh1Oi4FFh7PvsbCJUnXV6KRGLKrH0dzgrPeYzF7qiOuZKPMwFCiD0lAKOO6eY+5v4PQQ4mkgrg+6g4tQplE7zAzFMX6LQvb3Pq8hL/TWKwM7PAGbXtycdBH3R3ImGFjMHF26CFpFK3reNzMNqb8+wFUkSFbmkOdC+pIop7ewZoQjA6eMBLorA6M8HAMvpyvczzs4T1i8IG15TkZLOC8wtIsDztZg8Rr304j7acBx6XCYe9zNV3g5XweBou6zQ5mFWijowe7xsOxwdj0mL/EX+Xf5y9A48Q6znIR44GsceYdbd4NvzV/Eye/AAFxwtZV1pFbtdxpYrMarg8b9SeP2mF2Wo7dOVsrImbF4wuQHfPv0Ho5uwNXhe3jv499APz1Af/wdmF/774EXH4LnGXw+i2a8PVaDZp+dg58m+NN5U9hm5+AXEUTRGVAvGv2IShZ5OBCBhhG4epLWrSRo62XNmQ4tXDiIgPGqciXyx2PbBbjTGaff+V4lUEjfPKYXd5he3eP88S28FTfe5dUdlodczxaSowpxIuVahLXiFlXEZ6S+tiWOLwpHwyBj1CH3RMqtZORak6E8vgOcjuDTEf72Ffh4AJ8kSNtbC/uwngteLNzhmASKPHEey2/8y3U/P6HyI2Gp+NVf/VX83b/7d/H7f//vX/325/7cn8Pf+Bt/I33f73+4Zni+mF49s7v5ChXX88FP1X3r52rNcnEx6Z022aJ1b6isudFQr1os+Ap4yZHRkFAu7t/qAYVGNSy0ygHg4tMZ62meDRqNqD8tf8tj5dUI3rpQ3TJDiTmeQlq74KvqkiCgVjJLDrgmZB2wfC6tRK8vdbB3XS6NklZPhmE9UtY/tle234V89roT3tRnv+TkR7vZ3Ab3VQZgx5Jcc8JhYQxgi9weDKxdlApNcKw/1hMJ8GPCQGr3UtlY04+Mc2uPtpCDm09HLd5j9cffVpaKUgAoONnVfi6e2bDcXezdY/1pXWZ+DIq7RMpTKag0RRoRp+nNqNEmLZdasHgNZhvUMAqDWtpbEKGfAcAVOYpaal7uDuJgCSYFa0aQt3XMAhHEEXYp6tpeD6wyQ+VDADKryFyvn5G6JOw8KsUI5ZxllVK5B+gCDOyq9sBgCpxt/sV6UfgA+T2VsxKU93FgABg2oBbKc2J1t9A4w6yCni8Xwuw7EDRGqsFJomsTAChSWFjcYgiAhcKJd7C87TL0WGEQJktVWomLs8fCeTjWmFyPbjnAsFiIcHwI/vtveLJ6BrdoTxvtSYcKUIimJN6kRAdM2jG9ZqhjD1WIxYn3X3DBtYdtTYGbF/gQiF0eBX6egauNWI4wjs2iTUaLvEhj22eiu64SVBu7oRjljWuxn4vsV/JeEtgB2Q1tKzcUIFDBq5gWkmzln1L5oQsVDw8P+DN/5s/g7/29v4e/+Tf/5ur3/X6PL33pSz+Enm2X4fop5hA0A8hitxBtTUTwSMQ96MdFv1wy6dx8RnomlmhJIOQ1JloQVTzfeuLnUloDyhbkAwehQfREmlgOsOAaQQoY1YKTG2A5m1ejh/qgLLSSxE41mlE4noJPThQmFoi/ryEvMRUofbdlky1GzPZ9SCJUQfIyQ7G4C3DS3BLAHrrKir01k9JGaTInAAt1qFl0Rpnf2qcDQZ6Kn3MyuvpdMrJ5PSmKEeZ1o1+XjuOSF4zfs3taDQ+apo+kr2q1Arhuk7JJWq4roHA/iAdQhLEEWyz7d+C6Hbr5QRiL4QrqdA89nx9hmJDbCTB2aTDegezSzF58hgS1SGlQUX9kPrgbxfzd58RQsEsm1q2vGHNqP8JXbs5/yMDNrgjWLoUh5uTulWY4ZFEt6yJA0JbCuMs3Eec/9SsiicR5ic+3C0AWUju5tdBRCN1rweiR+IpU9+sPRPXOjw4N/qTKzQjsOkmWlkt0pOGCGQ5LIMywWILXcl/huZbqUmH/O1/Tmk559JoxO41OiaDuWCFmlA615nxBBbBF5o2pWNOS0KznmIRNQbtJzhHTwXsFslPQMzGi0O5JgbUIKz7EtiU6SYTl6h2APZwZYQcJyCbvYOYjtBcrYaTHHgQHA0MeT/Udzjzg7HewrDCoc7Km+gD7yqQTPfVKo8MEgsyFVx1UERNCkCBt7WZYM1ZbYOYOJzekmSGSWI38LjhYUeK7ZGiVXYKju45ngf+VZK9LE59OADw4xCvEMlmN2YuF4WFhPOkPGIyD84TJDYh5qjrKidkUHIyyMOQwoavWXG4rf45jdZ6gNcPbQGMUACf3uRSnG12UZf0+351gFGMK7sgfPf05PD/9DjpY4KffBX3xJ9D9m/9hnUitKcl6Ba4130pJzpO4ZmJGbGvBWovbkLNgXWSXBsS/PyZtTK60JN+XCRiL9PbRNevlx+B5lqR73osraVHcvIAXi24/wp6mijknowP9RXB1yn0x+x10vyHcKQX99Km4akU+Q2ngi18BxYByu4BPB5BniMxYKI3Cm8wMVFgDya1rEGHA5vgWjnmPihLPCbEQMagzUH0vVopjQIWKSf3a96Z1jUYBAOzR/ewvrMf7CZUfuvvTX/yLfxF/4k/8CfzRP/pHN3//+3//7+O9997DL/zCL+Cv/tW/iuOGyet3s9y5Pe7oaYL/nDDgqK8Doaynk4No4Nf65eYzNdcLSNJwxQX3nfa+mq2oy0X9Q2B4KQoU4WJr6t/pSOQzM9YrW7g9SR2RgY09B1C4P8WrOuRo6BqMb1T3LXqQOWsgeSUJYDlXMr+Ocl3lXETLEBPhTCO4YLkX6nP+j8CLZnhBKr6nmSlqbhmw4p0V8MJA0NcxHn1HVU1Uf66+JwElr4tULwtD7oI7VSZoPs3Dal5QrMvCn7XMKsvBz7pbDlVn/E4CM6sxpToC0xxmhphBsxBDeJ+zVTezF3tIIQCbg7uUCBQK3A2ZEMenKBxCbT6LUtPDxQyUh1o50UAICtRJgFlZV7TJDH8Je4j8LjheVwoc8f2BbPavhsr5oAqMYTWXrytJ6KgPkstPXhAc3qApAJ+qZuuHVYSJbK8SYrbitsSkna3LdOmlATTLD9m1NK6UXju8szuDSISLWCyL22NcwtltNsNoc9soAk1gH3IsSOOdOydaDABMCk53SfwkL4HSUaBgIizjkyLDM2EZruHNgGV4AttfVXUt/R7EHuN0K3MJUXrFmSMCdmpCRzM6Wmp3WzCMKl0v5frc7UKyOWDur2D1kGjW3O3hlMEJe9z5p2meFnR4xe+IwTPkP2JGxfg3Ro1gtSgQqCjSVMl+DjAma9I9zMDiCNYpTE7juIiizTqxUqCgybfzFawjTK5Pc6GpBFERurt4A60Yo56D8OoxmkXOZQoKuTh6Ylgv8oNWjN6InVyRBGbHmr3zMEqeMcrjyzcP8jsBo7EwyuNqeQmDLBTw/gbLzwUPkZiMRdGaXBgNUsFCpPKCjwIFgHWyNefE8n0WOFjJI8JguwiD7VwTm8ciUADAdEJCI0tnCOCnOVkolDGgGHztXBJ2SBGGZ9epb7RhdorvXu9GmOu9BDZfXxXngYa+uZa18eydHJf3/hfFdSsWbSSzfBDkEwx3EB7SmREtCa3VIMZbIAgP1qZzLs4XmOGOpyxcLRZ+sSJk2DxmatFdFMk7Map6n2QUeHqN3+cPUH6olop/+A//If7Vv/pX+NVf/dXN3//0n/7T+Mmf/El85Stfwa/92q/hl3/5l/Fv/+2/xT/6R//oYp3TNGGastR9d/fJQiE+nCwe6CkeUPgDMmPA1Fj65C36lOjsTUu8N7rl8Gvq2GJ4W8yh9SO60Npu1hoe2qkJrmTACyGIiwM4K4kpCCLrOjlotCw6EGsYzEKYikYZGlb1NRNWaWVz5yJiSIL2jRqCaGKEmJlBBjNM6qTMVEb/kHFlC1A8VNv5q83nm7OG2nYEoHKOWgPPVvPD2Jy3OK91/6J2C8jiQr4vwg8TLLINIzYghGrHE1LoeHCPoKpRAvkG6jFqR00PisniHiuBqaf5FDRZl/M0yDoKzIfpRLsVJiWO/uKziTHIdV24MfVrdd30cth5V7+MUpgoNzmRuG41Fofq3mQpeWS8lGOxOGh+KdQnDONjC6NAmrokjFz67U1M9qHwDyFPxadOy8/AsvIaEGtjez5HxpTwVtOGaNjUSiA3Rr3gql9CfVzUxSHrtrjixH1co8jFvVv0IewNzbayVKoWopVIlARukbt0v15X2mDZP6voJBAslw09ZtK4370vmmoEKy/VsUHMwKimgGRUz2VKsFTSMFJYuqvU/nl4kieQCJY1bvkdOGiceJ/nKbwbpYAeDpOVRKBp+6J9Z4maVKW8X1yMgrsSZQFE/hImK6hQa2sGcLfsMegagLxtP6ae7bVDr0+YnSgNTb/AeQkM1+BgRQE6BnrtMVmxBESo3Li1FTye7bPGezSNKx3EO6H3a6hhfvIc6slNokG+0J4ncJbCwg2twS3WchjgpvKESAQLpQp4UyoAK7aYBZbcDOkrb8Kzqq4DGwN7d19d153B7t2nOL+631Sc+NlCP3+K7irAwhoD6jqYd57lMRdt4Pm70ofd1Xov9CE+JM7TfM7PLzMwn6v7V5tBKcCJUMb9AP9hhnt1h20lOs8zeKnfMSkVDNMFoI7P8LjpulJw3/oGut+zhqL+JMoPTaj45je/ib/0l/4S/uk//acYx3Hznj//5/98+vz7ft/vw5e//GX80i/9Er7xjW/gZ37mZzaf+Vt/62/hr//1v/6p9BkATMrwlljN8H/VZCaQ4rwOWqr8iGcElAfRYqgGXnDxQhA1PDxrcMX4ApItuW2pvvB65iqLBhouHF1rltcoCwWPhbuCuJZMM4qxRQ3Llq+jaNuIA6wqUThYmh3/GAMVzYBMIdCQoLnACU/35nE4xMRJeTMzU9LSSwyBTpahyDxssWc+aBKJuXoXiaAmJqGsYTuWJo/wTVTFW/dE4UFYUFr9Fp+jjesomIbILNWjZgRLhhkwzDXBBgmcpO9H0HSqs2svszxsTEiQFJBlQrBb+34rQYHX6yr203eD+HIzg2ydjZ6VDoxKcRgk3O6gamQv7y1okHIHSnxvWhP9sh3d5W8UhFDvGoEm9+wx3rN+o1R8oo3fH6mHCIJvzzLmIMhEa1Gqi4J/PPuc/K99F+XctMKkeR3+6idfPm1aPlxwZ98WGuSNaMWNRZphtLjTMAOzrWPRFDGM4oTmozUHC4ULeWIy7HSpmAHEUiFIRh1GdUanLvuzx91r3JzgQqvdFDSe1bULDGC8PqkdjvoGIyYYtpl+QsbysX+OkWfs1RErDWw1Q5SY49ROMasOBp4Ihh0M5rVCKdBQV9DpOGo5F6M1QMrOOFivqqRx9VIXH4Kn/QGT69CRg1EOszdYvMGgxV3tZHOOIusI50Xq0uRxmhWGzuNmt96pt0eD96/nanrL9p2XOA4iLdYVInGPowDvQnFm1pC34k5XMI0b+owtPUSHCXsc05xX68Jb0LgXJnWZgpCInAiPSKywRS6ELeGBlBL4Uwputpf8/AOaETkHjLsK1pWZ4W5fwTx7p3rGPTzAv3oplgqCID0BUH0nWbCpcCdtB7/JUzCW2wcoo6GMBp1O4u40DvXYxjE9L+MSJMyS5rM2sOMN1DJBuRk87GVOvQeGAWo+JyXRqj+FZd1bC/fyJfhwAgJKFU8z1FDT3gTp68VVsH0X1doofstnI4N2dW6ZT7IQtykFf5fKr/zKr+BP/sk/CV34j7kQRKOUwjRN1W8AcDgccH19jX/yT/4J/tgf+2Ob9W5pt77+9a/j9vYWT548+YH7/fJ+xm9+OzJZHDCjhcwacpW2iEFYWEOF3wBhiBfUp5mBTfEHllVIuIZw4IhGumVRqrgEufmCWFFrsNtf+yJYrzRfx/ZVaMeDcPIjUDHkOS8DIAdlElQok//oukPFkWAgxKsrTLEEBI05N71FgEFkQWNSdVCVxhycBKKIJ6yZhcZCA2KPmWMIYYSHq/HNy7mRgzDPhYcEVsa6axru6wOrzGYdXcWKuXiMbbzE0MT5KHB+qs8AZ7/rtBZ8c0/9nPILBh8xymVNxZ5JxlsCvMfN4btN3goC2RlqPkM9vMzjY5bMpyGDdDUY0wHRbKxFu7+VFdtTTtrGpEDewe+uC4YegLNQ0zGta98LdKVyWVOH1oribMiFEmYgwAyv3oMLbipF/wnBHS+YqWvNPwO2cA0KmYIR5ouC29eqVBaPiNIUaiwYy8hU5c9InyWh7xq6FsziZpZGC/iINEIkPrhugTAtRcCsbnRM1qb5MV/5OfT/yX++Hscj5e7uDk+fPv2+ae+nTcsB4L/9NY+74FlQxkrUJcyBCkG2Pu+qsXPoTQFDzcBh0ukAH40rvEXE7efZcKjyVDBEgNDwMEqSiFqvhN4W5Ym+Q6+WVf8cKxhY7JZ7jPaQ6VfjQqrslOmP93K6kC4ydlNy3zjqa3zUf13GzQve9d9LSfiIgO/4L+EOTwEQbtQ9nnQHSfRGYbbC8BZ0IGZ0aqlpV6DzM8aKBmtYDHxMe1fqkm8v8bxORhrANXIAvS8gtgUG/OVZUJzahKzvDbfYmUlodbF9LOsw7wTrFV6eRyxO4dVB9rX3wCEpnhk/8b5FX0zz/Zlwd9R4frXg/ZtFSJGXdRD7/LCUTCJBKwetonrIw5DH4iMfwOE/wmwpKMSa08cDDI9391mQGfWEGH854oRneAEQoO0Zgy005wC6uw9gXn0I3N9WFgpYC386ZVq4fTilosaxpmsxiWp8TmmxxE51/AY9fQbqhZm3Lz6Gv72Ffu896JsnYGbYFy9gv5e198ychAppdwCD4R5qlx72HvNd0PS3QgYAMhpXX3pX3ITC7/rmBupqLzM8jKCbp0k5xgDceAPVZMicnnxR3HMB6PkBKp5/boFyFur+lYCdNEI7EJbedAY7h/m3fqvKXs4hTwj1RiwyhdDkz1OuR7WCRUHXA+dQ8Rxa4+bP/R+hbp7hbcqb0vMfmqXil37pl/Drv/7r1bU/+2f/LH7+538ev/zLv7wSKADgX//rfw0A+PKXv3yx3mEYMAzDxd9/0PLRncXsTbAwRD9ZIW6WSQDyQsCuC25LHsDMBE2+yJ6dyaZk6bTwXlUB3ZGVLNnI+EzMqeDR5the31v/jTVTYiKjdp7YBh/eOKJMiBUzelrgSYPZyUFAgAnoJbHFqGmLmUQzgGpkx6V9hw6aPGbWoR8yJk0KxByeD7NHIl5peCxUQ5MyS10Mn9qUukyaf9FLBW1AMf851qXW+ngQbMQ4D72PaFjreRarRWZQpa+V33U17xtM/qO0Oot5a+EwfyaIgBcFGsk4ooJYitD3on8ASDEmIhhv4ZWCBWC8DSMRBkGRhzcD4IOmigSS0gBQrz5oxgcxUU8bQX92yQQ1atS75l0CIEXwZoA3nSThsnOKr0jFdGDeSU6FAtLSA+Ku5VrTP4ShdkWkEvs8feUAFAEsDDuBwnj1OsaiNI9pI9xk5SbSQRCTirwU5bOtNvaSdS41Evua130F/do8x12fMp771m3LmORmxUoJWlCoq0rkpHUKLrQvvoPfbVvFp03LjxPjxUOmf/qCsj0mHIu/d8RwLFrl3mRGGxA2buw8nFcw2hfu6XLfoG3we8+FIP7y4msv6+7s++JXef7BXeMKJywsydGMsvDQWLjDDe4w2EN6gsBgt4TEeVyhPzEg0LJQmIcnMPYMYifQ2yTqmRfdVxAHZqnHh/gSdv4IxwoP/hpH5BiLe3+DztugVAqnFgHMFEDTrQRdU1YXESAZi6hmQRw6TLwDg7DAoMcCD4UTRnh0QZ4vN23U5nPp6g9A3M2eDGd4D4x6wcwi4OzNGaOxeXaL7dORw8weHhpGeew7i28f9qmt2cYZFCvJf/zQ4NmVR6eB80K4OxJ2A+HlccDsNG5Gi8kaaOWw75yoebi0QDCcV1BBqSiw84JExXAiMIXx9TqAq5CH9SokxoVYeZTDqJdwTgEjTRLHCIUneJXGOkwP0G5KShpyiyh87JIDhhHoQNeFIOULCjBjxILhXOPaFEoE0ChX3lzHZjEA3N2Cxz388QAOMbPuo4/A5wkwphIocts6IVH5adqkn6QUVKcT3fTOVUHL/ZOrFUPu7u9BV3sRJoYxKFs04AlsDJbnXwF5B72IO68bruR8Coom119BTSFfhO5y/IhMqvyNFh/2CT7WvXhRCRSx/+wdeLbwElAjyrjFVmtWzh6AQ+Z5QRFXxS0FB0Hym/3Gr6P/g394NWefRPmhCRU3Nzf4hV+oI9Cvrq7w7rvv4hd+4RfwjW98A//gH/wD/PE//sfx7rvv4td+7dfwV/7KX8Ev/uIvbkLP/m6V2comcayTFjqXGJC8fo6hAqPaLn75/npouVoSZWTcHh8Y7pY/ik9t86y86j9RTLHnwBtLQ0zMYvpTBRqJLgSLuo8EhoPe6AAHhhdEhbUDImDR+k5QtEI0rYSDypbZwMNT677k79j4HBXQlk0izluFVt9aJr8x91f9vVjt91lKVqG2aLXzVb5tB9EKgjSs1inLrtV9QIAJNp+gXfG6R3rFzAKn18K+RveZS4OcJ2Dc5biFrq/ujewGD7s0k9zvNgUx7gbAqbp9JQm+iJa1IWjD/F0y6dV9qkhZGBHILhUigAzQ0gKlhLPyFihc5D6xoh6Z59AvNo+Q966EJ5XDf/UugSy42MfRYT6LZbJAZA6T6L0xpVo1MWoEGAKM2qJISO5QdZEVVSLElUVRpBsxR1FLuUUJcvTCzC8MGJRWi7W7HSFY75irfRnvizkmbJctvwxgVtF6UNAS1eEOz3Cw29CbJ96hpwNQ7NYQIRes0lK5CC3SlzWAiZQJY1IIWQzhfCjpdHTD3dIKFOMnxqgt+k7maQeLmLupHO/WvMVilA/neRTmUT3BTHj50KL1yN/DpLE4hV3PYG9wNxmMxjbC67rvcV4UAaCMQtbpfOZ27LB4lcBBBEEMMMH9WCmEM9pB+cJrgJ2AcZT7WW3DuNaTcmmOSfI1UDzzmtMx5tGJbj6NgEIQjTy/erGCq/UP9/ANo10/GQpjE/kICPEQLLEpCoD3hWfEJS2CMRndKTahFNDvJPeR6YJ1vO0S5WOl6NvmzHkPBBRE5rWw1ZYVbGyzcDkyncwQOPz1u4BSEsytFPzxAZ9W+aFDyl4qfd/jn/2zf4a/83f+Dg6HA77+9a/jT/2pP4W/9tf+2g+1X0/2BnfHbMoE4SIDWsY+JCYpvPtL/EBcK8wMG6DqtLKJsCDUETUskiBNkup1ZOvVjHy/hU5aIl381pGt7ouCBnO0oEiFGq4wu+YV7XjtmlW2HxGQ8sEQUgKSxChEXJMsSwtShip2o0cWEkqo3dgKh3uyDqwcf/a7jccFr2rIB0bS5RdxE/G+eMzXvGhtAdoqsc4obACX3/+l53OPL7VBod+vqycyNxFdRhIDaszQYAkUJUDBYuAzvNJN++Gzs6KhWaZiyQVuKQoOTSAZrp6AgxWBALmn0O4zIEnwqlEGr/O0McKvhGROp3BYkV1AIQt4LZeG2kqfYEAS5rX+rYU2SebTi0uTD65AJmjOt15g9bxDHa/xWNkSm7Zui4x+gdoVtU9pVFvljWrfvCseTHT9/I3q+CyVm1Gyas9BuPCRIwgl7vfFSYI5o6KioKatQH41YojbpodEwOQ0ri4keGcGJtfDsUorYovOCHgHwbkOCg6jWXDCFSwZaC7c/ojECsUsSeOMMELkLbSb4GKwdrjXQ+GOnsIGm1S7NW7PPW7PPfaDw+2pk0zZxuF6cJjsFe5pxJP+BK2lzoHmMI8GRGI7BUSw8OkUquk0AEkEWL0FX4lYUWlEyU4vV/L5lU8TInHz6jGjK1x9FUscoaXMHGZLtUpz77xCrz1mSII55yST9eW9hmRN6XQIcWIkiNvo5pYLh+vCkEY3aGYE4TL0i/PZJlYMlthLiPDhvIJ1hJPr4QGYYcHJSYbuW1zhHfUxbtQBzgzQbq5oNi1TRjcqi9LQT54CzPCno8B5xzEOA6jvM43fjFso54QCDLepNfJR0FAKZCi14a0TxCPvBeGJaouCt1aEEK3WqFOp6izEmLEHaYX57ihxFH0NcZuKMSArSFWgEGmoNJYn74G7Mb+M4swCwmpgBriIV4Mov1YKuGit5+BHQABdXwGHQ913IJlPKZpTY2ux/ZjZsZ5subdF5irONvOVn9qcs0+i/EgJFf/8n//z9PnrX/86/sW/+Bc/vM5cKF99r8dxcnhxb8GBKStEgXCXfGYoYXoon/9taQk3Qi3Wd6ku5zVMEaQny5qgEuMrfy1rGLjQXkZhWpJAUeRqoJAhlMWHM5aFNTp4yb1RjMWlOnIRuNRLGv3YUmnTyC44eSwqjIbTOOIYKTxfZhfwqPMxiEAR3Zy22N+6N1k02CaALrWvmiejdWg94texhOXv+Wh9XanX0rrO7ZbWdcS1mHtCQbixyC4WHh1Kbbtng4l2GHHCub/BGIO1maHnk/hhd73EE2xJykoDHUngNgjY7UXLM4yg04M8Mwc88thb3cEPJXRlcMnhjblIG0eB2UE5K0m+4m/tIec3GHzXYIJznq8ooBEY7LMgxG4Rl6vUjriEJbx+QA6QGL8RtFeXGfvmnbXEoL1P5UMmM2XFem4PyjcSapr2o1BWWpG2NHOf8WI04Q//POO/+/+KYOF9zEFQMgwirntmWE/oAsOsA/PqfHaLYs5+/qmCIIREvsdyh/t5xHV3TtO7eANFHmfbJ/fXTHFiEbrHDJT2QYEhBUAKH/dfxrvTt1Ns1aR3MF6cP11pjVAGVkXgBJ9Q9G7pnYA+RYFvynNxmDt88HANBmFy2d113/vkzuNY4+V0jXfGA7TymLiHICRp6MSE5Zg2gli8Pes0ZTN3kKR5CTojrO4y0Du4ZYazV9qPdC5DHShyArsKi66w6lDY54KuNMOFPFMExskL/DiYcXYGjjX6juEik0lx5GEPNvtr6JD6sjhAa4L1SNCvUUDtdJgNKueZU64Sy/n8yU1Iu5IpPKwTZsEXJMLBZVfB++Uq9dVD4WP/vqyL4SngfHKVY2aY+xcgrcHjCJxDvIU2makGoPZXcIcHoZnGQO12QHRni3DTK8EiM79QAj9LWlfCiQi+YZwEkDHwyyKoR2HgfrZQfbYYs/MiUBBB6cIFVDO4yGgp7lgWeuwFcpUI3dWYtPh+XkBa5RwVXYfui18EWwve3UCdH8AAlqdfyC5ORCnnVVuYCPAUhIWwzpSCe/Ic+u4FIvw3W5sSykY6q6+vwdMM9+pVGE5h+UmkPcdJJGWPDiJqFCxCoHwljJRnBrMEtn+Kgdo/UkLFZ6EoIvzer+0xLR7ffXHCR7cCGSql2VAIWo9IFBqtVCzeC0pUZGgJ3LgMqYSnXu/ZMqZDmOuZJSZBCJVGjEPLPSzdcggWPSz7glEnRP1SOZY1W5cFmkssbsmQl1dqvqdljuRzSbzr+nN8RJ7CrfuKFio+LR/6UdhjcELjAhOsbyF8i9MMWaNZai3zMcmrKVFAM8ZtF4im10Wbmc157JH1m8jzkt9EFN/q8H9q+0QEzxoTDYAZcTI3eHL+EMYvcP0OdLbQ1oJMLzU3+ScQNFPQO0EOCgQZ3QA2vST5iTjeSoF1F4iygzdFrEWRjKuyMrSztQVvW/RnS5slQkLh78oiNqaDIxDxMmMqsQfbCVVwdQp0De+eG1fEJFigaQv1Itj83AgLJaPfzsPmgnpDoaJ5tl1L/tXar/nHobz/hPC/+88ZDyfGP/uf2h1Wx7N5FhQngX6FMLeKYCt/V3k+WmOB/Lrj95MbcHY9broQBAuCdboBjQg5bjirYYS/4ETDNbkqdsuqEd8bfwo7PkIrB4aCNnv07lT0DPUaIgDwWDDAUdZWKxKl0WQNvvNwhdOSaWIUIjrdohDKl8Xr4P7FsKzRF65gJXyHzBNA5DD5DjPHHDTtmcHrrdGQmlwnQ8FCBwAVBYeeaiSmUtA3MZ+5E5TDPe5xxohbekdcp5TDx4cnqZElvvgNwWI3oNB+ByHByxpZnIxh1zGYFawXa7FuLCsAYEvBtJnb+DlNAYnQYR3QRRwJtK4vcvcLfhejmuH3X8TO3+Nd+wGYFObhKa5/538Cdb1Yip0DLXV8BTND768AQo6dUAo0GHAfLF7Jgor82XvALbk/1mJFpzRJm+GMcCHJG4BgbQD8tKSNlKwIqnbzIa2r2DEiAu3HVXNVDMVpAjNh93t/Lrtx3TwHj3u4YSeuWV0W1iL4QbnjK9dqreCVhoqJ7gBwN8A+/xLU6Q7qdJB2jJFcHIF2EBG6996FfvoE82//x6qfZX+pFNTC/FARMxfn8OLzRAAp2N/6Degvfh2fRvlcqPg+inOM+6ML8RWvK5EQN1ebhV760LYsc1kPqt9ogzklzF4JUQVCMFdAZiqY66z1yV9EC6bA3IdDK0v93kvsg/RSMmPL4VIT/OxCVI6rZMwkcDDRH88pOJA4BmWXSERUWVKkjWg1CEGmAd5TNYdPW3yeto3yKIf/SCmZ/4IFaQnZ91l7fnYteqG4/iZl684s71JJGlPDjBi3UDO1rDTcsIOejsi6xA2hJ7g3sdIpGFgWV+viEEYWuSdmCSKMpvGq075475SqSG6BRa2vK6tdFYWcal/wRr3yfw9I/3ztlrduqDgIQBEbUkp5GK94iQKdadXzuCbkINlueyV6fH/lgovBj0O5OwEf39ey3nbJe915Yfo1GGaN7y13PaI4EEZEbezldqVRJX9mm+OFt0oERya4xBBO/hqGe1zhIdFRBnDCDg4GPSYwKxyxh/Uqud/ENjxEuCYwTMi9YD2gldB+z3VODwawOA0C0KkFFgZnHtDTFCyPgc6UQgKAgSdExD2DGRP2DfO0RVNbF1W5WiJ4hSOnntnmJRMQ4H1lBJociLmA9I0ju7THgsC38bKp+UQQl6yC91uVHJx96XfpjS+OHA5CLwAEfeJmJ32An/aqE3rMYjty+xvQ6QFqmbf3elCypIXXdQm+ejVuys/IPUVMBep5ikKDxKD5cIxe2IRvYHVdxXR0QbHqvcRQNHEbgLSt+l6mUptsvY6KsboTKJH6cqJegvJWYMuVycHZuWPVWei7AdAd6HgPirGF8wRSTgLgL8aSPD5eaBUEj8ee4m13t0+ofC5UvGVZrMev/9YB0yI7uivSVlTEv1j/+RjIh1JkVOTeNTp9CORfHx7CYYDg0z1c/LWsJJtnekhqNmSxN2eAKGGqS18pIIAyJt/BxyXBgKEFvbJYvMLZF5mMSxLNjI5sAriRGI8tiuZlc5P4wsZNZ9EBTBnMNASeLSzCi+yZWRDKi3lduMuBfiHfxUBzNRflu2BIEDgBweyde+Z8QLwi6X/9Lto3sCZsUfefhRpuGIHyTWQ2fl1/wVyHOgO+RwHci43nLvdyfdd2ex7BHaC6mqFslbfQbAHvQN6BTQ978x7cOKG7/QAwHWiZqpq97gShrBtCJuxQfGZu4vyRd2A4ODUC3kMt5+D3DPFljRqa0s0JAAdNHZPK0JikgPCsvA5GZfHYmGm5SGLmDouZ4+IJiFjt856UaJyIwE60nXGvUzOXqU1SaySptHnaAy8IFC16U5wLAGAftGcsglYzvnasb1OSMEUE/e7X3vLpz0b5999l/A+/CQgzygVQF2f6WzC0nsWFJcXROdHYj52vrc9IYC3wPgPhxCUVE8IlJUx4SS39EhdTKmCqxR3UszhSOp/hUqMlVpPF5Aw+XN5NTLdmi6/Tf0RHCz6gL+GM4HbIIXFd9OmHxaizlvpke+w6j07n80uUT9LW7BQMSa6O6D14dgPODlDksDcLzgHWe9QzNDkMNCHZX1isCSOOuOL7UCtwD4cDQvI7itrovKI1OWjymHzrpppdF2UfOjhodGSrM08OvTAYZNrgoAFS8NbjdrkGQBg6xjLJHWMPTEuxo6KLjhdlo7iu577q4OYEIKA2MYauzEWxfucc3kUreJRninWq6HU4M10W8JaQXbtcFwoufR7cA5gZ/fwAxQ7u6fvAk/egX3wX+nAL7jpgWTIdIRFaCAp0fVPHdU1nRNeeordhYCpMcUxqalIcRuneQ8qAmeHP50IY8ZUlqK5ecjVQS0vLogh6GMJr9oUlpAad6N57V8Y47oGuA7kZ7OQcICLALQmwI8YSxpW2dPug3JI+dfYE1+1AbgmAJ8X5Ymf4foS7ebew5DhRzEVX2u/8DtR+B/fwkLSgZXzHY5RcDb24lzFXifFyHGd4jgjm5/7A5Xn7AcvnQsVblm9+OAWBAgAIS9DuVCG9kTg8epzLbz5gnhMxNHPKLNAyJD6YnBmigaKAs+89wShfaVYy5F5u17LG2XfolcNsKSVSWpyGZ4VBLVmgSM90gGVMKzDJejwLa3TsJSkdUwpKq4tCPIoYtIEWta6XQQB7LDBguBSkbdlsaqhm7mDIgr3Ub4LGiSHZWCOTZn1GW3GeUl3yWeZZheeyA8QaAaZsu/V/Tm+Oxc0yKW8iOUoVOEQHqRikHg/GqPvfJiG1qFD+fVwEavoXnhLRhVIESxSTomCz0AALg943kICmh71+R8blPfTxThiVYQc/XgH3L2uBAkgHhjRcn5zKLmDlExqVyJQnYfYZFTSmdCAI56XLUTDxVged9yIkpMcCwY6qTIIw56rQEsS/uhfBIhySUFqYuhJdSWt5z07cIX3Rp9QmsBYoyjkJ/UzfS41BVQpOlFQYtDAZMZbDEwXrYGBSNrHTHimlBtJ7uJfffbvnPwNlWhj/8jfzdx/OdWHMCOxZlhEk1wCzaOgj4k4si4uQoMJ4SX5Ugl0ECYqhwC4nyPNMWNhg1BZMkv/GwMKGvR7lBx9AMNrkqKLJVnDscb/sMOgFhjwcFE7LAGcYR7erKJaDxnf5y7ihB5x5VxCNmMxT+uxgMDn5dlgk0LcdL1BSc4JlgHxQqBRwqZ4VFq/RawmKnn2HGz0Lc9vG0sV9HOq/xj0Ue5wxolczAIWZ5RwytEDBY8YOPc2wbGBZYv40sQQ9gzB7A68ZTA6z69GFwHHnNQzZcGZqGMwB+LbDATcwbsLtcpPGOnYegMVpVqCO8M6Nx/Es1szOMBYra0drCfwXlyeBG6bADHZahJgYWxEmHxElMAsU8n5LqPi4/qJx07tsVympfrYYccjQ7UNQt6xR5h6DEYHT83Pc+JeJzqZ18vxLoty4eQa6fQGcT2BtwM+egw4PgJ3XMQV9L4LFVolIf7G3xshas3aTO1LjCDqcoHcj/HkCB7coIgUfGGVSJLETLPWVFhAO9E/gZLvEiKc8FL1YBXzIc6H7Xlx3TZfoOQFQ0wO4G8Waozv4mHjVO4EyVwZWDw1XACxmhF4OsOMN9HyS+SUF140gu4AbxEOQgu8G6Pks6+HdL4Befgx9tYc/z0FwouCPGMamTYodIa3AzleuXxEOmJ3kxkgxFhFy1mj47/wH6CefDvjG50LFW5bT3B7OghfNhUtPXS4JFIFNpYq+i2aXM7kti2fxcwdQSe+SlC3XEVQLq1Zn14NDBmrrSvMXYwmQti3/MqO/MIZyLCJclfWtS810Px4dUNYd9U0GbpNDLhhFqDwOICURbO9nEBwHppmitlBVvHbUJL2eFQtCwAa8cOxVJsG+SHpV3l9mVW8ZiJrsvsmsrfvQlm1RY+u9+Nh7Ahazw2CPzSMEP15DOUlu5YYais/tb6B52+Tc9k6m3CVXotwEiSuUcyuzbUyKSNyMKUG6Bt9WExGcLoy7yjGxUXRjLqaN+6OLVwoKbwSIx8z6UTvXEpHH+oTwJqM/s1IorYTMXCT80+AySzZH0XGjRAjKsr/zafvez3A5Tu0MhMBXzoKFawiAK2ThskzWJCuldZl+WA90JjgXNnVNvkv1RKS98q1c3KWhbxL7pXC0JZ1j3LubJCSUYztjTIqjVkFSMrVHPwblVL5W0aB0f1ZeeaYgTNUlCyQU3GVlbUUFUSQuCfEP+fIeB+xxwEQ7MGkY5DUYl69SQA+LeRFFk2eNJVikAcbsB3iIFenMYzpV17squ86+XJ6tlFaDEc3/2WrAALver2hlMerUfrR+RaVU1+YoCY2uSYNK7k3Wyxxvn3/bhUjWR4HtiMn1Cbr+rParHCFxAty7X4a2M/id9/MbYQZfK9Dhtqa1JG+zUhQVhVsEQECkLyJgnpt1KN/MfgQ8Q+0LcAFmKNc1bRSKn6rRAJ4R+r1qvu9FmCj72NBdAkDLGV73cDfvy31lE1Di9lQJCFToexTccIUS9clevQNlz/WqIcqWDiIR0CBCkd5fAMfIWmspG55MRCQCl1Jr6FylwHcvtuv+BMrnQsVblv2gE6SsFHmzl1B9Fqeg1Nr1ImoVKjcprpE9gHrNxsyhziMEFovo4VNiNi6w02tNtBB+gTQ0yucETME6Mnmdsn6W/WkLB4HHp+RwGfVGAsR8YtRbbf7WMVnet+WyBGhE56jyvnw0lFr/7QODWbRTkUFW5OHCGFQQCN6GYJdtRB0fc+srLNdVYZ2JTIuiLDIykA7TrUMqHk61Hq9s4XU93Lp3+13URX43kKywHc8SFxHnvLjL6hGaNIw9NUxrOCg858OAGWRnwNlAULXAwAJgbcSFyHTgYbdeGHaus1rHYuegwvMpkzTHOIe4wHRGFUuHYJIgQxBqdImI9V84mMTioIrFm9+SaAmUJBNTzfPB7WL1lrcEh5Kj20gEmh4FxFc9mjHTiwlrqrTYkIYElVPWPnC56nI/V3Ek46eHFvLDKldjDkhuS/nKyu9RfrM2Mg9SRwCjgaIcWK0VC+qMQ0KNCrVU7ZytDm6XkvTMs4Jk3/Yb+S5yX+YQu5ChbgGA8NF9h+vRBk15bjPu3NLy4b0opZhF856turG2SI/z4srboaYj7ZwBSG1ZT7C+h8YO73QFoxke6twEIPj8twweR+hNqXjxGhMPwSk0ZjzKjS4uC0RxLjX5pHwzZOFDLhBNYkXxUDDkse8mTM6ErV0rdBjyTr3PJw0h5CQJZ5YiDlm9pUfJLSw8W7oj1XPZUGTmJJDJLNd9eV3ZXL8kMZZ7fcaT/oB52WHE7ap9rwcouwHXwi7QbAJFOjzPguIXz+R5TjWxtbJRIqNcLgznRNteJJ9L1mMnMMgBqUDqiy5rQLbiRr7DaAnadk4YaCIJsJ6KYPPgGuTP62R+ZIz0u+sFySpapIMrVHUuAHC6hw3wzC0Dk9RyG8zTYnbo3VwJGigUP5KvYpKzytW8GOmsxErgIpFw5QDV7QXVLgbvod55f9W/T6r8+EbffUrl6+8P2A+NfzMAQXSoN310rYmBxZn5CH7g1bqTTZJ855s1yRCtj/MUTL1CMF0w+wphFItB3qS5Pz5seoaY253PfZHsnJKoJ7UX+keBES9dujwXSCAF9KqMKzNv9RjWh8+W0BLpSGaiVRJg6hLHpjbrK69Zb8IBJAeJmPSlTh8sTW9KsKn4J61H//n18yokIaLUsggwJZpJnXl7LRQlL5xKh9n2qOxZ/LzFxFDzvf7c2sYUxH1s4LMEziuF0/C0userDkt/hfPwJASshVqJRHAAcmIiZtB8AuwshNQ7kJ0EXs87qGWSa/O5yu4KQJ4BxL+1LOzl4FomeT4EcZOzgZnm4DdQjq1gspXJwkNi3gvLRcPwCz9A9cFGzTugwuIQ6yieuSjOtRuimLfNPjSftxdO6E/oA1Ozl6jtP1ZjBgB18+mYyn+YpTeE/9XPbu182hQ0PAsNti4zlaKwCDQd8ZyPbpYqMO11fcw5+Pq4GLmP5Z/1OtBYwux0CAhf91BgXVWg55kG3p8UHiaDb73oq5hU5gy8US6r2XWJwbask5toeg5Ap21hYRVmu9QXR6uOdevzjyDZn2P+jQe7WynOBntIQLqa7Wq9dz4zqo4VTrwvkvNR1ed4djgWiHUPBesVzqF9xwqT72FZw7HG7DtYNvCsMXuDV9M+zEd9fjIC6AllRTsgsSRRsIxCA0EsEp1mqOY3AMlykWtuKDuV77xE6eM0xtSvQsBLZzrTiheJrnQ7PeH5+ABNjEP/HGdTKwu86gBt4Lp9dR3Oyr+uz4HF7AXBKHWCxIWIJd4hSVBtYjfvwZO49rTv2k+zMNeu+I25EihIixBBisQ1CJDvfSeQqlqDjIHaSUZsGkdQ18n1sa83vNYw7zwDlkkYeh/yHnkngdPMUCFRYHzMuLmwANels2JNY4oivJRZDXC6g9ON9YEZag71EwHTWWBySxSraHEI5wcZI0KG0SCjm6O/oOdRYIvaj1iUAr3/6SA/AZ9bKt66GE34fT91hbujwwevZnx8bxHfqGeNxUXmr3UlqRm+2rIRNkbB88VgL+tUOGQisYwM43bdDAp9CFeYizWVG1i8+IXLndITIbAS1RHx1hX5wM5G8YE2eI6y/XCYqKBdKYieQljgYICLwa6INyr/UBAV0LxxVksySwX9kTbS/dwihORIhUzOy2C/15eaBcvvwgd8c01e4jlaHo3dCmpSxnep7vp5Lon3Zo+2asjxGXI1x2pkVqgOLC5rkpnP68l1Iw7qPZioWQxZeUEax9170G6C8YvA6jkLc75Dhyn3pfSvfaTX6vQAno1ojxi5fwywXfKkeC8Hil2q/qfRN4JBnhWuCXBk9ks3qPg3RNkmBr5kwlcvGXIvFX7H5W+xLle4Ij2WzXaDwU/HVdAaysUUYYy06cq+lXsnHPZVzUmFShsB44D76FvA773czc9q+cn3Ce/eMF48AP/9v6vddXw2iaZr9d/6M1W0MdD5EGN2tkpyJkQyBoXJ+kJhEtQozfPWKyhyKfLK+ehqWtOs+0njeDaYg2Lo4ajwG8cR1ztRqx/OhOu9x34AToskdHv3xoZ8CZEZb5VlYgUYjQWZRZKxMUErF4QgiedjSB6LyfbwltNyY2bc+RG9CcnriLA3Eyw6eDA6N2Fv79EmNDXuLPudGaw6HM0NvBdBffZ90T/5m4Oew/wnmh8pdHlmtjR0TfHi5/j+HRN8o3jSSuLusHpnAIIyKV1N9DsbOMMV1IXSfat+hVtDKEEaiQ+Kv4CCghjDIYn6OOlTGAwD4MqcC+U64eXVT+BoD3gyfU8ybQelg+8GeG2g7TkkHjUgpaGnA1KAdSMsiO++AS8zYlA0R7eoaQIrJfkloqadGbzYQKNlMCs0o1bRsuVjXiLvUeSlCNAEtR8rOHGlNfxuBHkPGvdQ11fCxJsujyvWFbw4uBsa7k0Ei0WZyGLAkwYTg80ViH2OwQgxFV4ZaL9AsQerHpVYPniY4F5KN8+A730LypikjCv7X+WvKLwBVhnFk9KJRShpfvO/9T9D/4FfXM/lJ1A+Fyq+j0IEGKOSlFyePWs3lYt6yRUTt9FSZglZXKMiRvhjxfsiWA61Nrxsmwstf3q2MV45Von5fdPEbVFuaAlEHu/2oZzv25qz7UHnYyLPOxf3X/Z7vfxevr+SD6tsiajbaAMu2+e+n7betMT+qDQ7sgLWM9a2RNXaJjCgNBwNIrAmM3QQ/rSBD24DTKqego3hJ0YdhNIsTIBoxrSgseT7MsEvRrfq/+v31iNla4NVDDo/fu/3U/9b11HWw7lPsX9bZsDXlEIVgfXO+aT3y49O6TQwdkkHcYFOPT6lfGnBFUqVaC2Wb1xpwoHtZeE8YWLCoBmTF5dN2iDo1mvMrqDnJOfA3TG7Mt0fc4DvyStMltHpjXinYkwekjehI5Zg41DqrNBIblrxrKrGzL7aPvFcA4rYiqKooNiS9+GCS1S2Il7qayy+sASleEfKZ2J8xxyUV5f52HDuMq3e1ba1IHzf7OH6nujZk8obkIWSFkfrFwehI8hTKBWA2ULGwe1XrGeROVfwmMwebDvALXCk4WNmdgU4PUCxg4IFo4AEfrSUwltRBCJrY1CXhPcfvFCEXSuKCvFnahwQXaVgrcTdVcohn6ztF+uXG+UfKUEEjI8TIO7bUpe4+UaJLub6kHzvIAl05/kc3K2oEibKGNo3np1gVltD/tLjiqwfsHwuVLxlcZ7x678949XBg+ChFSGi98RSM2qB2HK5XrN5U8f7aJtQMbLfazrsWyIY2b2wNx1T0R0FKJcQmTgw+zk7a+4xwCBG9gml3EK8i0PnSok+nqcZAlau1mPONT3O5uf5auelZtS3WMjyt+3POToh+7fWbPZ2qUXFchQEIicoG5EhIU7zl+cnRnS085LT0V3WqMlnRfn52Pm1OFA/n95seGftE5ffR+gNGUzQiNjqYIb2FtovYAgmfmL2vcW4nEHsoacHmOVU9DG0H3z8Uw+JwP1ehAdngemYfwtElUnlAG3v6xESgXQn1+ZzGlP6WzLYVB6HoYY4l/HK6xh+LuePJYmf0pWWK8/ghbllBgoscrp0b96w6W/Z/+pNJnN8I8i1TaN+96l9lkNRfDkk2Jzdku5Vz798udLPcPn2S8a/+DeiASZk9yWinCkbyMuozMtQ0iYXvD0y8p3MtFJ5NcbqjHLooq89c6LJnrO1Il57ddSYrSSYnGaC0YyvvrtU93mO/eYQSE642hEWyzgX6JlRYSnBw4RXxw67ztVWYRkZvOdgESFMzsAoh6fjufIkzO0LdbxEXaxXGIysz5MdcG1OYAYW1QeqmClffC5+9qRg/IxZyf43ZLGwSXUnpj+4Gc9OpUSmsyWcrYxBK499J31YnKosRIN2KHnPbJWI7yiPJa6F7SKCooOG8zYJLPFdxvqi90E5R3l9rOl/5V0U+ul8a21v9nbxjhR5XPcLtAJObo8JgyBGkpxLT/ECTBqnbsShf546vVtuMfgzyC0Ypw9Fy66NxMQBkqtizguMk5sSN9+LEiZFYu0IvKyZdjX28MdzTfti8V7i5Upaq/LMRd4kxgCRCp+L68k9PLg3cbTMHg/gp8+gul6Ct+czCAfQzXvg3Y3Q3zDJrgDuMPaMDoxzd5MnPb0AQLkZ43y/feYSQdlJrHK/81vAi4/yfHYGSuuVm1g891bMUSl4dB2oH/JcOFu9C/WTP7+a90+qfB5T8Zbltz+weHWILycKFPGzlAqGtBR8i4MpPuPL3yCuP1ErEjUuJboTUIDLINO7WLfzkSDmhp1XOeYJ62fLwsj9460bUn9LcrYeaznm1bULtZYsU5nJgNNvtd489HYlDkjcgk+f871ZM1/2tWU11/3auhLqI1dZIOJnRaXY0bZSF0ZOH5fHFv+uNQq1cMXNv/K3us/MvHlH+3SepzyAZNUiEt9Q0nCq1kkwaUxmD2UnEShiZ1X0mAa43wkTHn7jbsyxDEoLjB8gZvRuFCY/apBSXUVfY2yD6eC7APFX3AdgfbAl5Ka1EPBYubg2Yt6NSnh5RDiJiy84Z7dvsrynrD8LSJcxbNbqz8f6EHcDgI1YC47mfRD89OOH/rRYxv/z32REpzruIbt113SbKvrIHLMsS6yFL+5v6YxYjX0K2iYCOvKJURcAjoxrcHtUmK1KbRkNWEf4zguD2Qoy1Wkm3B41nKNVXi+jc5ZlrfKpoJKFnfDBXY/JUmLIrJPx1Wh+Eh/yMPXwLEHXUZCxXuFsO+S4wbIInXRRQc2M2RvcLXtRSEDjlXkPljp4ECx1eGXew0I9HBmc9RU8aUwYEhqVgkeHmOdALOlnJzmUiIBe+7Q7esMJkMR5ETAkfqXeN5PTKfja+pIu1FT5dYULl97Z6WAlkXoXL67Lzrf15bbi+gLW3gX1fufAm4fcSKmGAgCE41nEuOpsVZ/EEUY6SjjwNRbVZ4ECAIhw6p7CkcZweJFjCLSBD0oc1gY8jJmGeSexCdXwGgao+E5KrUEoSAQwGvs6Li113pcbTIpSwng7F3ih8Lu1cn2ROJ3Es4RNys6BS0sEe+DulSh7goKKAAzf/gbU/cvgFsqwqhfrGXtoe4b2MzQ7jMu9QJ6zh3YzlJ9B3mGc73MTVMScAiA3i5D28uNKoAAALBY+wMJeLKW7V5wvpaCGMSt+iSqAExoG4Hi/VdsnUj63VLxluTtlBoVorXWWwo2rSylwtN8FtTsRBio0PwQ4VwfObWlLRBCIGo31vQCJYIG87gSy2Dfix1qW3mKPYtOtRHppLtrn2jvKK5GMZ4uHTzk11j0oe1u0w1EzVMIWlhqoosVaqXCBHW+LEG+1ggeM929ZaaQ/jynCt46wUhQqr6X2AvNSR5psj4CS+MLV9brW/G29LuKPjMXsoP1S/0IEpwyoSBYHIMGdIkD38dAEARbPw3Tg0gfUDKt7SOuUmK7U+KAfBAc8Bmyv/G8j0kgRH9GWLfNaVUNze/g/RWEmdYcKqZ3WdYbs8dWhmlSlDaRucS2oG+DB4HZuih5d7H8lTTcHfn1jENgChPXp9tF6P4vl/iw5a4By+AWLxrgIY+0ZK7hZESyEdukgKTADfRfrFSa3XGICiepxmHVinH0QFqodSCS02wGzVfj2C7WSlYc2nRAIXYl6SQ1oGcRt6sN7jaH3KVkfIBCqLf2ancFhboT60EfryrmLRZCRep1VRDfdGZ32mHiAgkOnFG5VjUTzcvhypTgRBljBRXaFAMMORz9i8aaZJ2GmI0OvFYd3TFicWGBql6fQf6/WW7R693UbpYKu4MOL5wiLU7CpLbFiXEi+ntoolX+pH+ksjO2IJa2AxQBQQtpzBe+rVavwqwPBFxrwynwBHTVWAxIod1XSeSKg68VicbyXtvsemCZBTqoep5xANFp4m0lWRoO1SjkV0nWtgb2GX2xKlldPSrmIbaajrXtVtITEzRqtHIyN8wFiCXm4heryZiLv0H/3N8FP38X5Sz8NAwezPOSuhL+aHfbzHZSd0nx5Xa9PEcCicxrDmwG8UzCn38YmB7LYrBloxk+N0EWAzMOG5ZyIgN0uBHsr+Jffhf7az63r/QTK50LFW5ahEw3R4hU6hUQwc8magspCB9FoR+SmlumOzKRHZBZbRKHMpl1ifMv744EYs3VrJUFHzsnny8RtO6Kh7HGrgSvH0RbHBPjAyFGGABRGKwbwxbt9I4xxEtxATftpvrIgUgC6rfpGg5fudAABAABJREFUYGhCMo1vC2csmW5DvY6zhn1VaxIgHAwJIfMsyZeisLaOr4lm2Uf51tCXtTCxVYRE+XS/JklCmNFRpDYDG8RXeQPRl9lBFXetha51x1h8bAu/5xSSzCwm8lbrHR81nWTEbsZZ7gTWHexwBbVMktWVgW45risLM2zNKImFmGHmg0AhJob+NaU0HQNyAEaNTjGOmO10S6DgmJsCJAhWScyQeiXTdyNYk0p7gSJKCgB4mzHgL2inKmEoZQWOU7IhvGw9X26m+AI4/VK0X7CO3QXM9M9w2fWZ3ymp68oHGTU9f0xxCAj/4n3IqE2E4xnojMcQPCZaWe7lQePhrKAUYT8UmdiLRufZ4/7AcE6ElGEgPByEhxgHKlw+MuPmvFgemKW+mDwNLEJAvA4SC4gOqETzArz3NFg30pgZsyV8+EpjP3icFwXrCLtezgLrCE+umjOPGIYyxDkRcHYdAMZgRJXGDCzchcSbHh1ZydnB4uqkEy3Nb8j7SLc2KXNatZ2yGDRjbwgPswkCyKW7m6vcQA0X7+J17z+XvDl9OIs1tUJN3US562pqnMeqyKMLMPXOR6FBzj9FHjq8Z+tzwldU/Ehp3XDo1QKAK1e0WBR85bKaxq802PQJevYSQ0HaSNwAS4I2nmtIV25osLq+AbQGLwv48PA2k10VZoY7nSUwXClBSXLyWY8DVJE0r3wmwpCzF2GpcvM+HwUQxOQEdrSc0R1eAQy4foS2M5SdRVhQBMWSn0LPB0EnVGLh13YCiIRO3H0EWiZ47xL6FWkN1XdoXbbyxF6g88H6vUXD0mpiD9p9ehDhnwsVb1me32h844Oo3SBoxVVcBACACUrlrKGRCDADBjYkaCuk8sjOBRokyDSAbHRx5eGCtG4xqtEcHfkDQazIdzkn6CNEgHcUsM0pac6q/he9i6Qs+9I+JpDUfJr0KWq2oq83hYBvqdkUSd80FQIabVlIRCAp/Xp1cdwkDRUQyGMUYnzxjAvZvDPpjuJJr7KmJooTMVNrK84JKpJHT1GLUmuHZPwlCgmnf1sCWS1KAdzYgTZ0GNIHEru9rB8PwKf16MM4e8wiRFB+LtalIMF7ccayxaM8sKOYFeIpgnACIGT/zT3r7RHejMB8RMpuCsArkwQtcoLU5HUHFT7Hdpb9U7Du4KM1Iwgx2k6Z2Qr/bH8Fu3uaFoPt9xjuPgDF7eNzVu7oFhU/p9WVBIoibgOQuIJoLlciMLB3AGkodkkAkkzfnJ7xdk4rKgobzGI251hvQdzLdqA7sF0uwhXK8yqNQ+IoCtsWM8AFx7J1sLQCX9wYgXEoGZryu373K5t9+iyXXU94uhfkJ0DmVyXmvGAmwv2VAoKbPRnpNkQbDiBBfALAbDWMsrAaWBxhMEJ3v/PS4DDld3KeCU/2DGsZSsu7WRbG9z7yqf3zBHTnwPQugLWMqz1htoShk/47Dyw29jDs5gDEk93Yyx0FLAiQuZbxwUvCl9/NZ4NnwndfEBZLuD1oQUYCcHsgaEUYeqDvPHYDgoXAYzA+nRmxPccKB7sD44xeLbAY01500CFhqWQnt6yxoxMYOfSYOSYKFOZawRXgIpRcswa9YGds6v91v+C7DzssXhdoUfKMJo+tnBQp0oPD5+b9x20Tr2elfFg7Mc4unYMMy0C/jh3OwkTRjUyjGVG0UsTYpXxSXOU/oXB+RvhfTSzQw8yrba+VBcFjr3NuIQ4t6ZB7qnMnKF6wDE/Qn1/l4RPBdQNId1DLWVyItMkTUDcEgFL+FgwEnIvs20QpMFm/+15S6tC4A/cD+IPvAeMIPjcZuyuLq0IZyMzMsHeHdeI9LVYKf57QPXsiPIMOp2UwETIAck4sJ86Cxx0i0hLNE7oPvon5Kz8tZ+5yxvjRN9Ob6k63+Z1NB+lXJ4KXxCBKiRFBmCeYFx8CALxzsA+HfOYsC9g56IBUBa1rpQFnazut5iPS9OZa/Ko01Fd+Fp9W+VyoeMvyOx8DJbP1MHfotUOvfEpyJwwmw7NoYwz59I41AeQXOCgwi7allCoVZS96AtApgR2MWgzHqvg1rkFKeOZRMFljm8dwbvnsvGimFhf9bUuXo7qk0VJmYdam4hqU9JLpOB5iolUpr7b1ZlKXzXuchKZSa1jWEyFbKRxFjCLqhYTQkrcFSoMcWFvjMuRBPgd2M0IAJxyYFGK+0kseJcKv1TEfJTxrGF2lNJa/tY6qFTryWGPcSH1Vk4XmMzzEJ74S1mI/izZj8qjIfsg/H+7KbDi8HOLl87HXxAzyC5gUiC1cN0J58WX1SgHKSK4JY+CVtGB3T0DOBesCYLuxhnQFAKWw7J7C2TPIO3jVg4mgvIXtr+pJZ8Z8/RxmOYGJoOeT5L2IyDExqJqU5LGIkjxzRpe59DJJgbUCdAfnnTD0ulE9M4tgEF2bAschLgA+1ZPubduJ/Vj71VTzkWcd1bvg9P8LUv8lS0a8zpkpEORqSm0urz7Aj5ut4uEMvHio5yNBdMbyyFTGn5NVGK0Lar27704a06xwtsDVID7eh6mJl3OM+yPh/iB7bhiAw9GveLXFcpAvCYsFppnRdUFOVXEJ1WshJuhbD64+fxQBp4nwzQ8YV6PQnsOpzkNRYgAJzKkIQbMT9n/sfEGnA81PyIWMkx1g+jWeINezj5mHhFiVmWupU5EID9YreKhA94WBHVRNG5mB5/sJx3BeO1YhVjEG8BZ94DrusZAtxErCETQDYCdB7wSIdrseTKFojF9kjnS47oMWmhBIw2q9cYKvZSChdW2TqbzW4lnXs8NolnA+h3kkCc4f1JxIYC4KDId4mkveCg07PpVEcETwWoADtJthn30R6vwgMQcbnaKGzJEx4P1eXJaiIse5kFuiTg1N4wh+9g6UVsJkTxO8XcoFDlYE8gw/TfCLlSR43m9n8i4YB3c8wdxcwZ/PArka30E5hpi8Lwk+Csaeob7zm3D7G+jpAKRZrd+AtCdWD+2X1W8EAIf79NlvWGV4WeAAmP1OFFPpvIqTGYlQUbMXi5AsWBbLhenTMpbnNPy3/h3Uz/2h9Rx9AuVzoeI15TQx+k58ZBfLmJZw6CbtBIXMpoxB1UF8pUakFOKVAoglq/NjRfYAZ+JUErr4KdSbGFKm1QFU1sehzwwhaIooIZrUiE/Sd26ef9zDomaGy37F77HPuUKgvutSCcxuo1FaWwXrwLV8yBfPKIFE5FSBS0+0xRSCIoLFI5ClC0/URVHpNsOPPFNGO8RP60M/17NVV12D4agdUY+9tOrplKSTUAlDsd1US7HIogsWlIbjDn0geqzrQyJq/kjp8BuBTQcXDpNqiVcdI/huBw9I9mhceGMkwcXO9FDewQ9XAHvBX2+KuB+tM91fKpyEBGQXqY1+yjzHwKWAhBIIeZqzoL7cbO9SJ8pnL1giKPyecnCUG+4N3v/6voLhew204mehOMeYZsZulDHep7xdNT2J9PBNpiw+A6x4AtQvUywYJy+uCQ9n3kR1ZIiAEH87noSv2SrRCkBEsFbAeDznNCObLhAbG6zud6b5iyW8KoSuUlNagj4QkaRJiAqu0E6tHa932psClEd3VaIc39Lyrp32cMG6lFGcapoPiILuelikfbYghyJguXF32tqIhbIuZ7um4pxbPxOPuFaYy7E60T2NoddPJ0tHioWpannduSnJ+cAR8jfPP1WuxrWKIs6cUz1s0LCzNuDkGiruTAxIlur9DdThThjztbax7I4wt0pJHIYW9x70MZketxMFfbUHpgnU9+IOezxkZjlW65y4OXkvAsVjSpn4jPdgHyw4wS1qMwdG/K0Yi3Iz1P3H6/s395tHjEtbXS9yFa3yTMTrywLmMbNJkQEprRaPFaU381RwG1D/CZbPhYoL5cNXHv/n/+aIb3/sYTTwn/4nV3iYJGDs2Q2gtWw9ozzGweM8d3g6Lrg994i+je/tT7jqJWiVW5g6BKa3IKzl1nYewRRM6aDLZt7McCaiA2G0StN93KOlT55nFvcQkvqYOcRblEKQ9DMYLuGYRRMdhGSs9341hsicxjDw3Kd6/As0OhJnJJA4FCl2iMG0uXiYEOTMzfjXrRcCAzKtkhRuMUBK7qXiGWmlrLNlprnoVzHHRU9agWxdwvgf7X17ZUugKC0e5T2cRkEsEABCf5wcztHVpuhoGhGL+0GMxbDs0GOSNdGYllXBjItbgCzCbjlKUjxSYNUBMcAvPh8SDLG3Kaag1ExeOiLTSFVXC0nMEF9fX9wpAczOi8sUUegtuwz8zBzwyxWii1Z09bn4XiLcalRZPkbMQ7+q781vSWxshYStAzFovBQAXmYJZC/dpsr36ZYQp6HAAaOcQcIQvBGXvJLSpe3r52/w7I9u+cf/3R3+63/8CtYBP/UTe3zha+9gtgSjgas9EMdtTPikSnjYx0t6hRcWMDPDulI44BRPaky2EEemPbonRbq95tMCHHjggsdRgi9PZ6DvGMaUO0o+Dx1S0Lb3EbGqjWst2m8EiMXmPhPV1vVxYFhPeHHHeP5EeK372WDQHmNXx1QAQK8WDEHjXi/hdgIp0+SCCUekQaXcDKEmmjxIAYurY+eIRDNvyGL2Bh4anXa4nXbFPBWMWtqz+fnKelHO2uZ5yG9wT313ORdRMGIGZgd0Yf4Wr6AQ3J6IVjGI7WeCxJ+w55RLBBA3Ks8KWolVItPz8Jx36HgCKcJx9y765YDenuUeUoDSsKYHuQXmdCdJSstxbmk2K32Fzsh9qqTnxUSF79x1EqztPWgYBdXJLrJfnAN7D3O1g3cSk0Bawc8blopQrzJG7jmeQJ1k3o6xbAl6PfJM8V/fizA0ncS60vVrVMFS0InjPx+B8SrX4z1w9xK0zGEuCcQMPe7g7taITKrvwNMEutpDDUOmCUZcZdfIho3EPQxydvVDlkznGfpTzKj9OaTsRvHM+D/934747gt5Yc+fj7g/y8saBwqQfPLdesLhrOFZ4dW5T9vaM+GDwx6LU431oGAACBBnp4Jpg7x3ESjyfVpthyEzIpJTdv0B2j1Nab8CJfCcPO/8GtK0dbLIpv3tkvgixPwXWbBp9Stx2WnyIbYj/1on3xPLhNmAVa1nIHeszc5aX49ssA8HI+p/zbuIc1JDzl7qS5gfru/Nose2yLBd0+NjzICirqmFxR+Ws5tSLBoFukYioBHjPUaIZKQKhsKMIXym9P9y/PImZX6Mm2DcVPSdRLAAVrkf5LrkuKjABYoVXs864KgL9ahKimOl63vTQlTBTB+v6/U9AC4l1eLi38ohGYxHN8PFN4tK2KCyjiSINIwBr9siGwK6g3tZej4cMhTaydnLWdy93rSUmyJ8pwvB95+F8q9+44T/638jAkU/aDz5wjuYAs+xG2u6Zu3j3mePldINs3xtztfWhqh5BgIKZtH+XFgpUsC1A6z1iVERviB38nzOv82LCBudyf3pjAR3l7Jrt6E8jXUDebcD4jZVCh+tdnSahIl6dlNuLcLkNBZX32vIYTRuW6nLoeWoCEqKuLTh072+oRtA7eapqaSNDEMLDFlRLpEO9D7H8RGhYtAV6q0VUZmikoQ3tmb5nQPxeBMxPo6t5Q99QK3SFcqgnCoR+jbmJ8njjvEh5Xke6HsSwMIZiBqSFhA3KzCj5yk/T4S5v4ZVgQYXtEEsw8Ex0jfnXN3tYnGEd0qUAovzfQUDUy66rkO0hFAnLlnwPtM7AKQU9BAQ8XRDr1R41uhqo/Ji4U6ScI4bk6CPGcP7vu6jXbYtt8VmJiCDkkynvDDuXyWULArjZQB6v4N++qSqjjqTlcGHI9j59J29z3Es6YECopcIMJ20MQz1fcNw2dr+CZTPLRUb5e7A+OBl3uH7fX65a3QvSpqjmtjK51fnAe/tTyvzZyyKEILessZ2iy2W+oNel0Wj4HztwytuVYzZ52vbvE9GVApigARxlz2ksg+FFgfYPBDiM8zlnevxpvZBKWFceRDJfC7IclstdFB6Ph970l4Lj1vxngAgyESgi5Q+vos4Ne3z6ailjHmdrLYVXGycgdy7+nruX0t3efV5y31K/kaGnoMwlI/gdTsAQOwyMhMzLHpEv/8cvJ6fYmhM3Am6FYu7UO3QJPUob3NeijQYWac+Ik2VDCoAT0oCnYlS0GecTI5WAW7qK+spu0AaimtUqShwwCE9Ey16dR/LBZi1xavf3lRlXf5ti3erPgrHIgwQlW0DQaqp3ezS88tcrx+qE0IR4sET1xI3Y704iLKVVNzDi9c896Nbfv3/d4IObthXN0PK0yAeDxvriWuZ6nUlWilEsZPRn+LrbPNHlPUyR0HGN4y7MOrOMabJhfvqdVVZoH3mJ7yPVglKAszWUl4vUxmIUsIfeWZ4V7cb+1WutbhizEpQEQvGoJ30AeJOeqkv2Zpe9ufy5/q++pxQClCwUOwDoy3XnY/2SknKp4qcRrGJyamcGypt6ZC/o4DOjWchFffFZ2KiUWKJo4zvIM9h/VnYcYILgxL3Oyo+l/MqNFMQJeM1D618dU89ZxIkr2lJQgpR8y5Ch4xfGpUOAGZM/TWG+aHOgk4E3+/AwZVHUmNw9XuyRlT0jS/TWOaKaU/IZlqLlYLF0szNApZ8DCRuTUQSA1f+BoDaxHkAYC38soglwrl65H4LmhzSv604PJeF2XzuevD5IL/NU72SicDew97eytl0cw2epqrPsbC1oKgoY5Z+db3Mg9E5drAcMxEqpVi45j7+FtTzL63H9QmUz4WKjTJ09cu8vZtxtddYFmDsBT3idBaGeBwFC3yagd1GJOPstPjoYvuQ8h6wrOE5mzLdKsg6lxWMZ/s7IZg2Hz8R11lU3/wQvcSbMCMlF6r3oQTptf3cZr0ys/5YexXTXzyb4VVDEDwKqFnKgeolpGqGAaXwlAcaD1dxJcrBy7k/Pmi7pI2yL1EbhNQLSr9sMW7tfNTjK4QL9kGgECHptX6VoWg/A1DwpJPlZqFeYGgRYWhzbzQWcTOIjH5IgNe25kmBlQb5WnvDRHC6R+8a5A4ArvDPXWmqqPgc+lJqHctZYQTiyQ07zOUzsYhgVPUxXZfDhGJCPw6MyGWVKlKLFZfGzeHZPrNdVq1wOc78bLFbw//LUefPXLTPwEWY36rJ7Z7IVfXZPSr2Y9bSHh9m3N+eAaXAzuPmao/jyeF89jCacH0t93aaQo7ELJAuIWZzCzY+FudYcm0BIlQXyyFbIORfROsrf2uL8GMEt50wA4CcQTFOZF4ighWl59+mlK4/3vOGK5TUGUB9wD7EoFxYXnGsbyTPyhPpU0QPVIH5jfEVRkVmmoJVX7wBDLtMaQnQZAN994mHTZZ0zjr6dpuqjb4Agu5HAKxnGC33WV/6DwhAS8z34Tk8QxHgKLrfMnrjAeIA5SsCkfUUYGDXpRbkGJoYOzPBeh3i/hhMCE6+Dme/q57XATpWKy/zSNtnEAB07lxYcHMx9hwUU7Sms0pv11ZK5+VfbWpBo31mexKKe0IMRLNxmBlqHODnBXo3QhkDdk6sEZFMK0oWDT8vAt3amVVd1A+AMWDvM4Oef93uI5CDu2OfSVyctqwb7MXKSEMvfRlHoOvAyyIuusaArQWfTrnObgCuboTGTOJeRW4B7FKdBDzugttTQLDUkrAP1q6C4j/J8tk9KT7FshsIP/c1hX/3O7LIXr6c8eoVMPQGy+ww7ru8/u4ZT26E4GqTzcoxoHh2Ci9PI967Oq/2DzNwsn2FaCFuOdsHSERoUiRJm4QVWi9uQSJsEYMyc1JbBiX+Q5Ln1cxLIwYAiKhRvDmWyZkgzDBMoTnaohvM4veqC9i/SPRBtca4YZWKHlY1osOShC6GymiZFCB2Qz2mcA3K8KiBdQ/QmtnTFNC8oFPSz+wmxKnN2BuftpMgRClkq0dmcYOmPgMJb4ymfXNFXezFlSn9FgW2TE6YEWBJ8xsk9jBulidIhYPBQuko7nicsU89HXCuXMlcECwcNEwBKQsiMBmcu2vsp1cVy7/oEU730JMVJKjYQ9KwZh/e0hrZqmZuW7c/ruYyzX2wVggzF/xO7VzNP0hJTFHZIokTQNTo5F802C1RhCw6VwgUkXOMAjM3KuloDgyaucuCQ8F5hj4VnAhQ7uWoeYoLu9pcreQd3mBMwPQIVxfn51Ixn5JW63ej/K//4B6/8n+/AwOYzhbf+LcfoR979GMHUoTzlOfw1R3h5qbDPBPefaaCFZpwnPJUK9W4OoU9t1iBe03X+bIrVamhjnu2LJH+KUXY7RQeHtzqeSLCs6caN9dZa9sHXsG6/DlaK8oSXWbbNpkB6zgFtccijLLsq6HPShUyEoBuDGGaObUZATMG40MOCrEuL06hUy4oJ8pcTPX541kgZQGEvFCZVZmdxqgXaPKYfBeEDcbsO1GNBMsEQYPIwSmFnZoTXZz9mOYljBwAJVdQpYBOMRYf9y2nc90oYKBosQYGAOdFrB5j5zCs0x9ICxqYrZz01+OSKBcVHBgRcFo8TospLDecc0UU1OnZ8IBR20L3xTAkubBkXSlMXrTaHS14Yg5FQ8DJD7BM6JTP9AvA4A4Y7QGzHgX5KT7CDuPDByAi2LFw0yGCOR+A3VVIPDqv6VxrpRhrgadi5iN9UzohDqQM2S4iXxGgFNT+Cv7utqqKug56vwcZA7Mb05rS+x3mFy8BpdA/fyfdr6/qrvA8C8rh9Q3Ufi9rXjqR+wcEs2Cg7+Vvdlkn4Itj5LUABC+oTjSOMOOYhL0oxDDJZ3c8yvO7a+BLX6vrJgI7C/roO5nve/quzDNzEsDS/uoZ6ss/s+7jJ1Q+Fyo2yrwwvvHtdgGIXyvIwLna/Hv/ADy5Iby8Y1ztJCjO6Eh4CffzAMeE636BoEUpDNolXXbJDMh7XwfnAbXwq1WwRlwQ9OM+LsUEQj5cstJDCLtnYHYqmUY5WE7ibY4BTXI0xAR6gMRjRMtI6QNrPae8GKH5YkyBgYfGyUoCQUFJinOugg6eQRziH4JIIGTfIeqTRFuvgiUht5eOqkgDSBArItuY5rK4l1nQmkCA5hmWBZLVUIaO1QluT0EVkLIEgHiBhyCBpXaqESPRoDpIv3WUKr8VdTEngaLUFBFCQjq3gLWGdhadO8PqAT5olXRg6n3SlgFeZ9QlDY8RR1jIwaxKy0j43TKCYIHgqhO1ggRvehzpHXTLUUAJVQenexAY5/E5uvlBmH7SsN0uMbAuBS2LsEPIi7ZgN1CWeq7CfaTgWUvf2YPsDBWY/LSKVdDgxtgFZkhEbq1VSp91VwsKm9aP8L3IySG3xrp47Wtc1hWTSrXq3NJvJfUZmfFvtX9bhT2IOkQr3XYJfWzrbYq9/ehyOz/i5V/+m/Pqrc3nGf1ocDr7ipbPM+N0cgAMPnrpcb1XFd8AAMezMOwqyH2ehS6dNwBVxKVyfb1mPNsVDZTBol1HePqUQuwEYIz8Zgxwc63T/UBAgPJhSXOWT9sS3cEiWpJzkvRuXoSGzkvdHxfqDOib1ZxFF7LjJIlhx16yaI+dTxYFD4ZiAimGY8DEOIGtuQGSQCFniUmf4x2T62C0XSczTQDZsWoNxwonR+iUxcxFXYW2Xs5KCnMJ9MaDnLhvBUyWFbMct+zYMSYrAkW83haxToiVhZp7ytt3nQOxIDMZzVicxnv7ByxO4+Q6EBhX3SQCRVN/9HQgAq70CZocLBtc62PVL2bGqCZ07oRxOWHWezAkL8XoDiAAvTvDsZcz01sMp1tosMRpne/gjWj61XIWZZXW4C9+FXT7Enx6SJmbwSwxCc4JA91tZICMvnFxsRKJhj3GLpTQruFZIhJXpqdP4c/nrIAxkg9JBbeRuE71OKB7crO6XhZmFpQp76H2+4v3AWFTK6ASLJYlQ6+1RSlhogiZzpdCUll7cQak/u/3AszwhS+v5w8QEJT3vgw63EtbUXCLzGD1DMG9/O6nJlh8LlRslIfTJbg/Bqm1u4kI0rIADieAPeOmkYCPS4fJdSlZzdkydp1dEZitA6YtWUFJBaFY33OJj6iteIHB58CyB3xzrdpcFxw0OVJKYdzxun0EzQ9YTMJr9UWsVWNyCjvTYmZHdyKPTuWAU5VsM+XmtSvGc6tEN6W6l3m2ierPHVnUGmYu6tnI/UAEza8DCs7tbn3i5nobGL5Vt2KHwR5FRLVITHPnzsKsB9cVjgNLo6mhZjU8FKYmWL5oB8FXFVpyrDVj9brDpJ5AR0Y8aE2ICMtwA/J2TaRJwZOCV9kdShWMPLF/dDtUtSkNZgJxSEC3pXknElhaBqjN31Gd9JlJ2cqmnQoDLW6YPE5bm6K+50KSu9R+ZcLbyJj1WN0ImufHhA5Sxd14VEBh++lBEH7a5eNbC0VA60FE2HYdjLR/XoDbB4+r/doVpAWXueS+9AbkPJXS+uGTpjooMzTh+ro+rocem8Vo+bfaalvMbjgnbMh1AcTzbH1v2ae2RM36tABaM97Z+6Y9URTttJVs0FQGYqfepHbK77V6Rj4zAOvfwIUj8HwOGs7r6kyTPhdqpWLMRECnOQhfq92dexV+Gt6AkzLKV8nqLpWnuykLXQiAJp3HrluSGvJ1hQjY6RnAjPoMk/ek2GHgCQoeO/cA8g6aizgGAMbP0NMDtFsyLYcoqPRsM2R2LEqD33lPyEraEGGujEFiN7cWpm7oG1FAlGLQNF30ryNtoK+uxUUouhddoJPmuslrtJqzsN/6CxsLVNDMsg0W4eeSQFE8noQnpd6KNgAAXd9InOAlOm068NPniGiBlysi8HS6/PsPWD4XKjbK0yvC1Ug4nrPbgQrCxLI4GLM+jO4fGFoLBvq0AFe+ZewpMDHBYkCM2Wl0ysOkACtOWu8VcxkkXOYcotwpB8dieo1PRdcmZob1KLThkRQjL2zktRcJRoz9aK19b7sDWqVrXVd5X4a3M0WgWcyZ4aFwcj36FGCWsYqA6EaERvNfjmjVYjGedkQlO53dZIqoDNEeBCZTzPo+MdEeGo7CpmcPzSLseAgjS6FBTxHetulLUNL79Ju8EQcPA1toPfNhLJr5EByWhlympuL6BRSfiX0tWASG3rCH1UP5kiSgGoSSDWUAlkxyB9NsoYM7mAfB6l76wg5dQIZiZsx6B6/EokPMcEGgIPbgcHhob9H5CXHV1uLthfcXTNVOD1CYoUJgNANgHTJZMyfhxjPgdQ9WGtrOlZAUVxp0D2PXMSGpEMmBEjvJxWEa1kE6jFplRDGXq9JumrcQKFLdRCDvJGCxdZMKmvBHLR1FUeP1W7X/o1R+z1f7lRsSKYXjwxnXT8dK804ELIvH3d2MYdDY7zUWy4FJX8+VwK1mxdL57LEs2U11Xjz6XmG30+n56IYwTVydEQ5iQSgDySM9b60dSgFPr4HzvF5FQ8cpP1iOZcu7qLRglxDk1fxckIm9Z2whgeWp4WQFMbqsmzHqGXsjig7HOuzN2h2RAWgiyTsRzql434Wd0hROymDnxd5KDlAhiSwQz4o4FwHzj2PrSO2k7QsOSQHzeZB4Qkay6NsmMS0AXHVnaJI4v04LfZmdxhwEoo4s9maCIob1Cgc74EY94IQdIp3nSLcK2aedCQZhazs/u/9tPOy+AKeHipbsjh9hf36B+eZ9uUQELDOGuw+g3AJveszX74llghnqcAs1nYSEjlfgYSedsBZkZyQ3G/ZAL25H3EkuCngHnB6g7LKieavVWw7AB4XSMAjEWHlPFDIiIoIigLUkzGMGHtbwrBjHBE37WKEQ/ByT4iXXqwjLGgKkQZDgaWfXE18W5rUAlly83gxqjgG4m3eEbncj2HQAWLJ/xyzkAaqdvA+J+XL7UbkXv6vrZ2/U7vdTPrs4gZ9i0ZrwX/0Xu6QJUioHHh+PFstSLoSs3bEWOB5ly09LvchsSMJLCBmsiYKJM0PaJeseNsgnl9r+mP1R3HqMEheheADFusQPNDOXlXywKkLaxepAsKu1vh0jUQol7TNLgL2bXK3pq2V8cUmRoLyyN3KjsMcKEw/BmpLzJBCidj1u2NIFhVNLMbP244dS5d2bDrqSfZf/F22zC8GBmf3XLETYcImgoSTPR/xWZdne6lO5AmTEC7rADATmODIoSouQwyWKCVXEmgoEodIKYPxcvUxij86eBUmpioEQMQ6kYQs9hKNOBAoSptmpHgJqS7CqT/1k0li0mJ0nsxerRBCsRKCQ5zlcl7o6LGoAk9RViEjyfcOqABUEzJjwjsQnlcuYAqKMOmXG1KbTfRPMLC5drA1ckTm7hbqVeZO1F4XNtP5al6XqIcJmUqR2TO3fVgt16XPs76baeUPKf41wocarR3//US6/+J9d4X/zn+X+Ky0IMMzAq48eKvktMvTeA6eTS7R+S7nKzFiWPL2nk8c8c+IhbECYjIJGWeYiXqF8PSIICC2P54ScFQVFIOD5EwkYH7u63r7zyUVJBKFAx5oBlOiZ1ooFclfoES6thnn2OBwK2sAc4GopCFVC5/b6VKEEGeVw05+EOQcHyFcka2F19oWEr3FkNaRqceYwsDiqvkdYdeszpWYAnnWsfSVQXBpxlGuiQCHkIwiYiOtFzmWlGH3jktTrJSgNHQZtoUkUaKOx6JWFJoeb7gRN4u7UKYdn/QFGOVyTZGsGxBUsK7iotnAWSozoGRA7v59fYnAnPLv/JpTPprVuvsfTV7+N/vQK5nQrT3uP3ctvQdlJ6Odyxvjq21DeQj+8gjofpF3voY73oPkMOAe1TEmZk2gTEXjcSyZnpSSm6/qZwH8PuxrOVGnweJ1odbUYYv6KpZjXpOWn6jMpDdrvJdbCGGC3r19m10N1PTCM681clmGUvRIgbDMzFWBsuy4LF6RAXZ+CznnLmsKc0P1WxXQbZ0PBvYSxMQD/7H1g2MGPexHWQvvpsxI0RSgNaANvhkJxUKMmem2A3RN8WuVzS8WF8rNfNfjr/+UNvv2xw//lH59xKgTlu7sZxhD2+w5dp6o16nw2E09LeJccNS0KvXFJo5Ch3eLTWX6PQcaRIY73tMZPIkCDwapmUOP9LWwrIbLea0Sm+LzzACnC4kvf1GDFQNQuxawOgpkU73EOxTOEyUm/jjYIUcRAhMZFZKs5BLgV2E1UjQZASNZDa/ciVdTDDSCvB4GgE0nOZVvMoOZv9a1iGlFD6yELFq3Gu1wgcW7W+ve8VtY9kFYtNPrShStoUazqMdgjwC7Naxqfsylom0mlA8krLUHUNKUs1VHgsBihWZIKOWg4VWi5SGHhLvWhpc+L6hHRz/OyFsFiMrvkilU/vCFcEcGpTmQBAE6ZgEIlAoj3NkAfFnWFhV4KUQlXvWlT0KcK64FScDTArwQBhjcDvO6g5pP4V7fng1JFTgiktuXp5qBsxggU+TMilAA3vrYrtXEjKDSfk4lcKVAVfN40n2vDav6bd/JZjqlQivB/+N8/x3/xR57g//0/HvEr/4+H9Nt0tvjg27cYdx2ev78WnM5nj6dP1rCeRAGWPnwXAaNlfjkx2w8PFloThkElV6FYT1s8I6AGlfRcXF2v9sB+yPCxXScAIRGhJgpFcckYLYHXoZb0m9HAw5ElXwcDoCwQxT60xTnG+SSAFQ8Hh2FQuNpLjKFSnJTG7C2e744AjrDewBPBkKvGrJISRKPdInXi1NhzOQfPVoLSCTnWxXkEpRrDsYbyl87V+juj/X39MjTVdRVkpn6GPXrjYdQsLphBgPAgmDK2MJRBZ6VTzUuL0NOrBc/4Fi7G6LEFQDB2gsaCAIUCA4njY2aM7ggGwSsNxaLgYqVhljPef/XvsJgRaj6hm+6TNnm8/wD+8BLKL5WwEoUEffcCtEzVDDEAOt4LQ41iLYdBxOR4uTKZNL5+mhQ6goTEIW5NEqJW6EjlpJS0VSmsNmLYDFQ8p4YhJ81TKsHCKq3hd3tJEApOyedi3VJHAzubFqYD9FooEasBiXARlTgxHm6ZJXthW7wDKQ3uh7BRDdAPsia8QOYCgNMdeH8jrk0AoEy7YFbzDIiViIUwBKsOIVnNlYZ79T2Yq09HsPhcqHik7EfCz37VwMSot6KIO9T2cyUL2Z79NXN76bgPTxfNNsdV1Upsc6s22SS8vpbI9NYThRatuJ57nfXs5fX2vrK1tudEoXXmRLirw3aj1i32qJ2J9Svh0GNqrl3u49uUrfbfrrYNhvpiebuaibmwkHBitgFxL/K6k3kprpfrMxzrG5wPoUZuiQ9HcWmjn8xJeHmbItDAHiCVQUrewm3nkYo3ppPE8pPuKVZ/sAbJl+LB1QbfuOexrlZ1/YBjKuv8Puanjr9oBd5PqG8/pEJE+OoXO3zti9t++P9/9v4+5rYlvQvEfk9VrY+99/txzj33q7t97cbGpt3jjxmPxdCALWGT+A8SKWPPoCggJIKQJiCnhbFirAyKIlkYRUpAREImFrZmSEgLgi3CJPMHcRhPG9mI2GbGIQy4cXC7b/ft+3XO+7X3XmtV1ZM/nvpca+33nHv7XtPXuaX73rP32rVqVdWqeur5/D1+jYuGCAber8coxOIcC4jHU4rUY2gtgobwHstGZa7Xrud+SB6JaM1A8q5jrqFqgYwTEM8fXdSNblvsawSquRxbJt4DxErSNJT61JioUGZsWsbkDVpl0WqBdS2L9PHplLJ6PvKWTc6oiQzUlmgPLM6Kd0synu2eTEwkv9L953ps97S4H+twhfSnYtJWBjQyA67hQGyTkktHJpwz4hCB0doD1LSvnwFAu3EBB55+93bxlmTKGfAitCzLyriI6mRtpoAmgyhCVhN0PutLW6lHSoVYjrooIDDa4aQqLQxr9DzSU1+uwlAljS0GYhf98LOskavdpjw3UWAqp5RUnqt3WpRC5YyUzl9+2tb7isqHQsUzlH/3Gw0++9+K+ZAIuLzs0DRq5ocpxRj5E7SMGL0vdbRiTI5gGtFcOK9glCsI3nIzprUs3wKxT/qCyj82f4rwfJTcHEs+Ix4kaqZtZgY8Ms521BKXLde6jBIUNRL+TPpjPUUera6Tw+kAnSsweLFtCmhPNW+mYdGpUeYsQJrG5xGSfne1BHk/ZIzQ4SmcD9Uq6dvaTBbfSA6y8nArYWNrhrIgPsl1rSBGDBB5cIKnrZ4060H+HOEZ81WC8SM8qaCZl5en3JhdgMI6pVmr4jvbpafFd2nciNEIHJ0iH2IvKHEaBKDze1hq4Cgn4wERlLdxmop58WmequRy9xXOYmtFxjljpjHlIOqoFSb28MpA+WUG8XJhae/glUGKKYmb0Lt8yIT3poc7aDeGAyRYYaho1zvMs7umeWYGtzq3v9IXea4E/89F3/k7e3oJ7YYxMAdt8NoUz9cdo3gv5awzzOWLz/T0r/byrd/Yo2sJx0E0+02rsT3rQESYRoemzbEPAKCNwt3eob3UleUhvs5x8LjdR8sSoMK9sa5zDuWbG0eJsYjFJ9pcPFOvy7xEGbLWuuLdaMBoQU4T2SbSdYbzgHM0420YWke+igOPEZD1goVEa0nEFhPfERFsyOL38osNzs9NGueuFxeoRjuct7L/n4znaNWIB+2dKCBIpeU++bDvEOkBLbaDYh9cLSmcSzKuxkT43oD6Rw5mgWEQFGYFj7e0MDBy5Nlyp2V423jCxP4Gl6f0G6ePUZirxoJoYffp/iT8UWq1aCvEhUm0XrquyMET4JWB9QLMUcFxk04UngCQHSWvRDEfBMCbBnp09foiBTYdYOvEbJWSZK04J+5Ls9lLLj+U3XfSbDGDkpsqJ/qNtgemMfUzQbk2rTDVNrhvlVke532dnylr9L/MSpk7Fc7JsGZYsmtTVY8AxRLbEZGVIj3wovRCDHQnAg574BiCoUt3rdQXVS8Ga8W1qugLeQ91PMD1W8mOTQT27nQ2bF5Zl2Up5sc8/Mh6G+9B+TCm4hnKF9+SxEgAsNs1MKZkxuWzUkDfAQ8uxHQ2WYSM17I5Gi3BXSWqA0PgZX0hnDyNcSiFjyhQJCYnNRxJJRf3LNtZu67K38v6T+lXXa8ciwgU88IQVIt5uy4Eu8WoA8CjU2P63UPDFi4j/pRmfFaEjOVWgTjGHCQ/34i0uFaHFcYUelmgKInYnMCV7QLRO5+SxkksCQLYyos/BSdMAkwKThdwXR1iD1SKCSD20KUpm+IT6+6QtyA3JkGhOFJToiPFHp29hfEDyDsodmj8QTRcbKH9GGIJGNqPlQYtzkUJrxud5urDau395fmcCxSxeNIh6D0LL4TgxhU1dOwlMVA4wBC+E0smcEp1GcpN4V5OfrBkR2g35n6wT77F8A40HvP3xRDCO7b182FHOZDtKM/hIFCsCFyZaYgb9r61HuoUfrrLpE3FjIqUV1+b1wmf3WEl8PEDWL74xoS7uykwjYztWQ4kGAeHaXSIIBFdr2CMgnXAk2uPyYor0TAyhlFiEaJAAYRlwwzv5W8YbOBhODGp81dhLac6RBGyNVDOYpvE+FAGFQIFgPDd+2VMmw+B2j4EG9fPFctJyXfNlc6KslVDa6DvNB5cGpyd5YpEAiXLzDhv670/+gZ3tpM+exHGLUfmN/c/Pp8hwc7OC11L48CyGC0Kj5jFW2DHM2Wes1RzgSLeo4rPKO6vhY9Mt7TyhYVB/o3U2HlKW4ohZ5kHwTFhcjkBY0qCyPG5ua34qUxEqlBru5kURt3X9JwIo+4k9s37GlyipBu6gW9KF55MH2huSU4xbidoDrO493ifKXVsYxrAXFyPb0flpIPVW1IKvD0DtAnKm4IJL2NI5ia0sqz1s1zga0JS+jn/Lvkj/LId9iLcDMekSOLhIN+PB+DuVly4xjELFEAWZOKfy+dTirfwTgSR0C45J3NLUYEVA9LfGzuA31+/J+2slQ8tFc9QXn8iwX2tBoyp/e3ix4tzQtvUMpp18nvfZiKlVO1f6VlhdIStWjc/5j2Qb4ruehniNQg2FNtERbjvUwqXv91Xb4XFO8mGRG1NvHN9r5cIRbMWODPCBDe7XzI/c8yUGm44xRqVRcEvBlkfRjh5+APxECDhicEhZ0Uepzw/unUVjcwai0xwJvUudZ5RJ+criXIQH+FhioOWYVWD0sGLAjGvjm4KwhfV70+xB/sJXrdVfQ0P7YbU/84PmMjA67a638Bh7j5VP3suqMkc1ZEvK0JY1OTMhJR6KYj1yZFC48b8Hn1eF+mZK+Z9QnQVqPtf1lXeVr2LxyFNw8xcv5zb+CkJNmWJz/AuuBGs+ArPSkyE9FQRvxAsuNSIlaNkLmZfzTftovjj/uRvH6Ty6pcDOpnzoLnvNESwICJcPuwq16TJMp5cu2SJECZyydx4L65QtgDzaBo1i3Xg6rkx71FpwYiFkV2eYlzFqlJWWp/dTUkROxcSiYDRLulvvQQpKdAAABrYbU9R/XU6P/gOcKaoPQvMDv9OCcEQSQCZ9zn3S/7ULIBbpnj5Tpb9otRfIhEKvI8VY3LNIsFfenoeo5m5OHE4G+Yw7I4z0p93nBAOJRjfhbOu7pv4EMzoZk3M4ZWG97pWqZGCVQZ6uFrQSSrGLf72GnosBI9kMpuxhHOlxIwpJ2bwNALb82LUIXjae8mFFGMNIiWNQoybKe20kfiBwx2UHavnVNaJ+4ScOQ0tBYlTwghjIbisunvG2+2ULCcU2x1HaWN/t65gml/zDBQQvpIdHMDxGBd3uC6WUwo5Q1a1wXFuk8A1G+e8PhH8+6gk+lCoeIby3AXhtbcjqgcvDoXKYpH5P8mPQjGQTOp6T2CqNSEAsB+NaEECYWx1ATeYuVS5Iyk0g19uikmgAnKUKyEj3CF9hJi5c6BhydyVpWaSTmzJEyWgUoGjF0maBE0eZsVKkTQ/JJCfBAl2m1gHSFUuasXeFO1wPA5mBD8eC5X5ceXpjOLe+xm3/MyANIRaWEjm/hNcQK2Xotm19bkur8XWIuLUaLYwLpi7VQPjsvmbQ3+K00f854NGjYscEamfXMwvkyTNIxItmJfEcqPZpgNk0eenmWJPMAyp+JwMcd7Sgq3huEU4wNIaeBZ43Kew31Xh6l1SZrSVBvtZW8xJ8wZS6dCo12Lo/alM1eUh51xWR8ffFu8C9RqO38N74ZJgsJjkT0VOhZ4hZludP3NOF1TTLe7/IJYXn8tHnndLWg5InAMzcDhM2N8JXHC/1eg6gydvH9G2Gt4xnPfYnXeL+631sNaHaZWM01GoiMznvIiiiBOkLGOJQpndrqi4FniaSeIa6qYloZ11GUmqbOc4+Lw7WZLqaS0uXIxgRAstbTvGwwvJVTTYvJ6N8vjaB1c46ybcuTNRFhV9cJ5wZANFPkGuavIpe7UhjzYo1JiByesAkR5HUJ5NxXqkfBUrNdLdZR6K1XOuBCxhbM0Q+icKv0aLe/LBdrC8xi5JWzt9wMHPMkWfpH1ieW7IzmJLGBo2WCYoKYoEIbEYMwMeBge9gw4wouKKK5bkqX+ExmyxPbyd4M6ZBPjCawMzHUPgd9lVOtFVXnwu90yiISdGirCWZFGEM8j71T3AECEFJPw19zuwNqBmA3X1ZlbirEnV6RlFX58mZNQ3Sw8i9PjqWIq2y700DPBXj0HawA+DjK9poM/OFuNkZvjjUeoRQTUNeAoCSteLe5Mx0BeX4P2dWD6GAXjhZVASzlDRaVaS54mCSy9AUG6Cjuc/M2wrqIvEDDPtoboZOtZ7WD4UKp6h/MB3tfjJ/9uAYQK891BKV+uy7ygx90mbBAQIufIgYRwmiaPIvAGlf70T1IhGMxz75OSjgISlXe0RMHQl3ER/TCCGm1IQUjxH8pTzzGiVTbYlSVCqFKwZJatdFsbcf07qUoyhQKRVOcepJi/ZxBe8vVxolA3QuJlJi5CqLUtchZDhJRMXE46VpPzU5zSZxb9zprH+PbinlEwbIzGhQEahApAQlwAFiZ3IfvXEPrgqMWJkS2bhdTXX8ZAWk7oCKDMCmi0aTKEdEuEgTOxkNvCk0Ez77NdAdW4CVqq6J2dwzr2JvYyByo0/pIOqtXsMzVkxR+KSFO/XfoIjA+Un0ViFenm9zRiG2I73yeQ/fyfVSkyEVWI+kkBABJgW7MZ8EJ1U8WbmX7NLrSsUriER9jYELSZrVhl4WG+aetcU4z4lGMl0zzRR3lf9zTLhcgyc/GNqJkBIy8oTozUjRfhKlRxnURIaBXPxaK3HH7jyyW/o8L3/wRl+7p/cgplxPEzoNyGzPBGc8yAF7G8n3NxkbekwOCg1wlnGcCzcUWjE2XmXGC1nPewYENYcQIoxTR5aq7C0Gc7J93iPMPNK0DcDDDiBoHQIyC7cyL0HnGdoRZXyk1lcmozhPBYP3AUvjE0Xt4D8fn3nF8pTyYsRzg2Ip8VkgW3P+NqXMkP55E5iAxV5fOvLr2PbSByFnu5wPUUELVlDDKHkzmfrqmTBlnXmWMGyQkMOozfB/bXcJXlHBhaqSmRcUpD5Kg9sLIRCrAsUAGDIwULh3BzT2TyPb+q0xZNhJ/CuVPftzBwEzckCe7dJPaHkbistCYyuKMs26hhcWhU8GgAeDQQRKm/H6G4rygHPgmXoIEE3DBXoqsQhEiMpf5xqMZotHl5/XiwxysCaDYiAqWvQTmN1LhZTmumkHQXVLtBkMEuCuUD30lnSLl2xCABrk5HoqKBNSoNZrBjKW8mlE+61uoWmA/jsgSBDEYFNC7fZQn/pN3N/1kp5ZkeXoxUtfRrPvJhMB5LgVCl3ADgnOY/i797Dv/0W2E7wY0aV42EATxP0gwdQSsHe3EBtt+DjEe4213PHYxbQQpI/0lrmOc7Xk7fA+1vg498ENR3g22211n2AWPcmexE4JXOvxzvY7kLWSRjXaDrsLl5Yn8P3oHwoVDxDeeVFhR/6j3v8qy84/PprCm/dCgFniGlaqaDhKczl0XrBKDVhBGbCzVFiLFoTfK5nvzML8YlZ3YFMCteZ8fq5gmSS74w427WCM2qURFvni+tA1pyJViTdVc1L6jWVV4Q5L0FNqLjeVoHpeWSaHDT5ApN8TuqEuOacFBHUNtQs53Cm36p8zIGKAEolrn5P90XLR8F4UvBtFJi/JeNbf2b4kMuCYeFII+ImKVBCRYm9TVC/FUgugiYt9jyH52kE1xzKDHVJRJ3uYNwws6pllzkmPSOa6ZeiV3n2JWYirwbNDv14DaeakHTHCfFCCNgGw5JGyxMcTwnSlsGY9AZZhx6FAwbx7L3O3spCMOTAgAV3onL+vTLQdhSWIs5huYF8YDeipm1ugcyTJqb5iKoSub9ym4XDKvnmUr1+uZjjdHAXJY0rWixmG/3EMVo9u6yfBDcyy7vjGlC1b3xmleq2AGC8egNbfPN9vfhAFCLCn/6PnsPv+/Yt/tVvjvgv/vERx8OUrBMuZMlTWi3udfOU3ACOews7ejSdqHHmdZjlXBhHBx3anCYPpTyMIZydNdAhXm+eYE/uzZ/jT9YCPsiC8yzcMdP3OHGV9Xt/ZBjNcA44jkuBAgAaMx8zo2sJLzzILktEwMMzj3HyeHF3g10RR7FrBrTa4nba4OhC4stiPKIcK6mK/OtYgz2qOAos6snnOQzrehELdwkDHMEmRP8vwroiDjkigMZZNNql+2n2DGbgvBWI3EZNsCyxbQ1ZaCXupnH81mso8tDkQ5I/hiYbzi+GIbG6K3ZQGOAxoXRNjVS4HH1QB6YYwmr8RDKzVNxBBK9b3G2fh/ETnGrFqu2FWbX9GfTtkJ4mi0kLDZ4G4O5W/PojaosNCd6GIwAWGFUigWztB9DD5zNdVgqu3WY6tkKbWDVwpgdAUG4EMcPrRgQRolq1Fvt2+Qi0v0HKrphQruIYwv/i9dlzq1IiPpHAysazFMW/csZEKFYWs980CCzr4QC+u42S/uIRPAyY3ngT3lr4/QHmbAdaQXurivdicpyfD+MAN4ywu+fgTRuUloKomFybZ2P1ppP1Uggb8ffx5m2Y7qP39+Vdlg+FinuK84yrO6Bvgcsd8Hte0fjCY4DuJFC/LKfWypoVjqEwOUl8p+/nFpYMMNZ9V6u+APCzO+OBEK0iqW7kX3jJbK/Vf3oJbPNszEJY1w4EYWNiYqDTZQXC9ES9PJJnqL9mpZjdWTPX5fWVHs1cU0pDvirBDtME1YduPlCCoMFRKFvvXcGCLMcGsRzoxWoom6L6c2kNiAsjatpgMXflIfYw7ggfkt0pl4DvwQA0y3c9i73w7OCoWHyIAk/+Xvb5lOBW3b8cnOQMidalssUoQDFLv+4LSCznJ94eLFBVV+pNtuhzfO+nVmf6vmqeXy+naibhIB6eTxsbilmsmJtw+zNmfv1qLtc3E65vLV56vsPvfqXFOMh6dM5jGj1ICRM8HCd0mxZrLhqSUbpm/q31cN6jafTynmISXcF4BC+PGW8zfx6HZyK5Ukm9YtnPYmuF/4sCRUEniEKQuU+B4eVv68uDVoUaIqBrPc67aXFHoxx6bTH4trpebIvV4lYQytbqn1rGczpYytnpOyS4O9ZrVH4fphIoMlJhVFERIblqMQgaI8oTICpCGrJodRYSkn2GGYQJBiJcgDkBXEiuCQVHp6FDs5pnZW+evEsUS6R0UBBmgYQp0IYyB0TULDifwSXC78wMOCtuoEQSRBxLiLeiMM6Yp4KJQh4IaSO63xA7MAWXHTC86qtx2u4MarhdcD/ctuCpkecoDVhCFQtRtuIK9L+1RTOXGFfmkZNAEeW24lycRnFP8h4c/taKvb1N97nDAWrTQxWbfjV244S7rFMGvullXqEhqIqnCwNg06ezJwvVONnf96J8KFScKK8/Yfydz3rcBPPx+QY4jJJtu22zBiaidnhP1RqO1wGB5isxxQFBgvJMs+R0eROd3g9UHQiZXaF0n1LCLCVvksQbZr1HpQMhiOac82+lR0zGcF9h22oOD4A4zQyO0KhoefBoigD1uaWCwj0ZkzuxYFW7J60U8S52edOU46wmM26t2PSpk252PUleoS+cGXWa1ckMpDyTEdyCKNoAxO2IILCI5UHBRVNyDAWTbDEWBdGuWTRoMEaxDCUyEnkHgpcAbBcS3EWhoczoXa6LkkG3Y7A2lCICYE2fGXDvoZ2Y7J0SF5wyviTODUMOlAg/iDgf7IPuDQA7eCbYkEUbYZ5inxVbsOpAfshHuffQHHDUlYEPY46HG7mArlS4f61ZZqrPa0S+MNsns7ppwHas33d0JwIA9ikOIz2FFBg+QQyyXVpX8guk1b7M5xWAZFINmqtyh4vrQemUd2JcFFYOSX1OjEHmKJuzB+ttfAAKM+Nv/p9/C/+nn3kVDGC31TgcJljL+Ng3voLD7ZBd2oK16ezBFucPzyo67yaHcbAAAW1noLVO97mJoZWCmlkb8llQKwIIspTeenPE+YVB1+mQRC7fT0Q4HAR1qm3FGk4UFZmyjudnDgBc33ooRRWSFDPjOHgMg4euPfUCRD7Nni+73nvgtbc1th3jxYc+IBh6GOXxeDxHp99GctkJfbGsoRC09MUSLg3opacKIBmwdTgDqRjX8l0SlMpnW02DA21WgeYwF4H1lGhDSc9kzzAaZaHAaGgqyIRPULCWtaDqkU+MeRpHcD+a2KDDkJ4xcQsbIbeJsLU3aHiEJ13tUw+CIoKLMRtU7m7ZmyW8bDniml3MvzCEB1DRpZOUBHfrFsqN6DDAtjuY43XiBtg7AZTQQfFV0C8eB/HtB8TVsmnymk4Qq3ImqmkATQOOFy/B9efQwx3udi8kkI92uIElDa87nA9vpXfryMCZDmgJU3+B7u4tNPYY+k9AtxWaOewDzSfMgLHCBNTKqjwxpSAREZmK+3S23LO1GcYWAGstbklhL9ura/hxhDsewZMFFEF3XXhMYbGOMbjBD97vD+DGQLXrSgt0LfTFOXhfA2OwUnAPXkj8g5wPGo59iB0MsM3hXVpl4LT0R7sRVif/R2g/oT1/sDJx7035EFJ2pXjP+Luf9bgtwBFuDplhL0uJxjJG5MhA8LL5VdyaIrSfCr95Jky+Xlhmhmjx9FLXLwl1Zf1LQgsX95Wf4yiouvf+J1OCPcwWjXzj5BW85wWMbvn8qD3S5GASAlYg9JiSNthgQobfq3NeCHPsoYrW03wEzZNULSBh7x1g7m95WGXtdhZelqW8GlzLCqg+QjBi84r1oJBbPAgjN8VP+XCUDKrAiA4TmiC0KNhAVJi9JEoKd/hZFmtWGp6ilqd4gcwBzs5CF0mPSo2RtkNyActWiTAns4ys6X4W+NbIkI+qhQQWFjCq4TmaQ+BhFILiGMiAlQoZu6VHimcnCgWklaBhohhc7fP7T//y7B2fWg7pnthXzoxRcPVKAkUt4oKpMOJHYaNEMQmfq3Vwz7oss4OnnZssESr1Zb0/K8XbYj/kAEWeW22I4N+B9eSrrfz8L76N/2MQKADg7s7CBbp7d7WvlDTx8+2TvfwWmAJnvQgUAMDAOFh4H2Mn5N9hsAGmNfwhWqXmNLp2C7q5tnDO43BkTDbfHwWKlFMCSJ4osbhqaVMKw7m5sTgefWprGH34vnQnd1YgcA+DhyusGFRYjvcD8PaN5MhptDBWnhXePF4IwhHLeXZrN/CscLQ6tCV/kyNMjqrnR57OzsZw31JjUB7zqTqxHShE6OAc31DuErneqRGKRKDI7wgAcm4NDZcEjJIeEuSwJ2Z0GIrrQINRAqLZY+Nu0LJYN2g2wHhuNf4o50roc+zl/fpoYTIZGYY3tm5D1m2hRQUtVQ0msxEYVx3zjcwQ6goLBgFQbZfyI7BzgLUyt9oAFw8Sk16Orb/+MshNuD17CV7ls2xszzC1Z5jMBnfNpcDukhKBohACh93zYs0GwTcboaemAXSTlCYcM02vzMriczrnTmjpw8Jk7yuBAoDEUoTzy15dg8cRfhhFoAAAz3DDGI5TBjuPaX/MAkXZm8nCW1sDcwABw1lL0r7NJs+F1qDLhyKsLBLIBhCVYsSOVBIomEgEilSd4HS7ilz3XpUPLRUr5fYIXB+W1z0jZNJe0SCGdzRO4hvbd/M6QiQ01XyFZ4XBMXojfnvWExo1h1GdlzWNxf21k/aChBDWGi4R+OW3bOXLAso9jE7SocsJkfstHxxUYXJGrCnMNUXhQAi6AqNTU21q5+wrykDIKlq2lD/Hdssex2sEH9jsmQb4hF2e5t/CBCquM4xW9Yq2yufPXyaHcc0Zv6igmlhXmqmV1YaIDDKih4PBFjdSm1SyokT2k+Z9YPmVwuc6Hy2D3FTNZTkaBYYK2qMS+SkerKdMzQTATHvY7gydH8F+xKT7qj4BwVTeAGUPSgub0pjUBspNMMFKU00gA8pPQZOli3mtYXZF2zh7k6ubTg6i1R1AlKwEi99TW8UcrUn7hXas0kicKmv+KGBZS2WMTGWVXC/e9EW/qO7XrA/2A5yn4r/9F9eSzM3l+ScAyoQD/ES5fvsWN4/vsL3Ywsxdm1jcmdQMCngcLLQmmCZnr1Vt1nCeerPX1xZ9r6MyGFrn9TnPuh1jJ9pGArbn5MsYGevtrcXtLaA0hVeaIWYXS4wF9WkcpbHtplQLAABhfwTceX3/6Fu8dniETo/JKjBYBesD/UoxJkLLRovULlGJAvR0t97cVQXH4i5b93K+5hkJFakmFACAhsZ0BtHq8yOdnQFEVE0FqslLDS0xY8N3aPxQ0Z1lT4QR1eSh/QFH1YHRpTtQjXLeSfnuAWgZab6HgFH36PyxvosIXjUSIK20wJZOReI75xaCDzODjAQQExH8MICsA20U6PUvgTc7ES6ilS0+yg4ZXTC2RdmuMrTnGJoz9G4PzVPuQ2jH9pcCDMIMVqFfXQ9wl+t5D9xeZWFhNWeQL6Yy0uN5Ha5zSMzGj+MR7jrTQZ5ny/Ye9nBIkj4BcJOF2SyR83iyoE0PMqayksYslUprYLcD9xsBBAFAwx5oNvXmJQJYwapGlIdUrNRKq1yX4bBHvztfXH8vyodCxUrpm5ptjyUS5MqcHShsND8zgMkBNAJtg4UAYkPMT44D9JIYLwZS031swLw3NT98H1FOGsz4b9n9WZvLsdcsZvxV6gnZJWKAVzqwyidlTQxYXHk4YVxl/spDIWYPl+zQ4aAODHlMo+SgQ0q8NVto1PbohKykkp89VgWKfE9GIlGFvsgHLXSMF8gHA2BVCxCgvIOew/aV7c9M3PH+iPbBxVzef9jKGxjRw2AQOEgqtfinbo5iWPl8BzX3S1gpTjVwAc1J2zFb65/CFEQEKEdatExh0CU8IYGhvAvucFbGRyG7bElLC7jZdDm4dUlGbbs4GKMQFWGAOTLikbF0FsrKOxV8dQ01DVLvZBZTXyB9EarFQJTQsBTu2dXlQVAEac93XDXW4Na02KtBIMgtrFEygLwH2RGsdBJGq40627R0avwfgHJ5kQ/usvgVbV1J271zsJOFsxa7yx26wBxEAAs7OijN0LPcRd4z7ORAisABTtYUOYzWlFLHwwQ7OWhDmAaPiwddcHda1mWWgGvvWJKyUnxdhDaDrOXxBYLPgdhHJc28OMdoW0JjKD1nDvJg/fy+cHYFRl/q5d9KRj9DnGdGOVoroltTzL00j7+rl6bQPO/EfVjfY91PFmWWxHXy/MhsAZIAb4bdG4piK+6VFGI+ThHiU7SyoKPiXhgVAsWtqD8z6YAHaJNAIxaIEwQ2tN/yWAlAkTIYP6W2qbonQFCD4E0HNh0MKahxfzKYOO4hETAaUN+DtYG/eA7cdiDTBOu1PM/25xKMzZwSqQLimpPyYUSrDBGqkEoO41AajiVWj4ng2x5wIxBcqdQ0yPrfngHjESokjJNJ6SWbpHeSjK5pRNE0Dfe/MyjM/arESkCgvgMP47pkTgTdi7VFLBgE6rk2LYaiOrH8MBH0ZgsQ4McxCRXSngqxbFb6rYs5KzaGmo5oD9cYNg/EXV0ZTN39AoN6H+n5B/ekeB9L2xB+10cIv/GlvPAIct5by9A6xzVI6nSGL4QBZuA4Zji+UvHnAlBA3zCUYmzbrOVM/ARRgA3Ma3+NcZvvi7n1IV3HKvuRSk6ityRcRGKejZC0sycmP1ipvMLEgeA8weiYr0LGnUNyBQdpYiXwuOHAdtCZjQ8ChmELLoiRTwRA6vc4pL4IWRa0DYtGguASgddJK5KPvHq+PGrUHEnWN4kJNvTBK0Lrh8TwDc0236MJxh5hgvkbVLOVHmJRmEPIjtzMEihlGiL/Flo4DvCKRJioDYc7wykN7aeUHLBsn0L9JMFWL0wDbCXew02YWzAAYDI9bLNNc+lMh2a4DXxLLZ6WIouHSsge8m6CJnNFiNY8IuJkAbKsLExy46LgR+pIZxhYztpEJg2nNYzbLwg/OcmiLaN3ACzYdABb6CH7seppEIz0KO6G/BfVSwkZxtMskUqDiQe2bCCSeI+5uxYKprEyz5Uzjsz0F+xCuLgmLsw+r+z56BLCLs+yt4IhGhgAVhkaGAC68+eW7XxAyvf8/kf4z/7OFyqa7UMg53A4otv0FcPEzPDOYwh4rNNxxOFmj+c+8hy6bR+mheGcQNA6R2hbE5ixiCLF4ODX49yI84se0SY4F3bt5HE41IyHdR4vvLgFM2OaOEHQyvf8asZJPkSDyThJ/gmtKQkVznFKYpdpyVJg6DvCdhuDepcK300H7EdCTkIuYCN5lcn4iYBGO0xOp19KMC0dBZ5w1kXBYvJAShTHQKtrxELnMy2JxbOCh4NRpTWhPLfFxanVee9pimei5IVIuy0pBwRgokWAXWXJBzRxk4T28rAlzudZ/W5lL/m5K+LsowfBB+tBTEQZ3VcZgMEIizb0sX4nIELrD+IeXI6cRfFSZeMu+tZMB1EMmS4JO2O7hd4/QbN/AnQ9aDjm2WSWBG8INOviPEFq++0O3G/FbXU8QE0DhvMXYLcPQMxo7SEakWVuncVen6XeaogSyRc0X5CxOCifNLzSaO0R3HRAzJnDHuwmeQdaA90G/u4adNwDZ5egpgALaDfhHCaxdNxeISc4ih2LSkuuIMLjfgcA6jpQ28Lf3EJ3LWwMCCdCc3mRFnrkC8EMdzjAH4fqOc2j5wAiqE3ObaL7TcpZAaVTH9h7sCH4dgttj3DNpniXjO7xF6HsIPxjUNZ53UiQfux5sWYVPLZnZ3i/yodCxUoZLeONa0LfBYhAkuC48sCIJmlJhle7NMXiPDBaQY/KRV7zaAnnm5zLIf0aeQxQSJoXkvNwgMh7hv4vBYr4aUXrlbu0+jsQkK0CJF9spez3mtI/maZJ5i/C40ZtUeme4VlDETD4BoYkbb2foYFEDX72hyWg1OAQ4cjbQFw5kFMDjTEICLNnQod6lGBShajFWamN2UwazCZPEYm1YqQe2js4FZnkPIdWd2An1zwkeJGJktbLsYZDDtrLGO2luCPHVRTI8suiIqM4wWDKYyTCsTlH4wY0/ggUOUpSWdO6McMrDc2Ao1YwwUGBwRQrgDWb+n4GbLOBV0asN34q5tenBHTRTz/oxqDg4cmgZEfKtTXH+jKwsF5YjuSCprT4kHNxeBaL0TU9jCsCowLDHJ8Xr8GNwUJRC5nK2bSxo78xM2f4wQosgMEBRSoKADW0jwIr5LiMuYl9/j7SZhKGA4HJr99hnKt1hiU6RSxKYOSSe1gYC/sA+0sEckGwgMyve/wl4JVvWrb1ASg/99k3YMcxjc17Fv9oRXCTxcBHKKPAnjENE5RWIU6ipplPXn+CRx97AdrUCbK8C7knSGhK6QLCAEgpHA4TmkasbaNzUEqybDvrMU1LYXM4Onz5tTucn7doOwPnHNo2xC74WiAoCwc6bm1eXwKXW1hgfOwip/wZALDZZIZIyIgwXVrLGWYModGEw6TRaMkInZXapYCCwOQ7OFZZCI47JfJsXM8TJ5oriqiBBRWQIUn0ENpdJthTAkmuOD1fkw+us5RQnkoLCoHRFm5RxIwGY4pXazBWo2IWF132Al/tg6ZXeRfQeCjQIQ7Q2QFcgqKyIa+LJMBG+2VQQER/+blawEiEXTgTfWDCpa72Ewzq+If8QSW6nRhKb6HdKNeUARNQOuW57QPo6QCzPZO8DXYCqSKRq7OgthMmPrw3ff0W7EaYVG56TLqF3T6Q7xQEBUZlke78EaPuZc4IgFKYqIf2E4glGqR+aQre9FCuiFuJSePKxbA9F2WbmbG20WIR6epmJxYLUgITW8DQEhG4aSWOwk6ZVhOltaq2wtir7QZuf5D50LXFkhQBHtAbcWFi9lBNC31+Jv0LfSzBFFTbhAfUMPhkJzQ3b0ITw5kWzvQgMMxwJ/u720KSnUr97e3rGLtzcXNjsdo73UKxQzvewT1+AP3i1+H9KB8KFStlmIKGwFDS8ACZGAC00OJk2L+62BmvE+8vSWhoHXNywkDlBuOZCwjaUo85L2VbSwa56kkSYCu96KJdosDectnusq3Y8ypPBeXxlPVy7fxsB2E018SfCtcp0Zz6QaLRycWhXWlLINlii75wTmHIAaxX4G290lmDFKaISWNSev01UAySCod5eoYIENLXGUNYqpqCEDtHGhMWkKDhijlfPnsyPcw4ZHeHUybf4h6U86oNLJnkd+5jHRQrhCSuwIdAX2syPCCY4dihuccNLNZLzyw/z4qZxbMAyNlkQ/B8OZb5DltbswAH60X92/w5BFSBjJkZqOtwdNNbMY1HsOfIxq9ZLur6yALKiVL1+oSl6GnPyPdEoSvMm8/vjd0SPvSDUp5cTVBEsK4GR4jMlLMWLg2V4ULw5XwNeu9hJws1Yx4AgFcY/YqisuSniMU5EbbXXLBimUaP66sRDx8pECmMY0DquyduNwWJP+XlR/oVlWMl6lQsRASlGduuqBdoifXB5RWzg7AoWgkoxeSXsWNcb9WkRE59Q7BCVIp/DhDb80LpeaFiARfrQTSPl5AvRpVafImtEBfaZYwUhTrGi9LLlG4qHGlzHICLl6tB5vNPPruAArVQDKwUFRQxCi6u2qVi4qmFobwEpXttgmvNcqFwuwHGo2j0O6HnMZaBDrfVyyMg5+8J43TdrmiMV/H2FfuURDW9UZIgYu0YwAq9WZwJK4ucCNxvloHW8w1RJi7VXtyjqmYIMCbETfjlb00DWAtSCuriXCyfJ2BaiQi6a0FtA+r6vE6ojutLn1dy5ACAOd4Amx2MHWDsUP+4chZ1w02N4mcP6VdfQgK/x+VDoWKl7HrgrAfujrJsvWe8/XjC3Z3DxYXBxblZIcBZ6KgxzEWwMBWfIUy3Y0JDJQFjlIgbJUMJUCCCEQIWAEnQXtRwE3xajwxxWSIg+bqukePEnCOxsUmL5QrrRSl8RFSrShZB/hJ/i0+LBwGRaKcUuJoLKu6rWyp6zACRoJckVAsW4mRoLbC9nsd5+7EKF9ctazFxQ9ptaUyQv/HdMAMDOhF+WMziDCUaAFUwnVw9BlGByQwc/AY2bD0Fn4IFoxsAIGtj8k1qQebIAF6yjhslgecqCBoeamHqLuMOqrk8VaIWHVFzSAFFgpMJX7HDpPsgRDAaN8LwJNp7KleyMMROtTD2Jj0/CW9Be9fYQ4o98STvVaAPC8z2ajKLl8kCj0fBJ7oShZmhgj9xqfVfzAURYMewEE7kqiieyfG795JZlbKej4EQ+Khwiqubi+5lX7i8XsLTnrh/tZ+F0LdaSkZidWPQ6nW9vTjV4ld9+dZPXuD/8l+8mi8QQRsThrp0A/Ililnxm2mMuDSsFBXck4xRiQFnZigVEdnq+qQk8d3dzYjzyw7aCFLe7fWIaZR9/PC5HmdnEuBHBDRG0Pbm8aHzst1o2MmjaRS6TtbQEOBkZ72AIsZ2q1Oy0/mYtx2jbyVnk/MiTHThjHJenaatyMsxACkjrtqSznkvtC5eB8rtM1eOLZ8lz+BqjuUdMjZ6qCBhyxi5GH+neULn96La8pLQk8CwSpDdFoI6AcrnfabsgHa6A7GHJ42xPU+ISlFYYACTaoNlFlIX0SrhYUJs3nIy8/gjXYgWkWjdqB0gC+oQ32Wh8Zds1AYOXpQHJOdH/dJ8UtRUog4RuNvICzve1TSvDYLHNEAfbmC8hzct7NlDQGsc+4fiOlrMpbguc0XjlBvRTXeI8KglbZX+25r+KY1CG5DOHHv+AtTjL+Z6cU5LBJoSgsx7zBdwmpWuBw536/S8cJHKSWVXGlEK6vIS1AQXbGtlE3vxXKh4SaUFove4XzSDpl2cf3T9GLi9BnbnQD8T5uIErKwr8z5ChH8IKbtSFBH+B98JbIPr3uMgUACC0nE4FEm8UhKIOe+TtUVLATaaBAugUEIlUMRrobUAuSqWCpXqBxQyEkahFHCFWeZE1OuyJNDl85PATLFuHAslgUIsF1hwN1T8xSvW5Y45XvZGBxcvmw4pKvlb2YcsMQ4uAfDJn0+IF+GwSvdQ7DqOrq2eOfoG1hMmNgmGz7FKAkVsd+AutTdwC2bKAkWyPujQL42Jaxl95AbMwNFn9Id9Eihi/1OmBjFye2Gss0Ah9TiNG5i8EThiNuleJ6CHxdODLyuKo2GuCpx/Rs4SzqCEzsTBrMpEGMw25dwAxBoiGrdaC8wgWGrASmPQ22peLEkG7ihQxLep2Yo2jj3I19YN5S3I+5Q5G0ASKJZrDiDv0AxBq1aYr3kurNgJynvAFWbu+FtSCXMK7qNwCMnaX+C95GszAWtRiIAVeECOvymdN1p5D2btlqrrhXVk1r9iUykA5GYWJB+0n26qrBTwTuboA1q+5w++gD/2A6+k76Y1gV8U96cyiNu7DMNaZYM2GpvzHQSUop5nIhESokARIWMFGWrltRBwdtbAGI0Hz21SoLdSFAK0CZcPO5ydNyBF0IrQNlJHK1pYKkorg1LSzvm5Qdep1JeuywJG3CxEwG6n0/3W1iu1b0WgIApWBwVYRxgmQKwG4goVS0l/y7iweVJThijamLNAkWg+sPg3fiYSl2Lr6gkdbaCBRf1OFchOJEn5oruohsWG7kDs0HthYok5WEIDvOuU4/MAQZRTfoK2A3RwqSRv0Y03Ie+PxAF0w1WaCBXcjGwUKEJnhH7KQmAoWGrk+b7QHpeSF5Bok/ZTcDFFYiyrCSvuia6n0tcQKJ3oTnRfmp0N4bPdXqRrDIigZBrw2UWOaQAAZeAevAg4B313lWijsiPaq9dB3qMdriqrLAV4bmKXFD/kHfrpNs1/rBPHpcc9tLcSdxIhVHVT03NSsP25uMV2+cxhYCXZW2zbi2CiVHIHBQKV1UZQmPrtchPHOQvXSankEpaK+MxDP3gAink9iEBtK8+baweUEoFCa6CtEaP44jlxR7t5kgWp2yvg9krm7O4a6irn/ICzUG9+EeQ99Bf+Ncrs4+r1LyR33/ejEK/BYvwOKtfX17i8vMTV1RUuLt6Zts15xtUe+Ct/54DDzNpkGsL5WYOotNDRdABZG9tNpvwPzpdrUhHjwdYGzO/5kznRCwWPRvmnmLyLLxSwwGfcft5TJ8LZOH8ui6CjLQ/R5fMDs7Ky9+QeD0XRLUoIh6IcU0LBEkBUh5SXw1bkChjaqgeV4MQogvmY4bhB1BlxIFvZOlLDBS7bzu4qCjYJdPFJpcYmtYHoWCWuVNGlC8zIULHl3MW7RBiyXApO9Tgp/csBerjug4LDOd2g4aNYMdij8VkTtu5yk4ljnDsuUZFCcaRgdV9d4/QXckRAkLokK23Rf2b0063ElQRNWgUhWIwwYpqX7laicIlPiL2erfLANJtxD/KTaOG8E7/ncrTMIDsCdszrKxHZcjbDxg7CvycFmDaPuysD5pCDs1UUcrmOhYhIUTNt08kyV8k+pU65nwEs/WTCeqgulU0ljjAKFBQnHkQKu0/9j073daV8JbT3/Wjv8dWI//LnXsf/4W//1uK3pu9gmojZz+LWEFTm2hiY1kApBd1otH2d+ZhIIGT7TYO5wAEgoekwM7q+QduqlFVX6eUO8J6x3Zhk8dAaQZlT0o2a4sSEb7GOcyvrhTnE6cV+A323PFg2PXC+4UWcIIFhUl8YnXHpM6HW9vIK2IRnwlgomGQIy+e7gP4Z+eV4xsazIvY9nxOE3ljsOotIjR61NzUtZ4aCQ4shuLAKE59iYJizO06wgEpLlJhcsEdjDyHHUIg/SedDLtb0KX/MpHvs28vFwRKVZ/FL6w8wAfQhnU/hHcd+SkxhtD4HuhiCy+We+JtKCsLcz1lhn+Lf5r+RHRFtBGo8QE/7el17D0wD1F4s0FwgE83X/3T+HLjt4QG4Ziu5KBDpfFbCkXdBSVR0MV2P7qlcWLDzKSA0PqBlEYHcBDPeZYVSsIrTsBd0qDiG476gxYWbUKT9RInxZy/CB4+F4Fcw6qnPcdFGC4TWUNvCgoC8ZtF2gDHpbFhYypkl4SAhx+a4IpB7OC6hf5UWgjEJ3LoHQMNR7m86wE0gzzDf+gfRfPt3452UZ6W/H7o/3VO0Ijx3BjQamKetYI+Q+I1xPDh4z+h7DfYM5z22mx7WMqxl3CrgbFdquLiyxhWtJqYRkA2aCalA90UUpgzPV2T3fErsRH6MbJpIuO8r8dkrZGm97ZO/1+QibaziWqg903gXbB4rgE5oHOLMMYIzTPyedDUV+YyEmzloD6KmvXi49DsTmoTxwSjmfDFa1Dgk8eij9LkcuyiXogASj8T1Cc0tZJwMZioEOTl4LBoojClIrsGEcq7XZh2V+VYlBrns+WrhcOxShk2UeI/ZzCQte+r5sqnFeGffOZqa7zewMmkQbPAnFVcIAgJsoYhN4IIpIUIMwVusvpNWHaTDYzGKAGqwsDSAMA8yPbV5FjvuaZvsGevO213dgaTAXOcQuFer8QEpDy9bfPTlzepvigoLgwlIW95DGcmcTUQZapOzoADI5zKXRBV4GTKdxpiLaBVoG9kz1oUAaBOAPUbJni187umA7HnW7jLw+VSiYRCltCix3mo1rL1uTjJ2nrOa2V9hT0+0Lu01KsZbnOqFrFY594JFBpkpi2yzVhI34RkVmEmmrcL8RyVWTPpZnxxplABEsULLaDvJhh3eC1NA+FFaGHkWYAtPKrH4CTqckfYlB3qkvBXobJZko8IXqEyDiEB+ypr9JChE8JS6b3nmSkEn7PjK9I/1VxOUDpJvCACF5Hh2VjkuuHhmqNoNdK2IYFachszQboQLMXv34diJO5bEqqUzOAa1swcpHc7l2RudW4MDPZb5j5Nw6pyCCA0BrISKMcd6DM6uU5x5tor+rtBNis/RhTU6IvlRXORh5SrK9zAHAUkEXGgtrlSJGWFxcSuDzp0DVACQSLEvfBoi/T0oHwoVz1C+7Xcp/MI/9yh9TrVmeO/x9lsDxqFGXyACGqPgAsG8vQP6a+CjL4mpuQ2W0OOk0Jk5HvIanjejVQEvm1Fpy8U1SFUEtN4sNOOLyi+px8UFru7JLdWasTkzv17qjSs1s3Ui/cpCfDU482lF81y05VlBh9gKmS/Z0JFmiw5KIXnYV9rgOWMdmPyS4JdzwXMrUgZp1VxaTOr5K98DEaDB8i6jGxGLWMBMhZ+v3L3UI+fJ0MGSI0INA0Fvz0WCQEUOE3WY0MKQ5O5o/JByc3CBBJWOpMIa4APR9kojus8wkLJTCxyrSsQ5Ze5mcb4auYMH1egdwUJCCMQwvX9Vae6JxL0taXq8k0MtHIhRk8gR3tXHKagZf9YmswzMKRdDHAvsCIMjUtwCEdiIyb5cKRH+NgteYf/E687mLLPFHMb+MpnZthEfEvYuZVRfPdtn/xaPP3nPM5W46WbPSmOMcwHhPLkgMub5j73bp35Vld/7715it9W42xc0mygkwiO0my4z7IwkaOgmWxdisLY2GqbRaLvsqjjPWUFBiGAWC4RzjEePDDa9QLcOo8dumxmf4+BDfWAKcLHeV54ZVdEaCUzEuZrvmWbebdUegCi1BEkqCymRdxot0GUUbpkjyvTZKLlPk02ChvVBmK5Wat5RkuNCrm+bCZ12eHJUQRiKtDgLC/KcKNzmhZvbAXrj0Br57LwGkYPRjME3AWkw7ktCCyvQ4jBo+AhWJjCYPsV9UDgzvFYAu5TvhsLL9KYDWHIRRVrOwR1UFAmZZnoAxEDrBowmWzWJCI09ijDhpsrK7kgJbYtWVzfmWQznZKkAWp/pmoaIoODq9+/L8zcIOXbI+Y0iP0EBEbBETgKAISRA3ZwJDWSW4O7i+ayNQMCG9l2ErAag7ZCStI7NLrk0LUajQixMFOSAdP4g9F3czApmXzfwSqczK5q8aJoCnSOwkzwyiC5/7HIwDxEwjXW8BoU8GkoUVaLwDfDL41jPTSyxjwHFp2YllJwfqgCWMU0WQpjBAXkr8TGRl4nWZlV7PYA5WFYYEZKWdGF9LfqjP/7JZX/fo/KhUPEM5Zd+9TGeXCv0Icji7voIIsblox3Go6sk07i0rAsa2fDbcQCe3DBeeJjrNnq5ECW4OsRCyI5Aqws/clquX00eDipAXQoqh+IsIuTyrtmRWeHZ54KhOlE3uRvN+lMZkjkm0St6G5pPlgUIvGD00/UcWWuZuwgLmzX5SzZsvZ/1wSWPpkKwyE5N8bcsCpxqLxcJzC/niuF4ySkoREtL7gXmn2cDiKZvDZdRq0gC2jVbTLoTEzp7QHVg4qAZQ9Dqy3HqAhxqTuZWPCNoUBS70D9VQNrmYjAh5h4BVDqwqBKZ4jzI+1JB2CDPQujZiw+zmzB1ZwBqpCQJqgxCiqe8/wJ8Yu3is2JlMW0KpkzTqY3MQjAve2XSehOLhwZ7mzJgc3Ctko2q094rHyZCkVo+X2mwy0H0y/W4XIun667de6Lwci7yk2a/lNI0Eeztk6c++YNQPvf5IyY0kpIjrDfTNmBmNDX2d6A7EXa1nh/vPHSj0bR5HZUJ7mKJPIooogjbrQgUgFwr3WQBcUeyDmnPZPTAQlCh3G6JTlgqReW6JMlDEBQSLwIRVBjCg5jAEzYmJ2yNz45tegd4T1ANg72g4xF4ln+Cg/WdoZSDIR9i4cT1iLmFZ4XWWHRaOnbRjziMRhKcBaFl8rJneuNgvcLkC1/3INA4JmjySaCIxbIOCp8aepZBGLlBR7K/LbVoeQi/KfgAgl0V0mDyUHP0urIaCe31rBaSnwLgEBLQWYTgb4axUwKnmGvoFXt4ZwFiaLfiHkoq30eU5rvsFKfzStbA3OW1cplJEqYtEqbGYbL45k8DomuR1HUZPSmOmQjcdCBnwSFTt9ucCQQte9B4ROMlIZ7ythKkGnuADRCpdaeKz0npt9xjXhkRLAorgusuoMa9XPdOBJ5ohdAhCP/uOm8kQASJKCDN4s2Ig/JxxbxHxoCtrQK3oRSgtQgipkGV0TvGywFJkZPMfmUxDXgaa+tHebatJNWDVkhmvbKPlaJDwb/5KtT7FKz9oVDxDOX1Ny0OA+PuJgdWMIsrUr/rFhtfq2UwH5Byx6T1sUQOq3QJUqeIO0i15p/TvivRGuQfyeA992OlutLi+bNnzGpFmjRne9bY9xLOL2lSqK4jaPo5dqHSsiS/+cJtiKhiZ2tSmFGATjJMsz7WOh7MPq8LDbyoN//8rDrlJbMwb6lscd1ZgGDIzw6oLLyAIrRtbIjhdAiIXjyEK1/XsnPRpacUEOajF0EjBk/76v64HtJdJHfA2wCRR9Az2FZjhxoJKhRVCihrbklPKawbyUNRFm2S8CT5Jmazo9qKWMvKCZojUos9E9M7rq6EJLydKiuHTOnCcHpk6/feW55en4e5A+gHs3zp9UE0xd1MgGAkq8S8nHJBMo2eMfsr9Wava7M1ldZwAUPLea00jUJzAgRtrSx4EkOYw/UzC9+ziJcgYNMvx1LGtzIzJif72I6Evplb2UWw0OSwNRHKOvugb9sJoytiklh4KYmFyMV6sagyR2s9UFFzAhrFCZlvbZusuXalODsicaWNjQEgXtmjnCnu/FxbnizLB5Y6d+OnlN06/bbyQgmA9uMKuEq8C6gSqVJWHq6t0viM+siVgyZmuAbzSSAGNY1Fbp3yB71CHxVYtRKfZhroaRCAi9C/ZrgO2vhZQDR7aD9ijQ6t0845A7TiekUE3+2ASaEZn4iwUGakLt1/yvfgYlxOXThuHKWWe14pCb6e9w1AjtWYndxEkisj9ckvf4//Fhbje0sUmnL6pxP1FPju6v62voLyoVBxogyjx3/2917Dr/zzW1jX4nB7xHF/BIHQ73q0mx7OzZxVwkv/N//qi3jw8BtAhXChtfjMfukNxtkWIcESoTkDvBM2TTQvOSEPQzQRURlRrq3yMyPqY1cORGR2XJi6Unsv1yOJKjdwZl8yc1r+Fj0pkiYuXM+m7DiC2ilr0f9wzbIKob45SF3GLv6A0VpgIYdWbFXF5ICQwO8YDO5ZcM7Tc+d7PX0qbALVAVVfj3dx0JVUAsAqz3GaScv31sLM/TSjdlmKgpYiD03ZV1IyxHLQDSqU3qNlBya0MDyKRomKRE5KrAyG56IaMFIHENDwBIsGGjb1K9aJ65DKhEzOoptuRWAggQZUThKt2WYDfbgBwUtm69kiXxy8zMklgQFJQlW4HABKtF7OBs5C/JIBSlYYYwd400neETchRrkqOwjqFANV0Fwwn4N97V8SNf/swCmLFhV9oeL/5RCKsMqotSq5LL8i7IW6Egjo7ltd+WWc5HFn0s8zCL/U755a56u5/Hf/eo///O+/gdcKoUIpBe89pkEghTmYPSvUp/J9p2uiTDJNFhAiJKsgQMX1yNBa1mA8K9zkQYW70xLStqCrhcJxTvNjmedHmgu2ZfhRGxJCT5Nk3iYS96cxZOh2zsN7xmQFAv3hpcK2j7SJMTng6g7YtIwXLlyF8CTP87g0N+jVABDh6LsEo7odH+NyegNg4E6do+UBBhP2dA7fdmgxYUSDo9pCNx6ONZ6M5zhaAYZotFg3rFewrNBqX1ir67OPqIYxjyUmOXUs+ZAmGBiMaDHCUwPFw4JOUlDC1ck4ef3TTMIhrGfxSEqz1L4UD8CpFqw7CLQrwasWxB6t3QudJkqIebEtBmEwG/ShjrTrYdyYnzZbQOQttD3Ch4zVyttVMrAW64BxAI1HAAzWTUiSClHKtCFb9eWjNIdxLjjQfi5oqyMNZ9pEm9XMTetJ+4LwRt5jUh0Aj9aPmIKSrHUHWeMtYFxwXw10vR+uoZIFOTLnIhyQFZeliudxFv5wkDNmu10ID+Pbj2EuLoA2AzJUbkW6Ac4fpEBpNgYwLej6baCsB8Bvz8GbM5CdAqLhbI3FTd50IqRpE/wSjzUBUEWAeczu/VS9k4c6f+4pld59+VCoOFH+N3/j8/ilf3YTeIkDbOGgevvkFlsOh0ir0W+yFvj133oDw92AX/+138I3ftsrIJIEejFAbpyAt6+A3VYcSM432Te/a1wihKKxkoU4Oh3MxeL6U1kkAFiv84YpfvE+CDWzRRYFC0VF7ETBscbPQgiKRRquJwTL8L9ErxhVMHmMDykf7zm7LiW+OjTkEZQI4ApqEIjPCP7+CTqVQ44OcXqKcLViji4O7rRZ8yDnPNeqS2QlWIhAlmIIFgdN0SYHd//iR1e46YiwRMVcFfNT9KcUcOJaKGdTkUejXFFXxDJNDsySLAmKYNlUieMcFDwZTFpVXIvT0YVOwTGnQ5gh7gIckIxG6iR4zlPKPJv7r8P6iplcPbbDkwS7mHC92YHYoR0m6OM1wB529zCYpqU/ajrCdxrKjfBaMLqVmypBVbsJTjeFYBHiArRJ74/DvVFDOTUazXQHogZeNyEYkuG7LZSzckiuwLQSQ5IhaV1fB4JrVG1RiS5Wc2EdJEGe4NlhV2wsLqxIcn9ePyAd3L9WZIdUB+sl0oO5tu8pWjD9PuKav9/lN1894kf/t5+H9+Ke0+8kWDsGXyvdY9wPGA8jul2m5USALvJOxHt2l9tVq4bWVLhKMZTWhdAh9GicGIeDw2Yjv00WaExmOKwNCd4oA2mUysqyxGtzy0NKIknZRTNe05qgWoZSwDBmgQIA9scMg24d8KU3PL7mJYWuJXhPuDuIAuf2ABil8NIDRqOmAH/NeNQ8Rq/GtJzOlMUtn2Ez3eCl4TcT5ercMSOldR0Ykwh6GLHlPfZ0AUMOL/Zv4XZ8GY0Gdq0VmVs5NFH7TlEOz3TUkCjlDrbD1hTZlyEZsT0TLELWYmI0bMFQkliZG8m5E28KAd2e9MwFqqbDgrYk50E8p4CZLXcmcEQ3JnH/FOZ2Mr3Uj5YUivCzGof2EtEdt7e3iTYDwKC3Qs9Vl2ientFJJqrGpe0RBA4MrbgoJbS6OMqotVc6B/lOI9SwT3SHQhwaEYHtCJoGkHPg22uBn41lHCR5nrOiPIKg6dkmACeQ9NZDhCYGcGseYtJbcYlTYS6ZcSwgbQ9KlGOGHEYlbkYakjNkrzQu7B5sguATaZ/Skinb+ySVs3PwNzf5/QwD0OX4Knt1DX+3xzSOaF9+KW84ZomZaHvg0Yv5/ZngYmUM+PwB6OZJbrvtwYGesmnAwx60BvHKLDC1kQAQiZARYldgTN4E8e9UmZv0Hr50uu5XWD4UKlbK1Y3FL/5qXmB2FvHGzNhf3WI8DHjy+mP02w7aaAzHEXaUum+/cYNf/ce/jpdfeR4f/8ZHmCPWDAPjhQdAJDpGuYoJLd+/h8bBKTH3ho2l0m9SURXshQ/aFRRCQ/ytOG8W62ztM6cvvKgzr5sFi9plq75liTpFs98s1+bMSmMwa6tmqySQe2JBc4kjqA//WrCYiRbIgczZJzW7O/JM+yXhfXPLiwCq6ow6FB7jnIJjleI+gBhDIwfT3FFm/u7gHbQqGOpgoajXinjylv1hMpgQETYo43xjxd8/apBUC5fD0nMgHRWilpIM5gnKMCFpMTwMPHt07pDN7Kl9ApMWH15msGmhxwOa27fBpgVISWwDMxwRVNPBB21OqXqNc6u8g9Uh94cKUSkUaszNSYE4cwjkk5cX7mGGbzfQMVvp7B5ERt65dC3lBwDg3QRBTJH8HKVmsCL3iRs6oWJWSrpT8i7VJiNA5fVbIZ+sbdCqULFdnl2wsI9fA/DtT2n7q7P8o1+6hrirYiEMxO/9roduNLTRyQWJCCmbfCz9tkuWiHkxJrtDkaKFFSKW2zuH4+Cx2ahgLQFiYs24LMr9q4rlch/fQPP3iXifLCTnSTLkEKExjEOh9DyVhfuNx4zzHcG6ciyEqzuFjz03YGMmtAG5aKOzgkHOAsYD+zrOj28kGplVMoALVsbcqqxmzRZOCeP//OYWt25bnFm1CyWF5axIAlQVcYi91biZttDkkuLFKQ1NDiq45GpM1XbwusHEGtqNaPyASO+ZFDw1SJuR40kV5k/FqL4455LvR4PB0YrMDiCxujN7gAyckjxD0v6MtsV1BA8mWZMyQQrH5jzEZLDkJlJalDSJ5vlK6EiIQd5B2wHENvEPFAcR+szeJ8KaYkJTYI3ERswVGeX7i+uOxiPwZEL032Mn1mm7fZgYDxeVMAVtY9K4U1sc1RmcapZn4Ap5c2RgEGNbM3Kd1y2O3QXOjnc1/WQGui1wcwVYC1YKPNVMPY8j2FpB87y9BY/yO08Ww6tfhL64gN6GZICkQBdbRJ4rdzPQ/W4DNg28C8AjbZ/3JwDX7eA3RhRczsIMt9DDXd5vJb3RGuhCxvDovkt0OiPmPPdSnOdXfx34xO9dv+crLB8KFSvFn8iaGguRwA0O+wOUMTjuh9V643HCzfXxdDvP0hdO5BOWY/K5OqYAWOsvza7XzHP966nfMmM+f8qpvkcif1/JMK/39/up/NGsfmofKhPh8Ji6rZO9P3H9vvUwH0v5fQ5QmtGe6utJXLnnOSKANE+Zk/lMpJ7Q3IEt/DufqFgoCBMA1iM5YtuEDNsXIAnBSSx7J0nTCBCzdIk6NQ0S/6CigBQ5q9DvivFfZ/beUYlMOxdzVGobC63vfIHGA9rPVcvPtpDrUmGmr6zAFLAZ///s83yy3NvP+2niV3NxT6HnAKAbs4iRWCtKnxYW5mWtjjEE57jKzP00JWO5nJbULtdZ7S9lPkorCax2gW9sjLhC3Tc948QYRoZSnLwrjBHrCrO45xrlxBUy7A8VIJUZqNwen31/5g4ZJa6YnkmoENHC3UnmJbvI5lbESqtZFEOWVbCSn05JHl1zooqnfkhpSeT0OdGM1EiGeK3ipkrXHrZiTU+uQMsXWJ0RZfNEYMpW0bgm5sx+fV7LL/Ng7NjfWF+sy8X1cnFyCdb+9ELeQTR8QXB0LtHz+tnF2UmESXcBpasc4emyVNjkrzHnUbXBQs6J1K736xvQe7j9MQkU+TqDhxHou9y9oKCK6FxRWeUDnCtpIxYapcL7kznx7AFl4NpgsVEa7EbQcJeseYvYOyLMs4mfnpyYxyTMAQFEGosYjvewfChUrJQHFwbf8k1b/H8+tw9wfgp+Fj8xDRPcJMSy222gjUmEJkIIEhH6TYfbmxEXl111yDSGsB+A84A057wCc9Y8xzU+OYENE5xtACFALZcZG8lAZDIIAYQAgGMXYgwEH1yRuOQIsoaQE4lJyM93DCgm5G1PFYvzLMSlUNau/YqaFCZ1DMSUzElLl+YlVFs7RGOvZPQs/qoUWFxeD947VUoRIT+fVp6/ZOgUyWEiR4jKYy8HUGjaykN9bTbK3pS+wp4FSz33hQsNVenyJTqTNH7mqt2IcpRrlyJR/WtdT95fdNVr3JADqJnRWLFSxN/LhU2cIQqVLV2oQs/CwazHPdR4gNtdgpse8LaCR/RQ8E0v5nsq9W/Z7lP1OQoGJURiPDiJRKgJ2OTpzgB7K2tB8NKhVL1Gwr8+ai1PcXlPtSgUG7AS8mYbKdSpGYkT954qz2zdAPTli09v76u0/MHvvMDf/7m3w9Qss2WDgLZvk7LoVD5YbTS84wAQwwWdl0as9TABUnZF5sRup3F+JueEMeJOeTguLQTlfVqLpSG7P8qzbQj90RroWqFNpSsTQXie0lX1bCNngnXiZtJ3hAcXjDcfA4djfe7EObi9sZhGhaZRiMpco4Fv+QbG6A3e2J/jY93rOGuOIG/R231aj2rcoz+8LfuDwj5FgGBlFqCEiDRH8ZwhiR0Iz+/0hFbf4Og7xJXumLCfWjDi2RX6nF9nqU6B9RKDAQg6lImWC6rdExkI8LEc8lTIL6m90sQfn1lopmOdOXT3vFcAclbtdA8SU1rW5EBRuYAeT7Qt3gNhFB2ZEG8RlFeFNMreQ8PC6wbajem5iG6WBCQtPyCoTbZwBXMTaCqgW9cKcx3ZD9SL2Tu0b30Brtthev5r5P1rSpZsBjDqLiltBHGqEOBAKySLoaOQGGl7nFP2aPwIp4zEy4U+0M0Tof+bDdi14L0w8HP+jZ2Du7lJLkhVrFVweaeuE9jW4QCeRvDzLwNNK+ur3YrlnRlqOkB5B08E1+6ymxlzjjFhBrODNy28aQWOF4A63qX3xHHw3mXlFlAjT6V3y4Bz4Nl7YW1AH/mG0+/xKyzvgWrvd14hIvzFH/w4/sC/f4HzncbXfHSD3/+dD/Dw0qDvCNMwiEABAMwY90c4a3G8uRMTl/fwzuFwfYvxOEKRCsKwHGjOMYaJMUyE1x4rTFYI5fXRYHKU1sPkMiGJOaM9izBQKhAqU2yoPd/6mqReRJMCRHNlogsNPPQsJlGElxWNzVPn79muxd6vfw694gyxKmOeu0+VYk59LTcnWvr7tIGn+pR1TtKqi0S+ev764HQQjABIvAcv6wXlQTUGnn2WIsKD9Ro+IKPU9qoYmu0wj/WQUgs386m4h8WterMauAcO2VDrA8WaDsQOerwF2AXm3EHZgwRgewd1uBHf3UT4GEnTx1lA0ndXgjseA6nTqCRLtVNGIHFDL5NFiCjsnSgQephpL60SIWrfwAwaDgUiVBY4Ek59Gm7pNpW7Ey0UT0vO9+yFKsZALhXfiYp3Oauz9kbfjcUkFB727/ref9vl9/yuDf7TP/M1+NiLLc53Cv/O7+7w9V/TYrdR0Fqh3/TZ3ST6Hqki2R0gn2evIu5toUuM4ThhmsIhzkjWCCJgt1U422Uo2eit0BWAYkQxXEceYrQgCa6V6E5dglg1JitO2nbWVwDHMdLTmtV9/qEILm2K/WOwB44HK4HcI6ecGQBgHeNffT62S3h1eBHeA72t14hvt7DNNlT0IDtIMG7M5Mwe7eEquToyCEe9QWTAG56g4TD5WvepwNiYmA1aFCllnGFJoZjFQjE6FRRlCqOT9+BZYc/bFIsHRJqQx1YWTn+1SqZ6ZtiPPiVqm/UHEpwsUN5AVEildjl/tiHo+r6ktrlhXwdwF0oPmTQFQbTT4la0OkJIHe+XPv46oDaNg0Cv+pBzKNJuZoE4jTkb1oSLsCDVcAdz9WYKzC5L4yZ4Dxx8H3I5SS9dysUlvBIHJkBBrGRpngNtVn5CP16BWOLwUjfubookcDIv1PXgcYK7uQOcF8XCNMHe3IoAf3cAWwf2LFDgxoCMAc2QrOAd1NtvhAcBetonQdS3W3hl4NotSotdSo6Y+hPWZnSRIoLvt2LBCPPo215iMUCVW7I0yPnPLwUKAPLObh7P3/x7Vj60VJwo5zuNH/2ffd3i+qf/0/8Gv/zGzP/Oewx3ghow3NaE9ebJDdr+oykmKJZpYhwG4DAoXN0pfPQFuX43AufdtMDfBmL254hsRDDKIZt963W15B9YEhbNrhotiEHCrGdmpL5/hRmeXZ0/b/792Rn6+TPnh0VkqKPQM++bCEFrZ/Fp9v8pz68GE0FuuYDBXQ4u3RJM9ZoY1jPuk+NzS+XzOJjsKdWSQ5DRFkKgDuJORpiYa8nKJnn1l7XPErYtPZPlO4vDCO9CzRGJKAQbOgvFHmqs9wXZSQSK+SQEBKrYRu4LQx9u4LYXVXUGgpVCC5JV2dSsaeUG9O4AFFpCJg14C314fALitbYGxH89eIEFLtWD5mnOgQJyCD+Vsef6Xk7/O1F9oborvtOs3ipheKbiDzdPr/RVXH7vt53j937beXXt33xxxP/yf//Goq5SKgsUc+hVrZaWDkTazjjsJ/CGsdkKt28M4cGDJihslnOvtcJGi8utOiFAlLsAyO1ENKd8PbmwLxREAMElL4+8oiloxrc9MFlCw4zrwWJ/cEloighWZVsxqDu6VVq/Ep/FLHDQEroA8iFKixR02GsaQHM44rB5iLF7AAMPcIYhlbw4pZY+CF/waFTer67QI5XnhHRDYWKC9Rq7VkwyNrE+BiN6XOAqA4jQuj6egAQ5zaU1cKFE8IH+SW+oUC75GW2I4dqOshTIwAwCPD696kmeDOYMhBFuoPhbupQ14qwbOKVhpkN9TkR6u4YuxyzIgC5kbJ7nSCiSmKbiAHADdP28NejjDZR/TuJqilERPBwaMBQGX95Xi3CWga3ai5UiQuySnMrteI3NeJP6VdH1We4PIgJrDT8MYGthrzOdK/edOxYu7vsDeLLov+5rqj1NADigSuUEmg4IFjHbncmrL5+fRgZET4b6XQIgBd/vkJRszOBuA/IFjPxhv3SHOkXrScG//SXoV75p/fevsHwoVLzD8uKjDqbR0K3kp3DOottu4L3H/sny4N2ebeCsBzUZ35hI3J9iNlOtCGNAwNQqQ6pWlsOwa7wjKOWD+0tGUorlPuZdwQekDFWx6iFMdVUjUtsB1hYpr6zdZb2Z1XjxhPvufXZhYMmSr7V8n7vBWr/W+bY4M8FMy6gEvKgVi58jrJ2CD+8ya7mT5otRkvhk2SiRXWIdZoUDOrRqhFErE3vfpBUvo6pWLjouMirf03BjD+jcHk43KbNsagssWvs04Vz9xk0HtiMU16ssEtfyib7diC/uisScooCK35hDVnBQyCgrgsdaYUiwnBr3UH7uc0xYt84UC7ri7JQgnChTIYQ8e5kLE0+5N7kKnGypeH4tAK8vkRNCsukW1z7o5eG5xilXpygsl+9WEtgtaeRm28A0Ct4z9ncT+l5ju9U4Hj2UWreQtk3Ko1jAwtboQfUbqj8zS8Zs70WQiC5XRfdnMiQHxScDKxZTFyzpzkncSN9rDIOFc7F/mVHqGodv/JjFecuwnrDVB2jlRbCifLYotgtBnZgXj2cAQ3O2vreJAiJdHv+STgZY2UheVla1Ig+jPFxwGW2otBAI7RYLqUeZ8ScpEUjBKxNovUuaYxUTboZ2rGqlTrCgetJiJ3UTXEhCWipgHAiD3sGRgQJL8HgcVDEX9V4tX3QpXKRZPrG3M/1dy5GRLQxq9X5izigCnWjS2U7gdiOWveEI7GtFkTu7hAq5KuJ1253BPngJXtc0hVc+5e/5rVIU1E4oy456CzSMfroFUe2mKjELhUUnaPTngAwAQFpDbxSU1nDjGCzQDGoMzMWZxFYUAoQc69mVCdOIZprAuoHdXMDYvbg+FVabaqTxzAyWu2jBjwIThSB69iwuw5FPBK0ruIgEitbXCI1gD9qeL+u/R+VDoeIdlu/57pfxC/9sSIuhoQ6ma6AbDW8djoWlYnO2xcXzFzgeJ5yFdPVKA10bEmUFPsg0DO/FeSSGX3pGSu4T8zXEJeichtEODkBTCRWCjMEsRI1TrmnZiJp8sOwL3jeDkhghum9fbd0Y0Ie0gbl4Umi35KcSnzU/DIGSRJX1lvfXDBBRSSKXz18nQGvnE2c+bX7HSt21UteLmvtMHAjZLc0FFSdztGyE8YCgSbJrey5M25wZg/zG5F/rCUZxFiji2/IGkzfYmT08NFrFiQgRKDHr0ucI8VoMphgveRvyIOSrxo6wug0aIBmBcUdMWgKBWnuH8+FtYfqdwrG7rKauHffJDSC6RlWHmWkka+jxLl8vgyHDvPrtZTILS1v1G/LKQLsJ1ug0flcE6KnAXTE0Jt2jccfFqmTTwpkW2D/JuOsrhYCs8YuHbPoxB1eTn4R5Snkolmt4vfVYnkGgSAsytDuT3NMurK7Pn1Hs0EoArIt+8MGNqThVLs81vu6jBr/5xWXAo3ceStfz0TQq8AwSbA0A55cduj4fo/3GYLfV0FqhbZUEZTNDqex+uN3EPRmY7yIIOh0MsTDDQdxXSwHIBmZ/9CIQdG1tPfEuCy0Uzoi+yZTIh/VIBNzupa1pilm0CW1LaJoW19cjpsnBhCx6rWF817cc0YXt1RlGC2HKrG6FmoV+Ot1CjYd6rwJgZVKWZwJw7C4x6Y24SooNMNRVmFjQ5ZhrhcDodFr+4g66pgCRuVTk0QZIdg6QssqPMCG2UIV8O+KKwwApONLQ7IT+kBY6GF9JYZlwyoS8OQ6T3kisRHo8pffHug9CR4PNdAM5Pwi3zXPpDHAQ99qGBzhW6fy3rKt5idpuDtxmjAFxUFKPCD5Yg7jsi3eJJpC3NS1lznSPMjpeSUPYOUnYZky6j7pelD1KgzdnQtOvJY7Gb8/BZw/hpwHq9rGMf3OBw8vfFN6FuC+VDpxHvZXcSzzBISJu5djKePoBwMgNNNmatjEAMjg0l7Cqw254C9P2AZr9E7lrcwa6fSLCQHyfxwGqa+GPR3BIYa+aRgQlADAGuu9g9weovkP78BLMDB6Okk27mGN/+QjwHmo4FG5WB6hhD681yE4CnT5XSIXvZrgVN99pSNdqS4uDDu+louVtl93SgHReEkEQp0orhjZQH/tGvF/lQ6HiHZZ/9EtXYhovKKUdJrR9i4cfeR7H2z3sOEE3BpvzHZz12GwbORCIYJKmKy+IYQTOdvJ9dITROrSGxHJWPSoz6s5p9K2bZd4Mid/Io1UOjilBlkYYPUDWqlY+BPpKu0SyeH0QaJgVghtxuMcH/07Z3fOETcuyZE7mAsTT7o8CRU4lFWdhzTpSb7One3nkw3utLq1+Kxk2FbQlkTRTEskWGz6KisX8h+Mut0/l9frpjjXYMYjE3apkSADG0fVolMVoW7QqmHcpx8tEYtxghMEUGPjYGQcFoLV7EPtgdidoP0GxxchbSCK7ENxp7+DUHla12AxP0qGj2WN7eAwbNNrajYKB7n2R/bqYhNIiYloJkI7DIpUZqKZPWUcZQEoAlxhigmIHp3phVEjlg51CgGvmmjG1Wzhn0NhjgI4tTdUM359BTcdwqEoMSBnrwSFDKjNqf9piXOnAdVagZavxYlZKARyzxfgUISQ9M/wvMqW8XIFri5yQ66b1F4WUmXBhn3wZwLec7ssHsLzx2K4KFABkLViX3KDYM0bvcf5gi64zmCbZW/2mzk1CJDkdjJH72pZwsSM0jVgWgOCaObOAeJ9fXdr/gSC4SUB0dPDaW7hIO/kr06cwRPBQBLQNh1wYcYkI9ToMjP0xBniLQBH7g9DFhw9aKMXYbQnWEl55fkBXuV0RRvRwfJft3MV+mjaXUMerxIiP3Tmc6WDcALCHV03IW8BgZeACI7x3WwzooMljcC08kABKokIsnlP34xERGm2rbgGMiQ0aEprjA8pdaZEsaZZTBrMGqiKKE7FkLB9fvGcArDT2zQWMH+FI3HzKOh4NLBgDNlBeRIWBWxBYYFMhMQWGPAxZyesAWSeDMlDs0PgjNGk4ZCsrMwGmA7lR1GFKLCPwMX5t5gZlGngf3J3ivHQ9UIBqZDo3pZw8OLsUMcA0IoAoAvdbcXOyI4bnvjY9wysDh1YsWmEeo5JGeA9bxP/EPFElbVM4+A0ammAoJGIt5nIyGwz+DFOzw6F/iO3Na2hur8DjmF0NnQOFfE3m8gJ+GFD4CeaiCaoxMOdn2TrBDL67BZoWtN2Bd+cgY4BpWCimRGlHgB2AmzfB7SYw+07mihnKDtDhvElKtnk/fBbGq/VFGthdSMzLONTrrok5poK7tjbwr/461Dd+B96P8qFQ8Q7L7d6tKvM4LOjNeZ15dokIlT/n60iuUAAwOoXWBFi+QqCthdtMCOZadtlgot3K7lFLNnlOIomQQERjtEDkyOSwC9r5Sps2a3fVHevZA1fndLsc3zpJr9nw08LEibtn87r2ubo9KoRB8MwhH0Yp7pT63/sOu+X8zZ9JFBkIkgOCxVd6XhwrqJCRfOIWmhw0HNxsezeYki9zyawqdilgrnUFBDIzWrtH0sB7EViMn2DcgBKkNva3scesWfE+ZLNeK8W8ESU/5ti7lPzLZIGi0rqVT2aBcZ0nBzzFjnvdwnkHjSPmK5mVTqgbrCEaHrLVOBlI0IGnGHdpd6UHiwV6Yo2UNGI2lmdd4tW4ZtWynJXtgKUCY+H//yzwhR+wcjiuwyqWFoEa+pXTBm0afZLWlHOt5AwHEaFrZT97Xu7zuPdFkZLbKZHhYnD3kubne5djEZqhqHDpCfWGUQSduXGkLF2vcHEWGT3G+fY+mrbyfKUBbQLTKDlcQCoHcIdHZ2WzgmWNAwT3PweWU46bCP1NgdBcQq/nUgoRNW2PiHaZRse2iAsGOzSQYEJPjZGotlA8rSiFiXr4EztZ6HbIdQRx4WQoTEWAz8RFRvE0YAkCNzyJMoRUTQ19gDIlBU8q5LaI6FsrC0AF74gwJ6w0CLU76HzpMACcP0wvI1l1mlbyNchmyPScJGt42Z5cDrwNc2H1l3vq0COFiZtKgZbaIsCajQiIuoMdz9HuPyfnU7GXyjNH9z3YWvhjnSaAo2VPzZJeBjcn6EsJ3na27kTdiAgP3gLDnQRjKw24MaARBmFmLbZPmMS80dcYFaWC4Lc8c0lrpAAxIvC0ngbhvSgfChXvsHzHt5zjV//5bXWt23Z49NJDXL21jKm4eLjF3Z1F0yiYRmOcPJSnbKUiRmMIb7wd3PEAvA3gd3+NoH/ENTPa7LmpSUzZDgaD8+i0DYeRk+BtykIAJdk+E9BoMg5btOhtZIMWrFY67JIJkrCCJOKhqSbgIGDyVLRVl/n+zNeWzCEV38oDY62tZy15/xNK16voHpDGzxyItGQlEwYsZp6OmcPL+Yt9mwkdLGgkyznORLPuVx4jQ8F6CdzOwoWQRWYChdgKzxTcJQpmBQxFbvZEmTTtxBJRHhZ63KM9XmUNUtD6c+iHgodterAq1JYF00V2hHJj8IeW3yoIvEKggGnA2ohrhG5kIzgLGo8g74PLRLMkpmEcU7NFQrci8XOedJf6bdmJZSL0n1iAGhOTEzKFk7PQ9oCqxER0caaJANOJoMUsma0LN4PyzX8leTPiIVZZbaJ2LEEFyFuT6ydwx4PSQpZy6DP71LcEkRtcPfIz6vGos4fveixfreXl5xs8OFe4vvUV8+59TtFW0hRSCtdXR+jbEeeXPbQJEN2NCrETDGsZrYn5hBAyVwO7nDgY7DkpC+K1mNiu/ItZopsGcC5bEoB57EV8bVExVRNC5wUZKhep99wF4Y3HYoUgIgxvcBZcCLg8V+g7GZdSQNcAB2vwkIa6LfiQBjSnDI2NGJuDrjkkaUORg2CPLd6iF8Feg+Bxpm6hFAelSIRTjydTppNxtY9WYT+GWAcIXYznZG+C+w4pdDqDajQ0oVU2UHeLFiNAGhMIG3cLEzI6x5lUwYK/dsAM6LDHGQDGGd8W7yLPY2wnohnFIqvHwbFGjomJ8xf7Oz9LZAIUlc63SNfj+6j2L7NYjiMhgwMxwKaD81oS4s1iD0oBi4EgDAgyFCI8K2o6Z00Hu32Q4E1H08ObHmCPfv+2KKLchEN7DhfiKchbNH5Mz/QhsqTFiAkGIB0Ee5kLDxXcpjKfocNcTGwwcB/WjMeG92iRrQ7NeAd0PfhwF3gZBo8jIlZyorMROSucWQnlzTn4YYTqc3qACD1LV4+hz2sQkfRa4js73AlPpuR9q/01fLuB312CiaBvr0HXj2X+Lh9lwIBpBN56Iyl2uGny3m87Ob/sJP+awnJaxnfM4Gb1C6+s9vW9KB9Cyr7D8h9+3/P4H37vo/S927R44WOPoLXC2eU2ExEiPHrpHE0j0uE0eTjnYR1X79czMNrADAb/WM+Ez39ZJXP55GrdgGOC85H0EAYnGgWjssktQ+xx8Re+h02i4JPZUFpmtDSCiFO25lhkE0uOjFJEoKL9Kn9GQQ/n0KeVwJC7sygK70RQiDBzp35dFWlO/DIn5pnU00q9Oc6SuBcEok/1+B3XdcvCmOWs4GXPpQ4lbaf14uLmIbEXIpiokH8k33N0YmqvrBfM0HaAYgtlj9CjQOApO6I9XqV7xYUojyGOR0+CTZ+u+wnKyjXtxkrbV71Iv6KjS9rASNg1uNsAFASKcp4or+yx2cLrGj8zBlUmTSMUJrNJS8OR2ON8FA7C89k0yYUhLyWSoOv43fTpfXDsJ8SUX/pag5Qg3+Dkkry/lCrrxSZQxY5NN6y3sfZTSriFjGZTcc/1Dbxy7XdCaRvCX/ifPo9HD4L/MSSWIpPIYnYVwbSyDpzzuL46gFkEinJqmkaV0yuKzAk4DhJbMT/fY505E+pnxEypHPdf0wgOyic6+YqMEgCQvKKBVjNIAednwfWVCM8/JJjwjIszSnC1keG1DtBk0atj0ZbHuboBKYKlJrt9MKM7PIaxYvl0qoVXDUba4EaJi4yFwZv0cto3DMKNP4dnhY06FM+obX4ektfJM+FuzD7toizL9Y5WC70tYi4MuUIJ50WgSIVwMGeZ1oeXot2YYkCATBssTBAoAEBh77fVWRBpfSkExedkAQFQBWadhVh1GkxZ7wJGGTPiQQEEhDK8aigt19bX1P90Hs28G0jDBZdVngX7cgC6iP8CAnVaJq9jZSSvgtISKxDpilJo/IjocnPcPoIzHUbTw6kyPkVjCt89FI5aApmJGA0yb1LOXYQIByTQffIGjnUQKOK0Eg6Q98Eg9DdvwNijuBpFOm1tEijqgTOm69uKMXEh/by9voUvkuHxOMEfjuDDHu7114KSJih54kZnDtaDMPfBKkEA1HiAOtwKnPn14/C7B26v5F8AePP12lI8TSLcAcHdKXgXeJc/zwO3q9g/Wg/sfo8K8Un4i9/e8pf/8l/Gj/7oj+LTn/40/upf/asAgOPxiD//5/88PvOZz2AYBnzf930f/vpf/+t46aWXnrnd6+trXF5e4urqChcX65LkuynD6PGz/9Ue//V/M82EQIY2hH5TSJOhaKOw25lV6MC2yS85arkAxqYHPvJofqYLPOx5nzH1z5ojNLnFwaJCCrY1i1lGHao1XqNT8GgWzL7EWyyZ8KwhW/IezEgY0/UIpHflt9yul7waYQ7mLM7y8Myai1Pl3bNEZbuBRM0aI3gYKt2KAisecmo4aPnMok2phASW2vGQqIWs9V5XImJ4d4pETxgFwmixKnt5oa5wjut0pT8+Sdp7M+6TgEDeJ1jByDjfP0O5t0nDs6jEgn2u6N53wRDmPo1TN4mpL4tXBsf2YkEcPQij2SQrRVmMPSZBR9kRvbtbavrYQ9sxcCgBU58LH1dd9yW9B9LLTXY/y78y9rI85Q4+sd7vk6xPaFvlna0IeuVYiHDxHf/9+/s0K+817X2/aDkz4/rO4T/5X7+6YNgBwLQGTWsW9Pz5l3a4fLCEyzSa0Jhc1xSfmwar8LKlhw0BGFZ4He8Zt3e++J5/224I52c1nSWSs+TBzlaWirhMDyNhmOq97b3H/igC17KPjG94dIUXtjdZmx2uP3ry69l1klS1nq7PPgLXCLjDgbYYIXPmmDDxCqoYe0ysEXX5k1fpc5whZuBmaGBdPo+WrqEMrRiX3TEIVUCvB5hwTmpYiTGbLfzNdA3D4sai3CjKgaDJH/QmMcUjtxiRk/LFZx5tE6wsAo7ysHmSXHbWaDuzWDyisCEeAHkw1ue5yPfmcwYIwp4eAQaILc75Jj2ssYf0NOWn1X1uxttkmUiFSCzGK/XBDDYGHALYvdIL5Q4AocUhLwaDMOl+VWkhMOkKc+vu5BUG3iweXwpWAKMhJwLTrLMtjqLsZMbl4Ut48G/+Xynxqb+5XhUqxrcfw97s8xwUc6J3WwFwKIsi6G3uo374MM9Z20vSmHkhyuAjzMA4hPiVel4wTWKpmBelJH5DGpPENWXbJUFJDXK6V3/Td6L5xH+wbPee8qz096vCUvFP/+k/xd/4G38D3/Zt31Zd/3N/7s/hH/yDf4C/+3f/Ln7+538eX/ziF/H93//9/5Z6WZeuVXhwYRbMstaSUEn2Xf0jM8N7Xlw/XQQ6dK26Jo9WTQk9QVWZlYt6cNDkoGDR0oCWRgAOilzQkEgMhiELRZL92CgfBBSeHXaxIyFwNRgspZ78rY/Cr7SFdH8xQ1hjiOZX112Dsq+yuPvUf++8rPVllYtbfA56rkLZTLM9zrM/6WV94DxLr4WgUvHZkC/yd9QzoMlVtUt/+vR2SUlcwTtw3UlPYLFoUPT9rCrROuNaFC7+zZ/X73CFJSIWj4gD/9SO1sHjZRUOa9JHJJhCWj4ptRYcQ6gXD9Hk9119RnHtVJmvq/JPHrl67zu0KCxXb/zC9ee1INTfIYWIcLHT6Lr1ufPOw8/NC6i14lV7VduZJgE4Ke91jUfXeAAexjCU4qpyVNxcngkc7W4DPDgHNkGm6VqpoxWnwGxA2nHBsjlfwmllEgcgD6kkeSnm55fsxJuxw9GaJLBEd6s78wAE4GjOcdW9hJv2ebhgIXS6gWdgohaRTnkUyHezIkooBecJgzVgjgx1YLo9cJx0sNafXu/MYvnfT5JU9mgNbscuCCmnS7UrKWy0oCih4nryLGFKoChI45LPkzfwIeHe1XiGq+ksCAnLp8bW97bF4BpMTuPoWkzeILlDItttckpPAuIziYAqvoPFcrs+ukIJMaNzp7SExfi5vCd+jgm5QnwAeR8SlhYboFhX+chbChRZgbncNAoeDVlQ4H/Es2KlHnko8mjcHq09wO0u5IxY0dYzM9w4CsMepfCyryEvBKfYh8hszOar7TOTf2p5RpNlCMpeg/jNPBIw23Cz95LbSn/3nQOeQWZF0HmPyr/1k+L29hZ/7I/9MfzkT/4kfuzHfixdv7q6wt/8m38Tf/tv/218z/d8DwDgp3/6p/HN3/zN+KVf+iX8vt/3+/5tdTmV7/xEg//rZw9p3ZkmCBRgeCecbZkhlQCMo8dmk/HRY3Bp6Q9brgelGLdHwsW2PmQe9Ad02qHTAUecloeegoeBDU4v2XzWIHrBAo6aat1bGHgoGDVi8hqTj6bOgCI1wzhaloJAIewFGWEw6Wd3geRvj5rIzDXs8ZdEVivlQYDRTVsw9I7r298Nq1U+R2hH5dmbaqskZGXo1FKrFHGhZC5cCL7L/bKc8a5XeJfQj3K+85yI4JJN2ppCAB/VLgMdBrQY4cnI2/cWk+7RWXF5cspAUwHUqxuwHSSoLPqUzjWXkaCWfbNWDhTT1tdD7IGEpGT/kPl78YWpPddj+S+57Gg43eWkdzITCUZW/LYzPC4RBPYxtsweiicIBk4tAJEbagi/oFHiYK2o4hviIV68lgzomwWcvM6BqMVNN0jNE+tz/aA5FblT11opa25NaS/nmJm1A655+OzW4Q9iISJ86tu3+H/+kzsA9X7zzmPYj2j7BiYwG11vwB6w1icmHCjpE6UlUpIizzFcMrffGOCsl73cNwApRqMJT24znSUCdj2jbQgPZv2+3TO2vbRtCn6yNUIbvCcMk8C/aiV7VpRHVMXtWQc4R0mrPwc+aBvG3rb43JMX8XXnb+OiEzcoB423N69g0jvsu+fSfrruX0av9vCqxYTMxBg4TEzBHaxevQyBUOXApA9OUAhbLXvGM3B9bFO8icyruAeVvBTHPceE/WhgvQlKL4PbqccLm2t0mhMkaVSISU4bl8bAoExnGDBugFVC2xRPcChdngjOc5UJenQabw2XOLjsfvkE53i5f1PiOgiwbFIbg2twZ3vEUzPCwE/Q6NWU+FcNlwK1LYvg6DhGUIoWv+FJaCMZMDHgJwAKCi4o3mQtkI0ZzcMonlHpSc7l3EFwIK8yNWGhaqQcNAtcr1UtjB9hVZfml4iQMSzznPtguSAK8TVsUO4FA5m7NrzrhiwGdBXF1HBoMGFzfILzu9ek7bOHcJtz4M0vAN0GGIawrhh+fxAmXyk05zvY/VGS3sW14BzccYTZdij3BTUmCRa0PQNttvJ9ON7vZlQAmqxaFZhBpMBagVQRW8eYR6ujiqljAF4t2ywEFPXR3326X19hedeWis9+9rP443/8j+NTn/oUXn31VQDA3/pbfwu/8Au/8I7a+bN/9s/ij/yRP4I//If/cHX9l3/5lzFNU3X9E5/4BL72a78Wv/iLv3iyvWEYcH19Xf29X+X//Rs2HSLi8xqzTETKlgVZrYM5mYFhcHBOBI9xcBiOPtSj5VqBEHmjHLRibJoJL5/dom+ye4vWXMG/ihQ/oacBijgJFJT+ZKOSUsltKLZlyCYC26hozUA2LVL+XP3Nel2WKGSX6d5UwZPNLRhxTuuSCfeS5lH1OwJrHxRM76rMFQLyb4Tfc0nvrOAKwcUX81FoZgoNc4SiLXusgzA5D96sFSDlhOT7FWoFxuR1eh/iNOBwrm7xUD/J9UgJCgh7gdRjETGZUD2UTQevtEAJx3wLpILWOhwfUaPPHrCjZM8GBHrQB3g8N2XIWF9bMuavRwWfVA4MDRULg0nB6Q5jdy7aJAIQfJ1L2EcFQKckUwztJ2guzPgBAQVKCTvPDGIHZQcQKK/BakEUSCori6Ncv4DgxKccFYuXGbRy6RqlexfPBarf5p+Blfpl/05oHGc7FGXSsvkzCYB7ssw8/X6X305aDgD/7L873qvgm0YLpQjbXYvNrg10rYjl4hwXl2llbtCz7FWj89+uZzzY+RRTabS48Ww64OE5o28lQPp8y+haOUMotBvbPtsSlMrxEHm5cRXfMTn54AuZthxvjOHLbXPq06bl4EIlN3zh9gFG32DiFiOL28td+1zVgUn1GNQZLJlM1MMDDVmhnqwSnXYsmn1RPMlZ2ChJ1jpaDesJh8kUGuxAp4JrqU0xiaWYToWgle95MuzS55wnIQhcIckZ2KX5FqYtQEp70f5PaAtKXOyzMJbRidvSPgkU8fQlvDE8xN71ePN4gWu7w9E1uLU9riYBnUDqUb5n9MJYa7iUJFfm0kOTh/YWDUZongQBKvYqLcaMopTOJx+TgnLQmBdeCNGyPN8UkYEmANMgCqPM9RR8SI5+IDA0O2j2ErDNomiT969ROsWKQJbnwMDB0CTJe6OiNJJPiDVOKaCnIwysCBM0oaMRBMb53ZfrudAGvHsgcxAtCjGTJPKeNdsecVNzyCCuWoOFB8pk854Zjnm+2m6NkalLpfkqlWg+rbkomKRnKKrma/UZdpLztyRO6Zke/sv/5v5+fQXlXQkVf+/v/T183/d9HzabDX71V38VQ5D2rq6u8Jf+0l965nY+85nP4Fd+5Vfw4z/+44vfXnvtNbRtiwcPHlTXX3rpJbz22msn2/zxH/9xXF5epr9XXnn/otyf3IiWSimCOiGREgBVwJDJmiHYiTFNjNJTpGQOc2G8cOHQNUDfMJ7bHNGZMiB79ixA0C3ILhj1Zcv1D7TyfK3cSgvrG+XUc4AsXKlwEK/evzr+qreLJ9X1qaiZ3U2esq2fuVDQHAlEY3QZkNbVzJ9Txhr7rIQIpAmfM2+84K7XhKFIdxTF5y/HPw+j36gBZ+qurhdM+d1wDc02aPF5SaiIBEM+IiQpk+MriFI7xAyyNiXbkxEDyjtBgJr75aaDa2VV8fp1AuB1A9tuq0FXn4rrChBBguUwm6+BbLoPcJnOntbQlQtTFcLA6oKNAlimB/fKtSeeSbO/d1zmi/HkU9aeuvyF7fsHQXiq/HbScu8ZV7demNmVmDcAYM9oe4O2N3U9TorF0Ja8/vXYOXFV6lpg0zF2/cwPvPjcNcCDM8bZhmfoTc9GP5e0QRjw8nsa24l2FUliPTN7vmOFG7uBRY4RW9kK4Xn1Ko5Kj8huehbhws3izco2PYRJn9zcdUgG7ZgCk0qwvl7Fy21KsF6slFHjn5lfYduTcqSYLQJL9mvVgKHhTzl6EMMG4ajqZ/l8NnhzfIg7v8Ot3eLJsMPe9rN6NW1wUJIYThVacgKIGD0dsFUHSJTH8cR5Lzl9qtxWYXJUsCRHVxzimYrhxOEcs4WHl7361PlnBQ/jxyBy5DnK879cA5p8UKz6WvlfKmWI0CqLTo2Z/ykynle9Mg34eBScZqKFoJDbVzkoGgAphXmsUY2842bW7KeU+dkSB1daz+e3rN27VpzDuuuDAh9ul9ffo/Ku3J9+7Md+DD/xEz+BP/En/gQ+85nPpOt/4A/8gcqF6b7yW7/1W/j0pz+Nf/gP/yH6fhns9m7Lj/7oj+KHfuiH0vfr6+v37TB65SUNlwL865TtsTjP8KOHMQStFbznlJUVAMbRYjg63Fwf0bbyu7WCIvLoUYfbPePlB5JB9DAq8KVB3wJ3k5j6ts2Ii/YotBUu+BkWpsyoScPa4qxdZOZu1EDc4Km1+OtKa3MSWN9DFc2Zb+CVtnhNYGDM92tdrzwa8zOyu0jZoF8hYPnz8vm5Zv4tiy/RHB8DuT0XWbXjfBFglIXzQYfDSMhN0TrEQfCYP7v8bFSwLED8j33KNlt66cu/EiQeWAgigD368QbajfDKQE0HKD+BlZGA6HJiwVDTUYSKObcSA1h8JlxpVcSXvQJzyoDkgVBakiahXlURgaR8k1Y12PcP4XQLCpquGGB+1DtMqoNhgUws23LQknUVFhO1iO5OjQ+5NKJmjgjOtKBgtXFEyV2qnH3SBpXQxmHOi7lhcAh4z6gpVAhR6d4olAWBLs3rU2JZ7hNQIluUkF7Cdfl2ql0/2xdAhrHNo1Wb83v79X6U305arhThlZcbfOHL0+o5DABtb7DdBaQcruPjIvSk88BkGeMoCifnZJ12HaHvFO4OhK4lWFki6LN36awwzrsR21ZQgG6GBk8O86BgqQcA29bhkIKu14TugNxHHGIUogeF7MCaZgplvNxa7DqPo1WYnEK5UzUxBtugUQ43Yw/rCS+FAO68HQiKHIgl43NJWhhUKF3qsZRnxn7QOFqN1ngYHfrvadYWcHuQd6hJ2t52PildopBXnhNGeYFyLbbF5BUeT5eY+AU0mPAyvogd9mAAb+IFPOHnwCPBkMPIDSRBrEdvxC1pcoTHhw1GJ9biaSIcrcaD7YTWcNXnm4PCl58Y9I2H9RI/0rceLz+c0BSWlUgbxJ2O4VjDcI6f1JjQ4yBAHW7E2d3rUG7E4ewlJDoTJrO7e1vOqqYIlmZeJGpbrgQkRYnkYch01uoWrtuBARi/DDSOsXkUPjOAI20w0EbWADx0GI9lhaOX/B19SExYKkZHr0V5V5waSXVIgGKLhgXpykMsSYYtPOkEPJKKaYCv/Qbg7gZoO9DNNfg3f2MxD9tv+xbwOOH4r38D/u4O7CzMR16Bfihufu6tN+Gvnkjl3Tnwka+FbzvAWbA2KZs1IZx73kHfPIYaD2mO3O4S08WL0MfbkFRGgwZxqyetYV79XFLgMQC+eE4SCzJLgLcOe3M4APvbevfvzkO9Yz6P2UM9eGEx1veqvCtLxb/8l/8S3/3d3724fnl5iSdPnjxTG7/8y7+M119/Hd/xHd8BYwyMMfj5n/95/LW/9tdgjMFLL72EcRwX7X35y1/Gyy+/fLLdrutwcXFR/b1f5Tt+T4Pv+vbsK1oeMvOYCWvlEBoHB2fl5Vrrcdhb+IBbfjx6jKPUGwaHL31pj3FkvPqmxu1RCM9b+w2ux01gJhVuxw43g/j4tTQlppaLY8LOZEcGBXSJmVks1ZV7HYtUblSOx1gumCWbQys/RWa5rHNq8SWD3UziKcWbkzcuejELsCuuRZqbBYRSA1QygplwzYts5/wEhghxWaAony41jRLtiU/vIQd1i3CxfC/SpxAzAU71G5UzVhMYnS5iZ0J2beOylrkfrmHcIGjgbkxoIBJMNwM+tINo7+cJfdyUA7K9TyPM7/0egSIm/CFKkKvpd1IZvpUUpnYLTwq32xcF15yUQBAGeFgRKHqAFCzaSuvFIAzYwJPBSD1i5lqGwqQ20t9oYg7arggpy6oJLgHFkFUTDsgw0uKwruYMeSXkOZjrgUUgyxaicG+p7p7N27IUwg1qXVw9D0Daaatq7NKtC3lDqMxEMgDq66Sevx3lt5OWA8D//H/yPC7P5L3PrQzaKDx68SJYpRHyUghUeCxlIl7PIlxE2ft4ZOwPHtaJp0W0Gngu3yPS57N2xHk3wiiG0YwHmxGXmxGKuLJUAyJQNJqxbZbMYSxyX7INhGsCLYtAT7o2r7TLrcN5L1bZbTPTjgPYthbWa7x93GHyGgz5XK5VhQkGFqNvYDnvJwZhYkEEOlqdY11Dvp1Y7kaFg5WYqcFqjFaJ0Obqd3N3kKcRYvA84Thm9cpxojqJoCdYzxi5xZNJIGGZgTfHRxi4g4fBgB6fx+/CiBZv4Xm8iRdh0cCywcFv4FjDIyTqsy08A2/c7TA4A4ac1UpLH964NpiKVzNawutXEmh+N2iMViDi744Kv/VGm+N/C/CV/aAwTJIAMCqgFBy2uBO3IO9wef0qjD1Cs0e/fwsl5TDHa7TDNcx4V8GAgz3MeIc0CSslWV5pBi+rDGx/IbRSGTil0xMZgNNtUpKMqoODxkAbHNVZoK+iEHPQ8EzY+204DxVGrnmWicUy5Lmgwcj2dWIf4HQDVCu8WGwIuNu9OIP7jjROC9NtGtDDR6AXXqrq6Jc/Ct330Odn2H3rvwNqW6gXXoJ+4UVQ04DaFuYjH4V+4UWJz/j4N0nyOaXATRus2gpoN+B2I8/TDdyDF+FDoLRve0wPXga0BvcbiUXUBrw5A7Y7cNPCvfhKotd8+Qi8uxAUQm2A7RnYtBK8u9nJeGQAwO5MrmsN9DnZJEwLnD+3+q7fi/KuLBUvv/wyPve5z+HjH/94df0XfuEX8PVf//XP1Mb3fu/34td+7deqa3/yT/5JfOITn8CP/MiP4JVXXkHTNPi5n/s5/MAP/AAAEWY+//nP41Of+tS76fZ7XogI/+P/3hZ/6N/v8Cv/csTf/68FUo8U0HYlBKFoscbRwU4Ow1FiLOTAWVo3YmEWwaPr8wHfLYL2CbdThwfdAVSiiqX/B01sCnQKrHl0x0JmnomAhj0G7jBxYPgClVAIyEGkoELivHyclkxT/j9TSafKX+P8AYpFuzs3UAobz6g4nqjQTdfDWBgwVPahfCYXVpKsfaXUXNDUUXgXoY6iKBjmuak/r8kYEUJ2LsYUwlToC5EEUFZ35+GkWah+Qw2dG681WtC7DBxIFRocAjq+Q+tHsJ/gQYIdHop2OYkRAVBuDJlGqdJGKXZg69KkJWbcL92KUMzZslAFT0tJsCCM3Rm87tL8szJgIgyqDQdZORGCJ2+p8FlVChN3oqViJcIxhUDsGTPNIEzUoMOU9158MUoCqb1uJYUUczpQEedg9sLq0RbrfCUpXhJ1g1m+vIvj/K0IKmvPqNYVivVMgp5Ty9grQtDMKlW1GPoR96W9ehO/08vHXmrwv/tffASf/+KEn/4HV3j1DQlo3WwbnJ33BZSk0AuBiiVMU9CgAydpOQBME6NNcpHEyolhrnyfohg468bFq3qwGVJyt67xkuRShUSkXmIfzpVDwAhJa6JRDkZxzH0YaBtgmdBohZ6F0WYinPcSm3DWumrJnLUOjh0Qnpkt4LmTo2/w5f0FGiU+/vLss0i1BOYaopEmlqSog2swOgNFYu1lSLD44AiuzLXDjNEqDKMIBMMYGFufFWh1/IrC3ZEDfC9gjzlhqPOAIo1GExT1uHNbKPiZ8k368pv4eMpwDcRnMcp35ljjrTsRNPL7isHwjLtR4fNvtOga2WPDNI8LzG2NlvCbX27R92LFbrW858kBXSPwuGFG0CBr85vpAFXk0jBuxO7mNXgiKDdBuymcyQRzvAlWaYC8WJLgXZU4LfbIl/FfgMShkQRnu6bI6AiAlYEjDUcGh04Suil2YKiQcZxxRA0PK7yJxsH3iGAmAOBhcGRxQ4vRi0BUgdRnqweh5eNsJnNxTY/ri6/B9vAW2ukgi18bifsLfSAA+mu+Dvz8i8DhTqxcweePiMBaY/vNn4C6uFjscfXcI7H+FHOR6HxxLf7OAOxzH5GA/mA1Eheyoi7FHezB23PYV74JNA6S0btoK51PUTnWbxF8L7MrVRSieslSD63Br3/+fRMs3pVQ8af/9J/Gpz/9afzUT/0UiAhf/OIX8Yu/+Iv44R/+YfzFv/gXn6mN8/NzfMu3fEt1bbfb4dGjR+n6n/pTfwo/9EM/hOeeew4XFxf4wR/8QXzqU5/6qkB+KstLz2l89PmSAK4fLt6FTKiQDKkrXOmisGccjx6bPvjy8ZzvkCBuy5IMaGlSDoXS/zJjCAZYVUgCRByIUxu2K4fNHoyVKRtv7TSxGgOAzKqcYjNPXS86ndrn1NIy0VP8jau7w1XO6B739SZq/8vv84fw7Lc5iZv3++llvYXV558ohOwSVY5TwUGTZINVLGbm+9vBSaEg/xa7vfRTfXpU/MqAgstPzKQ9R5iKAkUUB+M7dTH4s6xLJNosZGb41BR60nCkw1pXiGJsRbBRLIiQsAiYo2q8k3dd3HXfXN3rk5tX74lVc8+9T+lT9WV2/7to74NY+lbhmz7eYbvRAdYVkqNiJT6itGbw6W1clYj4qPX675oczhrJpRCtmLEQgE5bHJ1BZ4Rxt160w0YHYdpr5LQYsp6N5hSDBQq5molgmDF5ERDEtYYAYrRquQSJENqdr9t64AyF0auQN0BcVrQSBYUL2mcJyo7KFzlfyqSg0R2IC3rLvoBj5pDoE0gCVfwc9CHJxdh5ATIBU3JVlj4w7gaNTetAZERltvL+JrRPfa0ioN2Ty0e4eQwTpWffV45WoQl9HWxMzOhhFGNyGr0eRbBbqPXmj2VoZxfuTQQEhKviGs+VI4EiFpaJijYGq/HyoXJPpNslxDdDiaaxWDMxQL+OYMkl57bPFvnFI5lheISjAIIS0bpmyUije6+MMyQntWMd+dL1Eggdk8ilYRH0brugg1FooKZZzl+AZ19bP163knQwIBWKm+DcfYxECccM6Aa8aaCHu9U5qEoTELnSWR43cRhpxJd+n8q7Eir+wl/4C/De43u/93ux3+/x3d/93ei6Dj/8wz+MH/zBH3zPOvdX/spfgVIKP/ADP1Alv/tqLL/naxs8d6Hw5MYL+oTzIlVSDgIajhOYGW1AEKDAtERrRe0yheCFQPjSaxN2W4WXXmywHwgPGk7a7ovuiM54WDR4Yg3O1B6tthUDHr2qRbEqG7CUpCff5MULRk8DHDQMZfOr9QoOGhoEzz4EopXCSGT8A+tX8p+5VnElfy5dtdI9nIUH7yNxiQRGwuTiXNVCQuICC60HgRghf0O2NoTpEC0j1z0rD9U8lhDOx16eTxkud96LQvxY+SxWKgVeENN5XEv5fKJ4H5KlRXAgRJtllE9+0g0PaEm0H8fmDJ29RRtiGGJPnO5Sxtv0Rirt9XIkqx2NpbDMrQonhAyfR3m+WCloN8LqJu8FCFFW7MRNrMiT4D0lxJLULBCgeqm4GqCTOSKYIVmjvDYY9AWUn2BiQij2kiU8LU15AWo6QAeXAYYL5n5dzUsQN6qS3aXKGY7ScREfVM4UFXWTtSD/mMZGBGZf318m/EuL5x5BcvYO7+OLzeWLp9v5HVj+0Hdu8a+/IGhTx8OEflO76hEh5CMqlByR/hFhzQLd96L4udkDuw0DRmIpY+z/xgx45fxJARWqsHc5eHerjzgzDjfTFptG1qPzBM86vfb9pHE35oRyfTOl2IIyAdvk5aJREgcSCU2kso6VgByodWY7zoGaLZq47BzkPDGQ89AUgsrkM9KYPJ8RY8wYOVzLBTQ8ZjESxgdpxTiOSAq66NpkbSItaAySlcI5+V4q40ZLOIwtCIwXL0ZsO7eg+RQe6X2h9A3UvqTN1kc0HkaEEo5tWSfoUxFZK64L53xRd3n+W8cpSaJRHo/OJ2gFHH0POxi8tHmc5oMZmJotnDIpFkzogQKZALntLJQdgkRbTEa0UgSkIKYIh63hTWEJZo+ItEcArOnAWlfKm0ibCOLaGROQJjoPAsGBUe8ly/l76QoXre0KHi2J5c6xquoDwJm/RucPM64CmFQHFyFv2aOZpA6UFphd08q499eCOhgYcYrKrZnLNXUbeVdcxxD6ps8CTBiAMx18SPio3Igo4Me2xvZM4i1CfdINuuOT3CbpnLmcQ9xLsGgoO2ZOgihn2y7dZxPy00ohBXrp4+u/vQflK8qoPY4jPve5z+H29haf/OQncXZ29vSbfpvL+5WFda28fe3xd/4fe7z6hsWbVwxtFJRW8N5jHCy8Y3jnoZWCaZQQLMdQWokQyRT5BRij0HYmwdQCwPOPDM7ONDrjcbljnPUTztvSTC6v8oG5TgeTHBKZqRIzaB3QyiBYkuwVmi0cNZL1dHaaTN4EJk3My4KvnUtizIWizXW/WGNZSmaei2slcS7hAWNthZywKTLShNhlXrXY6JCED1gMbdaXLLyk3yptDYNCPogS9A8oNSvhM9cCUSzWawwuaoHkt6hxS5rzSM/T6BlNcCEom1Pw6PVYZYrtcVgMbjc8Fs18zBDtHfTMbE5F/XyvX/7urMRUnCrp/nhSC6Fmk7OuRsEBWlydnGrhml6sCErcorxSGJolXYmuBpEIuyLhlDAn5Zx7cQ0DQ8HC8FQhoBg3QAdseuUttBtB7AR217skeKWhAfCqDl6X/B+cLICckjlJm/O5ERe+YsNUZu9YqLLcpDFVgl+e3+q34lkL4S5dz62WAtpaUf0OZ5/8/Sd+XS8flIzap8pnf/WAf/hP9nBkZG0GS3OED1+zRmcDF6XJJAL6TqGP1uYgeFyeiRVh2zGM9vj6yzdDMLXcxyy+5JM3aNWEVll4KIFwDb/LPqj7cX1s4VhhYyYoheCHXi8bhsBPx2Uw2kzJyhWnKLsN1QqWp62YfH+MIVOElE+hZIgBcbmyXmGyInBErT5AsIk/iveIq9TxBCBZFCwiPO84MbQWNC0ZqzD5bRPfBfCxh0NwG2M0OsfHGM04jBpaAa0J7lueEoS79YTJibA4hTwNsQyTuDN5Txgtwzlpd5o4eawwCMZk4chaQQi72MWxEB6dj2g1V+f8Vh/xfH8NYgcNC8UO7XSH3f7NBD5RvR1mkB1B3gpNiVaGwHCTc/DdBiIWA77Z5sks6gGCwsemDbmuVOIvGEHZQ8JhjGYLF8AtotVNYmmKeK1wPo6+zP2Q83MAouSMXZH6gham2GPrr7HzN6urkAGMqodih/74BMaNIuQQVfMCN0mQNEjiTQIkJwW4XIAAY0DR2uEdEME4tBG3sQC9DqXhtYHrC/rEDPKTzC1pTM0uxVSURdkRxu7F0hIylZfzTgDM4SrkfCokYO+g7CjSMwIvMsvOPS/Nt/0h6I9+w7115uVZ6e9XlPyubVt88pOf/Eqa+B1VnrtQ+E++/wxfftvhf/WT17CTByYPa4sXzIBzHq60xcJBGQUTALWVJmy2y0V3ODCaBhgGhePIuPjonFkIzCkIZchUefatsfkERsvZ194uXDyi5qbQmRaa1nxN/pXgw1Nwest7So2t9Dj0lE8fXB4ETZzgaU87WBVjCC3dp3nLY1oFois+yqkSYz9iTIdGnpeoS59njs1zWQsbSmExZp8YZHl+u0hyKO2omdtTqbWJg/NKQ/mgU2cHYw+BCdKBeM4mI3U2amH87No9QkVptVj9HPrHXiD7TCuM/XTEcfdi0nKdSgsnsz5Hikoi36y2goWC5gk9xvonDgIAu3TgKB8C0QGBCAQWe0Y+qCwYqZiED9UhEAWv+btYmKGqOUudK+5cETqI6t9XF/bpfTHfM/exh/64v+fX35nlu/69Db7r39vgZz474Vd+fQZleaL4oDY3JkPObjYKTZNhxSNt23bC7DIIu3aCUbP3QYyeRmz0kBh+X7iPrEJQMHDejekZgi6HWbulciR+Uid3Gp1yqX2WkjQi0o8yaV3sS6w32uweFZ+dvxd0g+iZEGasQxBICN5ma0FdZJ4eH9pkySnj1gAEYQgh9sMvzhAisUjMd1Rj5Pmjz1v95tbn80ETtGZM02zmGZXA2iysRTGfB8CkYVlh5x6jdwe4bgd4j2Za7ldWCsSBoWYnNJzCHOQkRlijJSKIGHjT5PMg1GeqYzFcoN2tH3BUCpZyHEUpUMQmMhR5XgwLMld81iFvxdn0BMaPJ+kWAejcAc10kPVnOlC0SlcNGgmkRthZwx7KOwm+ZhbEq1hEowCEZI5xNwIQFzJn4bstqkIE1i28EpCRUwyINy1G3cDY4z2KPrGkVIU55KU4dVrOJ0bB374NjXcmVDxreWah4vu///ufudGf+ZmfeVed+aCX273Hz/6jW/zWaxOm0cE0Jpk1nfPw1p/OaVG6m/h1eFpt8qYDCIdBYdeUTURzoaCOTCwaq62+qxh2xQ46MJGedMhiLPdrdmjAmHRbLX5p14HgMXkDy/MDYDmcBJcajr84bM/5cInm5Ny7+LxswiiuVp+EARethlQ9taXq47dUDM/7nAKFcY+PbNGVnJt8/bmZ7MyINJLBPP1WzWWwvytiOFaLOvWh56rjzM8ZBPboh2s0Vg4aYh+05wrwUzKtcnmYzF/sCvM7PwrmI1/+xusDCJ+dMpiaTfAtVSFhXe36lFui5edoSq7WVO5NDMOf9zeasx0UnNli0r0cykrM+9oe0Y4zbVgy64eVFQWuQgATgSI+e/7cKFBwnhfOwXWlhzOX7d4j6K6DPlBVp+xLGXRK1UpcFmrfO9jvD0r5F79p8Y9/bcIbV8L4aRPeDXOwWjCMWVosohdCfB9Lg16g08Ux8GLzFjhZFEo6l8EjNBwkl7CBIXFlHLgPjK68Y4GQLvYniZ6YV6wDESjiblQYLWHbMCYvSESKGI1maCOVJ0cYJqF0RjE649MStj67A0Wo62gt8CB4K5mRPatkWZ6TmQiMsT8qTA7o2zhP2UUo9t86YJyCa3icp9WFyzjfeBxGwmSrE6CY41KFIwhaRok7qfU5u7h12dWnesI98hYFYSSWcRJkR4qMPK/vuO0mn+WAvA8qLFi9OuJhdw0FC2ZA8wSvDEbdo7GHmtEt+7PWWe8kASpRTXHWDsnUcKEQKapUxxeC+xEMyt7kuMe8Fmu/CaChMZy/p888AtcxE7PCIAxmA0cGWvfo7CElfG2mvSiwEOY5PICZRcDod2BrocZ94DMCM88syf50k4Ki0pjZi8CkNbQd4L0XNyXnwNrA9mcwx1vYnYEZ9zCDWEZs08GMexAzpv4ctt2hvf4y7Pnz1VxSnABS4AJEBcwCJXt9JTGJ1gJagRIKFJbvkj1o+/5Zep9ZqLi8vEyfmRk/+7M/i8vLS3znd34nAIGIffLkyTsSPn4nlXFi/KWfehtfesMmH09nR7R9A/YMOwYm3nPSWiUmgOS6cw5aa8lVMXlxkYIcMk1D2PSUvrcN8PZti/N+Qt9E7QdhfyRc7ghH7pKPueUGDVkAchA2PvvWG/awXnz7TTBjNrDo/B6D3lUaVQpEodMTnNPwfg1glsBMsJyZoKTBDaeAmOMjs5U/RyJSKnCVkvt8omjRdClj1qpwzaGaQY/7KCU2KvfVfJ9xPjLkSdFLvmTBys8Ruu5+LV7UxJT95zAVCj5Bz5bzJ0Rbauow/hjIOHqNVrliLhidEtOqwOBK7IuFlvfpPc4Ob0JHjU5yufEgb6FinAUDFJn3zHVk7iAS1fLlBAzuuegUZ4RVSByktGh+AFDE745vKlhQvDKY2jMwgqUgLB8NwLkRXrfpnfmCQYqzhpD8as5CR/EiHkIjOnQ8pOdLwicHF6BqwSxgBO0uHTYuaJn64xPRxOkGniIzSVnCjXPDnMYbVkHdqzQQV1+Hh1jASEztHA7gCOtWmfXi5yyaRkFn7V0sRIvyfpI9e59gYd5HCMKvxvJrv2HxU//3YzVvDRhKEazNM+kcw5hlDIVzPimP2HsYo4NHgtz73EWmVx/bvImHzS3YMe70ZVof2ls0aoCHTnTGYEQXXVcI8DTJug+v05DFxCGfSui8gg/oO3n5jCHvBDPQKODICvspj0uYag2jLDwTbodMp2yg+632mHwWrjnQuSgWR1cvDwLHs4IB0py2DAAcRoVWM273hOMkbXnP2PYUaHyMqRCvjkPh9rTKPId57RvG5dZj1wFffmLCuRzmUefPfSu086KzgpJF4qakFScBTRuHwQn0qa5yCkWhinC9F7eluL2HSfgCiZEQpSNzjolbC9o/24bkiMbhMIqt+8ne4NG5wMX3asTLm7dSfaUAQT8n6AgdTgSnW2g3ZjpABFS5GkIH7JQn0o4CNwqA/BSgtbOrUHKUpHwGR1D1+B4ciRvQoLfwFPMeMaLngoZLKFtx/ibfpHeh4NAoD4bDxBIbNHIj8YHp0BYBe9Q9tBuhUaPseQCH9iKAecg+cqZLweiDbtEdn4hgQSoLp9ElSWlBstIaen+N2lXVA3YAqKuQDBkAQrA2MUOH+BVyI8iNaKcjGMB2OkKnM9fDHK9SG2a8gyMFPRxEGD9/lN5n1Ey4ZhOCtcNcOAt6+3Xxmyu0F6wNqN/INWeBpi3OHQ/18CN4v8ozCxU//dM/nT7/yI/8CP7oH/2j+Imf+AnosCOcc/gzf+bP/Lb4un41ln/x/x3x6uu1fVUEW4tpql1LpsnlLNuUtTHT6OCUhwloI85F7YQQt7u9x8NLhb6TAG6lgS9e7bDrLDQxjlYyjnbaYdNljHyD2C9C62cJx5jFJ3OGZd/zEcZajKrFFOIr8j1Aq2wI1gYqks4ZKzyXfLgkDnbl9+LxtSZeIREERR4U9oYiV9WVFpbuQTVwy4K9ym2UgggzEN2IEtOIREwVZYFiodCZCSuKIIxrFJogQeOOKDCuMwa5aIdZNIOKJZCw0xM0CUyfJgdDDkoBDabg9iRE3odvW3sNU8DIZg2TWiaf87aYTEbyevCxX1QIGaEtagCWZEPC1JbSIIlQ0bRwIbEcR20LKRE6AnNuTZ+bjNiX4TmtH+HZYVB9EMLmbG92VYvKsyL9I/KaEMFiCshmEV0jwibKIymb44sXadszODsAisSv1tl0uEbhSA4eH9BWoohTv9m67ro9JfZFnl/vy3W/gOVz0r9EQeaioBjglfuBqAGb9ymW6cmXsfm6//9xdf2vflX2TEkppsnDmFqR4j1jmhy0VmgaIDLqgEyvMcALjzS2vTCZzITWiBvrg+6Ij3Zv4LwRmMve79H4AVYJNHLjB3hlMJgNkvBHOgn3PgqgyM9jFgSpKVqCw9kibnwEyxrW5UzGREBr/n/s/UnMbVt2Fgp+Y8651trFX5xzbh112A6HDQ+wMQ3STykgJZQglImykcoOjbShmZKtQHaHBiAaNMBGQgkyEkJpiaZBCQ1wBxuRkQUp5Hh+PCBsbEc4ilude4q/2NVac46RjTHLtfd/7rk3TqQi4t55de6/99przWrNOeYovyEwo/a9LYLNmBQNaNbL3isz1ubzqNhPml9LxcBH9f3BG0yBENhgKwH7qcxtYMLtTuAifsjko3Bxh8elszH9DdS6e74IWA7aj94An3hpwn7UwPRlHzAFA0OCRac+80EAZwoNSYJSbVFxhjEFqxm7i/4ALISrDeHxtfa5j25P+zG6TgXG/lA6zqLn2dAT1usyQ4tegXsIKgytBsHk1WqkwlXA/eEqv7dcHzkY3jXofmI7eFIAjDyAiHaUX2iM9UpVmekABI8wLCE25eqRrE4DUY51Ky5xUUlmHDjSdhbSmDOUecyrgQArHgwLLy4rHzNdirR/YUd04hHEwhDDiFcrmGjCPCJNKjraAS5ZHdLpnGPydNxOpkJ347WpPwOHEWxszB4+i3wkUiEjvqt8OY0p+AJ1TpQFjAai3FrARwiXiJqZoGOVrTtezJYDiBn9ozfBmytIN2hsRwiQYQk67ED7jebDCAG03ei5OrdC3d5ADgeg72OuqVD8qwODv/27MD/6p47afxHlQ8VU/LN/9s/w5S9/OQsUAGCtxZe+9CX89E//NP7e3/t7L6yD3y9lnOTk9TZ2or1ujIGxhZAB0Se3Msf5SV2m2BA2tx6X5wamxu0HYTu2aAjX4wJDr6Y7FprB0sxiKiJ1FCSo2FIcPASEiWbY0u9TEt54y1y3hOWucsLLJn7WY1BhA+ekCtX3mtE/xmSatYZGyDjBryUEikgFygEOwfv7GpdDdt5bQ4xyaJU+i5xGkUrj7kyI7YYcmF23ZuqYCyENTgPaiT3Rw/y59cFSohp70cxWZvwBmAq9I2GaRzSNlMyOrCbIKo1ZNdemluOCSe1UswJA3fKU0T6FlpU07NUaq4aS0dSgAf6a2TUx65qiy8kU27x7cXq3gInWPJA5tlKJRMtHcoWaza603Mjplqq1kL6fckVo7k5NnBYuWoXAs0aYdtAJoftZQfk/gGU86X/fUItcilW1jpvQYq3GVxDFHENRcBURLN2EtSsgAATAIcCxuimq1lMtaZIjtN4nmoCUqc75ZpD6BrBobhxBypGEyhXpmEYpdGuslhrkcYhogPJgjteKnPhU8lpov0SA/VTogWrl28IM7CtEpxCTxOaBVsVVGat7J9H6UH63BjhfMHrH8Z7QJhGUgEPQYGFLDBYHgWSGPsWcUCSIIaggYkiFhH0ks/sDsNuXrTgFKTGzguz+xHEdOBsVGUaiUFqe7ay6oKWHO+OLq299Ts7mOhdjIWJjXiEpsFqn6ESiSxwgUpKQnqzdHNvnuYb+TsS3aqe+P82jZlk/FmQFSTjmPF4AitCEvGCzcMHUsrEHGiLvAzCfjhVSIcgqPWeOwvosrjDmYjpJf6WaS2HgLnfpSDAyLX+OIkHVj3a/AfYFQlb2tyociACHvVpCnhHoJeMBEAb1AyQEYBwBY/Qs9ncQuBdQPpRQ4b3HV7/6VXzxi19srn/1q18Ff8QOn1R+9LMdOqfIDqACDwc0AnIuYQrw4rFYD0emc2bBbjvi6cObSIQI60vVVr33cIuXXurwhR85BxOyJkdpgjbwZLfA7djjcqUIBT0dsLIHJcymg+GS9Eyg17zpcmK09uAkkHg91BJzRoAPxz7eYzAxgExrMKLJnWpIWEMMnNijbdHny7zUQoTEejS+oz5kKVoQMn1Ea2avD0/KDkmtd37dPo6ul88mZ0MolhB9D6VNLzbiqFOVqVx9iwUGhgqsYHq+ZqTrMVPs/4HVla2zakVJc8mwcFSI4uJwjfX4RC08IrG/SThQLQ+MgZxKYJc6U/WErQboiTBCf5YPFgEAY0H+oOveRThLDjB+ylYeYZ/9rdPLEBGFzSODjg8IU8BhUF/QQLaYz0URlCYMWRuXDuYJXVkDkhC50lyqxYYkxIlstchJFGGkIGvFXrdksZJNYbPiQ1O/BgUPxwclzGHK70b7OMWDr8xzY5VgjwT7Uq8wqv4K1Qd2cucqblGnVqhQcSGs9/X8W7J8ND659fuO0nNJzFeetx8x96c/+nmLbz1sz7K+N1ivezALtlufg7LTbwCOaHnfGYy6THIm6OXAOFswHu7O8Wi3xufXb+Jev0WAyfsUSMwXY+F3UZwQeHK4di9VQmm7IpL4bMAIFdSsCDAFiyAW+4mw92rxI6i2nqW1eAQGdoeS8TuhVCnt198JanVJz8xpVkrMB6hAk4OZq7kQ0fNBrTipLoVcvdkUIaLrVDBgJiwWpjkbrCkxGL2L6E1CEC7IVQDBZFdZqZQvasm/7K7xntzHWb/PyQGDFCFx5ztspgHOMh7ddNgmIUgET65ZvUxmFom+pzwbRITtZsrITwCw3QBPnxJef61D1xn0kRtjAFNQGF4idQl6dfkUg/UoYff13mZ1VWpWAlQDLwyEAHvY5HwVAgKci/kknGrkKZ5mtstWzfRisxLJWFgEMDOESs6HYiVOZzMw8BYT9WDTVb4Dsc8k2YWu5h9SfGJAjy13GGgPZxLUL+FASxgJcOLLmVfn6hDggAEPw6s4k1s8Hu9BYNDZPZa0Ly0R4cZcYqIBF/49DOYAP6zR768z1aP9BvbpQ2SKayOMeFp3kzLsMBbEAWIn8OqiZsbyvzx/VPiaeAqj4S1EgP0OuH4KWZ/ldSOxnvDeQ9BiCd5s1N0JAPU97Pl5bjPHcY0jZBeD9e8/gNzeljN9fYb+9c/hu1WeB0ThqPzMz/wM/upf/av45V/+ZXz5y1/Gl7/8ZfzSL/0S/tpf+2v4mZ/5mRfdx++Lsj8IDnsfpewol1ZEkqoF5SeP4AM4MMbdqJKsSM5tISJ4/O51PrSG1dAIJI8eTfjWt3cIrJqRtH61TdUCnC9Dtg483D/ANix009ECE/WZIfTU4WDUEsGzY8pnn8iZZiPuG4pjFInQetzle5Wp14RDNQuTrBjVnov/Ujt1W0U4qxO7EUJmHlNGcAJnXPJUTJz7SJOqkZUcFqdlm6IdSm3qYc/5s0IKzq0+rSbCkWoVpgaXm2JSrZbta+tIbRYhpX5+kk4PzUzyBEFstnI5v8fZ+CQ/Z2Zk3SASO1Pel1ZTXsj8TaTYizCc5UkusKmA2L7A4AEAmRY2z1TkP/p3awB2acWIR+d3ETyghWwN8btPAoAAHrP+Q5mgWqAAmreJEb3OW1wUCeqQ4ZCsF8H02FNBA5GkKhWB4+LQnfovAEwYi4Ui9UYSFqYKFLoE23dRswan0HxykXBSzK0FkFJPW45qpGNNI2pG4ugpgoTvnmbre7FMgRpXp64zWK10HxMBq5XLnxcLGw//wjSLqIWi61S5mJhoZwVniyJ4MAh/sPkExmAxuoX6pCOyitGdBEDe6U481v4pEo6/uraWt24zmIYte0GAKRiMwWEKhL2vM0QD29EhekVkKNX9SKhkpujOQxEWNY4ThM2hWD0QayUSjU2o5pOArPUPDOxiVunAwGavz99uJLYvuN3WVglgmoDDqPcfDpVAYIHzmJOMSOc5ud+yGLAoJVjZfdR6Kxzrg+4agKCjCZedQrBf9LtGsHIVnV7YCUs34XZvsR3LuhAA52cq5NQCBQCMYwRoiULoNCW+oBqXF7zzcAJA+SwHgNu9iYKP4KXFNXpTXJjnJ4IIgalAb6fqg9HYGnPYztD9RL8bB3RDI1CcKoRoJciodlGQgdKsYFwWKOrSyRifOe5vUpIBCcxCjlC3DrLIYAKT9GAx2MkCIzrlL8jigEF3ggB7LPAevwIWg0fj/TxP3w6fwpZXmSfZ0Bkms8CSb9GL0nMxDlO/1r76Cfbpu2goaQg5ZkG8j1Knz/NKwYN2ty1TM6WM3RWbTVQQGvY7/Vffv93q2bzdqAVFBAgB4fEjgBl8fZ0FCgCQcUTYqvDAk8adsPdFoAD0mWrRyeYWvLk5+a5fRPlQloq///f/Pl5//XX80i/9Et566y0AwBtvvIFf+IVfwF//63/9hXbw+6V87dujJuuJi8x1ttFYSVRDj/uxWat+CvBTm1OADDX5KewJhJGHD0eszgYMvQosQw+sF6r1tjkJmhaGwTv7B1i6A14dHmN0K4wSXZoiM5H8dBPDxbb4RJ7KnJn8djkiE+lBUwhLPjQFs74nol/QLRDZudbKqB80H0WexQq/Gs31eWldpwrrdsykN0/FvnBG/aj7pPERM00iHT9ft1+jruTeShQeZnQ4GWUM5v2f91OtHZaiFkQYF/wYXfQdtX5fVX1ivHFQNO3a344YyzKq8txMD5GlMzp5XVDNP9m6skp7U9oxYYL01E48pdgFgYpILouS8wkUyVlZ4v+5ef+AwYQBBhNSyqpT/Z/sAhMGLMImu0bRXMNPikxF7KNf7ok5Y1+0XZivhPZ+gUChHt3Rb0CkIelAajcLsvDfmuWgqCQ4Hme0fOS6IMfvsCphe33nbz+I5WtvA11n4ZyBc9SgPKU4hb436LoZ0EK1fcZRcCOCB/eLZr1zxyKfgPBOeAWf6B7hYDWgcvCbyr2ufWaQA4bpIa7cfQgt0CO0ClIIQgrWFsm5HwBFNGoJj47ldpsANLQ9deVq+zl5qeZArwY2uN0DZ4sAGxU4ho7hdxPTH5QgYNUL3rtGRGVS6zwLsNmq4u2Uw0OaWx8AvxPcvyCcNUmO05lTchctrccbq0dwhtutIYKVeTe7awYxmc7U7RWKDjgTcJjagSUXJj4mmxARHA6Cw74azIktNo5xzCDsDsBrlxM+dW+T+7C0JRfVsUhBUBS/gI4V0KKmDWJsUWhUTwgLxFV0lgjH9KQaC6BWb4rnnjCC0biLBjkqrY/c1rFQAUQXPSmoX8dFnznIojrHBAyLnayxQ3mZIprPJeVsmZ8LAQ7f5E+jNx4X7jbzDV2lIAIAdgMObsDi0TdOn5njQd2N8h5oY/+MHyG3I3hYIQHwxAPwuC5mrY8DZL/LI5bYOWIGthuEzSYLc8liMS+82SA8vSozZw0oIo/q/p6fzQb89teBT3/hqK4XUT6UUGGMwS/+4i/iF3/xF3F9rYfNRzVAO5Xz1dzXW45eJhnFLudQfhMRzbydPluTcy+UyvSgqOuzluAn1Xw5R9ldGzjGAk/FUNQHSCh1MRc/8dzR2YNzBgbKLFtSYvgsNh2gU49XjZwiKNVdFTE1lT+pjuUUY//+5VinUv8SLSsxODmjdAGReOp/+fhtxtaOJcqRd3bCEkdUJ5Pvx8nxPIPRR2S2yVS3nWRvT9Q5A19NlrXUYtZo671EAPmDWiRqhvTUC6jqSiVYDUBVrVi0DAjrQQgBccDYrY81cdCDofQFKEbWSnyqxp8+cnT3MRkZrEbxer+1IBGGMF6hPDNtoRN1xS8fcGmWGmYdO2q1Orzzb60EnH2ps6XlxPP58+ywms8L3aHF/EEtZ8s4fjpxKENp9TBYMAOLQdH5mAHvBYuIWjSOjItzA2cK08l8x3aBwa1fYmV3kf4fAyO397fIc/m1R4ZqYUbs2UFgm9dr7qhwd4hj6tGeTY1AnlCujp+vL92FmJ4oQmC1ehAVBxBjNOnbOKX2309RdIpfK/PFomAYQsD1tMbS7jHFpIE9HRTqVATOxEBt2PfNQ+JPoR2KxnosB533/b5+J9ob5xR0xVpFtSIDDIMKo9PECKEdq6l4VR2nvsD8+RTNvksgiIwBgwoMarJSfMCDsxZxJQVDC+CpV9AKYQgZMIzChAjBoz862FgIk7jskKu8D4FOxOe07RMsQkx02p6ZliIClBgQAf4oxkGJsVRrmEk3Zs6QnRQz5kR8RLUmhUgT3sUOzDmZo3dx4oykam/l508JDSLl+gmBQuqNHYmM8kfP4K9EQIv18fUXVL6j5HfAx8JEKl/8XI/zFeF6w5EYzBZRlFxd32E6FASAFGhDBJioNTHWgEPI6yH4ANe3r+rsPPr27gjLhcYWpAMrCGE3Epa9ZK24IcFgRxy4x8oUk1uXkoGJEoqEAJPQCiCCjkZMGJrNMbGFJYG1AWOEpC0QrPNSM6D19WPGM2vxE8Gh5NpUksrND8Ya07va2kd9uZuBrPupd+l4uIGj1b6lA5/LE1Kezu2QCieKUlECLfVefecpK/h0wpox73hhGqKAhWICdTTBo0MH1bwE06GLupyKbKfJQoLIE+MUOrAaPRDlqTo3RLWWTRgB9ghuCSJWn9z60Kg+U4IrjHWy6xXa0mggkIBygB8AiCN4MxSRTQRMhAkFHrmZlBNzJjhegQwLSMiChcQ5oWpmilhQ/lgEsDq7gaCoYwJqY0PiXmFjYcKEppzUwJ0oAhQ9AOnegzk6jE/VmQWdLEXFdVkFHRqJ0JiZSylxIEW9ffrwSaW798rzjeUHpPyJHzL4vW/rHCpsbMtQdp0qiPoOWC5sPtxT0K1OtUHf6XXN/iw5dqB+pTZaT2/5DHtZ4IF7Am8s+nlW3Go9jGahdB0+7g21NKT4oMFO6K3H1biEiYg8IkBnGAcyYNb9R6QCxW6v/Zs8sF6KZnbu29jA5Opatnm0vtiS/djEs6bubiqTtwgMXG9t0ezH5UtEWAyKlrXZcrUsW6Y5u8MawmEEeHXqPEh4bwYsBjd+hRu/gosgFxYLZFdV1vg8S4wOvgkM1jmNdYJwtR8w9IzdqBRABPBe6UnfE4bBYdsxrm+qxGUEuM7Addp3C2C16vL7Xy6d0pb0vQ9wVuMThxhUnjKqxxkGJVTC+DKMeAQ4BHIwEn3tJbpcskfoF2hsMHMFgQhEQmSmo6DHodDpvFgL7Rhth0AWo9VYTwEgplZsKW3iWF92fRODQ4SKTXUml+g674iOVZu01Umm0YgBUxSe87kMTUArCWqeQszvhLgSBI4CJu4wmBEQwcEssfLFAmtE9MxynY6lTiYXaaQQAYtVuRYh1WNXW5ffu7WEGo/XD8Buhhg6jlGAJMg06VmQfBKbG1FOIY6b0lLGKZasvSBFibKFRsEQ7Of/6FGfXlT5UELF5z//+ZPam1T+4A/+4EN36Pu1/M7XR1zflkAo63SDSdz4abqmgz85d/laIpppEYhgeaYY/RIpnLUGh5GxWusz+wOwXJRNSQCudxaHSbBeBBCM4o2zgbMeJB6GKFsoMj+O6oNw5LaiPmwmbfc24MAuH1SBLYyk0OjCyqYw4Lmw3nyezYUGLxcm2BjJz1DzTM0SztnJYybp+fQy9V1q1UmeaK3gUpLXFWa8kO4gBWHIEYMhCFwEr3JIJovF3cn2Ts+Vam0sKTxKDRtruYKtI8oCDaWs0Yl4G/2NMsE0jRb/lHZFqThrZlICwCELBhqwZoEYHF1D8RkAHoI6GytnvP3SjuUJ3i0Kjwyb0T1aefTZb7O8oVSPJj5K7zA5SZ0STQwCrIxRk8owEiKkrxQY4XpeiGIywbq25xUoYn1RYNFkZaSHfJ1IL7YqSWJNbQtVgkXrntX2JPatPpwqbRZlrPfYUvaF1n3ln7wNfObHn29MPwDlt/+gMJeLhcViQUiu1JoJWc/v5SIphRqVQmayQ4iCx6CwqIteMy1zJFdJAaXaXYEXhx0vsQpXcb/GNcAMUIS6ZoaDUeUBTQhgsJiM/1/IlGAwHjfTIgZJAxMbTB45EV3yWbdG4xlCALY7RTO0lrEYtP39QV2K7l1Y+KCxDM6V+IWBBYuO4expS0bKM1FiNdpYjDSHnSt5KZIQIwCEWV2CRV2lvBecr+wRXHg6BQjqBjUFGxGfNIlon8EsKtogCqg+cQeOv7MYTGxgiXEIFrfjgCAW1gCXa4W/PYwls0sa82ppsNsHMFNJ9spJkCT0vZ0pHZUmLjpB1wkWHQBi9Lasv87UjCcVJQclBYSuo8kOsEwwohCsBFGrcgi40+rVWKfLyyD2gAR1faaY+C+uaYjmuhq7c32yFjrmZ1WM/QtRmTVJV//aWJdDzseSYGwpAqMnSl6ECFvleCrWnKI3WdAELxpXtDB7DGZCgIWFV+UbGaz8TbsSRCDWAWE6Rrsj0oD2ReU2TgSgA0StXWxMFsxyxUk4m9fVDYBlhYwdd8BuC9neZiZO8t9TAkXhjdJhrmeGJJi3ihkUiGdFf4omMPEB/vf+Z/Q/8b8+Xg8voHwooeLnf/7nm+/TNOErX/kKfv3Xfx2/8Au/8CL69X1XrjdtWvV51uxMIJ9Te1mCuyPTYqhBLeMKqlbNXWmtUWYO9hNgreJmh+BwCBYvd7ucLKYgSTQNV5tYNT6ehtxOoYVFa4WoKUjm7JqhKkxqEQzqeTpdCnPGANzsRjr6dsph5lTtxwzhhy0Sm6BqvlMLPGf8SLUtcofwQNXcPK9ymwjRdJ/qqN+lNJ+ydaVhOilqRJJ1SeK7x7EEOCsCwHDE6SaGrQlwiJlFE2dT1UWN1qsaSOnRkZjId2RNLc4hM0QnQdTKHz8xHwMdXdUfnIwamC8a42E54pzXOPD1s4KswTsSJu6ay/p6UjxAlAGw9nRdHNSyKaIWRaPZaqn2qTmhHasPzdN9SXrdqs28GKNIMrfC/ICX2xzmpgh2yhDWq3MG35xL0u4npikqiaJVo4snrp0ta3VZ1XsDrCLnAWXNRSHBcIqb2uBgB5DRJJcMxijHWc8FgikmumMBNgeHyad+ojpjOPd9FwWIEAibbUVLDLAflc6HpHMiFRSWHZ+IFyn70RqARaFaq86dLBnxJj7PkSGv3YTSp5NLutqcTazDnYqIMhdBHCZWhZAIMAbC7dg1J4yzwNowQjA4TMd1ds5koegZ5K5p+2xVYged4eq+yF4nhh4Akv1cFE2OhWBkUmuA7RA4KAS37eFNBxszQ7dz1O7zAjJRnWYiGgNjon9+RWdI+MTrO3HuJl0GkkWipbr1macB58fu0qfe2jFUfNs2EdBRABBw7tJmntBJQb60MrVPJ0Ufn1pUUIEjCxOxGALgokJO95tUvJuEE0rkKLxIDDEUa4FNhIuN7c+VzCfL7LeUHgCmuGzXG0WS5dMY8Pb27nq/w/KhhIqf+7mfO3n9H/2jf4T/9J/+03fUoe/X8kOf6mEtgWwJ0F6d9bDO5LPZdQby8ho3T7e4fqLR+d3gsFwPqq2KmVeNUd/L3WZECIzg+ShYu+8Lc5pgZduiF944v4UzgqvDAit7wIQegilrXGtkoLz+kDZ/ZEI5KBJDZDuYCXse8vMJu7sl2rrJNQ0HZxPnvIdzVi+ZzktvCGOwilltVG3V8OxZ7Z6embdSjSPeMuP5TxYlbOVgA2oCqITRizLziegXolm6URNNoqqyRlOWGJD360t6hmApJVjTFnfmAo4Omuin7xFMhz5EDHwObRIk9siWqBqbm1kzXietTN0BABh3ugZdDwQPIwD3A6QbqroDjDDYLYAUqyPQQzoFtpXJaARYATBRjwOWUHQRZYYgxVUjH0CVMFF3M0VMzET6o88uJwpEmVcBLNQCQxy192TgTQfHGtg9Z7+JuCT1k4r1SFokYc083lzn0pUyoDIvjFa7xQGUoH8DlYy2QVFjcvcrl7UaAjqX+WJkBlXxVK2g1K5Ts7rER6l8/nXglcs9vvCJEe9cDXh4u8QnX/ZwBtgelOb2Djh4wpuPOhy8hTWML7x6jQfrg3ohjCMe9BuAgHe2F/i969fgg5m9lrgeM9yp7u3J9Oh53+wNbzqM/T1YHtFPWwSzgPqtx6BstO+MCPDsIkOvwc/WCK72hCdXAcyAMYI3v3WNm+sJXWfwxifP8fabt3jltRXWZ31lURXsdownTyYslwYvPeiQYh8otpWVo/Hz1abDblJmq7MpfkxgDSGwxhLW4XxJkOh7dS8TIVhL2GyDwvLG0neE5ZIwBeDqVrNYqw5P8rjTPLgMuKGQsgKqzhjg9mDw1tMFpkBYOManH2w1BoKBJ9s+Qu9q/5MHctrazpW5Tm9JRL1VtB+UERyToMSsMZB1GToVKKwJOIuJbHfeYTAe1gi2vMCZ2SjNj3Nkk6WVVQlCcf5spOfBOFh/UAsrqfvnCTY5D8ZMB0jw4G4B2OhwJAIb9vBkoxijA2PjwHahdL4yFc3h0QHg969eRmADZwL2vsPL6w3O++noPkARyraTojlZYqz7A5b2BJ1GfaJrvzoIRtRuVVrx2uwgoihpRJL3CQFg0yGI5ER9JAHO7yD9craT4v67eBlm2oPClHdbWJwhLKLFJkx67lkLChPstAf1S5ixCsQGgBTsLQLsbkGHHbBYQDjg8PVvAN6D+g7u8hzje0/Q3b9UpVOatCTgIQmulDtLziVJ/Ohtu5deAhHB39zAfeJzR7+/qPKhIGXvKn/xL/5F/It/8S9eZJXfN2UxGCyXXbYwJIGCSAmj60y2OFw+WOPscgnrLFZni/xM37ucQMkYwvp8ABGwuT00Fo7FwuLsvDB91kKDv7rCVBOAT927xeA0SPX+YodlNyl6UaT8GlQ1Z+sJGSY0ZkkepcvQm4CadW3UbGmYtwWBorarZeDSejckoCOBoW05EfukDKgZ6SAqnB3pBmmutaAM91qNKNdb/wVaojZnUkNCtjqp4dK5ENjM4NbEr9akAYkItrjeqZpj/Vv6HA8Qaq0QhjiiUEUJCTphngbNxiuajTdZBZJAkVuNUKhJO0XVPxgDw6yZVxuKf4iaUwFNB70HAjvuS+yEMEyYcsKuus0sbonP/Zrq+AkoROBoBwhRRByj+sly3xH8cPlew3rWU2kqv2WHMUIStz7rBkEPH+EsbBNBBQsbYZhnLlspKdYRPG+cjySUN0JGurNyPcj/ktYwCx6c8eVTaZGmJLuZGfYqfNTPV+1o+yF/bnGyZr0vm1APtK7HR6n81I9M+LFPjXAWeOXS43Ov+Zw3YDWoQEEEDE7w2Vd0PX3xtSu8tD7AELA2W7y8uIU1AkuCN1ZX+KGLhwhMGMdCJwnAeX/IaEULu4czjL1bI1QoYEwWo1Ooo2B6bIf7ECJ46jLD4aj1z95MHXahB1FKcqcITo+ecEZXCgF46eUzEGnQ8De+foXD3uO9d3cYx7LuvBfsI4pREi4AXVJnS3XF2R5srjcJFDX9zucHqaUmCSB1CQwkdC0bE8OuVzYy8MrIr1cloZmPgkWyiNT8WmcCXEwet5tMjIVQ6wOgAuE3Hi0j3C9h7w3+4L01AhMebYacywMgzaSdcmtA4xYtoYEHB2qPAcB7ruiQfhh6YLkog7YWeHCpVsqLxaTxNaRnxJ7VQrKkfYQKjrEB8XP6zjHLum1oLiG4BQCKeWxmJSkmBKAYO0AcYEeNt6SkIALgeESdcdrGTNwpcRwAeLZ4d3fR6Eje2t7HxGr52Xkdy3ubNXa+rOsQkzEGNridFrmVIAa3hwVAxU27nsmk4CQIOgQ4w+hobN7F0uxgTREodL0pfyNQOH1OoCPxzAlmAFwHf+/1PJMCIJw/APoFwvIyK2+4XyEsL5FQDMX1eiaTwvP6Ya1xJV0l7BBpvAYRaNzDHHa5X7Rao3vjDW1znDA+fAwRwZQWOFSISBaHsD9AJp/rNXGTkDFHgUbm4kJ/NwbdvXsw5/eO18QLKt9xoHZdfu3Xfg0PHjx4kVV+35Tf/cMJo0cWCFwFNVi7MqVydrmsgrQjsk7tshA/r8+j0AEVTl56edFYKQDdmL1T03rnBM5MeOP8dhYLoLkMhgoSVTeSQ+CU7CrfnInOKA4BLUMhkgKh2uBZRWRKiFCmrgpRdwociTFtaaepZnfUJ9aQqPOWFGa71kwlbVFtFWhMqRXRT1oLrgOlG8GCwKIHphcAwrA0Zx11rJIfTiQ9HqbVOIqVozQjQhG4IQUn1thSSjSNQWQc03gEnl0MPGwnL4hrYipOwaDqBJk8A81vMfrBBK+5CWYa+Ka52CMz7mMeA9Wa5BiL5hlBgMGhv8jj8maARxHBkhYxHyFxcGmMPjEm1Tuse6RGq/Q+6iBThT7uccBABZ5RZ0CJshNf4iVOwLBKfq9Vh+LcMKkljU0HYq/B7PX4JWasn88fNQNp5pU4aLDkbK7rFz5/F/pXe24lQEKV20I1CVFj6u98/q4Srh+/zx0/WOVmV9aJ5+hmNluP6bO1wI9/4gb3FuWZDuPsXQOfWj3GG+YhlnYEw+DK3ge7DgRkP/lasbLrLpSZi7FqtaYyk7fmzACseARYPNxeKMJR/RsJns7g6YkIXW/R9xaHQyh7hghvv6la++Wqg7GtpXyzZTx56rFYWBxGdW8KbAGxWC8F1pqT85W+GyQBQq+JSI67SP2qP5+vbRPIW/+ecl3EX2CMJo7bksPNXkEKUltPNh08RzpTCE3+G1gFja6bUXkR7CeCVYIFIsLoVTgqSDt6jp+fJWQiwjjFezTuF+drRbm6PFNlsosGxUXnj+JD0pnXUdHsp9inmjZBNHD8mJYDbCw6MOhIsNAzVEm+AVJ+UGHQuFdtOxLNabNSCwDrR7xnXsJNWMd4FMLOd7idlnAmYGJ70sIgILx5fab0kinHrawXjL6Jx1ExZgwWS1eUVAAiJAwXmpz2nAlwovEjHaWzURrLVHwxAEitOLO5ZKtJBHl5hnFYwd48gqwvC6SZtQjnLyFwUNj9ylcrch/lGkVtrwG4X+o5mlxpAZ3n5pUR7L1LTN/8ZjNr4j3GR09B1hS3JmMgacMYgjtbKZRs6osxEBKg7+HWZw2vCSLwm78P89Ib+G6UDyVU/ORP/mSzqUUEb7/9Nh4+fIh//I//8Qvr3PdT6d7fVbT8LooD3nXmCE5uXqxLEjngnMmxGi3RRRMgZ4iiJohz1maA4aCpXeuNJNWmOOpn1IVY+BgUVTM0EgWLxJBrrXcH8FdWiGeO+K6nSzImg4qvO74rM1YmJpITHMcxpKcL/O7pA/A0G/1By7zS4xnIvH7FZ86Zl1OleX0RucubHoZHmCg0CjMctz7xyVrQEFWOGu7UfmrgfUtyOoqWkxADTKv8JgINILQ8xaBUBkwP1Rq1gtZxx/IsIL2z9N7qhEkiQMh4XXIEzUyI83vU9ySM5FXQ9qbxOT49fn1MCXYRAFvG6IOWD/yEVO/ghCIj79G7Hn9Wm3fEtvygFtPsvfffA2fdHu0M0mxvBfSHa/R+j4ABDsA5gJvuVQAaeApoFcnNRK3GCXu/ZhuL4DxfzUQCI2kdhhzwu58cWAjrJbDdCcYqFoBZsFh1IEPY73yzCLzXAO5TKJvbHcNYVXZNUxRcDDB6gw6UGWagpVPJaJdRMJ+x0OOWAkBwpG5cp4rWrxZK74v3ZuAyZ4qApcqGIEbjBU7Q88AEd/JYpJN7ZH6fMcVSam1ZS7aaD2vrEMnTwe2GBJbi2ZuzSMcg7ZOzMOsXh4JIVzcwN8+HSa2pUYufFYzMke4ZiCvJSAUEb3sMNGKLIUIm6zplEMYT0LuznsGzje+G1d1bjuGKezNpRu08P+VHA8mQtMkFm5H6z+1wcccSOz4M2mKMQscmjF+dFKWFtk3cWpdADsklfOqWGpcXFPgDDPUQsR2ILICpraVya5qfvaJp7LXfdRxjCsw+Gl6cj2S+S/GTIq1L7gsuH6rmv/yX/3JzYBlj8Morr+DP/tk/ix/7sR97YZ37fip/5IcGfOIVi7ffC2AWjPsJ3eCyFaIuRIRhUO3Q08fqb6draOYfZwpjYIwKGPt9wPl519x7/0LNqmlTTmwgHLB0VdIcCehpPN4GiVBIDBSN30NMMgYCljjAi8Geh3jQqXa9h4eIwsuC4t+8hYuWODv/1Ac1WkY6z0H8vX66XNODgBFNvWSqpEaCzoSi6UPR/EyczKVaGxEiY5p7klsp/amtHKU3rUao3sj1uPWv/mryNSJkLQlmT6Z2mUugWr4mqOZPa7VQgc5lqN2YGBDAaJdgYzOjMvZn6A/XWIy3hcAaA7FdzpQNEc0KiucphKNFnROliGqApgB2A2AdAlnAdnAywR2eIpCBmA5MBpNbZeKpFqEIvQuTNWllXRA8G3gpBJ3AcFHzPkpfza0ACDmfiYH2L1m7GoYfDIbR+ZIS5yGAuhXwBJuwzOO1Iv0JTEjIT5oAqfRW8jPRgb2VGOtDY74Z7iqNxFmNI7qjpd2ry8wWrqzqs8S5Pr3HTh+V3f1Xn92vH7Dyyv0VNm8p3GRvJhxCh/yO43pJM9fRhPv2KUZaRL9uwQELrLDRfcUBl4+/BudVMykAuF+gt1c42BVGt27W04CD0gTSYDllmQpHKpIADEyTqyLVbU3AZb/JdJqFsJ0cQAYvXwoenANfe1NwuyV4r65Q9+4rTObt9QFPn+7ArHkVRASH3YSuG7IVI507ux1jt2OsVhaLhUXnFBEqaei913MJVJZ+cfdWoUMi0lOYK1SQmHBqSCZJiVlIRZc4oQbK8UEVfYk2Am18A7Nk/krPhHg2pPGJAJUwqbRZYwOTK5ZVnrCh1+WfPssRRC2miMB+rPuFaKWIuXskCbCEzkxYu4Oe5+izO2aJS5tAsd0E3JostSCC8Qd0kwZoC9kIay5lSKyuS2bcZfdKAdS1x5EiIIUUx+XB3oGHFdg4bFYvQ4zFPTzFRX+FLZ1jch22U1/cfKUVgoHWJTVlTj9fMFycmyAEYYE1wEW3wf2hBBNXlBREyPE5Aw4NhHEgl1Vcuo4oK7EKndOz2Jsefdg1NN35XaH9GoSkmbOTMlciSEZM5CqVtE0Agu3hu2VZFE73lRtvMeyvILZHGM4AIsgl0L/3jYYO+4cPi4tT4vEoCRl5KqMyOA8IYbeHXc2AGogKx9KV+CgIYL6LSH4fSqj4W3/rb73gbnz/l74j/I2/+hJ+7d/d4FvveLxzpcHUzIKLiw7eC8ZRJehh0GDuw4FxeX+J3VbdJbpOXYamSWZHBWJiJXXFubmZlJAPhIsz4DzCJgdWrcjgPFaVQAEoMQpQpJCTpdIECJCxz1NxxHDkcwKh5jejrlAuYUPnxZ71B8c8KHDyuoog7X3zov1Txi8IRY1OTUqk0TRqvxTeNpI8APN4krlgIWi114mA14xXRabSRs/XEkmNOQeO2qHmCigaCmIPgyRsb4LE7NkEiZ8DOGqUAscYC3CuVtHq25N3HC7g/AjHB5UJAEA4HUet3/6c4W3KM5jeGUdq/IhgXEkUFIsVRhAGgWHDARx9VCUIyLQWMSmvFEGkESj0skIRnkr4yGJBCSIyornMNV66GigKJrouQJSFbJKQBQqdFzUrkwQQe1hfBHWKWO9Uux3Vk3MKpaku7yNQFFGV2omhsg7bJgOIXDwEo3QVGagaIeuuN10Xf/PkOe76wSn3zgZ8/o0LvHe1g58mLOUhNmEFSwGX3S2e+MucP+C+ewoiQY89AIZHByaLSTp0GLHcPIT1rauDGffgxRov33wN16vXse8vIGQUnSa+GhYNUpUmsSXyHi9e7tVP8asznOMYbsahwewnAj77OvDfvn6cufrsYsB+73E4eHgfYAzBT4zb6wMWyw7GpriF0u52G9D3JsPPpsISrQZOmcVZGoPcF2d1H3dOXZJYYszFie1ApPQ+KWbTXM1TekwJ/je6HY1elLEXYPKS3ZEmD3Sd0lpmZf47MIZOkY9Y9MywRiCRn0+MWuDyex1LkEoSfmogyATZOwxxP4sATgO4LUk8ORhrV7I992gzPwN6PjtoDJUKHCmQWg+SbtrmezV2MtInCQr8AICShaKeX/aAL94R9XXyI/bnD5oYDYJgKRvs8RKWvcfolRYbI/BM8FCLRH3W67wQFh2fREEbaMS9vkUnKrRP135Het418ZQEWHh4lPNGoGhqAmpBZaACwYgFXBhh4eHGnQZqp5EZVxKHHil8pIKPjQIkEUyaz9ni9f0ZTJiapL28PMP48qfhrt/Ts5IZYZxOWilaRLSiUFZ3K8AulyDrkD0NDCHFeqDvm/0KAvi9b8GcXeK7UT6UUGGtxVtvvYVXX221V48ePcKrr76KMN/hH5FytjL4P//vLvHoWvB//dclaM5agnOERSVIJrcn5wzOLxZYLAoTv9t73N6UvAOppHU2TYzdTvCJV3ssh3r9qvZ9XaErNM+fYAhrdqSwxMeHlYgKFpOg+a3mZ4zRDR84BdoWnPHnKbnPszZO3AmGzTkaGNQw0XOcKSIVLIwQpGYuj9pJogJHoSTORr5FMH9iLlgcYVyJNLk6To0r1aDaPI7aesVKBwSWVMjIWgkxCGJx5rZKIGBR3L60/3KipalfottXB1QmTnT8kqocCe3149EDx1NZxNO73qMy8BYM2+TYCNiai1ntiJrCeQI8qL/0UWK89Oy8/dNuBsjCJpBF2siEp0R3ZYvpncQT+hmjCCC7lR2vquffB88qZV7rRo9rrkTkKEBWXJhIBGqbT8bdPZTxeKw/6OXybMDl2YDHb38b2/EGF+ZGhVMYvNK1MSZpjfQY0WPKjBfDoJutk1okNmDc276JneyxW9yf7SFlFDlDNM+fv7swin/1PBM0kQY8LxdtBmhAGRbXGRxihu3gNT4iBMHmdsRi6TAsTrANtZW9KkGQs2fMBZi6P50DJk/ZonHXvYC6Fz2HRxp80H+HCnOCuV3lBGCsj9oJ6Gw6y4D5nmjcr6KQLjM6lRQX1hRkrDQ1MdUGDmNWReAwGfROsoBEMzo1/w7Sc4xEsmqsgDdEhQeO7wcEJhzKOTEXKPLETUeKIACgmOSz7gxBA7aTBXjRtXUyAyM0TkFmE38U6xB7sOxO8S861hYdcnbO3/lNT0eGPYp1EuMwkcGwf6wB6Uc5JY5R9JSeRkhdY5rruiTmAoiWabhAP9027fPyHFM3YLh+FwZA/2N/BLsv/4ejZwEoWtr8Wlw0FH0Nycz2puuO9yUZyObqZBsvonwooeKuXAuHwwF9/9FCCTlVLlZKmKYCtIKkIdTvUkyxRi0UcaWis4TuzGFzO+KllwYsFxbeCx4/PuC1Vxzu3+/w7nse95YjXr8IuB4V4QFQi8H95QFL50/45VMTTtyaJhMxS3fK0cZQXiSZ05DvblyWmmVxQht/8pfqeib81BDiuwonbTKp5YKFEEQZ7MFMGCN6BkHQGY/K8x8CwBqPOtGeiGJ+z32oy1wq2Wj7f9q/tbhWVUw+ESymGOBeiFEW5mI7zoQ4lhTwp65dFDVZBgJrAjwsrATYmTtPQiSaD0LIYt+do/NbNfe6BUwYYRpNdjVoitqOtB7y9TI2ASKaRRv4rcM3CG44OT/BRHcSnZhSFwzmTmbMwIQu/pbw0VNsUYR+lZz7vO5B89mAj/ai3p8y1BbBrBzRBiQ+BgpK1I4xSATe9qp9SvPDar0oLgpzr/d2vGUy1O1MKMVjpM8RqrbOgCsyE/RmG6Way+MixZpGDCTtdbZMcUlY2HIxoJRF9iNYuqGgtxCOc63kuRZBHw6aCJEIgRysTGDbI3QLTMt7EGNgxx263RU269dheMJwuMKuO0cOwqQaJe5YOJ5Rp0ahkDLP1y5azjAOM+jWwBSzhLfcOxFhmjRgmz0jBAZ6l11xOejZ5eM9xmig99WVx8X5cWK3ZHFQclLvzWewgGk53lEavl7UapHczRPzSqRWhxBmdZEmHu77SFeqUDMiDaRe9K0MDqjlu3azsYaxdMDGWTzdxkzUJFgPDLsqAo1zKkxtdsAYs28vOsH5Ur0WpiBYdgpXu/cWgy0JSlP7DNJsz3mSdHUEctAs3eoKHERi7oXi6VCfwGIc/LCG8QfYMOXcCnWtAHC4eAX99unRe9kvLjVhacUbCBAhjed3a6nzr2Q+xXJEUiOwSBUjWc7hY768gh6X+lpDXQEgn7ED72PyPIODWUJI6+34ABcOSMKGJo4VsLEwCbpbGGbaa2NBczJRNWY2nc7fbC4AgmV1KTY8xYTAejalbOf16qfgYdjDry5B2xvw7/03uLMV2EdrkiEIM8J+bBdlFDDEB0hg8DjBrpZlLpJkvtvBh6DITzERHy1XMOffPUClDyRU/MN/+A8B6GL4p//0n+Ls7Cz/FkLAf/gP/+EjG1NRl84R/g//o8W/+HKIWUoFQ18CjUWAwyG5QiXmCABUIz10hE9/eg1nlZB3neCTn1zh5ftqKv6hz/R4bbXH/dUWfE24nRYwJHj9fJch6Ubu0JtCMY14GFLmKTM9WUvNuV9EqvWw8Aji8oYh8RA4TXU/Q31KcK+5LVKNTmKkk0Yn+cc+S1ZIptHiv5t+qbeixLkyEVo1QhbmzW2xz9o5ZVEP3KMjH+FKswwHYwpaVHLVygz2TKhCVWM6whKEYEOcK4EiEcNaHHEU4KXAn2b2gUrgogqA6sLQW59/N1DhIllaQvSXBRVrhWbrjQFlsUNGNAlPQoZCZFoNdPBiXYQinTGV9VzkuImqkFGmVwRNzgsAwQ4auzFDoPKmg9gOloO6R+W3ShjNAkXs0/VyQHTMzkx37ZimsSQCPnKNqpOT9TTGAMp5jBNna0RtlUgtqLAR0ZIkuRikaTBgN4D8QVGf2FebiHKcQ54qkdxS7gSHfDCaJFDEz5KeSVlZK4GiHNUzQSW2X1bVqSIxEWFxzSMpMRnH/JzArS+Orn5Uytm9B9hvbnDYbqLCpdpbQJ7/LuxiPhN9DQldZlxdwMi53ksEbztMi3Ow68HSwXdL3Ssommdd7wU28whWObqnmgpfTuJ3hsVgxhwDt+4O2HuXE28SKUpU5xwuzg2ub8o+ubk+YDwEcIgCBYBp9IrmZFXgqDWmIQh479F1Fu8+HPHaqxXUuVGkozsUt/XkqfXElszbc8GiCCZlayWBoq6p1n14r/fVMWnWAIuh9I+AnAPjwWVCYyKMQZBAFg0h57tIk51gcS+WAdYIHt06XK44C1ElTkBdWPsOeHwtsAQ8OI/7nQRni0JPghjsPWHhPHZ+wDK6QDGMWuVbEQF60hWam2LLiAjeLXIMj64l5POe+zXosAE5tYVZX6zX49nLkH6JSQTd7ipfD90Sh+V9ZJeaPOeEW1zAGUFvRoxc3v92tGAxOOs9NqMKHtYIBofswiNVyDUArDoVdm7DEmd2VzXV0tKELDWHBQeUdg68QQpoFzBWfIutOYMLE4aQ4lgZroLhFbJgQ7Bhgj1skHkWQK060UqjgdZ9ZZUu/Qq2A0HyOUXRzTe3UfWTOJTz2Drw2T3g1U+Adr9XAHlEAGPg1hb+dpuwoZHcoUznEGRC2B/QxQ2SBQodpCIJTjEDOzNkcwNcvnI0by+qfCCh4h/8g38AQBfEr/zKr8DaYirq+x6f+9zn8Cu/8isvtoffp+XHP2Pwf/nfE956LFgNwMuXwLcfEf7db0345ru6tGxMgtMiaenC613tA6vLcX8gnK8BQHA7LfCK2eJzl4+x9b1q6CsGjWFx4CTJEwQOA1n0ZgSkbbMIFpJXvY2h2pI1DYIldmAyWCFgxICdLMFioPqukuEYSPEASi4Uzi6NtT1ksnVCkna/EgZEGX6TCXoBb00dZVYhQQOWE8M414TpZ58DG0tfTv3NPHTSF1aCTR23oTEO7YGZGNH2AJjVK9FNDDbW0wov6T5LEoXBqn2q+kOJZJqM7AWkxEgSfWgBK5FxFSlEDJrXoHwxENdDmI8RQ3KDldoRALsuE1olZhWzH1E4dIIUCi8YC7ZDDm4jUmFXxMRrgo4PGGNiJUDg0Vp1EsOckw7G90MEdJy0b4rWpMyPoCNftIykooPFBJveL3SOjlZNNV9FRKxv0LlgY+Gm/WyugFrjqJ81MaAI55qO3OVOtRWDKqPqqrnv+GktUv3/VN1FJEv+IDO2dbawpyfvYPm5P3ZHaz/Yhcjg5U9+DofdBhICusUSITDGzTWmb/5XQABvOyBh3qO8G12rlSJDKwQ1hFDDSZmU6hY3xvwAGuEUrTBRX1dG04PIYGVUwNjwEpfDPgJpkEJRAxjZ4BMPNK7gG+8Y/Pffu8U0ahzF6FsLxn43wliD5apvfLqBeGYJsN0yvvmtA954rcP5mcloR4VkFGUIxbiIWshXeFbgMLUCRWpjbpCbB2yn67VgkfunzWvgOPT8MwR0C6Dv9cYGwVEMDp7RGcB1x/uIhdRTn4D1wAgS4OyMjidlU/x8eQZ08SwjKudaGVeiagJr1A2WRLCwiXEuSg0DFVpj9Y2VVSfTwZsVjFdLdL32IILQL/XMHwghKE/A/VKzRgPgYYXR9UAIEGsRbA/LHt4NUHWXwQ5rHDDk3D1LN6HngD07EIDzwaO3Cpax7AOmYDCFmFivepkshMF5LNyUYywOvMDEHc7cJq7XKG5nNy/9P8cz1GYn4xSaXbtDAxDGMtyWhLBAPGPafSkwAE/NXKbfg7EQ2ytIAgFiLJLhV99OstjHeSYLsD+qS+eP4Dg0c0FEkDc+A/zh75X5SXuNCKbvCgJUul8ExlrY5QJSIxVUY6I6qCfWyV/7X2B/4s/gu1E+kFDxta99DQDw5/7cn8O//Jf/Evfv3/+udOoHpdw7I9w7K5vnRz8J/Iffrni1eJ05Mc969bR7WdxEUVnMQth7i6UNOOtHjOywDw6eNZEMHMMZ0yznqDdrmWCJbcKoFrxpsTDRunfUp1EAdPDYV8IJoTo40v1zdVOqd3Y4KNGno/vSFjw+OFG5KZmje+4up+6a96+YVPW4r2dwLmScrvGuq0eH3Ml72/4kWNz0210aPzoxT4nJOMW4niyJ+PhnqBbr033uX0uxFyl5IrXCAJNVQowiSgk0z4MguWJIHoAeBs8YL83GnGCUIQClAHZFBEtWhiSW2mqtP2t+Pvy6KuMGUDgvlPfyvCUdiiJU41C+7zOS2j3Vp2wJPCIG7X13/fYRK0SExapY5l2nScFuUyIw7zHaHjJNwOOHQNdD7t2H3W+AfoDY7miZUHSNUAtcgmFWV4nGaph2S2UhSAqNeaXzt5SDeAkZXhbQqtcLpeqdA5aDBmTPocoXSwcRYL/z2d3pWcV7yUHRczoPxCHMzj9LAmsZPpgMwDEvd1s6nq/UaEwKxKaeA2q90LPklMvNsY1o/isqpvmYnbJGlWsBwNCp65VIdKd6Bg1ICHWZhU5zVj3yvlNCKci/lb4kCrLqvsOAG1TZMoMZFetycjiBWsU5U23CRL3G/UlaoYUmE/S9dhEwwBp1GfNsIDJjcuM8zZcWw8KLQxfXcD4zRAoalqhFWl1FDQihtRjXbUibHPLOciImWABIPL/KxaJAe14OJJdkATm6fvr2DP0f109aOikvRhg9zFJAlWDLQV2jYAyMmx0cz4RI/87Kh4qp+M3f/M0X3Y+PTPmJH7H42tu6uL1nhdOr1vowGBzEwFnJKBuGgNVSCeF+TKZXh29cv4zOeHz2/BGcDbg5dLg6DEgsxUvLLc6HMR8+hgpKE6B7Qv0hbZYKBuwbKR9oD6q0toO4iKoUE0OBYIlho/ZFRAMEbfT11JLFjTvrT7/XXjhJkFJhChiDy5vYgLF0U3Fhqv5mxjQLCfODo9UIStSg2bhRkwhx/TIAAQAASURBVFVg7hF0lzlf8v/0g3ahjIVho+UH6ZcZMdJvJr6L0r7EjOR5dpq5JIRoIteYASYHyNjcpf0nBOM08zJU0wKuYGRFQBkedT6ZqAhRFBwqk3A9CUJA6BYQN8RqdZxie/V/jgcVgzDRIgsfIhKzCKeDS+Ao4HC0fto5r1ktCw9DjA4TuphhWASwMhU3J9ZsFhN1R4J0rk9U9GEyFShwNZfpMxFgLILrYf2hrKXqPoXqLfsiwT42C+vUoqrnP7k+maIJe9ZMpLZzQCEo119cD9o2altj8xsA9100l3+/FrM8gxlW4MNO3+mjtxF+/f8O7BR5xz24j7Mf+jTCxUvY/fBP5PlMb8qJ0q1AHRwITgI8OQSr1gArujeTPdOzi+6EqQeFuqV3FlAyuzMQAS0EU4WOJqKw44nOTkFR9NZrh81G98xi6fDZz13moOzNZsT11YjlusfNdZvzplpakU4bHEa1CtRLWj03pCx7ENbDhHsrn5f5443Dfizwvae4rEo+P7quFoA4/qSso5JYTwPQKUO8OkkQr4TdQWIC2TSrut2C6Duoz43eBvRONeLWCFYCvLc1VSJVpdfngyL+hMqKnmh8eQ8oz0BpfRDKOXgmcegxRfpfYiOZbLT0AilLdJ6xNEEmMvGVtYIAeNurEMEMO+2yECtAoQ2xeLLY9A+KhVkCvOhZFsQi5YGagsHIhX6zVKouUbWRM4wx1EKFwBpRRahtyBGIBF46ePGaRZzSqgmKkhbr7cIBqjKy6PmA9Pa8ccVtFJHuVjQ3z2XVqB136PY3kK643OZ9a11k7lURYOIZxdkMSYVkxvMj8QHlDWth40DdAnbcVOtXgHffyvOVrzODY+ZsslbjKLzPlfrdAeFwg8PTa6w/9Rps32O8uYW/Lgha/cv30V+cZ+HafPZ7AFL2S1/6Ev7O3/k7WK/X+NKXvvTMe3/5l3/5O+7YD2r5qS8YjJPFl/+XgO1ecavrcjgwlkvCdsdYDAbOCZbL1g+cRZEynBVMbPGtzX28srzG1aHGKSY82q3QWw9jgJvDAvd6DS4bfYfBHlRrmyBgU/sYsMDumXL3KB0CLCwFDLTX/AB0rGlwhjEyRQ1x/WNx/1DCM+NdiyAOYcLIGsBmjWTzaamJcAgWS1MOkOSyVTaxEqJU7hIKVAhRQlC7Gc3vvUuB2whfUAkgkZaQce3nTc7nJh1meQaOUDKSVghA1sRrDo94EFU9EVLCbxBicPECPd8CImBysPBlEH7SREgAst/4kUCBQjCDR+2Ok3tsXBYo0oRlpscWn9uJhnbslAJMk1YlgSRGjW5+m3z6/UHd7XoEOBRJnaBjJYn+7mQgEmDFN0G3qiFOb0zHKURq+g8TNI9WHwPutGfBdBqQB4pCWnIKN+ry4sfmfRDqRT7jjBrI2Wr+RTT2ggzET23ionw/gBSwP5eCyw2xD2j+Sj3mZjpLzAXvb49//4gXIoP1F/4kdt/4b/CbK4Tf+LfAfpd/94+fYL8csDQGwx/+F4xv/DDE9UfuCFamjGDmxIPZZNeMUiRmy+6ba2n/qADRHufK3koM2C7vXwQ4eBVVWAiPbyysIXzxCyu8+e0t3nsS8PobF+iHot1crTr0vcNuz1gsHQ4HrzKuBVzk0LuOcO+eg7WEzU5bXPTKHPZW21r3Hosu4Mm2hyHOAoXOJ/Bg7XG7MwjGwIfiGj6XwdXKoHSQTy13IMZQCXyltLO2yOWGWpcnQF3BjClxFIQCcZv2SGcYnY3ZQyoXpvvLPa73gyrTDON8mAAQfLaq1yhz+oyL2ntAY8MGp8JDYIK1AQA1WnlALSwmAlaIJGuUouA5mZAFFA5RkdTBsM/uUmy6onEnQugWcNNe59FYAAwhi8kOsGHEtr/XWJ0ZFkIOLCVrdmDCyDViVLFEl5WosLnOhIxI5owKZUStFU3/6kzN4dHV2amLLr+Apw4djzmmJBXHHh5QlCzRs2rYPlLghH6NbncF4gl+cQEhgh136LdP9Qw4bCHdIgolDHvYI7gB0i0xL2oliXwJFWWTCSkwO81dfE+2hxiDQAboGG7a67t6723I139XF0ZEGagFilSMs2BmSGBIMrcBkMlj99ZDLF97qREoAGB87wlsP4AMYXzyFO6dN2EfvH40lhdRnluo+MpXvoIpQiX81m/9Vms2/7g8dyEi/PQfdfjpP+rwr/9fE/4//y0cweclPmK3ZywXpBB6zXwTfM7ETdj7Ht+8eflUa3i0O8sE8cl4jk0MHrWeca+/bbM1RLMoGsSGVsL21IFA6CLT1llgkBE7WcRAQCpVITJRGWWiMMqAqCk0t1CI/RQQM3QWQnoIBgjQBG/N0lOm2UsKuKVI7GdzCgcWzTB+l/tS8/k5l3dx3yoAhAUTvvWOnrsrNHOU+4l872mhpmi0bOUa1dGEJEgRBzSRGkadguy0xXK8yjWZ8ba07dWRuWnqWSZSgqatrd0l0mMJF7JyjdO/baB3cv1on281lAkas9WdFaHxuFPlEC6XK8Y7fpeUdbi+rXFPQmTq1awe3KDaNmFwzdiJAMkP3hybx+uQ8qYvfipIS3k+ZvfMxxEtDIpGYhSXvH5S9H9Cx/Mqqa8nFvYd8nWsMzI0u5sTd31cTL/A+kd+EuInbP5v/+Tod3+rVov+6bvorh/h8IWfxBSTXwHV3pAE8yvo+aCC9R17o7GYxt9PwyorbQkzdxNjVIO+nRyYO7x6qSIJAHzqlSWutgZvPmzrIkpwrwLnDJxrUR69D3j11aG5tt2pJ8knHoTMvA82oLcBq3u7BuGutAPcO2M82Rj0z3C1EgEUHZuiS9GxWJySwdbbrHbfIjPfEpSfAxE8q0B0vigKps74bDWeW76dETxY7TPNF4lnQbZeHL8hQ+qW1pkkXBEGe0BvihLMVko4QBVFLIKz8SrDxxKHLDQI0FqQiRQUoJ7k6rOQxX5xqYnvZmU0Ti3f9VokZaRr+I2C8jQ73/LcS2a6OyvobO1ipG5SxyAaKtAdQ89C4xqiNjIpnOrW09/l4UbnRSTmFdqD/B44XGskPwTdWHJ6KLEUBc0Yi4JAANjpAO6WJ888Nl2+jyMMbbCDAngc9V7yw6Fbgk2Hxdf/M+jRO6Dzs+bOsNuBx9YyKPXZSgRjTVaZhv2I3TuPQLZASqeyf/tdvWYs/Le/juHH/+RRz15EeW6honZ5+vf//t9/N/rykSuXa8KMr8gJ8FLJGUVRB8epOffRFbAcVBu0H4F5QkVAYeyIkHGwgaj4hMEYHBa2MpXEzozoNH8AfNEwwyIgZqsU1RYAyijW2pc5aVcteohEZ3aAzO5OkIqWkpWBslbKc9H0H7swSU5+lhIItSUG9MZf6udbMnhCW3ui1M/U76/g55y6MwkgLdPcaBCrJ99PqKl/NggKnScCJyEi+dTdELigMIKBbCR0AnY9KIwqfrgO8D4/mw8miGYWvasHJxjVObOcu5G06Jmhiq4QVMZfnuQYcG4w4Rgzva61nksDVq3XMYcx631xw3j2ZKe+PcNrNrsY1cy4APNAwHw9rkP1Zzi9mI66Ue2y1F9Ofvjznkk+cOO39rm6L+0ddzfvhve95yNdrAMt15BdcWdwD+5j8YUfhpyfFQuGhDsEO2nWEej4HUpUoCCDFOgrDHAIKNm12+oFC3PAnvvoqqpr2VHAug9wpGhyzjACG9yOC7V4GmA1CC7Wuk+e3ACHifDKSw63G8ZmW2uWBSEI5gHcgQW7PfDmI4P7Z4yJLQwI91bA5SpCNN9RFh3HvBWUodmzoiFC5DkbAT6eofuo3WnS92pqTm79NOPOCJwV+KA5JzR5Xzm13m/XzJnqpD5qmzyuRQFS1FqeFGWQcn4bntCHIrxQVCRwHaw9pw1NAk+UdZX5Wz45nrz6jp5pFT1JILqrDHbCYHxMxFgLwOlMJpA57kFnTsHjo7Qtz44ZFCDG6Sifwm4AhVGFhpnEmT8ZezKHh5gEr45qLnRnWn9AiK6yhiYI2ejKO+cCAOPHnJuJBegOG9DqDNjdAtvKwiAC099Bd/PwRa0VsZPG2cKPzc5mSZZwAczF/Tvn7Dstx0LUc5Sf/dmfxc3NseZqs9ngZ3/2Z7/jTn1Uyp/+cYtXLvWlG9JM2861Vgkixm6fNl5EVBJgsxNs98CjK8KjK2CzL1lE0z5hBjwTpkDYHhRyVAUCzelwMy0zHGxh7hQbx6PDiAEMwKPDRIsYE2AgFW6Oih5qIjza3FGTZgA40u1dtq5UkJ+xtopnskbNwYaUuA8uADnfg+RnAMAYdSEKsAhRY1IfIinAvOla9VWQ9Sjlu5TP7X3Hn5Oer2Y7WytENWbwHTXMkaU430NHz7S/9xgjDLBE4hk0s6foiTtMt+j8Tt+/ceCI4AEQQLb87QZwCu53nao0yWQXoeoIAYgK4Z258tA0Hl1Xwk5ZmwYRze5d3ycp4R+jxxiN3BMckuDbzn4yf9fzMtBO53PGqFMFd5tWYsNVPIPBFipOZSePL/FFy9dswFlulPg+4mbTf8aUz3QHOU7oaRTvp4pGNAG97ZiPRnN0Ot85oqPi7r36/jd9hAsR4d7/8a/md+RefQVnP/2nYV95BVgsgfsvIbz0Gow/gPwBkJQzRF0jk3tJo5Kgds2N0V1Q4JSSCGFCH+PiYpAztUtQoLFua7uHowkAY2EnOMPoTcD5cMB5f8DSTTjrD3iwvMHoBS/fY3zmNcblWnDvTPD5NwQv3wPO1gZvvNbh8qKsVWtV0XS7SbF6Ah/U7WjywGZHeLJx2OwJN3uLbz5e4tGtBoAnkKnU3zFopureaSC5MYLelb0p1T41Rt2X5kHhqQ+p3gqkEt7HhKxZEALmlJ2iNn3Rq0svgzCx5puYgsn1Bo5UuJpvz6SIhHGrBy4xEOWca88vtb7r546mDAuf1W6JcRaB4Qkrf1PcnIwtQkeh6rE5jUqnGv2pPhilUCeKmbbre1KvDYejtehh4Mjn5y0FWEqCYqT58eal2+Oy32GwEy6HbaVCK+NXmr9vrq/oFh18jlmQ3DfNxyFAVMwUF+KGorHPVpXkTijGgbsVmAhszNEzYmxjca5PXDFddmlKSqOMQCgeHY/qCsseNhzgwl75n+xSLLDTHv10CxNG2HGLxc1D2HELdB3o9U8D5/eQi3OgzsEsZoKFCCQFkwvg9yNAgFv0GpA9JwLzQoT+iz9x+rcXUEjuymT3jHJXRu333nsPr7/+Orx/zij7/z+U6+trXF5e4urqChcX33tY64dJ8JX/HvCNh8BXv3X8e9cVk+3QE5xL4AStpnu9JPSdwFm1DqTMnaUIBsc4G3yCOobWErC0I5bukKEG60Li1Ve3lnjzgVXIpRcbGcK2hiAlIJClsM7JEpGsJmUVJkvIMYPlGfnJevzqm1oId298dA3S784c+ycDaUit2ECzzwmy9K6StDahgsJtf691W4CFJDIEADE5j35PCBaAZgBPDl0uxl2kmlQbL3DwcJhKLEskuEPYwYaDQv0xNzB66T4lart2zOmgicm7GoY7E1FqftNX0kLpBTcgzMzEAOBND8RDmm0PbzoF/6NkMA0aaGpSbEhpftLQ63y4EkEhjqMlg6KQUQuPSVtTY4Wn92MS1N9Mk3enlkUEkAB3wgpkeIRlBcUnnqJAFy14YYq5KGJf3letmj5X1+t3MYcHRDxY69iWZNU4EgZxh2XjOYrrcP6Tf/4DPfKiae/3Oi0HgPEbv4/D7/zPsHYPquJ6BMqw+LMHYLJgNyDYAcH1qN0AE2U72AVSYk5VE3QZujPVKAJ4zJPNJsVCqqtolxmEA/fZfef4OS2Ptz32IfmOl+dHT3i6jZCjLPj22x7WahK9p08PWCwcnCVYB9Qwmasl5fwPqS1DwBv3RwgZOKNxYyyk6IWB8tkQWM+LZJGYPOVcRrnnUnJN6NkhmKNrMktGfgI0o/jQa/6IuZvI0HFOTjefH2ckW3bS+3ImzTchCKm7EmnOqQRgIqL70mYLVJldBQdRSNX5WWUQcCZXOgZY9GGXA/jrCTA8KQ06eqso66ahB3REB9K9nFHItGzcZXuvSD77jQRM6DFJp+tUnM5BHPMkBmeuRZz0TDh4tT73VhPVLbHFPXqKjZzBw6HDiBVtcWsuADJZ6DIIMOJznEXaI73f6TxAzykXRqQkpaYC0Ej9B4cMqU4p9iEq0Yi9Wts5qJtqfGF+cQbpYhygsUd0Ns9tE39CcGHMyIdu2qTZh9lvIohH2y968+tqLbEWvNsiPL0CBw0wYh8AVqEijCN49OAQQMbkBJVNqc6O/BsR1n/h/4TV//i/xQcpz0t/PxD60/X1ddaW39zcYLEo/jYhBPybf/NvjgSNj8uzy9AR/vQfcVj9AeOr3zpmOLyvkD69YLkgWFsvnET0NUDZh6Qsk8wLpnU1egPp0cTfgiy2YUBvPVzE6q+LBv/lo6lpU8loTOp3p2hanslMvFTPkxJhRtJS3y3jOiMRSapmrNLxWUQVqZmz3IdjRkrnhu64J5GSOkguHrwz/9Jne60k4aSIFqbVp0TBRf1mpXoHqsEpwk37DOBoapng5CvGesgptN4dTCylY3B+TYnr0XWi6r3NVoJI9UpPuZ8hH3wgA0MEDiO86SO0YjkMLaaIYNM232erhK4RE3NxWGJYHKpmpBlLEjqbNRM3Rf3GCadWyKwTd8oDhVir6VyFspLAsRLO3qcNKR+fq8xrnOkqm2/yPBXX81d/Dt87iqLv5dJ/5ofRf+aHsf9//yvI7jpfJ0SewQ4gCCx7TG45ExQKNWMovrxAXU9roIJM86v/1yXt6oaFJFVaWBNweqVLfvb+6oC3bxaNYiedKTWdHIYU9ybRWiGYvGDywGJhYIyJSpXjmMDAjNuDw2oQeD7B3OahKhNujbogJe1/M2dUlmvtclQ3mc7QJFR4X5LgnSrP3ibqhpYgVFNSwVQCao2eVO2n82NeP8EavkP5pf9UNedPBPDXrTyry9WZBRW88jqQQjUS8DyIYrLOWHnrewSSgA4BMASLPUgUSbJYj7WcSPEBZxiurxh9mbDiLUDAGRX3n7y+06QhQoETIblfgwAWjih9nJVzR3kq5sUYFUgAiDvhXkukgBjR4l92R3Txk5Ddm45K5XZkvVoRjIQMVZvPHDlx/hoL6uqYvdhdayHWggIDlkDWIBwOIEOwJ2JhSleKS2I+j4yB7LZ3PvOdlg8kVNy7d0+JExF+9Ed/9Oh3IsLf/tt/+4V17qNUPvUKxUzU+t0YYLk0sBHBYpwEfUeZOM23iiJJCdZLzeY5TsDVRpPDAYKhNzCGcLUd8PJ5yIKJMwHnvceBe/RmzOQrETPddmo+zFY1aOAvATFzds2Eat/SoWBnSfBUY5P8gdWTU030BdECRJhyqlRt3xnOMHyeBT4TckFHAQsbYlAXZ0hWY7jijeYspF6r9v9sRgs1VJxxdRNSFKXyTJqP4xqUAK1pAwFwkAUCHDDTmAPAgB0GjFHL5SEw2OAid/kUK6ExAQZAyCdq77fooskVMXAvvUlKA02EhUNmfFum0ygxjVlWk9CQCoMg3ZCh+ihMykTnw07QjRuwP2BaXALGgPwB3f4GCUL3sLwHGc5BEvRwqDRoJyMXJPoVE8HyiPPpCWw8/A5uBW8XgGiiugQRyzBqGUEKlU5jiW560be0jpXIK6ReFNX48/pMhDrNZXKtIlLEjvQ5Yr8LB9B0gKmFBszfa2wqHnDky+FcMrdWB0NVVxI5sxXiWcLLXULD/J46c7cA5uJjZdEHKebBG/Dfvs7v+fbyk9hcfhogggkjFvunuOpfxRlfAdB5DiAc7DpCQquFzVByKy1rOOVlt0SgiBxVe7gXprGWrVnzBtABLJITt+XzJi4HBUYAVu6AjV8gUx1Ren221LPo3ceAcwRmwdWVh/cKkZ6s6uMYYCJ6EUFwcW4zc7M/MPYH4OqG0DvgU68JFn1ZjodJhSlnJMK9Cs76EctOYUVv9xZvXS2q4GDNs7HN+Sfr3VWucRzsYgCWi5KVuOz8JACoNcTWhB6kZ0utmwBm1KoV6QmaYbs+fwRNuhEkqifRWl+spwwH9SrYY40uQsqSYXR8aJ6mPMv1+09fYocrmlb3ktgXiHFotneQRW25PfePsTdrTG4JiGA5XaFnPWe86bDtzrX1NM5IW7I6TaIgW81lqv9y8y3c334LBIG3PTbnn4C4Dh4We3OGpAFNcg3DZHAZiYKMlw57ewYrE9bhCpZsMxccZydPOxEO/TkMewz7q+pVlBMo03lRWHFerAvqXkTmI+bTeSvyZgoYHn0T4/032sD5+C7YOhiuvENEgMM+ftR7zHoNWi413jEK6f7JE4TbDcg5SJjBh1ZFRMBTKIq2xJP1Dt0Pf/cgZT9QTMVv/uZv4t/9u38HEcGv/dqv4Td+4zfyvy9/+cv4xje+gb/xN/7Gd6uvP9DFGNXupLJamkx8iAhDb2Bt0vicVqMwA5ut/n16UwewEQ6jBs6dLdoERp4NNlMX3ZPmmbWUUNWQbkTqXlX7byY87TZwqyXqKYkbUSGqqYay2SOBpKSl17uSeTm131nO8RiOGENEkkgJgwAVKI6LzP7Fq8qRxQyv6Voh06HKOMa1h6yUmhw8ehqrUWkG8jSmBe1BYCywQ8FqEHQY0cWYgYTyYcFYSgr4pAiJl5yPETPmAp3f5YzPLhzQJ4FCuMQuAMeB0/G7xgFUaylpZ2Lm0Hx7bd7tFqhdncT1FWpIJV6xR7e/Bjjo3zJrGHZPQOyxvn0XzheEDQoTGAad32G1f1KYefE43z4EWHA+PW6yCS/8FpanRqDQ31iD4ZJFIrl2QfJ8JEa8XQ2pm63/BIlvzMepmDCe0B4SGjcjMmo2j/PVNGO74q8c5z759Eqc+yYp1UzgkWSGp9l7nAtFSXhMRKESHPL3mc9ILSrT3Waaj8uJsrt4XYVqAPvVy9jc+0x+J2w6bFavAoawNed51xzsusApE0WYysIQ1VQ/MVUMe3Qds3vzhchs29pFkNp7TbSOvrK6xtIVhsUzMEULQeeAly7L8xcXXf5ce1OrkldwfVsCu6dJImqTltETvvl2UULtpzJazwaBgXXvs0ABAOsh4LULZb6sAS7XAcYIFkMZS4v+p/ETzEDf6dla3LPaaeo7ieePVBOTNNTl+wmK0ZRkBy3btVEdoKaHNuaNMghJqwGH4hZjKeTHvR3gqctPMwwOZqFMqmk17hkFbr54EvPMAbbOUwSBC9ORIokALHkDyyMW/jYLFABgecJi2qAPO7x69dWsYCEJINa4j9fe/Z8wHJ7mtu9dfQ2XN9/A+vAeHmy/mc9ZG0ac3bwJEcHOnOV9kcCzBCpEcIKxhVX3v/hiAhw29hJChNv+gQpqRNguH4BNCZoe3RLBDpi6NcZuXd4EUYkrAcH3awgIvDyLoCXtHJppCzPtinIpTHDbqCRgj+H6XRAE3dU72cXKPn0IGqPg0A1ZeNEBTKCEsjen513aY4TuwQOYYYBdDDAxRTx1DrY2vRmCW68gNZMSSxj9dzP33QezVPyZP/NnAGhm7U9/+tMwJ/x7Py4frrz5GDCWsF7rnJ7KXCqS4zQr5re9hwV4cq1apHnhAAzd3J+WMAULZ8pmav8e5wRIGpWkPUidSFaJEEWNmgcrz5QDpLB2VFok1dtYoyZDkblmR0tvAkyMJyj9izoGQRPzerf3SSRaIhmRIllVUjGYw9/FnM3CsJQOd0ZHHgYcoV3bdvNhSLcwEPSoEC1qLVnUngOCjiY4PAU4IOldkqBDrPPY8QHEgPhtzM4bz4/KnN1OAOc2hSyIGHDdCZchANZlxlZ7hON74qRKcvmZzyxP6LdPTjI9q5u3Icahu93nw4OgmPrcDSAQhukWagXTN/Lg8BZovhhEsBhvMNm+Ify6AhngVpND1RiKtr9ov9rRSoyHqBxB0mLmkAPx2rno0FhG0jPRj94IQ8yiYUnEtj7PADT5UgXSX7+Luoft4E4rG4qJUaJ2trZCnEDKqvseC988Ol33x+VkOew2CA8+gy0zRrdohUEqihQ2Dhu6PKHBBhD3Q7FUVHQSyeZZHpo/PqfziTmuf6v53Ux+oLT8jdUTbMOAb17fjwnLCiOu/Et0X7WnzyugDPvJVcDTq4BhMEdgJFMgvPWIcHE2H4WAmdDb0IyFCDhbBLyUAnEJ2I1qobdLRAUawRhBCAp3qn1Ua3+LUqV/EzqiJptlpATExTIos5k+hTqU7ig0vbw1vb83x2MREfQ0qoI7AnDU0zmHfZ+6FSauLa6CET16nsCkJh8joQhO8UWkaD4DQFiOUAJTP8EeZGcCCoBF2MAmoaN6pg97rDfvwo23WL/3H8HkYi4fQCaGG29xsXsHwTi1vrFqz7lfAP1Q6DFUsFhcv43bBw+qNtp5ndBjgqC4BJYFHNDhyj7AYCZc21dBohafjX0FgGj/qxcwLu9hHM7RTxv1xhCJNnBdWLw6PylQQALsdABkD+xvYy+VxrrH30KdbNBygHn6FhAYCCNof5uR/9TjQMrzxqh1vxbqZoyUiMA9uA+z26EHIMwIuz1kmlTIyN2PLpRhJkEYg8Pv/mcMP/xj+G6UD5VR+7Of/SwAYLvd4hvf+AbGsT24//gf/+Pfec8+YqWPb6Je8CkJj0Dd8YzJOVFgTVQsVnWICPZ7hg+Cy4sTr5ZKwFtxs1J0pVMY0ar5DdWBeFrQmbehWP7PEjiLjWL+eP19Zi1sxjnXsLVdOC2Gl/oKVkSCoi1OMoCpPpe+zrRLkUArPGMKBJZobYj5MgRICW9qGEigOlS5CqwUiQHKitltJWi9EeIuCWWQiCKVzcJ3zcSpuUGS8GISOAZRnViuGnWWzFqnpKM7iQDbAVXm6HwvmQZ56ahIEXKVFnJ0zbIZXzwFItuwB5tTyYdCIc61iV+iYIpKgDiBsCSJ547jIrTm8vT2yoqNsUTx8MxzEzWAethxM2fZNA7MF/NpYUBm9z3HO76LxXnee+ZCS/O8/VBHxUe2GGMxQUELhEpsBJBcKAUTrLJFAjARevGz13yKcU2/zGlSXeIeqOUYCXAyanJJckexHPWTMrtych3pZoKIYBwTBOqz16jk547LYSr9rsvgfExo2p4HScEGaAK6s0EwBYODJww9IQQFQUnKtWlCs4eytVwE1pa8RtYIestRmVWS27FIViLVwty8X/VYDRS9Sn9mdDZkz5hkiWcQnAn5zLlrBpvfTrgyBdNjEokQ7nQEzlFOMQJSbosTbQiZSEvjuUVzCiHHfZEAu70GOZ1EWyWh43e+Bdy7RLi9hX/8GGQt7P37Cp16/yUVKmYt2BNq9LTedM4AVG7aRzQs7jcmzfZts5WZouBhsuXChhFkDLxbwPlDhDGnrDjKn4FmLiiUpLH5TQjruPwEcp0yWuO+WJoPe2CxaOePOdaFovxBFGaTwidKzvnE9R6830G8Jm+VyStcLCIvEAVVvz/k6/PJNIvjc/RFlQ91Ujx8+BA/8zM/g3/7b//tyd9DeAYT8XE5WT77CrDogDGuVWc1Q2nSlDhbrBQuChZEAHtdQCKCp1ceh0O5f7Wq3HZYzdabvcFyqKgfExbDiJEdBhnVuYeAjkY4Cg2hLOhO1CS7qTO2UsYsqmDepCaAkqzwMOCImpQaae/Xz8dEW7+3WqD0fIK2O3YYKPfZ6psKbZQFkcw81gKNaNbPZG2pYWH7HGSs6EOF6SwHdGbkq+M6uZrZKkjZQEoyI4kwfxAgMGzCsD8J3dsyqSJQHO55EX0eSPkhImpTdo+pcfJrU4+JGu0o1MR4ChUoVKsi1gC2A0+7HIAmttPs2v6A1t5KLSJJRZwF0DgN8nm+iCxgBBQCPFnwTItGEuD8HlO3LnURVXMV12ypsbSd3ge5PK8C0mzbua+VllYizhcpghWLgw37OOboWkVG32YUdqpR5zXUsG+nBAsC5kkon1VaQS9dq+d1/v/ye9toqa0u7sEnnqsfHxctw+XLuPaPAehsjhhQ5tcBEHjpyjUReBJ0iDSXuCDcAGjZfSoKBiTrU9162gNaLwljLddlLcoBIy0Q6DhAVZI2NDKg2zBgPUw4bAco3VDaqO61jNvbcuYciSOJ8a0UB9MU0HWucZMiIuwPCpO+WpStYEnw6tkGjgIOPDT3c4gwpI7hDNBbtVYIrNbdAUMHjD6iSkVSms7BxCB3rggYg2P0TjLT39nTyikDIFRDTfD/6d2U2TAw8CBSZr+LkKvFwUPQU424WN6qxgfq+wtk4RCqt6/P5nVBUHQwF3OVxHfuopVWGe3CCwgZmOiLX+94JnW9JCjIByc6TSkTOBclUXUY94/ehH36LuT+y42rplw9xfTV/4pwcYHp4Xt6u7UYrh7r2ri+Bv3Ry5JhPlp0LQIW4xX23UXF05eTtdiNk3NgmReJ8z5JREsjwSQBPUYIgIk6TDYy1MJYWAaE4Z2Fdwv04y2cP8CEKcfQ5Z1Xr9ndrVrnu0Wuix69DUxlXqVyJxVmZdr8BHN+oXuCOcdQ1EVEFBij2dS6NvgwIlxdNffKODX7SUQwXW+OkublYgyWP/m/Ov3bCygfyn/p53/+5/H06VP8x//4H7FcLvHrv/7r+NVf/VV84QtfwL/+1//6RffxI1HeeqICBRAFh8pykbKZps+AmpuNISWKhrDbSybuIoJ33j3g8eMRm03A9bXHt769w+MnPmtKEqMFANupQxCLx/szbPygBCn6eSbzsuIteDgZ0fEWHUY4TOixQ4cpJsoLUTsDdORhqTBVNdOT/FON0TiC9p6Wv0ruUjm/S4zNSG5PQkm4EDia0BnVBnWqj9D+gNHBx88AIqSiRKk+jRHAEdxiOhBSvwxxfsahzJFFSHqgRpwpZw0131OGD8zuF7LtZ5GsuUmMa/0MxQOEhJUZj/EUJImFlig0cHWtHPhlYGl2qt7UExNzNdTxFPmNVfeJ0yButj3Eaq4L7hYqXJAByObrtUABlD7mgzGN1BQMf+d3mhWVgzL4YdQ8KBLUhB3hACmEEv2S9gwQTdynYiBQYhOMQSDF/pckeKU66iRS0YIi5Eqd9VzMfPDSOs3jref/VKHZO3hmOfHOKpE7uXa0bZ9YqXe0FZ6+8xx9+LikcrPb53cRqEOx9BJEGoe6WAiTdDhwp0Jt0oeTMpd1XpqcGYeKdSAvx0irKSooDBgL2Ta0CQL0sofjA4awRR+2sDzCyATLmh/mEDo8Hs/BYtFZwf3lAb1leA+8+xi43mh8RBEosm5CXVtYEIJaMDgIpjGAg8B7wfX1iMOB4X1r3Xh8VWIBLxYjPnPvGp0VXJorvGLfxYq2WNEWL5mH+NTwDlbdBJdQnQTYTbaZC2uBzhHGKc0Roe/KZ0WUSnNc8mEQSRYomnmttpbN8Xtl7O1eUvWaBr7r7AexqPlnk5ABmy1e6GoybhIEtejBlN9woVmEht5NbonJLVVbT1XcVWyojjHI7RqbewDUKIUCSFBFlbEqfHCAPWwwXL2NLhz0bH36Hmh7C3nvIfgbX0P4L78NYc4CBQB0Z6v8GYc95L/8T5DH7wEiYOsg1oGI8OD2G7jYvR1zIRU31bJvCMkxLAkbVdaIyhJHGGmBPS0VgD0JFEToMOnYqnkZ+zWYKCsOGxeyNBccgK4H7TbA04fAfgtcPwGmsaGojWUjnXeHPfj6KTCOwFgFF9UlbaT2IhAY4fr66HZyFjJ5hN0B4gPC/pAFimS5aPRNzNj/16+cbvsFlA9lqfiN3/gN/Kt/9a/wp/7Un4IxBp/97Gfx5//8n8fFxQX+7t/9u/hLf+kvveh+/sCXmxKvOmMA8tWs0CwaIBUoOlITdCppPV5de6DShG93fKJuRboYgy6Fm6nDyh1LzwDgxMPFpDOQSc3oIIA8RvSNNk6ZboYX1YDE43RGfCNvKQIvbZ6HxlJAJUmNwdxFQCV4Z3wmqklocTM3KAs+kUuj2vh0vJcT0UfuQXOUHP1Wf7uLFUxzgfk9dQfuYO5OX5WCUc4lK/ZJa8Wz6jM5f+vpYuZzd6L/MCpY5K7popVueAYs6Sx4Gml+6GjABMCFEUE0lqOeJysB5PeYXEKtOR5JmvtQvaEZW53HykJZECuHyoliDBBOvUugdbeaL67nERY+QJkLisCJw6liW+jkyE9ekemOA/DjcrLUuZrmO+pItiu/RCSnaPWcvc4j18KT+1uQMjGrm2RorKF1+8twm3sWoC4gWoXHW/6VRvDRmIMJbz+22MSzKoTT+yEEibwaIVQoflNQhYwxhN0uoO8N+r4Vrm63wHIQvHa2LYoeMDrjsTCPq1ECF/0e19MKAGU31nkhSi6u9blSPpczdf7cyeqa59K47i7SbL+8DvKf0/Nn8rlSx8A0+EUQQqMcOaqLCN6q653z+2PalOljpLt3DNhENyhlp2MbxgICLG4fxu9R6SMCu72B//3fh0xT1VbVtC0oYABUsPjD3wfdewBQoecEwfn+IUa3wra7P+tVdWa34nK8NlMaEcGjg6cuehMg93d+H0AtolMqlUJP71X/c+M9cHt18mxrEfqqMo4Q70HD4o6Fdnpd8JH1IrZB0aNFBDxO4Gm+39t1B2PBV4/x3SofSqjYbDY5H8X9+/fx8OFD/OiP/ij+2B/7Y/it3/qtF9rBj0p55bJ8TtoeoBUAUvKeRpMvimqxWhrs90W7cqo8uJdwxVtG2RiBZyVmF8NOTYeyb+siOt6sIhXcpWrt0wEm0MR3FgKfl1l9mhbB6MgtJd+j6E4ZESUKEB2FbEnxouZuRdBIwkcKxjs9D6l9Jak1+59a4qgPVCLjY/4MgtpiCCkJnMLY6lNdtNwo/jZFd6LSIqGftpmMWzBG08FA4KJAwKCIxsE5QDMHt8NGbO12JoHqcKnNs3cN/eRMHH+e36N/T8de3PVZb4ziwV0CjlTHFZlZUFxWfTaLWlAdgrXZF4hZUnXm+A6/8dRTab7Nxn9yLltTexpfMqPd9bwGP0WNmzEx+Pt9BMhT81VzQTixZ065UYEa5qPhhbIqlPJ7qO+razLL8+P+fFzuLMMwwEfGSulAlZxQdCUtSEEKbLSqCgh7WWAVbgAb9/wz1oaVmCyyYpQBgoMikhEzHMZjhlOSbrdlX0QEEw1gcuhoionpImpTsGBj8dLZiKtbRZxxLkJaz+rYbkYMQxczXVO+npZauhaCWrXXS7XEBwa2O4GzhDEY9FaVYB4Oroo3EQG2PODxbp0t+tbU61cVcONE8AwMvWb25qBQ61G2AQhwpggYgwN2kwEzYXOwOF9MGKI71MQGnvUdKrw5Zxcog7SFWmQtQxzBS4qgMIUOhoImhyNN3FbN3uxFV0z/ia0tKNm6VYw8lbw20boikiid7BCMwzBt831ygs62PSkvwPqoeJxG0GGrZ1MICA8fwvQdpO9gVysMXQeePPZvv4Ow2YKnCWRNw9dguYpAHwLyye1VIVf3dt2c0ScobelvHisVTqBSnJiYQyM9zWQalMRCA005j3LhjCBo9rcwhx2wWEEOe9A0Hr2ckwJ/ZYEgMuoSZcpcSPCQcdR7nGvmKLtLGaOCmVUXZOYAQ4R+GBB2O/jrjSbCcxb9xRrGWrD3GK83JWCbA9wnP3fcvxdUPpT70xe/+EX8zu/8DgDgT/yJP4F/8k/+Cb797W/jV37lV/DGG2+80A5+VMqrl4Q/8z+U73N3uGcpnUWArrNYr5P5lyLBL+WlBw73Lt0RcSKoLykiq7yZBggstrxqnrc8wh4F3EreeBYKg6fta72OWBE3cDeWsvJWd6nuJLpIlXY7YnSkLk6GFAVqMClYtuSAqFGmatGhZvTbwza5RpX+26j1ixSm0lerK1AQl5MDAqoNGTHotMywWUx061FWQcWojkd0PGXhwYqquwnFsBt1JzCYB4alQdBscUhm5KsrcQiptmryj2a8jgqZzY6xaEnGsQuHnAiEBoBQmdtLX4DiDxDzY0S1YRqpKuw4E+nCOhz3nQANiiUCmypmI98Q39+sj3cLYDqXOeSajgWVfGSfHHcSipKbXNSoGXeHLup9SnrPMsOXepZaVdrICZr9zX2samz1flqH6Vt68HF5dnn55ZfR98p8W4QjrTKB1eUG6m5kSN00V7TVa/zsA0BdmwSW2vsspuJSak65WUWlBheaylDXjCRQgAhLN6KLuYEMAYML6Azj5UvGq5cRHtNSE7cHAIuFhTAwzbSlSVFWckPoxbN1QY9yFrg8IzhHeOtmnZPcbXCOSUr8xygO39q9hoktNgdVtBgCzobS5iEKFImGDJ26QwHq2p6ycntWuFwWws3exgzemtn7ybaHZ8LEBhMn6l2+p13CAIiKQKEkrLX5Mky2mLA4sETnouq1pvrTO0pqrfk7bPQV6UOkTbWiJEZ/YbR90xchA281o7vm8olrso6VmBWuaDsJw40bzZ2w3xRNp7Uw9++BjEF3eQmzWICcg1kMWH32MzBDj+l2C+GqDWthHzzQvEp+AuoZYNH1WFGtpMLM/8pSqu4zCDOPBEJBUUxXPfVHgDI5f9P8/IjB32a/gTnstHUi0GIJdDGj8PwMiEHSIgLxrZVBAM3AmO7hADkcyj1cnXkiijQgAjsMxdpDgLFWhQhrYNcruIszGGeweHAB0zmQNTB9h+HBZR6LXQ7oXv/kibf8YsqHslT83M/9HN566y0AwN/8m38Tf+Ev/AX883/+z9H3PX71V3/1hXbwo1R+8ocIP/KG4M1HwP/jq0AKwJvu8hqB3mOtYPTAauUwDBYhSE5u5z3j/gVhsdBN0rmysHsb0Nk6cIwwsQMLMKHHdXBY0B5r3ESotXSAxI2QgnyJMgHLe7CSE6wRDHxQn0bUREJLSvo3RzOp9rMiOADozdz9SW9MkH+SGLj8vLJ9mdwQIM0BjxnhLpqro45UOu3TuhIVLAa05maKdTCZBtni6LinQiSPngdAMulTralK4UZTvARR2zsu0IJSPyNJYKqyYWdNVDF55zHXQgDHGSADwDbPCylSCipEqfS8BI8602nRvFcB48nyRWk1pJiGujbSPp5g8C374sZxtBj1MwFoV0D8K2nmZmCdRHF9lkyt9dHLZOHk0K6H9C45HNWlFUgWoMoAPoCoob6Ps/ZOPE+zzhLVI45Vtf7DTV/ib+Hp28/ft48LrLX45Kc+hcPhgKdPHmG72QCirA0juYDM47eg2keyGkwroTBN8X8pNDXZTi0JjIxZv9rEEYlEbazSBo3EsGDj4K3kxF7aADd5DgLcEZ3tTIAXh8+/4fHag4CvvztAxKLrTD5zjCEsVw4+CCYf4cijXibyndqcCO7d62Ar7NS0/nwQEDl8/ckF1r2Hc8CbfI6VPcCSYOtV8RWYcPAGo7cwJAiRad9PRWiopiIjJmr7udX4/zl6lXb8eudi7or2NxZT5UXSClueUp9n0cSu6XOKzwtiFV6a2jMvUR99v6ZSp8V8RZEqipTG1MYVYCiuLZRkoXuoJWw0XRZs028ExtivMfECvd+iofNpBDEGzQEQUZQikgDul6Drh817S0w2uw7kCmtJ8Uxafu4zinY09CrZCUCdA/yY8yLVtMmKxzDdYt9f5rqOAFgijxR9BwpNg4UXA4cJHU0zmqdz2PHYWioAPVMiWEpzfoiAOGSBoinOAbvbhv4SJas0R+ixWfHRjdxPet/cIh/dUjRoW/t4ynul6ToR7HoZrVNtX8gShnvnEAiM6zD97m/DvfrdESw+lFDxV/7KX8mff+qnfgp/+Id/iK9+9av4zGc+g5dffvmFde6jWM6XhNcfJDjZwvCrYBG3hLREjgCsF4L9qN+SQAHo4TYMZc1OXtEvAgMQapL8FEZci4aZJXNkScCmmq10l5T1e2KtzzXmgBKBrI9gqGZZYiCtaZ9OPJEhiS5P88baFjQDbamfkBjkUjFVyftSTSytz+rpUuuB0rvA0eF7xMi9oPLMaqNvZbmzCDNSMZLPLJkYxXd6IoYitZWyijbm8mSiRRQ66pfJATUr/4HK3LQMQp1lulwHQtTWzbXzUn0q/08xJGUtEe6e55P5PD6IIDAbxZFm66SP7wettlLdVULqs0rZyrXaVGfxTre1j8v7FiLCYrGAsy7GNyUx3Tzz3ZIwLHsE22L4Z8onEgEJggrQwnBhhBgVGCx7ZTPJVYJj6lP8TrUy4P2XiUSSkBEqheDiMEIQeK901k+C3eYAAaFfVOhWaHNZ9L2B68xp+hlLEMLN3qFzQOcYj8el5vlxaBRho9e8FC6SK+91F7/f9knKrGeO+7ko5zGO2vvdnz8JsihYYinK2VL1FkSc6dgxRY/PEFC7qWoOIYkAI1miqx5TrTyTLQJp7hzHjM9Kq7KVX1jdf+6cvFPKDYJZLpVRJgArdaeUww68uoS4/qj90SwwUa/NCKKlJO2hIgwKFJnSgJsDobZrNL0TAKTcjT3x+8lClM+2tq7IWIWgc1RXFoJaKE49k6w7d9Sb7w2V9eg5aTH1nbpRRTcpCUHjPxY9wKKWog9ztjxneW6h4ktf+tJzV/rLv/zLH6ozHxctF0vglQuB55J4bncAnt4ma0A6YvTv+VpwuWawAG8+JGz2pvpdkwEZo999qH9TbcvLlyEm+xEsnCaUW2CLc1wXDT97TbYGNatONgbjRlxrh0n9e2ufbwEARb0YI3xi6nkQAxFS7VI83RgCy0EROUQyEpNBQG9K4KJqJoplISGjOEzZBD0/rIIYBDgADIeQ+S0bVWgMiSZ2nZt2++o3G4k+R7WhgGYY6toHqeFEswY5CmX5dK86WWvo5/ER1e8UW81qv6p/rYhU9T7CvxYAyjJnKV8HxfaIJ9T2CWFXwcdWfQFg/EETvaUM0cyw4VBpw4DgFoB1MNMe1h+05iSo1Jr1NC+urJ+SS4RVK1eNl43VvBjMeVwMwqE/L5moQUjWDyY0ByolrWzsQ4nPYBgej0RH4oIkJTCAJA1snAsJEWpxHnN0x7uE9gFM+WBRbq19R8/iuLT54/eSBAEBsg9weYhOvsujEl226pbdg4/dWj9sWZ+dYXP1OFJcRX2beAAb2zL7cW0sxysYYXjTYTvcL/QUSrQW4zWGlIdg/1gFjNhWMFa1vkTw1OHglkjUUve5hxWPiYaCkJP2moQo6BI6mjBKj6QEIgIOU4cpWLzz1OF2r8+erQTffjri+sZjvxtx9eg2k59h2eHBqxcAgOWyy0LF/fsOq6U+P3mJcOlR1KcEmS7Y7CjSUkHgEk9mjeD1+wG9EzzeAfuxghiNTHkNwZ76XyPdd06za4sIJl8EpmI8jHvbKL23s204R3Gbb638fGWJKGeFUiwWG3PkFJBzBw9DBJaU70bnRV2ACxVqU78VGigVYHqyeXhjQRLQSYQ7TUqh6nm2PSgckAAyiCc4X6yvTAZseyB4LB7+IYwfMXetFBHIbgd4r8x0dNPJ9OzeyxA/gc/uqctQbP+wfhlChOXNu0g08Gp4Fe+e/QiKJcIAQmolaUQBnV8WG2NVKjoY3ceCUBbYWIAAXdfe9jjIEutwrS7JIhrbETPZ1/SYREB+hBgTEamg9xOBb6+B/R60XOb3GzYb8EbjVcxyUeYiLhLe7gCjLkvZLbCqMwsrzxA4Tqm/yDmYYQAfDrArdVnlaYIcxqyIZh/Q/diffEa931l5bqHiK1/5ynPd90EScX1cThcfNM9DPZWLHlgNgv1EcIYVmYYEq4FxvsrbFp94WfD1txkUrQkh5m+5q7CosPLypS7eg3cwMuGcrpv22XZg8bARptDxFP0xlWIbCHrZYaJeiWQlWIw8yysAJY+TzDS1SGZhD5uhXQW9ac2HRJEpA8FAE8Ak+NhyT1uvJQbHvh91BtESIhMCXNZeJ1/6HAcRD6xCzpT41wJFhwkEhhWvrgUicH4P5w+AcYAEzSgaXZZs8GCn82P8BDHKDBMHZXZNhftdd/hoEHJ0pZkMKaKHuq3N5ktCU4dqqD1EqBA2MgAYxit0HngCvGaRpjACM6ba+gOCMKw/lF5ytHAk4YgT88oQz3G8MaNo0trNXqZlD8/q+50I8eSWVVxDFpVy4rx6LprEXzO3BiEHiEdyM5nPk7ZpItOtGuPCyM/SORqj2yOfc0mISt8TuEDtKpbeZlEKNH1trAmc322qOD3RPhnrOiVQnBJcTiSfCrdPjq59XJ6vjPvWZYJE0NEBI2vuBwN1BTHssRyvs0XY8oTFeINDt9b9aTrYcCgCRbJYVHVbDgiGIWRhZUIfCMF0cSuVO10YMbllXgeR7c1LpY+xGkmwCKwKlJudwe2+pdufeGOJ65vrRqAAgMNuwuZ6h3svneWmVyuD5aJ93gdgMAJrgUWn9HS7LzspcLvsAwPvPrW4d8aVQAGoAKTP+6D5iJJxxPsalrzl1ZLlfgqoYGWhrsGRtGaBA4LiaqvPJ5h2pnrfUc5zEKGa8i8x3jbmomhdOL04hWevaJadBcPnscYZKnmi6gxMcxus4oBZcOVeFbNKkYVDlbhUWM+rujUOMDLCPX0H5Mc8kVTn0mEG394oct5+D7NeR9x4B5xfAs6Bl2dHiTS7/RXG9UvYr19Cd7hBEHssUKS5QztfACCiis2UqLDMj0EQgKnTuCXhHFlRz8vOrLHmWwgh5oNSF0RNnKp3s3EwxsEEj5IwFpDgQa6DiIB3O5i+B4eQBQoA4N0eNAwRaEXA+320TsTPXacITiFoBuzkDnUq31vKhlwLIvk3A4oB3kmgEBFgbLOIG2chj98CXnrtuP4XUJ5bqPjN3/zN70oHPi7HZTuetiyuFoKuU4bJGsF60R7+ScvymdcE19vC1O+P4qRbRmoK5bOAsDT7OTujWgkySEGnR76IUEQjK3vsaF36IyeYI6hgcDzE1GcCmcJCn5JTLXHOSqrk8Q6ta1XUfWpeWflujcBgAovqE+fm2PSt7Y+60PQ4KGEmZHOmFYYJI1a7R22TIhqYFoPC6jh2AVQLH8vYLZvvpzXXx9eOZp0q6D0RZbSlyvo8ZySjZYRqOMKZZpsA1ezwCTi9WKebdievgzlbSBJTDgASArjrU+13jBcgYYjR+BwhRQopGt0PWUjFR0HSLlLWxs3nMvs3kx4Uab6aO6PPyKnnUx3ZSjMb55FgQbO/+Z7c2B26g7SPamGkQts6Ob/Hdcnu9mTtH5f3L9Mcjz6ulaVs8jy7aYcuHMP2dnwApe3FmpQrr4p6/8Yi8XpiMB1P0dWpcv9EXA/NuiuCeOwi+oiWs4ugHZYEo5+tU1I3I5MBLdqy302RhutznZsrkvT62YqjtVx5KT3/yhk2f2YKwHvXrjkfatehVE+ofq+9MQst1x+Hrlg5rGH0DWdU+qEZsmvXqui6S8exayFaWVISOxaTUQtFrCZpzUqp0o6XLibKq3rQEpDYTmGNBbZZC0e7mhCDnqMgIiXZJyIdqs+CU6ekGTew47b9LccDMMhauFdfA25virC6XAHn99r7ZzTMxPNDXI/RvYRbe3Gk7DnuTfuZZlnX028BHVxMsqunP8+qJjAcfIzpCHaA2z9Rhp2qRSCi501SglWxm9Lp+UxRYODdiYR2hwPC5EGm5BpL5jOphAcBQBHg4WQhApl2/gCUYKWqv0fScyrGgB+9A3zh7ma+k/KhYio+Lt/dsuznDIOWGiXJVGa+Wu4GVMOyHjz2k1Wz9Zj4GL2PuWVGCp1X5ryXndY623wUGSAmi2CUKBWnjdTjSEyihqEFLoztxyvOBDVr5/5zTiqUNGNChEPo0NHUxqWmdmbjr9khmrXe/lbGPD+8jknq3UXtGRzx5RlOPASmaDqo1Yzk5yoNYfv22s8kAgRfcjK0NvZnlsJ8SEyQp7NlOGQNu4BiQKiUBEn1ZOTKKo1muk9w8gBq5+c5SuRHhEzMyBrxsCrc8nlhY7PFRf+WOj5sIfaaODCtKpFqnZ04yqK5PB+K9T0xOZ/2v3Lnyi5JVQxMnvP68xwG9q6ZlLwu8n3RvaEIOaeF47vXUgtBCQA0fIz+9GGL62ZMwgm3M5KiZKnnPWlps2gY1zcbpwkl2cJWbirKF5camEwTO1HqwlFuAoLSrhpCgqM1eQwGO+9gbdt3ZsHNbcD6bIHXP3mJh2/fIEToymHZY7EasN2OWKKDMQZXVxNELM7OEmSm1pd40+2e1B1JpSOI0FHsQ4JWFwisUXepBGpSD0mkMJr1+afn5ymqm8ascRqmsi5Yo/9OtXE3KZ6L/YCPvv+W0nl0dMqrhaPamgx1rTSZTNSUhpsEstpqrbA7QQ+r9Ufs0YURepJFuPSIdHREFVjd46Q6IZs1m+rtBwgL+OwCsjoHhRE8nCH0ak22/pCVkgIgmB7b7hyWJ3Rhj9H0EBF4dgiicQq2EtpOndmCeQyNZO8FNXon1yhdU9l6LclNDKDgMXhNoMpR6ZPGZQ8qUKEbIH4s5/d4UCEqxS4AMH0P4SgZJ9ocQhYGBMhZxHX9FPe95yl1TK2kSUguKSmLtzUqaJw6D5lhLh88V1sfpnwsVHwPls4Cr1wEvHtd3Dk6GzB69SU0BAx91PAis/EAUGIKQPEAIPRdDESOzIy1CXxBvw9dcX359OIdODAsj+pDGamo4QmGPQJZBDcUJrMx31LMRIyMFEXRNSmZaFmSn6yShc5yhvRzGZJPIs+qGr0AiyAGCzlE65+SzZrZ0pHUR6vk+zC7XmYrP5iJU4h+rFLdfRdbRpFwpeJyjg6dB4bRxIT9BYbxutRFx6dTrr+CG2XTISFnZF9PkwS44/6cLMzRtSlqhXyFeBG17elpI4mVjPVzTchjqbXbBO1T1N4cHURUYH1ben98kAqZHJ8hgGbdjnWkuUr1B9Pp7yJI/q9qubjDonPXXFd9KQJhnIvmzorRjwy7xl/4iK/erhMV4CrrTXL34lCEhVPE3lQL0dgYM1LdOxcqaytgdUim52WOPNWMfSbQvE8xlx8DcHzYslyucJ2ADeL7Mewzk2HDmOnd3DrK1GLmMxlQ1KqCKAoNFnbawkCRyFKyUYBUO51dCeNjKHSuXuPSXNMHJraYgsHtpG0u+0rYFcHjJx4+KKT5vZfWWJ0N+Np/f4hh0WN9scxnDoEgLPACPH7sNWv2hcstQ4DrLWVAEpGyo4h0P7Ioz+QrJb6PcaydqxityjUkBfk6i+q3Ek9BNAcHST2S7GIMKOxssmS07k9qqRAQmCULR3qvzIii1sWwSq8EcK49aSyC9iedS7k/VmkK1fRf4BDyHfX7LS1GZydRGoeKMScOWPhtfkYiLTXi1d0n0jZCXHfBQ7oeFArNA4CcZISUWRfLCA9eBoYlQITJnoOHdV773vVwh5vo4mtwff4JBOoQbIfRLCHUYfIu8hC6FlgcHIWGLyhjJDV+g2LsaBK0ynA11iRZzaQ4gRHgZASxx+rwBAWuJSp9OKDbXsFEi7sYB+otZNwBhwNw9aTsoGTVtqbyiZO8HlOQurE2x1bUbm6ap+l96HE6C1OdIhWkWXWfV6FGnAUzw0TXq7QvzCd/6NntfAflY6Hie7AcJgGHCfcWioltSNBbxqceAJdrg1cvCE82Bm8/DXh8o9sDkQAaAsaAnKgnrmsAqIhuogNKzHajwRsXW3xyeBdLN4KY0YcDmCc9oISjBhcItgTThmQerP31sh2itCWUqWNG3m76QgyIyVVRW2WsSwO+QQke0RYNQ7yrZWpp9nz5nPaeJJovdW6Gssll9reIM5FBT+2TZhvPLcX/CVlIEBgJGhgsEb5VCOhizZIIf7xO0Z3HxCDpqvecWp5ps4/JUPq9BPSl76YJwK3FMv09o/1kTbnJgsQRolMqMTg6uTI1fZhp0fKE1YJFtlAgjn+OEa5/mSzYDQ2GeBpBMF37zPHo2i5AkPJfEBS+sD3/EzNUCSTJ4pM+1/7s1ZhqIW7en2P+ZS60lbaOIGPn99fX5laH5OKG1iG93it3CxTHQmp49CbwIz91x/0fl2eV/fXj6IYUUX6iBezslU+iX6xghDHtNth/+78fPWslwFNZ25F6NutOrAPzACZEK3KnGm5K0LXH79mkddG47Bzv7cFOuBqTlYqaeIrDKA2DT0QYFh0uLpcwySWECMNQFEypXF15LJYWSaG7XACTL2dC6XPFBOO0m3lgQKYERhLPEGrXsA/lWrKC9J0yZ4kH7LJOQqozqLTvA2ANIbAqglNduq8VdTFwDJqOcpzqE+aQzQp/O9h06uhfR5wDu4/PPwHDVEInNecPWrlx9jnkdgxPUCumgQtjey8R1Ik5wBiHkMEnlNWm4QzWj5BhERUkiBNBwESRKY5S1SL69APglOOmWmvTcI7J9Nj3l2BXWfKIEDiBqpQRiGgSRIgGXiflaZCyan0wMMxY2nF2TOkECYzyGlAnV0KAEa/xoNO2EihKX4kDbO3Cm+Q/2wG7x+VSVk6lx+NZnhRzpBCzhWRX+7J+2SyAm52PdUlScjqP77oPUGFjZMCr5SUJIwDgf/e3Yf/U/+buZ7+D8rFQ8T1YkhDgrMDZwqDcWwGfe1UX4HpBuNkFPL1NzMucBda/zpxkZaqiC21p91jYRGQScxQJXIKSTWbR99VuFq1y+t5am6tfnrF/2jLToue62ktHT8kJaMF4ELBoNkuWlo1KDFfD91JpsA0IL7qkukt1twx7ZSiMyZm2NSBYk90l383sohTzNhQyVQZauyycZhfqDlAbJCzyvvcnxjmPpdFyVgzrnc8fX5NntJtvV+ny+D1kNiq6PM2C/PI9x5Jo26/666z29no9lnYwzaHzfnN5qg/xVea3+ax9REei2Acr6VBMMmL9013P3OHyBgAp38bH5YOXjLI2i1taX9yHievZLVZHQoUgieRlD9xV2Bb42B33GBxXSs8olEd3VIMQWUyqfj3Vb4C5JtxUueDilOwJALCdnfFLdLTWRTR4OpX9+BxK2rubxDgJ+igUhCBwLmbprnI2hajvMkYFGGNUoAissRdd1JcF1mR5IiqMGNJEf0EA9prxe4qB3y56aE5BvU1ENKGeqZTVx2RTFYCi+K8gE1116Pl3/PFpc7rUNIsSRCwRID4r5YoyaP4CkrsdZSWFEKnrmG3jDdJ3IQL3i0rZU5KeBnIxFk2VbPvhnirPqsJC8CcAXNJviQcIcnoW1F3vGcl2q3mxiO6pDBg5jgsEUILSjyvIRZI/3nOUeTqAk2fWHedrThooRZh4P14sWaul6h8ZC5nef44+bPlYqPgeLIuesOgI+6ksLgHw4LwNxnnlwuBbj4plICEgdBZYd3vYmBH1m2GB7Vhg2IhSciCtuXPAe7tzvDG8B4hquPa0xFX3MoQUjm5Nm0p693AyKZqCKX06oMeIBbJmQFKQGiOxwMXfM1FaJcSqOylEolW8Rmaeylj1wDVVsDYyw1bzgwEl4VzlSYOJOz1kayFHkrdoQu5IbLvCwaofbm0dUM2+0iWCQdTWxLogAVO3xLUdYJPpWgTdtIXYDsbvFSM8wvOaMGGxfwqKcJLBDe1g4ueEaGTChDn0Z5mLiiVPTA29D4NSWRpS8HF290ntM6OOo3jfHBhW3S8kRHQRadd0soIQAAkB0i2gbh22jSPhAHaLqJHTvjFIoY2bg6+IDCSarC5g5ko1/xwFVkruTbO5OPW5CaqdWQwkJxybvwsqiF5EkDDF6ydeRa47BUKWsR2XWvCc1UMRoSW/S4HIiQMw1S8cBZE6DBQwl6/e0fbH5f3K4uwCu6vHzbVuscoCBaAHvV2ewe9u8w7d9+fZBdXyGCEE1O89sYBSvSsRpUP/9vd/GD/28mP8+EuPMv28MfdxoCWAmHWb0loXWExKexOdJs0o/d7hnsJsEyLzrWiDVxv1z+k6OpK9RQS77YR+6HBxuYC1pxnEvqfqGeDmFjhb63nRZN3OZxYh+BIjUWfnDkFwdeXBLOAgtQcgRIDzc03kl4QYZ4Hl0mAcCcsFYbsvCprrjZ5H984FT2+BELT99VLADOwOBp0tEUfWCu6fCW53HV6/73Gzd5nGni88LpdehRNJ56+gMwGGCF46cDA4NxtFJ4TJSrB29Ol8r3clRTARznqf5plM55D39jDt1SIroky0RBoZE8tKVGoB0NgHnnK9xAxCAK/vgacD7P62tBOfmRZnmC5fy3Rm153Dd0v0hxtcda8gxOzdC3+NfRiw5zPct1d5HVxPKzya7uk9Nrkq1SRbqrV2SiBO+Tjq8ZeZKa7KBEJxAV4enmCxv4LvKouKCMAe/dO3ga7XfB9pvEQAB0jfg58+0YVFlAOs2/WL/FlivAOzgGyyWtTSiWTJuk50VzLQ35Eng6LQLu2+gAjkMOrnwvBBBOg+/0eO6npR5cNHNX5cvmvFEOF/+OwCZxF6z1ngi58ccLGawc+FuIkAAFxBqgmcKYzfJ+7tsR5S3IQ+I5E5GjolmHvu8bs3n9SM2jB42r2K5DizoH3DhgpZBIruR9Hv28NixBKZDMbspnMBvqoFkappPgrUPFPSRBSaZeErWlES3Gm+C9Vi5KDGLFBYaJaL9vrEFoK597LWlxmpWXQjZ7/UeixVDVQJFNU8IWpm6qDcqV8jGAffrcCmmH7ZOByGc7CxRaBIk0alnUTc2Lg8jvpfYWKP3aPY9m3P0wSnfynQ64TbREYrml97nmI1VkQqIn/MTgsoTCVgu2KiUwA3Yh0CREjjmvWNhDRdIbUMWR7zb/V9QEoipoKeDYc8D8Q+AxNoMPakAmREtGp6Xs8fAES/9vw+IrMuRBGxKpaEXlV6NdPGPlsL9XyFjhBXclzMvN9ZWJR5DQoZ/HH5UGVxfg8Xr30yB2f2qzPc/9Tnj+4LcaMLgH23zhmujZQ8KUngBvQtbcKA7dQDAuy5x//36ovY8hL/6a038N+f3EcQwhZnOECzzFM6J6r1ENBluhqiouXJeIFJKqEHyHmDFoN+txZ46b7NwDPWAC8/cOh7g9Wq5KUAlNlJzJExwPrMNdcAdadS8pMUG2ieT4VZ8jXvBTc3yignoSPfF+Mt9nturCI+ANsdgxnY7iXP5VWVFPnRVetqtdkBu4My/HXQeAjAoysVBq52rtm7N3uH0beadxtdlHMfYXDrV9GQyTO3rUINKOZWQvOrybGL6Uqbm0ayt0E/bVSxhchzx2R2NgoUkOL6qjSzwLgToHCoiR65HtwvVbEXY9+C61WgSC0TYeFvQRzwtH8NgUq8296eY2fPcJABV9MZWAj70EWBQvfAwXcxDlRn4BAcApsqKD2NMSkaBZYCFvYAAmOFm+ziRyLooDk4SAJ6v4ngJIzF4SlWu0eacHLaIZ0NNB0wPPqWtjWNoJSEThjY3ihq025fJFURSMycrcntBDL5zNzzOFZ0ViAxW7Yk9L/6t3QOp7qAZ1tC4pnH9TPM4MPhSKBIdfFuc3d932H52FLxPVoWvcFP/NAyS56nytVWUSRMJcEnL4v6EWuAT97bYwwGT/cDgCL9ZqFcgKvpDF95eoaX11u8vEyLTlprQCxMDh69BgISRU2MoGiWABUOCLXsSqRgh3V/1SYwh4QzUbBQNIpROjAHDGaqWH/VvLdRAlWUG6q6Ykgyi539Vj43Wjc6vmfOCtfzPA8JrzXeR29PKgzxmSk02Cop1Yk+1v0AkRJ1YdiENCQCNW1L7nXzNFFMdDSCqgDr41bopGb86Mr7mF+bl5pjM2wm0EezHJnv9jkqbyAKbp6s4nlXGquCRlYjZQmsCGw4NO+HwpQTHgkENlp8JOYAyActl9U1X1V3XQegAfdiQTyptcCaCKM7E0StK2NNh1a7Ed5/ju+wUqTf7l6XhaGatzD/zjeP8XH58GV9/xWs779yJz3nEBCmEXBqmQgxgR1QlAO5kAGTwe+On8fvP7oXL+pbFBF0nWDrDf6f3/o0/vOTT+FPfu4GKzNFwYBny0s/TOhxG85zXXuuBfZ4roiiQHVO0Dl1ARqNwWuvmGZcn/n8PdxczyFRS13MwJPHE5Yri9Wq9Z0/RF520bfPECmMusZG6DhvbwOmKTFSd0y8ILs/1SUURfUxsy5lXuq+zf+frgsABRc5bud63+Fy5bMgYY7OUkIQVympOcZjFEph5jCoVfussCrosYerEJXSHSaM6MOhHQ0RNJEcV/fKSdqWS02jiMDDGmF5ieSmKbOYttx+DPpuqoLm2hoDsJMVtuMK++BQtypEOHAX+RQ9041oILylFh0LYAxmzHO0xg0cAs5QwFHAAssHnG0f5bMaoT4no/A+bmCfvqtw73kuBJj2ivR09aT0cTNjzJnB+31DjuVUEFDsT4wTR/sAymJ+TpcqiELZgp8zs7sxCN/+A3Sf//Hnq/8Dlo+Fiu/x8iyfuc4WwpO8G4C7WQwiYNF5TMFkGNnJU9bkA4JV5498O08SXpgcYxHENglq6pJQn2rNf0H2UCHax4yiIpr5Oo9CAJADkfqcerKAAJ3x2Sqjz+jzJltrKqIrhVxK9Cmm1iaR739/pXshAfnpE3NTDRQnyHOs6QRDFzvA5jhHxp1FIgJVck06eq4w1+VgiNfJQGrGnlkPmhNWl2e1/0ym9y7mOJlr0TLn+cPJKosIZIRzZvPs8iTpDXuwmGgVISACDST3DhKGDSNAKhyb6mXm/cas1gmOkLXG3vEm7+hq0rZG5KcsQJ5aZI3LFZ49nx+41GJjVTjoNEvVt+qvVJpLEAHd8AL79NEtd9FzmqV/pijsnrIYAmqZfbxb1DXk+pMmfzkIXrpswYEVTvO4fXUl9TiETrMTQ6KTVQv4YSgK79K6PRqjjP5uL1l5G5jB0eRMBtmS4JxqoMOtWs+XS5cFBe/VnYkDYTFQdp/SrNqCaVJaNk2SoWt13HdNOFCgZeno/udN1tsKg8cE6vTZQTh4tdZn4+DRfiyf83Zrfi1nU+nqcWMCiu+kKC4Me3RRSdIE9xfNWdPXZysnTvY4HnEVOt3RvaZ6olqHKHQGUEEhSGt1GcwEZxhBDPa+qxR4AYPVReaZ0JkAa1hp/rFqLP7VGRi7NZzfqkv0fMjMMJtr0DQe530gUqEiK2NJE9XVOSbS+T2OSPmLSASw5nidJQtGZaUgMooIRxTjNOK5DQLq/BZNNQIEhnh1syNBRpg6Kmm8LKDV2fHvL6h8LFR8H5dPveTw1hOPUVMOIEUuAAWhIlvVoKgJvRX0NmQmv7fA7UEPiQerMQZ2Ew7BYoj3jdRjwFjxyAQf4d5GFGaDAN0ksRc5yLAWxLPmIW0XDf7Ts6eFp81cZ/zNUUAgi5E7rN0OBFFEiFgYBsIBljibqZXlpoa4ibSZj1sSf1rASCC2AsqWoUAU83MiInPwMfkkJfY1dGva2wlCUup7I/E/ynA966d2kmNKH0TN80yzkcyoUgkbeWCzhDuCSMxE7ze2OguorZOqd0OnA4oJZS4p9vWuuxq6bjvV7sds1Ln9yjxMpLYny6P66UahKQMwi6Y64pgN3IYxz43xI6yESgvoEWxX4imitcBN+zxnRgI4J9ub9ecUU5L7mnzUDVhOoGChWie1JvB5SjMnd9yThMm6T0Qx6FqQrGiS20/xG2j7IQL74JPP16+Py4cqRIT1q5/G5p1vACD4QDBOaaeHRY+QX40h4HduPoGrXaK95V0xA/uD4Hwl+KFP6PXbccCqG/WMINJ9Ui8HURDOiZW2AqJJ3oTgudDz/WRhSLDsSREKmSLYz/+PvX8PuiXL7sLA39p7Z+Y553vdR916V3dXv9RSg4QQQrSxhbBG2MIWOAwxM2CPPOMJzDDMRAwxjiCIATzgYUTgGQLZEyHCRjFBBGhsQ6CZGDNGYR6SjMPCWA9aCNFSd6u6q+vRVbfuvd/jPDJz773mj7WfmfndanVXdXdJ34q69Z2TJ3PvnTt3rr2evxVEVorJytLBMBQ8xkp4EgCMY4zII/QHh5PTBmdnHQ4HUSrkHMb+ANw+Qwqj2off9/va+jv1upfx6GBgHDy6VS1kdW1ZJwAAKCE2yTxyUpTy3IrBxei6j4io2g85WRyQY94THlwZ3DsNuRVOQRtX9XtktqgVlRjgE2DY494y12UACC8ER8E5jIsj2pOViybeb/KynlTBV8PumHhCyRsiD4+zEcNYZV8MuxhzBSRiVQunDDRGONS1WganAWQwgVZZ9I5SBYxjs8fa2MSG1nrA3jVQZHFsIhoToytsX0a5LNgXe7xiF/IqCWOzwWhWWB8eQJHA9DLLfJgHrwF2zFOsspyCcZB6FMX9c4BpTXNKBHfowdYh7q/pkZkCRjbOt411jOLdOAmJ9T5i/qdfwJA9kQjTnA3f96LcMOrnEw0SJGNL26nWaD7ym/Bu0Y1S8R6mtiF8+4dXeOWBxaMt44sXDB3iXh1rKJ8L+FiOi1GuLY2jR63UimhSYSPCzq5gvcXa9LLhsEmuWx8SY22KuS0sQJDXiTkhRcf/Qt+59kZkWkZ5ODdva2YNKq45uA6NtqjRnRguVMKWDZjSv7K9UrjPNbYzPCmKs/I3UUwcGI4Fkk7ntz4pB9XVFBQmMvDgqgp5tA77MgylcDe54J6OYWFivfTVtSWO+PQ3BIuFYKovCbMKmMLgMgCtoZyFH/uQUIyAr02gFL5UWE8DPKHAZSrEmGAfx4zS4jIhpSrvSgz7ImbocQ/WDWICNbEolDBNGrNhB/J9qBSbTI9hXPJ8BDIwopyEMLHyObGHdiOUkwqRrEyoPTEJB+CoiFMWwJd2+ESMcsMAKCS1B+V2prXGdt9GsbjO8zO9pGyjdKOHQodlLkw5F9L/XAF0978AfPhbrx/XDX3FtLn7NHS7wrg9x2ce3oEdPE70FawjPBrWONM7gD3e2J/i/nBWXJnXgVLA6QnhubsZnMLB4I3dCU7aA46aAZ5VyGMTYxIgy+Xg2ll7RIzBKgxWpUJ4ANA2jN5GGPDIQcW7sF4pPHo0R9NRmpLnwvtsDL68GLFa1eEv8ZzdgbFeSZK20TRTKCI5J7Ho3gu/jAoBBQjY/d5hs9ZYrRTaVsGEqEOjRZkYxlJHF0+IUtk7Ya0PCgSjHyT8i4jgnEcTkKZGS+hayYF0Hjj0wLoDDqTxxXPgbOPQGmA7aHTGY20GrPUBrY7Cc96fyj1LQnxDGNTsCcXk/bpmEojgqQErA+0t2IdQH/ZQrgeTlv3DOzEgxfe+MBSl/SxYzvPumy3vYpCyUAh1cYhg9QoHc4RRrwHiAJRRa0Sdtji4EDJNsoevaIT1ci9rY+NtAAA0HNaa0UWEypINFusgeoOkLgWL96EEGgEAKIzNEbrhSmpBeQd9OK8VCjumWj/cH4DtVZ7xYKzz2z3YjqCwkL214Gn+AiAAJGEtIigEVOxTlWIx2qQM141APBLewTsPMmL043HMhqDy9NEGD4kq3k+k/dx++p+g/dbvnI31naAbpeI9Tm1DePGpBp970+KLFx6OCRy8FFK/QhChaoNquWnI387MY20H36DlEWslLC1Wt7zeNBosX14lu/GynFT3/7hk3zym6MaPSpKCnrjgo2TsWV17v6ldBHcxxcS7WjnJ3pQSBScK0wwHL76aaB0jJGtd3Y9KEUficRV/h49KyczSn7U+Jl14n8TqZSbeiGvF2hT6szC3E4EyKVkFM1NEADuwyxuZB4B2ValmyTISoQMnXg2+xkJfjlOmPzC/ogo1+bp2hPIjPJrqcsUeigdJ2q4KCcm9a18KN0vKFZByUJiBaxKSKfQVF4n3voZVrGjhfuPcpufyNvOSmipeyskGVJ2z2B+DgtJG6bz83IpAw7yyS2taSbafHrmhd4G6k1toj89gH/XoGTiMHfaDhvWEC3uKfiQM9nHKLLBZUYI6jeTY4GpY46Q5JCOKLwwyyQA0JaaZQhEdldeZzmOpgpIoCKbX5ZQcDi4oFjU5x6FYcC5ENyUigi0KZjjnoeO7mQ3xcI6xKcBONus8Du9ZKnkjj1108cIizIxQ9w39kBOunRMFZL3S6AegfFNiUvdgFS52hFtHknDdW8LtdkCrbMWDi7uafY/IX0t7Xkm1cUulq8mPMG6Q37yVG4w8t2iCWc35DCnxcpUIeZPeCbKXD2aFvjkp7j+PJn6WpP/aS00kxXBjEVlMfmtpzMV9uRCSZ/Mh+zCDJGxoQQ9lUgG6PZy3lPvgHbDbAof9/DfnwE4WDFuXkJ2uJR/kK62zp4GWQ5pmidVpOE7cfMD1uRpAfsecBxOLAlKSIvjd1fLF7wDdKBXvcXrz0YCX3zzAOsZaa+xsqEocXZaFq6wWmvOLronRajvZWOQaTQznCSOahIDU0IiG7EwoEje6Cq04jD5Yn3iaoJb7Z0ayllX2F5Z4yUhacaq4Hc9zXsOo8uWq7zONjkNidDhOJO5XH4ro5BwSnrVVzQVc5c/w0CHcC0F5q2HbqNzRQjtRgAaCl4R9sVHkPiWYKYt9KlTktVAJDYaD0kCEAB1a7QxprupZQ6HlkRTjS8+CZYOBhElAGaBw9cfrRDbO1g+fpIxaoZATDLxmwI2zFHoGRDCP1YKBgHjjJxWyGeSGXEBw2j+mMejSfwwhy4rhdXMhEeRJ+J5QgtcFQjiZZCH5mCg+E/onG33xXJg5VKTlgMCCegPn6TVcb1ZLrsYlCseZKIc4hO8cIIz9uJcq5mH+yY3ymVxIYsykju8s93ND7xgNlvELnx/x1qWs2N2gMDhZI8HIGXLGynyn6YpmHK98Eo5Lnt9qCwZh9AZXdg0PgiGHk2YXcpEyjHbkywzCUecwWI/eZpALzxDLqyv4TFhnw8gwRsHajEZz8eAKV4/2YGasNh1O755Aa4LShKPjNnsWJoYZozNvcj6GQtXvEwAYI8abttXQmrDfWZydNVitBM3q8tLCmHI/ieHBcv3xJsvYRhNev8+VnClK0fxd855TDou1FuuVgjH5+ejAP4cR2B2AR1caZ0cMrTUebJ/ASdfj9maAVoxTsyse5fS5yn0vvf4UOJwHVSAfyttQfyFI4MrAKgPlBijbIxZlyysEs89xtp1ZpaKjyvUhpDTtuACAQXfYre7Ak4ZiCwedDEXlio3w8S0N6LnM1Yr79zQRW/rofQvPIzxrWBg0NKJTQ5qiaLAfscYGu6hbhJDigrcHLz9DlAsYg/HoNlbb82IoSzJBvJzgvZecCvYx0agu9b5IFNh51FoZrPJelo6PI2AEAGdq6LlW+SRUik0FaatrjyK8h3n2xbcZ65dPN5Cy72E63474ldf3sE4E/6hQALUWv8ALi/MYjXZQSip6lsv2yBygiNGjDQKubDgjt7Csg5Cd0TdicaW4dhuVLQ6eAwY3auuEY8LIOhhyQ9hSpVBEBSKnLkdXsWUd0KXi8VxlNBllWeDoShq9hmMFhYi4EV7XyMhyiwVLF+GdIIyO0nUq/oo5DG1h0Un1JArNhgisdOol/wXKxHcCV6FREa40xs1OR52u89EKVm8caf5Lobj4JxaeIn9g+tviRlS1XAwiXKMbzNi00kgZjMFqIzUo9ARNhODNKmxQRY0MRCWFQmhZ7j8mY1fBb0SCqjMdMdWbcVqEJSXovxw+Rbav75kdUpG4heuJg+AeRTeebEI8ncNl5LDFz1OKz0zpBKjARGCzys+yWeX5B8BG8NhZNyi9PkwEv373EvtuSOiTL0WFAtiPolAAhNFJcTVAQmtaHRRgmhaMYxjN0FrCMUvLviGHs26H0Rtc2E0yIFnWOB+OAVARq44E5xmXUWsYnckoRMzSt5m8Nm89sLAWOD5uE8Tl1fkelw93SdA57HpcPrgEEXBy2kGpGEqUzC4AxAvfNAHtzUpIkveclJVIEQFqtTLQWtq6c7fFaiXeT6UIZ2cNjo9jZe9cPTsbmkjmTQEAoWvroqlK5dyOKKPHcKs0Z16gaiNUbtuIgjJYqfEBEJqGoHRMKCZc9h3evNqAodD7UOcgTGa9n9RobSV5yDvsqeDZgKAulSeHh+lNJ1WsZ15ygCEAF76oP+V0l2sGkfDiCHcsRV0bONK4Wj8hcMehfx1cBDFMOK4lrcSQ1ygHg7Hq35CFUrU/RuQBBYbGwF3IoySM3GDk2gpvuQFDYSxqE426i7Mq90MhNDvwRxDBb04x3Hq6no9g8aeugHcHJOTIWvGChCRspXUus75EJInds7DUKQ9PKAdukddT11ZjiW3z0p4VuymUHWaGdz5VPH836MZT8R6mh5dZaB99zlWIG05mQTGOj9EqX/xWCMkQl6Qml6zJjg0Gh6L+RSTGyE2Flx6ZQBbgYvshkYsR7PwF9vRoKu9IafWoXxu5p9FptLrE6yaMvsXoPZrgJXAB2jYxJWZ4GBycThaddHXhPaHFv9HOgSp6pR5bHrVnhZpNEzx8YKqZUVY8gVnqfhTfUxvBM1D1l7wFKgulHP+E89lW16XCOGW3pEXQLQcTvBPpSpr8LeYh3jWHAxEPPWeWZOWDkmJQMHd2INCcP7JPFrGy0/K5MEvwWPYKhPXrxRJL8GKlK65JTSkFTx3IjcFLlE+KWTIUrHsJtz3O2aTQoAKD7QEJG7Bi6lz8KZSd+sZy0vQCTddkVIDCYBavWSSlJaShVAinoVSTZ+3bFXJuBQEXb33p/d3Qr5qcYzzc5mcaFQpAwklHL3H/4RVH5KxNivLhxKe8B3Rbc1UPjfuHExgVENCKhe9B2NpOhG2ycKxEcJu890Z7DE6Hz8C4l3ddEfDgkcWnf/kC3ouX4ouffwPj6GEaHZZavfL3uz60WxsorAMaIzCwngmH3mN/cHBO7mcYXQiJctnhGsZX1sWIOQ8lEUnOgwi3+e0q5wIIghcT2rZ+TZxjjAe+7nUN14piQUTYHxjGAKtVqEINoDXTV4+wH3XYpzT2flXsU/GZ+rTvpHpNk0E4joVg6/d4aNZYjVcz44RXBtrl4nbRvkxEkrumTDBecVYoiuc0Nhv0yoDDOVaHoreJ5xdnT/bM6F0hAtZmhPMjRphwr3n8HmJMTPtJ8Yzi596vMXgPTQ6KfDBMeTBpDCFcrKURgy7nFUB7AtPbqkV760nY49tYf+EXkbw4TSuISk0HjD2w3wNKiaKx36NcDMoYeOXr8CXv5fyFvRTgEEa1FJ/FgLWVMRGQ/YtWnayXwX5J+wABEqKVG4H9zC/APPP+t732y6EbpeI9TKWV6jpRvCKGhLtwAjZA9i+IUEiFAIekBExzMorfK4F2qdPpiCQxznqVKlonZIIotS9y7euOF0IsosBbMsDMjMrsCCCEXbFgX/Pk7PhZ4Frl+qUY+HgkoTZNxkEwIFgQcQgN4+DhCddRTCqDJAPHZOV4DsngyiQ8hiTLW9VC+yH7NEKgKcMkwThPX/Fgil2temTFDv24R5m2uyWlA8tPKf1KFOJZjQj13qUCSuRs+ByhEWvyFEPrGHWoXn6uBISNzoWwLCTlgcMzpCh9cbxnhiCbUN5MFpj10nxUs1h4MtJMFO1EBbt4+ep23s7z8GWSyKCquAEKYVFufh7EewZvococlYUx39A7RzPlGlFwnHAkzt9iMbrMdSRctdHZ41zCoHpWARZ2iY9JGwk7Yfo7Y+aJLX8zRuHoSOPy0sJaDxvCouzooKbhF2HE/hoXOlGtEDSNJHhP9PPqdYnhU1pT+Cz30jZBPnOCiNU0hGEUzwsAjK7kI5kaI4nXWaHwGEYvY2ZBoWIW5acMdxpHh74XxcoYQt8znFMShuUJWwAnGxShWPIMt0MDbkbJbSz4mgdALAaMuA/NN9rHcdyFZzY1VAGJ54v2UkLEXr8LsJJif3scYeAuhFkSPCsR8uGzx322vqWSu2MNRQoanLxjeUgE6xUQ9s0IN6/JJfhZoxwUCe4iMUvxXgY6NYZwPxXEimL/T6GhKgGcJCrz5CKsKyEVQk1hxkQgY8CTHLxpSJn3Hkrr2pNAc4W3JO8cImTtpHF51Er6JgDcj0tNJOLwMtdtcQI8eTfoRql4D9O9Wy2++EigXhvtoEafRLEIjydrt7amixVWqnc2yiXlRNZ9TKSLbzdVzDzytYhKRARYL2KyCubwKJNFwTorHoB1hJ1tkLkMY1pENMl0lYUjKgKALu4JoIDJtKxESVv53JIBixBZtEMR4k6QNHQ5MC69P1mUTIqSXAHDIxQFBkgKgIYjkxgRADi2aNADIAxYFUyI09wS8nNxaKDdAMNWVAvSwUVtYH2HbrwKwrJU22WtAW6h7QGaLaZ3H0fPpKEKeNWYTFnOeL0S6u2LgYwcUvwmuQ1q8RqnjHgsimuiyz0qHWCPdriq+mfSAQ0KUmNBFcUWC+u7Twl4ufI4TUKm4AMQcfDq5N9E644JkemRlebQpc8AwB5k+6qfUlEo16bnEGK0FMoUEFRmdULiYKb9L21OxW9TQUHmUgGk4R0XCld4PjEkij0w7JMqbu4+O+/nht4xUorwwl2Fl98KoTzGYTfK9my0hLeWb5JWSF4K78UC22qHk1X25IrOnJULCoXVVLV0Mj5eXo5U1A3I14sALiv7MMh51oowuF4pfPSjZ3jjjQNefnmL47MjXD6UZFD2DJoUoNucrDD0draGFdX6a9sQVp3BumM8urBQmuAcV21pTWgayaVYr4OwaYBbJzJuRYyTtQ/tSmiSIpEZ37oyiHWTCBy8HYSzY0nGvthK3YzLK5f2x/1+rADSNhuDttXYXg3Y7XL0gFIE0yjs9wqnpy2IgP0BuLgCnrknz68xcr/n/Qrn/Qq3V3ucrYb0LMS0JAYYQw6WFBpyFRugwG89x++BAn+LxpSS3yg7FDwFYJKw2lKojjzMBqG/nHWrBJnvTTwtexgDcBz2UEE6bMgGPuwDImMOIW5oSIiJB6ygPQIIR14LziPkUVDIu6Rqjcr/GUfNAZoUdq7F6EVYvgJwbLY4aQ/ixQkFBKOXz7gejDrfDETQ24fSsh2LComQsCTnKq1bty3YGLjtLstNRbV3MAOe4e3co8BaF9t+fse8iwVZATIaqmnCQw2KiFJQXSvrumnAnYPb7iTHr9y7Y//Mgj7lPZQxYZwKzTf+ZrxbdKNUvIdp3Wl80/uP8epbB1jLePoO4+KgcXVgXO3FkiWMIVq1Cg2aSUKhJm2KkB02GoqCNCH/HyDBKhU+EjwOQE6IkpdCrAyepaq285JId7CT6ppMQEJ0oMmGV40MIA81C8XyCTN7amCTTXV57giolIYp8KyeWvOozAZZVGEAABYGhm0hFBbcP41Yw0JiP2eDCteoSfNOtyDr0/NI/IgURrNCY/uQXF3EwpoVeNyBdAvlR3DA6mZiqCD3Ox8t1gSnFKAI2g2IYURVwlccZLyXaZhSug8NJp0EcxCluH4JgZoSo0rvIoXRbFJ9CSZd5ULkfutJishTU4/S7EkpA3YjNNcoI8Qsnryw0aaNeBqvShEWFiJ8E4Xk6+U+p/0r70RYIAK8y1akUHGboRZfgjQ+FMrF4xSL1Hv+XeRIL4qcagQFJljgfJVLQfDNCsoN8LqBOxywnvdyQ+8gfcNzBqvW4f6lh1FSVfqNC+DyAAAsQj0DSnEVvi080eNkNc3RifplhFcV3hFDWmNOWaqvwxQQ/giGZC1G1CeGTwL66KSORglJG+nJJ1e4uhrRrTXazmB7sQcpwvqow9hbMDM2J2scna7QGODO7QbbvYQ3GU3YrBXG4AVoG0ohTUoBRxuFyyvxAsTCd8YoNI3sLatVnpTTIgVo3bnqFUlOSgCbjtGPVPG5SF1LaAfGW5dZiB8HVykUzIzdzsKOrlIogJzEvdk0k+PA/YeMZ+7Nwz8fHlZYGwujBckxQ7dSAkEZWYrFEVhKCinZzz2J8FzeKIOgx718VqKcqLHP9Y28F76iaoUCEF7hQbhq76DxAxovhrCD3sArg4PrqjpVQAwBtgKgUo6dIxfyMDRWxV1bDNjRBpisJUXC80rksSkxgN3YolUOI9fjv7IbNMqBgld8rSXkzrIBqSOcDZeCKKgkR0M5K9qo5xkaFBkjkLnjxDNABLXq4HZ7yV0ojD/JQBcRAKqJEuAVZpeecfSCpXuzDmyMhDyFc1Q78TAoBbXq4PeH4Dlxy3sWSy4FEcDjCPvSp6C/5V+4dl6/EvqaKhU/9EM/hB/6oR/CSy+9BAD4+Mc/jj/9p/80vvd7vxcA8F3f9V34iZ/4ieqaP/yH/zD+8l/+y1/toX7d0tFK4yPPHVXHznceP/OZKSzbZFHzFJEprnsCwc3yKJgz7hED177oXLALreTdTPjnPIcuTJseaqv2vPVoTZq+n3LVku5QWiamV8Q2cwTPzAb/GLpOZIxsU6cNfd67DEyKAU3d0IXytiArOtXAsJ2151UDp1OpwdQHALBuZfPXdX8OgBoPIA34kg0wB3jYIOjH8KDr5mAh9Cl6CphM9ZtTZn5TxXXlb6wNrNIzBaG+cOm58kSRXL4+IS9N2iOOqFHh0GIsiM/NMuPt4GGXVFDlbR6/X4ipvYbSPQKYeTOuv2B2KHqTYi2QaeyuPD8NZ4J0Ni5D7d7QO0dEhA88afCBJ/Oxjz0H/Pe/5LEfAK15JiuEK7Fp3fzVCt8j33YFmp53kErEWmL5fQSxKV7rRjHKIpmdHnDRt7Be4WgNHAYRyKf0xL0NXv7CFie3j3By+yglYk/p9h1J0j45qsWQ9YpmIVhEBKMVFHmwApTSKXk6FqAr+9Cq/HzNnsFSd2LdyT7Vj/X7FD0adYj8xGARGr66HAUNa0IxRGp6/+MIjBaYyogAYedaHOth9jw5GfM0LOtU1pVZgzAGoJVpawKFTQwxYNhhkVctm8jEmMXKYNANBmQ5w7LGjo4n7DUbdabzHU9rUSsURDK+wmRZ9a9iiehrR0twrHFwqggHzL9d2U2QZRgWTajEzSF6wIkHqAxh0gas5kFjXCgLVQ/Be8DOZUScwvMw3dfS78zByBd5cTEhk3OneY91ZXiSoniAAAAogu+HZWtqVG6Uhn/w5vz3d4i+pkrF888/jz//5/88PvKRj4CZ8Vf/6l/F7/29vxc/+7M/i49//OMAgD/0h/4Q/uyf/bPpms3m3cta/7VC6zaXqbmOiISplsJ0dAMzdCpSFF92o5x4G7LvI7RTVlLIDIUZOLhGUJbIY7QqITg5jrGSAJhTXGujPVZN4aZMzTIa5WFU8LwwJ09CZKPRlRo3UO/j2OcMiYMnoMwXqedimcWOrIVJI1se6uyDmllicrRstVSiiq0+HZvtTzEOdHGEnBKvC2k3aCYaXIX45OuZItJThBQVRZRJzeLt56Of3EjV9qRKNgJULEkFUq4Kx1Vmv6wM8XVPoeg4xQDk0J7Yf1KGrnFVea0x0JFYp4LnQbkhQDACZVE++R6OU520CCJxjQeFPE80Jzf5LDZ2KZQpN/j4uw7PNMRlPfZcgGb7dLqCxbqdzmTIGlL1XEZS3ept+rqhd4tON8ArD/P3To94+vgSrXbYjQ1evzrBnfUVtmPcG2VtdNomAIvRK+jgmR69Qm81NmbAyDpYvWU1cPBURN6YQjC9eDGknpHDwSp0DeF043AYFRRJkTnngZNjhQ++uMHrr/fY7cXKv1opHB834q3uHZSScJ39IYYVydLrWoXdzsEzsFrpBCm73zvsgkdD0JViDqx4LrzP3gZBkuKkaLiJwsQs97PrVXVs+rIQEWxoJxqularDr2LYS7syGIeaZ3Yrg6ZR8D6E/ZRhXlqS0msZUtptyMF5SoVs0y+xrkNkHyi5aNhbIWiCxIy1u4TyTvhtDAGlCN1b9ggsFbyUSYihoFkz630ToGBFhsi4hqG2NtECa4umjDpHM553RFcY0WLP63RXzMDGHDAMCibs/4fRFEiUcgdEsv8rYmjl0n5uPYX8IcZG77FSojwYt8fp+BZmvJYZsCP48lwStNNexPDbLXgcEi8vf+OQA1HuepXnazoZRKC2hWoM2DpQY+DHEdwvGG7i8zIGGXCFq/6j1uuthRtsToqarLlE3kHfe2Z+/B2ir6lS8X3f933V9z/35/4cfuiHfgg/9VM/lZSKzWaDp59++msxvPcstYbwsecb/OIXrk/ikdCo8iUACnW5EE3lmNSckCOqqJ8gm1AWkSMC0c62SagnAK3x2A8q2r+B8C7YArWqt5K4vel8bAkAodUWOmwKCoAJXhRmya9ITCoM2jOQQ4tK4SviP8iL6iGKBIX7zHchIVtlCJT1MUdCQkco3j9qq0ZSuhLjDP0vCN/1FlaHX8XY5/xwQs4E9ETg56JiaFSOMOlPngnl0clx3eT+o7WcZGvwHLapsEHEDSlpexQUtlK+LvqKOx8DwUsi1vCkUKS2yjCxurHc1jUKWfmBsiIdkaiK2a+3D2bEitisJeENzPDNGhi2oWAep3ajciZVtb2MufAyUPRcRIjeUqFAFjxS3xwTyq9TIKaaQFa25LsDVIMkYSwRLYdQyRWUrWjlHMWq4Wnzy4q/Wd1Ayn6t6BueIXzxnPHgShJTP3T7rWSV7bTFSdvDkwbhgKtRlL9WO6yNvNPMgDEuVLkHFDm02kFTDtEQnjEvGsohlDXmVygC1o0DkQh4qxZojMeuV8kwYwzhSGt88MUNfvkzWyhFuHNnFdoCusQfqYL29w6we59Y0XbrcHykMY4el1fxXmpPpPcCKdu2GoeDTyFQ59uQUwFg12ucrB108QrueonTj1ZzIoJWHOQzOXF3YPQDsF5pbHei/DSthnMZSjZC1uoAFxrhbdfrBqYRBa3vHdZrU3mB1ivJS9mHqtuRzroBRkv4beCwiRtQvY1U9Rc8FEZuZS9mYG0vYHgEETA2R2iHKwBi0FEz3hZ7me9ITAort8NeHwGQgrgH3khbDLhin41mCiKBKjZU71PxmtIQF3dkTQyFHgoeWz4GwNDkoRWnKvBEQKttUfldSEO0s0a7NL8MRqtl4zrWW3RqDLfJAqlrAypZySO9h375lwV1CUiKhbu8TJ5a9h5kas++H0YgenpLL0V0cTFqK6HW0Ct56MpIsrs2Gtb5DCkLCXUiIihjEoIUO1cXs/Me/nAAOw93mCgl1eMsPBxaQz/3Abxb9HWTU+Gcw9/4G38D2+0Wn/jEJ9Lxv/7X/zr+2l/7a3j66afxfd/3ffhTf+pPPdZb0fc9+j7XtLy4uHhXx/31Sk/fNjjdKFzuPf7Zy3PlwrGCmcTMC8WXPYrN8RiHo0uCUCkOMyznitpAfte08mAvsJ1aMUY3Bf0kDE7BjIxV4huMAlwjwObldqOlIn3naCWoRf38KeFciWLDBAVAKwdmDU/C6DwRHAdVg3Lj6WNxv1y0XrLLqbwXa1VkZUNwjBgFlnf6vxTWoxDLLPflswIBCaGJm0oKTktTGY6yCyg+RUZI2NxVZaku+ieJv3XsQewSHGLdweQzojUtbIUsyBnTmgfTqtfxWbDS6blNVxhRfKa17yluEnJvpQWpVkRmK5ZkfLNwMWZ4s4Jy2/CcioUVGToYzC6YdX2oFRLufxKzkfpfilkJQhUDk9+y8ock4JfrN57F89LF5QY5UbQQhMNUuXwyL3ElK28DRr2IKnHRjOdvAviG6Uy+q3TDy4WMJnzXNwJvXgLb7QH9vuA4JFWIe6fQaMaZOsB6VeeLBVZU/i2BNoC4jJZWBBVJ4pTaWxmPwyhrOFbvrjhYeA+fe3aNQw9Eo0jMhXgc+k0kZsbV1mEY6qKi8/MA6zycJwyjx6pTaIzG1U6gb40hjKNG28he4bz0n3a6MBQJpQJGJxZ4YxhdC+z24kGJr/eqUxhHj/3eBduJNNA0BloLP2raMt+MsN87dB2h63Rybt49Y5x2HkqLke+4G4PBrM6pm779Us9J+IJF2L8wBtYq4csN5z2ftUHfncDYAxq3DWsgPycGAmxszU/kEQqPW9ktBrVGjyPEtVAb7hCOSRQCkYJlg1YNxVokUXTgQSEHpJx/Iqma7fwOFm2SG7g6h7DSNuXyxLzRBWeAPBMasdKF/BMa7c0xVodHwZhGoMuHoNc/D7LhXGvBzsl6nYR+8jgGKPXgpciVKbOhh6SGRXrJAh8no7PXoZw9IpjjDTjkZZDWSewinddSqpQdwpx4kLF5Ow13D2P1LAoMUUbvUQrjp34O+rf9rsVrvlL6misVP//zP49PfOITOBwOOD4+xo/+6I/im77pmwAAf/AP/kG8//3vx7PPPotPfvKT+ON//I/jU5/6FP7W3/pb17b3Az/wA/gzf+bPfLWG/3VNm05h3dKiUpEF3uuZe82/334TiOfFF3wq75THazmr7umaiJVr+yuvj0yobOf6/YsQRWvNPt1iMoAjps1eP6DkGVgY97Tf8tx6DI8bX26MGXU8aikUL42t/FtYUeIgJJcle4SqfgmyXc3CoGJ7oYAT1VcK+pKWehOUk/gZCF6KpdsMHoykJIS2GIDS0DGZ7XGWeUCSjUlJEvosbX8y/muJSgmpuIjTtXFrjx6H4sovia7rv1aFgPLpXD/ca5S8Ujgo+3yMMCeRAi5Y7yTRHixCya/ypXxH6IaXZ1KK8NQZ8BYDb+znv3fjJay5C0WMVrskdDUYwUAoGBZVxZpnXkdR0YgIfj7kvmliWJfDiqa8vaS2zYnXv1piFuhW7yNyUFapr3vbfAjBikXsrAsF+hRhsOKNeJw+U/6mFWHVAcPA8F6K44Wz0DQSBjUO9Y0pRdDXFEGTEC/pwLPkU4TCySm85/q5yHdd1/fJCl/0AsTK6FXuBKmQKzcnTxo+wMNWYC5QGFWHGAJlWYfQprgmrpvIyCGjQYTTvuxYo4EgT163Cg25kMlTxg8UrVMJpMI1dO20LbUgbDNDuz4tVgKD+n1WKIrzMD0WKRSuIyLx+JMW5UMpkNZSII8C7KwNIUm6UChUAPsocnSICNRMn9E1c8xYrm8xHaZ1UGGf8k5AQZS+Bjf6HSLiJdiDryINw4DPf/7zOD8/x9/8m38Tf+Wv/BX8xE/8RFIsSvr7f//v47u/+7vx6U9/Gh/60IcW21uybr3wwgs4Pz/H6enpu3YfX8/0C5/v8cZ5vYhaPQqDDe/sdOkyrt92su0050+UMqtjQu9MsqZ4Bgan01XOCz649TQTyokY69ajUYI+BYiLX5KtKOBfTzcGOU+qbgYkKs4CWbKnFGOMFrt8Px6Niu5TTgy5/iznUXFtHDcQI9RzOI+CD5tutOzI+Gkyb4RoNS/Fyvg5htHId+3HpEwQO0nCC4OIKC5UXB0HKBDC8XN+YAlSlbmo+h2+uxHaZ6ZKEKXB66Kqp3cpHGtsNnnjYg6oGjKWiN4U2ys3FEngzqE2ADCoLtWvADM6u4XxFnkm8/UUnvW+PYFXBspbrMfL9Fs5/oT9TwTt+gw3Gy373kG5EWrc52tK5YEZKTHbidt9Gtr0OEoJ0ROPQpynlC8R+pFzc7hVYte6eayCULYdxy+FrIpSwqWSGT7r/aUUEaTsMWJSwLMfwdEHv/nx/U3o4uICZ2dnXzbvveHlcxoGi89+4Yt5mTHD2D2e+8J/j8898R3Yru6F5+lwRz1AQ/LOXOIUnpp4iQiITBh85NMoBLNsGBqcIPj1Vgt/ZUkwzmGrjMESvBcBvl7+Ej40jJxyEpz3U2CdfHZU3L3UhegPfvF1ymUUchiVNhRqRsj7eLRRaBtKnpQ2LXuuqoCXtT6i8DtYmY+2wJXY7hhffCsPZr2Sdr/wSl6fkfRC4T0AODrSqUL40ZpwcgTcPbZpXCfdEPYWTnku0cBcApzEvYqIYWBDQUPAoEcHgbVWzqLxh4pvmWEL43oBiYDwm747hWuP0jnaHqDhsVcbPGyfSYYg54GRW3n+3oR9Nu5ZUeGT+THk0969Vgd4plDhOiq6Pc7wSBQUZSr5gSFAJwM6SUQn4MquYFkQmgQgKeZUSK5Eqx0cS1J23tilHtST5k04CuMlgnID7lx+DsYP6Z7BDPR76Jf+eXpuzBIayMMw5+vMQSgnqDt3Ur4Ze6m7FK+X5ypr1J2fwx8OIK2hNuuUm8HOgccRpCTfsBb2izDVqMCI5ijnjxb+cAAgCoPb9+l9YGb40WK83MleVygrerPG7T/6f4Z58rnZGn0cfan8/EuAD3l3qW1bfPjDH8a3fdu34Qd+4AfwLd/yLfjBH/zBxXO/4zu+AwDw6U9/+tr2uq7D6elp9e/XO33s+RbP3NZotIQdNUlIxxxYAY9XKOpzqAI8EIYQv1M6LgpFJkXiKRSvYampZ9tGjsdkaJVahWMKCYX1SIW9qWIssSUqxiR/fTi/vFGGCkpJZpWx3Qi8G611sX9mhPHU6kAkDxXmp0DOCvOULXtyoOon/b9WKESoNyUrT1CtTNPr67FwSJJGOBdAhXK09MRZm9CuCuOL+REFBc+E1V0q3Bf7kGJ+JApFEKRdwDfnMOejamVsIAR1EY5MVigC9eYIjhR25hSWGnjIuPbmGIPq0JtNqvDulcHBHCHWv4jtTufFqTZUjY0PzAV4RQNvVuF5LfgKwpz/agvCyVKYtDYTPnj+W3UOLVyz1Fl+MUu7IfwofTCL699bkeLYQw+7nK9TbaIe6vyNt+/zHaYbXj6ntjV43zNPoGsNFBFW+wd4+tWfhmKP993/xzjbfQHaj7hND2AgwuMB6xrhDcJfGaggYSOnTMYhL/xzsBrWZ4NQViiEzzcaiAJ5TSH8ztdHllZvzJVwVrwSfb+sUKBoL/EzlmtyQTlgu/PoBznuXJbVkh6dhOH4OoV8kVYSflspZJPa26yB26eyZ606YNURlCbcudsGRUaK9HWdglKCRtU0clwp4ORYJ+jbzQpYr2R+H24VrBi9sR8bOBZD2+gVnA8eoolXQEKMBP0pKhQElxQKMKPxh8mjkBBTTybwagVr1lmhCOTMCiO0KBTFk5L92sN6XRyv9zXP2TviPEFDDEgjTMXWRrTY4hgjWvS+RfSEOeiwVkOeRKAjfUBDFrEaVKMkhKpTfTIEahIFQ5HsDC0NuGMeiFcDci3Y42z7KrSf5B4QQOMwUwQjlKs6OQVivQh5sALlenoKanNCDBEhubMKYxMRwdy6JcnZ61XNv5UCNU31PQ5qGqbKBU8HAGobUNdl49xoBYbWedh9j/39R2BmKKNR+g7cbg/7xVfxbtHXPPxpSt77yjpV0s/93M8BAJ555t3LXP+1SFoRPva8CIM/99lLHAZf/R6t218q1bx+DlAXC9WU50xJ0RzjPLZFEMQNFcT/WJAu90+B8WSPRRn3Oxeq62CY9G5SnT8l0IoKrbaVqz2nw+WZmhrbeNZrtv4VW3Bol6q7cUDAF6eQBh48JqHPapaI4GEgGF2jXBMqgybr8iTWP1vFp1XBi+1hiv4RxunMGlM0p+q+g7XJq7ZilnG2OFmOivHrBh4Kg54w2OsonLNrzkAADuqk+tmpAJdbNOV0i51q0HrhJQ6Atv0Mx92rBmCCGQ/VPLNu4JSBHrbgonjebC6n4Udvdz9fkncBaf6n56fu3+6tTd6H+skpQBQJO4aE9Enf6fLJs9w+evy4b+irRpt1hw++8BTc/S9g/MzPpOOaLZ5/62fg1yd4eO+jScl3k20+O8kIdUAlsr4ZKxGD4YJhBIi8Pa+9Rb03NsXCxyuOw7K2pqdbzxjHQkl4m+gM9qjSs5xlTIXC3V7y0e6e6SSrtY3k6ImHmCtUqEjHK0Zv53vY2QnBNJQ8Ld4x2lbhiXtLtXfkPrwXJSSOrWsjxK18H53GgyuNsyOLxnj0rgEgaIcWADzCflS2LFxcUc6L0cg8ajEslhnOrOBNCwJgIV7n0lMa/z5aPwOe2JuZI8LidF7EcDZ6gXR1hWGp9y1aNaDVfsaqBnRAMibVBqQRKxjKXnMiQYGKd5fMbkzVeBrl0ag9Ouxgih2aABge0bgerd3N9lMwQ+0vK46aBPqjI5AxolhMrysKv+a2cp9TMqen4HFegTsZ+VL4wtxYJd6HuridUiolfF/80kuw+2W5eeY1UxrjKy9h9Ru/ffH8r5S+pkrFn/gTfwLf+73fi/e97324vLzEj/zIj+DHf/zH8WM/9mP4zGc+gx/5kR/B7/7dvxt3797FJz/5SfyxP/bH8J3f+Z345m/+1bnhbyhTZ2I11EhlzsDjLK/lK3eNQBOt8IvXoromyk68cN40VrPke7OWOW8QgCRyK2BWCKck2UxCeBUjeW08L7LjYozB5ss5ka4a22Rassck/EgEZpXCouLxgk2KNwIqKVTXiY3Roq/YVWLB40VNnj2JQjyo7vRXo2iKaxnVZKR+rnlwDCm65wV0fv57Ma/MwMjinWgxzkLPkmLJomoBgIKFAsOSAXkHDRc8GdJv2jy8A4VwH+ZiK40COaGu+F7dQ2jj8dPzZdHbv21vp5xMoHqziTZdO2u3PM/Xyhe1N6Xvvt6IutrKzMzg84fwr78OOnkOvD4BiCpABjkvXL+wsEWuKfh0OBasA8nsM20ve44XeDdKflDprmnctWyWFRZSlODNr6Ou09BBvlt1hMYIpPh276EVZeMGgHEkwBTFA5XsenM2NeeUSgFHK8a+FytyY4B+APppPbR8I4Io5QT6Vima3TsgYxlGhT2hgFSPhrW4J5ZjFN7ExXSXZWyXMxHqO6PqQ/3bwa1Aaq6kLe0OKUKBM7TLTM7muNbiTuOhyc12tyVZoLyjqNQwwrwQ4FgXXjiPFkMwyk2eH4VirkoDvqj1FBYvm2Z5vryX/IgiuZq5CCEukQDfJvQ1/l7mB1XFZcNY/O4AtV7B7Q/iTVaCPMlOjJ2kNdh7+FBdm62TpPCSiNCebAKCFECkQEauc4cR+vT248f6FdDXVKl444038P3f//147bXXcHZ2hm/+5m/Gj/3Yj+F7vud78PLLL+Pv/t2/i7/0l/4SttstXnjhBfy+3/f78Cf/5J/8Wg75PU/ve3KNX/jcVQjL4YQ6VP6/hKnLLycHQaWAAM3cM//hUKWVHDxriftUPrjMQ/skAmA8XtrBV40DEzB6CsWX4rhqobfaKDlgVCcGKwV18vgDQwmtGJ2h7QStQ0grTvOSmfhc9QEoIDOl7gOjKzfsauZkDMwhHEcDLDGxdVUAhQB0G7wRDgpudvfRosFQcKQAHkHVk6HKu5CuDdfF70wCTyufVfocKVVIn/ZfzQiFJD+abVCeJMsjxXkW1zIAYi9Jn56qXZ2LD8xAj1WynFkwGtjsbUKIMwXBUZMuNEHDZabsnSCB5GVS0H6EDjkjMjeyVjx7qNC4sn3AJy5mJc5h9CTw2/oMaooLa6Ipp7VSWKnqbTV0H86ZwtHOlIPyc6VgyP9m4w2Jh/n6ug19+wbW++uN1MltqOe/Af4Ln5K1/cbr8PelqNXmn/y3uPqt/yqgFBocMJDUFQAkJMd7gJyDJgfHunifqtxROBZ0KecFUlYrCuE6tWAJELwPnokkPAGjZWgdyrzw9QnbRJIIHWtAmCaGsjKUnteHjK/JyYlJyc/HR5JHEanrtBRg9WJURri3flRojIfRSLUMovciwu42OtZPyntWDNltm3yPbUNQe8a+z/p61MFUsQd4L/NuLdAUoVUxzMozsO0VRkc47hzICHT6dQqgJgeHUEGbGZ4URhg0IeTNY1JdG7nP/En285K3nOMWRrSAlzonycYAwuhkDfCk8G1EcXTBYKZD7aqc/xhrWUneX0MWZU2osv804oKpiqko7t++4l2KPEaW+91gi9oTj8TTFFtoN8J7hqkWoSRp4+gUuHgI7g8Ffw/XswNGDzZNUE4Q8icYaNuK37Kz1fVp77Mj2Dn4YQQ1plYmrE1t2PNL8Gjhhr5+EctpKWoJ+UMPN4wwqxbj9pDaWd+7BRXyKEjrqjCjXq/Q/YZvm7X9TtHXVKn44R/+4Wt/e+GFF2bVtG/oK6ejlcY3v3iCB5cjHl0N2B1CohhKrVnyGDw8OIR5KHhsHryE9cOXsb54BQ9e+K24eOKjQfDMRJBQE6MYnl1i2lr5ZAEjAGsTPAXkMDpJAGy0KCAMqfZqlIdncWuKmCPXq5h0HMYKyrUvxDIn1/hC4FNUuvHlRVeUNwyE+1dhU5i6m2uaMmcRMD1qRSP3NbGaBItLZPrXoZpwUDKAhfCjgul50jDsgjIhTXioxGDTqELib7QMUqjJSvDB6qMSZC3HMC3O9RZiAaW0RRClgmkpR6VUNAtLTq1gyfijoqHg4WDS5T4486OKFb0PAGDRwodqsgyJw1UhWCMm/WvE5Ee5N5V35jQfDIIqksareXUW5MrKsxMhPZ2rUBccfDwlEWVBsuLgRckuLCqXC+L0CkrW2+VyzNWRmRLB9eYMnl9Tkn3z82g/+lvept8b+mpT87HfBn/3WfhHb2L8hU+m4+bh6zj5hz+K8cPfjMNTHw87fX7iylu0P/lfYfXKZ+GbNR597/8Gfn1Sha6KYCzfV8Zj9ATrohKf16BSUml6GEPic7DlWBfyJBzPchpKikaSxkgugrOchEuiWDE7t6GCAqB1RlqKhfNK0iRKkKkOy1toHaWEbc8ZbbO8pzYI+x4x/48whAripRV/swreiontYXoeIDJoHEf0kJfnDJbgWpuQoIgk8bmcNgqcXofjwvMiYIYoGXOFoiYGwSsthjci9Fhjy8foaZ08wy4URmQAQwBe6W2oqxDm1PkwmmjQY4UWkrOp4GHIhvEHoBLEkMvIi/N4SjWj3N+jAbGSMwqZ39AYxIC5sYS8xfrwAMYewLpBd/5FgD24leRq6vcSOqwb0PGp7GXbq6kAIB1ZC2hdeBoYGHrJo1AZUYmtlTAnImnPS/0J7xnu4lLyMdpGkqt3e+iAIuCHQbwOpBYViurG07BYkrY9ozlawY8Wum1Sm4BU2q7bAMZ//jPQv/W7l/v4CunrLqfiht59WrUKz97t0A8WuyKfq3yRhVExUuwHMzYXr+DOKz8NEMG99Uu4fOKjs4ApRt44pJiQqCQq71U5ZCl8XzU14sFKDTDBgxDzJioWRGGM6UuwrBYvHBEqrHYgwh+KhBYNbXO3+/LLPDVWRwtLYctKx/KRicW3bC/8q/NFSltNFi7LEKplcTJO7nSQE8aYYFNiZfIA1Ro8J4hKQjFGhO8iDFPqycf2KI9zQRsLieQLtSeK0Yq3QSVLoQ8PxgelZ0qidOh0tYcGweWNPN0Az3NF3pYooGDVCsV8FPF0Qor/uC5Gr2q9bLU4Oo3PLduvpJ0a9OCxLvcynGn+46/Ow+KWcdBv6GtLRAT95PtBJ3dnv+ntBdSrnwY9+Y3zC7VG85P/H0GrIYL6l/6nsKuzhR6EUylFMGDsi+Jw07OAIAsVXgVmVAXulqi02hqtwFO3BJA8GfUtZPCJZTZL1T5THmf2hdOQUIehBENUCI2KxijmZVkvFc6L9UOvGY7wzqiULI039j+HHlfVd+nBFDWbDMYij+C6Pacslgc41aTPW5ygx6q62rEORQ+FJAUaACS5fHns4j0IVYPCFTkvcror1ftn7ml6t7Ht6fOMW/Y8s1NIscNquAzNjhLuyh44bIsxe1C/k5Cm1Rq83S62FfnpLKQ3oACmvcBaLEKcjSOClg2/d3C9wNq6aY2JL5kpy9qTNKeAgtY2Uqk7jvOaPYUPuy+9k18l3SgVv47p9KjBWxdlgkUWhgX1hpEL4hDWb3wW3A+4fPKjePUb/rVwTV601hNGjtCxDM2CbQ1w8iIAtRxWh9OH2MmiBs88JpPRqlEsKIyElqEUY/Rt1VYeX06jllAlYW0+3GPl6Qxs1yQvQimXhbYS078+gTm1tDB+DReYrIwhxvRyARzISZxWKYWbkueimHUiwDvUtsM8AxRvrDpWzklsq07ijvUm8sPyIGVS3KdYF/NYJNyKqn4YAX6WGTwLppPeMjJNFIDDDPCSYkaTz/I3JrbHTcdDQfOY1L7qiqJdBskGUyqjIQM0z694Ix4rgEcz5zWKxdLo5ycVCz79LTaqeOX0xZjcV4q742tyciZKRo3/H/sNT6o4V53du27kN/R1QLQ6grrzNPzDN5DD3RhXz30TXCtIZpHYOfBnPoXta+egrgX/7/4DrJ59CuMQfa3CC05agetkBva2wcW4xvEKeLTLVtAY+gnM1zdR4LG0uGzD9TUPjeuRiGfnTUNKvGcMA2O7FaHs+FinJOioJHjO9TQiz9Yqw8oyC2DI4GTN96PA4wKMdcvoGg5hXBkpiyrjlPRzdizj8YyQOyGem1Jh0VrQEiMgajmH5T4RK3vHMXuQ1BrI1hJoyjxPCsCVYUyUQlflTgi75lQALZhB7GBJipISuwTXKuFpddnbtDsQACY0muF8yIWbcJfREXqrsB2OocjjuB3Ra+Hta91jZTKU7bJxJZrkqFgvMmcWDQAFg6GKVMg6ZQ4JiuuQwv7uAsw4AeCmA4Z9OsdtTuFD7hGGA8yjN0HPvQ/82heWFZUY/TDjmUh74zRHkJkBY6CONqDNGn67g98LvCyXFbRXHfTRBvAMe3GZG1AEvVol2Fk/jJXSorTG6olbcIcB/fkVvHNouhbt2WnwYniMl1f5Gu9hPvCx+b29Q/Q1h5S9oa8d3Tlp8OzdVXVMBOEgmESG4i3u/fzfxur8NQDAyRu/hLNX/km4ggNjRlAoMtn4PQnyWZmIFCslR9JUC4IAQJRfoIbG7A4lOd8oic03JD7ouHnU9xXGWix5z6oKmWdESxTBFZC4NQURmvPnmkXKBVWRusJjolHUghB7WJqbqQUnjrhMu7teiaF05nT+JDTJzxh5XYwuX8+oPRbyc3FHIWzJBXjbPNJSaVAYdRf6ifcp5EgA4HusCo9DPZe1OLx013GkC74M5jyrJAntJSkfclB8kdAXFKdKSor3+rbhRteN7jHPiybPkyfJhZUXSI7Jsr4mjqSySsW5yd+q88tExRiaNtsky3U9XSs39PVGRIT17/l3oe48BUDeud1Hvg39cx9BgxGGc7Ev/txnYP/T/7t8Hizwn/4FYDjgqDmkkNCjZl/U7QHWZsRx06M1jOPOIgmALKE/RISuAEFirtN0lmiqUMRjQIZjTeeVy9czxtHBOcbVlU17yquvHmBtPnF/YFgnAnr0MCglOQ257SxEM1MFJbsfpPaGdTTzUFS6f3GsjDRpm/hahlDPIG/q9GrP243hZ/vRpN+sn6Xaw1AWRh0rMCn0tEoDGXWXOMDOHOd8MyJ4MjlcCTo981JpKtGTmOswJ8ktkWtCgXR4D/S23FsJF32b7mHvulTn5DGbGIRvhbzDQBYtIi+y3KAsdMcg2cdJYUBbHT+QKNNDd5r2M3t0Ct/IPPnVEfzmND/EpoO9/ZTAvJ6c1A/36LiCi62HXAk0Ij8VMLFk8v5DRNDHRwIHq3WCk6WmgTk+krWiFdTRJrFfvcooiUQE3bW14hLOU12D9vQIShu0t86qRdqc5vsxJ8dQbY249U7Sjafi1zEREZ59Yo2n76zwxsM9Xrm/L6JZJIH6qX/8X+LkwUtVETEGsHnrszh//jeBgu18cHEpZQtyjNzgoKTkJoLlRk1QkAKjFYtNSOBmQceIsf2a/IyRRzLKQ/kBI2sQmdAfp/OybJ/H6NjAsQ9MMtvaGAo2cEAz4SHXc8VoF8p9lv0piDBX86Ro4a/7L9WKuvuY2M7JQi11HkIV1eAVqLwRBDA0/ESxIJK6F2AB9hPLVeFxmO6cpUkNACsNRwauMEMyS44HF0JxFO4HdBgpK7F+ZrOr1a2sTk3DyuRqml0hAoiGTbMpPyk4NOK9IIGR1eNewpwY4Ajhm7TL4nrvMMs/mFLywU/HXxNX5xfHicJ6R7Z0lV6PNP/LKyQ3FMe/HD4gIUzFeortOlf3V41RlBW+uD/t7Ya+zkid3cXm3/o/Av0en3/l1SqQckUD7Oufw9Vf+L/AX1zli9gDl+fAay9Df+AjOG72IDB0KgoX2iCg0yN2doVN57FqPL7wIAhxTDj0YpkvKeVuESXr/uOUDOmHwCSCZdMA1jIOBze7Tqpt+ySwA0A/MF76/AFnZw3aVgRArUWJcF7+rTtefrWKY4qygL3tVaEE5GvqvYWqv9JWViLKSJhYgbxUaiL/jPvfblA46jz2VvbUo8aGfSpOgoH1CpumR+QIljUUaeyD17dRI0a9AsDBE1zwJtk40h4gHn+FuLdEh7FmhvWAhfxWPyfGtlepZkn0tk/3POsUWiNe063tcNq4pJDEs4JKE75HFU92S8W2GjtAGLnFyNFAKIqZ9wqtGmt4WiJs9TFu+wOG9S2Zl8MV+NYK1vskEFT8sGnB3kM1LfjWnfphNS1wdbm8FzBnWYcgXgitJRRqcgdghj45gT7h5FXjSciUhDGdira2EHOnuha+7+uZIYJetdDrVfpe/m3v3BKFSWm4Vz8L/fQHlu7kK6YbpeKGoBShMblwXCaC2V8FqJC8fIf1LVw8+Y1ijQoM6bq9Ihp+KyEvtj5jsCjc3nlTcyHZe2kDiOP1kFoNPjHAOi5VxlmJ1Auf6zbrBOovhYKyRA7XZT8ETaASk3PvZT9fap/SqKeIKKUBiFsbMfmXQ4VTkuRtiaOWTZfYgZWB9gDgUxVsWhCkHengW3GFAJ4fBkMs2k6ZlPBd0oAORATHSpIAA7KVY9kINRxAknytQ4q2g4KmBQG6mKX8m8e1K5GkWnYKCigK/02evmxshefisTZ69hmahihZkEoFYrJ15VETRCmMnoli7NMVGoX7qBR45M8LN4vr1s/i+c5KrsbSixU/m5ut4r1ARASsNlBNAzcWUr73oP0OdNjPrjHf+lug753BkyChNWRDuAmQlXX51ukRo9eVQYAm7+fUcBFzWJWSsKaow15HPiV4e4zjvAiecx79fgRphc2mXW4EeX8ZRgl3IgjU7PSFniksxaej1mL0SkKiiv2gDMXatA5aMUancBh11VJjgEYL9KyaWrjzSKtvV3uCcwSjCPuBsGuATeew6xsQMY5XFqPrsO01jrsBK+PwsD/GSg8gBTivcKe7gA05EQYOJaQrs/APCw0KBrWpcSbOn4thTpOhD5bQj5IHd7kFjAZOj4CLraQOtC1wvAYu9xpGKxyvRgzeYKMVlHLL+zeA0qvvvIaFQkOu2svBAhl/cB06NYCIMTiDVo0zg40jg73aoPV7gDS43aAZ91BqDrIhnxTc+hQMBd1v6/aUAlZroM8oS+lq71CUek8zyUvQZUqBTHi/xkHQnJQC7+t3k4jASs2vR1TUqVq8qYq30aCltaZUQI5iULNcW+WdoJud4oYAAGfHLYj28GmREsz+Ebrz18EqaN4gHE6fxue+7X8B1o24vr0soWi4KflzRM6IVMbVAqHq5iR2lsABI5uDVUdcoZ49DDwclCBEFddYVmAoMOvChi/ubCBUvY65HamX+EkGvqT0xDNK+NjM9JZ2RYKhEQYWFmYm8lHouXRm1wpFFAaXLDn1+VOrN0MDpLOwT6XL1SevBhCeZZIfTagiXWyazDAYJyqOkjAipUDeonF9UkjK83q1hoNBRzWDHNBKIqBjWG5Di6oIfwJGNAJrSwoWCHC64gwv52mpgCCBk8veQxSWcsEpP0KzT/Op2CImLtYCtEAa6yI0Kq2VqfThXZ3AHPWsGO4QD1HhkSEKm1mY76DsIdxTui8q7q8MPSIVvHaUXrolxbQaa+gztVjHkoCGA6AN0K6ulfb0E88vHr+hr086Pj7Bw4cP5AsDIIXxp/8RVKPhRoe4Ylb/9v8K3e/4lwM/2CVBXLHHwCtUPJMJKz1ipUd88bAGglXbecg7pjjqyQAATfJbVCxiyKjWwDjyLDwqFr2TECaGc4z+IAKlCnjh3jMe3t/CWUGsaxoNEwxiRARjKFS4FjQpZsY4UshPYBx6gXHNtTGo6t9zDG1lGMV49nSHgzV47XJdzEWcVMa9kxGdCe8cARd7jYch50QpqdAtxubgxfWU9PfMywKfYcnd2B0I51elp10BaBPI0NG6DR7+Drg8wt2jAywbtHoTAE4YRrkkQHpYdDRWcz1wE3ivhmYrhiK4sI/mfbN3GooyDHukVx+0OIzAbidjJgLOr4B9H++HcLxhNI3Ud+i2Bl0LHEbCB84eVbJAVlIBzeLJGL2BZSkEyDSi03n8DODB4RiWDQhr8cp4hU1zyEh/aRQavdrI2mSGa49hmzXWuwcgZOh1BgDVACC4zS24o9vwF/dhLu+H1U+CENUCGA7FuuEQ5wcAPvHxWKxO5CbOdX+0Aa03eSLbDqwUSCtw39f1gbQBOSsej9LdFV5SMkZqaKTDJPU0Qh0LFF689BLKywT9wd+Ad4tulIobAgBc7GzKJ4hk17fw8IO/DeQ9xuO7WJ+/gjc/9DvAWoJFo+sTIGRWIozZswqegcKOzPmvCYV9aqQLhmdJRtIFpJ78Iq5ZD4XRSy4FQ/IiSltytBHEsbgwlvLX6dZQ+yyCBbj0coSjKrGfMrnVB+YEKLJQQRlq2AYPTobkBeVCVEtel9LyXFqOOCTORgY4s3mXFouphaJQiGoFJFjiw3EOoU/Rh229CPgiuyrxhMTrlQmhYQSrDFSwto+qhQ+xu71fwUAE96hQiKs/h8mlBO3iCQiSU/3ZMqXExOmTjk9TI8d/AwTLDTRZaB/+sa3mlkJdjqotlmep3Fg9C2Zk5aPcWd2Sa9uLRSwNhjCDgK0sWpTmPP++YPetfo/ekJBuXnmFxCMDzt4oRMQT5tqr4izUEFzozsL3e8C0GWC/6NM/eBXAu4dtfkPvLG23W+S1IwJz8y/+TvBuB/OBD8G9+hqoadH9jn9ZTilDUki8FeR3sNzAsZH8uABgwAzcPTrgwa6DUoxhJFhXGl7kLzOFUCJgat1vGsIwxD1AlpuzXORECLxs0yiMoxclAoTt1SF8BsDAgzcucXSyQtNqOOuxXhsMg8bJceYzTZJySGL9tx6bjrDuPBrj4JxwZU0CNdsogTe/fdRDacKJsVC0w0XfgEFYGYveGWjl0Zl6rzhdOwxOYXAKrWaQIuz6sCuFE62LShbBOU7h8c5JfgonxQYouYv3wLqbFiBkPNiucOvIwegCxIPynmfRgD3BkHiGLZtszGGGI5P2FscEMGH0Cr0zYc6k3giDse8V3rwwOIwafe8x2qwQ7ft697raEU6PRcnrrQp7yQqffXQbTx7tsDIW7MucNRYDovdBoZC2Rm7gLUGRh/Ual+Mq/c5gDL5Fp0f0rkWjbLgXBcsaLQassa0WJkNj6E7RjDt4paB9zBFSFS93p09AD1vQOIiATwTsr+rHwqjgZCWnopCLiIC2A5wDewdarau1wETiNTEN8OTT4KsLwDpQ2wLrDfjikbQ3DBIipRSo64BxlPAnY+S4uAJBIe+DrU0hWKQ1oFWWWdjDvfzLUB97dyDCb5SKGwIAjOMyRtz9b/wexDfoEb49WZuAua0+rlnvKbhNM0WXq8SqMkYHKDMNsZkIxHULleXWAdVYYv/JAgQCCAHJ47p2o2VYEn6vp2h1LmONS19HDe8XxyLHpphImJ23RLXyUI4zzkRUbh4z7Gup9oSko1RAvypVBBPVnTAAa7qUcO2QY3ITKY2RNQZu4Co2Mx3wVIDmxc+ODQgeWs1dwQnjpGpKwXGDjvfQPL8GjGueC2H6nJJF00/CvpZo6fg0X6EexvX0dg+XKLpCJi1Fz1Rt3aKhr7wVZOsgePIOsIMgpEz65uGAG3rvkJ3AVBIR6Oln0X7/vxePzK6ZLjdDDoYcLu1JbbghqUO07kTQ7xoxJI2TnIrUzYxPZ0SkmG/hHFdJ1uncom6LtQ5DX98XM3B1cUDTSMjHYTfCe+DstEiUpSzEAWKI2vWMOyceRjGoqflDo1wyakXadA6bzhUhtFKDyfk5CtLZ2uKiz8nFPIHhJRIPjjwiQacaF+59iZSq7yXuCxVPn+QdymhNYdApL6cQcdDChqgDz0Dv6kRez4Tearz60MB5SueVNEOSQ214j6xxN7Z4/Urj2dMryZEs7gVA5b2Oxy03GJ3GzjbAbM8QGNt43mRUi7u/0w2I1uGMDsoOUH4Om+3XpzB8vnxDqNdyvs+IYBaUyRDeREiZ+/Xow/WqaYBbdyqvBB+fAPs9sFpV7aNtoKKrr2ngo2JRjsM5CYUyk/kkBd5dLMzKO0M3SsUNAQA2qwX8e2Y8+1//JQAMd3Qb3cOX4U2H4daz6B68DDDj4YufwJvf9K/IQo3G8iiCF14IIuByp2CdglIezimcrBgnqxplQsKe/EQOY6ldQTEGX1fWjcS8kydEJSVGxhOLB0X07FAoOV0v1iFTbCRzOXBiuabyeGzdQYdk7CDyB2Wl9JSUQjOAa8TKuRhffipSl6+RV0uwV6n7EBSt1IocUyGUhthVYVkTNlmNKM6fQoAWVGLhcVxuCJyK0pVp01JpnVApIIu9zj8zAsOOg0jjCRhZXCgWzKkaed2Fh7E9CF42Fm8rl7loGwqo0E8yklRVydrOizItPowF71EU+ElpEdg4Yp3HWN/ixSmvZ67WbQX/mkK2JgC/4V2ejmy6EvNYeeapwOZsfl839HVLXddhX8RoMzOGn/4fcfHDPwz94ofg3ngD/vwc5vnnYXc93KuvQT/9FG79kX8P7Yc+KNcEPmPIZthRyHLqrcL2IO/9MEoIzJSIJNbeubpWhYQmSTVq54DDIVvr6+sJWhG6zsA5j6ZRWK0a7LYDLs/zvSlFeOHFW7CjR9sSjo5beJ+TxD1D4EUzc0BjRBGqK1UHPk7CvY/MDq0S7jW4Foo8PBMOXuLRhUtUZhnkAq8ZxlylSuF5/qLjsOLtPHvVC0OZ/L24YnRtRLAKYV5achf6kbBuPQAN3wXuX7RnMIZaExH2PQioCFXFycKylqfOjN5quICO1RkP66VgoPOyMjYrQq+AQ58VxCnl2iIErWRHVkqqrG+HBo12uBzEi90Zi7Nun0yWU/nBM1XzKs9KckKs1zjYFiszTIx+MZag5n/JuxseRL3DIU06sa/5pDZAYYxhSf6RMKTAq1Poa/RsjyOobZMXYfagtQEa8WbAFZq5UuLlWMq18PXiiH0uUanAx3tWd5+55uyvnG5wAm8IAHCymcDLssfdn/ov0D16Fd3569i89oswhys0V2/h+As/j2b3CM3+HPf+2d/BE7/436TLIiTeaOulNVrC6ATC1ToNz4T9qGfWDuuLOEAW5r5WPUxI1iKIBS17FubiN3MGGk3WgvQrkrs9Xy8sJ4+FJpEuAaKUUIRSZVLB02EiulP4p1I6Y5VZMrt+bk1ZgIRduNfpfdefp0KpqttJ7leJs3xcyu+0B4/8jFSo4Cr5MyUCGKGGi0XqM27a03FfT/P7n4+LZwJC4w8AKbgCWclE1KfQCqtmcu+8OBeMyUYQQ5fmJ1abhoRNTcx1ZRJ84f2gQvhPGRllyFLsurqm2BzjyGliPS12Zi7WFk8luaTUoL5XAGp9Mr/XG/q6pXtPPommgLW0n/scLv6z/wz+0SMMP/3TcC+/DL64wPDP/hn8Zz8Nf3GB8dOfwf3/038A95bkYnDiixws8gjHgctBLPGeRXAkIkxRKrUSpaJEwCTKkK5KEYwB1mtZa82kIrZSIZeCpNCdUgpaKxyfdDg9W6f27t47gtYKq7WBNkZCi+RXALnmWCSjGbePBS1vdPU6b0IS8bHZolOjhLOCsTY9OjVgrfsE56qUT2GZ6XptoRSwabO6sW5rLypzrWRFg3OZwD6tnVYqFoc+K3FlW1JTI/BeX9cdik+zITc5LlEFBOHLjZJQoKhQRE50sEpCwzRDUSwqSOhawqqjcB9cWe03a6nNIfPC4bnLGJ0nXI0dHvUbOJadcm8bPDxIvsF+rBfT4BQcq6qgLUHyXkR5khpZe5sT9w1ZkIq7cHHH7FM4LBW8cupxQAyLKpN/jk5rvsmc8xqYc1XtKlnIg/sDEnz+VPnSIbRY61zcNBwjpQTOtrqBsPeYomBqzJcoTzMm7wKTvYtO7uDdohtPxQ0levaJNe6etdi98gr6H/mLMAcpwFKtx8k1BODWS/8DvvixfzUdiQzAWU6GTx8K5ww2ezRWDWNwGiqHyMrfAP3JgCQ+qyyUReVcwxUVCij9hmT9qd310m497pqFRFSi4jcWBabVU5RwaStWCfXIuN5Jfit6Uems8j7z/5dVhqlNpjwrC75SqDCfP7HHTP7WDI2qM5YL+cXxxdF6ZEYWjwvqVju7G0aEIyz6TEPJY532u4SXhGBtKivLlr+LG718wAyrWrS+B5OWBH/f1+hQYTExKZAfijnh7AmbFpErFxMRaDZ4yos0zhN7cKFY1E9S+qCYh1FaseImBMRs2DSW7HeKZk9fj1Fp8bDEfpWGh02hXAwBREBh4eI0AfX4gZhTcUPvFTLG4PkXXkDf9/j8/+M/wcMf/VGJt5msVwJClTUA3oN3O+x+5pNY/U++J3h7FS7dsUCWxpoEIKxbWZsxfElkIoLWXIEFRmjVVctFTaCSH4hi0bWhMNxKVTgGGBl2nCjVRDg66dB0Gk2joZQKy5WScG6MrGsVZK/I+++djjhd5/cgwpsaZRMKklEjOm2L/hDeBxn5idnBscLed1Ck4dmF/BHZ70bPaDTjpLPYjQoWGkcrxugY251KtR3iEyDi9GjKCJx4XomhEWkYEZQ4Ufq0yrxRk0erfeLZCH8ZCkQODY+iUHFbha1Go93o1SR8Oed49OOEKwdl8tBnz1Ck/QFYdR5HK8AUHgtAclcEKr70IBF61+D+7ghKEcZBamjIOpR5UAQpTBvGWrMpEo8a79FGhCn2Vc0NYw+YmdAoFEEFoxISlBSnowjGEfni+hh+ewXeb8UINHk400KNiayt6lckchZACDk1Tc33AVDbgs0tYL/LnglFQO/BIWGISi017k1BUVnyIPmX/zl0qGnzTtONUnFDFXWNhmoc3CFXdJzGSrLnBFeomyZrzoGOH76EB6cfRsmMliiKjjw5WmIzqfn7kBiKShCykx+/TIqu69Q7AXUi+TJFEXuKVliI8pUSs9zc/Feurpr2GZQLziyS8KXlWNRJgMtwgnFEUT2Tz9mrIRCADIT6GIuejsc+e0rzXd0XZUY8ixp6TGvxt7xeYoJ70fDbUFJlSAMJMeuapxWt+rPie9c9L8imMoVm9R7EFqyMuMELhUI5K/2oqMgttM1eNr24u17nTQlCUbW+GAsbzoIEk+/ght5DRERYrVbAgweYSLKTEwHdKIFydVGhlvXm3ngDrDxwfAe+3AMe0+c0yiPyUU0SBrR0rTEEPUpIUkRHcgv4/GU/Xff4Al6KxEuilVjzWyMVsnPdiSxwRw4mFa09XLD0c4B6ViFMKArqRJJf55hhSL57qBSiE5OptWJ4jiYlST63LienR36VDWoZZUktbn7h/iffRyePWIrv0fI5XqN3Gp0aMHgTglMpFNcjGPJhvMv9ZvZSGo9qKoVoqXoeDP1zQ/o1dwIZIzyUItQw8FFxKfufjyWOk0Kwlw84g7G36mzOayB7kcNzJ1XnnaX4bhJ0JWvL+C4hJUnRk1CHUHWxzQNcII6/mQZwY4XgR0pJX87JHIurL4GrMAMUcyrK9pfiCtNMvDt0o1Tc0IzM0y+ATm/Dnz9ArK7NwSrlrEP/4FJeKshiP/+G75ELmXHn1Z/B+/7p38Q/+sSfxtCdIioWDAmBKpnAYSB0hgulhdFpm+DrYiy752xAjdcTJBF6LNhEDmuqRfglxWZ6SK4tWY4wBUdqUifDV2MxkKQ4YVyo/BFqUoQujyrPQflqx9/qcKfSAxGPeyh4cSOjTFxjGB4SeE9uP9+t7NMKeYP0oT6E1LYox+mh4FSL5FUgBWIrFU6TFd7BQ/ICSsuRWJdiCFSOj81ufFX0VMwCM2LNBs9c3EteC9NChWKJEug+ZouIhqV94ZZGLBJYKFIphEiga6GMnKMBcAuMO8GW57liyLoFFIPcUI/djiDvwU1bT4YdoA47+M1JVhLsCH3Y5aeqDdzxbRn7/hLkBV7XbU5TW+W6JTtCDfv89InApti4YthUCKGqthEiQDeCSFKGZ12z4eknnls8fkNf//TE7/pdePD3/l4QRlAxP2UIulWgAEE9OoXu279d+Dsztv/R/xX81AeA//2fQXwLmCWGXz5HDwRVeQxRAGwNJXCc3QEVDwDyK2IM4fhIYxizActaj/1unF0zJWMoCeAxiqQxwN2zUqaS3AOxwLvQLydDjIeGgg1VxDV6joJo5NM+5Z+lfsihIaBRMeQFOLgWjWYADoOjgGDncLVv4Fm8MqSAq20lowKQ+htVoTzFMEbNzgNQIFrJfA1W4/6lwunaYd0SDtag07aYO8Lr2zOMXgAvjGZo8tDKY/QmtbUxAzyrlD8Sn7E8S+Bk4/HwMsKzy2/DGHaSid7aNFL87nwroVknm2gsoipvstozONSn8AqdcWh1ttrHyIA41kyZOzdK8G0VLBoaQQoYsIZ2AwyPcKRhuIgdI4JyAxQztMvJ2gxZ02p7Lh4LpVAmZY+vvQ5ij+bu7TQKWq1ThWxmzhCxXQc6uyPrehwSamAadVQ2tMnhT7wC9zuBlI1hsVGhCJNNxiTZiYwBt43UuijKxy/WqwBBfeDjC8ffGbpRKm5oRv7qEsMXX4c2GqwV4Lw4T43GcL5NCgUAsPdof/ln0b34HTi7/yk8+0t/B2N3CtpsoHyuXtpbwTFXJJWvB0fBSiLFgRR5dNpi00TLQEzeY1iEAj6Vb4PgZhWZReAsneVJiA1XRprsrYvEEIHy4Bq02sLAV54TXdWbmLcmisZEmPuSiRY+RzYklhA3Q8kALBoYtmDKCkUVKgNVfJe2PRQUSdKhCopFqksBpORkBsOhLjYVrV1Arufhg4LmAiSsyDLRqyKbRr6nenZicmj8javPPhQWzPOhUSCdMAI0roP2Y4AKDK3ywmZElOMNVF11FiB4swaNe7BuA0yrxHVwKBCoSoUiktLiORgHsDHSnR2h+j2IGWp3Cd9tAKWhDrvqUnIWan8VIApjlW8Pvb+Ea9fZMhXCPdQwKWTGnAvZuaJg1LSexmS87IJltYANrgem4Hbny9ff0Nc9XfyTn0+GmYoIQaHIvzTaw37yZ0F37mH3n/8I3Gc/g6Pf+d0gfYGd3wQO5DGOK7TawShGPxLYEFotCdD7UergGF3nUnSNhM8ocJJ7yuUm9Q7yAa0JXacwDMJ3rRVFoGkUrBWjStMQjo81xlFksi7cz53T+VKWmhkKl73BprHQqhgfGK2O70wCay44DQXFow5jbCahuSs9wFoxsrSa4TzjrX1T5Q4qAtYrYBde35iLMM2jECs/S9HAoo+mAZqGphGK8qz3GloxXr04wVm3x3E3wjPhUb9OygNDEKdIh6J+Be1sC03AuvHorUpRl9GQdrRiMLsAusI49Ix+WK6U3veyHrQm9CPB9IzWAPsBaLTCZiVe7tawIJwDCVkKELQpo0Y0ykttqvA8GuXAxGjIQsNj51ZgEBoa0ZkRCk4UiuLWnG6hrBSHtWDokJdGfpQcNW9r9CeWXBoQAbtLULcGtAH3PcZXXgHv9zB374jnWeLtZl5o6jowe9BZkb9gQmRH4NO+24B0MPIpXb+j3Qa8vwSGAegPeecqcuzK90UKX67Ah17CntYruTYunBgW1TTAoy8CZ3fnD+0doBul4oZmZO+/DngPN3jRuAvXuV+A+Vi/8Rl87Mf/AlSo5Lg/ehKkFFqVrQxdk8X6udzC2DQDTAGFF18WTZws0+X/5arSep/fGw7Cc2797fEI5uE7tSA/uAasRnS6hOt7XLgRzT5NFZulKzJvri34lZWcERSK+ZgZhBFtQDuRdjRyfC0tXBV9KiBIPYrJyKvxL4XLxE/BDWsnbCVe4j3gZpB/07Z48rkQMpJSx4jb/Mz6zoTW91A8t8yT93PLjTLwSstvs0EruDYXKlJj9gqAr0ltj1ZaZsE3dxZwRY0MZuhDwE1XtVJIAPSwB8cwqOgN8g7mcCUu+aZFgac8u75UfmSXDt8fR2rqwl+IVThcPb6NG/q6pd1nPwv4edgRKZq9D8yM3Q/9x7D7zOf1+96HtnFYIYfE3u62OB+P0Lt5Zd7d4PHWVQ39GaP4BBGaoLiOyPLXhDp1nRS3i+OMisp03LdvZW+FMTyLSpF7k7/Wa1z2CmerIVnhiWpevsTXl0c44dMUDFtiXBZkIjfdp6iCrCWigA61TLp4HVedKFucxjg3Pp3vGhABF4cGrfGzRHEgF/i7znhFBKwaD+skx6I873jNaI3D57+o0A+PN815nyOEdgeFQ9iKrRMl0ChRNGXepvMuEQIn3dR4E2QKZaHg0ZmaN7XYz58fh9w5IjAMPAGt3ae7Ju+q2UjrS4e9rJdz+8++lDwB1DRQOoStThZcAoi5dQezhWUawLTwRyeiqAAga2tAjniNaYAHb5VTsrw4wzWkNdRpAapRQNHm8xT8+f0Fk+Q7QzdKxQ3NSN9+AswMux/gnYNZiXWaoqAzEWjIiOWcncfh0RX0m/8jnrTHePM3/5vgJi7qLDDWFhZOVuy5lFbnVxj0cDABVclDkcVY1EFIbuJgZ2qVBbHH3s/HIGE1GS1jAsKZ2hu8Ct4VxuAaeFahwA6BlAT4LL/jUYWoLVtTBed6RSMfy6FZ9cxMz5yyd3H1i5sbk3OW2RJXM87IycMcPSQIil1x056D14g5hEJJR8HWE/0YUgyQI6o6ZaDdYi2Un4oZSKFk1mtoylb46jwWRUM8TCFcgaPFUZ6VI50VjtqNNWsLs89ztW82l97Jv1glm0ISoLWyGbWFp2cprmHh7mcdXkfli1XG1/J1K2TSNJGMO8YDF/G4VChXN/TeotXzz0vxK/YxElBoSTGlHC7aHjVoj1qo/+r/Ba881Me/NV1G8Ljr38CreGHWhkuhjoUBiDPcKrN4oVctY99L5WURLoGHF6hi+uNSvHXs8NQdxvlW4dFVXpeN9vjAkwOOVh6HUY4fdQ5vbDczE8pJ2+PuZoft2KLRkswcA1Qj4EXiK9e8mhGetHJ4VkGvAUWQGb3T6K14DmxQpgBgu3N464HFaBmNUbBOnstmMze4pNCoAEAkhfNCiBgDoGt4RaCrvQCkjI5SkvWqDfVFvNQYmfLf6I1hiKLGLoYlyYlaMaynygtFNA9/Aurws9hRXAvbHWHVMVYB42NaI1SuFy+OJg9NYhxjhlQMR4m6KPuKQHI48FS0JQrha+FrDG0LIBeLnJFZqmcXMg+ZBm6/BzsP3w9Q6xVoQSbKHamUAzHRlyRMNoJlLIo/0SvNSBjEROKxvjZXor7ntGdV+5kHHd96++u/TLqBlL2hGelbd+G7U7h+BFsPuxdLAbOEQFVEhO7sGG4YsX3tPux2D+y2uPvJ/x/e93f+QoGNV+1mKLmyUV5qHKRD8kFgZCOjG6Hh0GAIkLJigV+rHho2XeO8BpHHSst5RjM6NVTtlu9jdndnihuZ9VKNm4AQuqPCxqjFI+BNuos6uS2O2S0kbi/hM83F09xueUVMAayvml7kgyeDwyxZDlU2ed5++Y2L9j2MfGYVPuukJDCy4MEg2NhXQDCSfAqdFJEYOoCgGqRwqWK+8/g4CT7SD8PAZUhfKIxscvjEZC1RiJc2XhRKBQ4bTVDnSMErM5s7nsx9nJG0mXhbW0eJ4HWOn003YgOKVNisEGNro8fAFnkeCQ52Mhrv8z3FxRiFGTe1Zk02jBL+MFL0PCzt2qX0NPVYFO2os3vza2/oPUG3/4VP1KhngdgDbqglQTd6sGN0Zx2O7h3BrA3ojVeAH/6L4H/6M0FxZ5yOb+E2PcJt3I+tAZAwV+fFyl0eBxCK43EKo1l3wBNnjE0nCdUnG+CZJ+I7Ld4Laz1un3h84wc8bp8w3vekw7qT37Xy+NYXd3j6liA6PXXa46nTHicri6ePdxWXbLXDsyfnWJsRt9Z9CH/yaJSHJk65tfGSxGOract8uuSYwFQZkS+ddmGefcg7Yez2Dp//woDtzmMYGNudQ98zhoFxOITzuWyTk0IBAP2Q90nP2fskgnr2TgPAMEpo2oNLwuVeYbCh6J6TPMHdoGAnLEiTKHyRc0d0LOtV4ovWE/aDoD7payImI8X921qZh3J+nAe2e4VDjwIZrLgWodgsOO35Cgyj8i4CioYrjw49TNiNUihTaFT5MR0jeGg3BJ0sKFAhn6665tGb4kEgJbl2zKCuBVvB/h3evJ/gZLnMd4jPpWnBRBLuirx64h5Kw6Hgv4U3KAkggtIFXcCXMedk7SVKml5oLyoWJe8nBfXk+5avfwfoxlNxQzMaXv4VjF98LX1n5zFuDyClwJ7hncf6G74JSmscPvOL6M+vhBEX4SUExtHrn8Lz/+1fxivf9UcAzF3tmqyEPIX17ljab8ij1UNgSIyOeslNoCy8l0y8ox4DtyDyQWCsEZta7aDVAYNrUh6GGBdiWwEWMTDm3ksdjRjfr4v3McfQisB+cB0MWRjlYZlALMliusoBCWMtPk+P8eyXWlQuP+WtLSZxR6UHIM6bYZxvBwPPCjoBvCaVJbWZPy3hV5XPTaU+ndepEkfqE0D2xtTXlxtKPB78CsEbA6DEImcUCfLlmPKzySRrhaHQFPCwVf+ISaBUa1XB1Mbeh+eRRQZiHwoDLjBxJVk15CxoPADOpjvPhY8mrnvnRPCnomhdFOa9B4wG6UauV8UmFzwfUvWaJEQq/RbuJ208lO9rStETMb0fKsyOaUo5fXdvvQJ85Nvm7d3Q1z3d/zv/tVg3vS88CEKC5OfxzL/1b+P+j/7nIEVQRmF9Jt7dBI0JAP/lD6P9/X8QRx99ESa8o8+q13DGF3ikb2PAGp0irLRY5zUczvsO26EVRV+rEA7D0CFPoIwaIRKY1KfuiGW6NYzLHXDvVk7q1Rr46PMW51vCprFYtVxdH+mos3jBXGC0BKMcTtoeWgkCUjo38Jwy5DYVukTBr5OQn3lOlW1RvG46FG/10ACLJ+XhpYF1jLYhvPXWNblNAA4Hh3H0aFqFzbo0BOXkdWZJ8m4aSTz3Xqz5oOggZejADqJnIYJoAASj8+4BEC73hEZ7HHXiuVET1sFeakTka2QMrQHOxzATkzVV3VPPIJIEdK2BdVcm88u97XtC186vj16fVtkFVhYLFzI8DFqMxQiDKctb2RE8B6MQoO0BKoB5RIWCwg17swJ7C3P1AOr8gQj9sTcieO9hH53n8TmH3a98HubWKdrTE/DVFdA0UMfHkvs2jvBHp/Ant+HtMZQdRDkxDcgOAAisG3lCrpcQq8LtQ+zB4zDfQ4A6rqy4c2IECLDaACYDzsf8F34J6mO/demRfcV046m4oRnxwiJmz3CDlZwKZqiT29C37wIeGK8OsAe5xjsP21up+Aig++f/ODFE77NFIqL4xFhKFRiNMPLg2mSG5lCl+hprCAW3oYENVgwLQwOyPUCsvpoYRrmlFuq2KFTknjsjMRPEAjnWItTH64JyUopu19gVqpbn50TGm3+/7hwR5GNgWL4utx/O4aCAcOltQLABPcbkVLbF4sEpFQoAyUv8pbYTx5+9L6USElWt62aOJlfX/pwvi2K3wcWc23pMe1HYdy4pfKI7hdEsxYpHL0WqehXjaTl4IsJseC//mEW5CUhNFGBk02/hvOzVuK5PrhQFlON8O/JL784NvRfIH/rKDCxGFJKcigCvdvZbfosUl2s02qM2vYrKKJAOQun2As0bn4P2Fn6/h3vrPthaHPlz3Nq/isYf0OkRt5tLHJs9WuNwZ73HphmhNeGkszhZjTmf4Jqld7pxON14rDrGU3dEuSDiEPLqoRTj9onHnU1/bdQJALTa4/b6gFurQ2UYehwlvsgAWGoXRUOWL35bsqznNgoDNOJrTuiHXKhOEELnE+Acw1pOz+i6PlzwOojyEGwVgX1EeNkliuytPDI6UfamCLbMEbFxoZ0vkW04l52riT9XF88h5audjqdGpdlIHsOdOYS6+mS4UmwFHphL8I40MAHh6A9ZoQj7QAzl4yk/9x5+f5DjzBFNQK7xXnIiAEAb+KYDN52AY7QrQX0KcGAUPdneVXlwNM3eL8Zafy2Mtkse6XhNNKCVULnvMN14Km5oRu0LL0LfugN38agOlCxccEff9ttASuHhP/i78KOD0gpMhKvXLwAApAjHT57iM//vXwF91y9i/+JvSBZsBQ+lgN4aGOVw2g0gAhoak1WCmXCEc7QYwQ6w1MJrg9JOH8dieMQKVoRcjooBBL2IBCmn5w4gDYLgcIsyUudRMJfoE+EYSkhbwc3WyTrFSTGyEKi+Fg4Okudh2IKIwamCRSkoR6EYhRIwSaaMjCxY4FGIraX47ZPoS0W7ZUs+ZTdkxCgCoBPOdbzbhG7CKFrIcx6XgIMuPD1hA/I6QcjqaNGj6eZbPr88D/G3+K1RA5pQudZXno9oKZRZiVXMAcATQXkHpwy0KxPvigEUu330rJTHy+/EDjEnYbnOdmiKWTwHpXfBywZBqzVwVSjppAS+JWlg841tkcJ50YNBKArqUV5LsvFRTjCMY1maA54cKxO0J8qHOnt3CiXd0LtPt7/zO/HwJ39idjwWx2qfuIfjb/lWrF98EXp3H0orjPsB6zunMCsRioZtD1KEo+ERrn7yJ7D/B39f3pHVCk/8xg/iidM17pLG+OHfCHryGTgobFd3QYbw9Clw8A2gZd3vxgafPb8L6yMkJlDyxqdPLqHA6H2TLefwWGvZJ0anoPo9nrWv4HPtxwKbDGhIcQMIL7cOYTPx7Rao1GmKqnAKzzEPTcJNRqcxskn9A4Q2oBGN3ECRw4nZZWchi+KxGzswxKs9eoWTDePRlbTSdQrHxxrHRwHCd/R4480hJ2pHW4RnGJMFRdln5HNjBEY3jr0xUtPCJ7RF8biMVvYzQZCS43Zi4JbzCK/tGnzwKZfkzv1AeP28g2fCpvOpCrqsG2AYCY1BStR+nOCvFXD3NtAYUawEgjaP30SPSxMqZFPciwX5avSqAnEp94G4Z3lQqqdEKJQAkjVmYGHYwqsWZA/ibycK9UfSZIhHY3ME3l0B63WaSxz2UOsNzN07sG/eTxPRfeiDaJ54Qi53DmhaiehgBowApmDoYfaX4nkABPHJWfGkNF3YEzpJ2rYDYo4GMwPHDXB1mdH7iEBdBwrebfYTDbJ8SDGvjzlnwcvEQj/7wesf2FdIN56KG5qR6lZ4+t//D9E+936ACOr0Fpr3fVDgMtcb3P0D/2ucfOK7MD54CB+qnY6HMSkUgHg2Ll55BA/GrrtdyS9SJEg+W6+wHRpocglXO9IVzlIineFBLLVwEhsZBDLNFgISlxVxhM8GNglOEkIVkoURLeoixkfZzrMkZssNxC4Ig1UJzaN3Go6LDawgBqVNCBBFQwTvaXJ2tn8X0aG1kYa5OG8akqTSbz54HaaU55EnoTu1F6MSlTm3VxcV5DRncl+i4CRlhgGbPBdIv6G4hiEPp+xZKAq82eOgySblkkhyU8oJMjSCSMIrqntmL0qc0hhVU1yRNyEmqqzuc8WpuOtQhYtwvUKRrT8TxCSiVMyOmiI5u6yoWnhE6o5xrRmUlEpjmSpE+XovmxDzXKGoW8sfp+OYSglL8Lk39J6ge//6v44X/rd/FGqzAWmNo2/8RjR3bgNE2Hz4w/jYf/yfQLUNVisO8JbA5olT6C7zsmbTojtdY/iVX8H+7/+9rOQeDnjrZz8F7zzADs0v/xywu0LfnVZLqFMjDIt1dG1GvP/0AQBGQ2PwIEus/NMnlzCKpYI3lW8nYQzKgFEOm3ZEO17iA2/+d2jcAWDAjDu041XYF0ac+IchDNVB+0GOw6PDLvGKmNnFzLMq0o32VdIyADg2icd71thagTNllr3sweE4GXcGJ9C6T9xibAJWyPGRxtEmS/XGEO490abPt281kAKChUKflC5Bv6qBhgjWZWNPOedREbAuektE0TgM2Z4xWsK+lzyJLzxoMTrJiRGFQtrZ9YQxb7nYHQiHQca77qJhidA0mY0oFfsn3LkFmHA/bRNrbAhnbhtgs2KQygpFmpsQqrWzK1hWhQ0mFKgL3zWs1PMJBjOeTgQRrOrgSUG7Ie/bPEdES4a5zaa4nMQ4pBTau7ehT45lfp99FuZuhmUlrSU8NfbvpGaR2Z0DRaiV7ndQbgwhrOU4FWCKvSLsLfTEk6lwHrUdpvkR1aSbiBxYnKMm+5LRi9Eo7xTdeCpuaJHaZ1/Ac3/mByVPIroAi88AsPvn/zRpv26cu+lIE5onb6F/dooQwoWgJ5YIKeZW8IIQc+lZihIRM9bjhagYIUxKBEcVvkfrVGm1lb4yPK0LG0dp6Sg+E6HVHpe9BqcNRsY4OIhlqvOwrGGZsdJ+4jKmiVUdi5+5moM6a5w5ssxynLWAl23qJVJTPkcsNYWCheup9kSHsKg0ztw/QZBMpdheeS+SY+F5rjg5xOqyJVPL42uUqzwZ8pnRqLEeP5HUo2CX+WcId6uHnxUsrxsMysC4PoTV6TwpqgGPBwmrq+5mMjEMXC+QxxsVi9cUESubLj1Ya5BeLysKM4WA53EI03E9fkAy3+wFCnqafF1SlbNBj23bXz14m35v6OuViAjP/Tv/Dp79/u8XJXmBn9u33oA7f5jeAWVMFaZCRGDHGLf9rH1vHezugPZEBDG6fAR398VqPQmnC7VXSJCYvvneK0n4cZ4wQOBpcwhl/XY6rwDlQEQY9BrK9jju38I3vvZjFZccj86ARrwFTAq7zRNS2LIYiwfhoXoCliSm3XkCuBaH5FXMNTWC7RuxkCcAWG5wMTZQGLEd17O50cR4sNM4WhM2K8kfKL3hRIS2JTz5ZJc9ET3PqmnH/pbgdLOwXbcr/YvZxgrzBgAMoxQiLKtvA8Bh1HjpzeBp1vXcbw9isY/9RHuFMYQTI/kNjVGJh+cxiuJQ3scqJOabIsl7M8mpiN4rzwRFwNau0CgrhseA7xTHNnKDDW1BpOBIAd5LDampXYQ02gJqfMbtgiGIfQBYmfJDUiDvsHr6HvipJ0Cnt6YthFsuc2CuMUgxLxuiojxQeIypaUFPPQs+fygVvifvpcSPm1wDYwrWsXAf/q1XoZ96//L4v0K6USpu6LFUKhFTGDN9ciYvBjuJzV0gf7kT2I/CQivW6PCZHI7bcS7PMGPtL9HyPoi2DO2soCmQlkIxDHhChdowH4UwwJEbjN6gIYeRJf+gPCdcDkbEGWdoxalv2QhE4FbwEhdMNQwh4EN157cRRFOftdKQrfoqCPfS30LobSIf8hukFalPQEBOdl4g5pAHAtnoPaKL38GxgSIfkLfy3OQxc4gzVuF6nm1y9V0WFje4AJ3H0Ep8GY4zBj3BBQ+FPAjJpWF4loTwshvNGUYwXe+l6F10hyMK+yF+jRhgjhXRI5pXVgMr9Y3zplUrodMH4KTY3XVzrTUQ8iGWT7hG0ZjOKbNYu5RCghcEiau92IDkr5djNFWgr+mniBu+9lmadvn4Db1nKEGCx+8FP1eb46wIQ9aC6MnFelAQ+PC6UZx88Hm09+6IsL45AU7OQqhHFpqYGYotWt7DKg0mHQRe6U8FAAHhJ4wBMdQ1C6fJyMAOK95hf/QE2Dl0u0dz40L+BsUM72MIKOADmo8igD3Bsp4VgQOA3aBx2bcAEY66URCiihFlWhYciYAjc8AjpTE4nYrtOV/yfM5jZsY4Mrxn9L1D1ymoqQKBudBOBDxztsdu0Gi1xbpxOIwae9ugO/L4woM2KEbTUUqfAcwoeUGWeUA9ZqIAKcuMk7UPMLMKhzHyc8bJymJlPM77BkfNiNPVAM+EB7sOlk14nuKhOm4P2NlV1d/ajFjrASAxPGY2l1GpJE3bw7MBwQp8ejII1Q+DGHCqFSQo8Jw1MkPZftl7TCS8/OQMuLrIOWxT0lJIRaY7GjzrmWcArAJvvsYjnbS2WMVdqdmWkEjpIF+F0FrvctG7xba9FPN7l+hGqbihL5vu/J7fj4v/7h/A77Ywmw7jfoS3Ob7v8EYPf3BQ/8M/hP/tvxMIG4ZJyriIpZoEco9iAh8zbtk3seJccViSqhjEgGKHkdYgeHgdrFvgUHsinA9EIFLs/Qo9rxEZmIbHwU0rKMtVzhEMMXRV5C5YrEIkSWditeNizGCsaChaAhCsJZGpTPhX/lwc9xA3bwlG6zncW3FzMX7XFta1mIgNCAJJbNhP7tSDMHC8/6zsMTfJOK91hrsjQtqUrFew3KRRewCagzt6Mp9UPA2Cgw7IWYpyOrkhh4ENFBhrdQj3wQmHHJBwB8vBe8SinGgeZfwUQpTYoXUZrUPHSY6KZhhKrFEht6PFauND3REU7nCipAiw0qI8FHj0YAa5EcqOhedotpPJxtKu4MderEzls7huQ/GhMlTpwvF2EQhekgGnbFySEPlxWObRSqZEmOPQz3WqqHni+evbuqH3PKn1Brf/jT+Ihz/61wGtYQ89mk1dOMusOuh1h/1blyns9al/8VuxfkZiykEEWh/BtR3a4RJ9d5beQRPM5JodGgcMagWnDAy5lOPWcMynA1oaMXAoYBCooRHEDic4B8Fj6E4xPHmGzcOXsTkXtEI2bYJ6BgTmWtsD0GQhSrPDQCuQd+hdk3iuZ0rGmPN9g/vbdep/22vcO5G8EqW5ejU1ORjyaJRN6FIA0CiLO90lhiPg9atTAMCqlcrhQM5/GEcP9ozd3sPm0HkYHeL5C75qLaBbFPNCeOH2FnePBjxzOga/MZLBZmdbKOXx0pur6hoVPAqHPh+1TkKT2kaqZHetAhebTixQSCS1KqKOumo9Vq2gPF3sFK4OGk+e9Lh9ZMEMnK563F4f0pw9sdnjsw9vpbl65vgSx+0AuzMYwrGzbo+jZkzXNCruJ1wYzBhNWFcMgkUL9iM0xtmeJ3uEhdcNvDYw4x5EGopD6DQzzLANhhsDNk2G/w73D62B41NgcwS88RrQH4CueEeaNisRMXpCKYBl/6h4qzLSF008yZHPh/DVdA/OinFWqfm+0XZyfLVGVBTJOcnxiPde8HbSBurZj+Ddohul4oa+bGqffBov/t/+Mh79N38blz//8zj/3D8EOw/SBDd6HC4GPP0/+9fwuU/8S4isSyeFAoiC2HZscdT0wT1OMDxgXSgU6QLOATmaLUZznH5jKFhGqqQQ0Y4sa/Sci98FIwoakvwKATVVcBxiU6FE3prcqyapp7FuxjQck5IAFXRIKq6tCRQNyoViUW4UMf0vqiDRG1KiKskII3OP6CRESPUnlpSj0TchSVGSqqPfgxEVkWWzh4xRYedWaEg8Bc5HTwgXSky2lNXVOJCOR6+OJBlmSyOHlLoICdjAwVCe11TNohiiCB8Oij0MxmgzA3vxXjVuAiMbFaLJsTSreTCBsXuZnYJhS/J1iKkm8RDkeFxfKwllHFc5mbFH0wZrLWevw3VKBSCbiApKIrtrzyWwKBYRrSpahgGpEmtMIZdNbGY5vuwaf0b+3T14Dfjgb7p+vDf0nqfbv/cPoHn2fTh86p+i/+RPQWHMynijoe/cgzo+w1k/4vDwCs3ZCTbP1vVLaH8FvbuEWp2gtTs41eQVV6zNxvcBeCOsYa6hWY3yIB5SnoMhB02MFfaBN+R1vLv1PIzr4XUH364FMtRbMGkRpnRTAVLE/h/QEwFYQhSK7digUQ6KGPe3ZcFUEcAfXjU46hysJ6wayckYrMLKEO5sLO525xhcg5ENNDmcNDuACOf9OvA6gtFSj+PQA/secM4n1CabHJ6E9WryPgdPwtHK42zjMDgNRR53j3qcriUUNArbcWZE0fG4e2zR6D0e7QwGq2EMMFqF7T4+3jyXo5Xk8WEEulYStD0Do/XoGoW2RfC4ZP5/sTdYd8ILT9YOrXK4fRT3Q8at1aFyviownj+9xHnf4bQ74KiVc586OsflIPkTR8U+G9cIgOoeY75L6VF3MAilWFEGWUt9ohaKZU173UK7AV41IHaieAYvNpSCX5+Axl7gXDmECaYb0MCtkEsR94hUCyj75uO6htLiOY7GGxXKwkfrYOlpJg34fhGZCm0nBiQXCqyC5LtSAWUq9E8EHJ0AQx8xh8XA5BygCNyu4O+/DPXCx/Bu0I1ScUNfETV37+He//x/icP2/4nh//vjlTW1vWXw/B/5A/gcdPGixXeosICwQgIVJUFqmNFC7PnM6UzTBGPA+vCyTUirKNQpAB7W6qK9UvjKn1tti/EHxkYIITVLQp+MpwyvyVdGVKPSnh/P4ckYZHbEUCStyTRXIvOsb8cSQlBHx1x3/lQuVhi5hfMTnje7/Pr+o8ekqqpazauQJgtFMSX/+hYNDwlVKvcS4FZTanh9M8tPsiYmFa6n+gZncanlBrDU1vzequuDx0PGRsslaEtKLvZyhSw0zQFdrAxtKYdPVBydjGmxQTX7je1NovavBzr+9t+O42//7XjzP/w58GGyjk0L8/yHoF76ZWzunsDcOks/VSE5AYNfw0P7HqNqUSaOJoMAJzkMVWHO0K0mhqYybHAOziANEvZnz6RqDJYZ3XCZ+GkEiSjfIgUOCdfRXCK/jN7A85xTMBN6K2KsVhSs7HLewRrcWW/RGYn5j/fFEIHc+hp622jJK7jcZo+Hd3muI7z65BZhNPDEmUfXAIDD2gzodHRtXG90AICTlcPxyuHBbgXrNVatlwrb/ZwH7PaCPNUPjL547Zk9Vp0KCsXUgyFzQUS4fdxX9zsL6Sdg3YxYN0N1niLgrDtg8I8XS6/fweKvkY8Xu3LIfUs2oSrsk4ApwiqJ8A0Q1BJIRdMK31UhlPoxIcCyyCcFWa77zJzqZ8zIhAgBY8T7UYQWxjsv26JulTzQs3sbD3i36EapuKF3hE5/07fUQhIRVNfh1oc/gM3LYpVhICUuxXXeqBH31pfBoq6g2cOq5rFiFAFgpaDYwZJK9v0SJSnmRxwqFzrFoUn9MQCx7NvKWFjvYb1ApTr2aHQOlZE8A4YLBe60AhxLIpmHggahU2PVf7RO+ck953AioBR1603PzwrLIcxfjQZ1rai8cGzay+QXnn+OyCbpWs73ULfC6fzyOwXp1iThICgaaRxcfY5tVCk6pQseUcWKhyjEb1PVe45PCPasYIWa3T1R9kaUx6M3YTox8Tth3ud1FOPmYlyuc29/zSJxcV9lC3Otb3EzmTVXt1XOz1SDVMe3v6wR39B7k5r3fxTDL/985ulEaF78GJr3fwT4yb8NAHC7Pexuh+HV18DDCGoatO97Aeb8DRxdPUD/xPthz+5Bcc5xAmSNORg4SIifSoVCI8+Iwl/xRjKjwwEGQ6WgxDXsVCu+xiBMWt3AuAGxXJ1VLazEDYGZsaUTHOEAyxp710GREu9C20MT42JnMLrMf4kYJyuHo85hsBnq1Xlg9MDBdWhpxOv72xi8gSYPTRJetW4Zh9GH9mTIY8i3dS7nNETyHOBUJ8qFMQKn2xrJd7NeYZVqYKrqdU7KCqt0rKURz5322I8NmBQ0G1xsc1iY0YxbJ4C5q2AtcP8RYyiEbaUIzjNONx7rlfA9QwPubGTOHBM2aodGSRTApd3AcQPnaVLENNcc8Qlugxb3n3yNcCcXDJCaxKhYG/OCChlzHUsjEBEUZ2Qm8gVvZ0EMrLhl2gB9vWcwx/LgctC5Gn2pGMn0c7W3LFnqmMXoFL3ZcQLi58MuFP2ghGDIbRcqbwP0RIb9TsVXtxfAya16MpmhzmoP4ztJN5CyN/SO0Nm3/WZ88I//++nF0psNvukH/yLaO7fxiY8orIo8T0XJngDrNa7GVXh3FBwUPBlcmAzVFq21tZwpNRd8sADIC+8rYXjrjpDRqzPFPDma/DPKo9EWSjHaoFAQISSF5Q0xCtqSnRHgVUOhpJJSHYfJXDHi+32NdSnMj05wq+mXQqGg4l8xTdO+KfOozFOuuQb1LLvZ6CfWs2okcwFWB4UtKhREolyo5D0J1k2q74TDfJYUcyFmHqHrQoji/KZNpUhoXiCesUKGcnlHJV8gRc01qnx82kfhaUhVZLWRsWizcO5CmyVNvRvR4rbgLmfd4LE0uYbLT9N+366tG/o1Raf/5r8L83RG7Ws//HEc/67fj+6bfjM23/1vAAB4GNC/9HlwkDx5HNH/ykvgYQA5i9UXPwO9O5eCY4Wny0PhoDeIb30EiuiwQ1yFWdEQatBjja18mazbWCE5KhQAAFKwZgUmBas7USji+6kUWkjNC0MOG32AIo+z7gAdhN97x4dcpA/AqhGFglmE69iUVsCm8XCs8fL2iWBll72gdzkkZdUKZCogisghsBab5Fwqak8AV1euus1VK3Cs216hDwXpRm8w2BzoY1kXPhfG4Ezy3Heqh1EWioCjdkSrHE7WjLPjMN8KuHsrIjIRjAGeuktJTj47BlYdYd0yNitReDpj8eRxnjOjPCxko9fkcdZsQfDYuzo3hoJhiav9LDza8Hj9ZF/LXna5xkeUQiqvjfst1XsZMxq3hw5KBbkxKxiIxiOaoybZcb6rOZsMVPn6YAzzvtqdWOmKj865+3Qv87no3hT8Y78LtY98BYlOQw8+HIDtFfj8UdEWA/utjHO/rY/3Pehd5OfE19VX/zVCFxcXODs7w/n5OU5PT7/Ww/k1T+P5Bcb799E9+wz0OltBvGdse+Af/bLFMHlfjHJ4+ugifGOJmSfZbs76N2B4+nIT2rO7eKjOsDuMABjex8JuGe1pakf3BVzqdcQM9K6pMNIjafLhuPxWFuRRIb8iVn7V8ElwnrYVv3mu3eL5t3zMFuc4H6BRJ+OV6yqVS1pZkm+vuffsfS/njCbH6nupVZryqtg/o6GhqGZbeizqsUZvRa1CeWh2QcBAsGpOhOogtBs/Ysq+Z2PzThSdGcsLuRTB+pQ8J95D2730Ow2FsgP02C+0hWzFip95wZsxDhKzW9ztYz0Lsc1yoyo/FwqNV1L0cRHFpKTiWq4UIqp/BwBSOPptv+fx7U3onea9N7z8q0vsPdzD+yCloG7drazmfnuJ/pM/hd2P/Rez67r3vQBz57a8RU0H7taAG+FXx3h472PYNbdma/Opu6d4dP+LSRik8E56KGgek4EijS2+s5hbRpOXjhnKO4y6EwGvIA/CDifp++AVHEdPBnA1rsQo7SXsVAfXqfW0yEc7M2Jva4S0qeX9MBAu9iEp3AMXl4zRTvYGFuSn09MmzffTd6VAXEkrY/HBszdwQpcQTqkkNIyEVez0abjPGFosuW8u5MQ5Jry5PcFuNHCOxFuywM2tEwUi1sbYdD7x89NWqqVP2dZG7fI+weKRIBbgkBFtevZSM2q+i1wNq1CjQv7NkQzlfkyx52YitDjkvZcD9Lj3aN0ezbibGaaIPZrDpSA/AblwqTwQkC8ElqFf3EHZtIkfp/VXdUK19yGMNX0fe8AOspady0nizJIQHj9PjEocjvEQxq4U1OktJIsoIDkdgOwJIXfJfPS3wHzDb124k+vpS+W/N+FPN/SOUnN2iuZsvuCUIpysAaOAOkKRZy+5irBwUNB+AW4WDGUMFDQkGJJCIm20ZMwZVfxlzjgLLwQLswUCCinV108tC2JVmaJOBbv9Y+TDa/tPn8vWuPgGAA5l5Yd8r2/fobQV+8gt5J5yLzM2zqUliK+5v7ky86XMQ8gYASMLCPm+3j68iEnBKgPt7TUp46EVEhhiRZMq8ZVCxfl4GBHBLdwIwSsF8j5tPvmGiw3kV0V5LeRuYltT5YEWNzCqzpkOeWljW7KgLdDbKSg39GuOSCmYu08u/qaOTqDvLP8WYxcJAOwg4YmmgQrFwJbWZte16ZqIskYk3k41yY1KbYMmhT0nFN5h5S0cI0VN+YUY+MSBOcJ4OzgoNFoUicV3M3cUPAZziqFNWsme4n0E6hDPgwsVrhURrGM4F4E4ind69jrLfOxdh5Xao9O2KBAK7HwLCpJdVMZGp3BlOzAUWmWxH5tUiFmLLS6gUtVkNCUBvdEZhVAi1JbnY/Q6QYYzSw2qBgN8Af3+uI2htwYMh0bnwoTT+xcjXuTjc4NaPJ52R/ZQ3mJmVgxuEIpoS2VHPlYN9Nfz1NQV1ecsnTs1TEV+bEdBGoyeEu+Xrykp8mMnimRO4GawHUFtreDKI4whXyToU+8S3SgVN/RVpWfuKHzm9RimJC/xcXNAZNoGNlgmGOQGrPpzWLMWmEDKmM/drXs4cwpXu4AsEZNVgeT8nDKbmF9WR9fLb8yEwRlM8zJSyFBioaV1rIwVjUXgfJIpy1BJYK6kiCCtU5vCAn0S8D0QcMo5uN1lHCJjSmOKUSUNVveVBpE9B4oEopYnoVoqxMSWd1rOn+ecLE7wMMqHzbe8PzGTxeHp4MmpVKS0QeRxSWJ+PUmpTZTXL3wmglUS2mDZoxu3Sa2M5zqoVATOo4HyIxo/xtQIxE0aFPIzOCZ/SxE9bV2e3eh1UAqsVmBnQXaQ55kQQkI4krNppNVqLPI9slejVKniQ9E5tCm43aFUCpvKulBeaAwILKHpinZUvRhLhSJ+rzbBMNpi4Zq7z+KGbqik5oPfCIsW2gvUKgNQbQt9cpLfk3EEILUG/JOnODrcx251W/gPiQC96lqsVis0bYux77OwFZakJ5VCVyJFBLlocplydLAPtWwAxVLN20H2EAWHPR/l1xQKDg3KcJyVcbDeo3c6qC5yPPLJJFgHb8bomyR0lyGnu16s8Yqk8F30chAB6zVhtar3qcsrh+0W6HuHtpWaD5db4PYpUHE/UnjjcBtv4gwfWL2Kk2YvES+8wpv+Hk7cDp0Sg9x+bPDq9la6B+Zcdylz/CXFqd5TVo0Ue4375340OGqG6jxmwoBViJ3N7RkMUiSUGJ0Kyexh/yvncju22NkWOwtsmgFH7SjcPHqlyKX7knuJ3FWFVeHSnkMsT1S7AavxMhlcaJKz0Owvc6hrGAyNA6gIf03hqgFsI63vOBBna2/YQk5EDKFlUEAWdKBD8JywKANLYaz5faDA/3XRLoOgQMaAmcHjCIyDoP6R5P5wCO+KtVCIAPXsh/Bu0Y1ScUNfVXr1IWGwFOJVpX6BIP8wNI0JzxwAWDXwZGDsHo49nOmCYkEYrs6x5aPq3dUsMILrdYdVazB6hUPvcHUo4F4TMyusaZAwoyXLS5bBskKjEN/1aSgOMvRokg/jdQXaSfyFALArFJkawUiBg/1eNiHPQeCfDFPqfMhcprYoCtZxnrO1RxHgOG8E0TqjmKcYSnksxCFEKsa0itvZ5b0fnoWtt+SgyUkhomq7DxYr1qFgoaC5VPUhCoqJdhyS85gADnHD8QpHJisiIAx6hdYd4KByqNQ09EE1cN6BKMxO8HB5pUFsYIp6FyCC0x2Ut2B2aQPIk29Ccp1P6yNPWkB7mt5c3BAiZGzM2s+akjyk0jugjSgLU4Vi1i4k/6HciKbnVF+vq01R3A172EdvoFs874Z+vdLlP/sUPvU3fgpPfcvzWJ2tMVwdQGe38fT7B+hVKxW748nMUFfnMKsj3D3/NC42z+DQnIFB2PYe1lq4ficCfIrpZJi2Q9O06LoOw34LOw6wYxD2iMBce3MjfzRuCucjeVk+mPAb9DjwBi7k8fGCocUohvMMV3gLlWgpcF7CUT1TCJEiXO4l50ApCcc9jBlSwvnSe11X5S7p+Ejh0BO6xuPkiDDa6OFgkSUBNNqlitcMwuf7p/GiehUDOpy7MwCEy3EDZw7QcHh9dzbZ2ygYl6QFcEQWnA5IlACjGKsmhz3FxPuVyZZ/aQfFs6CqPYsGBMZoNUYy6LQ8n8EZKMVgT9iNLS6HXPdhN7ZotUWj0+NGo+buFGGbMcPRVmuBGViNl8XJUvCUIGFN+nAFHcOe4rpzY6VQAKKgcEjQZmtD4UgGYl2udTPntUAG6fAFOAdLHQopmhr69G4OI5s6LzQoXexlfg74QU0jHov9HmhbUYaCd5BJAd7Bb7fwr3wG6qO/ebm/r5BulIob+qrS1UEEeJt0B43Xtwofu/M6aML6QASnGmhnoV0PVgrOCMybH3oM6FAyLhHYPT743K0kKB8Gh1946XxyTv0qisI/Z6jh1+pIWd2aMOEjFO0QNJHnKBydQ8UR1QgWpYV+maZCogj82f09sehxtOrVxxSVzF9IKWGedjYXWSELLYT7KTFb8m9EPnkpyjEL4gfCWJehIRf7o2JlEMptrH4ARPDKwKJD8j5wiTSVyakmhQaUsgQzg72qYf2UYJzDDjDTytjMQXmYr930OxaepzaAGwHS86BwmhyIbU2T664LcUo46F8pFfPW79+B9m7o1xLtP/8FuMHh1X/8ueLoS2g6gye/42N1CA8AHiXwtXU97l5+Dp+/k4Wavu+DGFrzyKPNEW7di6g29/Dgi6/CXjySr8x1cnYgMbAsUPEuaviQd5dMK7N2mCX5uPeo7kUTQMQ42FBng6LDkbAfrufcasIPl3IziAhP32tw53TOszQxtJ6aLgiONV4ZnkajuTq+s2v0VgcAkQlvBbIBA4B1y0pOoxmb1k/YLMFAwEyqO6hZ3pxY5nnkFmORf8IW2I8Gg9OYzkfvmlBsNhoBecryIcapoCiUzJQETGV2W2HNNPuLWnkIDdPQT68AmEF2COFGVCVLV/c8Ndq4ebI3heOprTA3y7TkSZ52GrumSiFHX98Hj0OqW+EvHlzX4VdMN0rFDX1V6XQD3L8o3yHGyoiLs7V7nOzfgPIjRrPG5epJaJ+LmnHCembobo2OG2z3dYZG2+hqA2iNEgE6vYA5cQ1AshhpciEpOo9rSosJ15XyENqcML7HU7bmZVSmufU48w9fbX/x6thzzknIMLY+FBWMOSWxIoQHgnUubnKF3YmnKl6cL0kwd5AEe88q5aEYJUrDbuzQqhGNEqYpXigHRzXs4YwmMWMEj8b2GPWqEja4jImeXTONv660odxGsFihONczAaQwmA2M62GcCDoxHAqk4JSBrnDLc/sVVn90sTPPNzVmJMSR6dimCkV5hmlkzKUnovR4cHDBq5iQ9yUvwjlNN6z18Zff1g39mqTNh15cPL6+dwpmhj+7C390Kl6KiwfBuitLddTZIk0ErLpoIKrXnWlr/1jTdtUZWSEQ8iTvsPe0aKSK/VtMPX7RPFIL31Jjon63mRHCh1DxM2bGaLNByZhSkShhxPM1BEYXgKmcB/oBuHUsyE+tZmiV8+BMqGLtfG43ouSNXmN0HofRwHoFozxO1yNefaBxvCZc7oCrvQIRcOuYcbzO/JwhcLLMwKaTIoPOE3aDRqMlVHm0wBjmotXi6b9kg+4oew6uVSbCk9rQFUBrjJyBUDwrWBCUYsBN+RVDk6/m2EMMPlkxyla4iUooewYRLrvbWA8XMKGIqHIDlBvhmw7KDlD9LngBpJL2ItcsFYliz2EA0DqE/7HkKkTvgAv5nsG7XfHjYYjWvTnqVEmmFQPUsAAKUoRWybCkHx6lcCoPokQwAN/3gsqmFPRmDXX7mnyod4Busu9u6KtK3/YiheI9Qq32eOboAsqNuHP5ObR2i8YPWA/neOLysymW1upW8ioANEenWN95CvfunKBrs16sFOG5p25X/REB6y5jdU+rNSslm0mjY7gOZtcDAj2oFrgNTRSNyMjmgmxp7cm29hIgVlG9CaY6FcnCRqlyRRp/2AxV1RZX56lwXhx/zAMhSJxlOReMqUKRFQ6ghHqVAlCWdehdCkdZL733vsXBtYheGssa4FBnopyzx5i1WruHZpvg/3LPAVFpoUiQHMvIMFgK7wmbgiuQtBhU4I1r2GYDq7uqHwKgXVFFGxDl4DqEJ5/rnFR9+1oV/JJIaVEYTCgkFv8pjVSsTjXZm6Gm1T/mn9P3qfLB06cP6OM7X/pYb+jXBZ1808fw4v/hj1bHnvvOj+Pk+SdEobh1D2hXQLuCv/cc3C0RZBgK948+kK554albME2Du0/XeTvr4xMcnZ5Vx9p1hKJFsjjHz0zZQzHqWhlhUIIf91C4wC25LJ1BsF5V7Mh6guOAjFTCcAM4WF19JwCjpRACKn+HIkTe+zoRWozPjM1Kkri1AhoNnGwYXSP5C0azFEtWQGekNhJBvsc7J4p1GQgXhw4Hq2G9wsFqvHGxwuXe4JX7Cm9dKPQj4TAArz9QuNhlNQogGM04W1u0WpCmWiPfo/fDaDnXs9z7rlc4P3Qhn6+e5zyreTJbHLCmPda0F+UIIk8b5cPexTWABkShIop5fNLW6JsJP8t9cXU011dxqsV2dVcK0boR2g3Snh2g95ch9MgLqMBhJ9f1EyF+6MWzMN1ziIB2JRWrTQ1bDNPIcSx4GsZe/rlJkZIpxRy61WbhNz07xMMAZg/e7wHnBMHt6kpgZ72EbtmrLejO09f3+RXSjafihr6qdLwi/CvfDLx5KazniRONYbgNf/8CuMgvLAFVcp72I9qzO2huP4VmcwIiggbw4gv3sNv3/3/2/jxst6Qs7IV/VbWGZ3qnPfcee2KWFm0V2uAXRDg4xwgB0RwUY5wa4hDPiV7neMBoDhmuKE60+ukFHpQvigkqcUoEIZKAAhGOIiA0PXfv3b2Hd3yGNdT9/VFrfIZ3v3vq3XTX77r2fp9nPavWqlVrraq6654QK3Q7EcFU7L00t4wmefVOT6tOpbGtGySI0uxf7nL6/KRhHuRCqR5ei9i3FBKHip2x5ZFz24yTdi6JSnApVq6a26end+WEs9nduCm4u26XAM9paJQ0zJVKNW0hb9TaialjTV3ztLq9OQ0uj2WUNAyT6qmlUmVM9fnly3bKxRSDgxMkpIghX5YLKrOrhmBlM4zkKJvVvhbWtWGuTKHtaNdIyraSnMp0rbCVNVI4Vi/qq2spyiUzbN2/+pqyoEOQTephcipzenNCUg0MzQFCaVBS18NmtUCxaCCpNA9S1VFRXKLQNmuaepilVb7c5urWzNFRrcmWUU3mVQNabZ6fexD4kvl19jxlufHO7+bAS76S4efupXvqBP2TR5DzpxmeuaeegFWdS5lTyLJv/DDRrV9CNw6IQjcN6S2tEHW6JOMxJgiIOt0Zbdtwa6P4VLwQUyZWUDzfOmCieiwN+myNhVGmiuzcQiYhcSAcOTCg1wlIc2F9O+PuMzl5pe2s/QwmmcGKqvJWZFZhLUzSMpu027edW8fVLymS3GW561tKR26lqHwU2v20S5YaNoax+YtZTc2HIsunc/u4pfsogK3hbL3ObxqMcQKMUs5/ZLprUQqksDwSgVALSe4EL6UVndCylXQItUUpIbdOE7K/s+7CreNy/RhlCVSGUjgnbtqr9oG2THIn2Ngi9Gxt8WNd4JZi/AzIQOaNpO3lm9Zjo5z2KAlioslmtdmMd6oWqf6Kdf4IeVaYpxbBNMqoZaWtmzJI3Cmct+tAIK2bqQyQVf25lH4TIhC6pHVz/d7m3WylIIqoQnZVF+ESSNrJqDZ3akaPsrZImNdsMCH99F9hXvCy3c97mXihwvO4EwaKo2vlN0UYdJiEwVSo2TZKhDDuEPXb4Wq1Ugx6nQWluKTFYGcGZVnuas6osrMpD6AYdAOWeu6ViULDoxfKPYpJ/tTJ5vUVF+k+psoIWnDO2k1168xFqVYtLpdSwTI/9O50t13XsXTIzqd8MZxWqDTz2X3yqorOVVUT92kRaUGdG+ttza2L3I/n12GOqUR1KHXRZ2jx1TWOUe25xzrNk4IvhXnS5cw+DWHoSs7leUozeMbTGDzjaY0Nq/Dove33Zmry38m2WRrM9ttBGBGE0cz2kmlZfNdeQml03MdmKdjMRYErqhIoy+qS02a40K4K5+fl+rMcBVLO7N0bXpo8IW6eljYya2dzXMQqc1Jpzx3LheyWpWR5FjU7juyFRSWiYF7/qwoz1tn9Swd0o6WRX4jC5KsoU1XWXeM4N0ghdCmBLDOYwNbdSyOb9jzflSa6EiBcPUuttmpoM5Rq6iemjlWOH/M786lv80az4rzFNVempNM7GuMm9Bfr25uDZuWHcbn9rC6CXJUPVHEsXWit94yaTaJ6FfFChecJQbB6mOThzy5ewdWG4DJSy4eBphcHDCdO9+xWbhsdPO0Oed9SxErfEOg6sAO4eN3LvbYWZGUQcWGHyvBIYQl1itIakbzoEBXTfhB7oRJllEJLGa2qNmlp9LtOsyEUmWkbV1ONZFIdq+FRRjtShzurUZaOyRnmXerRw+0VmbwIu6uK8pZBmLRW8IaZM7/pmTHdIK2qkUqd8Eip5uqMkClNrgJUM/aUWMJ84kyf2obLjQaYqn250oeZOVZ78lF8k13uizgTqizoECbbxcJ/GSGsEbK2EITmlS/rWp27CEkoeYbCti6l2qfUODSdrZuDyJQPSVvYpC0YSC1w1a1dKjGK8IKN8zePN90meu3aqcs9Tz7CA8dIH71/4e/B/mOXddze0jLbGxeq77uaOQK9/oBcJzx2bqO1fWWp3/o+6GgGYUpXb1ev0HbaYTvrEZqccRpU3c/mUJPO2P/XNLup0ly+/J4Xv0chboJomxoOIQosgyh32pDi7SwFk2mZv+6ZnclSuz937/bRfRkihvNbbWftQa/WlJQ+IsOJZnuiq/KD2BIFliyHrYmpTMBK8+FxoslyVThYu3r0opzT+RpaWTph7WC9bDbZF6wTqxFDqZMOgmBFV9EFW11boaWwouibUaGxEUJJGj4ZigQ35gQ2ISiiP2VFIsPmzQgkIw9iTDZGAXncJ0zGrVFOghBWB8jOJgxW6vI7m6jJ0H3vDUCbdr9ZRuYr+9CGTx1ZBsmoMWZryAqn6aBhCz7jcNhoDASSsRsTWgKBAmPQ3R4SxTDcAaWRUsrVek4ZIbj1Nq4V3qfC84TAdAd0n/Yl6O4ATIgerKF7K+5zb5neM74MHe2ikViAUopbji2z0o8wWjHKIhJrCnU1JLlBoQiM4uBKzIlDfcJA8+xTfQYdg9Ew6Bqec6pHGLRfl51xLVCA68ZTG7oJaW3zcsnrEvXA0Fzdk+IMU9qQUtxQgiZrbLdQZf8uNQYuhKsuVuScV0FOOdUMVEaoUrQSYpM0tACCURlaQxxkhXmT0A+TlvO6UULXpEQ6rQSKkrBYYXIyXaNFVD1QtVFkJkJwg0W13IdgJK3ySMwXQtuC1YzgIPX23XBZpjVZ0HOO3UqRhR1E1RlK86hX+frMoBaspJqgKt+cDJXnqHwkmnVpRXNqzFKagxfUA5qt/UCmz1+2myrU6q0WLAUhkcrxDxFkuIXHs1fik88mPHwjKohQUQezehjCGBVEhIdvpHPq2Zd13E63x4EbjhGEERqFsUVYztL3SUAZQxhFHD56giiO2bcy4MC+ZQKjMUazf3WJA/vaGm9rLT2z3XpZBuGYWCdMMk1eCAejiSKdq5Wo521NgaL5vblvmrlVfjul3U0zl+9oOR4T6rzqgwOdobEYndM14ypkd89MCFVGoCxrvTGdon/uBBknVzcITc7+FVjpS6F9EJb7Qjd250+yYt6bq4ZAAeC+p7lie2Ja1yBQhNLVJHl7TBwlBhEhDmzLD2UzX2bHdtHKEqqkWPRxZlEd7fJUta05peo/e0E9IQ9IafrkKYSQFG3zIt+Ru4LAunNQmLMFNnEjXtAhNzGCwsZdsv6qW+hRGom65Ev73CR8sNKsDDJYQcIYOv25WgEl4nJVqIbuvEz2mExFzityIUmeu4hMZT9r8/bnskFsESIW5mgYGg+e1tAtFgNNqZVTmF7PRQ2oigiyfnbmGq4WXlPhecIQLO8neM4Lr/5xjebmo24Q+W+fGJHZgEljYAgjxRfe0hZY+h3Dc29qr2ZNsz2efsELjwgxIHWCnstTdtbT0WmfiOnjleY7WrnJfxNN1vK5qHvutDAHULis5I1ziMIoSzdI3OAhdag/pQrBojjftI9KaCyhSmfU/a7mdma1rR6tZiO1uARZzk43lCkhRSZVMquqyNTfhVRmVrvvU862xQRkZoDKJwQ2Izft1SXRATBZXL5Zp7K+Zkqr1C48W1+m71+thahKiEAmdXKkXY48K8JNb2istgEy3Jjew+NZiNKGzqnnwKnnXPVj9wbL9AbL7Fw4y+aZBwlsu89bO3iUztJqXRelOLC2zIG1ZRaRpPWEtHWseJuHNvpkVpNZSOYIFE32alUiDYGjflXdhDTLNSaG5bhpECyEKqNjxlMaV1fnTAwTiWFqyMqKEx1ag0NrwnDSFmREFJN0UU+k2B4Hc35rl5+uv2Je9yMkEtPVCREZEe2oUR1J2U6bIWXdXyuqSIbr0FOLdEqBEYsibfWzTrBwAmfZN0qxWJOHXWwQE062sZ0+0mk3mjCa8eVBBLoDkJx5Y441odNyNAY9iTqorQuz43UpgZZ5JuZFdgIgKQJxzPlpum4U2udCW6KUct71gMKgo5Bsa9slx9Oa/MwDhE//wosc+PLwQoXnKUUUKMZp+wWOw8ub9sehZjiZHUUWJTa6NOYdoDmRbHZsFl0l9JudNjZ1HHXfVSf7k1aZ+rNWtszB2hAshEilBDor4rzPO6di3jAVy7hom7ruWnKMuOUyi2oIQC5Zj8wRotpNUo/KTTX2ZTV/w1wIoYo6Vf82O9DozIUnlELFrFr7O+bWRTVzbxRXbcuVyek70aA5a6nqW9hNNzUcF3MAbK5ulU6IRb2m6w+gwkvXEno81xITzNcQ6gXbdyMwi402IpMXUY4u0hftGakdkYuFoibL8ZBA5WQS0O7n3TuZiSYroiAZskr/bKuQ4K6MrpKiQmAyImOJDWyNA5K8nPoVE1CZL1jU1kPTY4NbDG8H5XbmWxbFJCsSlhZtFprSHLh9rCoeRZUodfr80lbCFj18s59VYgls6qJ7NfovY9OG6TBom9K8SlGqFcxDnAc6Nu6hbI5KJ1OLQQv6ZqXa2bQbdVtkzi2TBBntOK31ZIKKYwgCsvMXkCzH9LoEa6t7kCcESSbY8zuofh8dd7CTBB3MqU/Z51uLampirjJeqPA8pXj60ZC/vi+pupZAw82HL30QAjh5KGZzmM0EZEglILEBYRHx4vImu83OqLR/b2ZhqH93WandoONyLRRahaLLt1MmWoW3V/W9HohUMQhZgsaST6QyjFgmNqCjEzrGaSI04lbHGnUJSBFcMr5mkNtQxu43C3kRqtXYjFDqe1HXygkXtnBsm54f12ezjdwl5RY39M9rqdIZvK3Lbw50jRafkYucOt4qXQxUYLIxQTquBiOMdv4SLYNqaLm9196Lrkwz0pPRSF4MfGoqZV9LQ1F+bGYjF7f8qcMqwdH0gCYUq1nNuOjNyCAL2wb0vna4T4/nehMPlon7S0x2atO87so+wnnhNy9CFIWsrQy4sLE989uxpQ0+c/4AViAIihCzU7251vWrNC/+Qf3dfQjDIkVBYxsobljaYil0Ws9A5YytC8utECI9IRfNKO9Wx84IafYJTX1vZg2pVfSilE7gcl/EBvpRzpktmGSmEG5cBvBWV1gqKnGmtVX27YLAFE7VUiZcE5dNvFhjKnNalEsnuTVEsTOpFTGt9svRhMpFQqrCjSjcog0wzGN6xq3mZwSEtIWDKBuiJSc1HTfmiBDaCbrh66aaC0aASE5uQrStM3CXEZwkcGa3SgeoyY4bGfMcsTliAlTR/5fYsNP2vK9+KKI95bnTHjdMVu3WJpKmLpcEINvbZMNRFd0p39zETiZEx49XS38yT0CxluzsWee3sbWFjTtgc4SoZQJlJxOkfECDkPDW584e6yrhhQrPU4p9S4bbb405t+XyThxaCS5bU9GLDV9484Bzm26SvdIzbE8sO8OE0bC5MjMrUPS6HQa9Dp1OxGjkwtf2ujHjScJwNGZrZ9zYu1jZcvNayi5NFxqKMuSgSJkpW6rOvLlyVZpPQfNvOfFuOO4WYV9bYf+URUiJdZGnQbltWkZkEqARAlJQLmN2QEpOiMtxmhOoHKwQSUYuFqs0RrKWwDC9AuSuy9WuqQOpVM4qbOxdX43ChZTVZUWrn2014W/f8TlahVJdLnXEDpfLwoWXxFpMOi7aonkDTBEq0DaO3a5f5ccwTzugDdWyoWqXafmBLHDCRpzTPllehzksQseW66wLn/YFq2oA+dkH4GlfvPB3j+fxRinF2vGbGW1eIE8TgqhDZ2ll1nRljxzav0K/GzOepASBIQoNw3HCI/dpxhOq2K7TPYgCvuhG2L/kXqHz2zDowFIXTq/DJx6AUVL3v6qYpGsXcRoRpw05sbLJanfSOK4QazcRD1WCUopJHjbOysznZp+vFHSMc5Zu9bMCa72Ucztl4lLVqks+1WWZRtAh6mYgDIQIlyhPqWa0qNn2F2A767NqdigjAtoi8IhCkeSRC+JR7F+G881F0WeH2I6xKkABRhK3NCY5Jk8xhWgW5WMXghxnEjVL0ToioFwwjyzooG3OvGAqEkaIWHTuQp0rrSGMsMU2RJy5kV6g5Sp851SaQF5GaBLIMnSnQzaqfS1sks6Ei80urDuH8ML/Qnc7iLVIkqB7XSesDYfOb6Os82SMCkNskqCMAe3yt4i1qMjl0VBRSPa5vyb6wq+YX+8rxAsVnqccg45m0Lk6MQriUHN0f51oadCDdZNwZsbfok23E7G2ulR8jhvb3eftllDRpuz4zJSPQu27MDs5LFedFnX4tRAhVUc/TajzmcUYrZw5VL2ubgkkcypv0ulDuHpLXuWSmLZPbQoPtH4B5lyXKz8lIshUBIqppUM1M3meE4JWqUJdXGoVGsKJ0qAXm0JMB+RdOMWZN/kpB55d5kVTIkr7szRWtGSOqdSi0IPzzKWadgd5NlvG47nOKKXorVydxIxKKQb9LoN+rQnodTuc/gSkllKtMIMAzz3lckIA3HS4/u3oPvjbB6nNndyZqHrjYns/SlsCRXnkQFkXJAPXr5TOz81Xc6Y+jQ5CK0udCrUuY7QQGCHP2tuVKue25VhQLGDNdrNVmTBYvBjRJJfa58JdXX3AOh3o7El6alhcZ1KV1DYjsEV0wbIu4LJmY9lzDKLCD0HZvLGAVCNh7PpzU4guYtGqSEQ6V3CZKl+OpHbqAZqjSZ5Hdu4cOnSCpB0OwWiUUuSTCarI5L3w3HkOFlQQFP/Ka9ZIsnh+caX46E8ez1Wm14kvvk938T7T5eeZZjqNxaJ+qT3VlEqtXA5N03u6EaMSLuozN/7KgrqoqqQmIyCbWfFpOfw2jlr9NnW2+cz+Wkb3aO4hgOiAXDUcDMVFGilD6pY+KGVErGr1qqGeVjbDkLlrK7Jm66LtSmHI6iknRqWw2iBRFzGh0xQEIWLq/dy9mG2XsvyiVmjeCWdqFYCJimSB7Tq0tRnTB9qllRvXP20GpZYPLC7n8TyJObF/sYyvFBxYqgWKeRxbm94iMwntRlnosnHXnUP1m8VQxH5Cq5xJHjDMI4Z5zCgL57y2Tqs6ygJGeewm8+3XmdxqAjPV20+dPzAulHr5WxOtnBP1YqVQs6d35+kEqdOIN/3Jir+xyRr71uW1Eh62R9mx3aqSQZ4QlgKF0lhlsDogV2UP3RSHihGvGVSk9MFTtWakzAs0M+IphQ06zl9DG9ABVpWehrtkFCkbM3bZtltjrlLOj8IYzPIy4ZEjdG88Ref4sZnkpuHqMqbfRTV8fnQnJhj0UPP8JrQuNBRTSUZQKFUIl2IJjt26qOZXjBcqPJ6rTBSFHD2yH136NiiF0XXipcMH1+h1L83xtamcbXfHiyj2F5gOe1t/dsedXlevRYwmUhgW6cZvboLuEhOVE3V3kXbqCOWk3poQ0whvZ6K4eYpdJIvZq63CBjaKNfUeFlMIEfWoq6eWG3U1NNSZ0V3JqSgjTROpYoS1DX8OgWKCr6gTMDXuVBVG9tJNM6ozKzUrROiA9gB9eaYf9cnm34ArPKrH83nLC54Opxopkla69fuwbwAv/cKLHEDNfp03H5x99cqJsFsQEiCzQSsan0Uxzuv+tBonxJk+KYTUmlZfnOTwAAEAAElEQVSvl1rFJNeERohM3rLVLy1pmvWb1euWyl9FJ6wXMToBrYR5zd5of2ezCDNeji7tRgl1zmq00yrbDZJK+FqXNRIJMXlSBdAog3k0+9myT67HvKmpf6UycmVtpWOfrZMzCQZls8agq1wI2jlLb60bXZ5HKReeVutq33w4ciZM/T6616vM9XSvS3xDoebSmnCpX//WiUEpTCeuBAwVBDNCiAob/qHaaTVa2mlVCBdXHklmId78yeO5Biz1ewxu6pJbWwkU1lp0+aLvwnDcVoMrBVqE6RRuZee+G9NZGsq18FqYmDagkepTvWdJTkje7jur/duq40orUJhCARw6doq465woxeYobZygkeece/Ae0vHQTc4rCaF9cWtHjrN++sFWbQObkKkA0WF7SFBO1EGmhYOpz9KckgsieeWI117YcgN1KTRhcxdxy4RtBzoFKm2HN6xMtMrOfJHtQhVhqqF9Udo5+eG0HE372epYqlClNwaYhTqPyxxM7MZjl1XO4/l8JzBOcCiizhIGzkQoyyHeQ4yPh863vwuKJBM6Ud2H98K0MSEvfOLa6l4AEjs9ZXN619QqjCqXhOrX3ChLJqZIWiqIuIUPATaGBmuLCXazS5LpbqKM4+SEhlI7c8fTFaHRWCtkFsJCEDm7afnLu+vYgjcuPTrjdrDUi0CHbGzXZji9MKEbJJwZLtOP0kYdXKUmEjGQvN2vNs02i342Jyx+cqagZmpscmWK6zIBYi1a0qofldbx64h8rUNoA2UyQKn1Is1oUpVQEYSwsh/Jc9TOJmZ5GRkMYDJumeIqpTD9PuHacnEP6kVJgGDQc2a3je0qiqrxpzmvqD+3oy26y9bkD34Wc8ONM9d1NfBChcdzjVBKEZh6yceYOctTc9BzHL8WWcbMM4VvldvVqGi6YFu/0JxsV3so1QhGO32s2TWtptgShGHdIZq669HGoIvv5UA07wzhgrCmqirVuKLCh2D6KFJpEubvp9QCX4k5K/jVlvJ+2VJDQaspKjGtzLhaCmoXu3muQhf/vRJ66uPVgo5MNQz1l0U+FPPObfxQ4XlqEzZeAaPbq/K7EQXOUbtmti/Jbftgi157pWTuODBvoSrJNZPcrarrSlJQ5DmMM43IRfqWmXPU9YoCCAvTKK0VUaP6vVhXGmRXcPZYxhjn+DwHYb5ZVWATXOI41w5KLFYFJKaLoAgkJcfl/+kwbvSF7SpMjxOiNTkhJp9ggwhBoyVHF/lPprtPiwITunEkTxtj8y79uVLYThc92nGCTKePXj+LJHXekTLZqNJmJuGJ6vVRvb6L7DQZobo917UPd9Bh6PJPZHP83sKg9Hpvt/BlJBLeK36k8HieYCz1u5wLA9K0nSBoGosu4ntfjOkY4POyIVjMlGnQ9Gq9iMKt+9gqjG2558y8FVoJ5nqDZYIwWljDpf0HmexsLvy9t7xK1O3SXV5ltLne+i1Xc7oxpTB21lHcaoNLCF6H4W1RrG7NqMyRelWpUClbE7VzWRiNZAlWG7RthB3UjfjphdOz5HWyrabp1ow4ZfOZ6CICbWdzW9xfXa60zUg0jYmIpVKHz5U3y2tsnzM4eGLezh6P5yLcfjO892+aCyYQTeU0G6Yh20lIP0ydzb1Mayoc/WDMJIlo9hpG5dVxy9XzYRawk9bhvhVOa2EFNkfzEtpJ0b8X3+acv3L3VvD0GxYLJL0YjqwqTq+7UWF9PGBftw7VqxTsWx2glObC5gjb6Mu20w65uEzdkakj6AWSspyfr81XC0FBi2XICpmOmOD8PBDQ1hKSgFJkhISStjQQ1lIJWknQxaKJ8gAK86lcKUw6JpARogyqCCwiSiNBPSGXIIZkB1WMJ9VdEakyZAuANuTdFawKkCLksY06BA9+ti6jFPlwZ2Yg1fsOYA4faWvEbe7+xZE7R5ZhNzbaE4UwREUhJElbsFAac8sXLLx/V4oXKjyeJxhaa04dO8z59U3SNCOKXGjWSZJhjCYOA4bjFK0VvThgXJhLdToxkyTBWksnjkjTjCTNGA13CtvROn+DFOFeS9GhsiwtOrTm6k5Lu+xqiFRajVkjqgoT0O32iTtdBqu7R2iJun0OnLyV4cY5xAphr0+WTMjznKjTq8qvHT5OFHdJxkO0CdBxj/F4glKKTqfDeDwiHY/Jx9sz/hPVypU26HxWK9Oc3LcoVo1kSouhsO1tIm5FP8+wQViEKlSzIQdN0DpmVbx5nKrK5QSjWCbU2g1Y4nJg1FqXYhArnA/nCXkCU8LC9BUvMMsC8guPzGzzeDwX55YjEIXw2Ufc+3x0TTi/48ynDi7D9ghGqWKpv4/9vR2SNCM0mjDQjJMUozWdKGA4TkhH2/TyB9myS1g0XYbkOmCs+qTWhVy1AjtpuYBTay5zNMOk9iGYxmiX50gKp+bpPnGl73xIbjqkWOsvFiqUUjzvJsO9j1o2doQ4WuLAICSZjFFKs7bSpxO7+t1yYj/n1nfIrdCJQ4JhRDdVDOIunTBjOMmxm4+ylj82s+gFTpTqp+tsdA5XilpRim21SkeGaMlITJfQjokkQVCMTY9AUuJsh9yEiA5cvgodtFolDzsom6GVAZuB5IiJyous2tWGXXSekBc5jBDrxpgyeZ4y2E4PlEa6/UqjLL0B2YmnYdYfQ+UZeRi7OnQSiLsuNHmaog8drtq1OKnrxyfDqi7KGNTSEnYycRrzMHTJUPLMjTF1EihQQv7AZ9DP+tKF9/BK8EKFx/MExBjNwf2rC39vTdFXBgv3Gw6HnB5ttTrkUmBIiJmZUBbsbnVTDkvNSfkcUyMR9h85dlEfkpKo2yPq7p64SinFYK0diWh5pf68tLzM+pmH2LlISN+5mpXFJ60LXWz/yglOI6YMGzjHmCuY0/WWEUNa4VunzLFK4cLOsfVt2MhdmmHDrNna9ANwLUMQejxPdk7sd/8ci95OBSwtPMbqCpy//xwJQ/p6WG0X4DFCUlyWbSuzyzyl03HpQ1GdsbFgZDQYpLXY3VxYOrgEX3jj3my+tFLcfLhp7tsv/rWJo4Cjh+oO/OBa89cAm+ecv3B64XmctiJvXYtzTVOMVR+LS96a6h4p5dgipGhnQlUuii0IUJGHHUw6ctH8mHWgUUohypAbd+ym94YNu6g8mY2G1FxI6vbJ4g5BMnL1WF6FqQSqKkumj1BIfO2Q4coYTK89ftqssSBVldXIzsbc670aeKHC43kSE0WzJkfOlEm37ECFKTvYaSGj8b1MaFe779Wp9ppDWRhGexYoriZh3N19h9K8SZxdbms9bl4eh+l4jFJGnJq9ZsANQIV6enp4l+r8i+tG4ffhsJVKvlWXQrVe5Z8AZ/pQakWa/hot/4o9RP4Q647VGIxUb2X3Mh6P55oTdnokw9qUyHloGQJjCxMXhS4my9XSj0BulcsIbsDaWg1ti+4sMk6YsEWZaURgbfD49+VKa1QQYbOmKWvdfwqQaTfGJblhmHexojEqpxeMUaoWkuru0DlzJ8R02CEkLZKxNk/hvgTJsDLunTeWyZzPqlEeXJvmJka0IUiGqEbwEwFEByTdNXSeVPZlKk8x420ntDSPW1yIjbqQpqjRTlFEtc4p2sBgyYWXTRLkwtna50Is+sDRec19VfAhZT2eJzFBEHDo0KHWtlQCF26VdvdcZwBvmwVNr4hPB+IrPQFUY0JujOHQkSNX81L2TBDtkidEpLJ/LQWKajWOcpI+b/C0tdlRsUdu5viIVGZKpvKlmFkDa26bEVikLXSIQD4VvcTahnAzFdywUcf2dTecwxflo2gXoPUc9BavoHo8nseHwYEbiHq1ZtqiGQZLaCyhzijfWbF1orxSoKBwgDam0U0pCIxU342iGgeauTRuOdzUtDx+KKUwcbe1wIFqplo1bEdr5KLZygbkYhA0mQRsp31EXPakJhZFjsGQEZIhuFC0Ge1AKkE6bCR1neo3y/otqLcU2mRQZEEX0QEoTRZ2W6VEGWzQcetIxrhFLa2RICLrLmOVwk4tktkgdNm+B6suspRrqDrcuNKwsgZB6Jy+4w7q4A11+3V6qLX2nOBq4jUVHs+TnMHSEp1ul8lkwuce3ppZWxdxmbELD+Bqu5r51BRBdOWz0O/3WF1dI4pC0jRFxBJF8dwoVo8Ho+1dVLvKOZtj3QBcCxTlcFwm1GsLWLqxX4U25HTQNnUq+JaKWbnVIls4RrdsClR74p/XWofSP6Il2tgcKfwl6nNM+3eUWpDauXFGmhFQWlXaknq7MFd74R4MV4VdTBA8Hs/jg9KatRO3kk1GnF0fcnYzr97zQFuMSkisIbWGsn+b1j6U5q+FlVB97OLzC25RHFhWaAWbI+iEsNR9/LUUAGIt6XCrXcli4cf9b+kl6zykTpU7VH8tis20S6QtgnNoj/Sk0DgoQpK6n1WKPIjJbU5vso7J02oxrV6MyUEHc/vKqudWhR5CabeviFtcKtGGJBq4BS2tCwsBweRpfX3l3yDERl00FhsUfnjlglW56+oBpNTimMAFALH5bHjZIIB9B9xvQYicvgdWrk1CUy9UeDxPAYIgQGuDsLNgj/mmPHs6tjF0iizgcXzxbOLXndKkZ3pz9WmOX8KiVf3CplbKKFBltlWxTnNjjBMa9FRivOpMqg41m6VuwBBVmU4tRCtmwq9TDCAyW/+mZmRajV8JGYsEi+tgwubxeOajlCLs9CAURA2nfgNTLQztHlB8EfuXFN3IvfMH95CH43GnOWHG+VTYeWarQC4GW3RhuQQIGarIUT63dYoFIIW4zN+qCIxRmqGWWuYqgl6d8FVwCVFFmerYohVqTjRBUUEdrU/Alk7eDazSEHbQ6dCdz9QJ9JzPXoSSCboRVVF05MaObDbyoQqjQuu9SBt/dfBChcfzFEFrxcogZmN7MvOblYuFp532saj3HSw9sUxjestr7KyfW7yDTOf7nqJKgmQrM6mmBgEaK32AaI0lKDQJba2E6BBMQ0AQQWUJmgyrDRJ269W3PG1oJyxMdtBTyZiqz2HsQgwWwocFMGGhdrcumkmjnkAh2BTCkaoHqFrLIXVdyoHbOsnFHDy5uL08Hs/jztpSzKMXhjNrHUZZOkHCOAtpapnLz0o1I4y2tbUHlqG7OPL3447Smnj1AJP1swv32VRrDf++JkKgil5cXI5ta6Fvhk4zX2hzq+5OBG0zbNAhz8GaqOoPlc3bAkXVP1p07sbTNOi6MsBM0lWbEhR9stugqkUgqwMSpelMNqq7lOkQG8QQiNOEF2NDWT7rLIE2qDwl2D5XjxPaIGGIZGm7NUQgjJyveZ6jjt2653twqXihwuN5CnHi8DJhsM3WToLW0I1DhmPnwDXodkmSMdYKnTgiy3KyPCeO3Er6JM0IA0OkhSRxSev2ra3R6Vy7RDqXQ9TpcuD4zWyeO43NMsK4i7U5WZoQRjHGZtiJQpkAE3XIRtvYNHEmRi00TGVwVVKG5KVYwSqGMrUoseHUUKcUEkRYm0LYsJXNpxIXKYWNOqjJGNGqGE1UsTRXZGg3RRZxa2tDadzvlgBl89qQqhWOsBYcamFnKpfJlIbCbu4ipHk8nsedThRw6/FVHj67Q5ZZOrFBrDBJLbceTNhIIi7suER1S13F+W2n4Fzrw/kdlxV8/0CxPRaSzGXJ/oKT+roE19iNpRtuQpuQZPsCShuCuEc63nECQW8f+WSZrsAgNoxTGKeuDdpZyRWKnJ4e1QtKSmNF3GKaWIzNCGwKyjlWl4IG0ggdPq0RUQprXMI8qwu1zpxAHKJDrHU+cFZr6oSthS+EVkyiJcJsBOAEioK0u0Iw3kbnqTPTCnuVCZTogLyzhBpvOXNbbdxCk9btBHrNe2oMbJ2Hwerl3ZCL4IUKj+cphNaKoweX4OCiPVYez+pcM+Jen4O9W/a8//nPfJw8aQgV5QoVU8riYnCxKLRk7f0XMKNsVgqJ+9OeLTP7oA3SiN5V5hlxXwozpiByW6YFIq2RamCRVv3nUQ5xiLhBbtpEarQ4MaHH47k+9DshTzu+er2rcU1RWjM4chKYry2d9h9f38745APDqa1CZBICnc34xVlRdLIxurGA1PI1manQlO+cMuTq4nZieRBV44ktoi02TW6tCUlMiLJ5K6mqUpq8u0xeaEzmLVJJmSG7iGgoRe6KIo7wVP01dvsCi5bBrhQvVHg8nqc8JuqQN3IxiIjzlVBgbEamnSmBwqmjk6BDnOyQBR1yExEl261BqUnbt0GRRP0q67a2KaIDony9pRWpNSHOTjeLB0XSPpcZVkyAzjOC0WZlizvXUrZl/zRFlUSvoZUoc11MeXGqePf8IR6Px/NEIA6nFkTE+VZs2y5dNWKSh2xnfVCwZLaJTUIiKwzYZEPtQ2E5II/W5Yu/TRPWsm9MVMTY9BGlMZJhlUGJpWunhZr6WBPVZaI7IEIoCZlyC0eRHdORYbGg1S5T+m20vpd1Kft/AdEGpUMCZk2c6wPaaxrNzwsVHo/nKc/gyCku3LON5M7uVbTrGkUMmSm6SeWyW+fGkJsOo06IFGZP42iJ3mSD6Rl8qSMo/R4mnRWnJlcKqwWK6FGTzgqd0QWaQ5jVAYgl6e+r7HhzU4cQzE1EHsbEm4+68IFZ2vKRKF3vK6fB6siFPa/NqxqKlcpxsDx+0QAAmOVrEynE4/F4ribd2HD8QMyDZ93EOrMuCDpoTo8PkEpI2RsO8y5dM0YrYUuvILh+NshTVrlQmD2pwseOwhTK9fmZitgKaz1JpmMQi9aQSE4kk6ofTlRIKAkT1WNolilDcGWqYeYUdJBc08m3yHSH2I6dj5w0Voa0RllbCxYimHRc+NQVY1YYYfMIXSbNm8phgVLotRuuZpO3uK55Ku666y5uu+02lpeXWV5e5o477uCP/uiPqt/H4zF33nkn+/fvZzAY8PKXv5wzZ85cxxp7PJ4nIybusO/W21g6djPhYJU6kHsZ+7teyVdKobBF7HG3n5iQne4+RtESo3iZre5+hvEK43iZ7d4hdrr7GMertfNf45iiDBJEjHr7mcRLpNGASXeVpLtK2l1pOwa24rUr0AFJfz826mI7AyTqYKMONu5hww4Sxti4Rx52CttdU4W6bWZBVwpnQpUXkUOSMSpLUHmGShPs6c89HrfB4/F4rpgTB2Oec6rHqUNxkZNJAYpUAuolFzdZn+QuSaul9ktbNwd5RB/ngt7PeniIc+ENbAX72QgPci48wrZZZStcdSeb6pMFmAR9hmaJse6xY5YYmyWGepmhXmqXaf4DhnqJ7WAfw2iNrWg/o3CFrfggG/EhhuEKO/E+NrqHGUVLjKMBw84q4+4qUgbpKP7lnQFZd8ltm0bAPnrvNWr56yxUHD9+nH/9r/81H/3oR/nIRz7Ci1/8Yv7BP/gHfOITnwDgh37oh3j3u9/NO9/5Tt7//vfz8MMP883f/M3Xs8oej+dJig5COqsHMYV9aumQvahjntmkNFnQIS2SHWVBhzTsYU1IFnTJwos4tGtDHnbJw06ROE+77Ny7IIANY0BVSZMkiFzM8iBETOCECBNUxyxLVtdHY5gVixK3rqesLWx459jlejwezxOY5V7AwVVnWiTSjHjVisu00Dp0onpsqlUS3SXTMVt6hZEeYHXAyAywBLsGYc91SGo65NotJGUmmmOf2kZQJCou9o+ZBH0yE5ObiEnYJwm6zvci7JMFLkt3Fnbrfr0R+lyCqL7WpvCilctncY24ruZP3/AN39D6/q/+1b/irrvu4kMf+hDHjx/n137t13jHO97Bi1/8YgDe+ta38qxnPYsPfehDvOAFL7geVfZ4PE9yov6yC0lbxSyvJ9TlACRz4qLPOHXPlFKNT1Sdf3V8pVC26R9Rfq5NqKZD2rrfNbkJMXlSHbeqh3bOemJTdBFuFrEoE8z4U4hYyAtHxqnEhXrf0UXN5fF4PE9IQuNybpzdNgiKQOdF1vByDyHQtu5LG8HxrCjOjwYc7G0xyrqFCRV0zRilhEDn9EzTd6Hsz9trTtMGsYKaK1uIlE7cASJZFezPlXA9ejMkbU7AYHKWMB8X4WXrUOkCRVLVOYtBIpgDJ/bSfJfFddVUNMnznP/wH/4DOzs73HHHHXz0ox8lTVNe8pKXVPs885nP5OTJk3zwgx+8jjX1eDxPZmyZBRsKdXbdTQpuBWl+VtXdcdlW6/wQpY1u9b0IUVsLLqYOOcj8gaq0AW5un1uPQrioBplp3wmgzLMhIu5feTylsPbarWx5PB7PtUBE2E6COr+D1eRSGz+BEKicJDOsjztYUS4PqdWcH3UQUWyn/VacplHeIbEhiQ0Z5dFUXtRG/029IOT2qQ1Op7XEzT5btY4xlTivGA8ERXeyQZAXwUUKDXO115ywtq12SXdx5L5Crruj9l//9V9zxx13MB6PGQwGvOtd7+LZz342H/vYx4iiiNXV1db+hw8f5vTp0wuPN5lMmEzqBtvc9KEQPR7P3klGU1nHC3vblaM3ce7MQ5dxxEZMJ104DdoMoxQogxVdLY+JGBdOsPyupBBsTDtK01QeCS22IThMhZdVCtBISzyagxTO2lrXWb6L8rJ1/jKu+8rwfbnH47kS0hxGCdR9sCK3hkMrkOfCY5uaJHNZtwXFY8M+TX2zwRbdbDuGn4gTSyY2ZmJD+mZESF7k+HDla42FaiQcrH05yvpUn4uoTy6/Rj1mzAgH4nryIBvXVyUN5+3yWFNRpGj8ZtfPYA4c21sjXiLXXVPxjGc8g4997GP8xV/8Bd/3fd/Ht3/7t/O3f/u3l328N73pTaysrFT/Tpy4dmoej8fz5EOb+WstQRRRxgHH5u2IGlD9psS21c6FhkCV5kYyq8quUFRRpqzS5DqoV8mm4qM3j52byO3XdBossbYQUPYQmbx05gZsGGHD2GlKgsc/za7vyz0ez5UQzKbcAVzY2ThUGGXpRwlx0NTEuol+J0jpRglauSh5JRqLUbbSObi99VT5GhHIxJDYiExcgsJSuCg1GFZ0w+eDSmMy3wnD7WhVMFdmaJ5YVKHZ0AYbRM6hWwQVXbuEtdddqIiiiFtvvZXbb7+dN73pTXzhF34hP/uzP8uRI0dIkoT19fXW/mfOnOHIkSMLj/djP/ZjbGxsVP8eeOCBa3wFHo/nyUR/7eCMYLF08AbCuEMYBmixaKRWN5dCQ0NprShMjcQWSY7KNatC2a1mVeHui8VCIQC4xErWRNgZHw5V+HsUA4yJyKK+W0GTxkBUmFRRaDLKEqKata3NnNC6SH6nQTkHb4k66CM3XVGbXg6+L/d4PFeC1opnHnV9Z6kjCAO4+ZDmxD7Y19uhHyasxGMC5RKFgmU5njCIEjpBTqhzIpMBFqNyYpNjlDSOaUmtc9pumkKVAkNiQyY2JseQiyEhKtd53H7F/03dREZIzqzZa3O/SdBzuYwaC0ZSnhggS1BaI8ZU2bYlCJFOH3341NVr5Cmuu/nTNNZaJpMJt99+O2EY8p73vIeXv/zlAHz605/m/vvv54477lhYPo5j4jhe+LvH4/HshglDDtz0DIYXzmJtTtwb0FlaJUsm2MSZ4xTrTFibt6JDNQydWrax7Xgj5SRekyNVkjtRoBt5TmtfQsGqACVJ4zi1KOK0807VnQchQZo1pRS3TzNEbiloYIoQ6I2RUNVqe5VniHF9ab7++Ify9n25x+O5Um45rOnHcHZLCA2cOqDpRIoz5yfookM1Cvb3dhimEVYgDtompAohVBaj3UJSpSh2pREsO3mXSKduXBANRd+eVdPsenSwaAylg7im8sBoDBTOYTut6ljWo+jwiZNNyFNn9upKV4tZOpmg8qzqz0FcX1+cID/7MPrY066oXRdxXYWKH/uxH+NrvuZrOHnyJFtbW7zjHe/gfe97H3/yJ3/CysoK/+Sf/BN++Id/mH379rG8vMzrX/967rjjDh/5yePxXFNMELJ0sJ0gKM9mnZVdJ86Mjn1aiJiLKta5VB0NKlMGY7O2c95UXguKfecft1iVa496VF/mmUdBHfWpUWehjiIlZSIlj8fj+TzjyKrmyGp7W5a3IyMZDUtxQmb1PE8GjLatCT6UnhNOI6EUpBK13d3ELgjqoWecs+fTjvNXbgHQtuizbSEAlT4ZeQbzQsZWVlfqyeuo/eijj/Ka17yGRx55hJWVFW677Tb+5E/+hJe+9KUA/MzP/Axaa17+8pczmUx42ctexlve8pbrWWWPx/MUJYxjVOHvUFJ3+dM6CZk7MJV75ZhCk6GrMkqVtrKCkaxVRoldGFK26ZynxDrzpWJ/t63UQuhdy8vUZzEREsSIWEx3aZeW8Xg8ns8v+p2AjZ20+l5363N6RxHnsybVvLwqk1mFJSAyOZMsRHB+F7rwk+4Yd45atiiSp7b8sxVaNQUL9zkjQEtZvlzqcXVIwx5BPmlptAFEmym38vK0daXN8oE9t9Olcl2Fil/7tV/b9fdOp8Mv/uIv8ou/+IuPU408Ho9nPkppNwBYqaIz2WrlX9qzcgrzKGXcylUjKKHFON+FatwqBwu37mV1gMotppEfI1cBRrLqbxnqthVGME9RkjtfiNLESWmnCRHrssaaAD1nFcuGMTpLKwdzMQE27haaDQOd/lVsSY/H47m+dMMcQ0ZeTIMVQi4a17PayqcBBKMsIgGTXBFpiyk681wUiXXlbctFWWPFRXGa5AGxqfvc1BpQTugozWjBRYfSjVUdpSygSQkJSYt9VBEdCnZ6B9F5Qid10QpFKZTN3eJREEKW1otEOmhElALCaxd44wnnU+HxeDxPRNLJqDITKiNz6MJJW5QufCum1diqcIpuDDjzzJloaxzyICa3zsm7/CVRMRpFJsbZzVYrW0I8Wq8V6kpVUT4A0E1tSnHELKlPby0osEUYWSkzbzfql2+eu/QG83g8nico2ztjOibBSkouLtR3oMqwGtqF9m6gsViJGOcGVfxUh4yVygSq9o0ovRkM41wXmulim4JQ1wcpE50qBZqcUNvSQwLBkKBRUpdXRR6hUf9pdPItVtPHXJ8tlnC86equDSIWZaUtUKCw5x/BLO276m0KXqjweDyePVF2zG1n6TqCk2pmp27sURSec8S2ir2l6KiOpevvrdCyGikHojKU7HSI25lzNr7rRj3L7No4bQba2RSLLlbwbI7S1z1QoMfj8Vw1dNEHaiWV/xjUE/bZyNzNnr/941TaoDkomvGdSh3FHCNWmuPB/PKN8ytx/XQRBhw0edh1fbbNAA3KYk2INRFIjknHlXP3tcALFR6Px7MHgrhL2B2QjrZbwwFAmTiuOUTkqljxL6MrLYgSNe2A574o6lwXUg0plWhRJcRzYRBzE6Gz8d4upDRxKk2bSkHIWiRPwApZZ+AiRRXX1lm5dja4Ho/H83izujJgc3sEUJg7uYm2wpkilb4TUli2JjaogueJtJaAan+H2jJ2VyHDNHJfVFqNQpixRWjatnZhyra2QZxvu+UlZUArMhOSRX3C4XnCZEga90m7q1WFdDahc/DkpTXWJeCFCo/H49kDSinWTtzM9tnTpKMhOggwYUw6HjJKLdbmzqcBZ1+7l2RzCpdULwxjojhiMhqBUnQ6HZLxCGstcadLnozJ0wnZeDR1AO1Wn/J0l2Fn9qyCQk3VT5RC6YA8iNsjolIk4x16ezq2x+PxPPHpdWJOHj3I+fUtrBU6nYhxCsOxsL4TEusUrZyDdpIHLOpdmw7YWsFyTzPoOMFglFi6kcJoxfbYEhrFUgd2xsIkyUjzZpS/+o/aTcs8Rap7dOzsglLa2wc2J2sIFAA2iElH25jOtenRvVDh8Xg8e0Rrw/KhYzPbH7z3bkTERV6aZne9OIOlZVbW9l/03OPtTc4/dG97Y7FiVkaH2hNKOZOnOdvFhIgJZupc5ufweDyeJwu9bkyv286Fc3Yz48xOwsQudmZe1KVbgS+8MZ4jFEzT4VP3b5Lms5m8F4eXnV+RTEeIrhP8NSuY9vdVYW+b58mTPWq1LwNvKOvxeDxXSBRNJWmb9m/YhXC67AKCKK7U41We7kLtblU77rlM/ZvePoqWZ34DGEVLpKYzs13HnT1fj8fj8Xy+0ounp8Xzesr5dCO1B4Gi2Dd2kQGtKKzU2bgXZSAq831Pm90qcmdqO6fGqe7Mqb1g4u6e6ng5eKHC4/F4rpB9Bw9jgmL1f1qg2EXAGCyv0O3tLVyrCUJUELovlUO4+5ubcEGp2QEqCQdIEDOJ2rknUtNhHK8yCpewqtZkWBR2+fCe6ujxeDyfz/Rizc2H6/50NxGhKT8YDc86vvdQrf1O0IgKqCrPOUFhp4YM5wWnZxd7yOnIEKvDdoRBINMhEoRkpl2nXAeY7vKe63mpePMnj8fjuUKCMOToyZsYj4ZsXTjPeLTTFiZE2H/4KHGnCwhJkhAEQfF9b0zGQ2yez4Sk7a4egjOfg2nFeSOrtihFePgmttbPu5CxQB50GOkQbTMS0yELOs4ESgVsx/sIJAVxTuAMJ1ybAIQej8fzxOLEgZB9A8PWMOezp5OiKy/CaijYNzDcsC9kuavYGglWnC9FFOzZCJVzm2XiPVX91UpxeC3k/EaObfXm5T4aQVjux+jJOiTblaN3ZiIXmlbKIBxOyLAmItEBWqwTWpRmvL1BGB+63ObZFS9UeDwez1VAa02vP2C0tTl3das3WEIXtq97NXlqsUDjEcRdclWaQs1BufCFemkN2dxwK2HKJc7T2pBrQ2Y6RT6N0okbMl3Xce9Dpcfj8Xz+0+9owkDB6aSlkdBAJ1LsX3KLM/uW5pe/GLKgP+93Qs5vwOJeVxFFATrNSaCKWqVVDpiqmBQmshpBKY1t+PvJHs25Lgdv/uTxeDxXkd7SrGq50+tXAsXlEnV7c/JFKDr9AeFFQr6Ga4eIewPyIGYUDpiEfcbhgFQXqnHJSYhJVYdMxWQqauXa6PZ87CePx/PUIjROA9FEgIPLV74ev7Y0ayq10g8YdKOLxfZgpd+hM1hlpAeMzBIjs8RQL1VZwFMVMtY9EtNjrHukhTlr2ad3+tfO/MkLFR6Px3MV6fYH7D98lCAI0drQW1rmwJHZiFGXis1zxNqprUKeZeST0ZwSChWERPuP0jv5TLLcMtFxy3wqDTrkypCqDq20fqLIJSgcwzWjdM7hPR6P50mMUopnn+hwYNkQGKeheObxmJX+lSePGyf5zLZJaknzfK5SWiuIQ8ONN6zS7YQMM93yfRM0E90jwzgtc6Ofz1RMXmihEx2TZrPnvlp48yePx+O5yvSXV+gvr1zVY6aT+WEA0/EIO9qa2a47PZaf9fzqe5LMEzxgHPSxTMVhVwqLwRaq9TzJ5pb1eDyeJzOBUTzz+NWPfjccz07sRxPLeDK/rz12aJnVpdoHbzxJ2jsoRU7A2AzQ5DPJVFPTrbZNJhP6g8GVXcACvKbC4/F4Pg8wwfwITyYIUOGsj4ae2hYEF1tDWmxnG5grX5nzeDwejyMKZ6ffYaAIg/nT8uk+OAhmw8i6v7OZKWaOddGx4PLxQoXH4/F8HhDGHXrLa61tcW9AZ7BM9/jT2/ENtaF77Nb2vnHMYGp1qlSz6zJqyIJ/cffarGp5PB7PU5FjBzoYXffZCjh1uEe/G7Hcby8IrQxi+t32otLB/avoqfJVSFrqvBcOqb6nEtLpXbv+3Js/eTwez+cBSinWDh+l2x+QJhNMGNJbWkUpRbi0xtIzv4x0/TFQmmjtIDrqzpQ/dPAg/V6PJE0JgwBtDJPxhNMXJkyswai88KfQGOWydGdiGG1ajvtUFR6Px3NV6ESGL7hpifObCVZgtR/S6zjtw8kjK2xsj5mkOXEYsDKYzdIdRyE3njjC1vYQEZcdfDxJ2RxmnNmwGJVjsKQSgECoM6xohrbLYNNybP+10T57ocLj8Xg+T1BK0V1aYV52C9PpY47snkhPKTWjrej3etx37jwWsGKK1S1FbssyoKazMXk8Ho/niogCzZF9s/4aSqmW/8QiwiBg32odyanbiUlsQrY+IZOwyNCtEYFx0Z9rBVl+7fpzL1R4PB7PU5zlXsj6jgvxJAKpNVg0oFBY9nvrJ4/H43nCs9wLUEwqH4vcwigts3cLcZCzehWiVy3C+1R4PB7PU5xTR/osdd0aUy61QAHOTjcTv/7k8Xg8T3S6sebpxzuYYnY/SkOk4bo9yQJyuXbpTL1Q4fF4PE9xAqN5+ollnnfLGr1ORDubq2JjOJ0fw+PxeDxPRPYvhXzZ0wc880SvECjK/txFhjq35c2fPB6Px3ONMUYRGBdHJFAujnouGnOF2cA9Ho/H8/ihlKITacDSMRNik5KLYTvtsCBq7VXBCxUej8fjqTi8qhmNJtX3ENi3cnGnQY/H4/E8cehFcHxlh1C2q/CyK9GQG/Ydumbn9MtPHo/H46nY3Jm4iE+Nf9vDycULejwej+cJQ5ZbQtkG6r48Mhmj4fCandMLFR6Px+OpSNJZ/4k08z4VHo/H8/lEluWXtP1q4IUKj8fj8VT0O7NWsb342oUg9Hg8Hs/VJwqDmaR5AJ04umbn9EKFx+PxeCpuONCj360FizDQ3HjD0nWskcfj8XguFWM0xw7voylXrC33GfRnE+5dLbyjtsfj8XgqjFY8/fgyo0mOFaEXB2h97eKaezwej+faMOh3ueXUDSRJRmA0URRe0/N5ocLj8Xg8LZRS9OaYQXk8Ho/n84vAGILu42PC6s2fPB6Px+PxeDwezxXhhQqPx+PxeDwej8dzRXihwuPxeDwej8fj8VwRXqjweDwej8fj8Xg8V4QXKjwej8fj8Xg8Hs8V4YUKj8fj8Xg8Ho/Hc0V4ocLj8Xg8Ho/H4/FcEV6o8Hg8Ho/H4/F4PFeEFyo8Ho/H4/F4PB7PFfGkT5kqIgBsbm5e55p4PB7PU4eyzy374CvF9+Uej8dzfdhrf/6kFyq2trYAOHHixHWuicfj8Tz12NraYmVl5aocB3xf7vF4PNeLi/XnSq7WMtITFGstDz/8MEtLSyilLrn85uYmJ06c4IEHHmB5efka1PCJzVP5+p/K1w7++v31X9n1iwhbW1scPXoUra/c0tb35VeGv35//f76/fVf6/78Sa+p0Fpz/PjxKz7O8vLyU/JBLHkqX/9T+drBX7+//su//quhoSjxffnVwV+/v35//f76L4e99OfeUdvj8Xg8Ho/H4/FcEV6o8Hg8Ho/H4/F4PFeEFyouQhzHvOENbyCO4+tdlevCU/n6n8rXDv76/fU/ua7/yXY9l4q/fn/9/vr99V/r63/SO2p7PB6Px+PxeDyea4vXVHg8Ho/H4/F4PJ4rwgsVHo/H4/F4PB6P54rwQoXH4/F4PB6Px+O5IrxQ4fF4PB6Px+PxeK4IL1R4PB6Px+PxeDyeK8ILFR6Px+PxeDwej+eK8EKFx+PxeDwej8fjuSK8UOHxeDwej8fj8XiuCC9UeDwej8fj8Xg8nivCCxUej8fj8Xg8Ho/nivBChcfj8Xg8Ho/H47kivFDh8Xg8Ho/H4/F4rggvVHg8Ho/H4/F4PJ4rwgsVHs9V4m1vextKKT7ykY9c76pcc5RSvO51r7ve1fB4PJ5rgu/PPZ5LxwsVns8byk6+/NfpdDh69Cgve9nL+Lmf+zm2trYel3q85S1v4W1ve9vjci6Av/zLv+T7v//7uf322wnDEKXUrvv/2q/9Gs961rPodDo87WlP4+d//ucX7vtbv/Vb3HHHHfT7fVZXV/nyL/9y3vve917tS/B4PJ4Wvj+/eH9+5swZXvva13Lo0CG63S5f/MVfzDvf+c6Z/d74xje22rLZph7P40lwvSvg8Vwq//Jf/ktuuukm0jTl9OnTvO997+MHf/AH+emf/ml+//d/n9tuu+2anv8tb3kLBw4c4Du+4zuu6XlK/vAP/5Bf/dVf5bbbbuPmm2/m7/7u7xbu+8u//Mt87/d+Ly9/+cv54R/+Yf78z/+cf/bP/hnD4ZB/8S/+RWvfN77xjfzLf/kvecUrXsF3fMd3kKYpf/M3f8NDDz10rS/J4/F4AN+fL+rPNzc3eeELX8iZM2f4gR/4AY4cOcJv//Zv88pXvpLf/M3f5Fu/9Vtnytx1110MBoPquzHmml2HxzMX8Xg+T3jrW98qgHz4wx+e+e0973mPdLtdOXXqlAyHw2taj+c85zny9//+37+k+l0Jp0+frq7pzjvvlEWv7XA4lP3798vXfd3XtbZ/27d9m/T7fTl//ny17YMf/KAopeSnf/qnL6tOgNx5552XVdbj8Xh8f757f/5v/+2/FUDe8573VNvyPJcv/dIvlSNHjshkMqm2v+ENbxBAHnvsscuqk+/PPVcLb/7keVLw4he/mB//8R/nvvvu4zd+4zdav33qU5/iFa94Bfv27aPT6fAlX/Il/P7v/35rn1IV/9/+23/je77ne9i/fz/Ly8u85jWv4cKFC9V+N954I5/4xCd4//vfX6mYX/SiF7WONZlM+OEf/mEOHjxIv9/nH/7Df8hjjz3W2mdjY4NPfepTbGxsXPTaDh8+TLfbveh+f/Znf8a5c+f4/u///tb2O++8k52dHf7gD/6g2vbmN7+ZI0eO8AM/8AOICNvb2xc9/sX4qZ/6KbTWlbnV+973PpRS/PZv/zY/8RM/wbFjx1haWuIVr3gFGxsbTCYTfvAHf5BDhw4xGAx47Wtfy2QyueJ6eDyez298fw5//ud/zsGDB3nxi19cbdNa88pXvpLTp0/z/ve/f6aMiLC5uYmIXPT4F8P3557LwQsVnicN/+v/+r8C8F/+y3+ptn3iE5/gBS94AZ/85Cf50R/9Uf79v//39Pt9vumbvol3vetdM8d43etexyc/+Une+MY38prXvIbf/M3f5Ju+6ZuqTvrNb34zx48f55nPfCZvf/vbefvb387/8X/8H61jvP71r+fjH/84b3jDG/i+7/s+3v3ud884wb3rXe/iWc961tw6XC5/9Vd/BcCXfMmXtLbffvvtaK2r3wHe85738KVf+qX83M/9HAcPHmRpaYkbbriBX/iFX7isc/+f/+f/yf/1f/1f/PIv/zKvf/3rW7+96U1v4k/+5E/40R/9Ub7zO7+T//Sf/hPf+73fy3d+53fyd3/3d7zxjW/km7/5m3nb297Gv/k3/+ayzu/xeJ5cPNX788lkMlf46PV6AHz0ox+d+e3mm29mZWWFpaUl/vE//secOXPmss7t+3PPZXNd9SQezyWwF3X0ysqKfNEXfVH1/au+6qvkuc99rozH42qbtVa+/Mu/XJ72tKfNHPv222+XJEmq7aUK+vd+7/eqbRdTl7/kJS8Ra221/Yd+6IfEGCPr6+sz+771rW/d8/WL7K4uv/POO8UYM/e3gwcPyrd8y7eIiMj58+cFkP3798tgMJB/9+/+nfzWb/2WfPVXf7UA8ku/9EsXrQcNdfk//+f/XLTW8ra3va21z5/92Z8JIF/wBV/QatNXv/rVopSSr/mar2ntf8cdd8ipU6cuem6Px/P5j+/Pd+/PX//614vWWu69997W9m/5lm8RQF73utdV29785jfL6173OvnN3/xN+Z3f+R35gR/4AQmCQJ72tKfJxsbGRevh+3PP1cJrKjxPKgaDQRU15Pz587z3ve/lla98JVtbW5w9e5azZ89y7tw5Xvayl/GZz3xmxin5u7/7uwnDsPr+fd/3fQRBwB/+4R/uuQ7f/d3f3Yro8RVf8RXkec59991XbfuO7/gOROSqOgeORiOiKJr7W6fTYTQaAVSmTufOneNXf/VX+ZEf+RFe+cpX8gd/8Ac8+9nP5qd+6qf2dD4R4XWvex0/+7M/y2/8xm/w7d/+7XP3e81rXtNq0+c///mICN/5nd/Z2u/5z38+DzzwAFmW7en8Ho/nyc1TuT//ru/6LowxvPKVr+R//I//wd13382b3vSmShtS9ucAP/ADP8DP//zP863f+q28/OUv581vfjO//uu/zmc+8xne8pa37Ol8vj/3XA28UOF5UrG9vc3S0hIAn/3sZxERfvzHf5yDBw+2/r3hDW8A4NFHH22Vf9rTntb6PhgMuOGGG7j33nv3XIeTJ0+2vq+trQG0bHmvBd1ulyRJ5v42Ho8rVXr5NwxDXvGKV1T7aK151atexYMPPsj9999/0fP9P//P/8Mv/uIv8vM///O8+tWvXrjfdHusrKwAcOLEiZnt1to92SV7PJ4nP0/l/vy2227jHe94B3fffTd/7+/9PW699VZ+7ud+jje/+c0ArShP8/jWb/1Wjhw5wp/+6Z/u6Xy+P/dcDXxIWc+ThgcffJCNjQ1uvfVWAKy1APzIj/wIL3vZy+aWKfe9miwK4ydXwXluN2644QbyPOfRRx/l0KFD1fYkSTh37hxHjx4FqBwcV1dXZ+palrtw4cLM4DHN3/t7f4+Pfexj/MIv/AKvfOUr2bdv39z9FrXH9Wonj8fzxOep3p8DvOIVr+Abv/Eb+fjHP06e53zxF38x73vf+wB4+tOfftHyJ06c4Pz583s6l+/PPVcDL1R4njS8/e1vB6gGnJtvvhlwK/IveclL9nSMz3zmM3zlV35l9X17e5tHHnmEr/3ar622XSz53PXiec97HgAf+chHWvX9yEc+grW2+l1rzfOe9zw+/OEPkyRJy2Tq4YcfBuDgwYMXPd+tt97Kv/23/5YXvehFfPVXfzXvec97qlVFj8fjuRKe6v15SRRFfOmXfmn1vdQ8XKwNRIR7772XL/qiL9rTeXx/7rkaePMnz5OC9773vfzkT/4kN910E9/2bd8GuFX3F73oRfzyL/8yjzzyyEyZ6bCAAL/yK79CmqbV97vuuossy/iar/maalu/32d9ff2K6nspIQj3yotf/GL27dvHXXfd1dp+11130ev1+Lqv+7pq26te9SryPOfXf/3Xq23j8Zjf/M3f5NnPfnal1bgYt912G3/4h3/IJz/5Sb7hG76hZefr8Xg8l4Pvz+fzmc98hl/6pV/i67/+61uainnXftddd/HYY4/x1V/91Xs+vu/PPVeK11R4Pu/4oz/6Iz71qU+RZRlnzpzhve99L//1v/5XTp06xe///u/T6XSqfX/xF3+RF77whTz3uc/ln/7Tf8rNN9/MmTNn+OAHP8iDDz7Ixz/+8daxkyThq77qq3jlK1/Jpz/9ad7ylrfwwhe+kG/8xm+s9rn99tu56667+Kmf+iluvfVWDh061Iolvhfe9a538drXvpa3vvWtF3Xuu++++6pVu4985CMAlTP1qVOnqtCL3W6Xn/zJn+TOO+/kH/2jf8TLXvYy/vzP/5zf+I3f4F/9q3/VUmd/z/d8D7/6q7/KnXfeyd/93d9x8uRJ3v72t3Pffffx7ne/+5Ku5QUveAG/93u/x9d+7dfyile8gt/93d9tOfJ5PB7PInx/Pr8/B3j2s5/NP/pH/4iTJ09yzz33cNddd7Fv3z5+6Zd+qXXMU6dO8apXvYrnPve5dDodPvCBD/Af/sN/4HnPex7f8z3fc0nX4vtzzxVxXWJOeTyXQRm2r/wXRZEcOXJEXvrSl8rP/uzPyubm5txyd999t7zmNa+RI0eOSBiGcuzYMfn6r/96+Z3f+Z2ZY7///e+X7/7u75a1tTUZDAbybd/2bXLu3LnW8U6fPi1f93VfJ0tLSwJU4QgXhUgsQ/H92Z/92cz59hKCsCw/79+8UIi/8iu/Is94xjMkiiK55ZZb5Gd+5mdaIRFLzpw5I9/+7d8u+/btkziO5fnPf7788R//8UXrIzI/A+vv/d7vSRAE8qpXvUryPK/q/c53vrO136J2utKssB6P5/MH359fvD//lm/5Fjlx4oREUSRHjx6V7/3e75UzZ87MHPO7vuu75NnPfrYsLS1JGIZy6623yr/4F/9iYRtO4/tzz9VCiXgvGo/nbW97G6997Wv58Ic/PJM8zuPxeDyfP/j+3OO5PnifCo/H4/F4PB6Px3NFeKHC4/F4PB6Px+PxXBFeqPB4PB6Px+PxeDxXhPep8Hg8Ho/H4/F4PFfEddVUvPGNb0Qp1fr3zGc+s/p9PB5z5513sn//fgaDAS9/+cs5c+bMdayxx+PxeDwej8fjmea6mz895znP4ZFHHqn+feADH6h++6Ef+iHe/e538853vpP3v//9PPzww3zzN3/zdaytx+PxeDwej8fjmea6J78LgoAjR47MbN/Y2ODXfu3XeMc73lElonnrW9/Ks571LD70oQ/xghe84PGuqsfj8Xg8Ho/H45nDdRcqPvOZz3D06FE6nQ533HEHb3rTmzh58iQf/ehHSdOUl7zkJdW+z3zmMzl58iQf/OAHFwoVk8mEyWRSfbfWcv78efbv349S6ppfj8fj8XhARNja2uLo0aNofelKcd+XezwezxODvfbn11WoeP7zn8/b3vY2nvGMZ/DII4/wEz/xE3zFV3wFf/M3f8Pp06eJoojV1dVWmcOHD3P69OmFx3zTm97ET/zET1zjmns8Ho9nLzzwwAMcP378ksv5vtzj8XieWFysP39CRX9aX1/n1KlT/PRP/zTdbpfXvva1rZUqgC/7si/jK7/yK/k3/+bfzD3G9OrWxsYGJ0+e5IEHHmB5efma1t/j8Xg8js3NTU6cOMH6+jorKyuXXN735R6Px/PEYK/9+XU3f2qyurrK05/+dD772c/y0pe+lCRJWF9fb2krzpw5M9cHoySOY+I4ntm+vLzsByKPx+N5nLlcUyXfl3s8Hs8Ti4v159c9+lOT7e1t7r77bm644QZuv/12wjDkPe95T/X7pz/9ae6//37uuOOO61hLj8fj8Xg8Ho/H0+S6aip+5Ed+hG/4hm/g1KlTPPzww7zhDW/AGMOrX/1qVlZW+Cf/5J/wwz/8w+zbt4/l5WVe//rXc8cdd/jITx6Px+PxeDwezxOI6ypUPPjgg7z61a/m3LlzHDx4kBe+8IV86EMf4uDBgwD8zM/8DFprXv7ylzOZTHjZy17GW97ylutZZY/H4/F4PB6PxzPFE8pR+1qwubnJysoKGxsb3g7X4/F4Hieudt/r+3KPx+O5Puy1/31C+VR4PB6Px+PxeDyezz+8UOHxeDwej8fj8XiuCC9UeDwej8fj8Xg8nivCCxUej8fj8Xg8Ho/ninhCJb97MjBKhI0dWO5BaOD8NvQiGHQhTROUUgRB2EogIpMhkk5Q3SXIM2S4heotgdLYjbOo7gDV6ZGfPQ1BhF47gD33KNgcc+AIMt6G8Qi1sh+sRSY7qM4AtMZOhqgwhiAiSTK0VgRGM0zc+fsxDCeQ5LDchSRT7EzcZwVsjqAXQxTAxtBd06AD60NX99UebI8hyWC17/4OJ7DUBYWwNXblQwNbIwgD1x5bY3f8fiyMU0VuhX6sSHNIMqEbufqNE0scarR2nwOjiALFKLEoIA4VSSZYgU6kyXNLmgtxaECEJMsJA4NWkKUJ2hiMCcgnI5RSqDBG0gkiFhN3kTRBshTd6YHNsckYHXVBKdeWQYQKIuxkB6U0RF1IRohYdKePJBMkS9DdAeQ5Nhmh4x4okNE2KupAECHDTTABxH3Y2QAENViF0TaSjFFL+yCduGdhsAqA3TiP6i+hog72/KMQddDLa+TnTgNg9h/BbpzHjocEB29AxiPyzQuYfYdAgT3/GHp5FRV3sRceQ8Vd1GAF2TwHKFheg9E2ZAlqsAZpgkyGqP4yiLi6dPtgQmRnwz1XnR6yswFKQ3cJxtuQZ6j+CiRjZDJyn22ODDfdc60DZOs8Ku5Bp4ddP4vSBpb3weZ5JM/QqweR0TYy2kavHnBtuXUBvbQGJmi8F31k46xry6U12LoANnfvwmjHnX95n3uvdjZRgxXQxtUl6kIUu/qbEDp9V38RV8/JEEkTVG8Z8hQZ76C6zkFNttddW4SxO38YowYr2AuPgQh67RB24zwyGWH2H0GSEXZzHb3vIArIL5xFL6007kUHNVjFXngUlEKtHoCtdSSZoNcOIZMRsrPh2kIEu3kePViFMHJtEXdRvWVXF61haR9sryNpgl49gIyHri1X9ru23DyPWlpDBQH5uUdRvQG6v0z22CMoE6D3HyJ56CFsktA5dQodPPWGChFhePd9SJbRu/VGJmceI72wQf+WG7GTMZPTZ+gcO0qwtFSVsWnK+L770L0e0eHDTB56EKylc+IkydnHyLe36Rw/QT4akj72GPHRYwBMHnmIcP9BTL/P6L77MP0+8ZEjjO69D4DujaeYPPII2fYOvZtuJNvcYvLoY3RPngBrGd3/IPENh135e+4jWF4iPnKI4efuA63o3niSyUOPkO8M6d1yE+n6BsljZ+neeBLJMkb3P0Tn6BFMr8vwc/cSrq4QHT7I8HP3oQJD98aTjO9/CDse07vlRtLz6yRnz9G76SQ2SRk9+DCdYzdgOjHDe+4nXFslOrif4d33oqOIzqnjjO97EJsk9G65keSxc6QX1l35ccLowYfpnjiKDkOG99xPdHA/4b5VV77ToXPyGKN770eynN7Np0gePUu6vkHv5lPkwxGTR07TOXEMZQJG991PdPAA4coKw3vuxfS6xEdvYHTv/SBC76ZTTE4/Sra5RfemU+Q7O4wfOUPv5HHQmtF9DxAdOkC4vMzOZ+8hWBrQOX4DO5+9F4D+rTcyfvARsq1t+rfeRLq5xeT0o/RuPImIZXTvg3SOHsYM+gzvvpdgZYnODYfZuftelNZ0bzrJ5OHiXtx8E9nmBsnZc3RPnkCynPFDDxEfOYzudhnfdz/ByjLRgQOM7rsfZQzxyRNMHnwIO5nQvfEU6YV10nPn6J465Z6/Bx+ic/QGdCdmdK+7F+GB/YzuuRcVRXROHGd8f3EvbjpFeu48yfniXkwSxg8+TOfEMXQYuHtxYB/hvjWGnyvuxYljjO97AMkyujedInnsLOmFxr14uLgXQcDo3uJerK4wvPsedK9L5/hRRvfcj1hL/5YbGT/yKNnGJr1bbiTfdveie+o4qrgX8aGDBMtLDO+9D9Pv0Tl6A8N73HvRu+kUZ84mbO9knDzeY2cn47FzE47d0AXgoUdGHDwQ0+sGPPDQkEE/4OD+mAceHqKV4tgNHc48NmE0zjl5rMfmdsb5CwnHjnTILTxyZsShAx2WopzhPfe59+LQAUb33Icyhs6NJxk/ULwXN91Iul68FzeexKbZwnsx/Ny96DCkc+qEey/GE3q33khy9jzp+Qv0bjpFPpkwfuARuiePosKQ4efuIzqwn+jAGjufvRcdR3RvPMHongeQNHXlz5wlubBO/5YbyYcjxg+dpnvqGMoYhnffT3z4APGRg9e033zqjRTXkL+5z/IHf+kmuAoIDKS5++2ZR7b4wqNnUQo63S6Hj9yAUor07r8if/DTbidtYOsCKkuRJCHfWIcsBSBLLMmZM26/Th+7uQFA96YbCTvGbd93CLW6DwAbROS9ZRALwFb3CBeiw1hRXEiWGaWujFbw2FaAiELhhCJQaAVGQV7EBgsb1xIaJziIQBzCxFWRbgS2aAuthDAAJzsJcQBZ8WMcCLl1v8WBoJQtPlt30KJeKCc4gBBqsFJ8Nq48RRvbXFBKiIwF8ur8ijqwWY8hoYxRYunlQ8hdpZU2SJagis862XHnVAqsheIYqvqOm8DmmatrEFT3CBNAOinKG7AZRWFUnqGK/ZRSqGTkymcpjAsJLYxhe6O4sBAZjQFB8hw7GrmJcZ6Tp4KMR65log7Z+gVEBNXpITvb7hzdHqSJq38YYcKizkYTrq5BOgEFwdp+9xmgO0AF2l1rt19dO9q4z+KeDaLYHQsg7EA2qeufjIv6RzDeqctniRN4rYUsq9pMMNjNC8WD0UW2txARd6xRUT6KXZuKdcJLGKKK86tuvz5npwfZxLVvt+/OWdRLibhrUBoGS+6+AUQdyFJ3pd2l6rnAhDDacuct6w+Q5zAagnXPmc0F2d5ARBCrkOF2ddzJmUedgBJ3waauXU2INtq1n9KYpUHd/nEPJsP6WsrnIurU1xhGaPfQN+5FWpVRmVu4IOpgd7bqezQZFdcVYMdjyDOsFfLMQjJBrCWXABluY3PL2fu2GD7o+pvOiRM88+d+ns7RozxVyLZ2+J/fdicX/vuHAQhWl8nWNwEwgx7ximAihYpCnvYTP8GBl76U0X338akf/Gckp52QH6yskG9tuIWk1RXyLVde93rY8dj1OYHrJCVN3TNkOuTb2+4diAekF9YREYLlFbL1jeL8A9KNQvgNQiQTJE1BKUyvR76zU5VJL7gywdoq2YV193lpQLblnlMdx9hJhqQZaIXpdsl33HMXHlgl23Dlw7VV0rL88hLZpnu2dLeDTVL3XmiNjiPsaFxc/zLZxubM+c3KEvlGUT7ukI8mkFtUYFBB6J5PINy/XJ2ndf7Vul3NoIdNJ2Cta0tjkIl7n8zSgHzLtWWwtEJWtsVq3Za61yPbGrq2DANQGkncu256fbKNovzKCun52bYozwGgoggQJCnuRb9Hvu36sHDfCtmGq3N0eI28GL+j/cvYyU51LxDr+gbt7qUdDot76drSfV4lXS+ei6UlsqItVRRjJylS3YvYjRvT92JlhfTsgns5cf20MgYV1vciWF4m2yzKr66Sra/PHNf0euTjEVhp3QsRwfTdecr6Z+fre1k91/0e+agoH4WYSCO5a8tgdUC+vT1TZuvgLfz86ncxMn36PcPO0PXLYeBG/ywTlIJuxzAcud+WlwI2t7KZz83yUaixVshyQSv4unP/mdvv++PiWV4h36zf67IuweoSeTH+6k6MTVPI7cy9MIMlsgubRbuskJ6bbUvd65IPJ0iWu/ciDOe+V633olm+33P7W4toDVZjR+69uPXHvp+n//g/41rhQ8peJc5vCb/yx5bdWvMFNz7KjftdB7K8sspKvk36yQ/WO4ibuMnmOeyZ00wfbHL2Avlo7AYcKwSDPt2jh9yPUQzHbkSp4mUarLntDY3Io72beDg/wjCLoZyui9NObAwDkqzeV7WLthBx8+tyYl+eJgpbewEQh4LR01VxL6rbLhglxKEthIJ2ea0sRtXlVSG2NI8FEChLaLL6+DjJrt5NGLBJP1lHS9baDuImnSIgliBPquM278FMc4id+l4IIMWEc2Z7mlSCjsoS1HCrFkjK/ax1k9yijCQptpiMAKSb26V0VRQRbJqRJ0lruwpM9VkXN0YpRTDoOSFHKXQnRgVBS2tGEKIHA4g701frMMVkvFmm/Nx8XstJfJ5X2yVL3YR8CjsaVZMqrCBZ5spVdXITr1b7a40yprquerty19RcWTdT1wiwvApBWNVfTOCEh+a1iEWlSX2fxULjXpTkO9tuYpFl1TYRwSYp2c6obqYwQBtTXYuOw+pe7BUVhYBqv5taV/VWxqC0LtrSuglG67a4L3Y8JhuOqt+y4RgpXujz9zzG5gMX6kLGMHjOc/iC/++v7rme8PkdUvZv/7ef5IFf/+12J9dAGeif6DoB1hi+6Hffxd/9b/+c0T331IsPFH2WUe65nDlIfe9FhGycVfcjHWdIsaIjVubfw0wgYy422+OwLiDMOY7B9Z+X8GxeKiKL67+X8+tAQaAWjlPVebJ2+zXPL/ns9umydkH5S0Vp0JEqFm7cM2S6Zu5+Shfvs1Lu/hfYxrPg3vG9X0uJCG6smP9oX3Waz+Kie7EI3VGosG6LmWOj+Zul5/HOY99xpdXcHRH+6af/HcdG97u6NO6R2wAq2Pu7IplgE4sseP6lWEDd6z1deB4R7Hj2Rn/Jf/wlDn3Niy7pWD6k7OPM6Quyq0ChlHBuJ66+T8Yj7Oa52cmZ1m5QmjqYiLQmhygw3bgaYIi79b7l5KhpYgXE+ZAkd5OS5ilDI5UWoLl9N6Z/12q6ygpQTmujZvdvTtWtKLSabj9V1XO6fPtYqjh/LdCVAlF7N0WOaQsU1cGaUsvsK9HYY3cWNVp5AY0JqyjdnjiX+2ldfFRt7QhUk+6Zw2vd7qiVqp+L4jjlM6O0rjpnZcxsR12sci18mHe7GTOf1fwyDUQEmsKBmnqQyvrPFqzLTG+fc/0z5Fm7XkrP1l9pWg07Z4IpIk64mbqXSil0OKUInrqW5r3YE7q8lzOVqD/aUugunqWp26ia7dGcqDaubbIxahfKc3b+9m/3Xs8nARf+4n8uFCgAJKee9Oc525/4W0Z33916X6Fxa/aydte8H833fNE9vBrLgeXEffqZusYCBbB7/fdyfn2xg1zkPBcpKlKYHFylZVeRciJa9F2m0U9NoRb1W7KHzxeh2TVfa2au71Lb0u7SFoDGcmr0ucur3CXyUP9U9Xnmtqk517qA8rnaTWBQV+v9m1MlFQSs/+XHr/zYC/DmT1fIKIG/vg9OX3CdRRQqlBImydSOAlEo5Gg0FptljJOUQKT9fovMndhCPWEQcdK+ZMVTqTUkI9RwG3qDatVdj3dQWQLaMOmvoZUQkZDRoexVRJx68PDSmK1xwCR3/gdWFGlGtZ/RUs53yXInRJTmXYGmeKnq/cGZP4VBNc9rUU2slHVmT8UYOWdscwKVKjUPUhyvmBhjMbo2U4LF/ZaxKVKMEm1NRfNz+W8X5l3Q9LHmF6w+qaaGolm+OUGUPdQFN1AF3Q55mrhValvc/yBwg1g5UZfyfjeEm+Z3mCcdztaxuX/z+0xbNj6X2odSaG6SW6ehaLTBvGehbBPJcydcZRk6itzqf+NUkiSoIHTmDItInMkFnW4h1Ej7WrIUtjddPTqdum3mYJPZeyki2NySJynKaFfHor1tmiK5RXeiPQ0cUmnRFIRzdpgj2JXtZLNsvvBY7mNd2zcnTyaabbdgZfWi9Xwy8Nif/jmP/fGfOfOgaQF3BnHvmoLH/ugPUWHozJCaXOa8wISaPLWtTlEXKlubu/MqvXhiojQzitRdKeXnxvmmX3VVrjVcVBgoyl/s/OXkdsHxZvqmmR32OPEylFaxl3T+8hxXC1VoX6qx1y7o4yxYbOvaRHZftLwU2l3z/Dau5hjl2oyu29r1G8V2RXvF/mJMt7dywhUKNwZM3ydTT9bnayoURln+waO/xWe6z+Bvl56397pcCkrxqZXb2AzX+LKz72c527iSg4ES987tIljMCClXScCVPCc6tP/KD7QAL1RcAeME/uMHYceZdNLv6WLirRCEJKmWqehFObcc3EbQ5KLJkxFbpsuKidC5k0AUwGTkVp7X9sOFwoEWgSgmm5yvzi25Jd3aJj7inHDJczj/KJImsLKPYOMxVGmrDXQmY9IbljgSnOGe9BRS+QrAUjgCNOM8QBlBxJ3TaBgn4pyjw7qDCUw9LyznbSJO2JBiZOpEbj939VWtq09aOUGhHzfeKuXardGVOjMRJWhdd6qub3E+E1HD5KkwvC9+y5GGIs6QEcqYXIcENkFaReoesrTVb9VJ5gghiybQzQnz9PbyN5s723mtZjuVhgkNIrVpS9H5m27sbJCr6qnSjoygWPlyQtjUyjvFRHecYLpOY2YnCbo7ZeYUxa4OJqi0JpQaE13OPOZoB6ZRyj2T1jrfDuv8Y8QYUNqZQhXtUtowg+vwKjMoVRzb2upaKvttgAzyJIVB370zZTvjBG4rcWEnXZcvTY9IU/cvGTsH9SyDbo/CEBcefRjE1quVUQxKo8LIObCXJl1pii1sfSuhqCBZ30Jy67QAIejAFGZGrv7p1g7R8qBRpNm25WepnxsRbJahg6A10LYG3cb3fDiCLEN1Os6uttjHlhNfkfbCRO6ut39wwPDsdut2rr3oRbP3+EnGg2//HT7xg29ABcYJW7vM4qLVwqSumHxd+O8fKHqb2UlaOTmX4paqalt7P6VrUxcdaHSgSUcZKCdklASBEzgyyRdONC5l7iEi7tzlBFOKp68pUJRyu2LhRKg0CSlNN5RZLPS4AgoV4DQ+0wJIjhMGFpbF1dOWi03F2DFPyFAKApk1tVIKXfjkTTdYc33p4tfBRSeIgDPjaWgaJRMIFaLn1Lsl3Ml8Aa157y9JeHXtXfVhrefSPazT1ys5iCnaaWaIk4WChdOYNurfbCcFOq6WF1GBwqYNk6CgEDimzT3rq8AYGMg2t29+iC/b/B/8cfoNfGD173Pj+B7u6T0dLRmW0qx10VLVRSja5J6lp3Pv0tP5n/vv4Hs+++9YyS7UVgzWXdui9cZmnVUhWOpYY4e7aEObP5XPWHv99CLVnv8+qMBw5B+8dG8HuQy8UHEFfOoh2BmX91jRWDClEyuMEbLMcuuBLW49uIVbAHQPd6ZDDDkbB26hMzxHPNlCTIDSgYsodCB2k53hNgQhau0AncEq8ugjqG6XfGPTTQ7V1OC0te46yzimRZ4Qb19A7T/EDeF5djI3meyaCYG2nB6uktnSDMUVCQN3bVq5l7G5ID1tIaMUhMXcE1ULG+VvZQemlRO5tCocs2m/hO0+0ml9lJKp/dz3UOWN7a5dBUXMhEil5ASVaZUhQ1SAaMhQGJuilC1eXFX5OogJwLb9HFqv5fTqZTn6FJPfuipS92FiQSxKclQygWRc7KeLjsLWx9AK8mK5z2iYTFrn03GEaIVMUjfxKVTD5US1VhVPqYyLTlXEkicJJoqcY2EQunMrDVGILn0mJmPny6CLh9paCEPmatHmreiWD0mat23MUaBda8t4giST+qaLoLTG5hbJMpRxKjCbjV10qFJQmTqPJEnhJDn102Ti5KFJ4lbr43i2k7UWdrZQeYZsbzoH9dGw7tHzHPvoadRgCUzghPbUCaWSZtjhsN0GAvl4QrK1U0/YAZtm1WpcST6aMMktwaBXa1tUKbSW/7XbVZIUm9tKYhcoBCrVFEOwaUbpX5WPRqgwBCvYJKmeG5vWsyxttJsrpBnbp2f9Rs6/9z3c/L//7zPbn0x8+o3/HqB136ZRAcRrIcGULbzKbaXJak5u3aKFILlC6fbqr0jeWEKRlslTKSwGsXGBKKbqoQOFzhS2nOiVRctJ2yVoKaq6VoJ3e+qlioWy0kqqnFxK84GDhh+A2/9i5kPVdNK0/QagKJPjJtzzJqzl7jluMldIQoLg5pB1GScnKTDSmvhX55/W6jSFQF32WcUq+pRgiAJd3vdGuzS7xNLcSFlQcX0OgDyx6FC580zZ6FfVWXAvlVJIq7/YK+56yItjK2etUN+CBQdbMKEt42csPJtWoJxgoQPl2sk2n5fGvQrKtnBC2K4+NcU5deMF+F/O/2eWswvcsfkBPj64nYfj4/yP1RcV79llCBSugu46lUGAYTDgP554DV//8G9zaHK6mjuQ4drVLD5PJdqowieor5FUqkU0JTTWOFX1MKlS26YKv5o9vt92nslulvPIf/pjbnrdt++xAS4NL1RcAeOUesVkzu9hoDBa88wjWxjdnoE7bYCbxI76BwmKSEcSxtjcEqY7sLLm/gGIEKyuoIuJtPS6bkI2hQLs1gbEh2Z/sxkWTWgsq6Z2mLXi/BrmSfKhofjt4igFxjitwvRxlJtLVhYkWlHsN3sFCqkFGOZL/gqpJ2CNrSAEKneLU2Sz/Yg4fwarA4xNXUXKSX3Zs15suaE4TrNM6ZytykpX1Sleaq1R1qLKKD7NEUdrp72otBJZVdxO+1SAW6lGuUgdrfrsjtLGdeTFrrrbrZ16g6Be7S8PmaZgpN6+l3apTqYqs525JYQqSktZd6UU1trqOm1WC0pis0qAmjlUscI+97di4izWIkGA0bOjX/keKWWRrfVa2yFOCAOQ7a1WmTxJkCSdK7ilO6O5E1ObZi1TLXCal3ycoHqdapW4qlfxjCnqe18KkCJSHUuKZ0cpVV2vAqQxWZTUnae8tnnPlSqEvTyd9R7Mt7Zmtj2ZEGvJNrcvup/pGExnd1dEseImRkphrZsUKyUw3Y9WgmP7fpQ4J3AFYmcm3eWzMu0PUU3krzLtx1zNCB67lbtss51Zmbr9c/nOTzfdnAVpBW4xY8rp3dVR1ZoYasfi1iS/WHeZJ5Q0j9Nsl4Xto9rHlhw3sW+U2Ks9falh2otQIa1+tmFOJXu7R+UzeDm2/s02VqiFWiilFCq+lHO0b7ZG+PLNDwDwvO2P8vThJ/nvay92v0mOZVaDf8koxf2DW9kOVzg8eaT9m2W+5qlZvPFZG+W6hbyYD0ot+KqpvZvWJezBvNGNm3P6FaOriFPXAi9UXAFH1+Bj97jPWkFerU67Fz0MQIeK9XHMvu64tdJvCv2iycZE2Yg86IC16HzinJaLHevVI4UqwkKWzq2qGdqz3C7iYtKv7a8mGuAezawzILQJE1XFenVmS9YQB2Vv2V5+Uq1RQVX7yBxBIwpyluK8tKRgmBqs1M6ujS4ThXXHaAkG9UujsJhiBaVt9uTKl9qTcoVKFbN57Ty72mWKL1E2REtOrkOUuKhEOk/QRehXJeK0CVVbFoJe+XqXlbHlkhWN5Z1a21E17Mznom2ztC7fnEhK3bvbJEFGLtShGAPNiZ7WqLiwQSsnkQ2zlxm0wnTiSoCwqbOzlzR17VdOosMQ3e3VnZHNXRhbpVxYV5vXpkjTJh5VKzS+Kw2DFWT9XPVb+Vw7IUpVmgcBJMuQSYISccJFscoi4MLqTd/XgnRzG5PlBIPefMGifI9GI6SICtXarxAIS1U+gB1Pai2EVqgoRmlFPp4wPnPWTd6VIlwZEDRMyGyeowPT8rOohj1pD+wlSuHCUBrjTG/E+UNIVghSWtcCpFKFBgesAh250IUmjiGso1yV0Z/Kz5JbbJK2t0Pb8V8rbJYTL3VIthsCq1IMbrttpl2fTCitWfmS29j4y4/tup+d1G1avnPlZFJEsJmtX4Zi4qgDTdAwX5o2XbtopKZpWaSpBW1tLyu5++H2itL1Oeac7uLli8nrblzUuXWXk0phbquamolgwYRUuX/K0I64U0ZkUk7gsLk4f5Zx4z5C9fvc45pG/7sgmk8ripFWrZV991211mx28yNotUHVIV5kn9aQZS8e9Wre+YuV8otNmitMIfSkUkXzchVg8TOq3P2QOS6H1S6BqmNozHt8SjMhDT014tTobl524T9zanIPqQr507Wv5QMrX3nx+l+Ee/pP45btT1XfbaGFD8Oyz62vyUQabRTpOMcE2j2HUgpqRZ+dg00sQU+TbtU3qBqXqrFPUVp0Oe1ZYV42M+WY/25JlrPv//NlV3z9i/DRn66AMg9D8UhUFi/N3wA20j6Z1KL5xIaM8xidp8TZqIihDyiFDWJEKWzQafYwLrRlw/TDPVimNk8p9rPjsXvItjaqUUZEmPT3k3eW6OebBJI0izDKYwJtGUTtHlG5KmG0tCZx7c/uHEZbljt59ZtW0I/qnqwUEEAwyrr5pK0niSWlKtNUwoaa0pQICtsw9miKKs4RvSzTnOR3k41KkAtsihaLthnaumhQSiy62dNK/bKXwgWAyz1RK1PraD67D45qUtznpkBSnae+T5K5XBQy3HH3UaQtUEA1KTTdbu24ojUt+7vGTTKdTuu7DkPQ2mkimisZaYpMxm513k61RRFvnGRcz17KCaqIew711PmLWOUMpsLPBeGMUKJwEztV+AvIlNq2XvmX1nOdjSdInpNtbZOPa81daeJTX0IhLAyHrfJShrxt3AebJLVAAU41PZlg85zxI482tB9Cur5V+Sgk61ukG9uYOKrC3bryltLXpWlyJCJOK1DWJ8/rf1mtYWlppHRDeBSwE+fQlY9HlQlc2V7NY2TDMhR1I9jD9CTJOsftpRuWiZdr80llFJ391zaE6xOBoNe76D42F7Jxe0aWjlzY3pZAAYXWEyR3+UCaE2ibOcF5LwKFC0nb3pynhSNva7tc1K5/r5QCRWlOeakChSBzfRWA6l2oWBRWtrGiv5vw4daHZPclUin6mMD5cZTH11FzMCtMUqDwf2iUN8V9mGZ6xX1OHUqBQiknPGhTR+RraiebXeKMPf2VMDXk7HZMKRc+Wq594vxehEuy6ad5X5rPklHzz69AdzRaa2cSNm8Xo2qn8QXHaL4XCvjO03dxcnIvCogk5WvP/x7P3f6rPV7EYv77wa/ir1afX30/0znK7x771kZd3d8g1pUQGcS6EoKr+UPVLmA6GmUUple/2ErRfq918SyWz/SctlBV2bYWDtw7FfS7XCu8puIKuP9svdDc7AREpLKzBJc1ej1bRlO6MWsMOQO7USg2in1VNVUFY7C6hxltuZwGIs7eO0tbDwxhiFiDHQ1rcxKt3ary+rki8YkluHAWNd5i8/htzuegcFZWCF2zzWP5QTphQBxYrNRmSrl19QXq8LDU88rmQvu04KGApTirJt1KSWFu6Jy0jZaFwYbac06NFYtGCJSlbcHi1r9D3MTOKk1stwlwA70SoZNstlXShUZC50m9XdoRh5oRklRh1lIKda2qNSrfWs0ry08m6PF2dV7m5bAQcQ61FB14M5fDosHUCspogn5/6mYUE+VqWWp2xc0d14Keff1lMnHHmQl3KrWWYjJyjtwmqDUSRc4HIYRmaBBwOS+iGNnZcs+xUkgYzg3DitFzVbYA6XYtENg0Q4ft/BPphQ3SjS2CbgxlRx1FBL1GB5rnzrE6ChdHRZqO4AMgQr610xJ2XHMLOw8/hp1k2Dx3xzu/6cytRAp5q2hLrTBhQD5pHz9PsipjtWR5ZXJVnrc+4S4rlwL5zpBcFb4Sthac9mp/UtZ365ENTGjornUp/QOGf33lg/ATGbGW83/+FxfdT4cKmwnpTttJOtlJMdGcEMHF4oQt8h3oxsQ0T9rfp6lMZARMocEqMZEh2UpbK75KOaffi2oq9mgBMvdZWzRjKFeHy7KZcvblMLMqXq7qS3qR51Jo7SOIO4+eU7fd3o2yfGHTr0KFBPVxp31KRLn7ItNLrgakuYY3NcGuzh/R1kQ0fAPKPmPWmX/ONktl8rKISkOy225Tv1XO03MEUKWotQTZgvPnbkFlT3kZBOb5xKigPdl1fheNe6EVetZNrq5/+bcRHWrmt4JwSmrN0Txj9Lf89eCLLl7/XbDK8Lsn/jF/fPSbCW3KVrCMxvLys/+/av6kwvb1N+s13S03hQMTOcHKJhabSBV+WPLGMab8gNoHg1bwAlPvoEPDY3/6AVa/7HlXdP2L8ELFFRAaQARjigA82fzQ5lZU0ee6h8FaYZSHDInpzz1yY5KYpS78aLVKPLVnpTMtXqZez2UjDkwVdYfi19xELj+CSDXpt0CmIkJtMSonJ2j5GRldmHWhWtvrd6NpC9qaVgPtKJxldNOyvC4EjHZfuqij0k5DoeoImNX5VbM+hU9G8/d5h6sXexsmTgtCzZbf1QIJaDeUcpPvPFt4ZeWKvxXndDzjjLzr8UG1RrBiplOuSJe2aPPqxfzBbO41BmGdLE4Kb/zyOKbQRVfKI9VY/W+cTxtX1lrn39HrIaNRpWGpJvPzJgfa5X0Qa53WovEgleZATpsh9b1SyrVrltF0ekNrVJa7jK/l6n2xv2q8SzNNVkizOgxQYYDk1mlHcpcpXGlN0HUjYTocoyyEvRib5U57odvO0VO3orhOXTjrzblnF5uDScPtt6FNuhTBwmYNoUmr6t2eCfzwZEMpdLdTZUBeiDQF8+JPLuRWMNG8IAbtwjZvTJItzjmzaV/fMKeyttDYiVuZbE9IdjGbqju1ufVRe5iAz2W3clOvTdNZ/WIT46uCUJsnVf3QVH1b3eQu1y+z+5S+Km0fqvlhXpvhV6uJc3vFabbQHmzxrxbWCuSFycxUqNhdb9UuJkdVFK691n+eYDjFrr83phyX02aJWiCxXAZj02NcaiVs1rKQ+Pjgi/niyccu67ilZks1nmVRDWFwSpC/2LFKxIrXVDxRufWI8IkH6zlUJ4bRGCape3F18TA8thVxw+rELUhbxblhFyuKkTrOvvgcpoxiJFIt6wg4bcNwC5WnyHhcn3hKMpcsc1mElw+jB0u1ve9ox5nRAJiArcPPxJrIaUwERCm2WcYSYFTOSjRiO+2Q2LBxfNwkp6oVtEesUjSZ3j5Lc76pFr4NMlWisU3EmTWp5l4KLWk1XwxJqiYqTaQyFWAkq83MoPCjcPWttUUGsfls3fY0IWscqzGhU8pla9ZlsjUXw7BdtMgmrQrzNXc/ndFkdebZZY3GasT0MDW/ky0FUFWUF2vRpl4BrUzqrG1npO70UJ1uLcAW+SZKX4tW/doL6/X8Ji8EAcGtxIchemkJUbU5jwpD8p0hptshy7brwd0YdGCQwLWnTVKy8QRtDLrTGBzCEMkzd11hSOkbYkdjlNG1w3kZGjeddfwWY1BxVGn96kmeQsWR86HoxNX2fByz9cBpdGDoHlqtJIR4dUA2nGDi0OXSCAzWWibnN1v+FkorTFxfg+nFzlxpezbzuAjTEvXsPta6ZpP2G9vSqFWmfQ1tRrHP+MKO06x0FNkkcyuSSrHywhctPumTAKUUh7/xf+Hhd7xr1/1sUpiClLELMqls9DNjCftT7xP1M2Sz6QWUwilYO21Wta10pk8a/VAGOtTFJEORjfLKVl2V/UQjKoxurGy2qG71ZUxgL8VYujnhaXxe6Fy9V6rQnU1/w6Ktp69VgRi3n5vcX/x655lZVdvmHH9XNM7HA1Upb8WCMrM9NuAEC7U4POu8elXmU7sVaQzLYgWZNK6xEGaqYXyBIEqr/WaFjyoClJoqN6dec+/Fxa5hXrWKycle8rFUXZxSWGX40PILL+1kezmBUnzFhT8F3ALy3/Zv450H/zH7zlzgVHIv5Y2otEu7T5coQz27YCmujDYayQWbSBHtRiBjJmfNbgKi0poj3/w1V+nCZ/FCxRXwyHprwRRwgkW1kFpsPL8TkVvFSi9llIbk1g0MY+ny4clt3Bw+wL5wi0yHBNkYnacoFNYEBFEM69sL37cqrGi358Je0lgl6fYRNGIC7NoBQkmYqB65OFOkET0Xw7koIwKDcMz5SWEEWeAcx4sJPQC2WtPXZdSqYj8rtcOZVkJmXafqck0026oeaaqFv9ZL0BQoXE4Kt1/boQ2EHENIhiHF4EJyOcHA7ZQGXcROCLOJc8TOy9UEqc9USDuiDWpRrolGjWbux7QWw9piKVLqiE8wK1CAi7yUpghgej2yjQ03EY6K7OdT/gFI6dMxT6CYrpZCjC4mHIX2Qikn+OSWPM9dFCGt3Sq51kWOisKTTGlUp1sdC6h9N8KovvZGW02LnOU+CqDU2ChV+S3UK5qgOzEynhAMBuSTCRSOz839dBSis6ydYR4n0umgkV+j+Vteh9/FFpoF5kyurHVmUYM+Mp64XBZl2wBBJ27XJQ7p7F91ZixKta4l6HdQUNVfa01n3wrp9tBpTwJDOOihlEYZXfliZNvbTrtUrEpIqX3BCWdK6/brUWmnihejFcK3uBczSQfbz3WyPWF0fquKuAXOwTif5FixbHz4LzjOk5tz7/sfs+/xHNLNHNMtwkE3XudsmLtVwI77zRaTAJRLhChWWvkmKorJJDith9JqbihIm1p0oMmyvI4WVYRdLY/TxoWxnZ50ST5nAjhNQHuSOR3ydM41tM5siufWzs6dJLvIivjFyKgcf3e9jqKLLyexe5GhnIBWrmbUx5jnq1KalVRmUEV9muYpSgofAqQx8d5tVWDvAl81OZ1Xl6ljlth5JmeFoLbwnpRRm8pufl5bqjnPx5zjNcMTz/x2iUKue1XnP+Pz9xU+030Wf7L2dTwa3XBJ59pLZbrZNoN8i0/3ns0DnRv587WvIpSUY+P7nEayWJ21DUuRi70GlWBBo300VYjZMlSysk7AEEsRUloWCu6SZZx9zwc48R2vvDrXPoUXKq6AncnsGKQUxJFzQm6yMQrZmoQMupbGohQj6fG3ydP5ouV7AZjEywTbKaaISCQ6mL9KXZhtVGfpdJmabbvy+w8joZsImbw2L8kxZNJWAVbPrGqnoCtPp+dEaiop+xMzFeY10MXLNI2a7VvnCxflsZ2YYOaYSwkKrSwG63JRSO3HUZ4rNzEmTwmz8cxiysyFLqIxaZ5bpkw5Ky4AuIL677wLm7pwZxNdJwCRYkVbzavXdF2mwh+2D6/AqJYZkKRZHYbUZuhOp5qMl1m4KwFjHmX425Y5gJrfRmUdpjdOmfg4W1/nqq8DgzJdJElmnLarc6m2pqGa6E+FbZ2LLBjEClMhHQRIT5NvNttpfi8drw5aTuJlXapEUo1JgtKKaLnf0pyoIHCaoUpwKM5jS4HaXW9p3uEEpEb9m8+GyIwDdlPQqerW2EessPPoeuu5KZ0Hy2tOzz4299qfLIi1TB559KIChdsZ8qFFBU570CQfF8JD7LbnWT7fwXf6kHn7fsw1MREhm9RhlisWTqgWX0udn2Bx3fZS712ptDmNbZfi6LsbZXI8teA9Likn+5dwKaWzdpV0bhdr1HmOsK3TWzcBnI74dLUo+1WxzgxZFT4GC6M7LWr7PYQnrT4vOvRcU9qpAovuhdq7MFUdlz2tAVR1Q+B3DnwrO8HS3s5xiYyCAb936Fta21az85hCszPdTbeYI2G48bDdNzR+pBobtNtPUUSTy+2u91OFAaP7H977hV0iXqi4DB44a/m7R4RxWvhVgFt5LSJ8hoEir7Jp1y9JmRJBt14soWOK6C7iJhHauog0ymbYwSpq4zx0OhA7wUHtbKFGO0VpkLiDXT1IsLPeqqcAZ9eejg1CskSxGR6ATBGolFQi5yytbGsyL0CgMlIJnFN0IWCUi6AAudVFqNjyLOXfKYFG3PW3X6BS6yBVhKbSV0JhCU2OKrQigXJ+HlYUozxG3OtZTAjr40VM6Mo2yubE2QgtOaLAZBMCm2G1YRyvEI43UKrMrFNPtNqT/l16qHJC3ijjLEnK0bO0PXBZnN0qg0bGO87PRWlIJm1BA+VMiHpLyGSEbG7MCoZaYw4eQnc6SJZiz56dmZADEHec+VsywW5soJdXqtCx5Clm1bjIQoV5kIs2laOjyE1as8yFkLUWXa225XOFVRv3KJfFqrZQTggRyZ25V3WHXEPNyJbGtPxHmlGfVBxjVlaRLCN98MGZSxXrJs/B/lVM4ayebTgHaR2H2J3RbPs0mV7lA4hjVKcDuLwOOsvQ+/Yh2iBrB12ZT/6/U4dR6MOHkbPnIE2d74FyUZlsmmKiuIrCVKKjyPmhlL4Oqk5eWJmJaY0uMkhKbqsIU62IVc0XtxC8pcyL0NDWiAITBBAVfiDNaFJFeR0YxutDsonL7aJQpOMMEcFEAYNn3rJ7e36eklxY51M/+n9z4S/+Ch1H2CnhsKURmqZYVYapSdecJGbOdwdyydGhriMjKapoQCV5VifRbJpQSSZkI1s8X42woMWEpMxOXB9rlzDTFGsfStqr6yWlk3DThKlsh6aGZg/LrVV+gkC5OqWCnexSqDlJb7Z/+bkMSbpoYaB1crffwmzbDSohYqafYk/CUNnW5X1RhlbAlmq/XGqNgXbO/+UiRPN+28y1vw7Uru28W5StphZXoWbMZHalGQZ2dnifOtmCe1EICzZ112Ji1Qr7W70/KBCc0Fw8YzpS2Im4vDBTwqNqvlfzqiPtlfoyYdx33fczvOP4P+Wx+CprKhawYVZZ1yv86b6v4XOdpzHIt/hfLvwB93Ru4RP9L+TE+D4e7JwiUwEnxvfyWHiQHbPE0eRBxqrDllnm++/9d858G+dk/t6DX8vfLD2PwKZ8+Zk/5XkXPlxfc3Efmn5M08+1kpSlL3jGNbtmL1RcIg+dFz7yufqGBZpKQ6o06BDSTCrTlGnSTKG1VE7PGsuNS24VUICl0VkX3tRmKLFgAuyBI07QKCe1q/udlmI8BBOQHz6FxF0mOiLeerQ61oUDz2DSXXNlAoVkBosmF2c24tRwaTlVB2CcR2itiKSRrVqK+ionIATaklqQQrDQRfl6JbQ555nNaSENs53SQdooS6SzqrxW7i3QuEhRg2DEdtarhI2yhwvIWFYbBDYlTl3yKuUuDpRGSY7Jc/rDx9DZxNlUht1iL1UsJTU6qzJnQXmc5uSz+r9xvaVmQSnanmy66FAt0ulXUY/oL8PORr1UYYwTFpUCM3BZoPW2y01RTDSDY8dcngSlIAgwx46Tn37ECRZxx0mpYtFr+1wNgwBTmCa5W5CDiV0VjXFXrlwnrqNm6FCDTVz1JYpd9m8RZDKGTrceXyIXzQmbu2AAuISCBFHRFs6hWjV00lJkxFZBiBQRzFSv75LKNWz6ZTKBMMQcOuyerU4He+AA+dmz1bHMvn2kw4cJVlcJVlaqATk6eIA8dRG9JM2d03t1bY3IPMYlAZQsc5mmAeIY3R/UD2lh8oQAh485EyVAnbyR/P576+PuO4BZXXN+R1ubdfFeD1uGdEWcTSTOvKvUsFTPT9lG5XMWhZgip0jpz6GBfJK0BZTW0pd71hCKlS1VRVQxTTMxpTA6Jh+6yXNp7mQzSzoqIqjltmUmkY8zwiMnebIh1vI/v+X72PyrT7TC8c6wYEKnlHKmRM0oNgFVyFKh7AvrCY5Y2g7W4r7rYqJVThDzTDDNsKYWJ1BIIVA3l2iLPzaRdojUXeyqm+eXHGdCsZv2o/m92VR70TqoetKojIKoMH6dJ1gUZlbTE+zmNtFSa0FsbR4yI+A1u/hW5PX50ZcWTrYVboI9LzTrFK3AbUVeh+Y5K3v4ktwZE5vivtnUoiLltDvl7W1c48z5pJ3Lqbm9+kwtwKpwfgJAoO0Hsxct0HRdputZCKt5YqtnJp8IgVa14CjOJEtHYMdT7TJy3/OxdeaGTZqP+ZS/zrRAUbUR8ImlL+Kx6Mier+lKyXTEzx//3xjrHqI0G8Eabz3yfZQzikejG6r5w7nggCukFOvBvurzb93wHbzqkbcRSMYfHfqH/MXaV1BaRfzujd9OKCnPWf+Y27/IMF8y/7nWXqh4InH/2WmTDVorIZUEPWfVPkmhEzkzbWvK7YbPrR/k5NommQRsB33WzKOsDR+pBg7VnPiWgsXyKnZpFbu05gQLE5Gu7iftryF5xlbvCFnYa5SBUKdMbKdRK0VqQ7LiDcykiNcHjeugWgVtnJ5AW/JGhk3XZ0lrP5i3oO4azIqqzKkEjVZZq1w5Igi50+wgLIfbGMkIyMgI0ZIRMUGr2rSrLq6KkaQh3mmDtjkqHSHFJNGKLbQXdc/sJsBNUckdNRcphD2qbMWtFeN522xtvgK4CEpLa0iauPtaTLbLdtSr+5AwwoQhZBlic3Rc3zMXAUJhDh8pJv+RE4SyOgleywfD2ubtm2su1Lo7UQy9PnR6LrGitSgTgFZYE1ahZMv2JOrQCoFaTgSCqJjkOuEOpZC4rIdC8gzGO6i1qEjgqMAYzPKEMppVWb/wwAHM8jKSJKgoco7P3V5hgVW3nXNkC8DmBKvL1eq+6Q+cH0WeOzMjpZxDfhA6x2ybz5h5KaWc47cOq/pjLWZtH7o/QMYj52ze6UKWtsMAl8conN5NHEEoleZqt/Z352lPjpwwaWA8byYwXZ5iopgj4pIeTh9LGYNEIec+9SA2twRxwM7ZOmP2vKhC59/3/ouf+/OMnc/ey8ZH/t/dd9qlyZ0woFzozcJeWjKQ3GlexYIKlJswNmLrz5vUOmGiMRG0QjaWamVZGveksp+fjnxsi4mZ2buz7+NBFR2wXClVhWBRrVK46xWZeuah9Xneb2JLIas+Prq4foHCZrbSylTnQyozp4vWv5yoTvnQNFmkLcgKMzklyjnVzjNLyd3EudkWLdOzXao5vSrd3A5OSCnNz8pntFr7atZFOYFPdLHaveD5KZO21fOe+vOseavTuk2HPs2GthLyyglvaeIzt0+0kO+4MlKY+bSMAxrPEco9C00NUdMx+iOrX96cZDwujEy9WFVG32zVYXr+MPX5U8u38dPdN3B48hCf7T+T6uKLOcu7T7waUsvTzn4cg8xP0thAgNP/6U+49Ue/70ovbS5eqLhE9mK/F5rS86lGKaETWqJAyEURGTfwTFLDdhaTFv4Nqe6Q4BxjrdLkJiRmY/YkSkPcQbTB6gBb5BywYYc8MmRhb8F4WOkTqr9S6Rpc76Bae5XigmodQ1EskLcrtaBFhGkhqzEsUPdOsyWNG7EBIZYxWlkETVd2UJIjKLTNnSZnHuX2hqOqgmoVXQNVbL3yuosV3ZmaKuPcvyUHHaDyFNSlJ4aq8jrMqbNSyoUFttatqM8xyVIAYQi6iDQTRG6Cn2dFXhIB8kuuV7W6Za37F4TtHQJ3Tqs01kROo5YnKOUmzwJkYRdRmiAdoZsdPrgQruUmHUEycp+DEBDnIN/pzg2pq6MIokaUpKUBDOeE/1SAcuGHyyR/laO1MdX9UkaDNm7bbj4Y5Sqo0pUAoqIIVdalkprnCGilYJJnRbKixsRjenmx/N50wm4geTt52jyaSfFcjWajW1Wn05o8cdGdxuN0DyvOe1mSfhKiaE9Yp38rkfqvZAKlc24GUsa9KFeLd/FVmL6HYusJV+vUStEIyzd1kN0vaf55XcG9rEy36qgWTAQXUbSD0goVUU14laHMK3p57KXctXyEFx27nLwrZiNgzSlfJZ5rPHdX4tuilJuIt8y3GocT4Ez3GMNowOHkYQbZdvX7drDEme4x+ukmh8cPF8OiE4yrhapKm9qof/O5WOQsnDf2B8jnX2clMIITogMnHCk7p01aguX8Nrvaj4ASy9Ht+whswiP9kySmw40bn+Kx3lF2opUFhS79fm6FK2yFc46nFOOgz0a4tvc6X/qM5ZLwQsUlcny/4sxGOdFTjXmCe6KNEtb6KZNUMU5daIrQ5BzfP6n8L0T+/+z9abAtWXYWCH5r7+1+zrn3vilezJEROWlWah4yAUMIJS1AAkQpKdRIgFoGAjVDM3WVDMywMjC64QdmpaYoqmiBQVFIgEAghgIZEhrRUCSSUqkhB+UQmRmZEfEi3nDHc9x97736x9qju59z730RoczIjmX23j3Hj/uefe/1rZGx0BZEgHWEk02cBjEMWtMVnLbX0a2uAaTA1mF59mI+l6IYrFtjc/0J0UgwQ3sRXSl2IG/BVKT1BsNDQSsP8eVUKN9CAQlcSI/E7yE+br2H4xiFJ98f+89MKA2H4l4RrYMEPBfSA0R7fKnDspaEdYntZGg47OME2ls0do2iaSB4UPA7iSFyvQ5McNTwuAGmk8hZzrRQQydmRVE7ENWlKAtOu2Ma6zhCrlnJZhnuU7aD6UeJ6gpTHjkRRLMADrCqYNzHOCqr7xUYGQBx9T/SPR4ELFbZuTv6ajgHHN3NYzFbB8GH3ApJkhOT5p0cAafH4Os3Qe2iAFoKg1lic+XhJC3R/SlWJy8ASuPw+lOwrWReIWdx9c6H0dhNbnPIuC1hewGYViJRlWqtMlLWHCktpldE0t5O7k/vBSnABNOhmPei78MhHQCC0vIxgqd2ISWMmXYlUbFcuxIfEgCOr0KfHcL0Z4j5H0hpqGvX4W/XzsxquYRarcDew50cp0hSZdI9DuF5o8SRSPwhYr4E5pA1POa3mLN1ACQa0CQCTwZL47WmGi0Oey9kDUXJ9PJIW3Hjq75qUuernfY/4w3Ye9NTOPvQR7feEzP7ViYrhJS0bix0jL+nMLKDB5igFioxSHqvMOUJc6kUJbtvQJYxl3i1qF62Fkk+Ju9t/fulQr9G8qEItVvLMed3wEqSvcZQxdt4JtUSVFOY9QHgloOTsQJZn7Qv52Ya30VU73NzTDxpSgnFoinorENsvJ+odqYv5280N1TMPxDK1XVb8l8ggrlS28Eh4RkBIlMz84Bva+jQsBUqo8UlZPBwm2JMnAj6/tWb/jB+6cGvBAAY3+ObPvTd+Mzj9+B9V9+Cf/7GPwKr5Ez94ts/g2/4+PfOyv5SX3wdhYnnArSM2x61KEByMi/fi0lUp2jROjbXG5etOQGbEgS/5fgX8FMPvP2+GPui4QARGrfBN//q38ZTxx8CAJw0V/Bzj/xm/JZn/j0sGXz/Z/9RvP+BL7z/ei5Bv3LzS/HW538svIeo8uFMmg/GI7/3a1+xtrwC8Qg+vel0wzAqOtpysP0XWX6jPK4uBygFPHa9x8HSwSiPx2/0MMVICxMdmDLFuL4fDNnBIBJHvM3qBuLre3L9Caz3H4JXBqwbdAcPorvyMPr9m7BmlQq1ykDcnhU8jfAi1V4eRPXJQFSCewEUJRnFUMh9rYoOwECl6xmQMAOOZzbD0UnJUOhcE8AOo0GHq7gHYkZja6fbxOazS5+VH9BuDkHeAt5BDWssz+6kDVDbXtrpbHY+BmdJM3t5zgY/gqShATgw04kpjapl3QbJPOUyosmPvNkgMDiY1nB8ln0S9XhtRApOCtxIKlZvWvgr18WfRhvwlRuBAQ/RmNqlAIlmUYHGanSbBknj0iyyViOAB2YGNmtw34G9Ey3HOJPz4V1hInQDv9iDJ8Lm4CGUx4pr9tAtr+PkSmFuB2Hcj288BR/03NUKiG1Ro+2HKCfZi47tossO/aScFwMA9q+ImVY5L2WZZa6NwIilHBWRvAt5N0IY3dhSpcXpvFkkQBHb6PauwWtT2fbR9Rugmw+K1kMp0HIZnL7lGX1wJZkeVaYdxfeUaK5toPbFz4aty4CiHKeCxjbE6XrU+MS+A4AiUCOi8/XdWtPDoSylR5FqiLB++ulpBa9ycqdn6J6/NeWSAGFIGkrMJ4XozkAGFMAW3iRuLb2fmHeAAbcWABjnzfchKd7IHGW7QJHr30pFW+EEez/EsV07qp4wsT44wqYbRkQABUABTNsX/SUm5lz3Q6UUPmR+BmocLnOKqi1EJP4oW4Yu4CVIdJ1YpjD02aYfADhfd5z6xVbAkx9Y8o+wtI3DvI/Np0jlRkcgxyzlec8j0ISwXnP/x873FDKJl/Suh96GX7r5Fem7pQb/7E3fjmeXjwugKHiId938Dfg/H/xqbNQSfmaQ/AhQSMPnx1LkN9M9y3ec3wvGbofyczBnHM+x8/zzi8cn/Mv90Go4wW//8D/H644/nK7tDSf4qmf+PQBAs8U3vv/vY2HPCRjyMtFj648XVlEixIgml2SQOX2So+30fR94xdrymqbiknR0xtBKwEAmAQ9NkQpdK+DRazEk6EwYVI6bWbw/i6UUYkSmvEOcXnsC3ZWH0LogyWUPp2rzFCIFr5Vki5wwHoAmj3i2lcXP0UQ7y9Jn2aTrQ7XgV6DAIURyxZVMyndM0CMpn4fGxmnc1HewR5HhGRtO5TKJ82/kRTuz2BwKONhiDkUQKTqczQxoyUsDwmgaYV6ZqGCWue4NEXyzBOsGzfoeyI+yZhMBQw8iFRhWJBOgsj6REOq6KewFWIQ+8sG14qEMWuqGB/IOrFQ20QEALICTE3AXNCvWBs1ALw7NbTtl8r2Yl7m9q/K17Eeslgjr/QdhdTvpu9ctTq8+iiuHH8eE4tIe25Fqk5kkc872RCT+H+0CdFY4fIdyZwV4cwwX+wBcRmZQzPDNIosfi3rd8gBN3xWXxB8Ge/vA0T0B8QXDIoDJnK96Dq+XXiygjEH3wu1pn0Pb5M8WSSVQ29YyoBZNatPAHmxnuACOUuIaWKw//KHd7X4V0tnTHwN3XQUSEo2Yc2WUmF6Mmf8RRelrxWCN15wPwKKMgmNrDYGEkwyM0QRTRpFWIa0dWSq+JJoTR8eftvFjwX9kQgrQS7XdRj/2pSj4PDO/nTRiRtnKax2HiQzNR7sKbdEtwVs/w9AKkItamjmGN57ZVR6OCDgskvaPgVrrIY9V41fvizP9IiSnfF2u33a7kEG3lKNNG8LzV14HBQcf2UAiWGrxdz/3L00fBvCDj78Dbzx9Px7b5HCkc47R51FyHJ/ZfnzPFwLGzFuXaG7XTJueXT4pwrmXQIo9Pvveu/Elt36mvl4KaQE0fsCNzYt47uDJl1TfRejRs2fEEiUKfhVBL0R4N16rZAyOf/m9ePQbfvsr0pbXQMUF6e5xh7vHPawzGMdaIzCutmusXekEzdg3a7TK4sjuI6Yry88IERwWapAcC6CgIeDZfT36AXgmeNVO7mAAvVrAVd5UmeYkDJch5xVyXKt4GBTlM0LyuyzxidKb2NtRj4rf5D4Cw4caLDVgEBY4nTxN7EUy7X2VKVt+nI4LKwPWMenbIPb0QVsR7/ak4No9CSFKKv9lBkiBSUOxrXm4UL9XJucBKett96CGnBtDJP+icQIYZAcp27SiMVBi96BsH8y55CQjIGyGAUwoDdWt0291/9X8TDcNiPbEyTiOmWkEfPDIZl8pYO8A5B3U5hTcLIL/SUSlgWFmRtsdgcxSTJ8KppfYY7m5O9cSRC0EU/yM4EcSfEKYReof5hh+3keEIaB9bBaUtDIlrfbEQX7SFpr0K74/FKOupYI99OGLUOsTsLdAs6icr+f8QbL6ffpObiORTjJo5gAUR12d2kwguGHqF0EkuTCyeUJ04CcoU2RhLjYbH8d+BKLahx66ULtfDTQcHuHpv/3/xel756V1Y4muXAxMmSP49XYOKmo2wAw3BIfbC0x50hBQdjLlyHiNtsmXxHSXz7stQGAHbbG+S+XOm+hEMMYpulPlbB1NqkI/tzkfX5oobC0hQSCpYMLEyM7KIQ9A1ScfABujeg/mws2KJiI4mSuRCs9qHWgkTojyi9jviRAvvNuU18JLsdiRweAQWUrW2XV7Fzz2/WSP33Pr+/CvH/6m0b7H+LKjn8WeP4MH5YiPYYzIiP9QuV1tT0g3v4h2YNmXRB6Ed17/Tfjg/mdLHexfErBgIlzr7k7Zl5l6j9rr913PZehw8QCIfdIYBou+rRrs5eteuZC6r4GKC9CLhxt89HlhbFsaoGi/yi91c3WCpR7gmdB5sc++1p5gTwdJJgGHwwHiCiQw2pCb4kBHG/JSm0EY0KJFn140Ygftezio7DsAAJRzQ3d6D9HpOj4X/zooWNbJ7rWU/yf+i4LzNUf77ryZeaZksjV+HS0TiLNJV+hObB6Io6N2ieQZ1hNazdX1ld6AlUKHEPaVgLW5ipU9KjaiILbhHLbUKwPlRUTIIInuxOK34HWTJOwMiDQ8mDgp22cTp73rSGCJKJQTAWSQ4kLlEWYIIGCGM6tgOpXfYmeWEqYVDD108pRu4Ntl6gu3UUqkUrvAHtwo5C221m5AN9J+3UANtQ+CNEmHzOAFgxsyMXO7kKhHJ0cSRnW1lxhwGvrclusPJs2F6s7Atodf7qM9u4N+74HUfuV6rI6ew0JpHD74GZKsMdDB0cdhhs30sIhr0Bi5Huc1+gAorjUiWsk4u6GA5fG9YAlf2y6AzTrPcehzosVCMoAzA7YAf3Hc7ZB/B3Lf+zVocwpe7gPew7zwMaj1SX7cWmC1J+V4D5yeiM+I1jXgXp8FBmSAapvEgHmbk+uNtRCSVd0Am3wIVwCmYFRUY+D7QqRNgFmJtk3FbJuR1yGW7N7X9rC5c5oHFCh8KYpZY49rb3sbPh3IbTb4ud/3rTj70NMiEDAj/xENUHSxifbbBJj9YLqjvdh1l9gxOMLGZHhipkLQQYobMylXuDVkeQYKZjxsKz5OFBfl19vkuRmEt1EJKBCY/dK3IIer3cLE7uD6xqFbY9ur8fUANUiggWjqvwOg9im5HyIxU2NAxs0FoKAkDHAUdXO/5XkH8MhSkocisg4FQFGkNWHPE62SXB8peNMWKSAknsnjZxLfG0L+lvfsilwlEQJHwCac66QEWHjH+Ip7/xnvvvZleHb5JAgSFvzrX/x+fMXxz6CnFv/h4W9MDPjruo/g61/8FzAk3vRp/w1rmZlAyVJDzksKUbdmRqQeV7lb2qBpm4/1qJO7fy4B7n986Pfgp26+vUCFBWNzWWLGzc3zeOtzP7ozGhgA/KfX/16sm/3L13Ef9N5rX4Cvevrf5nQyO8AOaY0H3/6bX7G2vAYqLkDP3s52cVoxbq5OsLENCMCe6dAaWVlX2g0W3oK8x77Ju41RHtebU/TegIjRkK18FpJqtljjFi08azToBAKQhlWLILGmirkCgEEtAgMcSaWNWzZW8YmwacprTYMHZXABwLMGAhTwoOCkLc84Fo2C+G9IWYV1+aQvKm7AIDTKBq1MYNpIJNBGWSzUAJPMwDLz1Js9ONVgr78L43uAxbiKimhOIBImPgALr1sZt5htsCTmxDS6ZgnyDq6RpGdJAg8BPq7oCweAlPpJUhYrBcUOdnEFyg2yEWsjDLa3QLuEDaFOYYJJ0nhDqxYBYQrdRkQEVWpGAgJMpargpO+9MMxR8g6IadRyDyjjwROB24Xcv1xlRjcWH5LitcMZ9ImFIw3lLczmBASG8owbL/wa+tU1MCk0/anMVennEH0QtvU9fVfT61rWIweGxxsDdXYsZm9Rcr/aA6wFeZf9K4LGIzktNyFSVpTaR21I30vODW1ClCmVxqs5egF+cwJ2DroAFKlP6zOkxIaKAOtFKxD6HX0biBRct5ZcE6FtbK2EuTWSmJC0FuZkCHNmPZRWycxpazQnrYGWUhl60dSZxUtTLAC2GzKgCJTyAaQ49nmPuv1D/wlv+s6/OFv3q4lu/+hP4uzXPpi+q4bAkYE1SInIAICXYjoQnbWJCMQKqvHCSEXGL4R9Le30xyEyJWdBId31AGkGGTWd0xEzrTSJ46nPe2sKMzuRnGNyrb4BNSNUaEiSLTtCKFueOl3HcLapDgNhB+NYlJIsml+vfuB0rw9rbWzGJzlWwm+XBRdUbCFVxUjbasW0jyiZ83hkEzQvbfY9p7m+aLuqKKIBTNaKwDCvssXVpCDarhgUjiB+Uedw3tFPpVxLyTwrHH8LP+DbP/pd+OUrX4J1ewVPbT6MpzZPg5nxG+/8GJ5YfxTPrF6PA3+MLzh5lwRSUYBfEij6q8Q5LrPjIjY0g8e6cZTGFQSc6it4+spn4i2HP39xPn/XGi/W3UANfvqB3xoHJTx7n4AitH2gBj/2uq/HF7/ws3jk7JnMExRMGRPwxtMPYPHxDj/+ut91f3Vdgr7whf8yEdxuI3YOz/3AD+KNf+rbXpG2vAYqLkDe1xOlFbDXDNAh43OcSCJgoS0a3WMMpbXyWKlSLMI4z2HIk4aHgYaDB6E3SzSuS4KrkmL841gqo97QFQEGHpYj04rUZu8jfBiXS8E/Yix+omCiNH0xS4Q8sqAAQZzcxQS0DG0iie904fQ+JkcSNle5TT45x4aVREFS7hGNtFgxlB+ZJaWGyebudZu0P+MeSUnhM2MyEhURiRlTVVfgOILJ09yocao5SPBD0r5tsCJKdjSPyoqnVxwX0uHm8axC/BVGp2JizsehZEct1baDdrbWhASgt1zfnaLkkQT+fogBcLNIdfp2D+rkXn2TUhJq1wapl1KIIk+O7WDeEkY2jJsdZGxKfhyA7tcp0tSEnE1rMjpTpnwhYY5YqbTu2Llai+J9kBwLyJCM2bldRDnj7q4tQ8xKNFRjktnT+JxJ556bckTS9vmy/ebXx+HwlSZ3OpdPJDjujmy5o5Pj2OdC3hNgnPTuXCrHNjC4Y1OmraCRqDBVkvod/FRSGk2Jtq2TuetbgMg2vqsMIRrDgE40FOdQHRNifl2nvB7nxN2/eKWj8Z4JIDKhUeyKqFXwEdDNAKeJeRpnk7Z0YebsLMc1XdNUayUuYbUzp7GQ6/lSwxZfcvTOWc3H69cfwuvXHwo+KSUvQUCQkYGBnlo4UlhgDUcaZ/oA+/Y42fdP2gVg3ezBQ2HPnWJoFvjY1TfjLUfvwraFy5AQt63vsfAdzvQelCbsufp9HshgbfZxgBNoeAzUTE2dLggoFDscuGOc6gO44gU/XNzELz/0Ffjse+8WvmaCvKWPn3Xvl/Ho6cd+XUBF47vzbwpEOkcXfCXoNVBxAbq23+DOcQYESYPMCg0NybGaWcyM6hcjMDjhcygBSmI0VQx7bdYtXxRcYogYBn1kBmOCMC9mUSJV17CIISAYinO7YnvLtjAH/4woVuIYRnXUFi9gpeQRSzPxSJ4JLoaqZcmSrYv32SgHH3JOiJkpo1UdWlXERGQOpkdyiShX0jgxLzL9aXLE9qThzaJo1Ch0azEbxZGMzeoGnFmCvUffiC+Adj2Wm3tBkyJlH60eAeBhgsHosjuC5sIMhwjkxb+j9N1nCKDol9cRxH9gpbFY34H2Q3V2dIursM0+yDv4mHnaDdhb34b2rmp//LzeuykJtYsIV9l0h1KISFJq9nnaJmYjJdGhTDN6hkTCn1RZhW5qcyaaDNOImRCQ56NaLL6ao/ipdNZMkDgkHyQAQ7uH7uojyd+EnJVQuGfH0JvjWmsXzTiW++DVgdTvnPhkkLSB19JeACH3hpKoUn0nJlTW1lGmChVeVUc0SQpAwh0dicYDCNog0Sx6ayXz5TaOPTAcucxi1LUGcLGwOBKW0oXEd/UcuU60Ru21KwABZtWi2V9gOOsSs7Ur2srVL//yC7XhU52uv/XLoBYt/Nx8sDDHKUPzDDNLage/HtdDZA633UhSDoFSSM1URpG4jhS2SqQTYBwX3RBUNLuy2RwnMbo0aueW9iWNxQ4GjBqaCH0jA3rRkLDseacJSdmeCxMjJbsrAaF3XI83MdRi/O6Fz2PxGhGGUwsfktTxwOKEvq+z6VgAR76b7q2+YeiFAnmq/FjGoW/j51TvGETwdE1U4WvTlsvp/ql/xihS02iKdRu0+J2vLIaq8dAE0yr88JWvxY9c/+240b+I3/r8f8C/ed0fwKBaLNwZfv9H/gHefPie6vwZqMH3v+Fb8d7rXwwAuNbdxmH7AB7aPJd8NUTMKOI3DY+7zQ38kzf/33Fr9TjAjOv9bdxbSPbpzzz6Ffz+j/0DLHyH/3rjbfg/Hv8mOGWwZ4/xB575+3j95kN4fP1RPLd8IkUizANXq6uIPRQ7ONXgzafvxR94/h9i5dcYqMG/fOj/indf/XIs3Rm+5bm/jzetPwBn/blL92A4xM3187izfHBkSRLbMHqB7pM+eP3z8RXP/cSF7mXrcPNrftNLrnMbvTQ3+P8/oScfOcC1gyy9JZItR5GHVr5aEwauAgWAJHDL+oMMKOTsqd/aUkqvtiD9skImBasXYKgAKDJ5qAwooIWBS/VJH4IhkZRVaCsYQOfELvxsMCksLLPk1oj+nI6B3kmrHdfLyXGsP/dJNmxhGBsa0FB8LSuVg2hTI2PFHlc2t6DZQvfrSkJO7KBcHxg/B+LguB3vIZJ8HXG8IEy8M8GpXqmU38OpBpvFtfT5cPkIGBCQETafTXsAp5o0Rla1Mv6k0vU4L0MAK9HHA2BsljfgVJva0jf7sEaiS/nC8JaVwdnqQXgQTvceLDZEwnp5A063WF99BP3yWmqLMzGnRHA4D5mg/eoKfDC7YmXgYmQrAG6xl5737RKstUjVTRk5CvBJe8Ggbi0JAJlB3SYz6HYAdWeAs6Ay3wR7YHMWzNXKIAUj58U4VgiRpgB4bdBde7RY8wTWMs7D9Yfhi/a7vWtw+9elH3tX8jNKAcZkcLTaF62BaeoNvWkFTNhBtBIlgBrE9wZd4eQOyHXv4Y6PE6CIz3Anv6GPUeAItCgiszGLKUNgKHwI9euHAb7vhVnQkk+CUTMFiQoGQ6+WwjA7XwEKZoZqDNh5rF+8FzI+Ex77ijfDrGSex0xglMpyEDS4zcUlYZ/KtHrydfjCv/c/oXnghlwoJbBjp+ogaymJ1DQ0Z/qNCgfkHXyCLO0tNwSzElL1LRONhg51meK+QtNCFEK4Rm2Iz2XzUAhc/PkZeKcdAIqAQUWb5j9vo5Rj49wbL9O4+jkO4VezSV/9u+/r0H/u1Mu9wYE7tnM4KQAFs2gyPWqnfQ+4MzfVVEBAiB98CiNbMv0pV8MkSg9yuF3O/UiharmeOx5nZY/tj/4znMPdVtrL0k3LxDVM0AuxuSJTvxcUFMC/tPfF+E83fieYFO4sHsb3P/mHMZCcE51a4nvf8Mdw1FxDTy1eWDwKAPihJ74B77v2hamsw8VNgAgvrB7D973xj2Kt5Sw8am7gf/vMP40Tc4B/+qY/jheWj4TKKQEKAPjAlc/Fv3/sHfjY6vX4N098swSpAXCm9/G/P/kd2KgV3vHs/46Fm2qZ33b4E/jqOz8IHZD3G9YfxB989rtxxR7iDz333Vh4ecbwgP/21j/GI90n8N/c+id4w1rMJ9WCEiiVtk2qgALwze//O3j47Fkpy/V4+OzjcnZ6h0dOnxEB6UvQ4gPArz3wBfjBN/y+KgzwLvLdNmeil07ELzWUxKc4HR0d4dq1azg8PMTVq1dfUlmeGR/++F2cbQYx1SZXhH/NpMQSH0AhGUY4qDGVEJVagSgPje+5woAss50nZsDCFFqKos2h9hjC1gbfCGZg8LoCFZHWViPizcECnLQp5VKJjuVB85A+12SUC79FzUUAVuSxr9cimageY6xwkvpv+lNcObuVjYPcMK2Fc3Sg6LuBkFugHH+nDDbLG5PQqR4hD0W4f0Cbd1p2aCbiRIlspBDs8tlDxyhB3gtwo2nwUJkLVUvvx2thdK2KqDJnxsQM8hba59AbHsgO08ypvxYqXSc/oHW9lM0e7eYIiq2E6R02oKErbEVD/XYQ+RGzRKqydtJHBiSiFJDMfZImQZtRf2nSf6803P51ARjMGJq9CcCR9juY/rTWShEB3sF0J2EeRmSLyE99L8Coanw4lIcSHLjEoHMAF/UjDHgPf3J6qYPBnUnkrszwxANfTKDmGClvCzCtFZrrVysJJwD4YYA7mZoqMTPs2QYuOnMX0t/bH3wB69tTdXgp0aSmwW/4mZ++cP+Al3fvfbnLY2Yc/eIv4+f/2z+YvitDk7151/O+54n/QxqzbUshail21aMkXOjcPaXPB5Cl1t572LO6MTEykQ9Jz9jzrBQdANSiCPu6o/6t4T7V2MQntwEI2gtfj9eFtBSYAt5XgkqgVeU48FwnPoz3y6E7T4W2qyTSBL0MjPp4DEtAqEULdJm1OG7LNuBbt6dohwa0nsqYd2lS/tWN34d3HrxtqgEoSPlBcmYRQftBzIh29YsZDQ8YguCN/ABW58RLZrHK8Grajl11fssnvhufe/bLYBAcaTQBXFgomBmBroOCmomh6b2EIJY17gGbx8g7n4IBDNTAsGhIHTTgOFirEP7jG96Bn3v0q+DVSzMeWgyn+O//63+3E4iT0Xjjn/12fOZf/NOXKvui++9r5k+XIEWExojEWUWnu9E9UXWniu/xvryua5BQSXvK+niAYXkpxcY+muXkl6S0lsiaBmFaYyK8eDUCC8+AY13IjDPJvpFNoxzHwilAHek7jZnD8Oy2/UKRh1ExLKgPGoro7p0rb9AlDY3yA4zPu2U1lmWDGcIABwZbeYYPeQcoqDiFoVUZ3cXxQ57DNJcXCTcXQVTgIFLW7KCJKTVOUgclJ2N5dGbs575T0tckbQcxB6dxAkG8Bp0WMyyvM5jwMZkbc9CkiFiT2IGU5C8nP4BIY2j3hUnXBOUd9NBN2pj8QYhyuEWu+wltAKVC+FKFaG5BXK/5/FA9F4jaFQgIkSq2e1U6UmDTgJihAkiSSGAjScyY4S+Y6uqeAhzCSYSxBDb8PEOGaIpyAd6HmeE3HVzXpe8cwAITSaI770FaBUlj0FYogrfBKV1R5RMR30U3WPjNFgmUIuil+Pv4vgYtc5LqStDBgD44OL9zryIiIiweCWFyaZ4hLmk2XGqI+vTyNy7WOcXgUfObmBZxiJuVjkshsaywixgq5pvS/nnR+ktNzA7ZSH4ktZOrtlyUYU7tKbePlxljpARpYyl+1PCM3m0egaPZ9u6sD0GIsAVg3o/9yGgtVk7U25pZglPQZF6ijxVBBKpyHxDN4lZ+6p80Jl8AgnFerS2NwkBZiHQuoAjPbAM2sc43nP4a3nz2fqzVCs8sX483rd+Pa/YuOJhcqSJs1xygADDrI+J9AHQM8V+JRwbJGinNzJqQ3ZEBaM5mzQqMPXta+HoCxB5f8PzP4qA7wk+//necPwYAwIyl28w4zYe2hrxEREBz/aULebbRa6DiknT9yhLHJ/FlCjtdfPMSk5yZ5Vq2H3es0u9itDOzGIA0vkMTQ8pGqXggzVZePFJBguBB0fci7Ghi7qRSrYhmJUzo3FTyG6u3XoGZMDgVzJk48FRxkRI8U4rSFNduDKZTn22ySRttsdBi563g0er4conYjuFAzNjDSZG1GzDeQcHB6RbGBfMT0iCu/QxihmwassmKXh9LnokYftdpsF4E2//amdoGcxoCMMDkwzQwwg4EncYxQzdmMeQqJfriF0Ahv4VYhvqQ40IK3h2joeoX4hkXHY6lPTIVAciQArGVFuoCaCpKpTgdvErj4UkE8gMcKWglYWytWcKaJRp7BkUaujtDzLAdx5hD4dnvIXMWDApRkwKlxHWBCU45Euo3Ihqpx+XlFythvGM0Lga0l2hTXEmipM1chFd2ZgHTn4KbPSg7FCsfeXePACHMV/oco2RFChoc8ceYebacRe9D3ghbz9xokhnAcHQMv86mROx9ig4lpk/ZbC8d8IPLUZm0AoU9w51tYPbDePUD7HGhbSif1yJYoFZhsWgxnG5gzzaiCTrtsbk3wxxE0EwC2B/8bW+f3vMqp+Vjj+LKWz4Xp+99704lU2Y65ftkGaf74ocdlV6QIZ7g6Mh8xiVInGUa0iqQzn4xsc2VlJ0ARLOpCPKJEgNa3lcoOKs2AAimTfKAUueDhCR/GDk9X5SULn2NpMRtOSOkZZTrTPeMUYl8JkKIgIU6uVyhRRGtA8Pb0PBd2pUdgEIAXW4BEOrUDFXa9hd798WI0npIBQdjCdZb5kbXj0dKoa5LEFjcGjAtvAK+8uSn8c6D34BTVeQn+lQkljP4N97+TzCwYZjC/Jcpxy5J3jO4y6NTaSkZOxNljl0av/T5/4z/+uhX4cwcgNjjHe/5bnzW7XfDk8bGrPDzT/wW1Gt42kcQ4as//APwgweZMlxYADhBG0dK4dFvuCBQuQ96zafiknR8skZ85dP0Uvkt2oVTpSiLS08Hd+roV6G4h4Iwz4Y7aAxQbNGgD6VlhFzWYjiU4XsYtgFAiCkTJ61CfopD1KfBNaPr0jbHhN5pDF7B+ewfwTGZ3agFzou/hIv2mkDKoxUEMcEJnIMjdkDI2qbPCZBAoUGfVIuxNmsWYEio2KFZBSY6SuxJtBDOCmMfIvBUM+FdyrqtvINyA/pmDwM18KQx0AIn+hoGWsLCYIMFLJqQ00PBQTQ9A1p0aIMGQmaTQBnolRKGsmMUomTlWJMAZXgY10heL0rACBQcxDQtAYrxoAWJPgApv9zUVTBpo6AdqeoPQI40NPtJuVYvQGC41QG4WYBNK1nDm2UOxTpO8EaUQUTZxnJsgpO1PB+jJSEBcgJyBLOgURHGODzODgwFTwZWLeBUC2/aAExznc4sAK0xrK6JAz8ogE4ROTLlKEyV4bqbsWWYi4KVJJkRUARwFUFTvRXUjw62AhTSBFWNF+n6e3o2JjUqTBTs2Rr90Ql818OejIABh6ALWgQPpb1/s78EGYOjj9/DC+99bpbRLfc4IsLdn7yYE+CribpbL+D0ve8FMF22JbFHzm3ADO94whTEMnad+3ITLiSlr3wqEnNQtKnEt/E2nZ2AJf8DMhCIa6BsbHoNIvgERFYl791kWUSpPerxOq8/oUUFSNqCynaVEfYConFZQmUY2Gi2JCF3OajmgZCdtfrsey8O7aVvArM4C6a6i7+7AIWCjOF4PDRA7fas4uKeVo/HpRQ5JVaqCp65Fp8pZCNUBIq4SJQ5D8KL+kG8f/W5eGh4/lMbUAAAET6692a85+oXFWblHEyxXwJNzPLqdUl627jkdy/SwXCMb3/X/xu/4RM/jK/58A/gs2+/W3g/dvidH/in+Lr3/WPsd0dbm/LoyUfxB37x/4MvuPVOwRBdWNdO/pa+Q763eO7f/PClunoZek1TcUka7AWMQAHEVZONezh9C27N+TYWUDGFIOPSys8+ORjJOXaREy2WXDPBzMDgg609CWDYXjtSDzxLrTv9/FiNzLvGPhTyRW3ZxaLJj1cNSDlov0mMOw0DspnRLtl/2DS9Dc7LwrSvaU9Mycq7GSnBHY8CyBKAFi6YOBHAVNQ/R1SpNPNllVcD1SUwUEeJSJqB8vnpfMS1xeWl+kPdyVBbPRXBdCvo5bldVe1S7KH6LWFVt3FlpQ2Fs9XbMOYMFHugO4NdTBMGEcTfIo6N1Qu0bj0yzyjaoDWc2gd5C/KhrnSvyr4SlUBgVFZs/xxVl2mGw5te4xnzKY7jcxnRbUG+68Vkau555pyhfETKaBx/4vDC9dg7d++rfZ/KNNy+fan7J0BiDoypsCfu8AM4T7JfOXwDYXmev7eLaRxLDg0HCYdLSpyJCwy/jWLUn+0Nv3/+sQQpablf9CidK2uOgZ6TCrvRPcVncVK/ZL27ft/CRKpmJhfJJ5lSosItApBdpMA41tfwAw/8/leiaa8IEXucGDH5GcHzyZWL0gW2/G1Pzt57xR7jaz7yAxOwQmB86XP/GU9f/yz86iNfOVvilzz7n/GGw/fVtWzZg0hrdM+9cJGG3he9BiouSatFi7N1tlsu9wrPQOdFoq3g0aoemkpxAcFyI5oJCnoMZihvcdDfgScNPayhvcPJ/kMAaHYXl/1Tw5OBC5L0bdkPEkNNwFG3QmcNrAc6K1O/NBZ7rZh9bHrC3dMGjoEHDrJ5U5aiBKDEQG+B3mosmoz4FQGNjqBBrq2aDo7lxVAktvLS6rzgFRw8iUZEohdk9nhYPAAVsoljcRXEHsv1XSyGU3hScM0e7PIKGATTHWNxdAtl2NzNtUdA3oPcACiDg9MXsFlchW1Wkv+Ds5Q/Cc8x8vWIV2MypqqF8/vyiJ2cuSP/UjLaUTPSoq/umX2aGYpdBh3BHMuD4HWbn/YOhofUK6caKG9n1gwA0uiafey5wja/0CpE6FK2WabbQxw9RmVG8ygiIJqdEQWth6v6xYD4UbADU6El4BhmWIG8xfLsNozt0O3dEK1GqKNZH6LZHIs02bRwzULAEfscMcx70PoMcIM81y6zZod9XgsxvGw0u5jktZD3grtuqrkJv4kqL3AtSkGZ6XZLEVQqAXOkxV9iLo8EaUrApJQ4RwdBdj7NFSkFag3G4THju6wU8NiXPoW7H34BRMDmaFMdQsooiR4EGZblmz9r0p5XO62eegp6bw/ubGr+lRLBnWc7rzHLHKdEZmFZlbKPOQaTFkEwRIE5LevdwvcoLVxuJeX2YrqSIiv5kNk4+udvYXzUcj6kaX0TMKtpKbFIshTc7rC+zUF7Eta4cP4W36PAKI033/s1YRk9syukbGr3Dtrqd8PAzvC8cUwpJFoMt0Vt1a5Qz1Vf5nx8QibxybzFOpLw5HywG4kBPH72NP7S+78Tzyxfj4e653CveQB///V/ptj/759Zvwx9ye2fwVc/+39g4db4wNXPw7978g9gY/byIifC0p3hG575Xnzu0btlLFTYS0cguQSZZSLLSElQQDOR4lCsn/Due8ez+0MyL8PM81uWmAfw/MGT0x/Y48s/9qP4/I//LBR5oAl7x8jsUS+V7CsMuI3D9a/4wmlZLxO9Zv50SWoaU817acWx8UuEDAzwUNj4ZRYSCjcFEMGTCVGXAGKHveGe7I3eAkqD4LHa3EW1worTjaHglYELJjxAVG0LU0EkvgtcJPc5HVp0rkHvFDbWIJrcrK3Bcd/COsKLxy2sJzArHK0LG09CyC8h1A3AWU9QSgSh0bTKMzC4fN9+06c8FQyKli4p4pP8kzebScNRk8YI0fiCxAlr0KtguqKx3n8Ig1nCLfYx7F0XW3ulYJdXsbn6SGw1hoMHEJc4awkfSvBYdfegXY+GO2jOdvQx1wdCW0uJvgnmWa4KTzuVeYy/pzCgM/c5UlUZDHFSY9KwMIkB354uL6cgJOYE1DQEqILF36PhPt8HhvF9jlw1/gfANSt0TXbMZSJQvwaI4A6u1ztx0kLUYfFiC+PzshMr+VeZHxW90gZ+sSdma67OzUBW+rN3cgvGbkAQEBEjOJnNMdr1oYQUBkPZDmYj2a8joCBm0NkxECOIMUuIWO/E/ClGeRoGyZIdbenB2TyKMvNVA4rxCYMEKGKEqLE2h5nhvU9rhEIWczGBqotLNvXjmsJLlUBMvLwtezkAv5Fwtae3DqFCSNt2v81mEJqgW50k5koT9p58YlLOq53UooW5fm3+x/MABTIjOCeaI6JgRkST8LDeccW0UgMopUISvqClKF+NOY1IlSydijUUKwlLg4JJVDSDUlNmSC0VVADWuwDFbESowryq/H5eBCzUytgpoEh9SJKeFCJ1splGy8VLcjNpboCJydPcveeuh3GSxAiKdpQLknEFJERpfM+jFmGyFnbRtvbNgd4IdkqzL18k7iTU+0mJRB2jGXqs/BqfcfZeXHP38IbNh/D1z/+LnP+I6+dfCfrse+/GN3z0e3B1uIel7/B5934R73j6H6J1HX73R79XcksB+KaP/H183tEvZkGmRw4xnPi3Wms1Ts7oyzmM4zZ5VcI7GAGiCZnPJ+kxtoOHOWJI6Pp1OJMXQxaCvOnOe/BbP/iv0KJPEb+UVlX0L7PSeV8hwOwb7L3h8Ys34JL0mqbiknR42iVAEImTD0K5yuTz2q2wr88mZzszsLRHaOw6l0aUTovG9TCnt+BViGDEkqTtbPGAMNFEOXFeKFwTg+FwNKzQOfFHUPDovRaJPIDBT9vZW43TFBBGfhuswp3jwGR60cIYFXklhlLirF2jfQEWhgbsL/oihL6Ilog8DNmJ+ZPINCSBXCmBRfmZWSTVJKflenUTTYg9XT7jllfQhQzWcecczwoDWHb3wLrFPjs4atCbfbAScONB0HBgECxaJJMtziZqjGyylaTvcWJTc7LhksRpEtOruJfFyBiUyslGbI4aODbQGFIuAuWHIgJFSG6YauNKNqTZJT+EMpdBYqYxsycW/eiXVzG0+yB28MqA9hmLzT00dg3bPCJMNhFACjR0AmJKzVpkvm2P0v8jEwc/C+m9XawA3Uh5ALQbJGxtGhlgub6dcoqkPp68CFZaMl6X3UAAE0OX++ldyJVRNoMlJ8Vmg7SYrZ2UBQBsc8I0nxyKYnezLTKPn49gbZMDCUQQQKN74mfVyNbMMSv3HKCI3eqHWRMnv+nh+0HyUiiK0gH5bXCw62Isjcbi2gJsfX2ABjr8Py8XTvbVQGcffhrdJ56d/e2iZjFJaDCTubi8R+IkFHsDhNkoQ8SWNvdEBFYcsLi8I2r8+8QOX67plmCHem2pFql9KtjxBCvHXP/c4iJItvC5KEU0XbfnjUVqZwmqCPAzLk0AxN8AQfOisN1kalt413NI3gsGDwjcWw34UjuYhfmPWock6o83SFlMZb+K8bIMNBK6Nz6vGsqhZHl+LIEw/zHa5Lb+n8ekWlT9Yg/o2J/ifWfHYkKX1n/er2I0qLKuckW87d5P4i3Hv4APLD4b3//Ut57ToJdOn3/vF1LCPEAEqZ95/Kv4Y+/563hweBGfd/gu3G1u4nX249OHnfRVzu4k7aw1Nw6zawEI+8OMa2EFLBDWSpw/u9ssMr0XI40TAWh9j2/9ub8B7Rz2+yO8uP8YjB/wwNnzctY1db3KKLAO57yu1xUphVs/+KO48vmfs7UtL4VeAxWXpPHRnh2S58UJlvVUERikqY4MzGgFkRuEGQpgQgdppwtSeoIHc8GkjQonCk7UoT2ONXyRlE6Y1vohZsKMtQWsD/wVCV9qfX2obHndoIgx55M2LwO7GGRnohQGVyEwtJUeHEHk5eGbhUilmadMZCDtLeAtnGrQ+FMob9G1B2CdwwErdiDuwCRu9SpwGh4UwEG5GkI7RgevRSMaJACWWsFH8PAwicGP2g9iybDuQ0haRQhAKo6BgucIJjKgSTUWmpXM4HtMRCXbxhhSH5P4N7DS8GhCWxhDs0JjRWORnJidS+F8hSEPiQibkOuj74Dlnkjqwz2sjYT4BYTRJwJUDPmbwVnlS8I+heEbg0TygojFdSL01VnJteGsLF7ngGGoIznF5RPzRAA5ktccldL/2XU1Wo/l2Ia1KdnOz1/zOXTn/FtzHkk3WJiZEgnnCmbrJKPgvZt0g/Sn31FBzQXCVV6AznNsndwTGZgRoz42P4mSxeinkRiV8yTAW+Y2bWxxe9hdSmrrnHYj9eM+KDlVX+S+ckt7CVSWVe4h8s6jEgbNURVKd9zx4rVPUv74U0hel2J6qJDyUyEllUtgcq4JoeySSX1ZiPM6moDFap9AvW4nMhnOWjEFHOAEj5x+7OVpY0FX+7t46vSD6NQSn1g9hafOPoSD4V4NlMIc3+xeABRh5dZYuWcAU/evSjwY5/N+1vIukDsiohpw7r4vNi4TM+PG2Yvp+yMnz9QPzhQ9Xov5Vp41xX256NPvpHiF6ea1PRyfib05M9B7A3HozUxQEKyDAWxcA4MlDppNeIbRkDisDmYPg17iYHNHokJ1JzC2y1q58sBRGs4s0bCFZ4eellCwsNBh05E6rddgGMQQfBQ2BQ7FafLwrCsNg/P1gUVE6HtGV1igKAW0Te6fJkmM1yzKHSf4VyjRWGRgESQJ5OGZJMdHYfMoNvQCrhgz+xgTHEyW2LPFvj2EUxra28QMKh8ylysTTFyCuEF0DWEsBAqY/hTEvkpIuzy7jeOrT8A1KyjbwxQ7hiOdEtMQFCyZAEj66SEV/joYdHofPkbQovouYidgNEXaQpGMUHJ2aIU0VqwM2BMUb6S+qMEJACpGz+JcQ5rTamHOtJUBONWmzOGOJcGf0y3AYjKFZg/DsIaxEgENdoA5OwrjzOD1WVJ/M0jyRxzfA9/UUFHC3yzh9q4Wiy8AxGgWVR7ucZE6i2QEprT4SDCnd4S8l7wkugFLjEvowztQwyb3c+gzsJkA0bzWRCKqUKLssWlRXENctDcfVFyDjihRdqLlMntL+G6AH+z5zOHMnF2UktSMACiRTqV2eoZuNNorS/THm+IZWaPKSPbfkm78lt966TZ8qtPq9U/h+tu+Evf+y3+dgEQKwcrOo4skcJsz7VEtQY2Ynan0aXqdx+ttQsEsdaHgNkUHiuRqyd/iIstK5SU9qmbCjJbMWjl+8UxJv4/qns2TcsHEeBehufHn6rfzQeFOiqDLcxWdDQBIi7M8O06RudSC6kSDpd9IMBtj5mSyUoOSMK5RQBOFB+OlNAKo0zbL0Rg1aCWAnS0jTW2el3ECSAYAxXiwew5PHf0aPnblzSGi346AGBegNx6/D9/8wf815XlwUEljP5m2OH5hTKL/AoXP6f0p14NmkKew1i/mV0I6aAM8w3cz63ckaEjft8ud8n3jubxAQIG4vmL7JR7NfD+ICI/83tdCyn7K0JX9BV7/2HXsrxpo0yBHCJL8DYwYrY7Qh/CtFgZrt4BlceCuFxXhbHENZHsYW4ebLJkJ7XoYuw5PMIwf4JB9M2TNEohEfbuxGs4TvAeOOo3OEqwDNlbBBkGkZ8C6HBWzNeIjYV0NKIAQxt/VEUXbJvCC0gJEC4t6j2NoOCxUD0UeC6xhfAfxB/DQ3EOHUya87tK2wCI7BEBRtgUaG7XCoJfozAqeYhaJuPP5pFWIbSNwiPhjoQOgyL+HmWCPg+NnxR5/dKJpdsUzXkyLSGNQ4pjvoWDDfDgoDLTARu2nealPZUr9GO8gZT6SgRdwvnieGY2fib5EM1GoAjig0K9wUlW3CPAJbSGTNC9pnFU2r7NKggFsVg+gb6/Ak4LuTpHGvO+yPW0onfoNSGdAwQDswfW6nUrLP6DkQvJn72f7Vl5hUsF0Khzap0eSsyTeziyalTGgGFHNqBUM2BhURNKqDuY/k88iAopoEkVEUIsm+ZeQDoECiOrPjYFqGxm/RVv7opQ0SSYwIqrXnkis5fveAwfiOzE+fMbMrSKc/Oov7a7nVUhEhLf87e/CE9/yTTj4/M+FWi5Tv7dK5wtKzPl5NLN03NpPgQFtAQuEeu559Le8NfKqLUEtI6iMhRSUj636GhXXQ3jU0qwjtyd8LENoUmm+WvzGyIz7GFDMMFEAXjZAAeB8R+etoT8vSNF8aI6JiwKL4NgbtRNycWrSFv1vKv+M0hRGUXCYD/lFCt8ABpJfBLALeCIDg2I+xvtA7dgd85sUXbOYai6cnLXf/P7/BV9+6yfx6OlHJUrlfQhGQifwjqf/QYp0CdRn5ITiuo6h7kNoYbZIvgwTgBm/hyR2ExpZjFeZyIlAbfwcmxzqKectag3OAxRApcke+3psfxjZjG0EDqGROX0CGA6H73zXBQq9P3pNU3EfdHV/gav7C3zs1hrrvstS9YDGB5ezVcsVwsAtBtfiqj4c8ZcEDwNdOaaOmVAhFQxPhVHkwGzXplf5MYXBR/5GobNAhyiAJfiZjVYpoFXAyXr6G1CbmnsPHKyCkKZaRRQybqeeYN9ksNQENrYpjGA5tDdSDwOflmbOXl5UgUGvoPwaihR61aAdTsWkKYzN6HYADHI9VHTSnSGCjPGqO8SwuDK9oTgAk/kRaVit0xpwRPCsssaBcwu21xo+VUJpuW65xUL1M3dXDRsx3lSJF+N68SMG0wvXIEFixvKFwCCkkKcUtT2EfnEVrDTaoxdye8aSXkAWVBk1Senpup6s88z4U8xmPUcVNzP6beTknevYsqtHIJykgsVJuw1QINyvQlv6os5Sa+FcSm5XPqfbZnvfUjEM1UhT9KKVRHmjkNZpfradVjMLhojgmHH24hF0o6Ebjf60iDZWSC4j9c9+YmdbX62k9/fwGX/pO8He4yfe8mXVMCpNu6WEF+STtk5zCd7mfBbKOsbqgnPqljWmoDTD9Tz5DQAwZ/21BaNWrxBlJik5Fec7RTLMWcLO6+2NTW2ZSdz360GzZkVzUZQuUdZW4jEIm0rGiQjU7C5LfGyCH0gserROJ1qwmbbkZzGawyml0ippznSeol/Awnf4uo98Hxwp/LWv+J92F76DWt/hwJ7Mt2X8eTyXZTJDCLAoNXaz5ACmek7UFom/1AlZL00hhOpxMSAwKavWSl3q2aYI8oB6Dy/z0AAAGYPTD3748pVckF4DFfdBh6cDnrvToRvcZG+PWq70F0DnNBrloJX4OBhkZ2XPgIfBiwdvQDucgMjD6xbaW+yvX6xQeTS/WWOJU7oCeNFMJA1lFBo7DU0ejmNUqCq3MOrTTH4xMa+ZB8DnbEgI4e8ni1/KckzorEGrbeJvAXkBfQi3W9dejh3hzK3Q6gEbt4BjhavmND0v94XIVdgTEyHysKpBA0FDs7khkMHGWBAbSULUrrb8WjQACCkMNcrgswRO/isxupZ8HtdYQs5SKhGqCTpcQ2L241gc7ok5pUGM2dKzyVOprRidXkUt9XqN/jlTTqLENsQOy+FEspoTweoFlHcSztVbeV5LiNh8+AQmqF0Ik05hwXgPvTkRcyRS8KYB+UF63a6CNIzBpELmdJpPQhfqUOsTUHcGt38NaBZSp67vZ+fEGTtGcDKmPlgSBmDwMMB3G5AxIJPD1Y6pv3eYBsh3Pcz+Cn6w8JsNwIBqG+hFK2DMedhNJ+YRRonmIZit+WGAtw560aboTwDgBgvfS5QmpTWoMRMAxsxwfXje6CxNHE/k+BIzXDdgcW2Fzb2zSfjaiRMwERaPvXLRQj6Z5NZrPP23/g4Of+4XoBYLmb9AE0VCtkyMuRSnVEo1g4Iwm6yM7g33qSC9nk2opwmqUfLbBXxxpMBgNuPcfTE3Vf1l+M3xj7vAUiC38eIQywD3XvrT1swPAAxHclaQITnXosT+PHXRtiZwcCo+z2xkPMlJE4C8h7nQ+ciclba9IyawXCNyIfzRSBm1CZBcIryFwfUAq+1mOJX0mkIYWhC85RRyd9ZfIjLACCFRy3XJqBnaUVSvWTOxIMxIoW/DO6HaEDLVApo9vvl9fxsvLB/D604/jB968hvx8YM3JDPbcoO63t3G2z/xb9D6Df7Jm74DIEKvFjjVB1i50625rMpxmVCcjxzzQ2ocDa23oR8ht8v4t2imNtFCFIH6ksnezH472Qt2tf9+QG1gOqkNPjvFgT8Grmwt9t70+ktWcHF6zfzpknR4OuD9z5zi6Mxi0/PY1Dp9j+9qZPh6b+AZ2PhFwWxKdCEPjcGscLp8EKeLBzE0e+jaK7h35XXpXqcXsGaFDZY4pJuwaELY0XoK7/V7YGgoxTBKdotFk1foHOg2IUCQDmHmiAhmh+RCKWDRAr2dFtZqCZFpWWFjGzAT1n6Rfu+xnCkxl3Psr2DgFsfDPnovEZBO7GryhIeEmu1oX8ZCLYriFPxY9OIGEPvJeKV3jxTc4gqgTAHC6vriXHhoWGohzH20GVDpswR3zXOc+5f/cvFrJJkbAYotDVAIDu+sslaBwpwHrZiYftG0v6OdK2YjLwZJ/kXTI0y5BgaBmLHf3UXjNmLkxQ6tPQP5Aa7dE/8VELBYVaY4TCQRuLQJYELMx5rDF6A2p6Ixsh305gTKDgBL/vAYxEBJmlnRzvXzZoHq7Aj69B6U7aGP76S8F37/KrhZhFs9cHYCxMhNzMAwZBOBUbm+2wDeg/t+EsUpkj06Bnc9uOvhNxvwMGC4dwR3fAIeLNhauLM1XNeBmTGcnoGtA3sP31vY03Vg7LsQucnDbbrUL28d3HojzL5nASv9EEyX8hjbTQ/fW8Az3DCjwQBEuzHyD3FdD3iGWbbYf0j8W0rJpjKjY4EZV77oi2fH4tVMzIxf+dN/Hs/8o+/B8S/9cgUowh0Z6JchPgnZybocKoXggC33lOZE47j2eqWSNoE0SRjIsfmJkoR0RARt8u/bbKXlx1y/MvpyoGJcbGTyKbRfhqSicbz98jsPDH/m4Tcefu3BDvD91L/BnTphxizAG8luzXNmUqPPwlzX9ed1j4szZtFsJDDaSUunVAoJSkalLTN+FlMkAgxljU2xRiLIJw2oVmWgUoY03cIoV2BgzKWxjC0IKQxtzIcRwxhPC0Qyg9GtSv1UutA01darNXlM5o10/V7ETOxjB+bPOHwPfsPzP4KnTj6Mb/zQP8TBcJS7Fhbonj3BH33/38Tn3fsFfPbRr+B3PPMvEqj7/jd86+Tc3kqjPCfR7CyJz91c50KXZ/pY9X/GrEnmEpUp5MRBWkwBwo/YqhVKUdiKkOLJJG4XxeocBFSOrarHGdu1xo23ftk5hd4/vaapuCTduttNrtVCvWDrWL0EAi2YgUZbbHgJHcyAkgOxPBwYU3Fe9brFyepBbGgPnd6HgcUZ9lCie8sa5Bkb12DjWjjOxrJiPs1oNKCVgwvRmxQYg1ewjoJlC8XqsWgBoyUMmtaMMhwzQfwomshHGk7h97XyaLRH9lMTrwmwJI3r2UAHefop7cOEt2xgDQ0Pxwq9b+FDfoZyExm4xeGg0SiLVg0jG1+GRYM9f1RJP9i08OyhbQdtu5z8TElkrGTLy8IA+yjdJkkO51UTGNywBYVoTx2tJAv3hEEf07bf46xHKsITAqJ5inqlYl2IKChoAgp7ziTVh5jDRegTNVMc76NUaq45Z/hJ5x2o0LwQQbseuthp49PKe+hhndtBGti7KmFXXTBOLdsJiLNyqeqP7WQGTBvWSv072MPYHuwGsFISzYsZ7D3UWXE4eQe68yy4XQLWgtYnUq6dt+flYZC6vQ/O3QB7BzIG3IdADF0n4MGG99E6eW4MNhSJw9GI3NkmzNHoB89ww1CbMjFjODuD0gZ+piw/OLBdZ5tpwuR51w0gpRKQiE6jzAwVNBnsfZJ4S7QnDbNsMJx6KCNDpRAYDSdMIinC0U//OPDnv3PSrlczbT76Mdz9qZ/ZfgMRSHHxNb8XIpkNyQpVFH/W98QwqMQRDEg5eqWSzXwJEJQWczpmBGZPZSdeCIOko7QnSJfj8846SPLJ3AZmFoft3lWahkp5VVykQhIbwVGlUYgSVA9ER1gw4KjIEMwi2fUbL068mEpm3drDh2743k+Z/9BADqYo8drkc/zqudhMMCMSmieRLBfzO/JvyNdVkG5Pf98WBrb6bKb3wmFnUD6l81yQInhiUGRoSbQBseWilaq1CGW0qiitjwzqnIbEO87AEUjry7PfnnOEx32WCsd5GMqabtjb+BPv+X/hQ1c/Bx4KT538Gp7bewr7/gT79jjd+7YXfxxvOP0Anls9gav9PaiLOtkUvgOTd/EiQRADAz4HzOYAB0dgOD4Swvx5O50XZt6qsUhtDk7gcJzDHu+Yh/RxYNCSJJzs3HoAAO/x/L/5QbzhT/3RmcJeOr0GKi5JW+QK9TfadmOQWxOFkKIzTqgj6s0e1rgKUoQBBjyTZ8KD0LkGjtVW+11FgApxi70HGiWmL2NGExBhaNxE4z4TwbcxnMzko2QdCAn3hAus2kYU8mcwwTFBvA80uhBSlcCwUOi8SP69J1iOIRRzSY4V+mGJZmHHox3OIA6MM0m+i2Ao6klDc8jITJK1mInEdCeKHZRJoKJm2scOwTQDKEbEYZbDIXvB463qz/bbchb2EWsQHo0jGu+vRH3TKkZ22jX/G4IOIMKe4nmfHb+r9aMUqGnlqxsx80QhGP0lt5zgj0C2lwR4xgBKg9bH0yFghurWwdQpGmjPiyt914mJE1Flx8dBa6AWISN5ABh+sOiPT1P+CN8PUI2ZRHsZ09ifIvcrO+qyD9FxwHC2T3NSH2wMb32631mX13yIbgIisLXCYBBiWLfAoG0X2yYJeJBcAgD5EAIxMF3btDavZvJ9v/uGLczFmLaFbtxKavszUeKrTC1xjvvSnJZCTOTUViYlO1tLQclFrTynKN9fMqFlORPzkoKprxhcK1GBkk9FYPrL8vzA2cl4C5XmOJPcEBOgnvswBnjbKyg+n3NrcdSdT0FrcO69NPo8Nxd5awUQGF6Q+AZg+sxcWyJYTCCF6gcyCChs+sMarfIqFKBt7LR9YSJg5df4/Hu/kC5dO/plYbJHtz66/jgeXc/kmNhW9I738NLv6IXrrI+Yl9MfiBQl52t5L2cSRI6JY7t2jIVSoiF/heg1UHFJunGlweFp4WQcpVATJnK6cxMBlg0asuGO4O8QX/TILKayCIf8EBgK2lk0ykKRD4n2Yv1A57Xkw4ioGbUUg5DNcZnF5wEQEyfPgPOyizBz0mYw1z4TRLKxbXqCVoxlKzxLazwCkIYiD11IrTwLoHAeiMFbB27CWSJ9UBC/lM61YAbOhiaN2UHbodGM3irc6xZgVlCwuLbYpEOSGTDkMKgWpB2cFrMX5SyMH+AXLWx7AOUki7QaNrDtnoRnBcScKAIKb9H2J+I0H0VCVLLTBAUniQTnJBkMWGgM3MDApj5SOGEia15s59KmcEFMMiVPhYabrIuWOzATDGdnc8lpIdGufBQ1h50uel54BphUyH4hAI8I0LBwHJMEIrWSSSH6rXi9wr3lAvv9XbS+T4DCN0u4dg/KD/nE8+K7oABJ0GhHzsvWAtqlSEalEzg5m3NXpIV9BnVyCJAG37udeYZrD8A98xHoGw8ABwe1RMqF8iMTrETzV4a1ZOdx9qGPYvHowzBX6+dPPvos+hfvQi1bHDz1KBQpnD53G8cfvVW8DEiv9+rh61jdOEgal0qymycwS79YDuVoDmW7IW8VUQNjNMwqm/OVZh7Dukd3mDOqKqOgArCpGE4i6NYkZnQS1jO2ERBn7VZDt0aYU2b0J6KR1Urs6Q++/K34dKO9N74Bqze9EeuPfFQc6oFqDqkYtzlSDQlzvIWSBBky1n6Q8JP2zKO9YaBbleagrEM3YW/UGUTwaG2lQGmF1gmqTk5GRGDySSsSAeO4rEjecgIz3nEFbNgzfNQclHzmyEGYiTGcSEhBtykiHapgAgTAb7yY7wASoaoY6yiI8i7cU/G0xU4cIvAwICYfc+NvxB9ljirNixQ+Oxekg9wpOMKy46SBmZAG9J5KffEdg6O518j5Vy+UaBs4z7esEQ+10IAr+AIAqpEM96qRvYDi/UFDIWY+XnwD4lgG+36Wgyl2E6xYkiEi+LyEXFTc+io8qlqQ9HXcXRXmgrNEPq8nKWsWgJkImlGtaw5zxTOhWS9EJEfYuQz3Rcsq9sm5z5V/QjSJ4h2ahBm6ULhqBqgJe4QL/MNMYsnSPEotKK3ZaKI5XtfMHg9+7VdfrKH3Qa/5VFySHrza4smHljCa4Fhh44K5TmDWz2yTGN3ITAKSH0KRxFgevAAAZgp5Lig8LwwiAnN57A4SY+pg4FiFxGcekWdxrOB8qdeb132owOi7UQI7QvClCFoUHcRYc4mH4/njvOSoKEz/oEh8OMrzVwfTAV9gV8fZN0F+Uxi8weA0zoYWJct90i/gHHBvs0jg7XhY4cwuUtjeE7vEvW4fnnQCFJIozWaHbRJTMgZhaA+S2Y9XJmgswmOk0Tf78ojt4Uj0Kg4aPS3ARFB+SBohz4D1Ko1NBBQAgsM2FfNRulGHQx5lRuwwF0HN6wIEADMIHgt/JpoiriUMEVAQWJLAhf5Hr45wdKPci2JLPI2NL6V1EVjk3win7Y0gtObs8K6VmA6lxiiwKTQ+Y5AAiBbBu/w9/rU9aHMqC489sDmDOj4UcFACCgC4d1v8EG6/AD45DuY+Du7Obfi7d+AOjzDcuiUAgxm2HySztPfwmw5nT38M7Dw2zz4Pe3gMdh5+sDj9yMfRv3hXxmbT4/Rjt9AfndaAIjVCaH3rHvrjM2zuHWM43UhbvIc969AdSoABdj6ZLTFLBCdmrgFFLJbEzGpYd1IWM1xv0R+fwVlXAQoA8NYnSXAlJWOGG2zlUxGBTmqLZwxnkuW7WbXpoLedrWzViQj+6A4+3YiMwRf+vf8F177sS6CWC0QD8SjV9Y6zQ/b4NYnmQc3MbwgMn83zHgEFAMAD/V0L7z1c72sGI2qNRj4YY2AjZiz1Tk9EVaSaCNoFnMyXlTUZY7+aUacIkzC7c+Euo9bMdb5a2/CAHzz8kAEFABmTyNAz4LswZiNAMSYOZirbAAUgYMNbj+hkHOe18sMoOSA3Mr+MfgcNZcdlTXW0QwUE9zrovVwYEUEvlThkjzLUq5ZSrgo9Aj26FfBAJic9rbShXJyeBYCMfiiVWVYMfTpmtr1oivwQIiKFssb5FuLcTCj6q7CYTUmz4riG0278XqgMKMbvi4raubZYXxTGNTy7VctAeZ7O9T24IHFwMi+BJlwG8Hkv52os5saKiCai+4tqTapXPmqQi7UI1PuEagl6T2fgVqyFsZlaf+uF8xtwn/SapuKSRER49IElHn1giQ88O+CjLzqc2tpYz7OC0W4UTzlIkUjyLlhvQqI6AI5A8MGxehsxBm7SQvMgDF6mb95vr76YBNij34IgNal3d2mMS8mJ8xk0AIBStWQlqlgl2d2utkkIWs+RBabqnjvrvQqEaEU4GvZxNOzna+Qw8BEMRIKvyo236CjHjM2hkb7M4Bzu8brB7YMnk0O57BVRkgT0aACOA8lJBR2zZst+UfYDQIpbUcaDIoz3lvjsAtkso/FrmLjzz/RLksARons4s8Vkdx31MVJ2+A4/VQ8VfSDhqrr2Cva7e+kZ5UamaEQ5hOx4IVEhvuo2gNaS/ZoZGArIdRbMmoIPzCQcayiLjAEPPfztF4HbOdMoM8OtO3GWPjmF7wdxgp4jz1h//DkAwHC6yQAnkD1bY337cP7Zgs5u3YNZNvA0YBjFY97cOU6flRFtQG7s9jLZOvSDrcyWyrKqe4NJxESi7kXzkVSHBdl+ANtp1CcAMz4djPUH3r+9sa9iWj72KL74f/t7YO/xY5/zpZNxShSZ6hEppYAWcH3NRJcMme/9VIrq5R5S4i/T7JkkVWdGyPkzvxnn69O2lr5icm94k3dt7JNyp9+FERoxmVuYKNI06yTNA08Z3Dlm9tSfH/pzS/1zdZYgJkWVGpetAL3YYnSv6vtVoybheGkx316zn8skJRoKIDOWpeR7AvaamfZUcgMuPk9vTeXNjZPLgOAlEW/TEIzAV748XVfxsyboUc4QXvLEX2EbkQo+IxdIFreVWMDoLBjboQnZZfVEREAj5UagMrMl734eAJpgADheFgowK1WN7a53h4zB0S+8Gw9+zVddrAGXpNdAxUugtqEkMWcI60gEDFBo2E0Z9IIh98GfIbJuDBIT6MDh7wrw4TzBel3kTx5VsIXyIs4M40i4id4Ga5ZzVImKEJy4JYt27I0OjsYM8aFQNCfqq+v3TNi2v/HM/VKn7Bo+1FG5Pm95oXzyowgMPEuiwDhRDuKIbSHaJtEJRdMgStoSmXMFTa4w5VJQ5GBI1Llz80dJM8EJcNbwI8eYYgYUi7iE0wrJsz0FABc6Y2tkGMYifj/3+aiqjl+DzpmK3ys7u2kB8kcb8Y0ACXiIiNZHkzNkRnjbixBUaa7PjtOqbcRMox8AMOy6AzsHb13QVDBIK5hlm4rpjtbojtZoD1oJ3RrP4WAmZdeDODnvGhYXpP/wSZol0XyyWYNoDkSkFf0ydpYZ1epxPLcMA1UmMlMsl64lMxafbai3nGxmYWA3tbbCXL12bptfzURKoblxHcOdu5Pf5se1MKcrzB7i2FbmGNu25XBdtdlxu7w+V2+sWz7MFFmYO0SziUtTwYumdz18mfWtGLfPziEK5GPggk3aZXoG4FzGsdIQRFOQ5C8wbV82ZckykGyyOCMnacQcSpkighLVrxWVc6mptKodb/4Xo2r88pcsMLxEUS+DyVAVhhZF2wgTMBZ/nxvLc6lkIXj0edzxXe/bRYCowzwg2tW8S4AE4HL3Tiur15UyO9b1XN3OoX3w5ktowG56DVS8BHroisJ7mLJZEMQRWCuFwWm0xmUrD4g2wrH4VZQU3xEfTF5E4lyi2WxW5Dyh96WYhGA9pfuAEMknfI52qozt50vkHVTYBLQiyakx2rSlDXJzYxjWAVeWkTlmLHTBYIIhmrnI8EobFVhY56ItZ0MD61W1bxDlRH05xKv4ZyzavBMqYqxMjw5LLLEJPhqUfA2qcSYNTwTjJfKP8hYuJK7zIByrGwIQwq4X/QqkrTGaVZgrhvhWFD12rAC20Gqav6Rsbx4hVOOVdz2WhMs+RPxIIxOcloFqV0qZrKsTTBYPEyEZWJZjweLPIpm0M7ngSl+CNKnPgwiweoHGSfhT2+6j6Y6qtqh+nb9HZ22ipHlA08o/LhZdNIcq26iNmD4pDWgDLhy/2VrJ79APVRhQ3/Xwg4O3Fq6TELLMDHsmpkSpj71Fs7/E+s4Jjj8uTGR/YnD18evVWJzdOYXdWLT7bTJBmNiihzG2m6GKnuKch1o0KVqV3Au4boB3HnrRQjUaPoSCrRjBcLsvtDTeRZPH6NQNaKOgm6DtDP9VscQCOqUQNpgh5lKIzJqSm8ZO3MoYtAca3WkXosowrrztN+PTnR78v3wNnv1n3z+5zlbiv4/xOCg4HMfpdQWDRQQKCd3I0MRMJ9rem5UWyXfFDTDYx8hT9Q4hMhBKZj0CYMIuW6yzvE4uwb0Uks4xvyvbiUifk2lSAcDj3sUuaB5m5F3EIVLWRRjZc6Ij7aQIxsehP01Y9yF6VaV54ghCRsI2zSCemtaQEZAQc4xEWUgUiFACnXK/Kk14ivmZMN3FHMxSwb1WEYTmAFv8bjCV9hsATOc6y++i0ldjQtGxHPU6kvgpo31qh9kSkUQyIpXB3QRVjMIPy4Mz16ID/YX8GS4WpKGqb0dZE/Bzv6CCoh9L+GyKyufW9VwRRuPB3/4199mA8+k1UPES6LlDTtLrSBwYeccanc2SeusJjVJQKfxgIWUo/k9MbNg7otQ/HmjR5Knc/FSSjkzFLwwkbQpAFaLOguUcHaQ1jN4y2oaS74SizO8RxFwJRNhrs8lPQzGyVa49fidieHYAFHpvMHiVTKcGp1PbHbPYV4LhfTYiKqVFy8amOmMfrdcgo3DE17DABkts0BkDxQ7aD0ErIIM06CWcb8XnAgQb8ix02Bv5EYh/iedik+c40FFTE3epvMENHMO6Zq1EhFZmJGqpvV8iFBSNByA+D0oMZeUWH/I3IIJUIDpkAwzyDPFgjBNLIIjfQ7WfhcXkSMORTnu6m4g6YptIyoWCM0vJpt2fQPdnoG4dmFYG2UH8LZwNvhERgYVdXCkBFOUEMteO1bmRYkrVbeA3a4nmFNRjbAewd5O8AhKqT3wSMgBxFaCI17rDUxx/4m665nqLe8/cxeKgBZHCsO5TtKX+tIdudXKIBgIjxwA7D2WUhADkevh8b6GCmUPl3Gcd2LhwoOc9gL0Pw+UnjH4MuJBseYlSPonIzMThrp5RGQyxKwAOCgZyzNeEspq2QX/agRm495M/hse/48/g05le+MEfmr0uEl1O4Tgz6MsmT2OJrbw5ARh4glogReUyBwIkiMSGfqbGsN+OAYWYmPoifCgHBjqdJuF6cipVNMnlcBGaY0soruOGxKfBimNxlodkEIU5X4fwfHTy3cncMcSOXZ3PJE0eHQOKSA6J45mRs2C21yxO2tXYKtlZS4BZ2rDLTVT+yX2K254XG3jSlBjO6LNS2dyHZ6JsiBmIxw5xdMpleCc6ddGayf4QTYGIVchYHjnRXJ5vIU7htqgn7mME7HQ+3jF/2+Ys8xGjcnYAyFRWGpbyvSBA18AiBi0A132J4+qJsx/EtjovrUqZp+QwP6prVxK8XZRDAiOMGVVrbH5dx4flH5PDC//hh/Dkt/3ByzfgAvQaqLhPYmb0Q22SMibPCs7HQ51hvYKBL/NXbSm7OPAza50k5uVLlbFJbEX92rFHYG9HzyBrKEqK5RFJlm3xnYjP5Ad8DGOZnuPU9roOCiZR8nR0TPeFhKVoWXAkr1+UWD6Bw8FW/YK8j2pseA+GbHCKFyluG5ybA+sNrxv4wijWQ8GOjWRnKAK82NFynlJnwJBQvZHDm9+cxuNUPl90eks7IkwprrEPMEUO+QgHGDrl7yjhjwfBqhZE2fSMKINMIBpiUfWMAkS7wUBzdijt8Fn0yAAQfC3isky9UFtOjrkXiEhMdTZn4G6clAyzJhZEBB9PknjflpezP95M6vWDxfqulczWoyRSrndg46GCz8iEUZusS6mcvZ8NO8tuChySdmmaqj4Ux+WXycGXvo+X5HlEBGZflRc1GbFKf3pygYJeveS6DvZ4dx+rSEvp+64BLgBcYBh1o6AXqmYcJ48FgQDlOScieBbn8UmWaZ5/heSnHHlsW0Qb+XA+IxWfUUqBieF6ZEffat/a/fyFgU4AHkzT9u+k+7GnP6dIdQ6w2WaqtrPKsMdMkh7q4KszJg0461Pek1y3jIv3PphhFe9xiFiFUT15LklcBIs8FTUOujwg3TmWF1hnJZ2nMUjnzOTopAR0x9plRaIx22r6dcl55OK9nF2j46PishrEcfOm2HXSntkxi8EllMZw7959138evQYqLknMjE/cXuPW3TU2VoOxV/6aPlkHnPQxd4SwZzZEXjpYDLix6jE+VzJDp+A8Q5NDqx2szwabeTnmF4UDsxdl2BGA2Migh/tQqGPTO1e0oB+A003OBh33feclhGzck7TyWJgQ+cgSFsbBsoJhF3wQqODmJG5to0QUosnDpshIcpv3FKQi5aaXNTAAQykPo+ReSlGmGEY5GPLofJsk9nfpweCPADAUHsRzONHX4KgF2GPJa7SUgUY0OysT7o34t3CvjF/nQiQu8lDFYRIPFusVtC5CwqYZEyDScwsPhQU6NLCV1iWtoUIkyswSscos4XiBxm2S8zYTwaoFXEjW51QIu8E+RXdq/Rqd2pMygmZDEgBG3x5V1CkAThcpQJkZhjeAUrBMWHV3YdwG3rRQtquEatAGvLoCDBvJsk1KnK03p3LfGE0RAceHYqa1WKbN0K/PgJNjGfXFQvJKIB8M0YF7HB7TD7UvgNJ12qRsZlQcuIHMoknS/2pjZsANTpJgMYtmIjA5zbKBWbVwg52i9MAUVtu7IphFm8ryvU0ggohCRuL6hHSDheunJ2B/2kEvTE6IljqJtLGwL5iFEfMSx8JuxLSMFCVtTAxvGWnvcz5vUv+nA509/RG858//dzh9/68FZnd6D0fmdohrp3C8JgY1ss6mjALJ76LIA7x8zwXXoEHKzo7FEtGnAAWFf02p4ZhjIpgZrnN5fRMnhq5sJ0Pap3aEzomRffLYiNZGaZp/t0Z2tlWUHFySUWVIpm3kvm/jWrgSrs3QLrDNW5gxE4Ujo9/GzwfwA5pAvgmpRqWoT3PMH3vAM9faDznKA1OYtZQcklO2RHCDaD8jaPPOg5RCd9KLj1cMKezy2eItw26cZOaeURYrLbkqKiU+I0dFmyFqaSuwiwkNJ31DXD+lNQXL3Ou8diflRdOiSbTKDBom6y2GXt5GM+/l7G0sEbTiS+BRRCMjrqJZVT5YL8WPhcM7G6035t59F/qsRmA4tsU5XH/rV7yERuym10LKXpJeuLfB83fWooZkQm8zo85MKTPBcd+EfBDCCEcGHyCcdA2OuwbWaawHE8qS50oTJschVRyV+rP6bagYtXgHZwATHwnbCUoLiMjwMot1yckmm8mUphTLJjP4Is1WQbotmoXeSl6DnM17SoM3YKZg8ZHb5hkYfFyGebMbC4Z8CN1aHsqaPBoVX6rg/xAMJz20fCbgnn4QLmkiCBvahw0nk4NOWgpf+McAkq08jkIMEbuxJuQJoeRsH0nGU9ow+PLQl/wWREDPTQJeHS9gC72vZ0L0A2EA2kfgUI/roJfJgdyRESBBBFZaAAOFJH0gMBE2KocmlmuiekpjBJr8G8eZsrRIfV0vb8ArA7d3NeX4kKKVfDcNeLGXxg5KAauQy2FT+FwwA2cnQN+Bug0whEzWfQecHCGtdSKoRc7b4DvJl2HXta8EWwffDWDn4fqQm0Ir6EWthRrOeoAZ7d4iMdq60QksEBGUyp8jE0eFyZE0iyT8qvPQjakXbTQ9YohWIvTZLBeVeEm1JuXtKNFp7Jd3fhZQRHKdTaFnk2lUScySCTwcPsqo6h7XFb4qPofbdL3FsA7AmxlsFvh0Iz8M+KU/9idw+sEPyfe+BqQlk5wBxYgpYID74t7ip2guFNeQgAuS/AWp7GL95oNAQq8WzHkl2WekNVFG6irnvwIUsWFbGKkYnnUbcYjyXJKPCRZH5Dd+ylAWgOKVpczgTTgbGl2b4xVd/f6QEbA4NpUR4Un4XF73+cLkXQxbqzIEE8PGFtqX8r6sCQvzQvm6AJL8fCkEIKAyFYp7lVkYCegQnonBHWQ/IJillDc2QUo8v871J81KGM+xQzO1gZHdxVmO12Jk4h2KH4q5HG1/tcZ2/vddjPtF8kmME9qVPm8ptKwb1R2AYGxXfM/LKFsv2TF+5Ce0sx++aHsMVBCAkF4sX1pDdtBrmopL0uFpzhOwHgysV7B+JFvkaHKUvmIsJjlctxi8gyaRfDfKYdWUEaMyM2uUB7wDwwNoQl1ZcqNQri0a/UVC/iIBkTCvqA5PYDPUz2X+JmfQziRJ8hotkgXnFTQN1fPj/jIDHeukdUnABoSGPDpfMrcV34U4umJKlX+TTN0YjRknLUf8PrV1ZayxFxh4kTB6js6sVPKyWFuTGHIx1S1FNpKrxDHDEOfiATg2cE6YfLm9AcFX7QcIG79EB4YKUaPAjAX1MLAYSEMCEBc7UZjMzqzC12KeQw/yF8rPVP1H7utEfMfIplXl8wRmBSJBpVYvob2F3b8OsIfu1kDM+B3DmJZ1EqHMQQEi4Oy0OpVpfQZen4GHUS6O8LzresBJMAC36cHWwVkHF82GwgHsrYMfLPxg84tJhM3xuopWQIrQHizkUNthjrEtBGIkNzg0RsO0TQIyiEyDz47RFIBKWVaye3dF+wPyZ++SX8cuctbX2orQ51Q2GMQM21sBVAj7x0yfvfPoDjeVlgIATn/x585tx6uN1h9+Gt0nPgGgZGpQM/PjU3vLMvEbTgnZ5qj2qWE4yzBXAjPnebf0fu4nFuAg5fkxjzbRFuxqe/pti1B2G+Bwm6nfj1oqOHa11PvlBBSEeY1CqJ910VZV/1aRx5TxZYgvSENQy9r8UYBVsS4sQIbFfySJgJGlxJE0oBe5rAjqZ0N/0kw7ub6e9ozxPjJ6l7O/FFff0/1A2peUAVwn+2FKruamZVXlB78SIACLUTtVKGsbEz2x/bf57+y7MLp+6fflsjQzl4wyPPG0kjmzJg7RzCfr4qU0LZSl2qnp3Ny98pcRQ0KT1njxx34K177si16W9ozpNVBxSSrNoxfGwgwO1ucEePKyYusGLRRRL8lEz0iGI63cCRp2OKWDotBsV+t9+W07eQasi5oCxuDkiSYkhx77ycZnkr/teK9jMfHSyqMx/kKvi2Ry5tDmHJN9rCGIRNULjeD0XrcnPg8A0a8j2jbGzXPiLcEAU3BiDk+UtdafMoigCjnWLY1gxoeIUYq82G6ieIYU5k5YzyqE53UAKXhogFw4QKfxfZlEG6Lgg7AiMpQOHgaOg8YipMCbaH0YxYSWizWuyxqTFDUjDkTSqJAClJIM2s4nvwnyM6eJs+F0DpVMNGx5wxYzEIngRFqDjEliGj9Y+HLBFpJ21w9iisS1itgH04AxZd+BsOHG8KxzIGNmAyctksP0XSkorSFmUuLczlac7WnGTrqUTnPQUESQcVEqMbUKgKaUgM8yuqH4mMhJ2k71mFmZK2UU9OLTT1OhVqvq+zhKk2eO27P8vsMU4qIUw5BihLsjldqiKF2e3MNiZiGRdMLe48L2orE7nn5IlDgxmQAXr/fF+plyZ5ZLdU4rkYB9+PcKai1eljm6aBG7XtG4ZhLQnPoJju+vzIHieG2JojRbX5J1UWJGZtfYDq0UUQAWDjvnazLOM/Xs9B1I53ded7Og6hyaff6lL4H5emZNI2vz2/vOj/ES2lX5jDACszQSZKQw4gCTh95bzZb3ctBroOKSdOPKAvdORJK6MhZPXDnG8ycHOBuaimep2NT4jhcvs1LClJvgDDk4BaclslJkjhe8wUP8CWjP2Kclntevg1EWg28QmVgH2dmJAEMMxwzvs+6CmWA90NnM0HhPWHdIQEYroOvFMTvW7X2OGNUPjEUbmc3IcTKcZxwsnYSfZZIcDZzLiJRMuyB82cC1adAc/0Tw0EWkA89AQ15MiYJNpPWq2DSDIU/ayCghvMF7GPJV6eR9inoTQ9yOwZlllQBL5IPLaFxxbgkS6tcl/wR5q41yKeu4pvicAKu8FKjIMq6gmbEhoNFDGDiJIzV2zLZB8xEBhQiXVihP+eQeX+SS4Ahgq+Lyic9hJBVyOGSBMCFDPDOILcywRphWeNWA230YG64pBeolrG7Mvo0+mzdVgzcyExBTHsCfnIpNXuyNMWLWtN7Anq6zWUBkgJ1Hd2+k+QiDP5z1KXQrECRyEXSG+1WZHh7CrEWmWm4Ipk/FS64bjfZKVCNLY8goyYXRmFQP2ia1syTvJBN41CgoENzAyZnODVacKGeZgFAfERDsrCszL6Mlh4fnlB1ZGZXsrYkIzrqJiQ1pMbHYHGZHdtc73Pgdv2WmDa9uWr7uCex/1meKPwUR9FIYfnvmExOR+BUdmIbiea4lBgIUdL4+ZpDUgpJkm13hJxEZLMfwZdQkx1ANpV0pmjK4tS8cpGsiDQEYWvJfTGzD49Y4lvYX3Rj/phRNE6VFxkWjaksKq1uCjSSXCRejnOTiuDnTnIbhPmhnhJwo+zknpC07gJr4fhagIdqyU6iHc33RB2JO20BU7E1FpuStARlCe0XbBZCJVgAMIiVaUg/oVklyRvlV/vjsq5N/i+UBrHNb5P7dY1GNizTi3Pv8KEpXfMeqvW1XPTNmTrwzgfD9EXueBeqVSRRj5xilcWRO/nRjivvBRaOdeSvaigQmyjb6MBYxoVg5zkrhkd/zOy5Ux/3Qaz4Vl6SjwvwprvkH908n+2MUQKZ3MjlgCkPqvBQQ+RYG4bhr0DkNDYcb/CKe5A+F+EUCMK75O2jIolUDNNXagWwSBMSNw4WwrBlQZImJ8B/ykHXSpk0vQMe5LP0HgG4A1h1GuckIq9YXwluFzqvkR1KSB8Gy7NZ9yj6eRSvZVCn+wkkjFPulpFIwKOXPyMz9WFNTQToMvoH1JviCaHSuQcctem9wMizR+wYndom7/T42rkHvNU6GBU6GJRyLf8TpsIBlDecVOiv9dEwYrA7lqmLMwrh6LaZYhT5E2h+BSgQUWRviwqm25hUGGDhorLGHDS8hOdo1BrQAKXA0aCXxjyj7nDVf0XciRMmKv1E9RtKePJcWObmixoCGOxAzGrvG3tltgTmk4HULKC0gJJo5KQ3fSuhZeC9Zso/uFhL1OKkqJSpk5+C7DWAteLNJgCISD5Lkzp6uQxElQ8SSyXqs+Qi+FSWgmBzUVNoJZ7tjIIAIEoChok1yDIWmgPZgmcqicLgTIBqKST21FE0ORDdpizK6MJWQIAccQ4hOgGA48DyLb0ZqSxAWNAZ60UC1DUgL2Fle24PZa0P9o/HyIgHvj3uMN5d7P/Oz+HSj4e5dnH7gg/VFFWK/jx0/AxMs22uck3BYW8g8eU55QMDidxDtmdVChTCyGeB5L/bW0bTG2/F8AL6X63bt4AcWO+0dGYazuQPgOp/srqtXo7DFpsD4lmtzKoWmylE3ST2ZJm1JifxKAVt6t4qy7zcHxSjU7oWp5MNVbBNErCoKRVBLUCsB3kl7eQ75TWBsg5BDIjdlAEfhwEwlMXKOkVHbIjO5dS7SPjXTseq2UE6IYqcbBR2choX5jQwuYHuX1p2MC/J+GMuKGrALDnu6bdfwzTDh8R1LWuZzaFYr8DL775RmkXP15zbvLidqgOEgkQvjM8Xeztafn6xSIXPtjJSle7bPPpQ/HmfrcPtHfmp3PS+BPmVAxd/4G38DRIQ/+2f/bLr21V/91emQjP++4zu+45PXSADdUK8womjbP78YvAecy2AiSe05M8TRz8FD4WxosKdO8DA/V0TgEdqnEyjy0IrRajuxxog8nfNKGFrEkLaZgU/3ppmvGcrByr9RyRgsoRvElCZacUwBtYJlDQ0PReInQIj+CjmsaQUgKMmvqmtTqqX7zJTAzajICREIlg1632LwDTxrDL7B0bCPjV/iZNhD51p4VjixK9zr93FqV+hci7Vt0TmJqNTZBmsrAKWzDQYnTH/nTOXUnRsUN2aMrit41oVmo/wNYcwIPS+w4ZX8xR422IOjBpWYbcvmW894BBY6He7jOqdDqOBhQPBoeJDy2GM5nEApBW9asG5RiODq55UGNwtwvwadnWyfnrBouesEUAw92A4zt1ENDpAP3xjpZEwSAcdOn5nt/ehzYIB0I/kpSptmVWgiJmYkWyRQ5fMxgssslfch20ons5h4GJUHWQWGijqVgm6lnbptYBYt9KLB8upelXOjJGedRJGpO4Xh1q359r6KqX/+FjAXvnfLO8Ue8ENg6j2E2YiP+7i2KDs2h/1eLVTl0DpZM56nmgD5RTQnpw6+Fw2F7y8hiQ2gJGpsR0UnDVm1NmfNWoLtvaIEmKT8LW2ZWVr1u3UfoGDUnks9oiWKkTLyLzHMjRLTvlZDL+Wf5JyZvk+7iAdOUdam+0HR7HQxMINhk97mHzL1r8hap7iHXHQolVEwbREjGsHZ3uexmdvPqvrMxectPXNJ8DgXFOBTliI2u4DjN4AKzMFxBhTl5x1EQQOmVFjLOmgxd2n9Zq6T1tg884kLNPj+6FPC/Omd73wn/u7f/bv4wi/8wslv3/7t346/+lf/avq+t7c3uefXk/YWBifrzKgwA70Txl1s6vO9KkkouAiPCijiYGokDOSqsSnR2oGRZGLRdCW+xgTAqhYH6hRrXsFDoVFURRkSxptgtIe1MRmXHAQjli+dpc4Fv9pwPZqqO8domjokmSKk6FHeExpFaIsVFPerO5sFrrQDTvoWQzBR2msstJK+59C5ohmxfpycTdpkiwR4RgO91xi8R6Ozft3E8LJc89oYlQfUvELWqMQaas0SM1faGoz4uVhGNIcyitAWqtfSDGxk7YPe6RBBimGUh9HZV8SzhoOGJheyb1PQ3FgMMDCwAUzV5VY5NFDvJbmHc2NR99+ywsYvYMihpQEbWsHCQJMDa41uucDV/kU0vq/HWGmwL82shPzeNdDJUb36jAFIgdmDz84AOwBGgwcPDpGdqrJDo/0wIPpHRLMRZbT4IdDUfpeI0O4vYAcL38/v/GbZQBmNYd1XfgiqMWhCdCjXWwynda6MgycfRn/veCQCBtor+9DLFu4s309aQe8tRe1tHezZZvLcuK/R4bvZX2I43aA9WICUgrcO/WlfPS+S4WD0N5JsYsSceLFrRHt1hWFdaySICIuDBdh6MX8qylm+4Y2z7X010/J1T0AtWokmFoio9keZUBzKsT8B5bmrwJ1Cysg9oXMZEUIMSTtxeC3rPyeijO+DQ7GZmtxMbLJH7U9SVB+EOiRtkv22FgdFqS5pgt7T8F0RwYoq+YM8Fhx8lZZ3l+stZZ5SvSMaS6aAWrvCI6yoY78AqJBjYGBAbyl/GxGgGgKUmKOUzvoSZQkVgNvVl3PnIv22FfdOyPWiFVFG+BNlVOErJTkqxhqy8/pbSwCRzdsKLUHyL5jHyrXPWnzdYlkOiBbSZf9d78P6QgppW2puKjMlg3osS8a7mGPm8J/HpUATULTjosOnSQIBlNGxLgAmcoVbrmlcSkPD1uLg8z7rgpVenj7pmoqTkxN8y7d8C777u78bN27cmPy+t7eHRx99NP27evXqJ6GVmTq/h5NNZuSdJzx/sj8CFDL7kXkuw7FqxViEEK0COgjWKSgFGM2waMCkcLd5qKp3UAtYvQxZjyWvQqtituhMmtx0w0kX8l/rJAGdT5tA7aztGeiLUIlacfADkWhPDMJpp5PDNyDvxkmnMbgGd9YrdC6YBnkx7fKMAAji2AGDjwZeZTmEwVO6zgAGJ9ocYaZlFyvBCIMqXrQ0PxubZPl0rXibGYihbjlGyIr1p/e+NiuSx+QVsl5NNJdiVkZY24y8OqdhWSUzpMEbMVNjhLC1sXRK/WQQrG/AgeFPZfkYnjaOUkHFWiw1ZGOqwvuCsPELMBQGNtj4FpEbcGFdDnqFO6sn4KIIKjL8ZjkJfetNKxm02xyOVpCqFtOnrhNAEUi1bbILHlMMnZkAReijHyRCkmr0pHsUzJfYRj8FVZ3GZtlAtwZKKzSrNh00ymgsrq6gjBKtxLJBe3WVDqn9Rx9Au7fE3qMPVuo6vVpg+dANNFcPoNrg36BIvhsDpTVU26C5ui9akHYk02EWp27IoadaA7NqsLy+B2VEY6Jbg+XVHA4w5qkoQ4tKAdL/ylmv2KSUVljd2K8e0QuDZr/F8sZqFDoXuPqFnzs7L69m0vv7MA88UuE713mJPb+FSJEww1HCPAJuE0mvD5LsYnrm8OS8hDjUN1aCVvXjQqJBtiP78y0n/1bH8DEjScI0q0XNuEV/HVKAXqnEcKZcKeG3FNI0MORKK9D5+Udn206NSG3LMYqAIs/LuFPFfSWdE163rlj8ZEqn2BieVyT/xXiO9yZVjBsiE15YPGxjELlofPH8GIwAIWFn0G76IeQ88Zz7ThJeNvpcuXiWRJOnOaqtbOu1OWrzTr8VxpQRLgAyj95BbzNgSCZHvh6/ClyX8ziW5LsS1GTAsU3LvM1UT7TWNJnbOUqA0dTrJZ5RibYAm0nGdiDs8eFaGZQykhr9TXUoHLzls89v9H3SJ11T8Sf/5J/E13/91+O3/bbfhr/21/7a5Pfv+Z7vwT/+x/8Yjz76KH737/7d+Mt/+S/v1FZ0XYeu69L3o6Ojl7W97/8E4aMvXsPBwkIR47SXt2q5AHQliSglQnlTK52P432901iFcAuWDTwInT7ALbXEnj8SXxtlACJYboGgjnbeoNEWDHFuFSdvYGNNYoqDYLJojzCZbTMCEXORDSAO3KulNNh6wBQqV62B442B0VKvc8IAx1Cz9VgwTjojYN3LNcdjh7Xob8Iwevo8M6qQrEoJM59NWBXIA43KCeWk7wqWOaW48Bx88SgCBg6ag9CGyfyVILEey/Jv5wwGz0HrJCfvxkq7bK+hlTial3MPMHpnYJRPGogYWam+T4ATk8apX4HA6HwLeMCQOFUPrGV8Qn+i7N4FbZZWLkSaIhgljtceKjixh2eKuXDQAA/14UACdk4WN3H95BlQCDvjScM1K3h4EWTG7NnrY4ncpFQWL0Xqu6LYsBaaBhzs78rISCo6IY5MLpIJh4Mw6YEBioe23UzD00aBq25N6q/SCu3BEux85Z8Q/5q2gX6gweqBq9ABMJiDFa7sPQG36cXUaNmmZ9oHroGHkCtjVD9pjfb6lZBpm2DXwSmaSDI7n27Se8GuDhNERCCjsbi6BJHKMeejTSJF8IRJVt7Y90hm0WD/4avwgwvmDbI5eeuxemBPAByLQ/rZz/36+1S80nv52Yc+grNfezriZgH20SxlB19ZS/vnr0cKpvbwGw+vIGEgdeDKq/t2MbIE6FqiOQYxrPhcSSUPLPn3FEBeovyUZnDbzH3GTUtaQRYnYGXE54Nt3S5mhm5U8iGo2qxC9KqiTmWUhIQN20RM8kVKgRWDvDBkopMlGY/AbPHgReMRJUA0HaOKPBL3MzUzwlZGMTriEyExa7OAcJR0bM7kLdaVGeNwPWQQF5Yg3yfvedk+ygsMVJmAluBhtt7YtMA0f8i8Cd/36Lei9R3euP4A/psX/lkOL1tW4wlsuBojonNC2o7lXcHPaGeUMpfHojIPGJPb0lfG9vC0c8/tEK9vC7Ub+5K0UUCymkjak3D/3FqM7wiiD1JYJ+NEg3PrJwK6lAgPkHeH8+9xXkiT7A+cn7v17/4jDv7MH9/e6ZdAn1RQ8U//6T/Fz//8z+Od73zn7O/f/M3fjNe//vV4/PHH8e53vxvf+Z3fife97334l//yX24t86//9b+Ov/JX/sor1eRAksBOKJvfXJx23xyZSk8GVrWJ6dNuQAOFjpbpNIumL3ERilWIRJDiGafpXAfCZsHJ3GiOrGU4J2ZQxX5dleSKRHuDBbwDFu2ox0zonbw8Rod9Ykv7ooPwNkrt8JCwrQXzzTMtzL+F51PpHMq6gKgBCKFwcxkY1URE4TzMIKR3GlpJm/pBY2nGpj0yrhaERo3hTCbrJPFeqz0UeZx2ojlYNQ4WGUSWWhkGiqSLCFHBhAavoMmDSEyeaIYjEa3w/O7vVAOrF2jtGYg9YvSqNMrsJaxs+E0SwdF0oZUcS/k5bqJRE2LdrN9ESVFynPZj5sBgC2BPkY+ADJQIEgIWAKwDGT1hxiO11w6gF5JaXjUNoDUUEdR+EZ4vPEveg9oGbF1yyC4phvRja2GWS7B3YOdBixa+Hyb+I5PnG5P6yPHsJYAi8zaziGL0oIqR0yoxlt77FNJ2qkm51Ab3stCvz14OYQjS4R8uvRLdDfbiYjYRKphjGGZo25wmChGL5pjqkraFlH0pFNfLLAN3kbriFsVh74ymL6AQYYrSZxBA43ODIOGAfQAeMYP5eXPIYwHfORQ1LPGIeYl2Hiny14gRrI6wanvk3HcufoyfOd837ruPh9e2MSGCJ4Xb7cPoqcUd8wAaHvB8+zgO3DGuDrfxbPskjBvw2Oajo2iKdRt3rb90T0gcx8ST/dZbL5rSor0xu3wa9/i+mhwdDUDOQL/Dby1HYirmP5pTjdr8zPJJvG7zsfT+jYNblJooKsu+xLiksuP+zJTXBWPSD8k7RCHCU16/4z2iMqUtf9uqQnp5iPjCur6Xlz72sY/hy7/8y/FDP/RDyZfiq7/6q/HFX/zF+K7v+q7ZZ37kR34Eb3/72/GBD3wAb37zm2fvmZNuPfnkkzg8PHxZTKfe/wngR385fmO0DRDO9yQxJ0K1WUUNgnz2WDT14WXIYW8hOjgDh5uLQwASgekK3wMYWA7HKYpQTwvcaR+DhcbaRXMYwuAUrDep3PWgMHiD3lLSVsR2WQcMA3DvJPN5pd9HZFbWG6lztQSuHCgQMdpgGqGI0TZ5+RyeAKdr8QF4/KHsNxIFzrfuiSnUsmFcOxBms9TcROsM54FGc5Lcy0shYESnzSyAKjAWxgVejqEgPhd53yhOLIQ8HfFJRvBJoTRmSWPKcXPPYOqsVwEI1bu+ONWF9WA8GgUMDsFJXtof9BDYbwYsjK/WyJ1TsWd45MomrB8Whj/0/2hjcOtkleq0jtHbUN5iwOtvnoUexpC1uS8eKvUpXs+fs08KM0OrkZlDKPVqcxqAan5ekYdxPR48/hB0Cjnjofq1hJG1VrQYcWC7NcjZClT4k2PJsF2Q63px2GaJjkRE6I9PYY9O87qUZCvF4SD5Hca28FF6H/M/RKmgZMF2aPaXWN44SPe5wcKebPImXmz+Zn8PB089KkBitUwHg1tv4M/O8n2PPAoQwT73bK67HzmeG4P20YdF23hyCn96Koe6deCuh9106Mv+jk2bEIebJ2ZPpBWU0TDLNms7omlFOT6EygHMOw/X5XZ669Gf5n306m/+GjzxZ//ibDu20dHREa5du3bfe+8rvZez9/jZr/k9WD/9UflemJKIY/xLriJHGkoXIP4Vo1CayqiduUnmwmfm32Sp+t7newjzJhPx5zYAyibsowXTMfG12OpIHttVOJEXNvUA4LtCElM8AxaApRaUomIxczAVKx4wRTSzpZhTubM8eNQAZikoxFtpQ9IsWz8xo0mkKPk8VPMTQMzk9kXh4B2emZ0TEh+L0twrXr8QeNRUhbcu56Kcz0lIYIUqNGzKdUKiwYjJLBnCxNd7g9z/o9d+G37oxteng0Kxhw8aZ+N7WCWSwtetP4z/28f+Dha+Syeh7HOjdyYclSWLyZ7h177yoxDzNRX2OobbeJg9nbRQbvBwJ24eEClIEklFcBtf5ZlRC4JuNcqQv4nR3uILEd8LBnBr+Tj+7mf/9/jmD/2vePPxe6U7M9GUUt8Y4SwaXRd769Aoytq1OAcxWewW/wq1UGn9pPYX77kKyRU5gEvRcI/aGda1+OppvO1H/hUOPuNN8x3ZQhfdzz9pPhU/93M/h1u3buFLv/RLYYyBMQY//uM/jr/1t/4WjDFwM9K9t771rQCAD3zgA1vLXSwWuHr1avXv5aS7pxk8aJ0BBVA49xeAIgoe4oSPs1MTcQiryUnDEJ+TsLGE5XBSyNmBhjtcsbfRwOIqHcFggPecAEV8ftV4EIRxjIE7ADF78p4w9on1zPLPi3Zi0+U61xtgs2Hcvce4d+wxWEY/APeOgX5gnK0FUCD05LnbEobWOqC3wAuHWaOxGYDjNeFkTTg8EWdx5ySkbdeLn8q6IwxWAIYklIuggyoNB0NyfMTxVeQTCMiAAog7XPnOOp4u/zhf3gOWCXE/WA/jsjKVjPhgJcN6BhRR8yJ00htsrILzAlyONgaD1+isxq3jFr1TOO0Mnrm3j43V6AYVAEUmoymF3D3tDJ47XKAbCC8cGpx1hE1PeOFQ4e6pQtcDd48J904I3QCcbAh3TxS6gXDraIG7Zw0GRzjrGxxvGrjkTxJBG9D7JuXy8CD03MCzwvWzj0NVpyqJH4X3GVBEWqym++Uoc3ZiRJyDO1ujv3sEt+kSoJD5ocpkI0t8qQ5HNpYGRQ0CEczCgLTC4upedZ8yGmZ/KXkm9pZQjQEZjebaAfafeBggglotq3L1aglaLICmgX7oIai9PajVCvqhh4GmgdrbQ/vE43KP1qDVCu1jj2ZG6WAfFNR6pBWoMRVQEPOEsRG5HA4TPwoZRLD3sN0QPgso8QHYJJOyJAEU0xQ3Aj6kCWbZpPq6Zz4yresVpld6L3enZ+heuFUxcImiRPQl0IRhjTRmOlyQJAO1XX1d2qyAMe573vuawQ1Me5R+jovkIQg7XJZmRmfs0hxH+kGzjHZqWYh6pFrKJkEjIJVs7ykwN5Brus0hlIkIFHwsoADEjMEUwYcw62oZGDOTAYUAknoOlVF5DsvmR0dZmpmfwk4/3d6WUl6kPSP5hBS/qSYweCn6VykVD3OxdSSFaZW5zD4WMbods4B/G3wl2DNcMC3zlpMPhUS9y5+9LcEG0vcSUHy8fR1+6IHfVTEuvtAgREABAM8s34B/9/A7cKoKn6yZqE0pYl2IQsaW4Te+Wv8cfY68AMqYpV3M6aTfWwFFqNeeuhCVrb7Jd6HvHmDnk7kT73CO5l58S95z7Yvwjz7jT8Erg3/+xj+Cdz3wVljSdUhXYPSdx6xB0MoUlYXxyOAgjMcWczUAITR1+UxZQfCXKUKPzwKfMM9ggHuH01/9tfnKXgb6pJk/vf3tb8cv/dIvVde+7du+DZ/zOZ+D7/zO74Qec98A3vWudwEAHnvssV+PJs7S7WM5LDSCGU8BIIBofpTDrgqJalgR5WhFxW+egVZl6OmhJJwsyWcaxW4iACt/ChMYqmt0D8+qx9G54Fgb7yMJd+tDvcxAH6JCOS/5J2oSxrHr/OQQAoCjE2n7YBknp/UNixZQKktPnFe4dVfGQU8OJMLZJmZ6pkk7nGe0jcIaArr2lwAc0AG4urST8ZN3iYMFQMhmvFMoFKU9JVDIkvz1oDG46Qk+r9OrZyaCnPqXWJ98Pu0bRDaZi31oYxs8e9gk6c/HD2tH2rIdpabrhaMFPnJrkQCitQw7E9FDa6Btc78eugEM3uBos8B+a2E0MGwaLM2ApZFxJpLKBi7t2UTz0rhNvYcSIYbEiH1I1+Wx+sVwM+FemdG/eDdd6w9PZsdARLO+Uv2S1sG2nEe3RrCbvzerFqoxk/vMaoHmwevpmlotJaN3AC1z0kZz/RpotV9tBPrgAHp/XxA8eyyeeLx6hu2QtC1kTNZmKJpoJpRS4the9Iu32Cum9eS95CmofiukuEXcaPbTQ5uIUrI8AOg/9usPKl5pWn/0Y+C+E9MZZmDkE0ABWPjLRGgBhLncxoTTjJQZgcmPOtQZp0sKzGwJLLyNZwlNGCopFDnTNlVvpDAjnmGMGjGDnBj/ShAeIot456v7k0/SguA7QC8KgQ8z9FLBdzN70ZYE7UQSOapk9suISgAk70KDZPIVmz3pPjNUM+7f9J5dPhUUmMa8LoobwvGh23n0md7FWHwW60+EHtVzlivxV3zvXZf3BYcMiKqcZ0POgRG1E+O+caijpOfax6f3jhdhukx41/W34an10/jSw5+Fxjy/QBQS60XtlR81FuHM9RI2edxOt9mhaSrJAu7MVfMUyXc+O8WDK83XNvq1vc/F973p29P3Tq/wr5/6gxjUAl/54k8I81ewpxIAA5UmYSeNktGFxm0lIkKZiHNCDlk4AGCrljKZjBkc/8r78Mjv+e3nt/U+6JMGKq5cuYK3vOUt1bX9/X3cvHkTb3nLW/DBD34Q3/u934uv+7qvw82bN/Hud78bf+7P/Tl81Vd91Wzo2V8vOlhm5jNpH4K20oe9YiQjLT5xeiZPOIfQoUjfSaAsGu5gYOOT1d4Uow4NMDjGVbhJngShYCkSpOfCJHovDLVWoklINZdqSuYQHUoOLqVEeq91ncQoSsEGCywX0821HxgLQoo0Jc/mFyTmEgPn35wD0MR21Mx8dLLO70sIvsshLGHITh1NxUKwwDRmMaSt53xHyfQz6vkdv8iFoGo3BQGFaF6zidTcnhNNviLYI4gj/WyxDJxtRAuEYH4X25Xs68N8lXUxy7gOg4fWwqi6YALXDYA6ELO0016DoHBtRbixN2zZyGRMnWpArsurznuAHXyzANkBcEP+jRlYr8GF6RC0rpLcifq7cNIGtpr+pI4WnZQMrWEglarehuRfgfBb8K8YmyVUUVk8w/cD9FLDdaLq13NBIkI7mKjmH6L2ZK4LpalNNEsKURXIaKDQHIwPKlIEZcy830WQTCY79Oo34TDHJumltDq2yzsvUr7AFZmbN2c68eqmxaMPp7lLPgEBSABAzN6sFIkD9wXNoXbuDzxz2JfPRvObHUxGtBlXhnJW4vO0KkSZEQpS9NlWFHKWWd43ZOiNiSGjNFpMmFiYyPiMDRt7yfzfB3GwvS+7QoqSxDdK22efDZdjksjUR0aIOjUT2mfcZwY47Kk1SrgAbR3k2L7ikCkEJKWGY46idiLmqojPeFv4FCCeP/JP7Vh31+3drb/lhuSF8frTD+LJsw+l6JO0bcnOHaCjc2lb/y61Zra9V5THmL2AfcnPEbKWz+T6uNrXY0Hs8ZW3fwKff/SumXbm/lwET8y1L2W93jYW1gMzOVC2Fkm79xi2FssnXjnB/CfN/Ok8atsWP/zDP4yv/dqvxed8zufgL/yFv4B3vOMd+Lf/9t9+Utv1ZW8CVoGR857RmuyLIHkYMrCI+DgyvloxiKJ0Na/Gg6ZPn/f0BgqMhT9Dy2JjPwSxTrF+MagGAzRexCPYYA+KGJqEyYiLWzI/izmODSZC7OPeylguS8FxyfhycNDOTtzWSu6KIdpmBjOp+C4MhXQ8bojOCTDpB4Z1mXl2PoOMwQpfyQi/u8jQB6YLdXLlsz6bFcWxiECBCyMxH/Q7nD4reBAGr0J27RhqtQy5KtGkwNvfcY51j8BOBXy8gLiUq2xm0ylBy2Djb5QAYOSlx8+cnAFHpzlJ4eka6AZZGZGfzrbh+dkSsPW9mFscnjCOTsXk7MVDhRdPDNY94axXePZwhReOF/CsZEyKtig4aHZYmyvFmPhw+jOgNHixAps2j+HxIcgN8HfuJDMAHFxN64XDQutu3yskbS7/hgJolFL6YEvqnc+LZzxw6V5ANUayVisF39cABgCgJe9FRHnc9XCnp+BhAIYB9uh4VKaIhbyW6Gz5HaWQYVxhfGrx6Av3vdTphdtrr+6HyFDTh2JGb9IKerEDefKkpnCwSt+yqVno5whQpHCUkD3h4Eu+Yr6uVzG1N2/izd/55+SLEvUzmWIDj+EiFaAXaj6R19zZTfGd4PyeF0ziNgaYtPgXlIz9tvtAwuimdaFmQrKW4CCEoQVJEjPJoZm1X9FvLWpEZtdPYOb1Qqc2EAR0SQhkElv4MH7UhLIuw2Vs6zvnfxFEJJ+GyFDO1RPHu8xKH+3pHaZ+LGOGLIyxNmlw8ut8ASZycksY1+wbNu1jleRyrkzOOSA4ZGT33ktOimj6EvOKxHKDgHBubBnAE91HsHRn0x+rtslecWCP8I3P/CM8dPpsqIcF9KncPkA0abOgovxK2OKDgEuDiryWczkZdMo133nJh+RYchfxNFzyQ+vnsN8fpktf94l/ga979vtx4I8na4zKd3Bm7SbB0hyN9pitlDQtF6Agcd0FcMgY3Hz7b75IafdFn/SQsiX92I/9WPr85JNP4sd//Mc/eY3ZQvtL4BvfBjx9C3j2HuGFo/OnutUejRJp+co4EV4GSblRDkSMPbXGAQ5h4OG9QoPCaVI36ElBewuA4ciASeME1xD9BoiAlRlg2eGkX6AbJIcEs0QOAmSBR6EoEUETcHWf0Q1AP+R8GmdnU56stLPtOp80FuUmvO48jCUYg3Rv/LsLZDufwQ1DPpdJ90phkvMKxxtg2TAWjUTWlgiatLOe+O5nfwxKbRNAkzObyxjtQPrF610KzNkjmXSNaZJDA8GXxANxRxFnaYJ3QG85AYthkPu1Ak5qv+YAAKflp37T/PVhiABYwKTWcfzyAy+ctFi2DMsLaGJcW24Cv6Cw7+9hbziCJw0CS6Qn1M9LRu0N9N0XQUMPdg721vOgoyOovRXYObjj45QUbjg+Fft/68Dss6R9BljELQvW0AABAABJREFUutL3EdAYUzJfKMyv2Hu4zQDValBYZNwPwccpPDMqy52cwvcDmpsPgCQ7pPiL3HhQxm/oQN0asEFLowgS+4/TYiGlJCIUi1RXrVZwh4epTjIaq4dvwJ6sMcREeengKt6LtgFpBbfpK0Y1m47sWMPeBwwzBWGlDXas7vhnfgKPfvuf2Vreq5We+iPfiqtf9AU4fNe78fR3/c/wXZ9MioTyPkGNvOhc/ho1Xsi3i3NsmLMYpKOcihjOsjTrISTQUkaDSTTmfaN2rGBoyEjoVXahPsVVpKRaehl2RA5OnXP+H/Jzag9RlH4HTTvnvTCOmTidA+yiUyiAiyS1i1qAMVO/hdhj4mNCOoT+rN28MEkgVJDvvWgs2jqnS5nnQjXj0OdlAZA6t7R7bHUmjT+vd+cRgVR2CJb1N2Lg59o61xYAPbX4vof+EDZ6e6h+AuMzT9+Dzzl8Nz738F3Yd2ciVOzCuiVkEBB9BubA8xhAQMY6x/TgDPouSykMLZIGgQGkEL0z5DsfQHYI1gGFH3jTH8Zpew0AsHBrvPXOT+ZxKMPLIvIrJLltIh8yMpeUdYli/MOLFQCAvDqh3BnTqIskYySV23Iesfd4/l//B7zhT3zbuffeD31KgYpXCy0b4E2PAGc948VpUt2KCECrOUl1gMA0F+EPHGus1BrLHSlFmRSsbqCKU8SRqRcvAQ35lI06a0RiSzD5rBRh0XKVBC9KUioGkbNpDRHBWg9taKJStUG7UWuVacIMVn1jTqZRkX+qpCwj8kzoHbCQxMxiEkXn70JzZuixztJp24/tQ6ZPjdqfP9vAqCWzrm3ECI7r9aGfywpO4o4xhEQ+3RawE83UKinaXJWc10KUnibGfPZBwtnQgAgYAKyck+SFTNC2B+DDXE4MbarG0dDHDsrmuVnDxahPzHBdD98NGfg5hyQt3tKPej29hHOag4NbyuXnJyh48i4EzYLSWt7idikLUSuwMYDtxfyrbOBofCXELkII16mYSmkNs7+C6wrAoEhU4eEzvJh0kdZgX/qnXORgmZEi7rq/iML06UbXvuSLsHzicXz4b/6trffEfSKalVS/zR3k5f41Nx0TkDDdF6swkBecq5TLALvPpTma9y/g5Es0No+dsx+PkXYSRxf/ndtwpL6WUbh2t3emmAjyLtP38lyIZ5yamYutDcFFXrmXjdI5uQN0bqWZ+wYyeO/+F+yuE4xHuk/gy+/89LTIsRVmIbjc7ZaeVkr+Plpnl6bxenNBGLDrEcfJ3Fqxx9PXcrbp1k95sipSGgRYU0MJTJEG2I6eGecwU0VbU1kEVpgHY+fQ3L606153cnr+jfdJr4GKS5L3wE+9D3jfJyTZ3d6ilNRkfqSUICVJPBE2roH2HksTM19LZmyLpmL/x5+JCBS4YgJgqYGhAT1njzdhjgmOVc55QAJq1gOjtxpKiSN0XMnMnMyLzs4cDo/yDqEUB9t7j83GZvOXKJUigjaE1Z5OmwEzMPQhBGxA/xjEcTqiaKUYJmSCtDaYSMUWhcO16yQkrVKEtkEKTxtH5XRDOFkvJHwsFFrj8PCVfnb84+e7py32WofWcDVfEURE4YoagbFxWduk/ydnwPGZAKpHH5hfC0mwnn4r5yLvJzFKCJGM0cmZOMMtWiXBgApp+notc7MMkVDKemJZAND38ldr8Y3ZdIAxwkiontHsqeqZMiSwIoZRHoZ7PI5n0JoBg74G5ToYuwGThir02AxIzoTFCtw0wEqySLfXbsB+/GPwIZEZEaG5fhWqaWBPz7B+9gXR2DQSoQkcwswGSn4TaSkUoKiQuo8Z9cTqzDAsZTQpvViEbNiU1dZjNEoEtViATYPhsTcBi5WE0vVBO9EsQd0m3ozqlGMGlAaWK2lLt4HaW4G6DnxWmx/4wQJEMAcrLG5cRQoPGRh8ZkZ/dAo/DFU1zNPY77n6WgphFgakFIZ1l3w7JtJ3AHtv+eLZ8l7tdPwr78G7//j/A/3zt3beN7F91wUDNM7YG+/Jy/F8CSLNM/VESOE25Xu2nT+Pi6hAyaiucbbnGLFI8gaUGxzA1meNRbxcBg0Ir5/3EoGHwviA5Te9VGLrv8vpdsyYFom9xu9smgsHwIyuhzaX7T/Xp2M8RvHVMYWgZ5umIhaxS0U+cy316z7452T+dI4D+rZ2lb/92LW3SxjZ3TXCk8Znnr6nWtdK16GX41lGQbNTOoNHZ3vPdVCB2BYVgiXsymZ/P6SWtdDOzwU0iBHLGoJZKPzpX/vr+B8/+3/AoFqcmCt4fvEYHuyeh54ZcLOvYVbCRnsreX7YA+vn+vm5VUB7wyTnfj9kR3I/ePRHDmqpJOJVoPNAdtLYlZGo7OytUp51uPlbf9P2G14ifcr6VHyq0i99VAAFIJLmTQFkxwA78iLRtj+SY0IffBwIHgdmDSaNY1xLDsQCMvIismTgSX7rqcVALazX6J0uGFVCZ2M24Mw4EwF7rTCFOkWfyqBDK3HgLQFF1B4wM7rOVn0rBUHOMjZrl/obP2tTSxx8IVnxXiTw0eci1VmMIXP0NWCcrrNfBbM4Kg9WpPIREPRW486pkbPGA4drU4X4PVxLuNSTzqB32Y9icKLVYRY/hnUn5Sriqi1lO61Fen7dZcfp48ATOkd48TADhGjuH8vqeyDIJUJZIvUbLMMGVb1zwMmJ+K1EQAEAXe+TCRszY7NxGAZO/i4lY1KOvy1MAGTc6/DGzolfTJojFl+Y+PnoTBibx/EMGg5SeCJ4s4RTDbzS8MoUgiKC05IoDnsHuSIimNc9BWoFDNNyKYnkIAnhmmtXQUpyLRAFW+0i0dts8ryIvsrLPvsNVP4C2YElSJUo+S+otpG6SK5J/QpqWYSqIYJeSbSG4dE3ipYCgG+W4NB/v1jCxxC6RHXEKzUyzF+IY5NEkMrhammxgD7Yh160WD5wLc0pqVB/oPbqPpQxKYt2HJOy/yVFx3AJrZsT5phlm8fBKKgmt1M1GmaxnaF6tZLbbPCLf+RPoH/hxcs9qIGKW5zz9S0iOFF52EcqmOHIcM0BilTG6HcVw7iOpLDJd2IbUX42UbE3V5+3kID44nP4WzGRFPxDIsMW/VUuSq5oS7CvT9qRCCjCfVV7C3CSQJUagaux0HihpgxbOaeM3eOyhYsaA7fJ7+doYlL1zKN/mID+CVXmsJwc6tP4eeBXV5+P//jA7wafmwwtnLHUTBVPlJnasXldnO/SF4kMVeM1Wddxjcz5L12GCKCWUvnluzaefyK5bpYKRMC+O8Effvp/xpXhHpgUvv/JP5T8WuMzAKBXGnqZG0qaoIyG0oTlg03F7C9uGpAhtNdM9c6KD1f+3F7VsibLiGJ2BGjL9pdmg7ro647xo4bgh4vYJN4fvaapuCR9/E79fXAKw9pjbwEUp3r4S3A+msLUK9mFzJ+eNW53V3Cl7QAscYoDXKEjLKiHQwsXN20iOG3gRUQGxwqnfg+WFWwKf1qGHBwxWQwsG4/eGWhVSt8JnhhdX29Ssb2btZ01GypNZuzAOD0poTGDZjaqUso/k4akKjszxgCDcLyWcmPfsnlR7udZ3+Cs12iMAKU7Z7p6RoQshOONAYEDryfgJ5oiMTMk55eUe3xamkPFAxSTv+MgRV1PePZFsW+OLYhBHsqyEgteRh0qDq/D42mM+U3nRCs1kroMg4e1lDdKymIl2WxqoFSaXCgds6eXknXCneO8IZ9uFNrVMDkgXbMniZKIQCpsKVFzsDlLNqOxHQDQPPE43J3b1XtBRGiu7IljdLEGlNFQRmPYdPORlCjMrtbp4E+aszLZnhOpUBlO1fdyQC9uXoM2eTuM9ZNWIGOgD0wqFwC4XYGXhQ0yEVy7BzCjOb4NAifglMbCDhUoStJKbUDew9y4Ab4mCFQkxx46xq0unpFBUaAAHPSigesGMYMaS7VKqWi4rlsj/VP12JtlCx+iJoyl48OH3z8z8K9uWj/9UQy375x/I8IYgiswEK8DAJt63RHENLRaj2o0N6XvGOUwtOdKJgOzTEEyrBdjkxGemF/kZ+c1IhVJscVDM2MxauN4L4r9oCDNJiJAnWcMM6JRPP5ZybxI4Laa2cRcIdRMtT1l+yvymJg/sUdg3IqLutZApbWAGPRkNP+Y1hmT6O0amNmQuOU2vY38zLgUXz+0/EwotvB0MTbwe173x/DHN38Tj2+eyc2I/QrtKQWZAiw4XM/7v2pVyktRm28HBtvE9YKtc3beZ93MAyXZ00fvGCGFlY7tfOrsafw/3/c/YDANlksPWgEcTKRj23SjMd4L4njrhcLe44sqwqBeTsMbp2fiGJkwjpqglkV9AFjFaF/zfa7Kjb4fxVgkrVBjcO9n/yse+I1vnR2jl0qvgYpL0rIZv8+yA8cIREL1jswAwCEBXfGL8wRFDkYB1msQeTTKw1XQPpfFgVu0XqHjRXTvRQn9dwmZHEfGupZmR9v9i1LcBB37ZMvnnKjNLyp9uVAdEGa9TS97Zu6ZCcMQsmyP/Deo8q8Ih54XDUK0avFQcJZD6FVJGKdJnNo9S6Su3gLrtbzIzosmQSuZ681GpL2rlWichoHRjJz9mIHTtYNWhLYNFYextsF8QWupnyivjygIjAdbDUaEJOmRmBz0vUQUaxpKEaCaVqFta3HF3NoonS5nfsXVlcfgJNjAosl+NfkOAETwSkNHX4ji1yqwa2CuuduAN5sQfSZGPRIm2q3D9ZnGKq3hZsKozjEJPpSbJXqipqeI2SKoMlrm5KwD7YmkKVcoa27WhKBtpS+kwME/AuwAZeB0C6I1/HIFEIGGHsQerDTUZibCSgkawjil/hgNHmY4xKK/tWN1fq9j35WWfcO7AFKAnAxQq+DfwXCDrZ6vJIir7U6cr1Yy167OXic1z8glpicw3RErRiaAgBS2Ml0vNv1ZTUQkDg7yMWsz6n16TFFiXbWt+G0bjd/fVNnoHhTM0FwZF6aoISyzCs+Qd9mh/eU6Q4ARAx9zh/jiMyNolcLe5JCY2Uk74hE0ms96XVAGGjyq/5x+xXM1Yrpto3Wp8R+VDeTyl/assoY4twzSODP7uN3cxC9f/zJ40njjyfvwidXrcab38NTxB/AZJ+/N7wWEWZ+a4oQok4XDc9nO9M6QgLb4Lk3eK+TPRAjO+7v9ClMLxjelc6E44wgSMIdVmtc4dsrMaLfm6ilApzKqynou/a37PgFZ6QsSoBj/tlP4MPOdnYd5mROJlvQaqLgkfdEbgI+8GJg8luwRiyaap8QVUTOW1gKLpv5FkQeD0Wh5rR0rgDUUPJxq0MOiRZ0nwEHBe41jL6E8icosDJF5zox3boO8jJuBJEEdU2UOc+9omrwmH1o5zGxSvSY+jaEJYUMWZlmEvWp2U67eEcLWzbHSZjth2Nu2ZBylPdYRrAOWReK9mJ+hLNq6mOFafvCgwKQT4GI43DKMK2O9yb4m/eBSuFzvGLZIKnR0JIeS94yHHlpCFdLI9dpjEzKEDgPhyhUNa6XsknT0axgdqMQCeowRvxbnQr4ND2zWHswemyIhUtflTWezcdjb5+RnMR5rpWRsIyDzntGY0rGOcPOKx9WVxdJY8V1h4B5u4Abu1uuSDHyzj5XrqzdAbU4kklKYFALAp8fg46PUCALA1gVpjeSpoEZLGvaCmBnKaHitcl6HNFAU7KY53RsZ8fFGzS5fo0ZDh0Qf9mwDu+6wuHkVSmvoZPLEGAMW7F8B7R0AdoBfHuQOQ2PQS9DVFqu2QVIbrgjUbaBsL3k4bC/9ZpbJLJ26o98UBWHEYiELk4u+FaFz2TPsepMEF+meAmg4h8w0BbMykESZMoumkGBpdEengUmuJX17X/bK2eB+smj52KN47JvegWf/2fcHZ/fopA+RZo7xa2J6EdGfLO3giEUUAEli3GVfFrO9mQYQFTt3eK5g/MAAtNxR7uoCXuYZMnBY4yl8aP0kMWqmmTCRyse2iLxKzhjE/TqCqdK8JmgivPdB8p56AD/I7zzShFd1xUy/oXwOddZnRB6pS2MOQm2ypnJZKpnDUOhDyF8ww2xTAOflJEVwkoAFsB2Vjii1gqMQoP5t2zPhELsUEVHKRxPL+fK7P4X/cv034URfvfCg/sdHfi9uLx6CDRrpH334dwJgKDD8I78DX/uJf4Xf9OKP5GiOKuSPqjRZ4QUxBIzXRdBoUQALjDjcYf0W71XuCQUAktcQsAUYzpEi+J4lAmIsNbwniV/T+V0lhP2RMI1mtS1ctArmgMAIWOS5JCK4wU+XnipA8H3QOB8TGY2Hf9fX3nd559FroOKSdPMK8Hu/Anjvx4HbJ8DhmUdjZBFmhj4TUYj+xOV7y2BWMMoi8uRxJfW+xYItOlrBw0BjAECwEJOdM7+KJcP6mMAt16sVC2BhlcQdnSV0llBqNAjBD+DUo+uTsDg2L0t/CUGNX0YZEppzPrSW0bYMrVQ+GEMfI+McL4wlarNSNIiWoR8Cgz1jv9kPENDhOSxogitkMHleAlIvdh5mhiIFX7TFudIHos5ObYeppMFbYcVfeGGDg4P/H3t/Hm1bkt6Fgb8vIvbeZ7j3vvumzKwcak5VqTSUSlJJQgiVQLiQEAgQ2JLBSJYNpsG03eDuXr0W7v7D/Uc37V5ept32gl4YGoFBZoERg8ZSWUiAVFKJUpVUqiFryKEy8+XLfNOdzjl7iPj6jy8idsTe+5x7X2YWKNXvW+u9e84+e8e0Y/jG32egFMFagd7t2yjWjWaUxRxwFjATKQeCAEcEaK3QWYumdmh8uXXTcz1Tm+fqrIPWhKrUEoCuGMsFoSwIrSUYzZiVhNYCV/YZVcE43ci7npcOi5kkZix0YHSBO3wNDSpcpjvQ6ARSlggMhfXsMop2Bc0dHAikC7A2UG0t79u5XqDwb4ClcyBrwQDMYo7u9AxcFSJsMAvKkZ8vymhwqsnXAv9lEyFkJHQMKJRlZoO0vszoTlaorl7Kx7Tr5MSaz0GXr4GuXAOIYGfLUKA8DkF109yBle5XJTO4rAShaXkANGtgsxJc37aJXCpBrBle/SYWKmuBsoxJAaPFjnzGc61gFjN0Z5u43ib77zWAaQC3LgcuXQDMvIJrOg+x6/ctpVB/+mM7x/SNSu/6r/5LHHz1e3D08V/HKz/503D1pn/vumf0aAvzDfjrfq8N9/pP/jvBBRV0JuBynnmbxowQO4AoSazIEj81Eih8wGzMuxBgZVMphRhMANeeSTGcgRRMUdyTA3cXmP/4ey/IuppBmqNF1rVeUbAl+DYy0gN+E07qCoiAcRwU+zG6mDY6kndzHb6XKYFKMocHGbx3wyGdWCDCe52MJfCN3S5DJfeNXVvPozjNkqYMBc7wediGoaC8b0/wv3n6v8bPX/sufPTyt12o/pcWjw8O6rDrCX3oTd+L99/9l6g8ahIRxIefvBXIJcwtCGzQB2kqUZGSpfQVDYTjXZ9z/uFCAoWWuL3gEpU94+dmWKNpaWwddKEFwtkLQOJqp+JeG5VXPreL62QMVNELH0QSuB6+60oy0LPhHlr3dY585rbDrZ/5OTz+gz/w+hbs6YFQ8Sro8h7wO94FfOJZxvpGz/xtI68YTK+IaXv6bjgQNIAWJSx0DBqWM6mPAJyqkggwmrMg5U03jtphAMenHJlcRrIIw5mqRBQP/XNbpPBxG3zAUFIWIGdNyIcAjJUt8QDh8eYQvGSKarxZhKR6AKHpJJ5C70Rbobg5S1uRH/ZbP+/uv3PA8XEHpcjn8cjbUDfTmpMLnyuMKFBc9MGucZjPjOTyIMLhpX4uVEUfzD8rxZXsyn5a6NCVDAARTrGPgjrs03G+0eoCrdoDdQIX2y6vgLoGGh6+zk0H0gStvPid936kVBhJUuTa7F5KXJSYeZQh+qIn9RSTGGIKxj84qOUe6Op1qUI4knGZ7EBDFffQRFctJI/FeuWDuKNaTxinaIVwUcCnIpE6jQE7kXyZOcsKvNM/e9COqbmojMFUPJRLhMHfTkRK4dEf+GN407/3fXj5n/zTkVvBZMK7V0HKMxkj60falikmKFWdEo2Z8PCzmyh7IMRke1zH50Jtbm1LQlFDH7KyWyRuTrz1ucn2JdfDEs7235CbYjL5ww4anb9JmVPabA7PyHVltqyVcwSyc+k+BYpA0cIU9AuDtkXLGA2uDQ86AJfsMX7/y//LhYUK34D0S143aaz0HiqXxyqRFqbb1Xn9RCQJ4JLyzlMKvW4UEs9JQ7betks4CfyDLkWJS+Wue6XvSqsskJoVwzYhcXEvbLzmYHUggkBk14xB/fIrr73wLfRAqLhPYmY8dQP41PPilUCKURlh+s/qPmDa340rywbOERyrzFKxKBosigatK9PSAQCqP0lE/GBEEYTgEEL+FTFswlEFfmLVCARI2xFaJxsJcz65Ou/6Yje9Jj713e81UPK5aayYT5NNbOR3rQhVJWhUTeNgDDLNaGapGZm3pxn4ob+8dSEzed+GEHCd1rMrEI8IWNcMj9iJug4jzzEps1JIcmf0jJopyMcz9PVz0l4A6DoHIg2bbI5aE5wjGEPoWhfjdYM7vrMquioNx7brHE5O2t4Fy7nezBurHR+04dBZrztUlfYWFI4ChmOE/DuwTiwXgSrd4HC2gVFSlyIHQw4OhI0tUVINBtCq0gf6MarmDMvTFyWXStdCn9wB2Q6sfbCx9olFEju/mOW7mJsiaOTj7z4joy4FeaQ7zWMSek1i4hYlQTOTlLlmWJsx5IDEbXBngXJgOiISocgJLA0BqO48j3Z5Ba6SAG1tWyjXYeT6kGodwl/So7FIybWNz3qYH8JxnllJEnj6/CtoTlYAISJmxfuSNew6cU2J1gmM19j67ilaQSlAsaxQLmexvOLxt04P6Buc6psv47N/6f+C41//dYlfsR52aEtwbJqoK/tpAps+pUlhj7fvc/KM/GdrztZ66gqRzueMDKahbhNyGwYtpvfJ1GXLgqM2d/I+YJLHD+5EWyFd71OmkfouAM8bKJXXB4oquejfpT4HXYf9iTW4J7qYpWOsL54vIDcr3D9ddCyYGXbt4IKrUfo+NOGFg8cBAI+cPYfvffp/wtXNy7g1exj/5O3/AW4uHr9we4gdFt0p9tZ34cDZfIlzIb1/dP77LxrTgByvNyWTQqwFgCrzOe5qBi9yvkfanq/RrnEoZtNSADOLy9OUMoB7K4Vrnbf2QeZcipyeoMmFo36XggLAVoUIdx0ufd3uvCSvhR5Ayt4nPf0K8LGngU0LOBaBwntwYFbmvnIHsw6VYZTGZcnZSt1hvxKGTVN+Es31xs9zhoIE4PY2DUKpumhs1MRQyepjAGd1AYlpIKQxp+l+2LSAQP/nrj1Ra++p8xClTW17f8zkIEx5JSLJk0AUDsjAE3Fk/MMGmCrfcp4pRycK1CYuR6t1D6kKiHAUkKuYBWmLGZmb0bCephWBIvxGWw6eIA8Nt21tVHZfKlCEuJNh4Lu17IUzl6FpBTfupnFoEl9LZmB11oKZcXTUJO8pQUVKDpQp5bwIEkqgfjei1T5K4mfS+N+6oyhQGmVxbbGCUTL/lOoHRoGx1BsY6tAFgUJ8Q1BX+6hnh6Cuhrl3E2RbEBiwwc2PgCtXsza6thUm3nciEypIIF11VQIkrjspnGp/mzDLafDedqGyZ+5CubEco6GrAtAKVCbCvlLQBweCtmP79pHrUJ68DOoaKNdCOenv6JhnhqrX/XXr05kv98acThiDViZwdK1Jx2y9BjPj+NmXRKDw3XKtFaz00cLqUXjaVQ8l2K2beN/6zina001cLO3pBu1KBAxnnSBb/TYj7jr8xn/yZ3Hvo78Kt1qL9Qe9y8uQSIuWcZzJWZQnFwTRyduQGh6HgcypIJIyXy5/t1v9uM147uTl55rjsFcDmPQVz/MRjPughlpaLzcjZYjS9hGNjX3n8cg87P8OSnzVd3nC7LYend+ejKzfKy8gWaSeAee1cRuljHp4f8GSEd5TJlAAOdysZdzlS1g2R/ihz/wVPLx6EaVr8MjqBfzQp/8KFu3JzvqrrlfyzOwK//4X/1rM5xDj14A+w3z6vgf9jQKIUv9mOFMenA8OcZwyfuFkYL3OYhy80tdyFivRx6DmAsVovnuFD1txH8xinTz/FmBw+/Ghc62o8dmpSUWE6tE3bX/4NdIDS8V90nOJ1cjEFyd/SwMY7UCOsag6BOuoVsCs6KDIYWYaGHIxtqAyHRx3ALw/IQGELmqQ+8lNsa6SGlhotChRGQfrHE7qGdadRliNoU2itBUmf10Dd+45tN5FPPX5D6SIskR3XTcBKeslZeMDHAhAUeTwZ4GsFS2X6xjW+aA/X8hYgPAJcLKDVL501sU+HZ846KDhd0GJLMKGIkZZAVopdHaMnOR47Meqo1WiVztFK4HNg9jTWBO7xUy71dS+zarrx3OzsahrCwL1QsnZcPyljVKHBN4Hv00AUXgrCpVZiYL1RWnCyRmwnDMO93sh7NJsg2Xhk62p4L+f1ong9goAWNEeCnSjvm7KS9irn0me8n+dBW82wMlRvNeu1iNpiIoyRszHTTTpvy4MlFnCtS1skiSGiKBKcZeybZcJFln51EMgFnsSn8TWeQGGoMoCxZVDcTdyM8Bo0HLPM5o51FiYLcXqHrha9ANGPiCWHfTqGIjZrv27CwWYAtg/lBiLYCKzFhwT5/mnkiBiIoJazNG8vEK3Gme5ZtcH+uVIIWJRs00nKE8BeQsCjdhtxsE+zekaru3A1qH52EdHv7/RafXMs1h94Yvxuyypfsw4SSAK6q2uyqje8pAc9kopOOP3C0bvgsLJvBuS15aH39gySPGka17+jGdatjDEcZ9S2Kn15Y4FDrZAvzcT5zkWwr2WIz861ReBwUTPgBGiayJrFojTLvkdQWjOFVtuImYka4cTwUJdJO+Fw4XcSDKru3+v6edJF6mthaFfX+fIP5mFSsmBf4EY76wu2/l64nkqGu/AxLsdQfIE4Kvv/RoeO3oGM9vvOwoOc7vCm08+h89c+frJZ7/tpZ/Gt9/4SZyVB1jrJa7VN0cZqMPcjpavVPtOBDJeMEoEQABieVYsh/eXyxtK5TCygLTP1g66Ss7OjlHf7aDnhGK/gFLKh80MFIetg+28IjgI2oOcNnKOZAwFTKXRnLT978nfoRVt9FlPv9udLltK4daHfg7773nX1nteCz0QKu6T5FzZDsQmcQOMobslhYzEyo2eVSRWCfmFokCxizpWHpKWE2tGXmnTAuuNSMdGCySqJDgD3ERQObMkUGtqC6UJWquE8ZeEaUGjokD+sPQTeMu+ZS1H9AZrRWhRCRNPyYYtQdHe3UaH4HCxcoS2EEQwaH3wX8jMvdoIehGSHBxAL1B0HaNpGeXAvDkM2m5b51GR6MKm5RC8rXRwjWIUhYE2969ucQ5ysLBPDsgAts42+IzjGqTEojMP2T0HG/FiDlw5YDiWBHsHc8bMMCwIM21RGecRtHrBYUjhsmKLgltosjFvih8MABLjMFUEN5u8YVOuPezRjZSKAdqjdngLBiBMtOskKpWMihDHu87y6AceyjI518FNC/Z5IMAMshZUljHeI7tXabApJIEUu0T7KGsizK5eLIPA0JpSMpBzK4IUdeC2mZQ8h8KRa1o4L1DpqkSxv4DrLJp7qVZx+5wxsxK6KmGbFt2qjv68UxRdyvQFOLM3GIWkituoP+AxrVWdVAJ6xhDjZ+6XUt7WMfe8d1huduzWmj3PHBPHDd1WEYCugpW26cN72DL0LJ/rQb/DrfOBzNRbdgk5U+ibI1p0b41wEG6DMJ2fYEjnLWKIYLFT+Apt3gGPeyHyCopz6xpSUFIN3tuufgUrWQzypdE22e8H7BnbgQCbIYOdw5CLYMo4tLdHWdMBwE2pw5mxbI/xxMkXoeFwubmDy7gzvg/orUqp0IN8aQT2IXMRpCDYY4ynflFS6AOmHaJ1gSdyqsS2aGw/ADkRvMOlxH1J1oLnP2iwRtI6Mv7DRSWlA+GLe1+Bld7DY+vncLV55dw52+gKX9x7NywU3nb2eSzd6fnrhhlkvnys/wOh4j7prdcZL93LF3s/cTzTAFkHygeUERwKZUEEdM6g1F022RTEX13mfjrh5B4XN2zxfT9ul3BRgJC4C00hg64w6sdnwO3j/jQsC+DeMUfYVEXCrKfuT8dHNTbr3r2jrDS0UXDOoesCAhCjrCTro/UNM1qh60TxGiT/4AaUui7RYNNSSlymwia5XtvMbShlpoxxqGYa1jLWa5uVaYyKY3TpQAPQWezAemNxdCw3LOaE5VLH8okoClqnZzYbj7IMQk/6ruWDQLw6nJ02MVNpDvPYYHlQoZoVsR5SkiSK4oYTmOZcsAEDm00Xx3w2NzEHSOp6phTh8uUZdOJjvVyK6eGVW20ck0evA29/POTC6FAol2x0DpXukj5KnE6RnYT9iVC6NfbdvThLLWnUehFfxmJ9G1zOgbPjeI1lIgArMZUzwuGp4uSO7+JsBVf3GbuJSDJuJ2MWBoCdQ3101s8FRVBVCTIqQsru2pTb0zWKvXksVxUGBKA7PgGOT6CKQqxsR0fQDz8MtVz28KEArKnQ7V9LODMHsk0UIpwy4OUlmJM7CMAMTpfgUjJyu66FwhkAA5SQVOt3b/V4vymFeXH7HupX5ACfPXQZl97xRBSwmqNT3PnUFzAUq5h7WWXx0CGWj1yJv61euYezG3cmuZd07Pbe/9sQUvbNb8bi7W/H6otf3HlfWGuR0rnI6X1+bW6R0S6qgWYIMxaDuz3TOOQVQmJ7Vr17W2ibsw48SJrLXmngml77m5Zpcx8rmEW+T9rGJb743EN+euYtqytopgnihhWEnwLgimHP3CTDGxRK8GOwa8zYo0QBw/00vQnRUsNmWkkRBQ4vVEX3k/A5bDmpcLKL16Oc8QfgIYfDnJk+46AoC/4Olg5nXe56lnzO5lr4npxVU+dLuo+mcwEAmASRzIFwr7qCpw/ehf36Lk7KQ0QVPCl87+f/Nt559CmoSo009tk+PRV/lLXNv2eGuI6lU1CxWCzO45IniErKsl1n9XUMuxLLMCWKIj3rYV8nkcm0uCppn//JOQfX9gtT6cSdj+X+KdCLtE3x+cLg77zpT+Hz+++Rstji+770I/jao4/h2BxgrztBOhIE4Mgc4G+8/S/gbnUNADC3Z/jh5/47PLJ5YSI3SDI2RHj4D/6+HaP32uiBUHGfdOskUcyCUHeMQouvubg/s2fewutnGNWvLMcKjdUwykKAOF30QQQATTkTzgx00FBgEDPOutlA8CA4JqxbjaOVxtzHdaQCBSAxFHGDYYZjwmZj0TQOZanRNjYTKACgqS2Mc56/kY3JTGSqtNbBGI22ddBaQTI35/EaU9R1IiCUZZ+HYde9qnVoJ5LHhHoB4OTUghSwWjns72kYjShQAMBqzWC2qCrRItSNg1KEpnWj9jYNQ3tFvO0YDLGkNLWFUoT1up3UxAQ6O67FwgJhSggKZ6c1ilLD+EzJnXUyphboGgulFZzjKFAAktW8rLRkQvfjrbXC/n6BofJ8s3G4fEnhXW8zePFlOWFEoJBGFmp4Skt2dkMOAZ2ipAYz1aDhAgyCklSBIDD23b3saeUsSqxhyWDWHKNsTkFnx8D6DCgreEkKSFx6CABbi/buEchoqLIE4PMttINgGCLYpoEqTHTf4a6DMhqNpFnvb3cMWzceWtOJCwKSZEpJA0gRutUGqjTepWq8Fbqui3ks7Msvg97+DrjFAajdgJ1Ft3cVA50bWBmQs3Ak0LfEQLd3GXpzKrDFXqAAM1Q9SIRXFBJncW9C66cU7GoTBQoAuPT2JzI1WHGwxP7bHhM3HQWsX7oNdg7FcoHmTGK1UoECABbXD9Ecr9CcrnPBgihq+RiEs898atymNzh1x8dYP/fsufeNYigSF4WoKQaEAdyy5wUF0YRH3jQ5b53wgcLDwnhwbxRwlDCGPAFdHTMsX0C4cS2jWzsojxBlW5dD4PokcUDP3Gca2BEAWs6F67kSwQLD+9IvONdiwVbez4UYzylXqMTQGgUKjN+5VIZsuU8KMSlTGV62B5sAxtp3UpQkqcwrJdWDT8S5k3Zz0GX2/QkMZVTudRDhK/AtXjhiOxAo2Cs+rFz++OE34erqJr7/M38Vn7z+fnzm6vtQ2AbffOPDeOc92Q9s7aADipgf310CBZJhEcQyL1AMBPRQHk9moUz6nspMyVpR1WAs0/ekAZqRzGVFYjlL8kjE+xXHTOqqIFEPWwc04gLpul6gmLJmsmUvyE9LoOnzH730rfj83lcmXVf4X574Qcy6Ff7+W34Yv+fmT+ItZ1/AaXGA2+VDeGL1ND788PfgXtnv5xs1wz965I/jzz37/xRI2i1ADWwt7v3qxzF/8xOT7Xqt9ECouE8a8DFgVmg6xqxg6OCDi3xzHH53rNFawsLUMRgb8Z6hllFma7BM2EHUW1CknNYGjoGzWmeJ7VKKCWmAmInZOcZm06Hd4gJRbzqYwsQ6FY3h9dg32zme3gR20NDykFKm8cAATnULOQccHUsW66Pj3Dc/0GrtsBq8x20W1vWqD9Kq6zYTvNKYiin/fQA4Pa1ReDeLcPA3tUVT9xBy9aYPuAsbuy501m4RZPq+GC1xLCNztZNcHmVJeNsTBlo50EBQHZKLCGJiVZvrBgTGTOWqTsP1SEFHYBR2g7mHfe2qPRT1c9KQzdrfIxVzYplwmxrciYDgNklsAOXzXy4RuLPoNrUEF3viUbCPCBMhwzQ7B9JqhPAEAKQVqkNJXOfaTqwUIy0n559FOgRXC2mhGpRLBJCB84mh4jPawC4PBZbWBm5PLIwjMmbkuxba5RL0ATJ6lKCOiLB87CEJ9LYWs8P97HfXddFtKiVdFaCzTd+H0MLYDEb38kvjtr7BqX7xRg8SMKAspiDuz+PFE7TWzrqtAoXct5M3zqkPXJi2elCwRaXzc/zsFJ2HGNPXgT7eYgtNMtUXKZp8vMoFUH4uIohF//XzYiwG5aiSMkFi2MatxXBIOiuFDn3yeeAGOSxLfOGTM3yLMju4xUTLCQCbBWZPtzmdF1HbPslcbnm+EbXlB575Z/jAl34cpAjf+uLP4ltf/NlRGcTe2hEsO/Yi80H2RbcFEWl4a0Zb4H0zyxLtfn9EBF3qiKhEE4rScB+VGFvhHI9dRrfVNxBEh+UEeqV4CAoWLrDkRHDQ+Dtv/08BAD/16B/d2p9YHmncrh6ObYfxdQybagxWX3j63PJeLT0QKraQdcC//gLwwh2gMow3XZFkd2d1r3US6jXVvWWTsGk0CmPhc3OBnYrwr0ZZGAV0TqHMNMf5hmFZi36Yw76gEt9sivc5R16g8YGEWyZx4FW6zqHZOBCSfNwT5uu26WA7i7ax0EaDwDCGQNzHLShF0UyfBwaPd4vgXjO6NpD2M99f/9d5E2lw9ZnaNKJrUsOwieYguEil7bM2xIgIQ0++H8O65b0yrHXYHkkzFoD6RvWH77Z7Mteq5P5ddPly4XN+5LtWVQAHC4mPqDzqWMqmczrWoe3hWaxxQMcwroOlAi2q5Mb+XRhbQzlxlrC6iscr2Ram26C7+ihUcQfq6FY0dUugipEgta4VgWAQRT9GLUquAxES1Vnnx1PiAtLNmZSCmRm4rosLlX00fxoESFqhXW1gZiWUMV57N4SN9J+1hr58GWRbqLsvw126KgJFUGNF02WyMdgOytYgZhGm5MSTddI1MdlfOv4AIupTSq7t0J2dga1FsTdHe7aWxICDfjEz7OkKdiMJ3GxdS1yK1ljfOgID2H/02qh8WyfCivYuGAyoQkcrnbp8ffTcG4lOPvkpfPG//atob93G/te8B3Z9itUXn4570pTbDCORcalfl0O3J1AqgE1TGox6UUqnU7rKtykwLkRhCzyvLSzMaSpYZcxvCi+bDp3fd5XZHnAdGJ3JrOXDey/aVR+HQCH3wFS5fhnGceXtzOdW9Lg4Kfzz58VZXFTmGutSPINMIMVwVt6FVgTnrUZDgWuIQuga9gkIAagx/Gw4+6LbESGB4PVa+gAjb3rXLHaMNGFdEMzuW8DUJOUnqH0j7V6KWBP3ucH5FYSD5L3sOkNJI86TbXlf+pvzOuAApjy+ZmfulG1DQoCutGTQtozr7cuJS/sOYsbXHn8U33TvX+Fnr30Pnlk8GQeD2OJq87K/zXfKJu8ynP3cYvG2t5xf16ukB0LFFvq5TwJf8Mq5qgCOvTKVkECN+rku3hUk5mp/l2XAtQbzskMHDebeLtq6AoQWHRXQLPEUgQKD1rLxTKzsNmHPKXWLTVdGBpcBnDVGNNfaobUe7tSbyClZiF0nbknGKLQkVgWBHBXXl66zMEZiHOp102vPrYOzDqbQaBqLsuqnTWDMRbjp/YAvQkNzbsrwpmUEgQIQYUDrfKWmm2XINpsfwgLZWlWBse8hXmPdtg9Cj2W1ck/bWnilURoGAKUS7O0tm4f4NzPUBMZ73++kr976YTsR5Ppy+ufLUuPwUoGqZNw7pgixqxXw2HWgMIx5YeNz8C4sloHWKRQqpNuV+WaURYkNrtMrUSOm2YLYodGSg0GRBRFB2Qbaxw0wANWt4LzLj2nXArtazuCuvgnQBur2DcBnxiblUXOKEnAnUnuq1UOuvclMeDGwKHETIHEja882cfKQFuFR6RK26/pDyp9EqtA9I+4Y3apGuS+uaMP3o4wGlELxyCOS9RsAVifQTQ370ONQ7RquSKBW2Ue/gqC7xErjLEAMVhqq2UiCPABMCpRhijpgvZKg6BBrYi3ae0exf3pegYxGc+8UqxdfxuKxh/vH207iQfy74VYED25EiGuOzrAyGouHLsdnVreOZPxCn7WCMgq6MPFgVgaYf+3X4Y1KZ194Gv/6j/2QWHqcw+lnPtm/6y1MITNy18JEsBi5nYQ5FgKSYxmJEHLfAkUvcvblp5vTOQVMMKkAeisBsLtNFj13MBQohlxDqCeei1KHUtQzteFWFoGCIdm8rXbb+zI4H3aRUiSWD8L0mBME8pfQn1E7mM+YaG+qTQkDOXo+ZW7vg2L8zOCdiBBEvdsZA2Zm0G266XPWj6Vdu1xgC8wwUT4vU0sUo2dCs1gNgBsGV+EQTp7xwfjCoOfMdhbHMBinmKneI6nF9hD15SvZz+W6inxBNtxboFNHLq/J/apUceyUkYzWk/MsCEs7hJaYVf3C0mMiiBKhqBS6usM3nf4SfmPxXnxx9uQ5TzM+s/9efOetn8IfvfG38dff8hdwVIgLVOVq/OEbf88XTX2s53B9kcbhN33Dhdt7v/RAqJigTdsLFECeB4sSgUL+9n61+cQS8aDu9CAwVnb7jjUKMGpXoWOLUreInCk7cCK1BkaYwFCkMNMtLCucNiXOmkIsGAQsKoZ1FreOKOYgCH7yzkl8AFtZvEWpshiG1WmDtu5gW4vgyjQk50QgGW4Q4V7nJzHhAhocYHohs3cl4P7CcO+U5HJ98rwYxJygBU3t603jMqFgSLZzEFAsLywk/Kj85exZaUPf98kuMvs4k+3CllI9SgQZBaUJy70yMuGzmbjm2E7iP0yhUDeM65cJB0vGuhZ+Y28OFAYwKRSm/0AAKtVhZjpocnCsMFMblKqFhcaShRmNjwAouIHuWhS29koahdL2rkpRsHAddFcjq5QI7vAa6PQeqDtN3ovXvhUF7EbMfiH2IfoZe3el+IwMkh/QfPyZGboqxI1loC1TWsO53l1NNEwTMUFNB7O3jAHYfT8IarkUgSJtS9eAzo6g9g5BzRk4uEG5Lpt46VjCWaBrBPEpXFcacATuGpDtJPakrEBdC/ZuUN3xSaaOFNN9ATIa3dkKp09/CWYxFzjdJPGIaG0F1pKIUO7P0RydYf3KPbSnK5A2sG03gqVlJ8zecI1vPvERAH9+NHZvBHrpH/wTGRvnRgncyK/3IWUa7UBbGNxwBhARmAZM9DnBxtso+sMn7gtZ/NZ5tOOeKFic164OYN1Dt4qfeV/GVLnD9itNuVtY1A3IvbpUAlXb9e2ZDJI9h4aWctL+XcCf2SpH8wtuMltph4Z55z2M3MIzUO7tbL9WEg8zWO+ZJTaMa6EkyNeT6xhu46LQM2QkRYCQ4OKYP3fL+G4FGmjd9LnuGNAUoX5TgTa8A3D+OfRl9JdEwZe6OQ3nVfy8bS5SQI9MznC5LKAByTMMiDA6HAvq2zPZZ54QaLywsVOwzOVPMICX54/jZ6vvwMvmoelnsucVWhh8/NL78Xtu/ST+06f/7/jC8t1wUHj76nPYsyfJrdMw1uwYN//JT+Gtf/5PnV/fq6AHQsUEDZlO7xkh5OdpmK8hBmuKp2QGOksYu+xRwigQGisZiY3XIFvW8JDV0UZBSZkAoMihcypzySHyVpNMWzbVLgkQttb5jZai72wQDLbSxIJJbw+WC43hPTw+pNNCB/dF+WrbxpfcxNzfKG5KjEJpOMc+qFkSp4lQIJuNtbIBB+YBnMLYOihSWf3BBWtr27cyHP2mpFTQHqS/k1heyLuZGEHdMj6mgggoCpkP5VJBeCNGVfQJBfeNT4R4jhw30w0qbcEgFOhQqQYKLMLDBFyEci0KK/eAFPTEyyBmoGuFaR41gGDbbnKTcdbFwZ2KjRhOlF1zUikFp3bM2XDfLlhUQsaUxMsT1wCAXOcZbwZ5wUW0ozY8mPeBCOQmTuto5rP987lPw3RfCi05VzoLu94AqCaZukAuif/p1g1su57uG/djnWkWh2hUbyByTZPtJxnThoT5yA78cTIydoFB3M40pIHQjl3mKppS+n5S7fGgsHxf2bkX9uW+7rSLweYL3HNe8dofoNOewBem4RiGfXcqE/h5bZuEEx8ymGHaDG9NBQv2F9K1NHko+/YHDft5QiEGyQgZvVC2RVhk19/zanI/BGv99G/JnrFtzoazNCSX8jQlFFxoHp8z56IQnLZ7XJVf0FuKeo1I2uyQ5aWY6tdN8xA+sfz6C5ep2aLqVqJw7Nb4quNf6388b575NqTxea83PRAqJmheApeXwF2PVnm2lpiFwpBo+1mgXQGAiFEaoHYEo61IwwR0Dlg13h4Lxrxw2eZjlEDInrUFNp2YQggMoyUgd79Yo+M+QNpQ53cwWSWNVb0rot+z1jXhrCaYAqBNn1cixho4YUhvvbyOgcJB8620AtokO/fwwPP3dq1DUQ40wiFTdmASB4yJQNKmCyusYxrFYTjHaFqLstye8l7KlJ03PO+YsTqpsTprQIqwf6nCyVGvhd2/NMNiWaLrLI6PNjFDeGAQiESTVc4M2sZiuSzj7846NE0fWJ2OSz8GKmPctFEoyl7DXVY6BmzXmw51LTCuh5dn0Z3MOYeiVLF/m7UkvlvMgbc8pqCVD6QuGIWRuloLrFstyiIFAAzrCKVJT3uBHL5aHoHghIEmgNhhXh/BcAdLGtZUsf3V6i6qzb0o0tazA7CpouY7MsNE0J/9NcG9fsd7+vfkHOzzz6H52Cew9+53grRGMF/DOdQv355mpPx8UVon71oEENKSITy49YT3oOYFqLVZMjzRdiZWAa1R7C9gkyzSgYrFLJ6YqbkeRHB1DcXiPkYEQBvwYk8AC07vwpVz8GwBsINZn0bBgZWGnS197AVL+4lyHiy2gwFtQO0afHYaOgAwQ+8t4eq8X6QUqkv7CDEoac6OdPydz05eH52hPV33aE6OJYHbgLHQhRYI3daJm1hCs696H96odO2Dvxtf+h//tnxxgNuwz/ZMcBi4iQQXJgPosp8Ldu3ElYeAYr+fm5ng1jl0Z8PgUxZ/dp0zW6mlIHxm3c/BqQDLKRpZQs5LnIdeibKTCNAL1UPVhrawuIwo00Nvus5bM4JyJx2XoLhxfbl5W3jUlmj9vwhRkN8pWlbGgbWQcQl7jd6ifU7KGinAtgR0g3O330xrnQgWbF2vdJlQTrETl1dVqIm2jfORuMZDyHtBgQBQgUnUr3hmafIWBc5dmPLubI112YGOKm5UJh+DIKePzsyIJunr1IlrrJ+bW2NaPOmZZLYfJfbTMm/hJBA/Wvw6j4LlZJwo4VnSPT/0m7RY0eLzNl9nytB2F6vQ5jAVHCI8sDIqxiO1MPibBz+Iz5bv3jGwYZBkQh7Wr+CHnvkfcLW5NagUEXmLiCKy15RVkp3DtQ9+x/l1vkq6QGTI//8Rs7hApWSd+K53FrAuv7duCQzCyUZ5xj0IFEIndYF1q+BYnm06gOCw6XQUKACZn63VYAZal/hcAejYxECegAhlHaHzaAttB5zVcp0ZaFrOmPu2E4b97p1eoABkQ6w3wuAqLUGtzIyu6bzVQBZ611oJ2q47NJu2d3UiJAHDyXj5TWsoUIQxi8oVXx+zZNxuvGAjcQwc29h5v/zQXnaSHK7etHDWoV63WJ0J88WOM4ECAE6ONmhbi9PjOgoUfVv6ejarFszAatX3sWlsdr/8HVgcFMXkOqQoEygAQW8Klo5qZmCMwv5BhSIRnpRSMT2BUoT5wsAY4K2P9QLksnJIc7UVilFq8RUoVAtFjLmpcX12D5oEU65ULR6e3YIilyllZs0JNAvjqdlCdZJ8zTRnmHmBwvcW1eYIsB3Kz38CdHJXNOptDf3Zj0PduwXcegl45ilwU4O7Fvb559D+2kfB1uLsC8/ArdfC6NY1zr74nCAUMeK7ZyeZsIMw4JrOH9giUMT5RQQqdOyEKgxIKajSQFVFr6XSid9sYVAdLqGUgpmXkQknRSgPlrGMnKivT6neTWaxl7k16WYNahuozaq3UgCAs1D1up/sTgLHg6sUh8nUbsTaIxMDWCyTJhCUMTCXDqL7F6UZvYmydmd9IAJpjXZdoz3Noc7IuwsWizLOWVWofkzNmLFxR3fxRqX6xs3xxSnfcaC3MnQsMKrMcI0XKADZC8+sD58RRiPEXnWrLWg2PJJjc01x+GwR18RFNMlTPvjsFUe7T/YtKmdCPwdmqi+D0Ls9KUSBIpD2KHQUgmqH/UrKTcsK/Yz78avQCo8yf9uxhnYoHGQWqaTOtP3ZM+cpzZMzJKuaB23hqYmQ3S5B2H6/c9afxRsL55OqspPvNiAnRetEDyNMRLs17ASvVUKGQhV+mnp+KsP6iGwYA47B3DFuI3yeEmbCO+O+DAzjHJKqVUUC8aoJVCQ/GC8IEwmyV3iUPFys8ghh6fsf9Im8HliXuft5BACACGd9XMSgL+n39P37elznPIwu46cWH8RTxVeMx2NIvgzjGvzAc38DV4YCha8rc5NMrVjDvYQZzc1Xzq/3VdIDS8UErRpgPUZehHNTZlHR5Yr1QuF4o6AHng8A4XhT4mjdKyluocLezMGoNPAoXQj5d6/3AOAZeWK0VgQVZwmpNSswpnYwmdrGYbMFvvXseJ1p2gFIfEX6fN2hax3qNUCqwcHlBbRWPjt2n9Stb8d2V6qgCQqCRciknf7etg62s5kQ1LXj9k9pu6bo3p3VpIvLVBOdY6xWbdb+yYMjoZAfYFsmbucclGcqF8sS1UyPN+pUUCHCV7yjSgJGx5naQcB+1eJStQL5uWHQwVCHRxd3gEEelLQ67dpshhnugKbGbHU78wYJf5cvfBpUr6Cf/TQAwB4dxQYTANx8Hvz8M6hveQY0CGubGqefe1rum4Dnc02HLlgZCDDzSjRXHiFKmUFMAxF0VebDQAQzK4FZ2VtRJoiUgllUUFpBV1VyPbe+RWVT0ScvnFjY4gJZr4DMEdG303YJhCx632ptAHagzRmGREUJxlnWBz2roGcV7HoDe3o2akMsPy6qHm1sJFBELaL4cJcLGQPb9O5vw7EAgObZL0zW+Uag41/7dZAxIsjeB7lW0HOGGXjZAt1pvg+dByc7Vn1vofvxMttW5TkCSXy3ud4qh2Q1/X0yZwFowetPtbtDl7vAjNpEgxyuM7Mk5AsMj4XkCBh2awfjnXdky3Ue/JaeSxPCwk4oWhrvWZNVOvTB1Ftv2v1zeLpbd7kLsxVNuWsGsMXpx2GANxHIiMA2DCKO7zMOwNh6EZ6/L2Lkgd+ABykhb1HZMQBT68cKmpdKsrsPXdmUIYm/SIWLAR8SSFe7dehxTk+4yxFRn48DELl8m2CxpewQb+U6B3TA0wdvAe80/8SHAQB/5Obfw6Ob57ffx9iZ9C4WZwyOPvYJXPvObz//5ldBD4SKCapMEBUG5M/5lN9n5hgUbbQEyp6cAvt7Q9cOjmyH7Rh1B9QNYW/W+/JrJT7andNYFIPZwYBlQgcFgkPrDArN6Byjc8H/V7aPopDM0at13oOuHZ82Qft/0X08GYocqedV0jZ3okBuAjrPWhE2AMQg6JAQbrc2hWKdU/dZa9FsOgAMbbS3hkjcCSmf+AYEU0i8hjYKgV8IfaBoBldxc2NmlKVGWZloKShK5d0QcmZDa+DqIaFuGMuZWCaU6hGemAUBrNIdGIR1V6CkBgUk4BoiWoz63I93Xx2TArPt72CGsg2o2QCmHDFB7vYrkoQxXFeE7myD7mwl47I3jweY7Tps7p7BNR10VaDcm0VXpvasRrdpoTRBFQbduhZ0saoQRJi6hSokKd25B7HRHqkI0U9UlQVc20keB4IkwvNafXYOru1knFITO+fzgv1/3HZ9f7fNdydB4kz98c1ScD/oXQNyHlJGG/+eJs4j16t3yQs9rm0lbuUi4Aehfr9RmVmFprUo5hVIkawb0Y4E2DrEoNVohUMUTAKpvYML1/1bjcrrV8dxO9tyAyQADWFMJPg0Z81S9ydufaBxeN3+M2lxQ1Cliknk0uc5uJZvYYK2UVRuvAq/+PPKzdoxOUFfZdkAAIIqZHxYlowkhORkX6L769fOcaNkCUIEoniGe80zZQsWI03zl4PSYc0UYqGtbnhXQpOMSa+gm7y+rR9TZaUQrhe1lgWrgndzIwActhQrykUqCGrgFjX8XOsKv/LY78HR7CoeOnsB3/jCz+NfPPpdQKFxpX4Zz+0/iYo3+Nbb/xyXcCzPDywa0RIxNUbqgnMr3RvSspLzXIWzxfG58ySMUVDaKh+EfmCPQOwuJlgAWLYn5990AWJrUV67+rqUNUUPhIoJKgzwzV8BfOSpfn0FbbF13nfdMyGbup9TbUfY1CxWAwIO9voDwFqg88z7qU+k2xBJ/oTIrChoxTCacbwxOJh1vbsNCK1TcEywLComrRlL5bBqGM5paOV9L0HYXwJlQbh7JMx31zmcnjaeQWUE6woA1N4sQx5eNhzAIbgZCIxHqiFQ2GxaFFWwk44DG+W5waaWcLX92HDvahWfE7QjGXtph/XQtk1iRgrWFGaGmifa68FCF62CwMMG2NxQD5EIKqf31kkbxs6p4iKWxIA4jpm8pUrRCinl3Uf8/jZfljFGhHxbioKgFFDnXlq4dllhfwk8ehWZhUKRxE8Y1eBwtoljOjMN9vgYJVqc4BIcS+5rTQTtIVQckQRbZ8wSY2OWWLTH2Qsqj29BrU/gFgeAKWLH+cbz4Nu3wLMZzN6emOXrFusbvRm1PT6FnldwncXxs7fgQmKx0w26usXi6j7Wd0/RHA8yD5LAt9LcxxxYB2vlHevCYJjPIkB4qdKgWMzjO9NVAdd56Nv0HReJAAEN0loS7/nYDQCSAK8qcsHWMdzZGdx6HzSrALageiNuSqE8n68DSuBn00XAPgCLNqv8NHMWbEpwMZPs3KFO58BnJwAp0LJ3g9JVBbc6A1kLmlXgzWDSpDTgIKorezK2XiAxRHDW9u8GMo9VYcTlDIDrLHSZHw2L933z9jp/i9Njf/IH8OLf/zFsnn/RC/02YxCiUDmRS8JZH4OihVEK+xxbBjTBbhy8B6H3Y+7HP8QF2NZCXTL+u38+oBslTO9F+HeGtNtt8Yl/LcQOPaKNZxJTIo+SM9LcTwhFyuSoTwRfHimoArAb588a5MLsfTV4QhCi/l9Q1pESl5lwg4r3BARB7jNbJ/PifgWqSWXV4MWKsoLB4WDk/N543qeQtpT8Nvzsy2TCCNIYgFdETAgIwQ0sbAMEIEFGiuVPzLNwhZnBm1TbN/g9/LUAHMPOFF5aPoGH1jegnUXIufr83tvw8NmX8CNf97/HK8vHQOzgSOMTD38LXl48Ki6jpKDY4h2rz+LS0akor1jmZJhnZqai0MjDHCleyCeN3pVxgkgLHxRdnSiJ7xEXEejM5ZSyzNgTJcI2XWbttJaBSuNrVp/Ab8zfGwYzjpqCgyMDMPuEeBrvPv0k3nb2ua0C09baEwtJvGY0rn/Xd168kPukB0LFFnrvW4HLe8CNO8BTN4A6MRx0HuimtTF1XPyNIdj7x6cS11AWohg8W0t+hRDoTUSoCoAGSVOsI2gFnNQVWquxKDsYJcG3RATH6U4jNCvYu2uljD1hVgmfc/dug9VZ6xl0AgyJkNNaNEk+CsAz88E30rlEA8IwpFDMDEzpJ3zwx96hQXUO2WHBDCAGtvVZqa3zCX5895x1Iyg9MKMZBrugF07qdSNJ+rxGPARfh/p1odCsWyitYHwgqussTGnQJTEcu0ibPkgzY0pCWyyLv2dAHlGEqsqXmbjKAQf7BnsLxqaWemeV4JGXxmEIVKRJ5srl2caPhx8XZlhVonRnuMI3saElGISiq30gqli2ZKYqKFgoa+GUQVGfoNjci8KDbteS56FrQbdvgBd74l538yXgjggPvNmgsxbsGJsXXx69h/Z0jfpolTGtANCebrACoz2dYIgZKGYBrKAnW7co9uYolgu4VoQAUkoY4FYsIMNAO2W0BEUiZ3Syz0bDwVuTkpfi6hZklBwqcS4Q2pdegtrfh95fSvxD2/SZr+sNaLYAFkm+ivCkFaQt+LwUkZwF12sRSJrGx0IwuK4BY0DajNs8X0A5hprN4NYbuNa7rinJNk5EYK3BdS2B3VauwXImCAOCgsWpqyN5WOZSR8tg3NYUgUhh8+u/Anz/nx6/uzcAFZcO8P5/+qO48ff/EY4+9gnc+tkPx9+ywPxhfILXf7ATxiW4g4REdtwlAgXnAkVeENAedVCVEoz8hDG4EPT2oFEuYcRfExHgeRfhsTUFHBCP5Y/IvfYuIRyVJSLgoA9YTdTPpP3em7jAZuu0JNjNLjX6BdufMvFJnooU+l2sRAOlFyO5p9+rY9HZIrhgcya1auOvkwJFLCOx3thesJFh8hrvhr3wR7mmfKo83y+macsYa/+8yxsarJeTmng/L4ZugdtIdFiEZ/a/Aj/+nh9CYWt89Su/CmLGp6+9Dyezy3jr3c/g5b0npHj/Ym7uvyUrx5HG773zE7FMkSvIB033/SISIUsEVlnEpJC4dbq+Xwr+ZhEs47k9dXZQgCXu5xJDFKyuSwOIOB7QbO1onBwIz+m34kOXvitee/Pqi/iOmz+Bm/PHcKb38fjqaazNHm7NH8L15mW87+iXoXD/HiUA4pru9bkWr/zEz+CJ//hP3n9hF6AHQsUOevM1+ffZG/l1osAEA7s2nU0t/wB5oZ1lVCUlWaGnnw9b2aYzYCbsVR3yfSid8F6hROmTaWGMs9OcEZeFx2jrdgSTGpBHIlJM8rNjh2pWRBz7qtLQSdDe1KY6WgT+e6hXBCWOAkQfAJk/GCwV5zH+nfdFC23puEeICi5TzjrUnY35LULg+UWp9yee7nOKBLKNZ2AWwVQbhaLIfwjvelh0pd3oGkg2KYCh4fJ8E1ZEXlYmlq0C52QtFutbkjehafICmUFg0OoEWK3g7uRBXa5p0J2tRzCjIsxZNKtpTXp9byUJ5aaIJjKyeiGBSHIzpKTKCcab6Nz5EZ9XE+1ggWilYvzS3MmJICKZQoSKNhmzJLN2L4p4RnNLe1S97gO7gxCkNaiaJS5QPRERUJZA10Iv5lA867NvV6H5DGiFZoAWNUkTGi9SahSzEy0563H8xxuJiksHePOf/iHc+If/OBMqAgXN5tBlNfvTJV+AfI86b94xJI+A8sz7fbg7Dct5vdxySOdB18PYAlEaDa8l+z0SRjy9refBAEWSNTj9mQiO3fljdgGKSgXChFDQt+fVDXefC+n1pImlt5XSOcauz5A9ORcnCs0s8hNbXtTEb2mUyDIDqF7qBeuLkiPCC/tvx8lMErX9wvIPpo3EZ669b8uDVqzAnpb2TKzuoS3+PxoGnMf+jl988CLI1/v0BMmVhl7AzqeWnF1aJePX3zDFVzAIN4pH8UrRJy59z9HH8bazL+CdZ0/lN58MFB+vguL6CN+1loSqXyZ6gP50AXrksP/MzKgbxnojFouUQnzCpg7amVzTLpp5WZTaJ2HLNzt5hpLPlhVaS6hbhU2n4Vy+ywWtd6UH6grvTlTNDMpKYTYvsNwrsdwrYYxC1zqJCVAEbURzH4SFcl7CFAZFWaCclSiqAqTErafrXLQihOBq5xGv0sDsoTtTPxCD8fKSktK0NdCNnUOzaSUYbodmL/qnMjzUonx3Vkztw3YJzxc23a3FIn2P+fPjPlLQ7njqxyS/TytC2w2yerO4WQREr/4nPy+I0FmVH3IsgdnO2/wZCgwFOIuiPUPVnqGsjyW5WizJt81UfauYQSd3oV/5EtD1TCmVeWxFdDUqC6gBo8/MsHU32p7Du6DEnS4fNLEYjcay0PF6+M05B9s0cHUbM4am9V80zkcvZpMxClO5G9TePsp3fyX0mx73SrpBHcaA2cGWc9jlIezyEF21gC0q2Pl+Phbhee82lY4/2gboWjC73Csi9H9LzozYdi/UUNHrioa5OWJZnM9/AFDGQPn3qmclir05dFWIm9nbLoBS8gagS+97bzaOznLvwsTjdztyoxiQxFS4iwVYE6JlI3v+fpiFoGnW3jf7NeDoxxwdWVvCF1xoLQ3XYF6W31sH09Y2Dm7FI0bwvmmwD477kiuqXhXdRxPT8dtV3VbwkuQ3ZonTYStWMtdIkLto3M9vZ/r81LzO2sL9PX37vUtyx9nzzAzbOAm4v48h1ezw3JV3+ZfRSyPf9OyH8H/45/9b/PCv/t/ChhQaAOMa/Bcf/0u4un4pXv/C/Mnpai/YFmbxiGA73v+y+xL+IXxm7wo5Nc+G/INzDm4CVAYANByenr8za/gze09CJ5vI1P4fY98uQgQBWygIMOL+p+cKakYAWxx+yzdesKD7pwdCxQXIJNknu07+AZ6hT7TnzMBqLQums8gWqDCX3rLgNdzWEXxS4b4u3fNw2iNDtU5HplGQ2hJJmIHGKmgtGbUDMYDTtdS5WBTQXjtGRJgvSlQ+S3Ma3Ewk7j1AIs2HdhXG+50m/Z1QNqVK1kn+kWhs8k/Mliq0M4EdbOo+tiQIOMMys4C3KZpiGJJNdKgN2CZ82AHUbR4HIlj/IImVCaQGFqnget80jFTZ75xcc0xY1SkjT/1csCbrpmURMpiUmI2JQOxQdH3cgmKHslv5YeiTsNWzQ7DnSmh9Cn16L9+zmEHGQF+/ngsWrcCjDpny1I0gxQFP/w7fQ5hn3abNN2EiFEuJXXDekiIMXBffs2vafJKFQ4kIlFhEaMBYK2MAIqh5LlhQYSSgytcPEKisYN7yFomgJwLmy8iUMgCeLwFTSL6KogrmK8CU4NkSbErY+X6ixCLYxSWwUsBsGTkE7hqwfy8UJPW0X00j46tNf8AYk89X2286fWByD00ZqHdN69cM+dgVIoLSKlqIxIVQoVju4bcDUVn0eT1YgqzjfBoIEGxzIWBSmTBEhsL4fqkYI/jOUMd9tT/ZG+O115igayttYbpGV7bcN+VW5DoGNxyvq9lgDxkgUr1aSseVW96qVd8p1G2xRG+tMwZYy9+gpZ6s4xwmOJsXFrH9FFTOFOpMGM7kzMz6P3LrG8zZIHTZTM0B9rECGRJVh/tDKPMl/tJbP4hnr74b3/b0j+Odt34DAPCulz+G3/v5f4DCtXjk5Ev4/Z/+ESjf8Mpu8P1P/X+w152gSs6yhsqpKi5EMRYpEZyz9Z6e+VvKcG0ePxGEjaC8jGXEPFgUs3j3DQFqNevbAOAzB1+Ln334DyBzlA26oVQRcVGOPdkTchhdgioVzHLsrvt60QP3pwvQ87f9u+cp6wSh6xht60a/dRYgYhhN0Ebec1nkpu+2E4313gIASJCkDAsClffr9Fuzf8ILFlZQn2Tfkt+qglEaxsmacOue11wzo+vyzZGZUVYGZyebrL2BsRcwm7EpmUisGuG7MuOYAsCjPezYi5kZIaBqWH9YZUQKUF47wPk9RWnEFOz65GhDONxt9Q7bGgS+UfsmPwu/aFsLpxyKsoiuVaZQcWy0UdBaBD2lRMDIhQ8/bkpQnuomgAXLmzxbA8wK906By3tOmIhWY1ZYHFYM60y2r2+wwJLO4vPKZ3ju9xECgbE4vQltRcXEpEHsQOyAtoE6vTc9aNZCVxXUY4+hu30bLjGbcmszYYNIYF3r45UIoPCHOQ8OZ4aHik0EWuWtFc7BzEsAjPZ4hfJgKQHTm9ofpvmuamtBRUo18mQkGJuMOIwTAE7dNsL8VQq0XPSCSOI7G/qlDi5lz1BRAOYAtprDLS4F0xSGZvF4nR1cNQeXM8ToSyK4w4eguhrwkLW4czP3IGEn45sIF26zji5Pkk27tz6l5OpGcOGdlfFhv44G9wXXB/JxE/H6FKTs538Tvx3o6KMf66FlB0xFZDp2MKFp8PGkJp/zmAeGxA8Mff2zRyxwkaR1aTuHn8dv93xizVA0Xhf5TciUSyGY+Tx/oswVkUVZ5AIDlpAuFJThmFhQlG0Xt/ykn0d7ux9XNaNJq0jaFlbjswGM+w6IZ5e/C7Y8UrBsI9E90RipbOqcVGK9iPC857x/toN2De8Pa6Hj+BuhD/INz180jmLYr2955kP46hu/gj17DEWMs2IPpa2z6fV1N34RX3Xzo/j77/vz+JOf+x+g2aJVBV7cf1ss692rT00r6y+wdKZcxJgxmpMCt729QNtsn5xTe4JSBC68K5T/+U/c/B/xNx75s/jS/O3xvl946PfhI1c/gPfd+wi+5+V/mK+hzr8zg4xrn3L5HSblG7qukda48y//FQ6+7mu39uO10AOh4gJkdB6oPUVBmx0Ck4lEoWl9YhetRfgojYaa2MBWG6nH+PtmUWPTM9pJbSBIzgJnCfNCkp41nUbrdC9+0DQKZUgWN7UPTTHesSXk0VDYgkgy8rLq3SmmmJFXQ+HgimY/D+caDzQkApCT68PFlWoVQ5wIexcidQ707Dbf/PyRHjlEKRVFP61VdNHaFigs91H0uw9uK75YcLREcVZp4bOwp2VpbrHECRR3AFsYW0O5tmdgPanVMczZPfG7Uxqq3gBKgU0pyew2Gzit8gznkMRhZrmAOdiP9TanazTHK8nAPBBWh8KTlDMxlulcSRmC7DPBdR1cpyUWY8Dg9EOWXCQKi7F3Zdo5p3sBAkqBFgt5H3UNKktQYcRyQIM6tFg7mBRYGyjbZs0Lx3L2TKJSdoW4npFtpay9Q9DJPYlxwRYGRCn5x9z/DfCwfdZE6MUcXYCOnRov32dmhms7uNZK/o55GcfJdhbtqSBTlcsZzMGXT7P1b5LUfH7he5kTJtgLBGwZTAxiH3t2boUAUofmbRR+9zEXYGxl4IZ7dMhjsDXr87Yq73evpq1LcDtx0Kb7L0HLPmB6UmErLBO2yBfU8HO6V2zhdUV/Na38mr6f+/LTMieElldLHBrGebnB3Yg77q0HTOKOkNznQk6JXfz9oP2ZJX9YZ4gnukjjp9iRizymGAfuSLI+W2DZnk7eZ1yLTpfQLLFtpXH4mtOP4ZPLrwOTQq2qi8/BIPwmfQ9fA2XTikW4JQBqfjHzHwM4Vfv4jeV78fb153CzfBQneh9P1M/iLc2zfVOIYvzHLX0Vn5u/W6wVg3O60TMcl1cAInx2+R7cKh/CtdVNPHnaC1PDeRjdohgRbMFNJA8MwgYzQ9/HPni/9ECouAC9723Av/yMfNYamWZb/NyFmWpbzrwWhOnNV6CzjCuXe7cFIkLT9TzBvGJUJVC3QEB1tI5gdOqqAyzLFoCDVkCpfeK4Cri9mmGlS1QFAySuMcuFxtnKQ8u2FndvnSXMac98h/aQ4kk8Z62V9y8ESDu0TQdKM+Q4kfAD4lJg/DP+iHsrhkcGjfUHTWHYACXbNmAKjQ5AmySvCgxstFD4jTI1B4ds3UMkKdc56HKceC4VOOzQ7DQgUqJ5K2cmtqeoChkjDlYU0VK0rYMxucA1n/m5MxBWJUxB2loVkrcEAIxi7JUdiBw8ZAUKrvEwXhRGlB1mmyMotnEvcaoEK43i9gso7r7Un5WBGXUWvBFrVWCC3d6eaPmJUL/4EjbPSrKd6k0Po1hUWN0+wd3PfkmuXVpg7+HDjAGuj1e9oOQtUhGuMQ4eBkGV/U/aux+RFhhU11o07QpmXgnaU2clKC4jESJiEDgzYGUcdjICqbBgDMxDD2X+9qEP3GyAovT5JSCBg9qAQXDG55IAQdsmPbfhtAGTEqtDVjGBTQWYEmQ9itPVBbB/BXTjiyCPXBbHVXkhOPjNec2FMkbcEQfBWWZvCbOYo375FpQ1sDShQFAEu2qwvtMf7upsg/mVfdjO4uSFOxEh6oyO8PAf/V3bx/ENRFc/8DuxeMfbsHrmOYA7YZRdzkWyhYxrk21c4CBUpD76CepMqpmPRBCmMABfdIA2PUxldFsxwlson8k37GV2lW/EuTshiTtG6uqiknJ3EJnxPQGgY/L+uCyGFrm876FdYRCCpl/2nITpSbXsjiOjHdxjSfu9PO6PuVQR12YiLGRKpyDIscRwmHkOIz5sJ0HtRlJiiNae8ueDYmnbeId8DdlYIixh9rC3Ulm3tjErdjhn04bIu2XwDkTp0D/SaRmeUsuM9iAeTdLnKT56tG/gvt2fyBDUPEXaA1w9bQp85vpX4oXlW3B0+SE8ZO6CmfHvv/IjeOrkl/EjD/8p/Pzl34sfuPkjuWARXmMi9MocUr1g5ueK8l4DATwgVTjaVY/mpsyE21KoLp0/BPyDK9+Pz87fAxxClA8+98T33P0xfNvJz8NB4VTtYWmP8PTsnfhbD/8ZdDsyCz61fDf+3qP/MT598N5Y1jfc/lf43hd/FOQwfk9emaCLPk+WMgTbsLeUAbrsUSuhNK5/9+/b/sJeIz0QKi5AX/m4MHtfeAl49iXGaSOWBxBgOwfreqVhSlPKxqZl3LnbYbkQdxnnXBYjsa7FRWpVCyqSUYyGCWgIpWHMCotl2aLQAhOqKGyUUt/VxQbHaxPVPUHoMUagYk+P60Q4EQEgRWICfF4I4qhhUj6YO9NiOx5lVwUQISmnMlfHhqKHZAVcdBfoOpuZm9PDyhQaNgSJhwMsGfDUpSj6nwbBYgpJqrVQWsFZJz7k/p/2bjRU+GR3XjAgnyuBlPJxJ9wzwEQoSj2yUIR2No0IAiJYSBusJRzsixBVt9L/ohRLlVZAoRlVydBKLFKVEcZ0X5+i5QIdG1zlV6C8F6Zp1yDvj0pSOZStgU2D4u5L/fWkfa7J08YzO+D0BE5p2JMT2Nt342/1jZto95a4+1Sf0bM+WoGtQ3WwAAhoTtYxM7Nz4nuqK4NyUaFd1bCdi/76IBlLZVRkXlVhYlKh4UncrWs5GxrJJ6G0bJJ200BXBQrxH8wPd+eA2UziBawTyb0oJMai68BEUEUB7jqow8OeeU8oWpHaBjCVxDEUFZzScMUs3ATWBSwI5FoP82siagmTETcziFYqxrHYNpeoihLu8CHoo1tgU8hv61WqSoubTO82pqJwlLFdSsFcOoB9+TZUIckAEdYHyembChQA4FqLzdEZ7KbNIWdBuPML/xLX/uSfwxud9HyOr//Rv4Vn/t9/Daef/Rxufegjfr75PaWDMCBTWPbBrSnVdHrgLyj2WvmJZzQk9sK7VNi1hSoUoAmqEqaLiMRNCskcJgmwdHWuWg3KTR66CYW6d/ldk2fsp07+LQwyeRXrFN+cusaGvyFWLXcrIVnznodVRdKvnv8f9Z906NdAkknvC2QRhTz2dYEI3AHdykKVCkQSBylxX15RxwDI5RbPKQqMa4B69TCtYEy7Tw1aHYth//46yZlAWs6WKFDwhFKP4WGMdzcxq1sNYg3TPBY+gDubyxaZxWhKsagK8tYGjv2Ar4KCgOQQY+XYchQosnk9U9AlSa6XtZOztVR4Ek/j6+/9Eh4yd7Nnntx8Ft9178dxY/4E7i4ewpVaEAmjVQ95IHOmeEqEydgPLWevxFj4QPhkbJtjC7NQMYElO993Bzgr6/fFxRP4mcu/H5+bf2WoSP73g/jjh38I+90xTs0+PnzwQXzb0c/hlw6+XQSKHUK/VSU+ffDerKx/ffV34uuOfhlv2Tzd30jw3rQ9pG7aT11KZntVDMafHe595JfwyPd939Y2vBZ6IFRckN7xsPz7u3cZt47gE8gJMTPa+/A1bFpGe2yxXFKM/0zJOXGPqVtCqpRYt8DhfINCB8ZioP/05cxKh/Bqg0QdcmQMYw+UUiCSpHCB2Zeyej9UswUGdKt2JijTB+1Krozqr1s78l8dWlIo1ZIwj4S2odvS1vZ5k28YC2cdZstZJggREbTRMEWfOIwGZSrqrQ/bUKmM0V5wQxTQAO+1QoApFcos9oyxv+j13fPSZi5sWjE0GgANiqbtBYVhxKc3t5rjW1MDgKjxzh4Rd6PmpRfl+6BPR089N5KUm9MN2lW9FSpW+/Er92Z5XUaPEgn2P04WBbtuRBCsW7gkOWHIpD32iWaY/b0E0YkkzmJIRJKGfst8CVfdbN4LCmZ8PysNVsoLEIlkpASVS07t3poyyXBUM2C+iIIhjAHsdk6CE2tLxnaRBKvbpvUWxEEsyoQljpnRntVj1BJmtLdfGd3/RqXi8BKe/C//jzj+jU/j1s/8uwNt7IS14TxivyymlK9pOcn+5qwDzZTAFHuaZEqVMOMjX/AcRKencG2L94YqaKub1FbrBm1ZGtv4opFAEeVYiEdnklAM/ffXxb0oKJSGGcwtYNcuwuayZSC9J1N9n1/+kCHfShPlDq330X1tZzHcC7WvmlLRDSNlm1zb/TiRCBUjCNfi/jB/lCHomUxSnT3r8Idv/M/AIp/ABODbz34BqvZKp9nrwLp671BmbzkbUDewEtokBNXWFj/5yPfgi/N3D1qZfiX86PUfjF8/dOUPvKbmHs2uQtlnptfJlvVsZhMeGVqjvvHSa2rLLnogVGyhpmN8+BOMZ28CsxK4ug88f4uxacSlqUft4eDCfV8kuSqmdzLJhcWYVw5Gy2GvCCiNQ20LELWiuWbKBIuglCg0cP2gxe0TcdHQKkLho6g0us4lz3DG7I7b0lsAYsBZCJBmhkraH7Qi1jGcc8KQB81V2OwHCYfS+lOhYhR8RJQH1gHDPbJ/xl9nMLTW6AZMWbCSSCyEmESd1/ppnS/CoPwYvV7q/2mtJIkfAUWhkr71a72qxFIBAMYQZjPykMI5Dnb/GsQKdX1+AssKmiwq3aFlDY0Wmhg2BFsDkovCJpYHJ1yHXV4CnR7lWjhC74vvBnPBM+jN2QZnN+7ANh2U0WjOGrRnG+iyt4CF98qdg2YxsSqt4+FTHS6gC3HRCdma03EFBJo2IDXZTYNu7ZP2MdCtaplrRqNcVljfPcXew4ex/thux6jvHMPszVEsEuFFa3DTSjZsP6apC0QkpcEg8HwfbnkAWp9CnR0lzhZyT71/HWRbmHYDcoGro8glqK6Bcg3A3vVJlz0HwQy9OoZdHEiAtrOA7jOWx3Hp2v79OSd5MYiArt16cHTHJ6CiAGmVrStXtz3DFpgAlvFSRmXcDTPj6LkTrF5ZY/9NC3Qri+NnTsGWsXx0gYe/872jut9IdPcjv4Iv/Nd/Be3tO9h7z7vRHR9j9cyXRhxeZHhTrW5KXjs4ZL4i0zxxPwBAIWoMmVmsE4pgawcqvHV4Ym4yswgIQbM8Vfbw8jZ3cIWdcRcj9yBvFXGduFOogQvneYx45pqUaMxHn0PbRmNK4vKTKpNofB+AXIgiTK/z10FmATB2K/KkCuTvSI0VM0immzJ0Ibjb4DbHnSjWGOjHINFWTz8cbgtjSTEeYyjcDCnVfl9I6CIvtPoDk3x8ULdy0DMFVYpbtNs4mf8F5RZB7/5Hys+dYMJKyr8oHakD/NjBH8EL5lH85y//N5jzOnGXIvyLg+/AR5ffjO966R/hyaNPTc+/0H+eXu+PrF/EF5dfgcy881qIGVfbl/Hdd/4J/s4j40SjD7c3/G1ToAKDF0Twe7zMG5XwJbbtsHzynfhy0QNI2QliZvzjX2L8xjPA0Qq4eQ/4zecYd0+Bs00OA9q7Ek2XM0VKAUVBYKbRol7OpazlzKE0Elc7KxzmpRcwQNjYEq1Vk8qSk7oCQDheB+YPuHRgYvsuX13E5HuBQvbpIQXGW/xg+wMlmDZt5zLYvKFbQNvYkSl3KhmMc5KvohtoSNumi2PYNt0o83fKKA8DswNjq7QSmNdhv7ybjVKq1545ziw5JnH5IuQbt4xHasUh2I7Rtf1YKn/PfK5jTAURISB/Wu7vCf+MzzdCAB7ZO4XRDkuzwVyLIAEmWJQAEzZmKRpwAJ2ZwyVJ7sBOAoyLEtCFF8L8AR/cB8rAbMcXge70FLZucfT0TXTrBmwduk0DgrjDteveQiCHq4uaWl2YXpsFQWaS8TfQs94cQ1qyVkuuC3F5IiUQsroqYFuL5ngN14nrmms6bO6egTuH9e0TTBE7h/b4DN26TuYDAc7BJQuWh1p/UiJ8LPbhDq8BRQnevwyu5tk9zfW3AEpDu06sEQBU26uulG2gbQ1iD6JgW3Fv8iOu10dQroOuz0CukwRONk9KibaGWp/0AkV4Z9rIe/T9zAAJrAW3Ldx6lXEIbC3a45Pony5F+XXhYZsX1w7iI0fPnuDk+VPY2uLOZ49w+zfuoT3p0K0sjj5/gtXm6uS4vxHo5Dc/jU/88J/FySd/E5sXXsStD/2vuPfLv4r6pZcAGu9HRMLwTDExcQxTS2xwQZhKLuYZeVUq/xxBVf2eCgdw44XAocsVI+YZ6H2DENsV4zGGdWoClcCQIaNimvkMcyCDDk0tISxuOkGpk7ZyiNsfz4Oh5n1gveg1w2FujvuRMk9kKApFIwrMu99Ehy5ZgTLebxAYflEryTaBIvyW0fA+yv5EtxVSPpYvcX8LbkUAYvC21DEod4LhjT+lzEWyL1NgNrd1El4wTZ/ZBcLilWWqovguSIf3AZh9FRG4SANmT8MsRchAf3xCz5W8i1DXUKC4oFDRwuCvXf2z+PTsPbhXXMWPXP0PUVN/1j1VvQs/ffg9ONzcxpNHnxJ5aSj7pf2nCUGdgDetn3v9BApPT9TP4j3r38Tvu/NP+4vM+K5bP4ZHvVAxuYYHVixd6phbLHwOfJuZl1i8612va7tTemCpmKB1A3zx5vj6hMdI5nLTA7JsX65lGaBGZTJaK4Hfe0vyMaKCeNDnrxKf+jCP5C+jthqKGC1EordOYdMVYAgsbduppE7CtSsat++2uHnjFM0AEi0TFjypweY89JmVaxL4zT4oOb3PNx2uy4P/CMEiwdFK4RyjXrXoWouutT4IWphVm7goAflGOY3QND5QtHe1cdb1mpuhxs2Tcw6FLmBSuNM4+P0YiWCiR1qDrmOUVdoOjIQ4AGg7ESAHrYd1wOX5GpeqNYwWBjVTdpGoTiwUDDHOzAEKt8GsO0NnZmB2UF0NJbjAoHojeSnSCcQMZy3snTuCcuRdgrjrAMc4ffH2SHsrhzrB1Q71aQOlCCpBfzLlxFisW/BBj7hVXDmAnpUgpeC6Dpy44IR5pSuBpN1G3abF6Y27KBYVqkuL0QbbrjaSbZsBdg2wvyfKpkywsEBVgUwZg5/d8iAbY3f5Ybi2gVMGdrYHmALkOu/aJCTZyM8AJehPQ1K2AXc1VFtDMYMp90tXYHBXAyARAG0HrhagYfZqInG7YkSrR3g7zAwqC3DdiMVCabEMtS2U0XAYCMNB4HMdbn7yBdimgy41Tm/08RXdauwadeMf/Aze+9f/H5Pv5Lc63fynP+k35gmmbwtDppQCVyw+1J3L7usZHs4ZLyJAc6bVlbWT+DQPLLXwxcBB4hwcwAi+3kk7k7pJy56ZBdkmxBYwMwWU8vk8ZCjy2szgGw81fb9tGaQ4aFiy9kfLAGSvjtC7QWhLLBPseuuDFLMNbW9w5gRLufENtZAA92SvHT4LwPdlcC3EutwnYtZOzf4WZi9lUIPgkZ8tcg7qUoENoz3t+uRyhPPjKHhae03UQ8Jm19hbLHa4bE/tGaN7CgKT93IYjm/StjSDfLRcueACpfycn64rCF1y/WLv6Uvlm3HLXI/fn549ib/8yF/C4+3zWNMcz5dPgEnh6+79MhxIFDwkcUYB9nXY/+h+nazrTx5+AzJ3hNdKRPjU8muBW38XHzj6ML7q7NdxS1/DtfZlXG1vxXonH/WB5URqNNenMs3f/V8/jMUP/0evT7sH9EComKD7dWVKKWicR/7+AIqSUBganQNlIS5W1gGKGIW+SAMoyaJMkgRtx6IjIhhDkcHV/qCznRvdJ1aApOETZQHBNWrLTZ7YCz3ZNQ5Y7oK6kCaRy2AcpYCkISmj21+KGr8dL04pBWM0nHWjPo/v7TUlqStAKjQFC8OQTKGgAyb7q5xHlbHQimGZQKxQ6B1wGwQ4ZeBIQRGBScfgrl3EXQduW3kXK59cyGh0qw1sex5+sg/I17uZlVFTtUIqIbkQMBkOGi/sxPu99jFYQ2L1jpMEbjmNYjuqShajIoFu67zq1xQSr5A5N3Mfv6AlIFsasmNdMYO6evIecg60OQWRzlClhvfAJlnIkwR2KTEAbn0SQGvB1kmsyCAgkbu2h1je2mpAae2DvJEd6lvptWyKb1AiIqAAFBRcM94zQpDo6JnwShiRob0oRYvvOcNNw6rz7TG2hcxWuelVUSIv9ddCm/0PmeZ8oh/RxSxtc6Y4GT83YvLIowheYHAjkxXeS+o6dN7j4ffXMv23Mdzb6kvOtotq5yWOMRHg7rfdE2N+7v1E47Gdum9HHSKIb+/meeM25SYd6FJ3Fw+1N3HPXMYr5iHcUZdRJdBZUyVP8W6x3MEDvd3uPoUKZhx091CrGVoq8Hj9JWju8MLsiaysq+3LuLK+ORbis6J8YwOYwesk37wWeiBUTNCiAh4+BF66m+c/cI6Hbug5+U3K6J5hl6Br4PCSiQy9tYyNn9vXLwP7SyBqKzzaT7rbWofEWiGTWKsA4i33GeXQeGa8MITCOLSd7E7OCcLQfF7gHU9exnrd4ZWXN8JDWYez4w2cY0nYZnRk7IOGYQjdB0jsgFLKQ8h6mLbOje4T5WqvnXHOoU0OaJ5we+rHMmE4/UkQBBQiwHgNuPZWiM1qGmvPFBqL/Xksq143WB33WTpTST5AwiqtYMo+JsS2Fo7lICsr4/uSCw6HlyvM50Xs12rV+jFmrxBPxs8If5sne2YsKomb0cqhdeKka8hCk/NGCjmMNWSsC3QgAppiD6o5huIOThfQ7VqYzLIC6wLw0KXsNd323j2wtWjuHEUULWcd1reORvtSFPQGml7bWEABpjToWouqzLcTMyt6LQ8RutUGWG28xcjPCa1g5hWYGe2JoEnp0oh7lHdbY2a066bPLEpAMS8FoSjEERChunIQEbmYGerSZehrD4HZISR3E01sgvLUtkBTQ61OQMbEbONMCk4b6HoFJkJz+VHJmu0d6gkAbAddr8Q1zBTgIonnYAad3oM6PQITAXuHQFmJ0KI8OkPbQJ2dILD/bK1YKZQSNyxOoDPPTmHv3gOKohcCAYkXaVsveHGcz8ws2ccnNRyEYn+Bx97/Ntz7ogTsdWuH0xtiIdEzhW5gzXzTH/0g3qj00O//IL70N35k/ENwp9lmrai8y0AFsFVoTzq5VyGiy3CwgIQyBnEHI9ca/3y2T5K/tk13kMQURHdSFu3kMHZA9m1EhKLoSoNkXgzr8WUFty6iQebh0Bfy5SdJT8VFcUu702eTcWBmwBJgUguHh8L0yWFtM0C2SssqKCrFJHbIATzctZLuMSKSDyBKCVuLJK00RZjRzP2MkMWQiCKDtzKdsV/I33coIyq0B4x16jbsrLg56VKDjXyWstxkIHFe+Y75M2gjEXmlBHqlHPK5Nem3n1JIsMYAivwMld8BVSYWivT974AujpQKfMESpvvzP7R3eCYxMZ5onsO3H38Y33Xvx8UKAeAX9j+Arz75OA7tPXxm/h78Tw//R/j44Tfhq49+LYoF0QNjW0okbxVjx4AF3nf3l/HUwdf01opdVovkHoLDf/DSX8dtcw1Xujt4vH4OAHCsD/Cxg/cDEOto9j59csxh3BMRwTUObiPzSBe+7YnL6+gZAJd/9+/ZPf6vgR7EVEyQY+DmXRexpJnFrSXAwQ/nTQ8lmm8o2kjQ0cG+zhSVSgFVKcLEXpJTiojh/AJKA3b7zNky0QvVwQStRMJkz0wHRZLb4OqBRWHk8yBGFrOZxqVLZWz7fFmCFHmoVH8QDdEdkn6FWIMszoIISg8PVC9Eed94ESDGJ5D2jKEeZD3OxjJAjSYUkJXCWM/3ZjHPhDYaSy9ILPZzP6NyVqBalOKSMyv8eyKUVYFiVkBpQuEFh9CWgGJUJIxzVWlUlQgei6XBbIBIsVgUUIrQdS6bI1XVQ/kqcvGdVYVYqRjwAgUAEI7aJRpnEOD0NTqAGAb9iy3sGjqCbGt01Z7EWDDQzZbCeFoLbmp0N28C1qI9Ps1heRWhPFjIXKhEfcTMcJ1D7ROhjciJMFLMCglE9QenMgrFspp8JkN9sg6uaSUo27u4kc+2nVIxl6BnZRSqg7nPYSEuVMyMcn+RWSmICGhr/zmZV0rl06gQiwXZVoKnY8NcHzPBjPLuDcB2cFD+XgdVrxA5gq4FNRuxNHQt6OQu6PQoPo/Te6B6DXr+GWB16gWK40ytS16YgHPgppG/XQt3cgx7+3ZuVQrN3PhxS1yiYnlG+7WcSK7+OzvG0TO9j+elt+xj/7EldKlQHhZYvnkOs9DQM4W9ty5RlW9c9KfTzzy1lRNUZaJlJc8IaYxjKhRglh6EYJidPWzWE7j2EQkvnc4ZswBQOa2R5cBMBWYUGFkxhvtksJ5kLg8h3iC2d1BRkG0GcSJp/9Og1ZBYS+C6R80e0ZThNPioR8s4kQT5etIzAhWIApeqSIS8Hi09kqp8BWmbqf+uZyrvM8kzpBD3mVi/f14N32UQuNQgdia9LR13ysuI8mOi8Y7B8P49x7gJZu8aJjeq0o/F60TciUAVlDFZN1PD57YCQjyQpymBJ8AjA+P3BTVYWxM0xZuPIH+nGsiAtjW++94/iwIFAHz7yc/j0N4DALxr/Sn83js/gVuzh/HUpa/qp0y6jvKKMzc7+DX0VaefwPe9+LdxvXkJi+5ku0Dhn1l2x3i0fh4/+OJfw2P18/jas4/jMS9QAMCePcEH7n5YYPOHAHzOuzx6Q3tUdHce6KakbL7ZxkaeSwQUnyLAMbpVg9VTn9ve1tdIDywVE3S6BuoGmJq1zL0Q0V/bnta9qvQo8Zm4IiGBDo2/hBIleW5yPWj8Z0U3mSUbECvHXHVYtxp1V2FvIe1dbcb3FkmSJVNolFWRMYBTPpVKkRcAwvW8TKWUjyvJfb4B76s44RIUDzkO46Kz55GUk0rd7Bnsvp3i2rUcCBB7h2O/+yBo8F7e3ygUTm1oRCgLkwmOSomVpCwF3WnULwB7ewZlOT5VjQauHwavmL4d4uOZKz0YCifdEpVqcKk8A0Ojg4ZBDymrXL4LsS7QzQtUNz4P9fwXZP44hj3r/fVdN0bFCpp+pRTUTGFzskG36SR+hHj0DCDDpUsNbXQUTAFBbzLzErqcOBETlZ9tOsmjEBs/Pf/mh4uRhst1FgoEVZjRew6J/Ub1ZjcxUFYgNYYwzP5nh/ndF+LzPCiLAKBrQPUKdHqSCwu+Hr57C2Q70E0phy5fnVhEXrBnB9406G7d6hnic1yQ0pKISGIqAtDAwP3KNV0WWEpEOHhiH3uPLtGFYPwn+/vrLz27s+7fynT66c+AjJGYoQEREXQ12B8m9nIiAowEXI+RYCiHJ00pqDxpXC4ZRESorQ8z7jvZGDSN3BLTaaaU/D4MOh6uua0oUkGwuCjRuOxdMRThs5nlY8OOwYP1H57R8+0M3RC1Kuz10HmeJdn/tpdDPjcVgUac004EpmE5JO5fWXDtDuFM5qgCK4at72Pcp2jw3tImx3HYxhUmFrqMBk1S1Xi8szonnhnS5FiGQ39bxcnl4dNROBdGCt9+78P49rsflt+GuWBS0hidOWHuAMD7jj+K9x1/FD99/Xvxi1e+A25HUrsP3v5xfOPJR/Kyks9BCNoqqPvro99p3EYwJDHmBJExOHvqKVz74L+zta2vhR4IFRO0qJDBsALArCLMZ4T1hpHxP+cc9LNSTpSR+5BmGCPiQqHFrOqcZE5Win18RD5RFqaGJvmlMsJQNs6gdcHlA2isxFZUpsO60XA8kdUagE20IkoR9vYLnJ40mC9KaC3a9fVqEHwatDiaUBgdUZuGpLUIQfYc7O1Qf7bgtxARxdUkVo0wPjz4O13H+Rs+RwErjNe2gHulRNvuR9DDyG5r97j+qpQYmk0rCQ17PpyjVZmIUSqxPDkmKDiUukPnFBScCG/wcKHAOI6CvUozzcswVL4pDXZ5lvIsIJ4lMDokQcyQh8Jfr+1iO3Z9A4TpnxQq/OhRSDxY6Jg4D9YNkq+l3crrKK8eorp6CHTiApQdZkU5VUB2kjJR4AjENB0luXPmbr0Bqj75XaSmEeZVJxaRdKySayPXFSAGgttNDXvvHlzdiHUlRWsYkG1bj2bW6/JiQOzEuiKjt+QViZMv7z8RiqvXdgzGb22aPfpoZpEDJCgW4AxeexdFN5Ud7lJbn3XTggp38G4u6MEuisTlJgRZp+/vAjwldwwUAvkdTNyCvDPcAND/RqOlkd/3WnhZ7qcVMF5a2xKupWv9vOU4RcGyEJ4f9S1YFnJpXP4O936i8bXBI7sbk7TFxzxp8i60IZneOfRqxqB/lifbn7nTecvO9rNy2yHXf1RVrzHvPX7kbM6KvZj8daHqJ++bUF5O5uVg3j23LSTYHbuFxsP2DtzQBOgHgNjhW+/9PN599hvp5em2YIdQkdwT2uJaBrfiGq1KPbo3dZOK161F9cgj2yt5jfTA/WmCCkP4/e/3Gj4AiznhymWN2UyyIKdKP6Ltc7IshIEsBn61BGC5EAFiVkoMhSKgMGKhMAoxU3YovVQdDqsV9oo19ss1StWhUB32ig1K1YCZsemMBGwz0HTK7yGMg2XaKoa1jKOjxrefsL9fYv+gxOGVOWZzg6LUmC8KHFxKfMT9ZqONwnxeQhsFk2AfB1K6j3MIORtSn83+YOmZKutdWNxEsEq0dFgHa52Mk0cdoqA1wpYN17d56JYUrC2C8NRfr2YFtCZvkaFJ1CatFYrS+HuAaqbFSjWxGWv/3k1SzrwC9hcUY3M2DflEitIBo2Qs5rpBoSSWolAdjLYiQrCChYFzQAMPMwqgNuLv35cEFOtjoKzAiWChfM4GZoaRYJ7ezYIZ9dFZHPPN0dpnTpVSpX+cDzaLD3dzVkdzaxQ8CGDrJAFbQiHwWhkFU0l+BWU0ikUFZbTkrRhqt/yiM0keitkj17D/jjejuLQPc3gp18YTwTz6mIyHNnGcQts5uQ86mR+c9C+1/qSbcttI3ojVWf6Mc8DJMdDU4rrkxyLUK/7fPeStvfVK/MzM4KaBPTuF3dRob9yAW6+9C1SClEX9WgLkgIC1MWN2Ov6umUCkqoooVOw/kQsKZibvojqYZ0nZAODh7/ryaLX+TdBjf+Lfw967vkK+KAUz11AFQRVKXGPOoczaOnALChS02JPPt5y8m/w3t/FuL06ECLeRfdB1Pqt30GanC/vcBgN248Ate8FEXFSCq0RsM4nLD2kAiibdlKJua0pBnRSWfx7c56RRqWwd8xbpUIffQ3X6TN6prcxWjBlJmq29FSi+r7H1O/bPN4qCS68iDN0BtslV5zPiIkwE99no2unr0IUezR0iyvJuMEPcTM+Lq9hCQb80FIZjfE3QE3kY4exdpg9sWSrBbc0slHch8+9SIe5XFzTi9PUGaOJwgRDPt0hThRLAyuDji/cBgAezgXcr74UIZ5N9cgjlPKQknmkbff3RR/BE/aw0wU/Urzv9VZCz+MMv/yi++/aPYenC2drnNgt7wjaBYrjGOGmLax3c2knG+FMn0MPJGWBrB+ecZCxHWgfh0u/41t19fg30wFKxhd73ToWHLhOee5nx1E1Ca70m2xCuHDqsNxLjqZSP0/PxFvDah1lJKL3WqaqAkhmdlb1DG8AxwZigeQ+1xpBNGAU4dtDksFessSyaTNOTfp6bFuuuREB/sgy0tt8BqhK4fCBuUM4RNDEODwvUNXu0IuX9/gd+7KXGbGGgSNyenOPonhT8YIvC+/oBAkM7gC8jcpCMwnJ4OifB4UFz0Ge1ZhEafKwIe4EoLjy/yWgzhi4lCINKXlNLChITAXn24NIcbWPRthZKEcpKy6bin2/qzo/pUCggOGezvcskKe/LJBGcMWNhU64zZpWCtdL3RVRuR50y2o5gStlsHBPmpoNW6QYWTvYwyRgOChoKG8xgIBPrbvkQKrvGsrkLszmCsh2wWYv2HP5cqVthUEkgcYtLB+jOVqIZby2U1tgcr9GtW4HSTNrqBihMgezGgi3QrO6hWlao9meCje2fs3UL11kUi5kw/v7ACYxrr41k0aAzQFURYwWiph7A/Mol2LqBbTosHnu4n2fGgK5chms70HwJfXgZVJVgZcDVHNy1ADtwcHMKKE8eUhaNMPDB/UgWNPrvzEDXScB7QGjqGvCJlah7BlDX3sQJcb3SWhC26hqkvMB3dgaua7BScKdncCcnUIsl2FnY42MZHzv2dxHEJ6lXLBAEJ462sX2uaUFaiXDXdQhuZDGG1TNOgRbXD1EsZmiOVyCjUF1aoFu3YlnShPWtE7BzmF/Zh7751PjFv0FILxb4+r//t/DKT34I937lV3D7p34i/hYEjG7teq3lgIEPTF1MxqUG2k3PtO5i+l0twjdpgM9xlRE40deglvZt4tC0UG7HnmnvmdjMbYL6QE6vXM4tBYp7Fwyv4Y5WZni2fVhpqNsCoD4JYwwSnlJfRwjWoOn294XvYIClg8EaERL0BZeuNGZD2jZu1jARa3Z2aZ8szlv7GB7t0MOhp+968l0m40vecp+OpVI9A6mMGrmqkD8zYQFunYdmR/9egyCQ9Gv0vgF5X3Z6354U0ljeVYCiJQWJFRrmqSD4BI7wuVeGlrBtny9GzPBQyIT/+dqfwMvFI3hH80V8YPMLOLD3QGFv8/Oot4YRXiiewI9e+0H86vqb8ab2Rdwzl3GHDvEHb/1DPL5+VpALYx0XaQxEsEhio8gfyeFdlKrDn3rxv8Nv7r0PJ3ofj9fP4W31F/HOs8/gfae/mgxFQJPkXtgbwC5nVVuOSYFJwSdBlM+ZyxYD9e0OeqZAhawH7hi0lvvs2kEVkmzRNsDNf/xTeOuf++H7eCMXpwdCxQ567CrhsauEz7+cX9daYT4LL5SgIRr44LGhC0JZyGwPGa+VIqSu9SETstBwNvlniFDqTgQKMIg9QKs3qYX65d6g0qLJyWm0uNw0LYGVwqWDAsenLp5d286wojARzWqKlFIg2qIFSkj8SClaI1JXm5SGLkfZPWGjHmqxKU1CB2hDKCLD6vtRahSJeVBpKZsZmM0LtK2NLmF5/3ZviLl5nkeCmfabiFIU85jQIOFWeo1ZYmOmTKTs3ehkHMgfTgo27nRATQqL5q745CsFhuqVXszgtu0rBcRKUBToVhuxMFVFJlCMXGEmiIGYA6Q+rVEuSwwdstMgbEKfdXs0lompmQYuOroq419dlSOYVlIKerkAXbkOGAMmAmv5O3KFStWlvhMEDIK1kb+Erh0x/OQsUHvEqITZICKxMARrAxBdcAKULyDCh930AeEiDEyPtwgV/rNgMo+0Z9zZuBFxOok8hza8v1jOYOYlgia9WFZeY6uw96bL/ZbSNngjk57N8Mgf+YNQGplQAXiFhPEMXBAsdqE409gqcZ4bLCAMzNY4hezGC9yz7dGwrqMNd6LcHUJNjDfg4fWJacmDv8Pr2+rH9BjG3xK3pVA30N8+0bPockNbLC5TVZ3nEisWg0R7B/j9aXvbQ2WpoDJ1XmXa6UQwG5bDlKB1+XtUMna7WHcCxAXu1cyn9JmpxHc0CET3sZQXjStB0v9dz1gofHLxXnRU4MXycby//igO6QhnShBuliw5jdjnl2hhcFtfBgB8fv4ufH4uSd6IHZ4t34bHzp6V+89Z41PtjUJWQvFdEGBg8XVn/zr7PRMopspM/06RwziWIghDE8/ZjQPZfjyD4OHaHt2MjIY9PRs//DrRA6HiAvTYVfbJ8HqdQOAtlnNxLwpCBUE+H5857C1Eccksyc46J7v1cmYx827mRjmJk/AbTaG7/hmnfL4C4JCOYGCxwQyKLUoIc9jCYIUlLldnWHclAIZW5H3xpc1hP+z8obmupf0Rth+AKQht4i2RbnjOa6+mFj8jJL4bQ+0OTXtBQChnBlortE2HZi0a41GQ7cQhXc2KyQMl1b6SEshXAChLHSFip4LFgvVFoIIJTnHMURHqN4Xx2jvKIN0AiRkJLk4B0bMofLI3BRhD6ByhW8t1rQhnG8asFDcogDEr8kSHpXJYtQUuVcF60p9nHQwAhoFYT2ooaGdRUOcZAYmyOF0+gtXsCspuA7WosXz2KVDMv5AHCxERbN3EMW9XNUgTtDIoFkW0KNUnG9mEU4aDgMWVJYwf73bTwtYWtrUw80EcBVG0NgRUIh4w6CJoTu+wVBgs3/oYwEB3egpuWri6gZpV+YzYPwQv9gBS4vblJ2bQwPqK/GgnB7E24K7Jy0q0nOBBvpWRxMegVqwh0JKADs566EVZIEprsDHgppl0pwjzbuQDu8UdgZnBKRyz8qVycqMvL/TZth1UP+F8dnDvmtXkAk2sVynM3/OV+O1AB9/w9aOg7dQSaoI7I8R6qjShqy3shgV5iBTYiuZvmJTufNUKIqTsl4OYOcIuMwHQg33Pa8dJn8MATk1O9NcyP3TqGa3ztL4XTj5M98mgXrRYFdaYl7EVjdZTQDCMrmphCQRkw0IsgS7kgkkYY8bg/GCMYEBDPWwZ3DnY1mXuN0NAErfhqKxgJ2MzFEwnFVBeybVrSo4ERUrHiGN9UszAO2DwLu2GYZZj//20LaP3GZhltf1dG1j87178y/jvH/kLWOsl/psrfxGX7R3cNVcBAO+qP4M/efx3UNEGvzz7JvzYpe+DpST/kO8kgfGOs8/6S8HidJ8UrEvJo0xiQQpWzOH7k/7n71/4hXPqT8dcJ3MsnW86X3OcQlv7dxngktPnuXO4+rt/5/33/4L0IKbiArQ/s5gXYYdhLEqHg7lFVTAu7fULOiD3EQEHy94tkwgoC4ZWDvPSwfNgUMQwqo8zIGJ0Tsf1UGoLArDHJ9BerK6wQYGe+zfosIBInYXq3akO5rkLzaYW16dN3QtEMS6BvCUlQTAiInRe4gjuSlNE3iYdGOmUehhVCfxmFotBuG4KDeOtB0r12OOA11QlC7MoBd1nGFgnULi92iaNg2gaiU+YRG9IPoeDIEDbhuv9e8k3jHRzSIkZaFv2lpP8t7YNmwth00jW86pwGMbLdkxwrHDalJkiY2MNmAma0pObYGHQQUM2bRd/d6pAXSzlvVw6BJQw8nq5AEofi8GM5lh8+EN/SCkorVEuy75/BFT7M3k++AADmF+aQyfWH1MZlMsSqjAoktgHUoTCpw/PrA/DCcPoLRpaQfmFosoCi8cfkfYogtnfA5SCuv4QaJbE/ewfAHsHIlAURaoSxDaKvxSlCBb+GivVu0qBAOPfR/rOdR/7wV0LzqF0gABfO5x/fvwxtAAmt2WxKYAIKUGFHISiYX4XN2YieNB/8u6D/TNut0Dh7+nOtmc5f0ORtTBlugEAZiZ7i65UhuIXPitNMX+CXAD04rfW0ZkKFAD6eApO4nrC9NnBUAWmclLbnxxoMSYidSHaNSRem3suUcJ8u7El7jVRwmemzQqUvvtosRncHx5Kz7bQXrmWXB/c0/u7w7v+8kigSNvqvOAaFFrx/SWxa5zE4+V7BsOdK+Tl71k+h87STkSrVFkY2mvXvZvVsC0Sr7HlXZ4DfPB3r/+HqFUPihEECgB4qvwK/Nje9+K54i34h5f+XdhglxctKACgcht8/wt/Aw83N2I/LyzgDmjUBy/sBUExve5a7mFgw+WgODtfpog05Dn69TF4iBBjcfJ4lgH0f0FwX0bL8wNLxQXo3opxZd9mwi/A2FsCTZduJP0z47XIWJTwuSPkiqKhm0uvGZX9iDBTa1SqSZZ6TgQRLFpnoEg03QBQaWBZWtw+KfDSvcAccYZoNURuKgol2vVWmOeq0mg945JL3/J5KG2LYJFL5WWpvAZfrAIpIhQRoZoXKCqNrrHQToPL/Pmu7X3DAdkIFQ2lb7G0pJqg1C1JJ4HiY7O+7NTjw2v3CagU+UDvsWCRCSMJhUSIgMTXjAF9KAbXt67AvY1BqbtYjmM3ASfMcKygyELD9q0mya6t6hWUMcC167GPGoA7Psbpp54Sa0Gy4RTLGcxpngshCFXlfhXfBTNncRPhPlVpLB+6JDkvvEY83DNEgRItTM/kKt27PIVn5g9dg1n2yVzI9616/FHQpcsT2kIIjGpi5hkNWdrm9Fo5Q1RPpsnyUu4i/Avl+4h7asZrAcH1ivuK4rw0BlTXEm+UMv0q16KlfXNtKxjzu2g4jdN5nRwuKYUg72H703a1z31+d71vEDr95K+DCCgW+dxcXK/QnIwD24Hx4R1ddwx6y8BFmd9/g7IIt4IsRcbvcZ1Ar4akphnFqZ0wIhqDfdZj4lPuyx4oQtUOngmfL9boCaHngo+eWzTvKGqCgRZBadz+aJWaPEu21c2pPkDW/cT5CQDdxgLN+PmoI5nYAlIrWfhMwLn7hQgrU330JWwLRLcAdG5lYAt0Z65PGjlq1/2/yg7i9rSNmBR+dfZ+fGz2DYPDVD4Xdo3/89P/JxmLVIFnSIJP768x0xwz9xaDGHOT/CbX87E4j8L473xmy/wbJdwclm007n3kV3HlW7/5wu25H3ogVOyge6cdjlaCg6/JoSpEsKit9ozc9DLZK2ucNlV2jQDvd9gjuymQh48FmAlEITZDgYmhiNGxaKhBPXOU1ipTmGDIolA2wssGKgvJfCBMsAgrq03O/Gov1QYhwYQMoy58lgVhfLCpBMXJPW3noL2m31oH5/LxCMHMXedQljpmme7HhVFVBmWhsdl0WXK8otQoSw1nHZzjGBPRtRa6MGCWxHplqWEK7evvN7mq0igKabOgOYnpuhlk9OaEUd5GSklyPzB8wLqKz08LFuN5MRQ6gxK5vz7BAINGzwyLZhAaLlCAocMBAYnB6XSZPJ8IXXv7oLIAcYHiyiWAgebuXZiSUR4s0ByPNdPV/hzsGO1ZjXJZwSU+/oF0aWBmZZ53AoDZX8IsZnAeyUjPJCN2d7oS9zU/GDQYpKm9kS9dAV++BirnUM2m7xcA1gbtbB/KNuiKJZgUdLMCtIbTBVTXglwLrgqQbaG6GuyFCbM5BbkujB64nIlQYFuorhWJ0EUzX9I507+c0MaogVDY5bybWhI43Rwm7nOdi/dOHxq9Gw+IJDEgIYvzEfO37c30gGTeBkCJpW4kYs/meCOTPT3F7Z/+CRx/4uMAfByFZ+zYcqYJTimg9biuf4fynjxDphM3kWHCKn+fVOj3GDu2nI6eCXxJwuiKriFhZHv9Tn4ExXgEH7BciMaZHTzSU1DOyMPR+ur3NqCfF3C5cgZE0IWCs5LMk920AKC8/y67wTzddoC9Ggqv636ez8apVw5MoT3FRybW2Ws1nkwpt9LrweXlQkHEU+UmCpXJeuTmmJiRgCy4fXzzhEAQoJUH848BfOTyt+N3HP2LUTFhiNOyztQCHzv4ZmzMAu9Yfw7v2ORJ2T66900gtuBdwUhEcJj+3aoCDAWCy88/QGL9E0GzoQK/dvlboNji/Xd/cVSW61yEkg/Tgv14x7gY1xdKHh9+Ck76wqQRg8RJUUyQ2Pe9R99ynXff05S7Qg2IrYM5OHj1bTqHHggVW+iF2w2euSkWglIBVdkzSYuixXFdgUih7nqtOUDYKxtcXTQgIpzUEuNAJDCxIaCZWTbtxooPZjTLio8NLBQsSzIUTRr36BKu6HtgSOCShsvOlBUWUIpxqVrhrK0ECcrXURjG4T7Dema/KgjLOXDnmMWdJtGcGa2EMSeAKFgWfD1RW4uYOZaZogACSFB3XdtojdCaUJY9oxKun521vkxgsajiAp3NC5wc16g3HeaLAmVl4gaglBd0mFH46wBAMxOFGmMUWn/47+8XUaBhMMoiaMQJRaFwdta/T+d4knmN41IoFMXAbQRi6QmB2FEbr0N8RSgzaP7CRiS5KMpCYH/nZR8sTwRo5XoleAze9sICA5YVDLnkYJPTteUSLUrMsYYmC4aC5hbd7ADdfB96fdI3XBvwpUuYfdVXoeDWM6AdyErWbbOocPep58UlJjwyK1AdSCLBcm8GXRrYzmJzOykXwN7jD6Hcn2Nz6ygG2cweuQ6zn1gbEgHO7O+huXcEWAdX5+o5PSvF990UEiQNwL3pzeDH3hpPdjtbwpzcQfCOrg8ehi0qtGYexx6LQ1AyyOQslE2sfywWnm5+gOrOCyC2sHuHiNYKWgDrE2jrYTei7wf16FDzJXAmYxH5Piv5KmLATbgeGHqiPPCbOcunkFkpmi4LWorrfyAMu7aLDGG817v7sHMSROXLGQZxsnWgQmeHb6ijes834o1K3ekJPvvn/jTqF18AE6ArnTH2bBm2szAzg26dC8PFsgAI6F5eC+wrsxzyjB7ZxzHYilKlD6rkXBPqgqZUskJzYK0CA5JqJW36TNAi9PWOiCDWCMNQhfJTjYSJ0wBIPpPxbQ5buSIB2sj8/pVvEos2PSLAQTIpE0GHmCHkCdxyH26xdET3nuBaEyWBXAjfRUNFSuqmI4bCaeZ5NEyh38HNlqgH4kgZznOtKtPwtudZZdLusnNQhmJ28uG8QiFMfgoje27+gsytZotywjckCiyJXmiy7wzAsrd2CZGfU/3zvaD8zN6T+KlH/ggqrvG+41+Bg7iAnpo9VKhxUhziWvsKHAineg9/9fG/iBNzCQTGPz/8IP7grX+Abzr5RSg4fGb+Vfjxy38I/GrNeyzANk8t3o13rz6V/+SAk/ISqmYFzRYtFfib7/jP8dLsMSjucNjewTtPPwMHyQsFx+BW9kw1F94nDJAL0M8DKZdJmHyGoJ6l5/xFSRWS9FCZ/vkgWJBBAolNUGXPFSoiuFbgZodERuOhP/DBizfiPumBUDFB1jGeuemDVwGUJgQTy+/MwLJssOkKzJeN5IdwCpWx2CtbEAFX5jVKbb1g4TfTVOsMccvpN8ycCQUEY9lB4Yz3Ya3GnjpDRyKolN4+2qJER0V8bmFqbDqDjg0sixqBWQ3KZiznhKOJCadUP3mVojz4mvIFMRWAVpYKbesm3YOUkjiK5R6hbWzME5E+v38gFp4QbE3Uh8cSUQz2TstNLQdlYaANUFX91A55InrfV8ZsptB17C0s/WJsW9HiSt8942tU9nxKjnull9aI+St0CAL056dW0v/SCMSvIsA6wqomlIUIGnAkWxgxnCMYLfc4BjQ5uALQrFBbRqEcjOqCyBLfa80VFrQW4ZQMSu6Ag8twxoDaRnbT2RxEkkcEnWz63ZEIAUQEbQwuP/k41q/cQ7sSS0CxqGL/TSWM1vzqgUCSnqwBAmaXJGhbaY35tUO0Z2tQYVDkiVLysTQaZjGHW29AqoLrrDA7RQFdFuLi9LZ3Andvw9kO/OhbQgHSY6XR7V0GrEU33wcXM5/VNExWji5TgVhpwHn/DWYEfEuGQn34CHS7EQSk9D3P9qDqFcgUYq1IOR0iiVOhfWCzAdrGQ9gKHC4XRoSHZO465ukMz0F7HqwX1sJ1dpQM0HXWB4OzD3wXIAQKkzK9t+n6TLipVWRKi9kJBLSzLjIKzjmsf/1XcPCHf2j8wBuAbv3jf4T6xovyPthr0hMi4w9+paCMgm2E49KViXFey+tzNKctulUXs0mnzLlLBAoA0xYnD5Hpao4uSQSIy5BXGoy0ixY9hO02xtkzpREBifLf0kDqiJDsAFIcQS6mXF+YWSCKxedJkG7gmU+PiaqMZ3Y5gYtN79NBhkhgDjLry5Y+Je0HedRD5EtuUFwqo/VMXNigVXhezkT/Z7SnTwoE/fba36Nk/Qd5L2jfgzfC2NRHiG5Gfm8SZhM9kk9ULvr7NRIYXwKpHbk6ds2PlNyWMibGIi077AsyxwZwKQFuFcBbTr8A4yx+7E1/HM/P34LHNs/h1FzCLx5+AO/cfBYvVG/G3K7wvtOP4tOLr8axOfRjIfTPrn4fFHe4VT6CXzr4XXAXgkvbQkR4z+mv4ytWnx51lhTj565/N56dvx3fcOcX8eL8CdyYPQ4QwVKJv/uWP4Nvvv3zeGT9Ar761kdBIVlwx3ArBpX+HXbJPjocf78uyXmhPUAC84QFfvC9n5/o4yQIAherAFjxFolzeaIQMv2C8MvIKyAcbn/45/DYn/iB+xjMi9MDoWKCuoFJN93MgLDeGYtCtKfzYhz0QgTsVx2IFI7rnukPv6VmN2A0pyKJRMzY8BzMBpVqABA2mMpSDG8VYWySPBVTTjXDGNn+eb9LDtp6EYpxFJUebjuZNtUYBWPUCOkn+tHPi2x9nqc5GjavqvKNaOr5olBxDIpC3LOcE2EkR244f692DBSaYsqD3iJB8cUyi2CRxC/7ZwlNSwjhBnWiuG6dFkccX0bjLPYqYUQ7C+wrixyelvp3HQQoH+DLywNhPOrErcn1MRjc5bZ2XRjsPXoN9d1j2Hra15xIodybo9zrXWOC+w1phfJgmWf03kKRsVEKutJZ7IXeW8rvV69DKQ03fJdEsNUS1vQoUHwBVZDEOviDAv1BbosFWBkU7cD9i0g4BnKSaIZ5rDo0BTAncLPJFg0pkSjZ1nl5O4jICxdtNxng6Jq2v26tJA3cUWYK6bv1Hu+KFVxa0u65k+Od7f2tTO2d2yLchdwjE6S0ElcxrWAqMxpzXWjMLimsGjudhGxY7jmbBnfeQqHp3EDVC2Xw5i375K52nLNMQuzIcC8fxkrE3BfbytjR5ovSrqYKkz8lIKAXKLZaD6YtE5PrJOUBQFlg97DMEeMehK6gbSYF2zqQt+iIPMmjcig+ch+DtYN2WTt2P4ioSNn1ShUcFt0p7lVX8dHLvwsfTX779aK3dj4/f+t0NaTwj6+/fszutxz/S6gpbh/AqTnAK9Uj+KlH/+joOasMfvH6d+KgvouveemX86ctwB4N7sLEEOHLTG/92+YSMJ7XSlMPdbyDiEiEn+F1Y9C8cuvc518tPRAqJqg0hEJLwjug16j071byT4gbCsFySAvaa7wBWYOdU/4Xzq4DwowGq2KyZhNiPKafh1EWHRvMUGPl9tDQLNf2hLsTBnimW7RO0Gmu79c4XhvUnbjwnK4YqzVG+1QM5E0SB5WlaHycY2ifxKdtJeCaxkXI86oPSo5WUiubkTYkyWe8Cdtajhowaxld51D44O627fH2YxDSRJ3pmCklAkP6Lqxlz/D3mjThY4fuXa9+45bxUb4fQM2Mqsw3hDAuveDRt3lMPPpsHcG63jLSOYVC2WxeKu87wcxQYKyrQ7S6wqw9kU1m3kF1NUhrYHkF5d0bUl7dQut74mupFOxqje7oHhZPvAknn38uaSyhurQHXQnjb9suamX1rIJezKVxzsVI9OHB3a8Ez6AkGvvsMF/sAY++WXpvLeAsHIB6dhlWlyB2qOpjpEHVBEgOFzVdX1h8mTtUctI6pcEoULTJDOoacR9jFwOzk9N+8NoYpMeQpdFCEFyhmKHmc8mwHbJvWwvXxgkZW85OrBWhvq6uRXNIgDImJrxrNxu4tpM8HmWRaYzjWHM2GhlFS+BQi0BA8dhbJp95I9Di3e8B/9g/lC88tc+KEKy09H9KiBPUFjfpHy0uml4TnR4Bw2I0oGYiRETBLTBqE+0WudWXGRUWw4Z7n+pBgDQAqJJARb/nmZn2VhXvdkv9eGylfhrGMQuaeNJKnp/INzTJWG8r+zxy4fz0tyuxuNxX8DemXXu2Cdn3HWB+wXaEshmiSY4xKVMyDPXW8hAcHiw/sVnh3WhJcjnyuR8VinzMCb0la7gu0kzf3D/LNGiu/+JAWJk9HJeHu9vwb4KYYbjDQ/VL/VxkcR//0EPfi49d+hZ0F5AKTsoDnBQHWLYnuXAS1luSR0LcT5I5M3WuT83Fifs4cVEbJnJ8rcRdh/33fs3rUtYU/dbCxfstQkSEr3zzLMJ9dk5nUKWAuKPIJs8expNRUKrRZRSqjVbJ3gcv/ApYJvSokMHtiOMdj5qXMNcNDCzmtAGBseRTmARSNkXaJhI8ZoYIOoF51Qq4vOxglMNqDREozun/0ByuvT8tAahK5YO7x88aI/kfQuxqH2uA+HzvFkXQSsX6tJZ4B/LakCJkr042fj10XSBARxO+t5IkwkPoRohzSJ8rih4G1yuT43PpfRdZysIn9uU7B2zq3o1lVuWuZUkPksMmLy/UD0h8BRFh3Zr4xltnBueDw4xqiHDRF9CZOc5m18CkwLqArfbApGGalTAGSkFfuYLiyhVA65hErnzoIehZhfnjD8dBmF0+gJ6VPjM2wVSlz6hawnirggQaiqBNJNmuBz2OZDd1H0uhSIQdAKhm0E++G1Ba3JU83OumugyrK4AUmDQ2s8vodIlGzWGVCDqKbZLEjjLPAAZAru3XDfd2PEsGrZ4JznkycczZPZCzyWGx1cwnL86Y/qQO/W27TLggvzjVrFcQKGP6nCvM3l2KRdBIGBJdFLEzzqOjdeuNh4UF7KbJAovBjM5bm9hzhFMB2Wn7MmJAX7o6vv4GoSu/94O49oe+L36nssrfj48tECFNeSYN2UQlIg/BSaNTMwgaKtUKDoUPBaiZ6rXqhuK+t21/idsQ9RCmQ1IV5Vr6gUCR7uVsfQ6d0MdgidjBBQQDXYDdDntqTOpG6GMUhs+ew13QYHPNYUixHVLWYWs+m0naITW5XbC1O5i42LfhLRTmynltArTRfazCUN5hhmtctkDD+GfvIlWenCdQYPxO8qziyfOG+jmCwfse9tlv2Ru9wN97+595bS5Lr4WS/ctwix946f+LPXuaJYr78PXvwb+6/Lux1ku0qtr5jgGASeNHn/wz2Jg+JnBt5r1wlgrOjBysYUqonnhFUW5Lhc4s/8TOJt4/EWH2pkde50J7emCp2EL7c41vfHKJde1gNKEsCJva4flXTnC67rXDss4cFDlJZMc1RG8lpsuFaXDWyIRM9y7HEq/QWY26dbi218QyL5t7OKR7MGRjHZFHBGPP3UOLEhu99O4uCRMceJIJd6tZ4fBSrbLrhN79d5sknDPZou00hQKpfhGH2Av5feqZ/HnCeK9PLQjh8ArCSNQcgVCoHqZWeNteqIjlT/SF0Gv5Q31lCZ8Aj1AUohlqml6bay1juN9OWmcmNZi9gmdTSyxHVQz3MYH5pRjgmbZWLCxlov1wrHBaGxSacVi1sGxgGSipgSaLFiUMtwIvG5kSgZe1ZGAg8KEBFSneUm+krYlABmPAbYPq8ADF3hLdyWmm1Y8C46yCqqqRRSnUTVqDU5hXAPb4FKosoIoCdLAv740IVBSgRx4DDi5HAYMAQClslo/AFYn/GIloUBd7aHUFgESgAPu4Cq/d9DETxjYoXQ2nSrAXvhkiTPjiACIUth8L1dWj/mwlZhHKBDatv0aS0due5kHtca5qUT9GH/aQeRuAbbrRM/DMRGC6uroZua91qw2sIu/2I+PQeeaZfYeU1mOeaALqEgA2n/q17f3+LU5EhDf/Z38RD3//H4c9uofqiTeD6xonH/8YnvvL/1U255kZOgQbS/oXX4jEM23uSXJIVv3iDj72BAJVDFiAWJJTEbwQonsUrsCcnZeAqwd7wPSeNtDW94IFokCRku2cwEDLzfkzatyWzLqYrm2/Iab7/PDpfh/ebQkJQeJse0Yqg9EMAt6Q7pfRcn7FD3PDhCNskIBt61mYMuETggURReGNU8uV/zsUhkxl4IxDtxokY7RiEUhhi7dRqPMiJAofHl/Dlrk0/KzHQvVGz/EjT/5nuFU97Pfhf0vk2/mf3Ph/4aH1i5i79Uhg/MTBN54v7Q7oxb234r997/8VVzc3sTZLnJl9fNuNn8YHXvyp8c28Za0CMm4TbnoS3xT4tAnUL4ZcU7uR4y5KpBRuffifY+/d73rNZU3RA6FiB2lF2Jv3O9pi1lssNp0MnVEWndNQYBjlrRfJpih5LIB05wloPkoFVCaCUQ7OCwiVbmGGM4sZxAEWTSBuFZxAqV10npEECaeWilw7fvEspsKg+4BTnjCdTlBQwoZs3uG5EIvgxgilCJ2bFBISrc1FGx1v5aCl6usIbRy2rTeFyz1BgBppeUe+x7JhBCxv6ySzepEowpmB1sfwGp/h3LF8hocSrgar1DGhbgkrZbAs2t7CEtzroDAFYzocpSxH9DljqIyGqkrwZjP4QUHN515I3H6wySGcoK4s5qKVb9toySAAMAVouTeyBrRmhrYaB3wDIhRInxlOSVnMQAuBE9SwYBAcSAAOKBe6rSrgoGDQ+PMyHYv72MSZgYnga77oAgG8EOYhTGlKLejLTNpHXrgSBswjnnW2P6mIewvSrn7ten/635L28XWk6uFHgIe9hm6+wOLJd8nYuR6KWiB3Xa/NTw5x593UgF4wANC7KIXrCgI5Gxl2TE+jgbLivmkbbxS8Pwd17pp+maucf3YsSCDes9tlyndsyz3DcyZ185ksaro7eZmOEfRrzGFok3oY/r1wfz0VCpO2TV2frtS3MbUWOO7bknYpZQOGyjRFgvLTuUw46AW21zJJxrSzX4M5P0WNqvDFg3fDkcYTp1/As3vvxI3Fm1/XNr5qYsbjzXPQPB0HqHfh9A726EdWX8JDmxu4W17DaXGA6/VNrO0SlggH7dGraNv9PzJsHvzcmlqvwPRcHr5PZoYqvnys/wOh4j7pcG+OL75S+jgKAGB0Pij60b17UbBgBlqn8MLRAqVBDMQFO1SGe8xmZiiyMAFK1IsWjgVSFiQQmNp5pB8W5rE1BpVbYa32+8XAjM55RAC4aMUI827dKBzsEeYzxp173iVo0L8pwWLskx20+4xukDdLKR97kaxPInE16suVOAprGNZxlpxuteaszr5NQHqsdJ2Fcw6LRZG1OcROTPnEpkm6GdvMimKx6LwpOQiRvQACEPEomL/t8n4rJahT4RmtGdYSTtdAoYG9hZR5tiFk8HTJZ6UIihiVsVEQ6SxQd+KbsW4NSm3x6MEpGjIwWvKodNDQJEEBcr4zFHdQ3MX9h9iim+2jXN2VsZgvoTbr+DsDcKR6i5IP6uaikPTgAKgoUDz8MEhruKaBOx4E84YBp4ELlDEwB4fSy7qGu3un/+3qdXF5im8DOF0+hM3yWhSslV8j4Z4z2gOYMFebON6nbg+dBzMQjHIZ0wI1SjTZ87VawJFGyxXm7hRNsUDRnskYFBX0JrGuhXZ5Rp7CC7cWWJ/1a9EYoG09QpOgRVFRiP8553Ocu04ukRJ0FWOgCoZtaph5ifak1wKIf7CL5kUiwMwrWC2Z0ClZS6lLTHoITTEVmUA4wfjM3vvlSZT0b5PKRx+DedPjWH3+C/EaO/Z5eAjlsszGqz5pYZtcsJiEbRwF6W5Ripj8nbDl7FkiipptZQbPa3iLilQQhZxg2XVjraZKcuuE8rO+pNCs4a8a3zu1b5JRsc4415yDbfKbOZn7sUzGaL71Bcs+qVRuge7jALjPl0F9n2NxqQXCAewHmKkXLFgBykOoxwdd/2w2Xq6vO7ok+n67zvVjM9GfYIlPrRWhT2ZmoCtGd9rB1k4sYaGskKtgFwXB9TUwrmS8cDOlLfd0rA7wN7/yv8C96ppUy/bfnrvTkJjx/rOPoNIOrJSgtFlkFqPfcfef4yce/mNjJQ87FNyhgwaTxu966afwnTf+WfzZp/QAkMD6T70Xz39I1u7BmmVf0GC4MsPJrvcXdFOD5yPCeZKsMoV69kxjYj0kXP/u37ejotdGD4SK+6SbxyqDH5dcD4zWKjx/fIirizOUukNrNW6tliAiFLrfWI3OsZiIUm2QsHSKO8ybI3R6Bqc0tLM98wKAwDCuBZTBwh2jVnMwKxhuseQNTrAEIyQ9YzSdwslGR4bVeKb2+HS6j8yS+E68RrxQ4hjBg8VasZhYO1ZuSgxr2IwDfzXBxEB+G1qj57MektYFqdz3OiWlJAB7ve5QljrGREi7OFoZgPCZMoZ5F01p3EN98O1WlKNG5vDAPYwtEHKj9d9bC6xrCV7PLUVp+8i/A8LtE42DhUNpGI3NB6yxCndWM+xVHWprsDS1CD3Yw4w2UOxgWaFsm6jRZ0jm9XZ5FZvqAPPTV8DLK6DlFeg7L4Gchd27BHvpOorPfRxczcF1DagzFIeHsHfvgtcrmKtXo0VBlSWwvw+3XnsG2gBFAa7rUUwFug5sOpA2QFmC9g/ATQ06uASqZtJ/2wHaoCmXIlAAYCLUtETJtReQFBo1A5Ek/2MHlNSi4RJd3NqSHCREuKeuYY+PUfEGTIS1XsZD0UGjpjlYE44Wj2JR30HBG3TVEro+ixohVgbsGpDtxGULCqjX48VgDFDX8ToRAbMK3DRimmKGaxrP9A8eJ0AXBVzbwixnsJsG7IOIbSO5RUTDaUBEPhnkWMs5pK1aysGzWcZgIjTPfm76uTcw2ZNjrJ5+Jr9Isu/ZxqHhBroSAd42HVxrJRa7A6C95WIgUIzcXuCZAG+9mKK4/xcQJsj6dmiKELAx0zrL9RBjmilbEmaDLeDY9bEbuneZi3DBCZ7FMGdJLMfvaSGXzzYLReYO1F/sE3EBvfDA6ANd/dmyk5y0T2QA387o/oedwc5bTRzpdcewncvHEkNrTDij84pCkH4mUExQFpuQ9HlosTF7Bq5rYBYKrmZwx9BzBdcBXHv0Mu2hTENuBG8VUzMF1zpxl9JyPfYzKHjSQ5B8h/w5q0IMI1Gf1NF3l4zc9zNv/j4clZdjm919uhJ9uWhmV/i2s3+B33P8IQB+PIykBwhMOFvg8fUzuFrfxO3q4ez5rz3+GD5w+6fxoet/AORcJlAA+dTW6JH0GNyPs+pv3GrtCaADql8z0QUwEwSmaSy/9VDDbMcCL4AoCIe14+oOR//61zB/Ynum8tdCD4SK+6TTTf7Ww0bLzHCs8PLZfva7Io7uPfI9F5ABSphT+aFwNRSA0m7AFrCDgCLRNDuvmLJYutO0OCzMBmsnvo3MwN3VEH5WsmtjePj5OrrOSYyoBfJZniJ6XEwlQjTFyFCUutMNOsRRzOf9tNxsOrTtuK7g19t1Dl3nMJ8XUdAhCnkm+vvFvE4ZItU22n5w9r8pRZnGKS1T7uvjQsaWHxEq9MC/Mghi4/YQjs40SsOYz8a/r9oCZQFo0jhqS1S6QaVbrNC7C62LJWpao1RiZdj0haNeXsXe6hVQOYfbu5SV7d7xnuBVANqsoO7chLp6FcDVmJAukKoqUFmKQBBoWyZm56JWlfYPBNcXAPsJRgDYdmhnB/04QExADRIIW0Z0N+xQouMysfaMiUnhhA6xoSZmH49E5HO+aEADTbHEQ3c+A9U1gM5hjlGUoMYLEtwnlOuLCq0a7hcEqioRJtYtlNaS7bvt/n/s/Xm4ZdlVHwj+1t77nHPvey9eTDlKSiklNAukElAGGVoGAQZK2C5Dm3a3ZJfF4HaDsbAQU/urtv1BGZdthnYZShTTJxvc2AZsg81gFyAgjQRCEoMAJZqnnCIzIt547xn2Xv3H2uM55773IjIEKFPr+zLjvjPs6exhjb81mkMUoXGV0VA7S3T7YgkJgdrK6EnZEzptsgMgo8HdtP05M+Yee/jUcj7eqHvooTL5YCC/t9jewfZZDFFmedyUiI5LzUAUDgJjxpvyBMDHXCigRAvPPsKMcibSDBoSOwADSzA3szCc4Z5lkBm7xM0Qpz3vRJcnzM8/pVW0drATyzSAiUVmk4tP1JhzWT93POFeZi1wmJcpJuS40HAVblP5mU1lqckqc5ZKhJQmcLBYTLYggtnRklPEb3NsGcoAWKT2sWMMx97VIAieEEuDXfnGTPj9DSOhaHJLBFEpOzLImvDo1t2j7NZnGt2POX3m0a/jFfv/NTL8ALyyJVnn2AA/ds//E0f63OT927pHcLm7gld99IfAls8csjMH3HDqkATLQj2aP2e0MpU8w2hd5JY0lNfjO8bg+H0fOFtlN0GfECpukLYbwrXDtAUyi0vKA48q3DUDkPLoVWHQL+xK0OTuUiwVx518+UXl0BjgA49tYWEsHBMecffgs85dRTjXGYxOLTDoBgCjtmtoN0DbThB9vO+0A6GnGku1xqXa4Xq3C0caitgLLmkyDhvMmyf5xQ+Dg/ImNOcCIki2MPz1YK1QSmBQjZm6L4WNelzd2O0pKrkyc3nbDuhaCcAwlYKpQjBqaMd8+8NaFCU6+W8nAggBGAZGP4iC2SuQi3aw/xZBiFQU3MCAzjGMEfQqSW6T2pKb7ZlFe+KcaBuV4mL8Uh+kE4fHDOOT6nUdsO7EypS7RGpvQQrDa2Oyw2JkoVBm7w6kgoojh1YlBatrDHoh2ad5AJodULWF6vg6SGvQtSuAHeJX5WzwJei6lr/7aR4XhIDhxRa4Wab5u30JrDV0t4Juj6GcBcPHTRCBYMVdLNs5eyfJHhXZ6FY4OIXjvoFjoNYW21Vb9hkS5NxzhcEZEAStrVIhYIahXQ9W02DmOEaLbaBdQbGbTOaEpDTD6DAn3OZAOSM6ep+dg+sHKA+pFjKdB99YpRSGtivqJ61ivg92TmIiFIGtg2t7qGUNYsC2PZTRcIMgR5EKAn/uG0nQl0vN3hOB6rvuEhCBkWAxrH2yU6XKPWAQzXGuVSxgJQmAAlznfeP9N2Uo6OYUjW4Ru+Ur9eUBSNrQTbRpknoXnznh8iSBIrklZVaAqN2e2182lhTLm2u+c3zjQdejdkaGLBtzILmMcbiU731ew1+WZeVcgsS/kaYYXB/38NFYnjWbNwOThIihuOm6P63PnnkcM5SnSX2bqNxO58nIGXR79xAeWT7Fg1/8CVHuEuB/P2puF4EiMU0R8ALwgqtj3N49jNViK1qnP2n1R/hzB7+Ei/1jqAzDDXj8ctKmz+Bd1AhIro++ujAXlA7ABeWrlMVlFcKot4Byz7F8DskIbVZBpnTgYcDy3mc8zk5upj8dtquPI3rO3RpbGcABM/DBhxUOjglXRy7lj15j7B0Ch8fARx5irFvg+pHC3sqgt4TeKhysDa4eaax7g+urGvvrCle7c/ido+fEidPrBdpqB1ZVsFRhZc5hIAMFhmYLYkmb06olLFXQ5LCj17hz8RgAxoWtUqNsHXC0mldihonnbAm156xs3tZyVMrmwXVBoAhj4hx8vEXc0st6MI/MWVWJqe59xuu2TZrvdj1gfTzAWYnp6FoLZyVvRm45GAf+hbiMphYXK6MJWgF1JfC4WhOaRqGpxXUptY0zdCzZzHMLSxCsmCV/R9/7dmWa3zQOMvZhnPoZVI+81W2XhDRrBSWq7YCre0nB6pwgjQ1OxQNmcBqdLZnWwWq/15aDrtyApj9CrxcpyBmEodoGqwpOV2BTwZkF2NRw5y6iveMZ4LoBn7sw0pqo4OsFWiwBbUBVJUnhcjKVuD4tt8E754GqBmsjTLNS4GqBYfsi+nOXoV3vBQolzAwkR0wYqYENWm4gMMoGjgnWEfbaLfROw7LBaqix3yXrxroXZKjO1ehcDQcNC421W8C5JCLttI9J/0cHKIfJoA2wtSMWhbkkf8PgD7lyoZHWEv+wXBbXxuSGQTSGKsVLKKOhF+LaqCojSe+0inlDpCwFs2wk94LRUHXl8zBoqMrAbC+gjQEZDbO1gKoMdGWgtIoWCqVzAAhGfe/HBinkT5LM7nk84/XfUnBUrncY1hZDO/LtZKDbT8lLgjUSFok5ZdEqR9cUf88dpwDcTfzGnDGXTOBAst9zFCyec/cVz8sUG07+uOfnAkXecJ4/N+ZoYjmx0z15ytjPtGXutxfocrhQMJLwxYDr2bt7jRj1Te3378fygwBZxECEB88mAMx2LDQjWrKzawEuNv8+MzCwm743z1j1z0Kz7mveSkFGNP6kCV/46E9jd7h+U3XcEhqN4447xKccvQMfrO+F1RVC7IAISqVlBwD+8tV/h4WTGLVnrt+Lr7zyBjx7fT9ut49CVSQ5X84iZJ3WzLFLH4mQSoTCMkTZ/ZBvRhlVfIsgUIzjiQDIfA1QwtmegwHlush4EJDChU//1MfXwROI+KbF21tL//gf/2N867d+K1772tfie77newAA6/Ua3/AN34Af//EfR9u2+MIv/EJ83/d9H+688+xas/39fZw/fx57e3vY3d09/YUzkHWMR/cZ7/oI4+3vBfohre6mZhAzuh44HgHlbG8RLpwPWZJP3pmJgB19jKdtXcPl8125kTNDc4+t4TD+3asK62rav4fWl7C2DQYLHLQV+kHBOeBoLYJFYL6D8E9EOD62MVA51LsJnWOsix33S2vg4gUjgganZ42RgGWlGIOPLTBG1tsDDw/Y2+tim44OeygleSy6dmpiIQVsb9dQWkFrQYQyJsHMhhm+XBDO76Y8FpKzqeyBWEIYXZ8ODuvSPTsSBAISis0OHuP9mLUSzUNdi2ZvLg8GAC/UeA0Uy/wKAfCEJGjltLWQ3BeOgUXFuLjdw5DzrnYOGg5Gh6B/AkNhoVfQJFCqmiwMJF9D7VoocqKtt2sotlDwYf5sod0UScMcX0e1/xjI2egGxZVkjud2DbJ9MS+iNnhrR2IsrIXbPl9IlgzA6RrdzuX499pso62n5ureGazcEgOb+P3Cdz7uK3QuXQ/UqA4OCoPTWJo1as0jBomhMWDbrMAMLIYj7B4/iHp1TWKa2AlcbPEKg7oWtDoIyVD8ZRbJr++jS1eY0KQUuO8BZjhrJcbCo9JwP8Ctu4lbDjPDrlNGbtsPME1dPOO8BKqM+PhN9pgZASfQcFQmr0n+7t4drVnirn/0Q7PvbqJbvfd+LPZyAFi9/304uv9d+KO//20YjtKmzQwoLYzasJ6iWtjgv56RoEfxbM4AqghUKdCMq1K4FjXiBgA2ZC+m8G1QMBvKUMnoEiKyEPm/YxFE2JRpmucQPMJ7MUM1yq3Ta/hBad8K/uZ9O0ThIUfK2uQK5qyPVXFI+UKYJv7iEqtyyjmqglY4Y+BpOv7lS9n9oEYmkqrUvEvr9P00DmfJqREEPwnOz9zUglBESAKY10K3e32cZ+xYMr3fJDenaoJulAjFjBho/OsXX44/c/RmVFnw0LFa4NcufwHuu/wFN1fZ4yRih3vb9+EzD/8bPmn9R6h4wJX6LtxjPzproQeQLFoAjtU23tM8B/es348L9np5TjFjWFlwnwmNgYe4CYtaEBQmMRaEMov2DG8QYobGXUp7c9bG0wL5s3pBhGe9/u/g3q/5yhvqy1n33z8Vloq3vvWt+P7v/368+MUvLq7/3b/7d/EzP/Mz+Hf/7t/hV37lV/DAAw/gS7/0S/+EWplIK8KdF5QgGNnyk69b4Oo+42g1Xd1BaX+aQKGVIOgf2i084m6ff4gZ5BL0knIzUdNA9DdXRCAO2OKMppLGxL1zQ5OiF8YGolOeYaQgP59nDUoxFHFMkKeUnA1h3VnnLQ9OYibgywi/Zyvxp1xwN8rbH0jP+iSPtGkjKemMSrmCgoBhXfodeEz5zcV/GS8KIIIFbbTmACJMhNgBl2kVHQPsYYoda1jW0TrRuwoDGzho9CwaeiaDVm/DKQNWhL7awqCbk8+mOEgsDawboG7EUkE0q3UnreW/uhFOrarTyeskJoH8RKJsLls9jgfy/YcqBAogKSrdhq/WO+3R0cSaM0eU9a9X0kYOk3TWWZVToFSczEr6WlWAVuJGo+RvSpKl/KMUyGfFJv/e/GLiYpHOQQIqpaKL1OOl3CVPtLWngOV/HNPymc/C5S/8Yth2IiHADSwIRo9H9eY/B/c8cYGJj+TayBP2ZAra4zzbMco9L1o3MheRAKMa/gvXw7tpL3Lx95jYl4NQVpEQLyViCwJM7MuNjl3GwAXXpijEZGVFpuqkosJ5MNpzb6gtSOfcWSgIB0rRlJk85R1A4lCUVt4yKb9lbfv/fKLGcjDwuOZo5AM0QZnU7v36guzLGS3dGp909Ec3X9ktoNp1uLt7AFtuhYY7PK3/MOYGgBT5sfRjCmDbHeElq9/GxZFAASAJ9cBojuPmmIE5gQLTsop1mbX9lnuZMUCkRJH1MaI/8ZiKw8NDvOpVr8IP/MAP4Nu//dvj9b29PfzQD/0Q/vW//td4xSteAQD4kR/5EbzgBS/AW97yFnzmZ37mn1STI33SXcCb35WSAHWdxbpNE1trjtmeAclELVCxOWVqJYif/rml7KirjlAbxtGwwLZZp0OGCNurx7Ds9uBIo2t2oJlxXJ+PDLZYlgmDq2At8OHHqgh9a7S41thhbhlKjEFVSYzBmEkPVELtjftDxZ97+w6LBWG5UPH+ai0uQt0ArFvpr1LA9pIwDECz0Og7UcUtt8i7YwE9D+OYWFS1R+9xQNOoCD8Y2mmMWIgCAhQ4BVFHaz8ntI+6Eq3UMDCIFIx3xbKOMBfcbr1mKcV9pDFzjqJQFSAJJ2NpZEyCZcYYQDmgqSmOcz8w8qzsiaeUebO3rqHIYVn5usDYqnoYzdH1i0BwrEDsc6RAg1iS5A0w0JAkeb1p0OotbPV7MMyjGeqFnaEV6FcPNRv7vz4G2jXYhBgIJKmz74BFH12kMPSgoYuHFisN2q5RdUdwpNDX21j0RzhUNYL6L3wjC+PztKg4dv6Lo9bWCw1J+FHE2K5kI20HjQvNCpZVfD/0cElHWLpj1P0RatcCpkK/fRvM6jo098VYwDmQExclbO9K/9bH2YdVEqjed0DVpDXTrhAzhAyD/Ke194sbQJUWpJc4rsLo6Ubgk10/CGPhuDgEAYhA47VRObysOInPS8tEJMHao0CrXGNdP/+/wxOZiAgXP+vP4uqv/CqATAMIQNUSs+XaxIQDwny5GYtEkWugEsaQnQRKswsMag75C9S74rphVw6qkv1uvmxMoGcD/KgbAQ8wMcgEJQMijGrYA6WM9I3HVo7J3GKIFQYM1EjxBo7hfG4Plyt+vL93vs8GpJsYgzLpoHf/MNl+OuovFGIW87DXbkY1A7gHoLO+E2Tn2KSxCWMR9y9EoYwdy/cMdUZ9QobgM6LgrhTXo+OJ9WIK5sGFJWfcR9c7gX/V3kLxeJhP8vMqOzMdxK32ix776ThuaZcEfm/3Y+c+cyKxJG69f+uFuH/rhXha+yG85sr3Y9sdS8zYzFzI57UkF+WktcuVeR7BizRBLSDjGr+nILE5y8n9DEgoXhmCU4yLcPCoWWUXVFXuzcHd7UaC/SOMbFgfN0DsHG77/M+5oXduhG56Kv7ar/0aXv3qV+NlL3sZPvrRjwIA/tW/+le47777bqicr/3ar8UrX/lKfP7nf35x/W1vexv6vi+uP//5z8fTn/50vPnNb77ZZt9S2jsC2tZ5LbQrBApANNPOCVTd7jlCXdMJGg+GUSJQhDWx1TgQMa63OxGCkpzF9vHDWHR7AABii7o9gGaLc6tHBGqTxT3kyvoiHBQ+erXGkFlU+uFsgdpzULCnkbyehI2w+NZrRt/LWEncgbiH5WPmHLB3IImo+iwmgYjEVEhy4OTSe1WrKFQAKOIvQt0Xzus4prK/ULIazfTBOfYoUjkTT1ERnWu8rE2avfz5ZKHgOEfiezNjls8JpQiLRk3qD2O6tYDP7cGotEMAAXJMWHtXPAZw3BsfNC8weORViAyJvxg4YWVIGHfuiqSwMrtgophxOjTRkVg/OMRKBO1fuwLadRiA1DF2KVh7/5r8Zgb1bdlxZ0GdvE/sUHXHUGBsdXsSTM7iurXmBQBCpQYo70Sdj6lRDgvdeysdQ5PDVhaovajE4dSQje8THBa0QoUexraoXHI1AhGG5XmpQyc9jFgK84orsdrIXWFKSIHqRXnQNcuomVJVhYQbKhNMaS2QvCgP+kCqMmLx0CP0nsC4ZNruSCPs5rHWWi9qkJ9IEpRsC79gt3cVT3RqH3pEZkxkuDMicRGR35lb0sjLjgxFhpcMxdwQ4jOtokY5PQPU503UiJotLUxNlWBjc+K5wOaM8SwfBpApImKcXMZkhW88iQ8olC1T7b7rXWR8gyDhxpZkh+jCMaFNnMdI2I3PZhwt5W4jZ1DPT7S9XDLREwqXk8bJX5N/XabVGidfzRnOdG20Hsd9mFNkx7Wc/g7fYVjblP+DPJNK8/PlVKI0PrnQTGDApL6FJrZU4+dv/4t4+/k/QaVuxn1/tH4qfvril8nlTLkXH+UZZn3G6jDnihfXO5I+ZjKXRmWl+8KzEKGAgQ0xG6lcSv+ekd0Kz8Z4nxuTKQBmtI9cucGXzk43Zan4yZ/8Sfy1v/bX8KpXvQrveMc70LZyAO/t7eEf/aN/hJ/92Z89Uzk//uM/jre//e1461vfOrn30EMPoa5rXLhwobh+55134qGHHtpYZtu2sT2A+IF9rOgjj8oHbVu3MebAOuCuO3Q2ecaafWEOt5rgkoT4nDBOFi8w94MsAAs0q6tQbijeDquhdh3q4wfxYPNMPNx7bH8GumG6g+uAsTwi8nbmaIpVboK6eJZ4EDVj8jteMZoMRm1uzJQibMItD0KKqWSVVpWaaJucK7U6TUOTtkStWVIUjnKPjOsNGyujazerE/J6mcXSYQxQVTpaV/RMfIRzJRgQjbSE4d/lIrlDOQa2Gh65FAcYXW/58Gx1RDRKLQWDsKQuG4NcFyWNcGTQqwoL15cwgsxgbUCHR+msPzosoGRJBgD+FM7edSJYLLdBi61iMRAAGrr4O0BgGLbY6a5jv7qINe0U41SpAZYVWq6K9tfGotIWjhW0csU7AEkGbXKoaIDBgEoNXmjR0OOs2OFkIAWyvZwczNHNoyBTo0jgMppMiVFSgHc1Ee2Z9JWUaEGV0YDRcH0P108F5eR7rycatznT+tz18TN6UcN1A/rD1eR+/+H3b375Y0R/nHs5O4fDP3zXJo2PMHUhEdzoen6KMjNUo0awsIkRMLsKepEC4rUp969ciNSVAmuU7lcnMBCz+7JjIDCwPH3/xL38JGaFAdvZE9/nGW1wqPNGgpzHYzy5d2oBM89FRc68lWP6vDCdulbp/oZ9+rSyojtNnq19g7Y5WHmCMNgfDSU8aJiXzNMkjHPlzcTzyA0RgkOOFL2Y78sPPuPr8dDiY5Pf4ExEJRfPpPGB5pn+D4AHBzJn0ZVTsdbHPEfaM8t5Ovct53+HguGD3VO1m+aJUputXZNnNcH2NyFQACBjsP+O38Vtr3j5jb98BropS8W3f/u34w1veAN+4Ad+AFWVds/P+qzPwtvf/vYzlfHhD38Yr33ta/FjP/ZjWCxmwPdvkr7jO74D58+fj//dc889t6zsMe0ss3m5YW/rWouHr3To+8SZ55K0IofdpcWyttDKYavusNussVV1ABiVcrDQ6KjGkdnFQDV63eBw63YcbN2B1ixj5Q6Ex/QdWGMJoxIshqLpaRLX0OgQHWtvNllVNpHa5EOIpLgeBoe2cxP34qTxn75LRJNq42ZbPAdsb2nUQcsw8wzgrQwhK7gttWlnOafyNm96R/sN3GZIWsPAE2EqJBXkEzYvqQsRDWqwwGpNI4vTNPCYT+AkO1dJtto50H3foNnkRiRZ3kEkAdie8SsUnczgvgfPQVxVdUSEKrRKQNTa5+wbg7BHF3DEOwXKFSDQsZ2rRCM70lDl40DeFhOsFyHWyKDDAscwrpVs3QWU6mg8wGClwETy77jPfmxQNdNgGG2kz0F6DPOmqkDbO5Kro66hdnahL10GLZfQFy7A3H479M4OxlTddgnVpYvQW0tUF3Zhds+B6gp6uZB4jvHhZ4wEyHuhhd28Btp2PWzXFXCMAKB2psHyH2v649zLSSlUFy9svM/jj72BdK1Q7RpUuxq6IdQXKtQXKqhaEF10nQQKQmYJcMGKkNXpNf3FpzxJBpjbrG9gL5srz4V5MnMvtFlctdx8/XOXboQRyjTpN028uc4iMDZYXnyCwNwiEazk/qUZ5aCnEO/irQynxVS4GVeovG083mBGlTrHcD17Td6JVcUyThx/3y8eoT+G77A77IEyvNNzwx7+/NWfwZ/ZP8VDJSvrKesP4Use+0n8hUd/As9YpWz2tV3jzz36C/i8R35m9v2XXPtNnO+u4mnH78crH/oJvPKhn8A9x+/DObvvH+HoZhjmo+vt7LwMczv8t3FIFG7en8cfSc4jUwaXxjlkSts5DD4vTmi/s+7E4HAyBGixqKiaZhLjATCYZuC2FvVtM/kPbhHdlKXi/vvvx8tfPpVyzp8/j+vXr5+pjLe97W145JFH8KmfmnzzrLX41V/9VfyLf/Ev8Au/8Avoug7Xr18vrBUPP/ww7rrrro3lfuu3fite97rXxb/39/c/ZofRpz5b4e3vdnhsX5RBDpDMpJ6sZbStRdta7O8PeOYzRAAQ+Hjx877j/BAVFqJ5ZSyMMGLLqketLK6r2wRzmxnXt58CylwZ1s0FbK+uwLgeH6meg5YEprJRAzQprAeDc0uLvWOB0Qz1DEO2aWTasXHCONGqlEw38/yGagLsodcAjU80BkSYyPfq0YIdBtFuxYzaWVuYxTrR+yRO1jooVa6YC+cr1DWhIYXKOAxWclGI+1DqR/QCyP4OfOB0D5L3HEsfh8zXuYwtSf2tquQikS4zHBOcBSqfoG8c0xzGNglXVNzLf7cOaHvC7jb7RHpArV0sY5BUHhgcwajQd8kfAgaggEplUomYByIjoHkAQ6cvGQfLQbVHMiDrle8ZJMbCWuGGuqRhZvIwsyBguSVxBsxgn6knG03Y5U78u6134AA8op6KlhaxXY4VDA0YWKN1DYIKllAKno6lowHJSmrwz7JDTWts4yi+ojGAnMWgKxjXiUjmB5OGTspQKs5vNjXU0KUqydt7jPHZtFdiranz5JUezoYZXNegZoFg9dDbO0DXiQB0bieOtzl/Ht1DD2O4dk1KOL+L6tJFCbbbWsT5Z3a2YVcrUGVgD4/iOKi6jvUrY+D6Aa5P8KhBo8zWot07BJwcxrqp415Tv+CP34f6j3MvB4Bn/71vwR++/lvEWjRGT4Bn3jISDXrSEOuFQn0uZTanHSMLhyShmW2tHPBRETVSlORz12VQpsrvwadpMB1keuWKLpVitZJyNnug0IpxbEbuAsYMydobVxFHIavQ8Dr2CQJHioLMWhFr2BRTMSY/fqSn2P1nJen/6DzybQptZaCMUwntJZZA6SpE0mf6AqKiC6RDALV8L6KgALGzzOFEiMzOkXBPxtm30TGUHgF+FHE+ZxgLB5Cens2iUUcc7wDNy5p9sLPMoy947D/j/VvPxgARML72ge/C0h3DQuHR6g68b/EcKFg4eAQ6HgAoXB6u4Eht4+72Abzm4TfEaj/z4D782O2vwXuWz8VXfej/izvbB8EgHFTn8ZsXXw7FAxw07l59GF/y0X+Da81l3GkfjnPxz1z/NTy2fXeZL8QLF0FXRuygK53xO6db2cJ4ExGYZH88M8LSaFzHf7NjuCodCW6TxYGmAkFx2wfVBxcsqihmYQcAMvBWG8kq7jp/vdK4/QtfcROdORvdlFBx11134T3veQ/uvffe4vp9992HZz3rWWcq4/M+7/Pwe7/3e8W117zmNXj+85+Pb/7mb8Y999yDqqrwi7/4i/iyLxOfufvvvx8f+tCH8LKXvWxjuU3ToGmajfdvJTUV4au+2ODt73H40MMOb/5d8QfXRpAbhiyDqbWMa9d73H1XgIEkbDdukmG7dwYNeigCKu1hPXU4GAhsjDAhcX9nHC1vg+sdWtpKBRFgSDSy7aBRGQkaBonlYrkgtPscDxwieI26f91vniHQWSR7uec9NyBJyCSAmMDJtJefVdn+RSRAPzmFJFHMBBsg1EiSyAUtQtxkDbC1XcFah64TO21dC0SuMcByqbFo0iqsawXqHUx20I0Z85xC/MF0fxYBQROj56llYWoSLd2/5lzBQpvH73v+boNJftougHG4IixqSajHHr62GwjdQDCaQY0XEOFQqfSBF6rNyvVCF+CjKwZo8pEWPiMQE/mgaoarFlB7j41a4gvrRxC0wyAacm0kf4V/TjS1ghvZbV1Eu3O7QNsyozcNnK6xoi20KLNyMwg9G7FQxAmWu/OFoHaCwthFTFpraMAWjmLbw+ATEQgKrdmCcR2MbeVjKe3FFo6MA1c1rFJQQx8ndvxuzEC9AKhNCyxQVQGLpQgf43eMSZnKcyH1zjsAMFTTQO9sp3HN3mcwVCWZv+ncDlzXy2iNJHdVGZ/sLo1Xt3eM7uA4MTDMsG0HUgq2H9D/tzfh0l/96vFAfkzpj3MvB4A7/ocvRHP3Xbj6K7+KR37uv2D90Y9IMLzdANdpANNocC9ayGpH9p45FwkJtNfR7/s0KoK94UVmdQpjHdCQct5ZAUyy/pUWBokte2QZSfYl/vscdUGUCQGxPQ4AsV+zG9rsAMsu7gXskBQYRV/g+XMCdMY8Zw8QSbtVnNsiWIDlOjHOHNgq03/KRMeEqTP9jY9xslCkZTwP9VtaJSi+g+iiNLo98bL0ffWWEjkb/b7s8djz87Nwd3I4E+Tp7FgA8yhFXnAkH0dIRHhK/1H87Q/9r/jdc5+OZ7bvxbY7FIUIHF7z0BvwW+c+E9eqy7hjeBi1a/HR5uk4Z/fx3x++Be+rPwl3tg94i3Gq4i8/+m/w7vo5uLt9IF79kod/AvcevxcPNE/Dbncdn3b1zai4x139g4CSfT28f/vxA0CdBc/n7YespcENMbGn611kxPOxD98oxlfE6eF5mjMmOszr3wQiwAMDCiev5xPelzan58grD1QNOHBCiJMnJedIJR0i43DlF/4rnvY/vfoGOnN2uimh4qu/+qvx2te+Fj/8wz8MIsIDDzyAN7/5zXj961+P//l//p/PVMa5c+fwyZ/8ycW17e1tXL58OV7/yq/8Srzuda/DpUuXsLu7i6/7uq/Dy172sj8VyE+Bmorwshdo1GTxprf6GdJZNM10aPuY+8FrDdX8DA3MOhC0RqU3RWkOJwnQ1Vvep2k8AcW3XgSEvL5gqaARgywTWeuAqpN2+6C8CwKHmA2ziVs2a+7ylIhmTZBEkpci1+RrH/hUVRpVpfMisLVUG5LpZcHHGwSK8e+NpvIMSzoIYXOkdUKh2KQMYYRDav6BExFNiucI1gLrTvJiHK5DG6WWo1Zju7GwTGAm1DqLL8DYXYq8UGHjpk3xAOAELRg0aiMXGUEJ4TKGIpBzJwRnEtpzt8PWWxNlUKeWpcbUt7e3RhiNUftzgcKrqWar1GSnFhhkZ4bSGKhBNeQDOsN9KA3WAGUoWOl5FIHdBTWLqYR9AhFRYbIeuyeN6yWloBeNCA+nMbKO0R0cxUMs1Od89m0iAh8fnVzGE4TOv/QlOP/Sl+Dqr93nLVO0Ef9fAjEJVJPEEs+t10zxcGZtMk/ri8oOzp7J6oz7RfYM4LWTHvnIeiUXkY9bU6Ufd46oNNsuv0efFofhXFIwzZUVFU+OI8M2V+KERafsWb+/nVmwmKsgMG0nHVKziqOZc/YUF5lxIO6cS1lxz8YPXVzPhf5xQPKZiObH4rSjJu//bcNjeMW1X0iMub+n4fAZB79eBKu/ePW7sb3PX/3BpJ0EYMsd4cWH75jIXJ9y8A588t7bo4Ugnqmj58CS2yQii2E6RzlY/k4YpzgvZ57bFB90Ks2xZKE9rtwXzhQfdAKF5a+q+ckYhWOl0V/fe1x1nUQ3JVR8y7d8C5xz+LzP+zwcHx/j5S9/OZqmwetf/3p83dd93S1r3Hd/93dDKYUv+7IvK5Lf/Wmke+/W0Mqf30ELMmIar11tsaiBu+8SeMluUNhZ5Lsie4t1shh0rkJrL+CcOcbSdBBnjsTAHNsFDt02woynoE/17x8PBko5HK2CUMA4PLQxj4ZWXqNPAV0C6DpJojaMPGPyIOR4sVSMnbrmxu5OCRpNytkQo+2DsucPZo+uCR0YKkptFOY/aZnGLk+zbZzbBLygtb1NaFvn4Wbny8hdmHLBrEDwIc9nqxkIPPihPZNgIUx0sLIEXtNoxqIGeqvx0F6D3cUAoxlWD1AkbR9Yo8IQNyP2SfJaLKFg0WANRwajzy2aqX4tDLMPzmZmcXkaponyYj+GTtyjVEItIgBOaZjuGLZaxsFnCMqUoQGWJcdGaoGIPoTk6pXPPFlDzvczWL84ex8wZGFRA9x7BCj/bjY5AiACDR1Md+yVhgR/GvgX/N/eUhK/1knSadASjIUKbQDjJ2qf44izLJyd3QApJ8+0bSHAkVJArUCVAXsrhtIKbpSFMyEApfapyqA/WkdGa2iHmLdBGY2dl75ovi9PULr4mZ+Bo3e/R2CDNaZBsOTRYXKFxMyeX6gTAXGRYcxaLIogzaDhz4UIP4VzpBrHDikkikFV5vsPwA2M0dQXdw4NUIC7zhLvAZTtXaXQEtoT3EE2xX1FeM1T9q8CXnaOQjdGglIqQP4LTGwhEOdwvAwESNjYl9A3J/3ZFPtAVH5XRrKelM/Nw5nOURjLufNjo/+/hyOO86JHEUNMan6IpoWVYxEvjwBOwvymDWcuKcghdkYmmyi5M0f9DJKgTLoEaGHmaMkRIcvfUJA4gdQdgTleiZAcFXUk7ojByyM+7PuG7HwmyuoM95Gf4/69TfM09GfuvvXrBaP14tdsFC0JJTeezetTadz+QDPrQvYYiwt/5tNPL/cm6aZCUIgIf+/v/T1cvXoV73znO/GWt7wFV65cwbd927c9rsa86U1vitm0AWCxWOB7v/d7cfXqVRwdHeGnfuqnToyn+JOky+c1vvovbaOp5OOujtr4MZkZdrBgBh5+pMO167Ja1r3CY/vlol2aBH0pibrkj4NhC50zsNAYWLT0ratw6HaQllhgDGX9XG8bOFbouuS6dHjkisR81okQIe8C67UENvUjjHTGdNIK81ZCU562BCh7XszuJSyf8ptCbnWoKpXxcGUNSuXQt+n0CUJEGpcpnzcvPPhejO7l9S4W2lt+pmWEAzm3YuS/w71NezFlG9r4+ryGSS46TvylIhEoYv2OcH1VwTHhqK9i0rxju4xziUFgSp1y0GixACuN4+Y8ijnm0Y+Ks37oC4Fiqknzv1dHsXPMgjkOpdEcPYpqndB9LDRaJQAOIlAUvfZtnhkP33+tspiUYtwYO+oAmnxcDlVgqMwaLqUq16PujgBnYbqjsrYgGTNLrg1mTFrDvNkSET5mbsXIJ1RVl/dIictUGEMvlNHu+WTC9AwP+VMwrS+Fsf9XxEhH+i65ds52tkgE5wYLa09w7n0C0r1/52tx+RWfAwACE5ujthFgtgR5LleSzAbcUvoR90lCERcXaIzqU0CRcrqf5y6AB1iLZfRIAdS9aGd5jMPAKPzDC3jVbJ+dIiCN+zTT3VF/z0RzXEhmFd5cFxXuPEWbszKjK0u8UI51EKTHe1bIKu1yIA/GCeiEG9o6e9Bs7NaEokABgEA+SziK5GikCDSfJ7SsdjwWeTMzmFtVUzEXygflWSJMlISbGOGxQJF4AMQkgSF+IBcoABQuQtxzCdVoWa4BIiCGZ1lyvnDYm0cCRZorIz4nQMEP+Z7Oab3MQcpqP3abuOm8L7zBYsIoguMlvuWM6ycvK1dKhCbm68LvK3qrdCm+lfS4kt/VdY0XvvCFt6otH/f0kmdX+Kd/+zze/8CA//WN13G034KI0CxN8VE//NEWDzwk9wLs6Mte2uDC0qJ3BoNj7xoVJpVM/oN+C0Y5r7By8XrxHAEH6xorKwDqzBLMG2g9A4k6WIY9HnKe5YwHwohZGWmCzkJEBPjkTUGSFsFCIbhrzcUkAEBdh3wNFGH4b9SEOKctcuzbkmu/iUDevYyZvaAj951j9H1glLNynGjKq0r54LpS0AjJ7XKKinL/WxNHoWlO+T02gYvbWOqb/yX8ryUo0jjoCJoY23WHY7cFcoxGtdCUcqSAJCP3AA3SW9jb2sL2+jEYr7IdFtuo9h5LM2AEw5q0Iq7IIk0AcHwov5llD1xug7bOYXvvAXTrAzx824vQYgEQobc+sDmVnP1WYG+tyPmvZJ3I+g/gPF3LhA3Ej+9IedQnCeBerPegnARmk+3LWsPLHjY2aAspf8YOow81J3l6h/M5ToBIgtmdS4LJzEQlUwEXLgF9Bz46LK0k4ae1EnhM5VyWg9IrEwAM62QZsf1UGDr+vbOh+j1RSDUNXvQ934n+2jW89598J6787M+LKxngFSEZtGjuxuonAxmCikhbZdnJ/Sd7bYZRDZZjHvLvmT8w33aX50siYUDn/M3H16Z7Eed6mlje3LNjOus2HM+MEXRnUccJx8mmdihFcODkOuk2CwMAJskEg2sbO/ZQq6IM0lXwBSiJCVNLepDTMm1xkahsTgYdnTuh7eNnoGVekIeG54FBTID2AtAJbmFhLFSWhyrkV4mwyZssNybN/TgXzqCaVnr+W8b+sljYWDPsekYZldHQAX90/kVgIjzv+u9NePl8XnPPkrwyc6kYz/mxtcyF+gdMvsUYDaooK4zfXHzLXFljCu/Vp6+vOSJK32/ctngNAGmNq/f9OnZf8uIbruMsdGah4ku/9EvPXOhP/dRP3VRjPt6JmfGuD/R4/wOlxjZ4L2iPDiHa6iQlMwPWBW08nTj1fKgcnNcwU7ZYAjnP4liHmPTO2mR9cI5hfaIirYOJM7RLrBp5QrnQD1nfXFgWbkSAyCnM96DdCzxTECACg3zS+8Fnl8Egt1n4CM8Ha21+tpzU/E0Mf34/mFCV4uiVMub/5hc3xfE8qZ8lc3xCW0+5X2kXgYsIos13ToHIboztAZUlR82/sx4vV4HZu+KdpZE8Hfj8LUcKQ730iEuAQV8ww5samVZMLmBPnzNkZ0/A8AYDYDJoq23UnRM3B9Ignzm77AuyfhPYZxdXscRRWybjI8+wEkuNmJqGUjDI3xkGBDerKF16S8TJa5B89WPBRiBOg3mrNJNP+R2q//gCpv+0UHf1Kq7+8pvQP/pochnxzGM+aWbXN2XgGjMM85ihP5XhAEaSa1aWzVyNMoVQQhDaHNs1W26+IPLL3nA+O91o+vwmmnUTuoH3T2pj8QgBrHCmAOYx5XszO45CQzjLp82ZrrPALMfGABjnPZht9ylMugsJEH3fiOQ3M0SwwNljTXzjERp1IjNL+bzOLm+00Ph/Of09zv48OxSnHiWEld6Go4DrNz+gkpgRYDhxD/M5OKjKAACKI4lLF7NxsfG7zKwn3wylCaySIiDyAtn3Cq5NgLQpWmhOsCJtonjyWfZzSxqm9OZBZGbo5Z8CS8X58+fjb2bGv//3/x7nz5/Hp3+6+Ga97W1vw/Xr129I+HgiETPjR3/uEG962zpOOAkCE5jZLe+P4niKU3zXHTXWHaH3aD0Ait+AZ1YRGHtCZzWYCY0ps/r2ToGZ0A9AOwi+IAHYP5RdxjnG8VHp994sNBSJG1Rom6lUEeQMIINSZdQ+CdDsGvD8lKLkZ5oHpuWWf2UIfc+RGY/WCg8pyxw0/hlT6ylPyhfQlCYuWkRQhEx7Tz43xajJnDNTSdgbPxPu2cxlgIizoPLEnIX2W8u5lwoAgtaStbuqAlOYsM8Lawfy92l0n0ebu/zbD0CdreytxmK7CRCZAu2qPbPe6N73zTNKHLllKLaRYdeuA7EFDR20bQFdwV64HebqQ/JEVRfJ7wCIJt56Rt6fcjz04tqTzAXgegGnDI4vPR1OaSztPrSx0HBwBBxjiQHJ8lYSAcRIwLSc5ftKDzdYewvGFMuSeIADwWphnAdVyTf11ouh2kK13oPpfVI49nkuosuIkkmtDVwvFkgKDr6bGH4isDLJzckQ4Cpwt0rCSu9RpYY++baNymOilMUcfk76cWeGJMfrR0oO50BalBjsoaWbC9tYXz2QpjQG3dAV9Vx4+efO9+MJSqsPfgi/+zdeg8FDpCtiuMC/KJJYFedEGJwwHySGKD3dj2QLSe8U/s4zibactyaR31uoYnD4nORdY4awa7EIFZWXEkLcxdpBb5X7TC58RDcaSstS2oMIo6sy9y8CUMTCeQ09+cSlJ8m4cZVyELq5vJE/GPbjsWCQ+4qHImaEttiPoD3OKGfc47io1Je8frFQi6umtSjQBIOgmdc5JyHF9ioVLYSb+GFSCqSSy5MyKUYkaNWZEbXmZDNG348F22mfZ/uvU5+L2JHZ+CAgdEEag40CACnJJh/KjUMTggmzkcrZIYK4QT2mL+NCe1X2KAKIg7stwRHhN27/c2AQXnL1N8WzIACK+P8572LEHQPdaJAVYHa8CykFAIO0XuL8CmNIMk7ABgHKP5/HJlGtfOwTQ5FvDzHgynwSuaGa4IWMICBmVeXrZazQLRGk/LWoKMgnmfxWSuH2L/rz037cIjqzUPEjP/Ij8fc3f/M348u//Mvxhje8Adpza9ZafM3XfA12d3dvfSs/Duh9Hx3wprfJ4R55DT/Blssq/q0pYI4ztAF2dyvs7lZoe+D9j9S4sD1gq2Ec9QY7jUWtBbnHOWC7BoxiWFZgH166GipUWpg/6xR6p2GZ0cYs2oTrB2nWrVdT14autTBGFcLO4UGP5dKg8hCldii1S9byVBrOzsQUNJ3+ZeaJmxKzuPfkAkJ6B1Ep67sS10m4lwQ4YLVmVJW4QoV3lGJoU7oZESVY3Mj3UdrckjaGY/35QTmM4k1SX/L3RTCyljEMDlqTN49LmxwrEAiD5WhhcQ4x30SoUykREowG9ARfPG0yRkMgIp0ICG3PqA1QGRaBInQcgPOgfo3usssKlgFFgvyUEhxJQrh6OAYxi0DhB96du4BeKeiDq6ChlwOj7+S+qUCmAq/XwLldYHUsQofSkgSOSJCTlluAMWh3bgMrSdpGSkFD1EqKgDurR7Bnd3FodxBCoXNeQoGwpdcgMDquwAxUNMTYj4ZaLGkl7fduTVYZEDsY18Epg0FVcYzqoRV3qGwS9ovz0H1g+L0I40/x6AzBAHQFuFbgd/NJPCImSgJF4uRkbIZe3tH6RIEC8IetUnArEXjI78chGJsAsNbRXYuHAewl6vAvEaHZ3QYpQrt3DNIKjdYY1r2sz6ZC/97fn9T9RKYPfM/3YDg4iH8TkRcSJPgdEDcQJhbY2WA50j4fC6FQqMRyUCou8p/5XhamlPKuN/DziXJG0aFwjQrXZOmkQtgB9thBNZ6hUVTGHFiOPvKhr7G9MQNzGdAa9ATBTSYXUMba6JzCikncbzkU+ZgUTG4OyTo6U06yckRFVVDIMaLwEPrif0Q3zRSrUe62IW/B0Ll4prggoDN77hepMaM2kSJvqFAe+QrirpTJGGkrSUoeVSmAHNyQApaDcoqZfdB9LugRVA3wENoM0bJ4gQQKcY7mY+laFoE05KbIc5xokbC08Xuf/18uVAVLWZhP8RtBzlJ4gcHlh63vMgeBloA9dRv+xdP/33j5lf+Cu1cfwr65gGvmEp529H50eok33/EKPLQl+Wp+8Lmvx8se+UU0doWPbt2LS8OjeOljb9k4HwAADrArhm5IkuO5EXMfJnqwWGwSKHx7C8tl/lwmlAmv5MdnzlIHuZ67pBVVZYJeLkBuski5PqzpsLkAwUrmugHX7vt13P3lX7ZhgB4f3VRMxQ//8A/jvvvuiwIFAGit8brXvQ5/9s/+WfzTf/pPb1kDP17o0esbgjJZ3J7ySaSIAEM4f77CYqFweBzuEI7WFc7vANtL4LBVAKpYUGsrXFh0RRAzg9DZtCKIgMElP3RmzhUDszCozjG6zsYNONBqNcBajaaZZujl/ORLzS+0WGNScQPLXonqlSnl99gL+tFUOK0dzEDXMSqT+qE3xIcoQjxYxZowrls6NB0vsUgoJXXldU/bjng4Oa89Igo5Phy2tuQ75d9nsPOLcgimW6TxC1ar0F5FlMX3EiwDNc19DEGMUnkMBeSwswxU1MUTrrKeCTcLaNcnRjm8s3UOtqphrj4kfa6yCHFm0HJLBmu7zArNWVZtkIIzKUEbj76sIsZFs4eVW8By7Z9JrQYL2pNRDhVKp/OKOxgfKUfOoXE+KZ9LWcAtV2BSsVaaOjH7hpg0uZWWrOKTNTBjoZjTbm26nnCLfd9OOh2zdegn0Rhqlgcr0L9e681jE11G1fYSpBTWVw+gKw2dwTbb649tfO+JSOuPfHSyKRBRgawUrkELw3+Sy8HkncAk5MyVZ9BCKcziz1+4a54ShwF4QcOULhrsALtmmB1VWCnSA9NrRFQE7xbtBLAxMdcJTL68j+QSchLlyqSMeZ1rC7K2yD476ouaB44Nz429B2Y10lEAAWwvieiAsOaUKMymx8VUsPSByeycMPfBopUF4Kf+eqa0EgbR9fOxaxMBhkLgdt6P0+cn98LYmnrm4xLESjd3nubzZGIFKusmRd5iwenvjK6rixhUhV+685Wntvehrafh39/7PxXXXnj17Wi42/CGb9fAgpwWL0yfIaLNHDKdvt7n4mNiuRueP4mCMBHP/1PWD1svcBIVwjsZjfUDD5788uOgmxIqhmHAu971Ljzvec8rrr/rXe8qU9s/ieipd8wPZbNlsG4HVJWCGaVP7nuHxWLegdI6YN0KM6kI2FoQWgdcGWrsNEPSPmcU1q8mxrIeYpxGZUTbDQhSUjcyB1aVwnJhcHg0hQNVY1OvJ/Kas7wk5zzqkWfSJZj5tIWSTKNKAYtGeThbxnpd9jHXlFmv4Tc6Q45SQGUoJqdzDjFxT97+YKkw5PkGEkuAdWmcTvJTDy5Ukdf0mbFTBvIwFslUbp1f116xFiwYRGKtAORZCcpOY+bThUCrZHbOlGtp7BneBUjeHQaHw2PggICdBrh2ZCQZnmJcOmfRNIO3luSCRXIj0rbD1rAP7V2DAAlKdgCsWcJ5Tb+2HaAr0PIcaOjgts8DRFDtMdT6OAmG431B+ZqUxGYs9x/GevsS2q2LYCI4KPSowSAoOGjusbKmyD7PLLFIjhUesRewWx1hp27j2AxOY6+/gLuaR+Valr2bsn8FASrNZqs0TIEOIzsyh3m2PhZGPbc0MAPdGtR3iOpQj+gU6mRdAbb3lppk4y5WSBinkBSmbgCrY4bysTAtc9Em09uISCmB8SUCVUZM8W07eU7QgjyEbC1IU7oRoc8NFury3ZN3nsi0/fzn4fi97x0Jh95y4BUEOVVLA9vNC2wEAEoCUQmjfcIqDG3pwhrf80y9rgluEMGQFKHrvJC8ganR2wpuwNTlxyBaHqJAELSdNN0nU+MxyyxvFBwC85JtZcFKIL9zZYxXGmW+5UX9YaxpynwWzdEAQfZlVQkTFVxgJs3LtOzJUlH23/k6x3F6bJ1kMo7Zs+U70Aka6FAm+T44Zs+YKxH0/cGwKfdMciHimJE95hRxPqP72eTZk4lEeJGzsxw7pclnZz75fV3rqFVndiBS6NcWylvqAfF6cNZN5pBzDmyBe/F+vPqhH8BPX/6/Yr+6GO//xY/8a/zuhU/HB7efLVZoGYHYeWKH7X4fVdvCae8m6AC1COd+pgwbGLYXoV0uMHR9hojz0FWV/pVg+bIvEzdsP0dOmpenEfcMVP79EH+hT14XbJGsfGFdco/t5z3nxhtwRjr7KGb0mte8Bl/5lV+J7/qu78J9992H++67D9/5nd+Jr/qqr8JrXvOaW93Gjwu6vKuwvSyH09QapjJgZvS9K7QhRMB67dBmaEzMjO0lABAOj4XBZSZUnndhEKwj7K1qrDo1u4/0NuzkBK0ESenpd6U4hu2dCjo7jLQGLlyoUDcaZrRp1LWG1p5VnWixynoFNjctFrEauGxxJSZ8zK+HPBLbW8pbAQiVIWxvlQnuwuJxTt4RK0ISFJo6JPmTDdyYwHSV9ZE/LIiAqhIXGxFQEMc61BPanm8S4TuKMJFM5qHM8Nt4beEYkj4IF23n0A/JxaofSihaE8eiROQK2or8G4T0BfKbcX1fYnvbnvDA1QqrTuZOOxAeum7ADKxtXVgFAhyxcgPO9Y9Bcw/yjnYKDCiFvtmF07Vo6gGw0oAyGM7fDnfhdmGYTQW3tQu7c943XCHPYsimEmHCCxQgArHF1uEV1Kt9sb7RAixpXuGgcYxtMDSsS+0dnPKugATLCte6XRz3EhdhWeHqehcrt8Ch3Y4fvvMwtYE6atCrJoIbAIReLzGMUJmq9QEIgF4d+UR3LAJCoL6F6tYglozg5GzB5LOuZAyqJvaZJ4vISZnJj85LvxVQL2RpWVsyZeHDmzmlBvlA8Mytw2jo5cJrMtM7brDCMBGhWtaothpxgdAKuq6wfM5zZ8p/4tLOC5+P8cmvKhX3llxLqRsFZRR0s0F1rwDtYbHDmAZmRBlCtbUBC5S8IKIIymiBglxoaH/OkCKokVJKbUk79CJourM2bKkCujNaRgK6XL5P+eWQuzUV98K10RSegw4Fpi4iBdqSK/+dpYzpH1NE4/LfJfQrdyUp3y2ZutwnfSLQ5O9x+GYq9i1ogU9TngGBsaQI2BLKEoZbFS5DOk/a6i1a5Psk7lCIWZMDcMoE3vUGVcaqoRRPMLLcBEZ4rp+hXrMw0QpDOs1Z00gfw3wxtfxdWLyZI7SxAuMFq9/HVz/0L2CcWBw+4+qb8GnX3owv/eAbcbF9NL5nXNqDa9viy9/zgyKgtUgxRSMlKodA95wsitwmJxqIyQt1GtlcGD1CFOtQhhLUbpiXp0yXseDtvFaSO2R5aeR3+FYbFaGjAHBmhe2RQeBW0k1ZKv7ZP/tnuOuuu/Cd3/mdePBBMaPcfffd+MZv/EZ8wzd8wy1t4McL3f+hAe1A4nPIQL3QJewgAMcO2ttMw7X9/QHHxxZaC7zs/h7h/HmNrWVSJVV5XKsX749ajUon45poZkWtzfE5oa0F4blPZ1w7JFzfJyybBp0PwKv9YXd07FDXIlgwM5RWUbMwZzgOzG+Yx2PzcaC+d2iaMSyoWF+qKmj1U5ByEhJE+x8sCIDAtubxDUan4MMAu5rHcEQi0eQbFeIXKNaVgsLlHaMZXc8jzwcvHOR45bEOnq0zMB/2BBjDuQ26HxjLRnjEOP5Fuan/QTkt7lsSfK4UY+hTnVpjtONJn68c1Ljn4hEGVtE6wSAoBho+CsNW/Ct/pJOLOCVhJGdL4ZMIXC/Bq0MEn+zoEO6saN6X27FtQWlVr/dwsH1X6qz/tyIHTQ4WGpYBZyWTfBobKeFqu4PDYYHOZ9xeqh7HvIN2WECThfWoaVvqAJVycKK6zQK9pb51vYve9dhaP4a6PZD7zhauUQSAB4khobZMMBf6yVUlAdllpL7/6QMkAwIUC/Q0rVfAqD0wBmjhBQ8nAgknX36lNVzTiGnTplgJ+O+CfI5qDWgN7od4fc4tKhdiu99/27R/T2C6+ov/J3StI2NJGeJdYA60ItHM+nWqtAItE0MW0X+CZjxTgOT7HBG8llTKDb77gXFNjLq805yvYZcWw8oKI7ijJcmd9gKDAxQUaNv74CsI4o3KtOujPUupqatT/gynJs/cS3NVZUnMimd4lCyUxAIxyRfhk4XN5jtwKNycgmA27ksey0IasD4jekSSyy0mWXvmXZ5G/dZlXbHdzAlqNSMiJOvQaO3HfxU8xKsWSNVuiOiM0u/8DJk55yrEmA4K880LHQ5umrhxhlLszOaxcDbxL1BA1Wjv+jcVrJJbmXfxyuZd4C/YOUHn4jxWJJ0Hl4fH8JUf/t9gXIc71w8ACtjt9vD/etd34CPb9wIAnnr0QTy8fApaanD34YexNRxNjQBOYGLJx4rEB0bWJe5FMUoGEzfHOC46zbmJdSqHc1UE+LWQC+Sx/4ZiwsHpQGfjF60a4YScoSBYhDlO2GjFDP248nP/Bdtf+zc3P/M46KaECqUUvumbvgnf9E3fhP39fQB40gZojylqsmY2mHAf8DwGpcQ6kTkfxUBsopFxrfCvnyOtCVsLwsGRMPGLDCGSmb1Qg8R0n2BSuxHaJDwLbyN1jd16ygfhBQ/P6Ps1Fq7Rhg1wU53TR9NBP8esFwfhfKknV7pJu0bp9kRh7d9xEahoDvUolZNZNhEAaU4jy5JnQ5iCbNND1iOvdWdvtyV2PkHeTRk44eqFaPCZ4aqFaO/ZwZqFaPeHNVqzDTdjQBWBGQgnpuOipXLHR/u1to4uDoMjVAwwDHquQJDcIS0tAPRQ8PElyILaAFmbysjzo9WWhHY/cuwmz6Ry1NykK+qJrlLMHhkL0U2ufLbo7ExRVLpBhb8xFRiU0WClNrpcTOiU2I4nHGV+7fPe+Impnbg6hL0zMKSZRXUTkVFRs3kiQ+BJ1xpucAiK2mB9joHLvt1kIIz4KUWSphP3UdmGNozDRE17avMLt9fpzdPfD/XOtjnnvxSBlDCt+Z47aePjOO4CFOlcZm5m+PhYjgxm7nI1fj725waXGylKSEWj8qLQF7ZQN/p9ExTmQ26tGdMmzXn+7aPAuqHDT1t/0Att6ZGKezzz8N3xmXuOP3Aq2lWsYtO4Unb/hLM2F2Kn90dC2YnbvnyXcVmTMeMN18fEo39PpFvD222ix5X8DviEMBHoeU83WNSEtTe1jSVUAFAkCEtb2yZzQWI0lYqJcxYNRWtB0GgNllGZsBPKv1u1hVYesjRoCYJPKAS7P/wV5mM3EJpaUJICEYmGbdsAy6XCwcGAYcgyO0btT3mmGJPaGSBhN837AImaLyCTJ97JN/swKl64ck7iA0LWbyCY0gldJ/EAy6UIRJVJELZzFIQXRWWdcT2y5A9ZNgSuxWLBLMHa1nH8Zs5tFvwKCN2Z8SDf9/zwCEJSaFs/yH9aS1k6akCmY+aV0QVpnXLRBTexNP7CCC9qxnFf4VzdFd+1oRYDKiyHDtqrj4Q/d7F2qwycaUT3yuLrzbqCGmxS7DGDunXaq7VBf+EuOKV9ULYgUPV6gRDxaJlwqCWmQsH5fBWEw36Jg2ELAAm6JHMShDLBTwRN/y8DgMLa1ljbCstqgFFyYtTUA6TRQkGzjd+iRhbcxwxjWzjdADiUA0BpsLdsRA1/gHxVSuIs8rmgfWC3pL8tT8b8l1JRiCA7CAqWc8hXfAwQyjimHLlG5gKJOxQAVEagKQFwVcGt1oU7lqor6KZGf7SCW7eAVhLUHfrGKfcBA1h88qfjyUSXP/8LcPQHf3DqcycKZXwGRsc/prUCtGgmx64n4701h/8syoFoQOOebVlcPxzExSnjpot9kpIvvBvcyUniTuzHZiZS4hQkfsD1jFOZH8+IF3v5jC6DkdC4Qv3KKz3YicuIXqrCRaSIz82+0YkxJf43W69lzwQDQPrk+gGqUtCVTvfdyOrtGc58jEUrngVcFwu//J2hc6c2zwhJRfsUoLJEq4V2nhmuTa5HQUCYg5QN/Y5a9N6JRWxGCI7ocyNLVoibkPJC4jlx6bKtnSnDtyW8Mzrjg9tUSDxXtH88x8bNdH5cMiQwdsI/zfIR/juEeSmw0dNnw/k//hb59QK1zB9eueWs+H0WgakYuHGdoV3+GzPj9i/6ghso8MbopoSKZz7zmSdqNd73vvfddIM+XunaIaPNzIyLhUE/uKhNr4yGUoTGByInInQDY+EXfdslZjIIFotaVBAxh4R2hfZME2OAQKlaBxCxh54V5BBFwLoTF5+qAhynYO1c6UwEnDtncO1aifLDAHL5SI2k9QAJK9YOFxk8Y4TZD0HV0tvg2pPqDP/mSlZmYL22HplqJFBkxAy0rcNiobFuGXVNCO6aKlMSKwKYqciRkb5A2n8C+iYA1BVh3bJ3v8o2VzUvNOQbBnMKyDQ+JwUD0HOQcf5QGC8pGVMRbPKxCv0OTDQgQd4g9vEphJ1tER6dA9qOsVyQ19ID55YikK56g6XpUWnRtC9ojYZaGNtHgQKAMPfZKGk3gK2C7leyGSpBT3KkPCISA0MHtT6UPVMpsDZgMJxJJrJBL4oJqIix4GOsaAeOJdaltxoHw3ZqCwm64RAsMtnHs9ncGdOqN9ipexAROlfBKIuKEnrTACOCBAYoOFR2jcquwaQwmAZVJxBtrDx8ZGy0xJSACEwO5HN1sDbiYpRbduYkb6V9bIVnNJgBU8MpDeo7OZCVBuolqGvBTQO/qKS4waaylZY8Bs6Wk4UIarmAO/IwcxmzUG0v0fY9OGTX5pRvIBxOzED74Q9OB/UJTEfveff89xrRSUoMGejTGeiCb9YEmzOKQWGkMuhRElcUojJvxQSNRok8G6BFkbyfCoEijz1QRsH2NmnUQ50+c/Mm5mbMZJf9C2cXyTw7g8zCAWQjCBYjBje2PdvQx/cFpCAbtE3tV0DMZrwp4DoTBmxn591jIIx2gBVm62KMQurYVPhyg8DSCoPs4rk/q5SazIWMqQ3wtBwUDF7IqmhaRt79muA86lPY9l3vA97D+ZnFAbA3oVO92aMhWiCY0/iiFIjis0rm6FhgkjnnJobW6Xf284Uo3qc6BWpHt6WRVEE69Skv60QaPR/4u1mBNOyfXtEVhKsAjBC+cRgn+XaBh/DCBOPmrEkDBFUMaf/h0KbO4uhd78b2Jz3zJgo+nW5KqPj6r//64u++7/GOd7wDP//zP49v/MZvvBXt+rijj14RLV8wIyul0MygCagZM/OUOQ0HjTCklRZBIachYzSjqwSxMJeeKrD36SdUmqE1cPVAo66EYW67MglccN1qGhXb5ByKwO5xm8M7QSKuR1B0dUIKlfxgUdsv90IZgbQG+l6EkO1tg35vikg1Hr+0sIG2ZeyeA/ScfyumjHu+eZdSfXhwurOHTX9sYQkb/BiGlohgjCBazcHxAeKfPUdjC0/ZDr9nU3rO6NSene3yvaZmiVFhBcKAO7aPorC4rQ5RYRCm3XWl8mvcUWZUwxoUMkDb8hupbi3mkxBc7MsK0Kax/SPXIAKgA4dEAm+7dmVgdWoSA0wIweWBYq4R5EUn4TiIto7HgY2EATUGVNgdrqJ2YmUx7QHq9b6850KCpdH3qBugXwvOvQ+YjrKOMvmCLk6tcPCyMuCqkYOlbqBXhylAOyNebqVv0q6A9RqUB3QyC9LAyIc6WB/ImKlZC/6wnWjHFUAO1iMNDQ99ePLeE5mO77//VIEC2Lw2hTJt5A2QNkp8qYG4CAP0aHym0ugOOxDTiQG5Y8ZJN2o+XiFb8DmUcPEIc0jYO7032BP7qUJivBtgkCLzVW0YZ9qgUc7amzZ4z6xNigh7QzjwUFpEGBPBIAgWZFQ8+4p6e5e0cMVGekJfQ5JDCrkhUkA92/IbEkZ5O3RAW6LUbweBN0QZgDymYEnQlXdlyueSfy1av7I9Isb9nEC5wDNGIBo/E6waY5hib3g4tf1jUkoBzfR5zuINJ4HtI2vD9OWZe1xuEwz2nhDyzTiPPc2bOXpvznpHRNM8NDdCG9DDyRgc/OH9uOOVH5sEeDclVLz2ta+dvf693/u9+K3f+q3H1aCPV7q8K2qgra0K2mt56kZDBwhCxzBG0I3yjVBr4NyWQmXEzcloQl3LhOv6MaMbauOYETlIur0VhnJM1w41mIFzS4eDI8bRsZOEar2UJwsr24wwJ+RIu7SRFc4AFo0IE30vmnyjpb1jCm2yJT854csAHzcxiglYLjW0JhwdDRvPeBkziU9RmuBcaZFglm2nH0TDbXRi4kOg9/h3Ph5jEisI+dxkaUtzzp3Mh2RaqnIDy8oevzJTXj5/lEpjTGBsLSQGYLDAdjP4wHPCQvc4txjQOwW4AbctDlGRWDIWWIsbEFss+kMoNx/Zp9tDYfarBahbQdkeTlcxaVTUsvgsYcNiB6w01NBBtUcxGV3oMIF9sHUcHrRcY6/bQkUDejbo3SYGR16yDhERSqswfwiNGQ9cmf2itQa16gvhQ9YSYY8uYoeUaA/1DpbUSK4LBpYHD6FfnoczDcgNMKs99ItzqI+vQ/frWAcDcLpGv3UB9Xq/aEW3dQFO1yA3AM5hWOyIANMfQ5EGmQ6qT7CvkTlqlpJAsBUBhqsa6DqUUDrTORLn8ZiPZIbreiD3IYvFyDWzqESTuntx9js8Ual5ylOx/uAHoI1okt3g3VFzJQ5QJmjb5L5ygxQs0vluJBYjhuu8JlxTEjw2EsEDqCWtp9/jAmoNO4aulCAKMWLA9xgyNyoHpl58G/fJmEk5G4uQzO9E4SJT2EToVJTTlwjxoOATFC8ZJzi7mQbL3CxUMKW2z/m/S7Fzws6G37HOfM9J5wEziwAwQuFSRrK35+s5unhZjqhKzvo9zicgdIOTYG07I/CRKDjlnSlyVD4+gX8J856UuCsxZ4k/N5DtXdyL5tzq4ichArNLc8vPgdOCzE+V+yl9eiIAVRY8Tf6BMW3iirNj7jRdgrhvTwUFAMk1i/z45mhO+XMjK8+tIh4GLJ7ysYMIf9wxFTl98Rd/Mb71W7+1yL79ZKF77lR4yl0LrPsgLOSIRIBWuth8HYvm/o5LOk7Q5TLig/gy5IA57lSWl0I2jsbYuKB6qzB45qqpOE76/WPCwUpWwlGrsLfvYEfxAHVdBqiu126y/xpDaGpVbIAR+rVS3uVJGNm87AzNsnD5IoIXrsKClzaP8vqIMGMIxmg0jcLVqx2qimK8QChrZ0dDK0GDAnycieMo3IW9jAHAg+M0NUdlksu/i0sM2TD4vipGbkXXmU9t3YgrmbXluBYIJEQy7n6MQu6Ksq9Sl8qEzhC7OwwyDqlM6Y3WhKZC/JuIoIjRGMbuudbPK8bOzhomS4KnyGIHa2jXo0Iv4+KFPu166GENgCQ7tP9IqjuG8hYJNXRgK1YKbQe4alF8YKdr2K2Lcee1ppHAbCIo28PqGiCgdZINPgplrPCou4zWVVhzlkQP5cEQXJ8GSz6AW0pwltD2JIKjyrO3MxqT1DYyHzSOhgV2zLqY6z0bEDG6ahvBBtKfexoqu8JiOAKbp4r1wdPQbKPTS3TNeexeeTeSX4LC8cWnwpkFlO1h+hUcgPXuXTJe4buT5OQAEQazQNPug5tzqIcenPm7MAikNLA+BtjJLlBVIlEeH/nCALaDuCfQaI4Ng4dSdCKQMMOu24gAZbYXGA5Xaby9ZlysbBrNi59kMRWf83Ic//ZbogTB0cKT9svgvw3GBFlolknI/neidp0z62t2z7bCHLJjgZY8gaFiIApBIESXNmagWqT5G/Mt+Ge0SgGkuYZbeOukyHCOk7Y6F1rZC+fRryO1M/iRq0rB9S5aIop+5G2OY1SyrjkDHF0GswSzhfUitoHnZOfMZUy+a7IUIOUfQOiX3AjjKjCfVMQaOOszbGf155r0MGZ5l0WQ442xJvJdEv+Qj0Ye31FYu7XA0treQtcKti0504CYrbWK/dhk9ckhdxlekKlE2FZaQbKVS9vzsbCDTZr6fAxGkqaAi7gJEpg7JZYglrwpn6f/hgCn7OCaoUzOy4zeUSLETWIyMu3TSQJFLizO6RXyctmd0PbYHl/KLRQsyBhc/pzPvnUFjuiWChU/8RM/gUuXLt3KIj9u6P0PAe2g4qSqMreElLArzUajgHPbyXWIqIxbAMR3XHsPkW4Qz4aFceID7zcmx7LJD53Guie0g2iqj9YKqy7s0HIIVBWhX5XTvOs4MvjDEBjjpD1WilFXYTGlBoYYCmaPHGUJde1jB/yCyuMfSs1p0i47J32cOx/HcRu7uxUWjQS7B0jcplEj1yGvcWIPe7tBU9R2Mt7DIC7rBERIVlGCJeGsqgiafbzCqG1B8BmG0aYdGGrLGHyOEtHwpLwcoS3hoHPOwWgSqF2/CSo/NoMNmxSHMxRVJpiFTbrtCecWITs6oMmhUqMAYigMqFDzKmkASRrTmyWq9gA0tICuJdO0G6L1wvc6MhMMgGwPVjWCWohNhdiAUKepsdZLHKqLGFSNhte4RrdBwWKBNRiEFZYgUtEKkX88ZrHGMUumcGaFwZXPhXEZnMLeSqwVRPJda0M4txjQxKx2hN5V2O8VKmWhlQV7iNqa2vARY/29WqChIxG08rEkDUUM22xh787no15dh4JD35wDGxGMVufvhmmPAGa4ejmZj0SIELGDWaBxHfrtXai+A9kBZH2Mk7UxZiNT5cp4D70c3CFK308M9u+FRcFWAnEZLAKFn6u6rkC7Cq7vJQneiMHofv+twJd9xaTtT1S69ou/kPrvyr1oflM5uTyRJThqYiXwf7Omm61fW97K4CaxCCdXGKdHDmepU0bwsQsHIeV3CIGqIYF8gogty3c+wdm4KYVAUbQpa4shGVevic0Djic+8zT9PXFBSVB5UQNcMoVeLCJCjHPhcVnSf2RB8OOvw84JZoIXRuzgwJqTQOWFHAtR+ikjmiFnPTPr+xryULBHf1QG2OhbNjN+Z7kemGqlAVoklzpx0c71H+SZ1qycqJCZL9t1FkpL4sYo2DBiosI4Fpsa5s8ODv+bjbWgEzX1s/km4rv53M+FgSkvU3YMgF+bxXw80RqWtcn3Z+z+lB7Ifp4iUMT6NInSIh7WvpybFDTYOTzyn34eT/+bf+PmCjiFbkqoeOlLX1oMMDPjoYcewpUrV/B93/d9t6xxH0/UnQELOieiEgFpnjgKFQwJtDbaS91ZOaLZCu1QsA5YdRRNcMoHn4mVIuRlSAfFMCQI1TGNg7JjyzgJCsE0H/ok5tKZ3nhNFRHFuAPR4p8s/QdaLgU3XqwXpz/v/MExh+7rnEd6RHIFC9dzCsHeyuuHxonspA+b22BdltPDMlAlBjhQFIAgeSqUESHGgZJWY+aMHPHtgDgUpc0aiL/HbZRQ/9IlKE4mLxSS7TBLYbIEzR1QlMQzlTKAtjqHldqVfmIBdgSLCkeoQvNPNKZbJ4numMVKwZnrVGh+6rsk+gs0dAqNYS9UJC2SZQW2hIY4E+rnD0Pe2DqvcTM11uduh/axJrEUIgyLnTiuG8l/NBk6Ba4XQLcChZiVmQU663oSpFTm0cLOJtNc9m2toFUt/t1jJKtumoX7iUzu+Hh+Q9xAs4GaGQVetWAqZtZlvBF+OkSs+ql1c9q+PAB71l1Hbag328/zskgjBY6Pm8jz7TpNwMrLBiCxIpuYpNE5E/abuecKhmtcn1Qa694k+AClIDapJiyhkOWbpsxzbuGxXhNFRHBZrMU4zoH55L3vZij/LsEKNXdvMg4qjdGmec1BaFDeYhPoTIyu76wL6yLLGE4b2rihGABoVYNONdgZ9jGQQacXOIejszRkIwWh4KzCxGzzbmD/OLU9M3PyRsKuzHoAAQAASURBVFDa8rYoIgyHj298TqKbEir+0l/6S8VAK6Vw++2343M+53Pw/Oc//5Y17uOJnn6HZD4eBr8/npJDYWeLsGhStmfONmfyzF2M9WKGc2INMEpjx2uiw3sHK8LVA+WzcUswcN87XNuzSdjoLI6PRfLRHp1C3JgIy20BMlcqJKTzmipKm8s0OBpYrxlKiXuRIDAlV5Ty2XFAeII4VYoxRnQakyJguUR0Z+r7+fiNnNHOeamk3Ur/xqRxQVvDpUtWTqftDeFbl+9wUVY0j7spvG4+vqFtwXVHTMOeyS/WnFwX11CZL5WRQOyjrkI/KA9DXOOwa3BpcYSFGRC+j1LA4AwM+2BrZtTrPdTDcWoXEO9lnQVsYpqJCU77YGQvvWnXg9nCmgZQGp1e4GhxCSCFbT5ExzUcGSg4n5MiCVrWKc8TJzeEcP4zxEXuoDXemsGojfzHDOwfEdpB+f4xFnV6XykvpMFhaXqPBgYYGrDQHVpbCQIUCJYNapW0BMQDKu4xmCWqXsYwFxo4pSgGg2AlQxIsmcB1oLKt5MQIZebve80dsYV2nbhHuQHadmIZoU5Qp5QGrw6jcBIPipDsrq7FRWprG65twUeHaQDCR4+dovKen1/snNeoSkI9QA4v/cwX4MlEuy/7bKze9x4Z6wninKyMNHyc0Ipm9sqAADMhHpcl38IOHN8LmvXoLuTfs21mIdAZ05G5dxBl130m77zewDhFFyCH2VwLkQkP1XsXDmXEJcd1JwdpTyju07R5bHJyiCuHmSX+I7RlZrxPo1vG7PkNshB6EPpVniOxncwpBi1Q4BPGzQpjhJKxP0kgivU5iamYvccJuXAWejXUkbvzZvMiZPHmwWWKE4ElHo9FLCtrfzgHmSXgPQ9GDrCwbnBw61M6ScAvPOUv4823vwIgwk53HcdmBzV3+IZ3/X9Qu3ZeUPPrJYeqjTQ6m4PFgjJBy+vdNjfrjPN6jHZ1FirmVY6qtUEgi23J+unY4vKf+6wbq/gG6KaEin/wD/7BLW7Gxz/tbhH++ucb/NtfHXBwLNqlulZwDJzbEajY3jPCywWwXAhkJij4/JNHWgKCQJHmiDD81jEOWw2lGFu1zKajNeHKfgVmwvGasWyEXckFCkBQmbrOYhg45i3Q3mKwXllsbRtUObRgoQHevGk7J645joF167BoVNwIA7M92HLSByVqDvmaE0GQobpO9rvlsnQhq+skqMzxTDxa9OKqle4FgSIX9BkiYJTQuan8MJaK8vdk47A+lqTvXcxBwSxB7CDAOhdRn/reoapUdB0LForQPm1kXmidBM62RZGsMMSzEAXNN0NrybwubWSPAkXRynV1vYO7tvegiFHTGookD0SweVX9EaogUCgFRpU05H7gCJBA4ew7AYJ7zWGnjVKUgxpaDM05HC0uF9+3pg4tcgHUM1NM6FnBOoJlgglgBJC4IeYgUKQWdAOBYL3rX/p4zgHrDlgKqBLWHeH8EljoPnNhAywMLA/ZucoYoLF2NRrqBF4WfXxhbbbQDMdx3AYSON38jHGkJYt2NlK9blDbNTq9QD2s4/udXkCxFYFDV3BsoZ3k0bCqgnEWpDOh5dxF0OF1xIQc3VpOJlOhQJaqa8BtAatjCZx3PgdFXYP7PjLLuXleXO587EbGUZCSWJ0nE931qr+OYe8aHvvPPw1lfI4Fy5FZIBVE7sQ8BMECyBi/Um6bUFmWBLbmbjnM7HNXZO+ABQa0DUKlZ/pIIEFZCWBFnOhqCv3JDiA9A0MbBJ3c7SQsVS4Z0kC61pMcAyfRWIkkLlAeIeg0JovhIViTBV1ci25Qm3yz0zlo6MM2N5SQvG7gGHIl35Yy7Uz5fmSy54KkTzt/c63EuIk8EiiyZ3MwgY3CCWN63T+vtJo9s8N3yaF2Y/zIaF0EK4cb3BTdyAu2pwoUAH7r8mfhzXd8Xvz7sDoPAFDOSf6kOcoTQRIm81zVU4F68i1oszBWQPSfJjQQTvyOOaWjlVMsUqawZC945y6VYS8Yryl2Ek/3saKbEiq01njwwQdxxx13FNcfe+wx3HHHHWLyexLSM+9S+OYvr3Flj/Fv/ls6FOpKhIixJgPwzCGLljn3WpjTlgcN7v6qwt4xo+vFDSSQdYTDFePoeOrdIL7/CoM3GQTTJSCasXHcx6zpfMMBGZh554DjlZugklSVmpQ318dARksws1lKu+fgVheLwFfJuA7DvGtSoHxKxn111BdmcYkyGjEwOvRbgublOR3HgbyLPeP4WOJRJP9HKtj6zd35Dyu5PDh+h0Ch7L5nnD+vY5A7ESI0cWiPWK2AukLUuOvMrUFTareQsLD7XYOnLB+N1zVs3NP0MNpklM+x0K+hMnPa+EswIH7+I/hT2f8cWrNdfOjwU/ns3JR9h0ozgB7dYCSXSh5bQcBxl8dbxCbhuFNou1hrfMc5xqpN19ctQ58bdQAMyxoMVezvA1cYWGNHHRbtZmWwrnehBp80kGZOhbGPiTyItdkGEaGtd4rJRw7CnTDDkYaG98dTBnBc8CSoavDFO4DVoUD0LrbENaldlb0nAhqRqBQRnLcwiXC7RL+3DyICmRJAgpQGw07W6/Dh944H7glNpA3u+bpvwNO+5rX4wD/9J3j05/4zhHuX++EQH5O4Ko3ng/9nw4bHPlB16hLjN6o5nH7PYKSHUz3sAJiT93IgCCIzHC17ZtiDRmBIGvMxk5S7W212J8q0vON7gQEijySkNzNssXk+zmMMP3pWitr/mxEscrOpJ9eXF1wGWwpi6FqV40TlN2ELQJWa5pMUeZvG8sTnfX/HwdCzdMJ1og1tC8q3oRyLPDdDbm0CA7zBkjIOKt9EH9h5LsifI9IGadcd6wdQ84wrg29nsS60Z7xpHu4/roVxMdl3nHMRi/P6hEkWXADdCbEheX08nC4Esh3VOeeubTSu/fpbcemzPuPkSm+Sbkqo2DSh27ZFXdez955MtLNMvt65dr6YsJmUCXjIVYgW3DFQG3H1CEG9lQF6K8HUlZE5JHxpOk0Cc71xT/A3tCYslwZKEbrW+QzFJ29k0pc5RjxN9KB5Z1fmtojaCW/qVx7GdpNgobPDYs6UDMgBFGJFiBIiS13BJ3zzSfbIIwVNsPvLMZkbp3zDCBae0K8wVsPg0LY8WRO5Rq9wIfPDlfcnlMksAliwjIibWj5+YVMXRnEYRAAaW9M3fX8iwsousNAtGIROLWHcWszNSkOPUT5UBdQKPPRQQ5tcnkbl9tUSrGsoZ4t7DIW12ZltS2v91kOlBWssGITr7UAYbG7dKJ+b52nK1jiex020LJYGx8DgIWy1shAEZXnHQvtZxyA4sK5AzFCwoIKbg9zH1AxHQT0MFBOQvbKAPKyvuENJQkJWI87JTwTWFUAWGDoRGbUuTG3sg7PjAaq1N/lLvIRqariu801J+wcpETRCsHb44KqZBpg/GYi0gTl//gZfwqkMa27JOOGhjc8UgqDx+QUC05jtbUG7OVfIaXCgQJgbiWmSM4CDnH+iFWbclZMZ5WzfzS1o+ViG12fqdJZR5nIi2VtCQ2mEIHWzgkU415WUOYsSFMgPOztZ42Kh8WdKrizw54NSqmBUC8Ej73426JFBxwkMfyggtO9mhClfBkulGdOMOE83JQScFOOmWePjPT+3zkJLe4y5zqz1fG6jVEe5NZc8WvZgmJMjy1LB8+Tv+0JczzHRpLM8Ypworh3ACxTDFHo5PBo//IYx2QRbe2L/rYW5sHtjL90A3ZBQ8c//+T8HIIP4gz/4g9jZSQyDtRa/+qu/+qSNqchpWQMvuRf4nQ/IfAp5HPI9UasAZSozJ2Rtti7Bqw5DmmVtH9yIxK1D+XLF5cVnve2T9j7PDC0xGRJXYQzh8uVFXDxbWxrrtSBaBH//wPjn1g7ZsDC6Lm3rBkGUCXwIAFAWZ1Ay9BzdvPoeaJqSVa2rXKgImo08IDcccKI1l7NHEKwWdWpfDmcLyPivR6A+QdswtnBYB+is/W3rYgyHsoxFIz7Lg2Xs79uizDDeuUChNQBOwfFhc5YYlsxlhQT5KcSNMEt+EJtZo5SSb07EPkeD9NtaH4fBjMHxJE+DUQ6KgI4r1BBg7J5qKG1BzFg3F1D1K3hHJjiTsl27eguqPYZpD8G6hrZd3MeYNI4uPBUAsHP4cNSSEIC95V04oh0seA2VqUx6Nji02+KKpW3BmLSDMOvMwToDHKw1ej8GaUXkyZ486NFEo+sHG5LDZWCN66sK5xe9vy8lOShYJqyHTCHiDLb1CgNpEDUI81ORhQJ5oQFwMNCu9QJGnAHQsDKv/MIhZ0EkeTnGnIdo2wisDSrb+nc02FnYaiGZywU2RqwTgFiSlJZnuxakjZj2s/tYeXc2o0PrxWrR91BNA25b8ExwEmkFtNlHYaB+4adNnnuy0J1f9lfw6H/6aQyHh4Bi0e6EzXDOKh83A7/Q53h6Hv1LKNwlcsZFEKBGr3urhmpCzgApjCIji+hWxY4nDB+pFDsnTZ4qvAIpneBlieAt3MIZKXj3owhNOuqnZ77BjJOyGuSxA7ENlN5Ng4QkbBUDMhZw/B8q1Mo+c/0JPGtg6LGhDnjI1Mz1TWklbjxemAuofYD/bgjflOEIoEwIAAAODCYL+h8UoLRfrxR0CAkSNZ2J8r+x5SjAAceYAYwEUG/avlFf/kCud9ARXp6KzzPJ2eIHldlBKZmj7JwErAN+DXGpTb8B4edlj/4SfufCf49u5Ef9UPM0XDMXcXG4Nn3JokgiWXbOxyl618FgoWC/hsWy5x8dpK8ht6l0h2B7nkk2mM9rKT+MBW/AQjkLBUHyRr8laYM7v+QLb77iU+iGhIrv/u7vBiCT9A1veAN0plKu6xr33nsv3vCGN9zaFn6c0mc9H7i0Azx0HVhUwO3n5feD14CjdVgDU42EIsHZT4y43HMjyT7Ac3d9cs1x2YFkjAJRYG4F8rRuNM7tVCONBmO5lAOnMol531oSul5QiRTBxzF4mFNitL34+redJKyxWWA0UMYnqJFpN/SHiNC2AnVb1wKRWhXoSHIckPIuR0jCTSgtKmjjPUnko0cbhzGAGXgiQDCPBSWhfgjB0lwEhbctw1qLyhCOV+mkD0HnwaKQU3BXyBVpBMDMwDsOA6NplP8tY51bfeoqL0Ha1w8iWBBk06sNo9FWNPAMVNqi1sLUbut1fL9CkrKcqXGwczeadg/GDcAo27VrtjCwBVdbcMMaaujQmSXWO7fBGQn4ODh3N+r2ACBCV21jqHcAKKyxlHwYDHSuwpHdBkAS4D8QFEnehXYwsKzQOY3BJzDsLaG3uaNqyVcE7ZL2vrIuixkNc6UyjMBTPXywjXXf4fL2CkYFwYLQ2SpV4Md1ZRs0ukdylGXE6IlMu+WoguF29La4lzlIPIPynARhkFL8aayQklqBgcE0Ilgwi2DAhG7rIky3guqPE0MU3jE1UDXA0KXJHCZh3cQTp9hjqgp2kG9MxggDYJPLk52Bsuv+8B3Al7x6cv3JQPUdd+CFP/wv8chP/FsM+/vYftGL0D36GFbveQ+uvumXSp4haixEGZIW/YiVHTNN7N/1ewjyWBcSKOqE+e8ZHpOClsN5EquheFEyZGdxEZTHWOQCj2fkx3u1WK8QtfJj0UBpieWIzFJmZQixZEyn20VCUCxzYM45afKzZjKVqG8nUuL/w/9EuIkCRCa85UJHwRiP2klpwJhZkgVyFsi8QT6LiepOIgc4735IjhAS2VkXLPJpz5ucMyP44GAlyZn2MBQ3EyQsnQBs53yW7RTaJf3zh3520DE76ZOzkohv4vLk53yIG/LrgLVv9wltvK17FH/rPf8Ev3Tn/4B3Xkh5dO7oHpoXKACfe+fk/oXYkfl72fxmcXUj7w9trTs97wSLuzkRsMlD66wk35JA6gYz1VuLK7/wS7jnb/zfH18DNtANCRXvf//7AQCf+7mfi5/6qZ/CxYsXPyaNeiIQEfDCe+S/QM+5G/hPbwOO2nxDoMl7G8vEvPAeAoXLcqiArDWGUNd6gjwU6t/eopRe3rejqcv2BVcbZkAbHz+R3O0n5Fg2NT23QJHeGwbG7k4ZABZ+aw3kSrbAKOakMz5qU1sACYK2XXmTNg0qRFgZJ7QDhNkXd6jyeRWS7Z1hgUfhaNSZ09wJNpm3a5Pgh43/t1IOBMlrAiShI5aFMkbCmRprdQlb62vA6B4AuEYyP7t6C67ewvHyUsZwA6wrrLcuwao6lh9O9R41WmfQ2qYskxUGp2GDaxILAhQgMUJj60NO47EK/c/HP+TzyHu9t26wrHtvsSiF2Pw5ByUCAIc5N/NxSAKzyRHylFZR6M1OmcDfEGY0uvGZwJRmXIPSGBY7qIY1Jg72woFNmxU06XN4yvkzxngzfdbOGdcEd3SwsZwnAzV33ol7vvbrimuH73wnrv/qLwOQvWF6sI+khmx+nRRjQDQFpZH4l2x+GmHu5kgMXZl/eFS2jIWFcj85ieFVisAEj9ozV6kIG+SfGQsnZ5EBYhBsBjc+9/5Z5QlgNOrxj3R1HIhbNginastPDLY+jTbV6yC5CXLh0jO7OTpR0bSxzEo+6zqxuEKO7j0uBCzPTCsT6s0q965e8du59E7M6l60JVkCJsJ5iOk5oam3dVfwhQ/+x0KoONfvzT884X3OTnmA++Se5Qj7fMbCNmbRvlGaEy5PfUdrtI9cefyVb6Cbiqn45V/+5VvdjicN3XEeeHQ/zad+YKzWpcbcOkGtAdIG0HaJiQ1aeMei/YnWP/bWAfKJ3WyacEQExw40ypxZGWDRBM1P0OAgY6QyyvcOJ8HUwRGGIH8vF0rgSi1jtXIwjTd7jozf+eIO1oaqmI2h3NDeUItoncMYDNbHoxBFdxg1cyiLSxLF32Fcey8gSJumHg3B/Jw8l9LmoSbCzPyBG+pTOo1vzNY6slSFn0oBTZ18mLVOB/ZYGBF4WYL2DbMuafJCXodQuGWC8sKFgwIhi4Pwu3tvFqiHlF05vN7WuyAwqv4Ymi20G2BVFRstb8vp2nKFY97xdYg70GHXQBGw9hYJ+G/Su6BtZUF58l/aqGQtyidfMcbZrXg4he5CBNu2g2dy5Nrlcy20VpKRmzOBptSHQpODZZUxDFl+mKyWfbuDHTCWWGVvp+csFAZdhxbBuB5qw4miOPosplLEVg5oAx76sn4iwGWWhbTgvXnunCB2ecsTWwt0a6idXajlFuy1a4IGRQQyBmQ0mkWD4WgFe7yOxZq7nz7b3iczLZ7xDKjFAq4N8UaMamnEesDA0Iv51tkS5ca5kUaTEINWlVF+b+CNWtopXGeWrDRHfSLv576Bj5oqNBIzz1zC2AZtvOu5QIyKbcn2wLQe/3jhXkP74v7sk4g6m6HiZPt4bFsuTGUC9VmY79N82sfJzyw4CiukBDkrb/+43omLGqe2FwwlT+dCPMNHwhH7snQtVpCpu05qT6g/WBEAL0ARIrpV7kVBKp3ZZ6H43Mw0mRMo4hnr5+VDy6fgX37S3y6eee/O8/EDz/p6fOlHfhSXu0fTDQpnFMX9N9/xnf+lLIulJBtLIoq5NFzPkcEgA4lpugHmnohEIcD+/ZsUdIAbFygAgIcB51/64puu8zQ6s1Dxute9Dt/2bd+G7e1tvO51rzvx2e/6ru963A17otJLnwlcOwQeuCaM93Hi3Qpmtu0YjYc3ywWK+Fxg/pHFEGQLAJCA7hgL4AWPwTJq/6DRwNZSZZt/YoUk5iPVqSiVb524By0WhGEgdL0wvctFcucxGtjZ1hJs7hzgyoWTWyKWSxE8cuhXIGieGU3F6IbUZp2ZMCsD0CDtCYn9iMRdanBBQOIoYA02wfVamwQKALEN+ULNBQq5kPchMfrhnRDTApRxFfINKDG3GzaSIHQsmqRJS4iiAgFcJv4TuM/ByvcxPteGIusDkwmDUzBKJs3BsI3zRhCNOlpgwUc5uw7tBjhdYXAWxiWHz94sBWqWGV29g6bdR9Md4rg5jwTDQnCkMbDGIe/GawyJ5XCssB6018YTekdFjEGeSZvBGJyfA/DCXNQuJp67FDfC2/nv3MWBAGJcPWywVa/QYuzylL/HaHQPhoJ1SiB4SSwrihK3Z1nBssEhdlGjh4Ew+BYaPWo0WGPQUUMAsMKgalSuzery/wY42fg5/MFHJB4FSoOrBtS36X57nLJsR26FSguFThOGtAYvtkDDAKYK+rbbMTz8EFTTIGqXiVCd2wYYsCsRLNSFS5MxerKTOXcOz/5f/jHe8/e+FW69QrVloIyOjFzVaIGIBWCdRcgcPYmPyDYYNzioKsFyb6KIsOcgfumg5AueNAoI7iRTl6a5QhERAWOcQGij5cg8sivdeIJLizB80zwFt4JKSPIAVeqFHH9OupEV2vUMVSFmvw4UXKsAxEMtlq0QD77TkoudpkXfOAZBsHFTGFaJTwFgWWKb4NuT+fdH/Vr4N9M9BHdO6ZM8QFoVSEvh/WANUJAYgUluAz+3coEitDu6T2VDe1PWmmw8zkpKkUdTBO5cPYDPuPKr+OWnfEnWEMKHt56FH3nm1+Hv/NG3o+IenWmwoA5vuvzn8bzDd+Lu9gG8c+clIDBedPi7AIADcx6/dvHz8CVXftLPcQBIY0FAIVAAAPutl0ac9EahEBKXEpCcAsqavJP4mrPS2DJ/1pcWT737Bl86O51ZqHjHO96B3idaePvb3/64pKsnM1Ua+PMvAfZXwG/cD/zhqlQuAgBYNM+rFhLMgxm2J9fQIgIUFJI1gAhVSwTogC4BebepxzEdqRalUMYA+FuBORerAuHSRQVraSL4BIYbwWdclRogQGB2qyr53abAY8aWB3AIkLyV4ZgEbjwYSiXULGdls+uLg1ukr753MVaFKOWIOCvNHRLBihI2cKVkHGIGibAhBTP5SKBgBCFA/k65SvJ38ucJ/RBgd+UKs2RaJ19WbSw0MTTZ5HJDhG11hF3aEzhXVqhsCKBOEy8EKg7VAgM3EjSdx1d4jr6td9DrBZzysDOhv0RYc0DfSPNKhFJGHs48DVr2ViYvADhmDD0KDWNoQm5tHru9TbemUsxwDKx7he1m7OIleTtqHaB2CQq9d4MS6GdDSaMV3qhoABHjABeg/InjoBGiZvN1GThOC4PgHkY+BSBDYdANjPXxGVn+C9ZKfHBNBdYG1K+h10eSSKtZIEqr7IC+KyXjXI0WGEzydkMimEuXYK8+Nh406EUNuxahon/3703uf4KA85/xmXjJf/gZrD/4Abz39V9bjHtE03IEUxs45zCsxjZUFAIEsyQEm3WzyFysiHxeBwRBEBuz7kaf/3wf8Qzj5Bz30J9zvuFhGjGPNPBE4k+PMNs3KE3Gl2b6SERgKpn1FEuSCV/sJE8H+2SBNBUeQj9Vrg2mTEAZnZXxt6aYyDAPnCeiEgb1LMdHxvTPkRsYbrDi6+8b5AYfzBuSyxFALvU/XNOVjkqzov3jJhBFH+L4nfKzRQPcJSGyGOeOZ92GApDdSWN5Fgpzf36+TQXrwKSHuUgAPuXaW0uhQh7Efn0J//uzvwmt3sJaL3B79zAeap6CX77ti3Fb9zCum4voqMGl4THUrsWj9Z2wpPHFj/57VN5SGOtn79Y8007X+4Dr8LyV3153luZlyLsUmDX240teMJ5jbk6hfCzOSqQUrvzCL+HcC593Q3Wdlc4sVOQuT29605s+Fm150hARcH4L2J5BPrNWUIVEQ01RWBjPNWav1VD5BjEtL080lIMkGJ2Y+TkaS82FlZJyEyvB+EziNgvQi6bSuN/MbHajzSqYNgebrDHOW0UqI9aHsfIoKItC/IMLi39Un2OeuDXdCirbH66NH7rBQs/QtpxRVcSolOA2GSWB8aEdoWpNAyrVBb29/Es0GYdMrpVM0YSpqw4RHBm4gD4UBIp0+4a1T0D6lqEFpZA8fni2hNSWU7Q+tKGB495ITIWLwlZ6alorQ8alqGNuMDgh0YAzwYY8qhSorIIZql+Dhs4HbwPk/FckgChXdanYmhMpk8RIEaiuwV2X3faWtjCQY2jbT1Aks7OD7ee/YOI7ySwJvpwP0D0LhCuQacgpvREYxxxhp4yH2FAWeJJsLcKQcjJosf/O+XlRQmd6QGUfmTtmxG9ouXsN7WmQrrmGOFesibUn1yr4/06YojeiBS7OJR88HsfuRjm4s9Ks5vAEyp49MyPPJzy7qYgbYVZPaIdzDuAN9+NWdBPucpCYtk302OKu+PvBxT3xnUeap8TrV+vb42/FdvZs2GQ59B5nxY5L5Ls6npe5HO6RwXLr4B8XsXOgqjr9wZukm+rOV3zFV+DgYBq4d3R0hK/4iq943I16stAL7vFgCf7v9dri6FjyHqzXDq3PUspIpskYLGwZw8DouswsPVOHUiEDs/xNJBm9m4YKN6KciJLVAAjMumfoafqsc8JzCO8hB1M45LRWqIwqEIzCe12X+sSe6XdOoF+vHwCHx4TjtcK1A4X9I2GAy8BpKed4TegHCepdt+JD71was65zODziE4N+z0InbXhBgwdI/zfGPHL8Xyo3+23MNDiZg69PRirGGgDnlg5NxVhUjK16gFHOm8Hl/lId45K5jlpZDKqBpQqOlPxWFZwy8h8ZBEu3IwOn5V5ee/htlSk23zA1HJRkoI7jIf9aR17zn2zpWuV9yjUuHF25Kh0EAI5lBV6HRi0bu52ls59j+QDDKIdFXSJ1RW8IxbLPk4MmhoNGhxpDBnGbjwUAtK5C56pYfrhD8Dkn8q8XIU6UF9pUaUdxkt2bYkcZ9cGjWOw/AtOuoFeHMOtDKNuLW1OwZhT+d6NtvfTnS4vISZ4LANC7u1C7u/4RGcvh+Fj8iK1D/YJPxSdoM5HWuPwl/2P82zlGd9hjWFu43sG2Fra3M59mJseNR9Kj7D4RJUbapXOAFKArJTkO5lsm5Vkfy8ESVOq8L/3QOQydg+0ZtnMYOhv3G9c7EYp85mM3+KzigxMmMbTvFDeh1DEkBjKDO83PtsKlyEHqtVyMhet4FjmH3XQsSadzYpxf4HSG2e/lOp1nhTXoBP53HGtyak2bBESanjvKKGhzI0I+J7jIcfsAb3UYKUryb1G+GtuVCwPyzMy3BHxMETzCU8nHSP1T/mbTvIpTw6Uz5y13fO7Zh+IkYsbzD39PXIjn6mVMOGaqAFUpqFpBLUjWYq2gGkpewaPBU0ZgoHXj36nV6ahgs80NroY3+KJSuPMvfOwgZW9KqHjjG9+I1Wo1ub5arfAv/+W/fNyNerLQpR3C/+2zgWfcAZxblNClgGj/xWWH0fl/nZNr+USKgcaj8nPLBJH8XdfTazmNrRMBevykiatmNlxBG0nPaEUxlsEEwYMIfc8TYYGAArkKANaduIMdrYHVOgVoH69R5HGoPG5053N2WOt8VuUpbVTajLRAueB3I6RmDoQxU1FYHAJ6ky6TBwbXqvwdhrg8Xdi2qLOcFL1VqJXFtllDk4VBhx19XH5XkrgGxVPoUEeSSTsmXSOCVZVo4SGa9EHVXovKPlmbCBMdKlgyaF2N3knYuGPAssR1AEClnc/47XXylDvspnkcmksENJWPgwF7eOJsnJS4LImFn+OBEJW9YJxbWGw3FpV22K4t7jrfxoPScUiuKIHZitg7O5U0sEEekxlHnABDFj0brGzlXboASYBHcdyAjBHMypVvkSFokYIe1lD9SmIs1ocw3XHx7QvKLQiFc20xibMKWTYWZgngzt+oKtBiAR4s2mt7cOsultV/8N3jmj9BI3rq3/zbuOtvfDWWz30+uBbY5JwCk0S5dSCfrEByJWEUeW3GMQ5BsDiRGVGlRYEtZhF4yjaKBTzEghT38kMgMIhe6LwRyq0uQcaOjGlelEKEmQ3oOjzwZphRzs4gBaja958TA5Y1AsDJiqLylgfZUBKjEJh9ZbLDgZDltjyrXaqoYmK9D9eje1EeiH9GGgeLxz2Mg0LSB35XWT1EMedJ8KwcFyKWOPke7OR3yHYu//rfdvReJli4AMPqANfKs+EdN5NU9sHFU3Hf5Vfgw9vPwoe3n4X/8PRX4bcuf/aNDchGYnxoea/0f3QnGoAVEtesZ57ME/dW/ltl32xsVJm43t0g3RDqVCBrsffW377hus5KN4T+tL+/HyXQg4MDLBbJf8dai5/92Z/FHXfcccsb+USmOy4Q/sfPBH77vYyPzqB8dV0uQFjUtSpM1EDSagElgzomrYS5L5lmH/iMqWtRLHtuU8mIKKD0jK9LpuvQfpMFpEm94t7VD4iuOifVdbhSklmcy5gJyjbCfIX1w3yf8r6d1KfwTIgPsXazeXaiIQsuaWMtxYb3gxDhXBCoUn6KuXcUARe37WjcZTy1EvZ/y3SS8XlyIMhpMYaUDa5MDpQ+vL/udJWx/DlzLAhOa9qSKyxB2QzC4ExRtCKACaiVw+AIK6elb1kjVEwQl11TEmczRLc2Ea4HCyhQsZG7TEZxDOwsLG47N1VrOhCCjcAxodFdBnQwp5YTMWiKmCNWDbAIHnCEbZNygSR+IPx/VDZz8RUIkMzkbEH9CqpfnewZERnTGRNeIVj4Z5hTYpsZIq3R7R2A+1zgYNirj2xqwSfIE2mNO//qX8Odf/Wv4bf/ypcBfG36UNhPtI8FGFspOLPY+dtjpjBVeAIjMhIoUvmn98MNZ2NUblSYCFQEAiP1dcPDcjOOxYbnjFhsAul6Xl9a5nI4u06V/OEUck2Q0j5vB0OPFGApPsb/dYZhEoS/De3J3M1mhY4bpLiDc76bQ6xddT7f/HfaMObheoQQ9gJg/ilnP2v2vQkEaBYAOwa4HzkZjTa//98z/ib26o8RaAQpHJoL6MmgCgo3learMgTXQ86bGUPRXFC2Xjy+b3USnZoTYwORMTh67/tvbWMyuiGh4sKFC9GX87nPfe7kPhHhH/7Df3jLGvdkokvnxswKY7Ua0HXOWxg0hsGBoFE3Ok5a50TbcHjkUFWERaOiSayu0kLXSvJOECQBXAgGDvlq2EkispD5m5kjzH34XXktcN8jMpwhsLgjzFgEOMLEtl3K3xCydg8Dg6i8Low7cCHDl2VmHBxatJ3kYrhwXmHR6DROa4fHrlk0NaH3+SMiBKuPzagqii4CwV8855snLefp73DYb/L9HCOUAMDhYSfa9sbMbjrhHWslK3hTh7wINFtuIHFRE+SnKEiS5KRY20o072CZL6Yt++k74p0Kkq8ygB4GLZbYoaOyb9m/LZawqEBwqLECk8DG9k6jdZVHnUokgdEGA2uQj/9IB1o6NXh0IM19C/inQ06KwSao4OCyF5NBMtAP5bhZBzx41eCwVag14+6LA5aNlMEIDB2hTOAk/z50fA5P37k6Ecrz/iZkKAflrRXIxnkiIBAVgqcaWhDb+CArtVmgCA0Ik7nvfBI8yKIOPgJaA6YqK6Z5SOPheAVlDGw/JHx7paAv3o5P0Nlpee+9aD/6QFS9u8HBDjZq08kH4uaCQRFwq5CY0bC+jeTycc4n54pyIyXuMPPnK1yJSn3LDVO5H5aMMmcWlZhkL6sz5MwI0yxC6haa8DQHbR/M40hQvLF/8+1TZpQg7wyWCLZuo2Ax3adHg5C3aea9eMZsrH1U1MaDCBKw7de5qlSZq+KUftoZn9+8GzkkbuGSxMmKNCbXccyKrSoCVeH7nqxwy8cyPGp7B7fKrHB5jGiVeTv4btzWPoyD6nyMo3jG4bvx2Q/9VyzsCu8+/0Lcd+efl3t5JfkB7v/+1IPfRKdqvHP7JQiVEDvs2IMkUGSktKw9pcVNcFZQ3CCxn4QEddJzm8afNAqL5omUI0oH+XwYsPWsZ5zy4s3TDQkVv/zLvwxmxite8Qr85E/+JC5dShJjXdd4xjOegac85SknlPAJ2kR3XIB3mVDeEtRj8EgTzgHDMIAdo+8cLl2WGAWJQ0hakbYVc+L2tkZTB3eaNPNicrQstbzxDBgTUPttOZ/vioCqSu8yi3DRDcKIBdfO5QJYd/Jf/m5o53JBOD7mqFQNwcS5wnQYvCsUA0fHFttbUvi1vQHrtTzfA3joEYun3Emoa4XBAo88OsDaFKMRsLOLg8oylku55oLrAFGx9+SU82oAkLDBS7Ywh1AUuNd0b7UaIvTjyvZYblUYhtK1KwgpShGsRYSMHYZUVnDPCfVqxTCaYB2865MIF43JuBAWHCIijZVbYksnd8XWVVhgwBpLLLCK2nMHhX1cgIOB4QELan3f46hghS0MqOMADaigMWBwCsc2R31K8/Koq70LkIx3a0msyMRZjog0HmHEo3Y/k3qCzYBIyqgN0PUM60jiNrymV2sAFlj1CtePFC5si8XvfQ9VOFwr3xfGwarGC57W4ritsbvsUGnGatAwRFhW6UB+bLWF9VDj4dV53Lnci21qnUHHle81o6YeAEMjfQtxqJJcHSXrEzrsEVnYouqOMiGDBHlr6EUoSJMhvd+3Hs2gBdqUV6JwEQmINVWduFUi8DCAcgxna+H2D8FDJlAAgHOonv5sfILOTjsveSmu/dqvyd7gPKKTJ7acEI1yoc7zdxHhJggWCtAmwXXrAIOqVcmIgIOUO2U2bkKgKJUZZZm5gkWsYP5GPu/C3jmwuNYEzfcorQoxoubXZe5NhVB0UvuNCFyc9dsNolkuaGafH8PjBgEn5LbIOzPhGZmLMSrai8y6QTPfI6fMHW6zcOH36N5Jbot8C7EsCE5B2PTkrCvGcvwtp+313+cE64TrGW6dPrKzLMCOFTB0DmZZ5t0gItiVg15mLp4enpgUwR6MuHOGfM+aCisBDIAB+JIH/i1+6Fl/F4fVLp569AH89Xf/b3GHfdrx+3Gu28PP3fNX8Geu/RreculzAAAvu/4r+M0Lnw3r2d2nth/CX7j6k7CkcaW+Ew/XwrMaHvDlDyf3/RBnQjG/lDDyZqkxrOxUsCBxGTsJCpotCheoCSqbBaA3j3/+DCmcbK1QiAl5pXmyR+jG4OJnftoJLz4+Ih77bZyBPvjBD+Kee+45ITjsTw/t7+/j/Pnz2Nvbw64PRPzTSL/7Xosf/a+dd21irNtytuSBX0RiuWgW2mvky43o4nmNra3xt2HURqwXY2JGTLo33nm1cljUJR8TGP8hi2UIh0zbAQdH4XAs29+2kmwOo3vjfgaruvFBuseriToI2hAqQ1it3MTFSZjK6dwMlpeQ1yN/Jg9kJ6KY2M45jjC0gUJeCmuTz2fbWgyDi9/DWmFih8w3mQhoFqYon1nqNpFpAM7tmPh7e0tgdwkJCUwpxqJmXNruI/tulEsxK2RRqdLtSWOAJgsHhYE1KvIJz8Co0YIBdGjAGVRFhQ4aFpYENlbBgqmcQHIuEVZD7YFRS4FpNWj0bg5pgjE4Bebyefj+yP/K+TXMzM8wF1ct+XlQltd6dNVlLQGo1w7HdmsZy6ZWUMTYWVg4liSBO82ASjk4aFhO7zW6x26zwpbpYKHEUkGAgoMhi4XykLCjehQPMJL+quhAbdcwtoVyA7TtYYa1P/AtzN5joPbYB2VTMr2Fiex88sJcoNhE2njMZYDZgfeuh8UiDNIwwB6t0F55dOLaQs0Ct/+D/+P0OjK61Xvvx8teDgC//Vf/Hzi6/36ffM2dytSPEZridaS9csJwzrg4cdhUbkKImLSpWJDTe+M8FqfSCZpVDrl+svvMXsDY5D6kEccsxE8EpUJgAM8Md5qPZd7OWWsEAPhYkhO6HawVcwx8brYM9aoZSNxNJC5YNA1mpowRH48lyr5sStwnAfkzfbEMt5p/hwngnsW6oCGCoxcGuIUwuBUBnGBqlZb2T+c1YHbKfTqfC8d6C+/beR7uPvwgLrSPFfssA3jv7vPwvP7deKB5Gq7Ud+Klq7fjqrmMDy2eiQVWeM7qfhhv+uipwruXz0OvG9zbvhcXhj0EpVVQTk7dzQU8gIcZayAAt56fFG5wEWAgGFMC+hNREhCoOsM8ID9+oX7Pf+VWic2ukQrPev3X4d6v+crT68norPvvTWXUfsYzngEAOD4+xoc+9CF0GRQhALz4xS++mWKf1GT95mCtg7UJWSNo3APTDsdwYKzXwlhrXS4+rZJSczOxD3AFBuc1yDNPETEqbaGVmvi5zxERsGjEWtFPLYgFlxX7cwIN1vsdT1ovsSZtG8qi4h4zz6ILBuFJxjVo/8OhnbQR6RBPB3ope3NWjgNzyio6DG5keU3vDYNDVYsgOHaBD88Ft61QhtEs+UUgORLYa0IqJcnYVNbWk8jCwLKJbepQQ8NCEeMYW5jOAkKHGhKMLeVbGCR8qERpbvjd7Uw0skKE3+xjKkjKy890o8J8zYn9GNBs3WH4j1uFYYY5YS+QGANAEa4fGzSVCLRHXQ2jGLXJLWxAaw0O+oUEnSv2gee+LT6cPe9j+E3BIjFqgLKdJL1jyMnCLNYK60DWZ9C2Y8k2OjTHTkaG0g/mJDB1EMdlBsBBUo7XAxM0zygVlotP0Knk+j4yYoV7ScZIRrx6BOXCdP5GBvkEOotecFPM1+kvpnfPGk92UlmbyJ0SrzZ3L7cwsOMUQOu3gnL+h5nvHxmXxxytRKe1mQgbEa9KF6L0fi7cpIJmizgTbUTc4g3f4xYImZukwtyywX2JzHVNX8IFXIVjjYf1nahti/O4iqv17ThnD7DAVBlytbkNd+DaxlZs2WN88t47UgLIUQuffXA/sFC4e/1h3L3+MFApXBoew6XDx5JVyD9vuMMLj98ZA7HF0pM+zNyaBJLWf/xdnXXl+GdHIntPDEFyywobbblncd2bdBpn2yti20c8+62kmxIqrly5gte85jX4uZ/7udn79hMH0A3TJz1FA26N42M54EkR2nViJEyl4iZFJEFpbWvRNIl9vrBLuOs2mVRHa840t4FhFcbx0nYbEYO6gXD1qAaT8iyPrIKtusddu+uoUT9oKxz3NYIU74pPLO8wC4N32wXg4auA8wxgWCSBj6lr8u4+PMponcOBbt60iQjHxz2IgOWyKu4Ng0PXWpzbVXGR5YvUORfBb/LA9xDLYYy4dYkClyLDbzN3hb5Pv63XVrBjDIONwsJYUxSsG4cHHepGx3aHNlorDOv5XeMDtBkXzwmaVT84LBv/LBiLKgRoU0wIyJDEe8wMC4UKNgomGZ8J6+DddcJb8u0MWSxMOg1SNgtx3VHsfFmCkhTdH4gklkOtMxcoKVsrh4uLDleOUxbtMCgBtT+PqQAEwQlwcEyodBjnJHwcdVTMayJgq7JQYOyt8jgc6av0mTMtTmDs0rzoe8lsr5W4lPUVcHE3lbHuCatO2l9ph3NLRjtUePBwF7v1GruLFgBjSSsYSqtI/i8LiGBRuS7lsSCCHlrsHD8CFU9kB7KDtNNZqPWRuCwN/by4FrXSDqxI8JSzj81VLfN/GEAutYv7DvBJNeHXkxsG9HsHgLWgyoDb8tCpn/eSce2foBPo0ud+Dg7vfw+AbC/I9gPKXRxyN4/M/VQ3GkorOOuiD3tO8Z2cwfRLbOyWM0aJIc1QKsARI65tsV6m94OCa5y/Iu7TG7TdJ7ryZPfj2AwAm7RPh7Xp/F47dhkBATm+Eg8AkyT6i0nIsuR+pNLzs4hZfiBC/Iez4j6VXILS+gtWlcBYBm372HozphDfmLeh/E6+DVS65c6O5Q0IJGeG/PVtUEaBtdfE+/4QkWSNrkmSDsbn09yWfwgKcgatzRI/+JJvxZ/70M/gLU/9fOwtbgMALPtDrKodPPv67+NVf/R9cW9zUPjQzjPxY8/7Wrz2/f8I54drcS4CmFisNiomGSLMh7NYcYrVmLgsyX+hnw4ueeAoyuZomudEBJcnUPFttK0rBCrOAA/C+pP8FKfk4xh8m/QGYTrEVIS+Onn+rBnN2Tnc9vmfc7aHb4Juyn/p67/+63H9+nX8xm/8BpbLJX7+538eb3zjG/Gc5zwHP/3TP32r2/ikoMNjh6PjpDHMBQpA3GgSFJtM0r53ODzs4RxjUQN33SaLQBHj7osdGiNaU6MYd57vsaxs9BsPVGnGha0eihjL2sIohiKHu86vC4397qJHowdJtEbSNkWMpZF3CSm3gCLgtl3Jgh3ebzvZiKsq5XDQmmLAeGDcB+9S5BwnK4UXFsLmfnTUYRgc+t5hvR5iTophcGjXFs4xDg7a6J5kLWN/v8Uw2EygkNiGsTLXJ40v0LPyzNu5ECTly2/nsFGgCCb5QF1r0XUzcK4O2NtP1/cO5d9lk55ZVnYmB4bXpMd6OIMxlaY4X37HZvSmPDewRmtNBmdeamycj/XR5CbvBtLkvOsPw9CApVpDEePi4sgz2/KGIcmjYVQAU5XjKEC6aoVijubzcKseIiQtAVgYC60Y243FucUAAkdhQL51+kbk52dkoJAOk2FI1sKul7F3LJaRVSdjQWCcW+anEmG/W2LVGzRYZ3EU5Qinn4y6P5JAbOewffyI/M7KywDx4eqFQMY2y3lTVHBdAiU/r6wuDD3Y2ihQhOtkBMmLW4nHYGYMB4cpcRuRZOoOpBT4aJqX6BO0mdoHH864QkwY74mmMjCkwWJZ68h4KqMkQDesA00wCz0VKHxdcW5zUnjM1R/f5wy6M8sZ4IYUMB322NBOgQ2dFyhiHdk7+fsRHpY5QokCEGYqXGfvJhMY1uz9wEjlaxsITHt2IcbOjdq1oc0qQycs4jEY5U5HKPI6BDeZU1Ge2AsTWYNKpjF9NyDrL9I3vRHiU96bY2tTcwiUweUGTT7VBKo3WJQgu3JPFR7Zfip+9IWvxbraxi8868ux36T421W1DQB4z4UX4T8889U4qM6jUzXefeFF+LfP+ZsYdIMfvudv4yOLe9P0msu4fQLWe+6O5zpOayyf60HPVbznf4zg8ceTiODjS3qf+2UoLTTMXMLLBguJN/Sf+j31eG74csYuGPmRcWbrI6N9ZAZq9BbRTVkqfumXfgn/8T/+R3z6p386lFJ4xjOegS/4gi/A7u4uvuM7vgOvfOUrb3U7n/D0oYfzTKzzzxRaDX+YtK1F11nc8ezt+Jz2LhtPuZRpnhlYwgncaDb3iIBF5XD3hWSGHCxmGdfL2yvoDCLWZSvyoK1x0NYIq7SqgDsuAkcr4PohYdEQFs3ULcoYBaUYBwc2WgByWh33Ca8dwjjn1HXS/zHsahAkcjo46LG1VSUf1g2wi7kZseTTePR3+j1uV1le1HHFa0PvfM6Qsv6+C8+Qj7fMD0WehQomAmpt4zPaw7Iykc8TsTlRUl577wx6p9HoARquOGDC/6fDlW++0o5aS14F4RkYtXa4besQ++0ytkVcPwhGz7gEzfQvkCJgu7Gx/PyZ3aVFUzk8dK2OCQTHn0UpiWfpuuTCRpQQyQKtW/lva0moTOLfp/1nrIYal+vRusruyx8KxA4aDD2sAHbQM1F2TAEfnlIOClMBpgKvjkBu4uwsz46vAxECS4rz33AkRbOXogsIWccgrYsgbvvgB6flf4I20v47fmfzRn4CeX4yaswBRMu0qct1rBQXe6O8PyNAbGB23Yxr6eaGeR/8M8CjApgNIHWOI3O4sWYv7Ex8+ufqdYBECc/M7azdhSsUZRdzovL9kxg0IhIDZO6ydYZvHWrdVHQoa+zWU8DI0sltK947pVkntViqICgJp5N90t/QC4IzDHfsorUGCBpqh+996T/E3uJy0YFRj+Kv37n9Zfid2182qf9aczv+j3tfh1d/6H/Hc/f+YGM7Q1zBRDczGiPnz1W1GMXOzJB4XMwdtEgCQYhnsYgJGotHA/8QLPOUAvajZWHTsXzKNx7P03CGnWYdjO8Yg/13/C5ue8XLT332ZuimhIqjo6OYj+LixYu4cuUKnvvc5+JTPuVT8Pa3v/2WNvDJQue2S+Zsjqpao6oN+nYQ7ZWiOJHWrQP5Wbop/mHdKywqBqnEqIZNZ3ACC2pZGNHljGpgqlMBCA6N6tErxiEq7NQdjGJ0VuGor3B+OeD6ocGmFZy0WPN9Vpsh9W+Ykrk0M1dzLkBII4YhuUABwoQ6lnwRxojAohTBDv5cU4SaFLqudJOSH6nrQy/+8lVjJMhu1HdFBLNQODp2MFpQuvYOCIsa2NnK21/OkeTDPx3E07aY8njlDaX49qGMF5mWkH6n75kelnnJUMSoNcBw6G1KNSeK01TWWWDke0sxzqJSDtaOIkNo/nAtrBczrgiACDC1SR3eNA8lt4asHw4CKzh9F5YgbacMBjC0G7zd44TvEzSyHgKIcv+L/BlrJYnd2BeA8zmR3EmYWZ4fhhTsHQYCAGkFvWjg2g6cdZi2dja19BM0Q/Udt2P1kY+cvHnlcI9BixMmRVQokL+WrdJgSZjJExFcPG9CnikFkqke5PTN5MSyEfe8iRuLQZy/PABk6MyB36cyUeyZdOKEEq0Cil9WEFjcfmxCdCKTwZAHy8yo3tlAaSC6lU3a4rJA8hugfN+d7sFneB+jTzojfG58MWuD/Mvxj7iPKhkL2wP/l/f+NB7eeRqsqXD34YdxWJ/Hbzz1FVjXJ+8htV3jMx76ZVzoruLh5VPw1jtfjh277ysYdSCMxYw708ax0UBw06LwkWYezi1iSSpNYxGEGFUpcYNy0+13jpQPwHb91HqWHsLmdTbz/RmICREnYxHKYhRrjq1FfdtlfKzopoSK5z3vebj//vtx77334iUveQm+//u/H/feey/e8IY34O67777VbXxS0AueYfDCZxr8wfsHgQu1VGihlCZsb3vQVzLxYCEimErh2j7jtouMRSPINcedwladDhfrCIetRjcQLm33xQLoIwqPBLM6JqwHi4Upg3IpzkxhiBQsdoxAlV5oemitYtDqVgUsqwGWFe6+CDx4rUJgFG0WbCv+q6PgJk/MkhCI2c0GbN8IBW20tQ7GiCtP3zOaRk/qFlcm9ghREv+hINe0IWgjPrdVpaLLjFIKxiifW2QoN2yv3bA+Y59zPapKo+8dTMY5WzCch8btADTezLxqJfj98nnCqi+/a/BhDRtNYKDDJie8aIAqTmORW4DzL0wk8KxmokVx8VlR9gnTzAUwPUAYwCwuOTZ7g9wABkErB6OSIGWUxbqXTNRlELYwvPMJ6UTo6waF1WBi/Z1VOF7TzOaemIgwJswJASx9/3I3392RmJbBJajjVUdY1hzrJACNGrByNbZ0ikOwkPWh2MFwF0WIQdVwpGFsi8FsoRqO49lFAOB8LAwAGno5rZUG960k68s/3tCnQCWlRVjIuZkoMGT5Wbo2XidjRHAYBuimjkIE1QqqNhgOjyMKVPOijx0E4RORnvm61+J3/sZXSYA7OYxRAkjB50gYLUq/hm1voWsdFR9KZ2uWCEM7pAzduVKEZ5iLEY1jN6IwPQMHW7549v4XeTZ89yRDNoGDWxMSdGhYe+RzISmg8N2flF/NIF95mNKJsB7cUuPfDM61//6OzRAXGSyLuJH33ej7sddBB9enMh8ARSXA5FsEflzNa5Vnz0EHkGIwghVT9r+kLaFQbfy2gXt2fk4Qwee68K0/g6IuKiKytks9lMX4JKZbGQJbhxc9/Jt48SO/AVKAIwVixic/8hv44Zd+i3d9yjh/b5qrbIvX/OF3447VAxKnxw7/3WNvwd3qAXEFUhQFglyqIMVwftuNmv9ZV1Fk7lz+/TCWKLOfE2jkVpjmq8syhJMm6KWCXW0Ct8guqjBnRbiw65kPEMLtMiUblQ1Dvm5LaweBlJ+zjISMBm8hIUQrIRmN277wFdP6bxHdlFDx2te+Fg8++CAA4O///b+PL/qiL8KP/uiPoq5rvPGNb7ylDXyykFKEv/WXt/GWd3b48MMWv/a7ncCWMaNZGDSNgdIq+uLnG5IwuIRH9wjbS/Ebv7qvUWmFc1uMpgbWvcwyIuBgXaE24r8um1MqS/v1dNzXGJzFTt2iUT00uchAKrKwrFGp0BbAkYFR3q7naWEsVgPhtl2LpmJcP9I47jQIKSN2ZYChVjg8mqIKCRIToao0lHKwls9ksqeM8WIkwSAgO1krwVjMkmDQGAWtFYjKjT7k0yhMz/CHsMrQHzwxMxYLg6G3cDN9UdH3ltF1A7arZqIdb1sL4zPDth2j9lCJqxbYP2JsLxWsk4BhYayBSlfYbgZYp1BpYf4HR9BK0LvYW58KQYNEeGRwdB1zDIAVjJkDWlCRM3AsORcMORA7WMg3VRCIW0sGigdYGDgoGAyoVI9jvQBTgssNH8hoi1UXAu7Thuq8MGBI4HHZ6/cVMVa9wWrwqqfsHRMgDNPIF/+Sn+5aJ21R7uqmlcAuL5oEv1xREjIrzT7BndduEqNnjV1lR4cT+773iJnLwziTAds+PkNeopDvokGuBwYviIRGmhrct6DAXXphIPZSKTCMCBYpMAaxY0Rl4E/+np8Y47mslw2G4zVIKfT3vx145atm5sUnaI52X/wp+LSf/Dd45Gd/Htfu+2/Yf+fvB8xuKE1ZsHDGNeRuGQzYzsa8A31nJfkdZL/PE84VMRRnESgcPGOKxF/dQDDvWUj83TmkREGh3W8gkKMhsDq9FfdY1ARSzgdqk7g5OT8wfj+f9C24MyrMM5Y5OcxmRS4LhDDPG4YmfkECSrY01b8pRwU7zLq/BDeZXNkzmSmZ4kBcaRzACbQjCBvTLYDnLSgbKG8LQIBO30Jvawz7dtJvVRN0ZyM8rvYT8sL6MfzF+9+In3/2X8Xe4lLWG8ZWf4gv+sC/xV2rj6bGArj76COgbZXmSJgb+S7LBFVlAf3j7+4Fkjy4uej+mHGHn0Mz5gKxUGQKNJL6daNgOyfjw2Ejh09A6gX4on6GbpTMV4T1mMY8Lx9AimcZN9QL40k+89/Iocwc7wcu7hNkceXn/ivuec2rJ328FXRTQsWrX50a82mf9mn44Ac/iHe96114+tOfjttuu+2WNe7JRloRPuvFDT56xeK+3+uhDUWh4qScIMGlhxk4WpVb0KoDbr8YnvOaLCisexUhMXNlWZq3hM4agFdodC/lRRE95D2IkcngDS5XRCIY7Swkh8Owp8CsYoA20dSHdI7CITLOGbGJCn/kkR+NuAhwvN/1DgtFp55DYYwBzGw5oU6O/04fyEo6AZe++Dvb9I7W4gZlHWGw2tfJGJx8KwLQDinfxTBIlWNXt/Bb/lQxL0jQdDlHp0I4KDhoDDK+hW3VQaMFCKhGLnSN7rB20y0njVa5oTITmB1MRIFKgoDkSCnHLgx7MtOXfc4pIHuN31cK2N4qY4pkDhEaY7Gscw1d+EVeIB33ajM5RTC2SxyXL4k1Af26yLKdOofxIp0+QwrsBkTUEioFnY3vhScyCyiDQFrJ7/Vq/t1P0Ebaeua9uPdr/xbWH/kIDv7gD3Hi5pETC7NBoEJDniNABReN8HXnMiNP9pbc9WikiP1YEBFtZJxDMrwT39eS6E/4UvJCwCmDx7K3lsLKhkd53lpQPDOXR2HcTkruhePyb4bCWTeudfJdc0VRAHEBwM6V1qvYxvn6Ns2XvBGkCGknIVhyckaM9E+z0Lm+mOdcfSf+TyfWV/IRy+wnyIsee/vIehTadvIXD8aXTdCvStNkLsS/bgCmaC5WKdavZK4Sp/EBIDk6mAWAoHhH5nJcv6cIt7NoZVn95e/N5cVkfkqjv3795EofB51ZqHjd61535kK/67u+66Ya8wkSuuOiwtYCODqWWXx08P9n78+jbMnO+kD09+29I+Kck5k37711a65SSSpNFBoQAgmBwQwWNnhu3LYXD8NyY3B76Pb0+nnRj+f1cNvG9nP38tiwno3dfm5jTNtgL2NjGcxgDEYGW0ICiUFCU6mmO+bNzDNExN7f++PbY0SczLy3qqQqyG/VrTwnTsSeY+9v/H0tmplB3ZgIf5qTc4yrz65wUCvcd98cVRbQp5RovG/eFoAYAnBhN+hOlU/8JQtdK4c9HwRbqw73Lw5Qa3HHqN0KjceUXmOBFg0AxqK/jZ3+AGvM8JR+1VCdgr1qhd4Rbqz3ABDu37c4WDJuL8W0v1w6HC3F0uIcofMHZ+4XLK5Kcl1yPEzHYJCilAyQJbtoiDsJyehEO1dqtwGgax1m8+m3Mfkw+3qCMoKGjDp7aNq0oecHTq4NNJUWP93BRqpzVBEabhqETcs4XApCEQDsLYBLexJ0vOmVzxYtwfezmtFayTWxqHoYXSIhMYvLUIhjCOF0ba+x7i32Z4LelFj+9LwlI+49QQvP6b44Hn6ULRN6arCjN9i4GRK8rLTDOuWVOmlegIQm1vUKy66Klop1B3RWw2iOY8QMHB4TVoOM7nHsYp9FW1dXIoEohRi70XZeueQkT1yg2lhcmPURXllyXiVQfKMceqehVF8IcASgh4HOThUGQCyHqSMNYpteGX9Csq7KvBTCNWTjnC2ObAESEdxmA+7aNBNKgRqf6XwQfJgQf7xdLaLLMfr1Gi7AyiqF+vHX4pzuji5+/ufhuX/1r+N39gHG29xfIoynQhmkG59PgaF57oVhvAITpziG8ev54lAOj5vXmcnOpEiYPfLZxrdYAwQBC1FQCM+zZdh2/EDOwHHNCUZ06j4A5HyQcQHpu0UYm7ie/za+Hj5M/lwSDcZsoo4i0SA4rou8/nz+HbuINARAIITNmIuOCFyWobxlNijdOANOCc8zs2STnkhzkM/55Jgp4NW3PogveO5H8dar/wkExrOLh3Ff9zRUQwIrHJRoCtBzNSkcBs29HwyACWqHvJsY0rpau0nBgTSlrXBC8ZTGlUZn/BQReWtJviYpxFB4WOZhGQrC/J8h+4LruYSRDcQnCMaE0RqJcaTO4uI7Pv/0iu+SzixUvPe97z3TfXcagHROY1Ikib5y2qx7KK1ijEHQtAv0quwkbevw7LMrPPyIIEFVhqCIcO0mRzSculbeFUbmaS2Q9VjMRQN+e62x01g8uHMzxkcQGJ2aoXIdNCzmvBSB2HbY7W8BAOZY4Yp7GtfUg147ytjTt7HiOW5tduE4WQIu7jj0lnD9FnC0TAteKYlTaFs7KVCE+7ROGauD20bQJgfSgwHUWo0S0+VkLaPdWFS1ipaGIKAEYSFQaJsOyBP+e987bDYWjhnrdYem8a8Xy/yx3wTqxsBU2udPYBgfwMDMMe8IM2NnoWL9oS03bof6pBOHS8KsdnA1cLTWfv0wmko0/UGTs+wM9pRIIq0VK1UXBYpgK0gD01qNW6sZLi9WYCZU1MYNdu1qzPUGpZG+sDPEQWICemr83AEXzCEO+70YoWGdxAAFWOKADkUQFDPHhHWXtinHhNoAvZU1HSBil2t4gcILSJlif7ihh9/Cs+FdaGqZLKMFPa3txYVsf565GRFDK0Lv37+Z6WCU8+JVedaJ+5aChYbOhIcgkK1m+5ivD0Bso7ABIrhqBjgL3fuTmx3QektB1wm0GhF4vgCWSy/sMXizlhwUOTkH13UgY8TVqaqB/J6JnEJu0yaBwpfBW6FKzuk0Ujs7o2u5YJEUFAOXFe+zGH4Le8F2yy55N6FQQMnoveg0OLNI+YBrv8UELbY2WRwTEXTl3UfyoiqVmCJwqa3VgK5RCBZDjbDrWOI1KP2ea/iZkawoDmDlg291UjaFvSEXaEZlAdHFq2Skt4OPyNiED8MfMJqrSZe2bLMJbl8xdoQn0LOs9DFk4Y7jyQkFzPWSm4O5FCjy513LSaDwzH8uyPYrG+8vYHl9DNFXPvn90NGlCnhw+aSsDUPSPl+WXqjx2AAjVyAGJ9fmLO4IJEIJvJtZHgeRC+ocTjHOyo/jGwY5CXvDWKFwTZHEAIaxDEHZRAQ1I8myHdoWLRtcCH7baOvWG9ymto1T+FwwPASlAbOYn1zp86AzCxU/+qM/+qI14pxKevamw8HReKXZ3sKYCsYI471edlHjE6jrHJ5+egnt4Si1JuxfTDCqZiTxEjqb3kTHhEavfRKycFmYxJ6MwGAyY8ceoLargpHa55vYs7dw0NyLAMe9sQ36gcsLMzCrHQb5taJgkYPSTFE4KJNrAEPVOpaRM4rhWhgLZAz5kLqO0XUW2hBmMy3AOhMIK3m5xgha1M0bq5hbhJ3Efyz7FsyM1qvPI1O+3GB5tEY9r2N7w7gc3AIuXJyL5v02sHehRlWJuo4ImM/GqpfrtxUWc2HCiVLSuDQEErx43Jl4zfbBWuU3PwzFCkLnNFZdDRCwRg1DXSy0dxaNFywYHhkqfz501jkJ1PFUKYdL1QF6KLE7MNBVBhYaigTN6bido2cRqIZuTqH9WkncSOezlC43g75kwuPQ2pN/LgVMsY7MakblBQut3GgsiYBF1cIQi5CBHhU5OJgRtLBCDyYNi2KXB1sF1hWW88uo+hXq9qhosJvtwtke1dF1oF3L0855AWOT+mkM3PIYvDzGJBH5OAsb54eJwG1Xno45bPMQ9xlA95HtsI7ndDLd/A8/IXjEW5LCEm13AWWbKzRO5j6iVjVnTF8g5Lyz0BTUZVj2yR2VCqacSP5nZjpJ+xO5N0b1aJQJBIdDwyHQmwGThJOtFDT8jiVmwCTUp1DeyCoQ21PO37CegsHLE6rl/cn+nsVtihlnQ8jKSOIOTlhLbqBtn3jebkoFH7QIGwBAIFT7BnbpRkdsPINF1TLojL9HU0pUt83lZ8vZnr4PrhtxjWI1Hu/wOYdtL8rj8VwQecF9oixdK5BxXshM15VWoIXEY7g+W/sIgtBAYTkUWk5S1FtZo5QLcFN9iWUBpDVu/MefxIXPefP2cp8H3VVMxTm9uNRU2xZReX3b6390e4OmEbSlru2xv38RXW+xXlt0LWH/gggmoZRhqVNBSgCg2EK5Huwc6u4Y2nVwSkPbDmCGMzVIV2LhIGE2DToM2VWJIyVc2AVuHnCWU4A95J74qId3LQQ4byNjVNyEEoM+NguSb9OpmoET3uEhOSdJ97T2bWAWyEIXNI9jC0f4zLExpZAXrTQQ60dCKZrul3Pi2tZUcqA5mwKOA1nn3YyU5LEI7jt+SwVBUKSG8Nz5amDBH0KNDRZ8BOM69FR5F4sAkno6EZVKTe0DDcVqYSJTZF3AGxuOEWDZZ8yGz7DNmZuZv/turKZKSZ4WTSwC+GTtiEIzwUleEIjmKeVLcXFsGaXwQpx6Je+UYEUx2/hbUkMGKMyk2S1cntQAAz7EXqVMjKMFTUSwvQRTut6CrfyD8la6qcOoqk8ZuXPaRnqxuKvnONsIGCxmPwRGHHFhviDeAUV5vtoJuM6tr/iUtnTYrrSRTL5QkalWSIKFFzryNR/0Qsqo5OZzypG5zUI9dX9uGToLnSQEDBVc4f47ESAmxz0fy7M+c1L5J5V1SrmjczYokfL7yAtXKll2pso9y5ifeS7j/UHJNv3Qnb4/2+4fuX9NHB7Fs6HPIYmfAwqR9G5ea783nNQnAeF4CVgqzunTR5cvEB65V+HJq+WubioV1+lm1cH2FlqbYmNqNz1Wxy0Ob60iRGRVKzhObNz16xu86pU7wowTQankFtQYQfPpnYJRg0Db/hjGtpgvr8O/OSDXp31mAyx3JH+JaMwIM9Vizyxx2MvBah2w6sTv5J6LwKULwEefdNi0LL7qEwdlVSlY69D3QWtMsFYQgWbzWg4BCD9VxDBMHAwhxmIbSkoyf4/RcAJFNwTHWC7FrUkbgtEqZo5VNdD3grwUTM45iWuAg6pK22btIW5lXgjOAeu1gzEOda3R95KVPG+PY4LdyNiKbEVYboDLe4x5I9p/65FTFFGMRRifEIQKLjLMkigx12wxdnCEe3BNNkMLVGixNgsAXAYXE0G7DgSHjq3kWyjIAV5IYb8RH/fz6FLVWh0/i+UqgQFYB2y61H7nAKWTcBpaCzfGAw/9Zi+UGB0OKXEZAyQIvLcaezMLUkBvFbTyoAZxpAQFrVZ9ITyAHRQ5GCTEKgsDhoWGg3I9tHek1bbDbONx2JXyUmQXzxLaLOHTFyemKjdrEck7bnuBh807q3VKD48BI2MtuG0lgXFuLiQHNhpUabjsWSJC/dmfh3O6O7rvt301nvqe741+2kBQnIS9Ru6Lv+ZCZFBO2HSNDBUKZ6bAZWUFnZUIMe5CEu75yyR7VkTbi7CvPMEsTgcqF9UMlRWD/XWkPQ6CE+DdPwgc93+ASIGJoYyG3TjYLmPichog5GxrT7gW4gbuiNE8oesylRlTG6Yovs8o1sUUDc+smJ05v73Yer0G/AxZvoOvfor7O7k/Uu7238W1CiiEJkKpSdcoXNWooqJPRChdtIryA7xyicqYuxDm7xg4G6ctcUwvBDH7d2VqTsKcDw2VmpCSN7JYaKx/F1G+V2PQjYwMIjhjjJs4QZAipXDvV//mu+3qqXQH8e/n9Omi4xWPBAoAuPcC482PK3z12zXe8hqDe/eBo4MV2k2PvrNYL1usjlu/AaXn+75kiruO8eyzG3Q9cHRscetQflvUDjuNg1EuwsUGIjhY1aDZ3AaC40y2u4Sluzi+Ct2vC1UCKYWZ6WHIoc3QiYiEl3rg3qCFl/vzz8l1SflsyARjCHWtUTcmvkhqywE1ZWYODQ71k38htaYCfrboP1H05uk655n9FPvRdynOJbqaGS1t0zrbAAnktcm60nEcYh892o4xyrs9pTnse4ZjoOtT0HnwztJ6qNgg3DgkbNoyL4iJCCqRdS2+907qdCzB0MQOc7XGQq9QUS8CRf40W9R2hVl3jKZfQrseintU/QqVXYNBUOQgNgcWzT56z4IzlIemXdkmumP1Tmd7M4Vhk1iVDjhceZUXwjqRRIRDcvl6yq4FTae1EpztGDEvRxK2IPDHFASZLM8HRJ9Uh3eE0viFvCH5PACAgwaziwIFgChQUH6vqvy7xYA2kkF7+sWQP0qJFUGJO1nOrMJkOqOBwMEYCBSA7Bldj/54Bdt2YOvEla/tsf6F944H+JzORNd/9D+IUiEIC34BXvyiL8LD3/D1ePgPfgMuffFvkJXjON0TjE35UTDFVTDSIr9Dd6dk4S0FilAXxVfNu5UqKhJ05c9vrYPC8xlzP2BcR0JJ1pboLhKhRcs6dSMBvVQLgxow+mHgg8IxaHNqdz6eIZD5ThjPqJH25ebbajhXRhUVBWQfGKNxKYgGYzn4bXR70IAP7wvtzPa6MM5R2FKZ4JU9Q6BxP/3eGQWIwVkcBIo0l2mOqCIoU2aPl3ZsH6/gzTD8IX/HXizhYRudJTZiOBeE9N7F9moRIofvVTHf+ZHthUIVNIHI5jJ7j/P5Yra4+ZP/6S57ejqdWypegnRrIp5CK+A1Dyn8N18qbgi/8XNqfNf3W3zqGREkCho8riZSE683DsfLpPnRxJhVDkSQvAAAhu4sjnS0TExVFNiqWXuIo0osE87vrrV2qLXD7U2F/O0iIlRmjKk9JAloVulzJVmSihdnYmed2lvCixwsG2d5BvBB8TZ9zl2yhu5Z+SYpWhdVtC5sBMP6N6sedW0SilVGfZ8CO3tbtn+6yYRlS5g3p/ct3M9gH0QtNDcbLIz34WcLGsLjAahsC+Vt2tom6FGGMMey9w2sbj4Gg32tLlNNui3z2FnCqh1GrZ2M0BGnxZ83Yfw4u+4YmNXDscld7uSHAnSE1eRYDp0J8+eL+d9yZ8bZlRnPpNJxfczJ5SkrMLoxGTN6jvJ6BuT6Hq4VGBbn0mTbg5uT95/T6bR+6il4qTjTWjq87n/5NtT3XAYA9IeH+Mm3f7H/8eTyJjXpd2Kd2ELTWk0alS1r604KPm3fOb0twXV1aGGIChyP+w94rfEQiWeqb2eAnT1rO6lQSqR2BA36if0/49yFIy6UVTx2ljIoWeK33kIEynUR0YIQNObw8LJZ1QOt+CimZDSX8j/JpD5x3wlN3IaCNLIQTAU3B6PAi0FncWM7hYaxNpNktvQf010jA2AA90/GYP3U03fdztPoXKh4CdI9+wqVAfJ4SeuAh+8t35RHH6iQxxF3mw63nruBvu2gtYZzFt26xd7F16NqqmIxBi14WMTXbgGXdn05rP355xk9ZszdMQx3ON59AM36JupuJb9lb/PGLHBr7xXozRzMCoZ6DznqYllGObQ2sWfMjPWGI/MdtW4Dyl84IhIXICeMthQ0PnAAYGdH4/h4rL6rKslE7iwnlyfHPh+IHAZaJ4bVWvaoU+yZ+YSNrbXyWcGB2aySgOPeYb3qsLc/Q79w6DtJZMWOsVq2qGdV1MiEoEDnoecCZO563XsGIvV/ve5QVQrOAhf2K9R1QIjyg5BtLc4xnrtq8dADCtdvSdzFqx+RfCjTh1zG6Pp6b212sewa1KYDg7CDAxzTHjpqQHCoWOIqFvY2iBhLtQcmhcpt4CJsKqNCVx648EHabGBhsGPWWPU1Nq6Omv7wlxGEg3y9yfNtJxYHN+i/uKcBbcdYzNPCmDILE3yiw+Lw58zdabgeRQgKoDDDsXRMKBVtoR8yh5XdQLnwTgyEi8QZCays0sKw2H6SMyEisKkAlTJlRzJGBJPNBtQ0gFLgvgdv1lvfMb1/AUwK3HWodhcAAf26Be9cGt1/Tmejnde9FviBH0wXiFBdvIjq0sV4Se/uor73CtqrYglkZriuZI65l4DMavf5IXEV6ECWoSoa7a8Riep58EqZAe9UP3jSdKqVRdCECK4d31jvVBFqV2nZ18W9VKFb9rLP1n6f7Rxs7yQmw8pfECRQK2j3rXe/CZmcnShNInpSEKwcj1xbU//lXoaMd7wvR0zKtjQ1kSU8Kw0IrqgkuRfIOnA4/8qjOFF2TRmB8pU2ITHjYXs8YfxFqGOohsB9Wj9FzCAYqlZyj3fXI01wG0HiUpWMpaB2ybk7dgmCZzlkL58wSGCYdHaKJgXvKSWQdytjx9DV+JxwHRdITkOSdXa2l0TXfv12bqsLGRGBZhC0qAGZhYLtBKErIGvZbvv6kwLhla9I72LfY/d1Lx5E+Ln700uQ5g3hD/62neiSAQBvf6LC5z9RFfc9coWxPhbNsO0tnvvEM9gs1+i7HsvDY6yPVrC9xUc/8FHYzOHcVAq7e2LxcJaxPO5x+5jw9HWvKWaFzgU1AmHhjlDDQ4oqg/XOfejNDCAVfeV7VePqpc9CW+3BqQoOCh1XfoNw0R++GWRrJgK6NjP5I1kScso3L6WAutZoZjrCyJISQSGnxULDGI35vFzmWpOHjvVxKl5A0EZgDLVWMCaZJUXhKxu+MYjXq0qh8i5Ms5nBzk4t7lNaoa41dvcacWdShKo20FpBG4XdCzM0jYGpFKpaR7cubRRMreGcZPoOwoUkQpbPfc9YrSysZdw+6CIyjHUlT+kc4/DIYtMBTz7DWK6E+X7yGRQIRfl+xIzESBNQaQcHhbWrcdQu4FjjurofG1rAkYGlCmu1gFUVjswlHJp7YKmCI4ONWqCjWvIxsEaLJvKxlkWo7L1AAYjma6dqUasOijjBGVNYhTLvTZUa3HZisUlX0vwzA6u1WJY2GWLJWBMkwlPbjfnsRZOeq5Tza9JHTxBh1TflA76lPUxpbWF4ly+g7tdQLGX1evA8O1CwDjgLtT6Ww1xrwFRBki0fCWbu+aLk2pQCZnNQ04AWC0Br7ypVgZqZtLQqdUo0a2D2dtDccxHNpQsgo6GMQbUzx+L1T+Cc7o4e+fqvw+Xf8IXxu17M8cTf+GvRDRKQ/WT22KvjGnQdC3oRA2wZ3LLEV7Qef9/TCAzC8cQaR3l/vgWz1DXKhfACCRS5xTarsmDwlFEe6CK/NtCuKkHXMY0eWRh0I3ssKSUupUqYLt1oKK1QLQyquZG8RVpBNxpmZqTe2t+vFMgDfoTPMXicIEkg/XelVeqb8snVtjCsAEqBAiiZ93z/tUNgj1L9HqyPwU1LaVWiaw2VG3n2Z+3HlGS8I5N5BxxgqEPVqngurCc9U9G1jAxAxivNFgRVU3SdM3Ml91ZU1u9ZjuAiNWkJHjDj28YrwuwO2z+4L7xf4DECWxAWYlzRoB52ZxcoxA3P8xfNNFwuIJYFZfzYZKRqcSMzMyXCpxd+TaOgtpgGVOXXsr839F9VGjtveN2Z2n03dG6peInSW15T4du+6QI+ddXiwoLwyH2ZX76nH/2pGzi8ehNHt44ExSVHfMlenNXRCh/66Q9h78o+Hnn8IShV4dYtcWnpOgdFhJ3dCk9dU7hxm/HY/T3Mjtf6MqNCm/nzybX1/DLQOKyrHRjXoqNGBIx4iMjGcNQvsLJzAAxFjE1vYFQykRKA/T3CJ58pNcghOC0RJebbuwYpBSx2tGiZlcDRNg2ilSFYEupawxiFvpdah25P0y5QU78LzEj6KfXVTQQeak3oB4lvSn/lwcHpf3M+I+rUgRzIMYMc4fq1FnWtoDSh7yWJoAS255ttKmC1AT7yCWB/T4Qw6xiVP8C7HqiNwv6OxW7jMv6VBMuIx2MVTfFEKN3R/AbuD0MGoUUNsEdDYkaPZP8OFqFG9zjuZkXZRBLTRgAqA2jNOF6GrNpCASHMOhEigptaEBj63oEiVHGwjIlQNZ8RdncIbZ+EGMcE5zQu7/UiUChZOzrLnG1Z47CbodG9BGxn66LlGootdnCMmtd+kFwRb8HaoKMFTL+Ccp2HjAXU+gjUrVN6vVyYUFo4rDxwT0twPe9dEIsGSIQIIsBaETyysqiuoS9d9HkxAPYmUaqMzJUPUMn9ee1HfwHndHek6gpv/M6/hcMP/AL6w0PsPvEG1JcvF/fY9QY3f+Kn/QMDaM8BI2WXDm7joGaS8RyABGsHfUDupzekLdrskE+CLUQjTuN3/Y6IyvVTBAL7ZphGST6KsOdrJdCfLAKErgMzXuYWqBZGrLoWPrh87DZy0v4uggFG0J8nfd4WWB4YfXZDlbunPKDrFAoac+iEuZcnuotjlLVFhySq1hW5J0DCVEakpWw+mL0VxiWN/ona7ozCWKjaP0+Q//H4vvhZ0WgtxP7UgTkvnztp6bH16933leFNxtln5S1fuSuWDXPBALLnU7kM68bXg+BdPEMnzGsQ2Hw/pvqvaxWtWHF3zuZINwpccUroF2Is1HhdBiGTwVCkvItaPtaIDQrlX/t3P4xXfPMf2j7Iz4POhYqXMF3cVbi4e7oqod90cCcldoBYMlaHK7SbDlVjsF4J46AUFXkE2p6waU8/TJzS6PUcTmms1R56mEkT93HfiDaZCcuNgvZu4iuRaTBrGMcrCXJWKlkHmAWpSGUZtJtGNCzOlS9WU8uhYy0Vsak5KSUuUy6Y9V+itNXse8L9bWt93Ayjbf3YDeI1QgxIEPaOV8DMifC1DomTSfJCnOaqsJVOeaZnHfdb93yMpDyGsg8/bDbOo2Wpov9dL4JGcGkLmc8lQ33qQOIBREDpLflElHJqTWrPJtsiYejKB6grf2V8m9/snTe5eGvFsBoGwKaC6juw1mAlQdx55m0iAgL0a9aoqWlR85lIkQTQYgdYLcdNC0n2ugkzzjndEZFSuPCWN53t5jMEWwvzf8o9JzDaJz8Y/jy/gNeh5vjM/uyEiP4T4gGHfVFqu7b3xaDnJWDdKXmh4CwkCgeUjL1CEjBP8ZS7m37FZzSS8HMGpKmtdVIWIJ5RTOg3UMAxc8pEnRcVmPJtW9UWC1FRp3fBHir88rZIVSeMm2/HDXMZB9VFPN5+dHTDQbWPul+j4hafal6Bngwe2XwSDW/SXUpQvE4SSuNY+jXwVP0INPd4oH+2uO+2voBnqwewZw/xgHt2XNALSOdCxcuYvvyLLuNf/rvnIiMeyWtPCkaAgL1L+zi8uQKUhtYJhenSPaIZns8I85nC4UbhuDVYVD2ICB3qaK1gSF1rNYelCiuewSK4ZTFq10IrYdw3VuMTty6CQTg4dLhxIBCyR0tG1wetCXB4KChKdS1uQ3KdYTwaEyCK2uDe1LYOx0vxmd/bFVclQBjn9ZoTxDkh/sYZQ91bRtefzCSNGeuw02fMWjbEUvbYTDo1FaMis/tDW6GSRmcqDkB560hoq/P5LIiAtmXMZgmatm0lR0mgulYADNqOMZ8l4UMRsLvDWLYae3OL6IsZXX4EHUqTi2OTjxMV3zk+L4w6iTucFymIyNs/yuc2vYFW1idMTGMemP22YxyvhUVXBFg/r33v8MyzG7Te31op4MKFCsZoLJc9Vj7Tq6yjdNJqTVjMNbqeoGMqBkZTMSoDrDuNdaewN+tRGy7iKBRZzLXEioi+qZzkmlqAFHqewdgNFBJcYFoUDLM5gvJJJcEWrA2U7YsVx6aGa+bg1RF4vpeEkeUh9K1r8r2qEU9n54C+xTCTZOQ76gbY2QPv7IJIwd28Btw+8L/VUPsLqFoGhK0F7nsVzunFIz1rcO9v/Upc/cEfBpwrYagVgIEiXDUEMzeemcvggv0CLdycvOY2Ryo6lbxGl+8ShnNrFujQfiP9sxsLVakYbxbIdQyo5OdeWCPuNKHfYGuO8SIvAMXcBNt+39LWuLfLF4SYhUKrPQEkws6Jy1ZmdYAjkNGjc8JZ2V/zcQ31jvI+jY+vO6OTlsgWIWnoihfiAokIrh9k9dYS28DsM3pnQlM+Rqw5QSTfwbqN7n+hSkpjObSyhfZsK59ITrZ/c/l34YOLN+Gbnvs7eNXmI1HWc6Twf973jbjUXsNNcxmfmj0GANjrD/CNz/zvuK97NrmRUYAT3j45kjRQ47sv/t/wgfnnYNce4s8881cwZ1EU/fz8TfgnV74e1kfgv2P50/jz7/qKM4/NndJ5TMXLmD7rNbv4C//Ta/H4Y3NculShmjfiN60I1ayGrgxIEUxd4dID98LUFeZ7s+gWBMiLfHzUQauUrZlB+MDT9+D6cQPHwFLtoEPl03kRNmoGpwxa1N4nPpQlLi69IxxsGvzKjXsRwlD39xRmDXDzNqJAEWg20xEmNhAR+bwV8jKFuAJAhIvZjLCYE3SmiSECZjNK/vd14HzLjUcr+QcMFB2Uvg9ltKoSdyujgcrHW2hNKfZCUYmsQZK7gohgfNxE/lvOBES/6GCaBWAjbGw6AMNYFEqUeJCUl9ZrC+ckI3guUAAilPW9Q12X8+AYWK0FgvbabYPWSjBybwkKFtYRDvsZNs7AMqF3ChtrYjLD0vsuCQMOhJZz1C8VBY2sy9hYg84ZVMpip9qI8AKHSllcmK1ACAKFn0ctc8DMuH6jjQIFIOvl8LDHZmOjQAFIosRc62kto+tk7Hsr7TUaRTwTABytDZwjdE7BsvRxprvinhAsTnBoaI0GSevUiy8Hqm4JEidrkO3QHF8XgSISAdrAVY1YCYi8QLEASBUCBQDwYg/czICqRFWTBerjMLSOv4lA5CXdxW7UuNHFe4ALFwGloHd2xUoRitIaKkP1OqcXh574a/8LHv7a34Pm4QehLy5Alffd1wSqKcKPqRnB7Om4Z0y5moziJnLf7zuREV4kA1Xup+46Fy3tRXUutTuBeEyXR0Hbva1vVH6Z5Adpy+fwfVvZWySUqTiH/HYRCDh+HgoUUzSF5BjuzV1mi3uLbYHSWGZ9ihaPuyQiKq0ieZ1DxKmoSRqWEs56VwoUgGSO7kuBwmtnxvfdjcQ4WFts5Xt4x4YB5SFmY1RVHHLG77v6j9DwGv/o3m/E+xZvwy19EU9Vj+Af3PuH8Kn6Ufz87lvxqeYV8dFjvYvvvffrpBidLO2ytgcQsWEItMQS/fTinfjA7C0AgCO9h++894/iY/WrsFQLfM+VPwCbwWG9Z/EFeM+ndu98jM5I55aKlzm9/XP28fbP2ccP/Mg1/K1/+CRqjx+qM257sbcTP5tqHJvRbmxM2hZ+66zGh567B2+4/xYe2bsBqxtYSNlRYcTlLhR8964u9/HM0U7xGzOjroD1BoNnSNCTMv/O8rnEQ+VWgflsvFuHZ+fz9JvdIuEHN5i8jpHFBz7/Qyh3lrRDjoHNhuM9XRc05MPn5R5jNPrOFoJC3Py27IHOuujG5L2iouXGRWFi+qRjBjabLX6+EGZaTfQ3uAK1VuPqbY29uVglll2FRvfYnfVY2RkSn85oncWOWUNRqat3ULBM2H5aJaHCsqzLnaqFZblem1LNt1e3uIGUnZhIAsv7vgzGzvt4eNhlm/P0eLWdj7FgQm+BuhpOiLSnc0qsI9Awqh8gPKXFtKOXULBp7/cWMmNbKDBUvwbYwWyOJoZELBhsKvkXOKV4oAzazwxe7IJWx+NylALYx2BoeMncT5xSRdA3EYEuXgaaGXB0e9QsPrg+bus5vaCk53O8/i98K14P4Ke++CuxWa3gfe8ikcbWOIITaYIxeimR61mUMKMfuFzz2xh7BSjKXKWK7YAic+hs8jE/zTUopxxStSiZCNAE7seDGyzV42eiUXLQ/kw43KYFH7i1nroOCN6Gms6aISRscTPGAcuhLycJdaEtAY72LHC9wyDnqGgbChTh/iGcOQGTZpAt+/yJbZmo8kR3Lj8WRS6PrF4CUHGHy911PN08gu+98nXT5WTtdKTxbP1ggUKVbvMC6gQMPQA8bR6EgoPzwsOz9UP4zvv+B3z9jX+AnkqAH6MJH/7oEb78N9x7Qgfvns6Fipc5Pfn0Gv/0B57Bx59cg51D1TQg8vCknoJJnIiEUdWlv7lShPXagi6Ol0NlRON9c7OLo24GpRj3NLcxN93I3aOzhOvHC6x6E+MmeitWgXkjbkdDEuhPHptjAcwaQmUCdGj63WhBy+w6FJC6w43hpL1WArvF+qEVeW07i4aaZEOxg02FvBuvcwLLOpsJ42q07Ch2iB6xrQGEyIC7DLt+ipxPhhUPIuekfZzceO7GPUEC4SWAOfTTaIKJ1gtp1HJD0ErGhZ2CY4Odui8sRIpkY09BYUDvCGtbw7Fkoy4DmRNZpwQNiiU93qavoZSFJvZWEIEhrlWPts9dohIRMYyhBC8cr4sVbLNx2NkxUCoJgjkZ44Wb6BowvMMLcP5zrRyMSokPS6sWR+tcejxTrckkAuxKhdtUleygbAcOUaVgcD0v7/MCC/sFUswekaBGdW1U6jEReLEHaMlfQUp7wYVFomxmoM0G6Dal4nbx4mm2zkmImfHU9/wz3PiJn5KM5kSyns7gC57TFFM4rAfB1cPL/Ft9xLk8P15oCq4d3IuL1riOkwWKyOz38u5N5dUID08m2BtuJ1uHbkI6gN+PT7CeRKQ9QvTTZ+dhzH284JSyYzIjMiXmvnB/OoniJuPbP2khGNc70RtMBTdP3Rbaeep6GW2TPtO8oUlUJaoEzpaUD0K3k1MybYU6haaEv7NQOL+JUGYNh1job5v9+P3Lb/4g9vsDPFM/iFeufxU/uf8b8YnmVbHBxA77/S1Y66J7ek4hzigf24/Ur8Z7Fl+AZ8yD4/xO7PBTiy8sNbMQi/wD983uvLNnpHOh4mVMTz+3wR/91g9h0wru8Wx3EWEKSTlYj+rSrjfRgrE8XGPv8i6QBeEZo3B0bLHeOMyahC7xwIUl5pXDU8t7cHMjzwDAwWYHr957Go3eCHwmE6wjfPzmfszIDAizvdoAHYB1K7CmOYUNTFx1GHWd4iN2d1ThgqJ1QCoSYUMCucVdJ983C1jVuPmWZsog9RPBCwSA4sEGrr2iN7iHBLQHSggcwf0JABZzwmZTbkxaEzrvIWN9HgtAggzFt5587ovtB1MaK9+nrH99Z1HVJlo+gitQ3s8grKlsM5K/jE1bRk9ay5g1ZR+sE3eo3gJNRbCdRtsrXNppoUhQkogcNlaj1haKJYfDYbeIY9dbDesUZrr1ynH21xV6NvE7M8EyYdNVBWPeO4U1NBwp7M4cjtY664uMyeVLFZ55dlOMz95eBWPICxShPFdYNapK3OiS1onR9cCiKVM41ZpB5DA31sPdElpnfFbtTOBFhx4aSuzwUfCu7Qog7zftTyHWFch2pXAhdnU/+D3gHJTr4z3ct4Cp00Fhe8D1UXgollEI2u4l0JpB4P0rcq+vK1stohVnI3EWt0qTIj3wapzTi0u/+r/9LXziO78LwQ8z5j7M8hqw87ydZ0SHicbkpunymf3/Bq5RYIgvetB600DECPfcZXzFJJF3c8naYlsH0+iSIaWQQC5joofKI8txzPL4ksFdJcNM8EIbYp8j0000gQSR4roy/6XYlmIuwp8Y9CswoVFQyEycuTsmc/ZsyQcWfSVFxR59UtxG3t2QF+dEwWKrgCT7c0AGm4xrydACzyT9aioSQoZzWVCrGJx5l5IWpChUFM9faAZydygAVKGAaj4r8V0s6yEEc3gvw/r9t5d/B5ZKPDbecvSz+LJb7waBoMBwAB5qP4nvfOhP4VjtQmA9LH7X9X8qbn/EozMbgKB8+f7/cvM6/P3L3yTXAZQ+c9KYDzdj6FitgXd87qU77/AZ6VyoeBnTD/zwVbStE815ZaAy9XHVVNA+uY9oTBy00qhmlTDk2YvXdQ4XaoXDI4e2FWa57x24U2AsANUg919kMJ5aXcF+s8JxV8NoxuG69gJFYMKBuhIrhXVBs47IZMs98rI0jYJSwM4iwcBWQ5xykpehqdNLqzWwM2d0XmMR6up7+RuQpggJQSpu1BQ0Wl47MqFdyT1Oggbb5RugHw2A4BxhPtdRWx6gb/vewfYMrVSpnc4OSe2FDPZlnR3eT6HvXRwzScyX+pIYafJoR4gCiMyz1+5lfT469rC0g8ydIW6CCLBMONoYVFqsU63WqLQDt8DM9D4xXKl17NmgZwuysn6McuhZx/YFqnWPzjVxXLPeAgB2ZmI9OzhWWLcSrE8k8TgPPTjD4WGPtmM0jfYIUKVLWojfsZbR1IT5XKx2dZUOzr25i0HZgMSwKMUw5GBUmhvHGhsrMLhGWRAcmBQIFh0baDjUbo3KraHZgdhK5vGwcrS4NwW0J2YGOQZsB9i+cBoLPVC9QM8yCSwvnAWR8pi7dVqgMrlifagbcXtSukSHmnClglKgCSQo98lfBN7+m0fXz+mFIdd1+MTf/QfyhdmjBss7REqY/knozqBICK+LZ2LHeP7+f1sCqAVeOTDBPAjcCo3EdKbiuyEet9H1Dp2T5F5hb5bEdLL3an897m1Buxzu3RaIAAAklukgpBFS/ZRv9NiurScSpi4f6/L38fPi8+4f2ebSFDTV3mA4PKfi8+LL5Pe8UoDZVm4udAa3L3GlHQtn0oZpK0HxPCBauC3999+2N8yTIoKrIEkHfXFhrzYzDWckASTpMjFgGEsiAjcZHG0OvTp8L8KDefOy9aeIwHoQrD05CGksRuu3Y//uSBGvOv5l7PYHuNJfx2ctP4DUepG/rrgb+JNP/RV8cOfN6GHwuvUv4kr3nMjwHt42rImyIhHsfmznyyeEiayhW6bAOeDf/8RVfO1/8+gJHb17OhcqXsa02ri0yEEjplhpXQgaDEbtk7DlFDYeZkbbEeBdja4fVoCp8cDl8VvWOoPDTqTwdQ8su+mlNLDeFp/D5lDXGnUN1PVJGUVTPEFRpiLkeWKUkhcuaDmCJnsYnD5k7oefU3nTGqNRr7zgMUzAV9cKa+s8c6vQduVOlKwm6cAMcSBDq0NqvwgGSidc6kAh4DFqlpDaX943bXZ3LHxoNTGdnH3qbULp2vSSfcEoYG1rKBoZYgFI0jvlGYHOpowN4a+i3BIzLiHAUtYGMJoLaGFAtH67uwardXLDyrunvGLMGAVjgPlMflc+90QQtMOcl+7sFONjyjGRnPGKsrnynJ1zDM09yFsfiLk44+RmBcleJNwEA1BuXYxLPhoEiCAR6ueMbVA6CxTMnicCtBEhJquXBk72TGktj46pvhteOacXkFzbjfwtS7c6moa5RNpDAMCxA6PU7oeyPO+9pQGIkx4EkBfD3amgibaw84xkUJS0DtCSxMv1/r0uhIns2RPaTID4o2f3TjZpwhIy+dsZ9D7bYxfu4BmCCEQjBcBZCxzfe5Krz1nidCgU8gIsD2HmAbhxcTFZ3yA+o+AjKMVxjNo5bONoCHl8v+KTY4/oZH4g5AUhAt6w/CDesPpgdFma4jn2+BjvOPpPWZuKBo51a5lA65J5/Y5IKSrAS15oOhcqXsb0+W+5gH/1w1cBANb2AJKGd+STyaIJunXtNppFg939BYgIO7s15gtBjlmvHZoGBdxsXRE6yzAFc03Q5NE6GLh5SLh2W+HyvrwFwS2FmWFtakuIZZvPkttQ1wsMrO0BREjPwYEZpHvKd8ih+kF+UwTszQHXAIfLVGdOca+hEK+aNEwheFm0YekzIGOx2nDhYtNUAbZWo+0Yh0cuKHw9SlWNnR2HrkvmzKOjLr7Us5lk1gYE8Wmz6WGMQbvp0WVoRiFTt7UO61UXrRl1ozHfaWI7nWO4XoSYqk6uWsVa8OVZy0UgenDp6v1SSod0GP80LwGp9PqhFkEUwO7M4v5LvV8fyTLEnpshCJLUcVf7IH+/LpyO66Vngayd16543jFwey2CzLx26K1YTSqT5q/vGUQKTSNtDtYW5yQmJHw+POaQogFX9sWiBgCbzmHdEtqeMKvz7V0SNxKCFrFUVRoSqJAam/hegB0aXibhhi1AhK7egWlXkr8iHuCcFiYA1hXAVuIeALFMdBLknc9ldNsIWLjOeilJy4GpvODnHNhLSsyAbXbAysAc3QBxElAIgJ3vgR+7B3T7BszTH4/uW3T/YzinF4/MzgIX3voWHL7/5wXCl4XpyRFgAg2hVdnHEjjr4NaJ8WWvNY1rZeiuMWC44jXPzIzyVNwBEzkZEzDx2/BzYARjfJNlwDKcctCVBLyVCqIcThdA7qKlyr2t+AyxAOQoVNsECmbZUzOuMCqCcgQnqTO557Dze8YZLc9BqVQIj17AY5LJmRxPjKcmBwEZzsVJ/TxrrolIFJjo8VyGz1MxPgEtkR3LtlWJdj4HIXA9w8xKMIlRXxzHOSQtmdTj83a7gBjaPvr9tKk63VO5aCf3GGW8Du9rPBdPsZANKazl//7ad+JnFp+P77v0e+HuAHXAWsbbX0T3p3NI2ZcxvfNzL+KPff2jqGt5Oe/Zc9hd+MU1wKbOF+xmucH6eI1mZrDYqYtFvdk4hIDby/uygR+tCJtM82+ti0zjwTHh2ZsGXS9wsUE7bh3j4Ci9gOu1MOOzpoSBNVqgX5XOIGDhN8psp6wrYWSTcCMnn6IAD8uRyYR/dm+BeG1KuxA0CoF0hqyQu2Xm9zVV+k2yO6f7KiOxIEQiUBAFwSoxvkSEvb0aVaVQN1pM+p6UJtSNgbUO7QC5yVqZw00mUACC3LVZd/EQc30S9rrW+s/lZlVVCkpJYHNA/QrWD2sdup5x+yjFoVgrlgEiiaG4elPc2G4eEdpMgX20Vrh2oLFuFW4cJ614bwnP3a7hGDhqa7jowCpqR4K4GvVh7bDCukvjYh1wsEzZt5cbBebkshTnT8taCMJwjBkawA5f2JUcF5culBaZ2gC1YbQ9Yd2mE4cAVNqje1E5L0QMEMOg9Ynu4i/oqQE5C+368nq9SPxJsDoEkxqzCABq0OjgtuQ1l/F6yGLvrRHxuYCEEwYms0LoVtyb+sW+BIH7+2yzAzY+N8XeJdgrD/qBacC754HaLza98W//r7jw1jfLF11h9w2v95sNRejpSBl8M1gslLlAEe8JsNwO0a2FXVCBhvWRlDdnZWxOpdg+Hv0LvwerRE62TVxbAd7hRCkWFCdD5jK4iUUacDZDi3S0EEfrzJgBDV9LgQIjBKboKqbKA2VoWTorTc5BmrLiPmk3l98DDbJDj34flrVNoNjWDUKRZDWO6/DzkMvMxj1YIojII0Zl56EXELaVG8vSMpeqcJmmkYUj/hKqKavzbb2zORut66yvweIxGnNGzC8TlGlRCDlNqBs07/OWP4PfePgjd9RmAAX8+gtNn1FLxXd8x3fgO77jO/Cxj30MAPDZn/3Z+HN/7s/hq77qqwAAX/qlX4of//EfL575w3/4D+M7v/M7P91NfcnS7/rN9+F3vOtedD2jqUVD8qGPrPA//29PAtb76dNYY2StxXxRDUzGSXpuGo3jNXC8DnoQcfGQJLsVAEbfcxQiGMC6JTwTkSeTJkFpgjYEpRlm4KsvLkM+0Z0CfDx5dHWS9ggKilYMrQATtd9Jk60LS0ris2a1MLW1kpc3Z4JVpslKWujUrqy02BYiwizGdYz7UleMxVwC1+WZ8SbOzNjbqwpEq/C81hihSAVaHbUJTSSjzaoHuNzgQ3v7XrJLh3prnzip7yV2Is//AYgAQSRWmk0LBMEtjpH/9ORzQNMMNWeE20uN1mkoIixb7Z+Re547mmNWottFzb8IGqms3ml0G0ZvEV2tQh2Rlx64PxElv+kwl4TxHAHAfVcYs3q4ZhjzBhFGFwBmxvrPBEPWC5QuW3+M3mkstEM5FAQLLa5Pec/CTa7PBIp8MPxHovIZIrhmnoQF5ySb9jZpOadsYce31VtC+t17AGaxWAxeIN6/DJC3598+h5R9sam571587j/5P2A3G6iqAikF13X40P/9W3Dth/494ELcVaK4nNoJppgZ6EtGJX+e4eMXrNcS566bE2fGmV1uAp3Ct7DXJLu25Jj7tYOacIUNgc8cYGbVILfDxHt+cgP8fT4+YOT2wj6uquh36WYcFXJqXD9n7/MLQwObRCYIDed18tHTip4iCrqLaUvEWUgEBsTxyOM5Y9wH38X8ZWXDDKF2pfG5lSBXxlHQWtLYkgPHZ06wSJTyfrBikBsnFpzsS5jKJBOemYp+AnjN5lfwo3jXmZ/XmvDeD9zC295y6c4qPiN9RoWKRx55BH/5L/9lvPa1rwUz4x/+w3+I3/k7fyfe+9734rM/+7MBAN/0Td+EP//n/3x8ZrFYbCvu1y0pRVHLT0S4tD+eVm0UTCVQr92mgzHjfBWB2taBSJipEPxb14TOimsUwwnoDIs/uvJ+oMN3Q8XAKdn8jc8N4VxyOel6QWBSPnguMUTisqI8w0lg1JWwp9YJpGx4HkSoDaO3FLXgwSqtlIBEWB9XYTRHl6jc/DjYricpNI05IC2h2OenTP7b9kaiAj0cgMAAd507YcPecp1SjASQ+iJjnTlLT5AboKVMAWfEs8sXTMhAOwqh1B/2cUyC80zKxg0IhK3zQd8K+cGbBjMIk1NkbcqnkbuV5sOWWf+ne+8IXS9CauBRtMpjaFyMwSCwD8bODqWsaZWHICmEUtdj1h1B83QsArHEWGxdIENiBto1oDTIOUF8qk6ABXQOsD1Ia7Ae7wfk81UwSR4LWcoujRUzooMwkBCjzulFJ9008bOqKlSXLoKUEreobTTBBMX96YzElpO7lAOYuHA1OguDfJJrTWSg/B5yombca3BzzbE8E5zWvcLKqMmcCCfFV4R9S9xyGGC6Y8Zu3Lct7/LzKBeAL7Mc07RLTp26w3adtZ7ponLF2d0w/WVZgYnPz9I7aOMpZecuX2Gt5m5S4bNz7AX08p7YHjuey5gwUAHIFD7Py7A3scbP9Fi2th0IS7ozntg5xt7ui7eff0aFit/+23978f0v/sW/iO/4ju/AT//0T0ehYrFY4IEHHvhMNO9lSw/eW+PL3rGHH33PoTBKtcF8J+Hb17MK+5fnGGk+PPU90GfBCESIcKl9r4pA7wDvSkSCEOctxcaIsMD+FAkMfbAgVN4jY1aXL6bzpsCmEtcUsUI4VDq54+Tve23El14pQqUZm47RWULvKFoWvAcBmAWByhhJwuciQlTu14ho/RjWFdqeU64fChaAoCEXZQhBqTIOI5RlKpJszhCBYnncgVliR/I2BNcmYCyIAF7QY4BTrdk9pWbNOY5WIImpSAdqCDKXwPYkJHlRKXY4rJqul/HPhSClGNZlSCsI8QwiHK57guzM4TARiD1FiJmqw/j0eVZT34auH8fJ5LyvtdI4XYxfcTcAyUvSWcnaHpBUeks+loP9+pSxZlZeSBMmJIe71bDYo0OAAUdGhBxncXH9DMijfTldI3/PyLZQtvOL2wxegADzWw4GbVagdi2lOCtxEo6B2WJ8slkLagW/mTsCshwTTOQRqvw6CrilpAAoOO6hfHl6dRhfCH3vK3BOnxl65Bv+AJ77gR+EW699XoRyvnlCszp1bYqGzHdUsER+2//umakTy9qSc4eZRxm+T+PFgpI/tI9C/VG7IeQ6eQ90pQvFChx7BKD8/sQ5u56z9o5bUzCoQbsQGzbw7Y8CU7pW5K84mfefJoIIknkZWbvy/0/RnTLr25jjwiMAmOAW7pD84mKkcXshaNTfbNxyC4WcyRkgiCr76FrJmQLNXvil8l1i+a3ICBQQo/yZGVC6wmdnxVtjNH7Z+b5NSJuyFpJK57uFxo9e+E2nD1BGWtGLlvgOeAnFVFhr8T3f8z04Pj7GO9/5znj9H//jf4wrV67gjW98I77lW74Fy+UY7jCnzWaD27dvF/9+PdIf/wMP4A///vvwG99+ARd8UHb4p5RC37rCDHka2ZhoJm2oAfZ1yJArlfI/hDpFmZNMlLm7S2qbaIuNzmMjOGqIc6Y+/2yymIkmQPBn5TvOn5F6TIqBjRQ2nCGFPgUtdviXXxNBQNyGlC8/aL6bhtA0OaMt/TVaoa7Ev18sFKE+ia3QRqHw4c3aH0zSApuaBy/mWhfpVWmJGDAQvk6dzRcggmXiX7YcJSyChbhQCbPfCuIpVmv5jVG6mXHMwi7zI4oh8qhT/q8DNp2U1zug7cWdzLrpwPvQV2ujEnMgqKbzi31dAGWomWmttH2O5JSuL/sKBMZMdaiohyaLHTrGPeq6uOURQ3MH7TrstjdALAhYCoC2Lcj1ULaF7leo+hXALFCyfSuuR86Culb+OgtqW7E0dBvQ8hAqCBSAWCsA0GYJWh4C3QZoV4D/TN06tl6BQcsjULcBrAUrA2h5SVhVYSHEhU9QoM0S5vqnoDYryYPRrmE/9eHpgX8R6XwvF1q86jG87Z//Ezz8B74WF9721tHv5OFVczprwG0ZG+CvDcvxjPpJDOVJTOydZvKmvDtB3g31p/9l5bPPeRH81CU+wHqBg10SIsLn05jZfG8c3RuEEUaCmI3XubyGCcZwa6WIe3x8H7PvUYDJ6p+iu9H+b22ibJo+6PmFkgDwggoUJ1Y1dEUKf4N1y0lb2DHsyqZs3hYx7qcQzjn85uchT1PUI8Ywcc/FZ9dmePRDGr6r8Xw/oU/M+NDsCfzt+/4EnqofOXUccuot4z+859odPXMn9BlHf/rABz6Ad77znViv19jd3cX3f//344knngAAfO3Xfi0ee+wxPPTQQ3j/+9+PP/tn/yx+6Zd+Cd/3fd+3tbxv//Zvx7d927d9upr/kiWtCF/1JRfxri9ifOO3PTv6fZvf/mmUm0OHp0zO8E9RqjE3N+c3y+faDDaCLfWEz4U2hT2s7CkHWRAIAP/MCXWcJHtFAcMfdloBa2Yozp+j+P/VYNyVEiSsKT/MqtJpnDz2tbMuHu9FwODWc2voa5p/Tt+n5ix4GugJYIn8fBlmNQ+Mf9uNx25cTxAkvNDhUnlSFsU6TjrTcuFwqxcC5995+r4ojA4royh0ViSqqQt0VNyhIIKFce3gSUCzheqTYCDJjgYdBgPOgYKbS58sDmMSq5UIEVmiOttJcjwgDoQCA+1GMOGjKxRNDhQToI9uQXVl8jtsbceLR+d7eaL5Y6/A43/2z+AT/9/vwu33/lzm/+dpasmeRqM9b8smMr1UPq1U1j+hM/eXRJhKLiV5zoVt+RdOqlP2jYnntqr2txV2yu8Y7s1l/3Ih68T675ZOKC63+L5g6+DTIFCcmRjgzo2F322C+QkC3UgAyT+q7YJCTuos7lAM/NCF34Jn6odPv3dAWhOu32hPv/Eu6TMuVLz+9a/H+973PhwcHOCf/bN/hm/4hm/Aj//4j+OJJ57AN3/zN8f73vSmN+HBBx/EV3zFV+AjH/kIHn/88cnyvuVbvgV/+k//6fj99u3bePTRFyfJx8uBjCY8cp/BU1f7QlBmAOtV5+FkhZxj9H3Kc1BV3m8oEJX5DdiNuXEiYH8XWLcOl/YE1jP4wFdVYjq1FlcWx4TgTeWEp0JlShcf2czSQTJ0VwrUW0bvBNO7Mg5dnzTNZRtTMrz0j4uEe1N1nGVDVQpYzKS/mzYpZYjEVWzTjl2hxCVJoc9yWEzFVVS1RrtOFg1xI0gQvnn7goam21j0nfWWCPKQtSre3zTaX5c8ITmcsFIUYXDDuAEe5ATB7Sxl8u57Rt8DyxV8wLlYa+6/Aly9IZaL1zw6CJCPjIDX6viYmNWacXgsY2OMZCyXZ8YY/ENiLoWZ4dgINC5lazmbCwY2PWGRQcoSHGrjsLY1OmuwMGsYBfSswKSDeACNDpVbYczwZKeQtdDtCjERIjuJrQDEMtGKlQHapBPIOTEdwXdEG6D1TL8xiCawWM5K7jExo5/Uc3wb2NkPnRovbCJQ38NeuAf8zMdBt67LPbMZ1COv3TreLxad7+Vj2nvTGwuBIrr3TDBAlG3fk0m9eLjPle85AOhKNCakSBLRITDnHMsoIENzpim06U4FHsr++v2BKbiVjvN1xO5wQjCK4BJ3yQUXaEghuQ6n3+QD7swf/pQxCK7C8sqmuRjB1p6Fhs067XEq9+JRu/x1qzi6BIVM4adRgIcNbcif27b+8mdURfH69kom2gzpT9hGQ7m2c+LiFPrtYz+dc0X/Sd/Z+hm5+WVEGvEsdV1SepIhAQroCVABwSpA7WZjZjDyLHls81E8XT0EPkVS2W9v4Hc/+X/i4dXHcWQu4N889HvwxOufOHO/7pQ+4+5PdV3jNa95Dd72trfh27/92/GWt7wFf+Nv/I3Je9/xjncAAD784e2m+KZpcOHCheLfr3f647//Ii5dSFOttIKpNDYbizaDHQ0CBYCIGFQwqn6NRxcZO8rXhKYGjGHce5FRG+8K5DNhK6/RbyoRErSG97dP2v7KSE6AOks0pqisZLRfBktkhgYkAgWiS1VOQ4FCrolQUvTV/xg09lOUrBQ5byYoTrMmXQ9M+ryh0Zj2llHVKuarCJTPR8inUTUmezZrbwazmK6njbXvOG7gwSoSYjFC+TrLacGcUKGKmIngbB3HUu6zNrk7SduljK4HPvWsWC2YgSefLa0KbZ/OS+stxG3HODhM9/W9ZPqWNVqOv7VcCAfhXy6T5fOcoz7m7RWSDb3tFdqwfsBoTEjmR7BQOOrn0jdqRKDwBVpV+3dkQpC1HYgZerMUBt83LDqVMEdIWALE7ahv/QLp0pgzA12mZQoDPRRCbS//wjPtBmR76FtXU0/7dfmMF37o4DroxtXk/7ZaAd2LlyxpG53v5WO69M534JX/4x+L34kCelJJJLoC7zKDrUxlEeQ8nGKC5F0wCrpKwB5E8r/gkhmgP5ExbwDuirugoHCgrP1UItttQ9TLGcI8/8S2Z2I9EzRkrmlocg2v42Dfnfp8ZuL4P3GhCnSHAkXuLnW6JTt7Bido0sP14BIEGSNXnJnT/R+6m4XngjtaTq4XVzbXpWfOMpfpt7IeoGyj6zgJFEDxboyy0NuT65qirS5LNtWfv2fcZ+3xsM9DIUzuy/gRP3a/5da/xis3v5rdNLHG2eLrP/p38NjxR9C4Fpfa6/i6T/xdvGX3xUPz+4xbKobknMNms5n87X3vex8A4MEHH/w0tujlTw9eMfgrf+JePHW1x9/7V8e4eitpB5bHHdarHs1Mx00oMMBTVFWqME5I/gRgZx6YZfFJD4z8cJ0Hhi8pSkU7E36D/1ZpiaVwLIG+nGt7pWRYF9yoKBNuwufUyBD30NvEJ+WK2tQX0b5rhSIz9qwONfqzjrKWeOXxcN8PgkVTCdpUghgkzGcBVUjaUFUam9ahaWr0vcPR7Q7WiWXCeX/hMF9aKzRzA9szrO90FBYsFzvjVJBXPq9aZ7kcjCq0RvBt6zqHqlJRyNKmLJOZ0Y2TAY8Y+0CrDfDhT0reh975YO8qCSCVAYxOlpRAEqchAfmuF2Y/FK9ou4tWKCMq5XMLBght5+c7y28CEJatwbpz2J1ZNMjbQmAQjvsaiyazSvgOd2aBxq6i9cI/AlYzqNUBihD6OEgUFwNrU+aumMpkPZzXvpOA66nrthQ61OoItF6CjYF98LXjZ0iDbl0fOZi4T/7SuB3n9Bmhx/7IN+GBr/lduPZDP4Jf+n/+xcl7ivf4BJQl0iRJ8sIy9Ix2ZO4ZEU6Uspc6GhNiPRMB33GjPVu/Cs0wpc8jhY7fi06zEthOzDNKqQSJmil+YjsH76QbZTZPezcPN7qsPfHrls9noqws7r01kzDey0+h/O6zzkUU2oaqlhOeZ8viSp3/RjlDPF0h21TL8Hnuhzd7Zpwyt7bgvjoYGyKMku2ls5FHAgrghZzuDudpgoZraUh27abn0QHw5xdboN+4Sf5L2hi0Y0CjNvhDz/4dXDP34d/vvQsf2HsrGOVBeGX9LO5tn4vflR+3az/0o9h74vV32sUz0WdUqPiWb/kWfNVXfRVe8YpX4PDwEN/93d+NH/uxH8O73/1ufOQjH8F3f/d346u/+qtxzz334P3vfz/+1J/6U/iSL/kSvPnNb/5MNvtlSZUhPPZghcVMgwYJvJzjAhXoRMoPH0+EnFllVPpsL+g2xjP/XVP6PGpEdp0ouc5sKys+zSnwPN/0A0PJCIKCbI7WSSB2EAS0TtaJcG+xj2akDcVA4WA1sY5iv4I1QGUHt6mU+HhyAOeZ6tdUbWIyFbSU0+eyZLqHbOTZKfGs21EshvcfLR0cSzbyNkt011svBA7YWmZRyteZgDcut3xmqilDYQUxpoMLKwYgrnnb1idjLPiEVvW6gbHrQoAAA05VAAbWgW10R8zIljEvfL4CBJqT3BntZlIIUUc35ZQd1n8HoA7n9OJTc9+92Hnta6Z/HDJ/Z2EmKf9+EhN7B1LCHdLJLo0nQMSy1/7GI0j2gRyjx7kUi8aUWQhp7FaynTjV578ySkVNDJLOlGdDQWbK5WfqXA1lDSFz72anPsnK83wpukeF9p9SRT5GsW0Tz4zuA5XXGBECOdx/N8ahk8ZylKX9+dC2ygrexK9lVfZ1VL//qsC4r3sWe/Zw9GY+uvooHlv+ahq/6CXLIPPisf6fUaHiueeew9d//dfj6aefxv7+Pt785jfj3e9+N971rnfhk5/8JH74h38Yf/2v/3UcHx/j0Ucfxdd8zdfgW7/1Wz+TTX7Z05e/rcH/8W8Sglbwb+87l7m/bH+Bus5iNjPI35DA6AGMnUa0u22vPP5/nihHln3Q7IsgoJDvEtrDeAYGXjYcl+3OHOsSoUTKV0T+CAkWExEycsEluDitvSFsCiWDFIN9DoNAxytpa0C0UjZZL4iSe9TUhmYUQFWAOiUYD4ErkLaM5brcCJ0D6sagqhnrVY++TwcZEcH2Fl1XasuYxZqRm3KrxsRn4vh7LVwI8O57h7rWCPEQWuvRM0SqiKNJzHe6x7nQPhTPBytSEYfjrx8dCXyuMYQdj5lNJIhMzon1IFpgfPOtC3lTQllhzqYFiiRwZkH5kHkKbtLhnt5K4HNl0r1KMTa9wm4TnkzrjwCsXY2ZaqUMdjDoAEVY13sgXmCxuQXNVuokBTu/CN2toWxXKvYQpTJQsEwQJfelcrLH14awZGFQJgeAgbYF9RtgswQ3Cxm11THqj/8CyNmolc3r0o+9eD6453R3dOFz3ozdz3odjn75I7LBKIoMEFuOfvBTexPDK0J8kpaCZ8kFDAX4hETbtdUncXLs38+zwNv6TT8wmUFhwzxtOc/37yLOI1YMf5Z4i272e6FRNuLjH5l4IrBPcJnvczmyVE7OeQtqDqmbyQrxM4U9FVmZZZODNr6ox8Pjhj6HeMYILXqCwDWiE2TCUPbW+dr2XBavw4pHcXj5ZzdAU6IM0r24L4snCJYzAAW0K/vvXE2MJcblpskYtM+xtGNiuwVD3KCIk/VuCxXrcWv/E+pmFC7zIj2MuqNssAlJsKHM3dCXaXuHtxz+LH7y4m8MleO3Xvvn+MKDn5Dvs6ECTOG+3/abt/bj+dJnVKj4ru/6rq2/Pfroo6Ns2uf0/Okdn12DCPgP79vg1iHj1nFavO2mhzEadU24fMlguXQSjKuBnYVB097Ewh7iEbqJj9GrsdJ72J2H5HGMpmLszKS82jh0VnYwRQwihvV4/7Oqh3UKnVNgttj0sugr7VBrRu9h3rQuE4qFg4CQMYSecbVZPIVjYRKjNYETrOgmBz2Y0o44gPRYsJIyRHhxLiTtS0hHRovbab6vhXZaVxantcTX3j7Kgq49GZNyV8zmBke3W3SthdLS2aFAgXzDzMrqWplLJg+X1zuQquCcjVC0zFKX1uKA3VuGVjKX7OMbKhL3Jq2FL3XeaqONbKABPTHEP4T8FhK3QmB2aFuHulbxt7ZNfeh7xmrZw1QKtneYzYzkKnEOs0ZLUF/GULQdPOMf4kMASyFuZvpwnVJETmAMgCEQtrWS7O1EsiYpbvDlZB3bBRwrzPQGFfpCE8VQWFUXsGgP5Ltn8td796Ne3oTu1wAITATVtyDXCZJTfjLGHBKUBpgoYecCspCGJpPh5+H3ugZbi9XufTCuhXYW9dMfAXxCPHTdiAt1z31yPIjn9BklVVd463f/PXz4L/913P7AB7H61Q+nBHkhSNtCgkEBgblkAJrAxuBpuh/PLB5FpXu86ei90HAl4+ShXAHEF4aIwEHQ8BQSnI6JkFxWOMHTEsogbv+9WMZeMQRvUxhbBbdUOfE7b9kXArneRWbb9U6Q9npOiBRAzDsxKT/x2OXmpDZxELSmzp8g6A1+Szk4kGIaBpr8s1B00Zmo+2TBhDBljo99Cc4PDnCZhYjhg5c9YzzKp2L9875NISg/r+c0xCTX+8zwExSFMy+wiuDAMUbEWZacLArigrQtdCycrycMETMSjGwoR0n93DFoJvU77aKQ6NiBKgX04prFHUPPyw7n/R/2U8af8NFFslq+avXhJFCEMorHHA7f93NYPPbigF685GIqzunFp7c/UePtT9T4//3gEj/7i12R16frLBY7Blor7O2l1Uxw+Nz6V/E29V4wgFfrq/ive78pJgkr1ArwvIthVKqHiW5+NtZTaQvy6E+VLneahbaoDMd7JRNzIrG2Emx2vRAqQoDWUHmFLYfCkLbdk20qvR32WD7kSddiGyZIZXxifDxJScmk6787Ox34F5Uvw58Y6AfBtX1ro1uUs4zZ3PhAawulTRKA8md8Mr+QKJCIYFEmgANSnxMwjfzeeiEoFyQAERSs79N6ZeGORU10fNxjvqigNeF45VAZwnxe+ol2vbQlooY5+Tzlg73tnAyHYUnky2KxMBFQeX/zYTmB3Vm5GZgUarUZaHsJThl0ZgbtujRaSqHdvQemXUKx98EzFcytZ6czbIfvWqdBHkJbjTpL2zse2rbYA7RBrw16ALN2ldo4XJgA+PaN7eWd02eMqksX8Vl/5f+N9tp1/OQ7vzxejxrQPPdE5kajYfFdr/szsD5Xyf2feBaP2KfGFeQWQMeAIWHzBy45pNyEdrsUPIr3bfjuTTCOZXzF+PcXklyOvBes1I5LiwZwuiBzEmXPnjWPSKAoY02Vx6cLTkVZQ+04Si37NE3/OGmhdxN3M7YiI43GYvDwqf2aOv8QLB5uHJgNJPQleCHgBUBYVYrAxHAbxHwXebNc661LFiXU8VBROKBh/4cxJFDAtfp+KDg4KNzbPXui/EPGYPnRj95Bz+6MzoWKX8d03yU1eheJgMUiucEEYijsq0NAG9w09+PJvc/FDBYuqpqASvW4PF+iNhadNbjdzjA3LToOsLXlMs8TlYZamIG11ahMP7ieXJlWncK6E1VcEEh6b/0XH9ntfQ6KW0VAv0XztG0Pc14jFRhYa1O+i1B/7mUSPJJyPV64DgAXdhXWm+T+1FtxvWpqcTNyjrF/ocGm0d5iRDi4uRrwkTQpbEx3vuwje4kkmICHjIJW6T6lKGbfDmOYNGU0Olyi+9OWprngSuAPRJBYQOpaR80kMIbfHXaFmb3iPmRsp2hV6nyejMV8mxYr9d9fidaPwORYHriGBMtb7BqhhsRPFO+M77xkrx5XHC0SRHKqKg22fbrX2hRkPbQ25B2wHn3A5JHm/npuRqvqzOTHUMe3sPj4B7B68DXgeg5XLUCHN8CdZC8kpQrEG7pwaXIMz+mlQebiPvTuDuzxcnJTy5kMB8KRuQCrKhjX4qtu/As8aJ8u3DTkA4CwN4Sl0yf3SQCn7D3T2u2iXUGT7BsYtN6qosQop23mjohZylcqKwui6Y+uSvnmnLaB+D1YSdndub/+kCg7G+J+ecYyT4opAc7AeL9ItG3+mUXrHqxTZAR1Un7Lt6K05sJnu3TQCxX75JwDd2KR0DPl119WWWBBRgrEibU3uI8hljzSfo57aeukK9QZidS4WlVTtDLkyFblTYBq1EjAjmuVvWtwRcVYsgO+7Pq/hXI93rP/xbhW3QewPzuz9yqu/77H/JWP3X0HT6Hz6Ltfx/Tlb2vw2AOlFvjyPTMYowWRIdswHle/isfNJ8BK4ZK7hjmtMatcdCHR5PDIhQPs1i0abbFTbXDf4jZmpsdMTasBjHIjhitYJlattIsIWHepjatO4XhjYJ2CdfLbqiM4Jp+lW5jhYbA4++7UxrsqqcSH5RS08eNkdOmzdWkzDNmkAcQkm0Hjn5cQD3QXYjAIRhN2FwqVDlC7CkYLKlNl5J82hKo2mM0N6trgwv6saJfyGPKnKqdV7ocZeNl0ULWtLfqcoH6pcD9SmaDhsj5OCXIBEnd48PS9jfMhP3m3CqBkJPw4dn0pWVibXAHE1Q2FcOacxKxY76a2aYdrIWmRRoYBiAtUeKKzQYCVJ7QXKPIHG2yg7QaliM6o7FoO0L5Es9PdKgoVZDuQs3Cz3VSmc4LcFF3bOAXulAOZFl+eDM1a78Lk5F/XJRhaZmC1BNke9cGzuPCRnwVsj7bZAa/XEcGArRWXDz9edM+dZW09p08vKWPwxF/7S5MBmEOtZU8G/9eDXw8AsGTwgZ3Pjb/nAoXKmbfAAE+45nAAh5gwsk1pxeNzwU0k17gH6M0spi0I/3dO0tYh7Gnhr1++sqPvIvQ8f4FC6pa/YT+d2q8pjHtujDzNqvECyxNTcykNmb5/a24GQ37NANx6Ya4bgEAwUhZrAG7lAAu4dbLM2zULbLID7GoMIqGMVyQN4W2nXNJydscLOyCANIEMQTUEVSm5XlQi9w3AldJvoUh/HufP65mCqklcnhSgmol3QgF6R+qVmJrstyxmBQ6wG84yhUs/9+0Bfse1f44vvvXv8VT9MNauHr1XnBYg9t/2uRMdeWHo3FLx65jqivAnf+8OPvTxHr/0SYdfekrHXAnWSYDs25ufw6P6aTykn81iG4AH1x/G4YV7Ma8kqd6l2dLHTsg9RIAhiY+otIOiDXrnOVXHcFDYsAGRA3l2jCBu5K1lrHuNzknw7HFrsOoYRrmMwQMQA67kmlgSPKM5AXEaLAqBlCLUddKGK+9DLIHHFF3Xp+BKgztQ+ByY6ineL3wPSuWwowTtTFWpiDWvtYdMJbEMBAY8PNPMKly+orBe9RIgqEWT2HdOhtbnbQjESIdEOOSjsJBZJoxRsZ0nJ45K15Kbf2J+GfBJFFMbQjl957Bed94/mMqM4J76npOwxymOo/X9C4LIehPiP4LGFDhaMowWrapow+S39QboegZ5ywczoDXjwm5QcSVisEfoAphEONXKJeVlcbuovdY8x569Bdg1nJLGaysB17pfw7RH4H4NkAI5K25PviHkepAT5t/VC1C/geqWmKQAWRYGvzQNIZpmpsw7XSf/XFyEouDrNmgOnkb17MfL+5nBfS/9dg79r7wP+LKvmW7XOb0k6MpXfCne8W//BQ7e+z58+C/9r+huiMtaUM7eqK7gR658NT62eBy3K7E8MSl8bP4aPFfdjwe6Z2JZJyko2AZXp2SedBPCRixLUWKChkz81kq8u4hJTONdKeN9513Pp1pNJptxh25KpzaHqPgLlY0LDX6fgPrN7x2W+YK20yNZuCzgf0jDoOvi+eh+l+5xrVgvwOyZbg8owH5NZbkZuBOoWtJxM/c/AP2xK+KEVE1RgAkKp21WICICGy7GsBjzMC2VAmuxtAQXI7BY0FAJk04EsPJLzEJyw0CEbD1TEapWZfD04cxXtVecEYOYopfAlAvvFNnO+Tkqr3/RrR/DbbWPZsKfKwScwzk892/ejcf+8DeeXMld0rlQ8eucjCa86dUVOmZ85Kqs0MCXMAMPq6fxsHm2eIbBaNH42CdCY3rUeluEk/iSKBLLBEP5F9H5F1N2/bhfcrJP9i4kZ5OcFL0dc/fB3WWo1B3CsG47lIR5z1q7JQ76rMSecVWn7AqFl8yAQjbq/L7yd4W6Meh7JxuUlizife/QzES6aVvBujZGoetEMGka5QUbgQ9WXiOitcDYRg3VHZ5RsQ9+N7dbghatdTGOAmAYpZObVHq8QItCNq/5WNlCEIwtQW99hvZBHySru8cHI4rC5dT4BghhJhGYwlz6Y6y4l9hBs1gVFByUC+hN0mhlNyBmqL5FcHMCkVgoYrOdCBZE8vsUDRfKtoyMwbowHALmaTQpANr244Uf3BH8QiS37f0+p5cSzV/xCOaveAQf+at/XS4ExonFQvH+/c8bPTNzK6ht3OE2GloPTtsn6Qz3bKlI9qU7Z5xHjOWd7uXRvfPFYdyB0jI0+dswoWB+712Paaa1HpY9atu4gvisG5c1fj5/MBUXA6b98+yVaoXLtRUtvKrHZnDOlFau5ej6LLCz47aWcQgTloKi4dK0URxQJoQES0ScCpPqE0EoCRmj4rP6A0zuacHokzQx7IZ76C2+W8GNURkN107kP3qB6FyoOCcAwKvul0zXpqIoTXO7xn36OgJcJxHQUo337X05bldXAMe4NFtiUeULNLAzsiFXygFs0UPDskY4JBwTNDk4VgWD7cCojLg2We8mVGlg3TG6XkGrMp9AcJFxXhjhidwCOdO6TZGbM625tSVqPbLrAEpEhugry9i0wLoF9nfTZpZvbEQCRxue6S3h4DA1qGkIi7nCcuWwXDFmM42u6zOhST6ExHdEhP39GrOZBpEkJ5TfE/RqYORDW27d2GC+qGAqFeEQg6tSSILX94MYgXK0ENbDcAPvex5YMKROcUnqBYkqCh22CKYnAupGo/MB5lWl0HUEUw20e4g8e9HPsFMHZKchvG3Ixq0VY71xWK40FvO8XMJ6IwLs/g5j1gCtNbix1NiftahMKQBVvMbD/AlUObOeOUyb9hhVuwK6jSA8+a66egHVijWCdSW/sROEKOcFj3yRTi5oDv/FPgYXsjA++bzAucSDxHGBLMSmAV++D7j6VPlcb6NQYV79RpzTy4euvOvL8Mz3/l8pWZhjfGjvzfJjtojfcvxf8N9e/ycwsILqhPQ+nObHH+7JqfDd9m5DMY9BTspbMCaygZu5Ktb0iCjbV7cw1SdZTsZ9KBThMXgXEAsHKQL0MDHo2QKjw3ic9X4AICMToTRNzsXws+sddKWLuXCdS2hdWxL25X2ZDNwGJi0RRATXuoTqFMoawB/yBNrT6B4/h8EiFCBpcysIW475KLaNo2sZqqFizwcA+K2ZzenjT1qghUO7hrEPZpaSKBbxOTbBAJMj6Jk/81pR+G1FlApj4N2pVT1u/9TnKJQMZD4G8P7dz8WHd96AlmpU3JZreeOFuMriyld86cmNeh50HlNxTgCATUeoalW8eLppsEGDJe3ihr4PPQw+tPMO3Db3AAB2qg3mJggUBAcqLA3i2uQZMGWh4tvloj87Ubnzh/wBOZoTETCrBEbUuRS3wJziGIBknSgsxVz+zfMQSKunKQgUwzLieQx5Wa0Va4HzAsVyJQfp4TJYTDgKPswiUOR7m1Ycr9UVMJ9JjozVOgghhJ0dHa0ppATrOhyEu7sGs5n2MSLZ3GkabUjh76V7ZtHNLYyFMSomP5Q4ipKJz7NvB0EhQMSGf9bmAkNiKKxlLJeyTnIrhrXlpi2MfzpxOp8AcL2ycSzD2JcHfGpH+B7qEYEGEaYXkIB4ADheMjYtR6Hn6NhhvQHmDdDE3CvSxNubKq43ReLk+hA/CYOBQOFPSN0uYTZHgO2hvUARSLXLeCYo22Unqk9MN7X4ijpSy+KhwQzebIC+A2/WcOsV2MnaRN+BV8cy1N4Hj5nBdY3uoVcDpgY/9jrwvQ+BgxDY9UWchr19C+f08qHu2lWQzjUfhCvuOmq3was2H8FFexP3ts/g917/bmi/Lw8tAmdigoni8h1qW0Os1yRz7xVGqso2awJ0U2LwT1d58u/AljqHt3CymsbP8W8KqBWNebbX5ZCuJxGdsa05+X1WDdG1TpiXwAjn8zec+6LP2yAJkY0JY5R9OvzmOpfiKPJbhlb+KYt1ZkUeChShjKHLlWu5iAnYOuy2LDduzWdRnVMaRyBbm/433agooA+tRkVywnzYax/vaFKfhxQFWif9DHE8of1sWfrBWf/7TODyc9JD4WcuvBP/5srvxu3qEv7ho38E16t745EUBAoA4M5h8/Rzw6a8YHRuqTgnAMCzB+V30XoS3j3/mpjoDQCaLDh76PLEXmxosIaki882MwCN6QD0njlTuNXvDOrMtURjeVcroHeiYbWZMJE/HzacZAlIv4V+VaYUEJhRJLvL788/W5vqTNZDwmozTohkLXD7WNo8n6XChgHNRMDOgjCbBZceKuIRAHF32t1V6Hrn262xsyOB5nd8aCFoukL/pw8rrVWBYjp8ngH0OaPeD3NuCHO6XveFoHBq2yYOPOdEsJjPdbRalO0JfHj+GxVWk6JlRCASjdjRMXCU5WpRShLgDZ6AY0JNPRa1+KoSO9Ru7LeqbId6dSACAiDJ5FDwTePGe86LonYwEyyGsROUl8TgEIgdBACL6ObEXdY+ZvDh7fS1nqF/7VuzhmvwY68Hz3ZAv/Lzo36d56l4edHhz72/WDcE4C3L9+JzPvHegtl9XkTezTOPmciIOQi9JxShCLqWtgwZ6W33n/QdANyUZn6KPMM1fp5H14NgQZ4pDtribVCuZ+lLQSRuKfHrWa0aJ9yXnw0xx+wWgYItZ+chjwWEIGhsTpjMifpHOSeIwNozzy2mhb+pM6djyblSbwkih5wdxOMft1m7ijmicC6W56GZn+x6F1zE5AwaK/Hi+gjuUR0Pns+662R8i1wUYR4G1g7XMSibox+4/2vwXy6+E877XH1i8Tj+xuP/L/zJD/05XNzcKOs0Bgf/9edw5Su+ZGu/ng+dCxXnBABY1NPXX1N9HJViLHmGy/oADI3buICL6hC17dGqXbR6nj0xvemIZlbeAgfAkINRPXqbKo4WS1e+xMyMw2Pg4JhBIOwuRLMeH4qm4HG9IZZp6rfAswVYWHsXbuO5CT4EKDNEs6+1uNzMZzq7H8DEQZS3bxsk7qyRH1brIFxMlxXIhLwSVtqk/OFvXRKsAlSttdsY8PHYhY1U++fysdjmqxuYfm0kyV3R8SkJLvTBkEdMpWhJ2UZDt4Bt9wQErvXGoq4oZjgFkqVs4kk4KLTWQJMFWMOJR+w4diE/KbY5yzqHyHGFhce+YWdRs9reMzcqabAcY9JfYapDAV1qMPbkBRF2TtyfIFpPtXPh9Dad00uG6nuvoLt1K849A7hh7sFPXPxyvGr9EVyr78dtfQEPbZ5Epyo8Vz2Ae/rr+KLD/4D6jKD9ynjsTK+tdSO8/W1mCqEoiJwg5JAS1BxnHZT2blFui7Y9KI70tJBzZgrMde5CFZhy2s7UFkXwGdydThie0fPZGIU4utDG5OKGAv53otST23LKLZn+I+n8tghmJ1dJAHExXyAAjrciSeXl+WkYX+eJ69gyFwzvtnS6AHfSXOZba75ecr7g1Oefx1INtGsPR8UQOyzssf+SxoatRX3lnudf6RY6FyrOCQDw6geABz8OPH0LUMRwTHjV7Gm8rv5YRHVyLEwUCLBUAUyg7jqe40ew0rueSRetiGWCVpn2AwQFQfAx3uVp1yyxtjXCW0UkMQYBGja8htduAtejJYWxXAH33ePSBh93O+HPgqtQ1GD7woICq3A/8vdWplQK5xtUfi20Id9MQs6F1TrX3LOPuZUkbjtzYf7aTlC3cqbXhphbLyTUVZmtO7Szqb2lpdI4OLCFdp4dFybv3M3KaEqClSZUsc2IuScUDbKNI+X9GCrL/XBKAjpNaNuQIK+8KcR9RAhFAFSJcNBuJHsgE4ozsK6TANY0OubHSFC20xs0cy6Mcbw2pK5Lc9d1Mk87i1RmXcs4zBu/BiALYbfuACK0roKCRqV6LGkHu3yUDQpB2dbnpvCJHrUB9QrMLiW3C8D8Lmhyoy0byAOig+QYUxFLHZK/wvkD1nl3JofCXDboPHvkqKhNsz3okx8Gv+K1yTKyXoE/9TGAGS5bDGwtqld+1ngwz+klS6/+f/wZ/Px//8cR3Hl6Vvjee78OTzavwH/e+yIQOxAYP7PzBQAA5fMg//z8Tfgjz/5NmFMcwUmT5DLJDGfsShhPIoCJPO7/lPo5L3BLPV7oL1xTvAATBQc1dPVUIGOn6ywKH7QBSdDhIepR5t9PsxS3N9yTIlMf8ipt6xohnl+JGc3vLgWKXKuuSMXnlQnKHMj7rSQ5od0WR7FNkCEShYqTm0ZJ/8LzcXvOpJAcFjhczZjqiarATFBV3k1BcHKd254jgiDzoH3eqtClUIYDXCZwFe2emgSGCDGKk6ve+BYg1xNlirwgrif3P4pzWcR1DNvB5cXCy+EMAuvUfV9w48fx3gtvx0F1CQQHRwa/6bl/hRm3YqXy6wUM6Nrgvq/6ijNWdOd0LlScEwBx0/mdbwc+9CRwcNhhcftX8MpZgpEFRNgA/N7CFqwMGMB+fw23cAm907CsgMqBYaCdA/nDyrJCrYCK0mHVc4WZ7tCzBlhcTxrNOGpNrGe15kygEHIM3LzNmHm3osqbC61X9C5C/MHgxQvCBVgUyKVXCaGpWTJl+3OBVEANkjoD4x/PDSAGI7bdeAd1FiDFOF469D1j1ijUlbhOBUa7t+KGUxl4IUwQJ+65CKw2PscCUbQ6yFwxdneUCC0sba4rilCoYf8YBjaHvSscgmKZSAdiZTjmnlD+edm0pY+5cJFrzbSmImYh1THdDtIEbVw2D3K4Blx8YxSMIZjMHSAFf0/vuqV1h3y/QltCGWO8eWaZg8Xcz4FWaOoUs6IV48KsRWMSY++gwWyxwBj61ZkGJs9LQQTXLEC2A9oVyEemk/8tMPqF315uMgoQsIGRCAFFeU8J41ToWQdDvglYC5ehRtHHPwzcPgDvXwJ1HfiZT4C6DnYoXQJoP/hfsHjX75uu45xecnTpC96Bt/7Tf4xrP/TD+In33MD3X3sdnjP3x9+ZyqwqznOLn2pegQ/O34g3r38u/kbK7wNRSxzgoNPzgmAj6vzo9pQppJ0RJn0SopUhbiJGzoHwPBSBoEbvPLNAfroAq+nl9MJ902g4cj5I2TPJA62wuAUNmF/lA5tP8KByawYZQflhRgzSDX0Jh0PQhE+pz4dWiDDOUROfWQKESR5YSDjdE/aPwn1piigw4mOGP4oyiuC2uasSvG02EymYAM3AHSaLI39IDfl9gYpNcxWVe+EcYUhdimXfm7BATFl5TiJ22IrUFOFwA1StrwNBYZqNY2HJQRIyCoFzNDUEUplgcYocnCorvy7cEn/0Y38V/+XiO7HUO3jl8sN47dEHZdxUORbsLJ771/8Oj37jHzhjZXdG50LFOUXSGnjjY0B/tMTRrzx74r3sdRkEQMFik7kxbWyDWjuP9qTjE8O3OyA/VVRuYrmVYLWZVq20HWCMMLSBoU+M7uQ+nlCaJksUpnb4QvQ9Z4HgedsRNRLObc/8HEgSsDHqimJmbqEhOpTkSYB385LcGplWyFMVYwvEzSogYlXmlB00lBQ37HzMSnhdIMC7BqQnLp4PFAK2c5rU1GSkvJZzimGoGz2tWNoyr3mdw/qnLE7j54C6pgF0rFCtHWo9ntygzwsHI4BkiQiFZhWwakCb5fT5xnnjsufzzIreMpEVisDATY5zEFQy64Tr+tgs59Gg6OZV0M2rvg7vVjJRHq9XUy0/p5cw7b7+ddh9/evwv9/4AJ67deP0BwCAGSuzE98lB3mXpt6NKath0JSHssL6VErJmbHFLSnuBZ5xzWoZ1JqWdm69mNKskxdKfFOkLQMDTIyN8H0hAO4MDDL38IhEOJkRHHHN41tiv2P/s71sYjsZVcE8shKfRKIsmmJwT3suKdyG16bqCNarE8ucek5DrB90gjzg4FmL8frISQTUM5yJW4opXWqz61tchV1mqRiVNfFbFFS21HknNHcr/IYbP1I0iBWP4jFIKXS3Du64/LPSuVBxTiNSsx0J3HR29J4xCAez+7Cq9gEAjT2CjbCAjBotHlMfx9P8KDhqV+R3FYUH2Ykr1aOzaQkyA+tO4daRhiLGYsbRrWXItFvLuH3EmDUErQP6BaOpphnVnAK/NqQSxZPRtllcm2cYBc0o3ROeEXSkoG0nH1/h8ND9BsxiBagrwvGKsTd3qKtQJ2Nei1tYb4HaiFCx6QlgwpU9oLPAplMe+Qm4fUxYeWW4aNdDeyiLC0m7JGcMq3OMrg9jwiCWNg/HOARjB2vG2AUsjiYYDtoouNYVzxMR6tpgvR6f0pfvmUUNW0y4aB3mHhq3t8B6XU7Stn02h/SdiqlIQtv085XxCDYeNnLdEawDFjNGaxNTkq9lIsKT9Ercz09Be3UWwULZHhxZmdgAwFlQ34G1ic+PMmeTV7kye9+sruygLysINM75IO18cnIJyl9nZrj1Bqunn5M13FvRxiqF5tIFmHkT2xQtGfn4ATAPvWp68M7pJU9vfeNF/NTPnEGo8KrXxzYfi5f+6aWvxT32Br7y+N9NM4AnEJHEQog8fDJzyQ7oNz10rUfKgXEz+cTv8VqG0sSMSX/9PCjZsc+dhHGCNARjod8ropVAEZRJ7lfBihP3oqAlPon39czmyI0KScu8TfvurDs9DgF+HAMsq0NSIHize1QCsSQbdAOo3/A8g0dWHFIEvavAPhlr0NA7yzAhjm/lBE3rDKQqAkxCQ9pG7LgQLPO25gIkWwZV0/fKA6FA6V9xhjgIY45yLbpOECzD3AOAbV2CSCYGVVK4syHpn6ybUR2DPrL146ySR8PWNm+h+E5MCUq9xcUvGOereaHoHFL2nMakNG7vPCC4+ZA1b7198HZzRQQK79uy0buSswJAhRYPqyfBDBys6/iuMBM0emgSt5LOa95negOV2U03PeHJm8LgOAaOVgSQwt4OZbySwLcyQvBupq3iFIeQ8VTxe/hbeJdsZZaBqpJuqiyozA5c3gOJlj+Z6omAWSN5OeazZEG4uCsxE374JIO2d/+pDMdyxfIg340CdhrxwyeSHBhGS+ZprYOFIyAa5f1PDQz9TAIFIKwpJdeuAdlsLLeNUSinrhV0ZiUJ1g2lCE1Tmj92doxHl8qT7om7k/OaHKOBWZPGcrFQ8XpOSiVBLt/0mQfwtW6a+ZjNpO1hPqQIQmeB5YbQO4WDdVU8U5Fo/C/jml8b5LVCxnMeVFrDnIU6PhBLhu3TPp8LFKHR/p4oUACF3xkDgO2lL103XIRZUekFcG2H9bPX5N3ZdBG3nq3F5votuF7KWz57A92hBPbZLDlSv9zgcAgPd04vG5rNznjME6DAqLiDA+FH9r4C71u8DWvUBWoQZ+rq8E4ppUA6fWdm2M4WmuqtWmvP7Opqmw/KBA323hFldRFRdK0MbYsWvhyaM9vbk4uX/6cpxm6E/BFBoBi2YwpFqCiLBvvVNsbRl+UG0KwMRCvAlEBBVLYL/v64T/ocIeHf+D5VZIEO12N/Bwnhwr3KZKYFQmoDAXqhoosRVSQMNyEmjYvFBTdfAlRzCudsS9hbZmHEpyxS3PnxmrDsRlezrUJfVg4zXC/uStxxjNthy2XOFQa49XVm+S5GFg6euJbVG+NlclIYzxsw7ltgrYavlSboxRwvFp1bKs5pRJtNi5Zq3Nh9BYgtWpoBICju4ciUHCgRdswa9+Aqat5AEXDb7mDjGmyWdQz6ZoilQnJJSOI7YWhFw3FrpbDcKKQdS+pYrpwEXyugbVkiNHz9EmRcbuC9FXjYyYNmIFjkbujBfShanT1THKBHicews0N+Lm8LEUX39/T+ixWibBrHxH3wvr8RFCUTUAAg5NFhBi7uAcs1gnd+vF8pwLpUhrOcCVrTGr0yQH3sypUrv6eeJ3/TfG5grUO7CTEJYZ4U5nNpW51pIonGDIHzZm0JSCdUdbqvrsRKVHlhy3H5fOhf1+cbcalxH9J6zdDK4eL+0Hc7QfuuOoNVp/HA3hKNlgB5sMMMm7IwZjhdAziWYG1mYLOEWh2mVc2chInhgAatVT/hf8EM7vsYyM3bngfg2laCtwG0h0fobx0Wv8ce+v4efuxp9JsWbB2ICN26g+ssyAvJrrcgc7I75Dm9dOk9//Xm0Pi0hQgOCn/7vj8BSxqtmgEA3rD5RVlvGXPrrCvRScMW5v8MGeHhPZEC+g5tZ5SCUMDMMXYit3wQUYJj3lK3xHyQaK2DVv6MyLPbKD8rtpJs6yeU4duiabqcsI/3Xk1xljoRBIvM4jGy/iQGND+zAimtQIphPaJXfo8eAI2E+ZsqK2jlmRlmR7jbYMmJeUAMx8D4UVumEuiFoWEAHcMWFhCGmk2PJXcZUhaxCDdquv3hc1xn3tpW5O5ggYB1m+2moikI3miJOAOxBVTOpevp9yS2l3kMW6s8tK8nZTRu/MRPYf+tbzlTG+6UzoWKcxpRMLm1XKNzGpUW9xxH1fhmbzI3PgDbkobRDgu9wtLOI5ITWJizWou23XrxWfZ2ES6mdt+wdylFWK9bVI1B31u0G4fNmrC3Z1BNaLiYGcfHFm3ncPlSiZfb9+xhWQlVJTxcVUmw87ANm1YYLQLD9t7H+MwjmawnJyijvL1AolQUAZjA2hYmnSUhKTOqIrld0pDdWeuGdSRLCSBWAELidbcxJuJpEALXyGdERURsEiFFhIRkwTgLk5PWotFilRHEJn/wnNKXICzlmb2jVTgKPBKfkidO9CWMKtAk7wHBQZEFj2/xz1EcsOCnzcpnkz8Vt3jLoExXNnoy3CJMoIMiBdJqOquuJ9cLEoGzDq53sF0vhVmX4kWa5pR2n9NLlXJI61OJCCtd5g/6+dmb8ED3NC64w+3PnfIub3vXIxPHIqgEjX52h99DPONJQeGT9jxxscqFhenKotafPKPKnullOtNeBPbMvd8X43se4hMmlCRnobM8E9xktqEUbS13Sk45Gz8rZQRM9qmy45eJa6e0RWnZF23nYx4CZO8WKmCEfVZu9q65YrZB0uDHeIuTOhYsFGcfz0A3q8v45Z0n8JqDD+JSe/15nLh3QYwU8O1BANKeP7i30P2Wyjc9P7dUnNOnkeq6xpou4FY3A8BYYI252WQMWXYzESq3QQ8NUhqsDBQzXrnzDK5u9nF1c0k2YybcXio0FbC/sEVZbacE3QjCnAbq++TC0nUOzz17jNm8klwQ/rabNwiPPLqIGvC6kpfmmWdb3DoQja8iwv6+LPXNhnHths2bH5ncK5cN8p1t0zLWG8Zwt1MThwdzGJfE2tWVVND1FBOq9XacXM0oFy0lCuLeJUJX0MiL2KGVwPGKpYWxO3O4vUr3iU982kuCS1QSBiKLWLpGZdqsMLaSedwz4pnQ4pFJi+fLZH1SX1Ul7aIxAnEYoGFD5u88DjmORXYYBLP0rAkwvEBTEzYtY7XK+5X6a33q8hw6NrQrJ00SnL1/QSq0Lq9b5nBWp5wRe3UHoxiaelRK1u/S7WKHj5K1BkDVraThWoFtD2caqKoBlBbrgdsgJMZLTcva5mMdUoA2pxdudGjIAJRz6cBEYI/gpIxGfWkf/e0j9JsWw+BJdg627eB6i/aoRH1ixZGB2337b8A5vTzpt3zZffihH7/7DLrv2f1CfGDxFvyR5/4mrthrYnWbVC6k/SVYJfJ9R5ihCdQof8F1TvzITXKJBDFszyleiwBd6/is6xNSk8vBDCizAniyGzdAXWYgy9Sc8rVK44fPFxmaSWIFtMoEEgZAXGZYPs1UMTF+Zb0p1iGModK05V7EZ0YTFPrFYd8kUTackpj0NAtX0PRPW8GnnwluUaQEVrZf2UkXoODexdaNtO+DO325SsbeiSViJOTlQk3I3E75D34vPaHTTy5eib//yB9DRxUe3fso/rtf/ZtQcEmXlD8X1v9AIbRtzrbJZHkuksJqwxB43bzcwNqcZNFQCvd99W+eruwFoPOYinMa0aZj3FrP/DfC0s5w1M2xsRVWtsGtzQ6gGmhTobMKlg16qsSnHIhM0L3NAS6rG1i1hBtHGgwlgdjHCpuesNwQnr6hcHtFaDthuLte4FlvHzrcPLDoLePWzQ0+/rHbcA7YbMrMzc4xnn1mheVxjxs3Vjg66nD9RhcFCgB46pkNnrvaYrl0uHGrFChSOcD1mz3Wa0bfA8dLh9tH453uJIuDtEsY5/mMsLMQy0diVmkyS7XlhPfuICZZTSkbbWBZi/2RJBfFhbmNAlkULpA0eQmuVsqyVgQ050QYWK9tZO67TsZWFS5alNXpkaYyC8QQSlb6n/qTu0BJ3ETyJ65rsRQpJRaDuiaYSsZPLEci3NQVFWU1tQiPdYX0vJLvdU0RFvgkYmbs7elYbrAohTk0ysEoEfguzTe4vFiDiFEpG8d/qfZwSBfgSEHZDs36FhTbNHhag9jBJyyRhtYzQFfpyM9PU2eDZF1OdO6mECQt58DOwXWd9+Wz4M1GJPEJSFizu+N9pY3kM2EGW4d+1QIMdMddcb/4JTNcZ9Eet7j5kz918oCe00uW/uN/vrE1oWagt75xfytTAyIs1Q6+5/LX4Rnz4CTSUGB8gxAR9i5AXJZc560DKIX9kXbbQfzTnYdCdigAIMCAbW3KI5HFRBR8NIuAHawLk4zrUF9kfXneNYpDZm1GEiiCdhvpVSzHYXCBKGbhPo1C+prhWI76FbJfM+B6Fz/LmCEcGoWA5ZuSN0vceo3a2rZhnNr4hvLeYTkp+zgkVkLl8LipbN1MmxXETeo0gcLfq6kU5vxcDt20yABqrrx7lzQuKBYjhfGbEHT+5f2/Dz1VACl8cudx/P1X/w/4+OJxIFjB4lz4ebIObuNjLxzA1q/n8LnjaHHZemZtmwJGyhHCiHVscyWMj/U9bvzHF28/P7dUnNOINhOM4to26N1c8lAAWJDCXrVBt2nRocEMS2hejg6mh81T+ND6gbL8XmPTA4fHXCR4C7Rcusis9r3Ds8+mfABTe9xm4/DscwJ5eXAgQbR5ADcAXL/R4fDIoWmG6CLpHmuBg0OLplGj+IliNCYakWd7ns/IB2MPNyyeFErSZpI0TEQMLYq6E+Fqmwow2uH2SonLkQa6sNlk7TVGhIauC30VdCr57GIg42iDnei7UhKzYaf8phGe36IlGRQuOSnKZ+s63TO06sR+NwptJ+5guXXDMSaZninSg8nwHkOY1QCgsO4Y9+912Klb7/Y01P4R1moH2lrstNdFY5V3hAGwK3WVREBVA32bCRScfgsNGdQDALAejY0UXL8RIQIZzxHc1wYuVkQkphn/WVcGXduJprU26Df9SHNGJMg93VIEFHvt6ngAz+llQc88tz4V8vq//Z2P4L0/f7D9BiJ8qnkFfrl5Pe5tn51MjheWUFpKnJgdf10YTf9GbNPMWo4WOmvtWOPsmekTN6pwn2PYzTan/Ilrp8VZUHiQvOJ/OltzpvwGkNw4J2NN8kdzqwfGW0H4ja3P08AAbO6hL5+HCeC2CQdKEZiUuHVNWhtOOAenrg32VH0KxDkRxeRzfMrYnFzQxFwEX+VwSQOqKWPn8tblLnXbXLFumcsRwAYAPrnzGvzAQ78Xf/QX/5J/tiwvIF5xH2ZGKO8rWwbVMg7DUY2B69tocNaHTp0ES0vGYP2pp7eX+TzpXKg4pxHNG8rYW6HoPuppb06YG42DI4uKep8te/AmsjBumlt8/CmHwyMLpQm7OxpdJ1EEEitho4Z8terQd3L96GCJ9aoFMzBbNNBGF2ZfQF6edt3h+GCJel5FDZWpBWHIWYY2Cjt7M7QAqkp5TXt4vjybFJ1sjQh1lsHG6TetJYeGc8CskU0i9+MPiJ35M71TuL1WqLVFY0LSNl++r8+5xNIO5CU4ljYzJfTRPI6DWSxAxlDwzJF8GU4gZptGHlquHJYr+GRA2weBiHBhh3DL2iKmuKoIs5lC3ztsJgLUQltCGcOxDOOZ39f1YpkYl1P+k2dFQ1pX5N3WTqa+54ieFepWJPNXG4dLOxarXlzimsqCQKhVV7QTRDDcwikNZvKxE4ByFoAFqjl0lwV0M0ugtjbezYlTgIntRX2lVIEiEA92dt5lQ6whVNeIC4rZ+5UD5By4SxPjuh52tRZ3B2+hKFygPONW78xQzSswA91qAwLQXJihW3Wgyw+dOp7n9NKkx1+5g/f81xtbBYvKEJ547R52FgrHy5O56mfqB2HISqI7b44I8QxEiWmO8Que4YmwmgDIEHQjFtUhxQBelIxxvh+Jhll88U/SyMp+6zA6zOINE9eCC1TQ9Htff9G2+72cfNuGwk7Wh6HGOO5z29pyJ5SfH6ENsgWIcshvJ2dh0uN+rFAgJsX5i0JOOiijhxDKObybeJIUfO/PryqNkW0dzI5G1/anjhk7lkzjOUV3NgBG5sK1LMw7e+tGwQv4Sk54Be5vP4VPzl4F56Gs3nzzP+Ndz/wrQbbKZIIw/lQD3CIGhQfLGSm/noJrU5jHs+Q+yfFsJrKZy3rdPhfc99h9w2tPqOD50bn70zmNqDYKr32oDMx0TDHo+tIO4bF7NXZnhEZ1CEnAAgVlDsGBFHDjmQNcv9mj7RjrtcO16x3WG2FI25aj682tmxts1g7WMtrWQlcV+s7B9g7Hhys4J58LP9ne4vDmMax16DY9+s7CWUa76rA63sj11uLgxhLWuqidBwIzWr6RTaMkCV6m/c6h2oaeKUMc6dC03gKrtZSfay9WrRrcT7As47vuNdpeSXxF1q4kUEhdNkNrCnUpEmGBkNyBfA0I/CURwfgAb0FiEgGvMoTKEPb3NBZz2fxCXO6EVdu7GSlcvKCjEFNVUpZWQFOrcdyId3vKlehTMcumgKWUf90ANtDaNKaFCysTrGU0tRpBz+ZEfgO/fdhnAkkprLU9YblRIACVkaB+BqFzZcHWERQsrK7BWsziIAWnKzBV8jc1MFoooiuTSDXyz1RiapryVQlrsBdMYDmAFGCML0t8pEkpqKaJZbC1sMfLiOxEVDJi7fEGrneY7S9Q7zZQRk5HbTRIK2ij0ezOcOmtb9w+oOf0kqZv+H2P4Y1vuBC/VxlcqDGEb/3Tb8A9l2s88tDi1LKerh4GjMmYWYooYaDkL8+ZQMEc8hdAtOwdR1QcNxCeRWMe5ORSmxv3heDmgwklRdbWwBQPec3ESA82N4OCSacAHUuI5xvpBJ065Rsf9pa8MVshQ++SwpmTuxAREbRJTDJlczHMqFzS+J58HsL3spectPmcn1PlPl3M3xaLR2y/JoGQDcHWCtCNgqoUzEU90e4BOZSZwPO5BIB+IDQwxII2aJY7wUMBAH7309+N3f42AOCzDn4Ov+fJf4QL/S2/H+fzIoKn0kriN3Tql6pJMoeTxIFgsGbCezUptHqBIo5bDuMbiE+2MEEp7Lzh9Sf28/nQuaXinCbpvosGF3YUlmuHplKoDOFwJZCo+wvZzG4ficsREaD9CZIpcAEotFbjY9fHSAN976KLklJUMPvyPMFUGtpo2F7wzm88cxMB/7ye1zDGwPbCLKmh+h5I2iZ/QHWtRbUv3HKJdJRewOVK3J82m5SNOTKeSvJAOK8WMhOQts6lZHTWb145j+iYcLQWocXo0ioBEFa9POxAYn1ggItdg6LLZ/C71UoEi9AMjzoqmsMtB5p109m3L+wKElJlADtLAcyMZIEJrl7GKFy5TBnTn8ZiPteoLaPtEC1DzqX+RuGrR7RwMUv5VUUxcB0Q4cO54DomF7ueYV25nzJzRJ7aWWj0ltG2XMx1Xv/ero51jBWehKO1wr0XWgSeQhRIGq1TUN6YzUxYYQdzHiPjsFIwbWmloDAx4W8u1QRznRu7L3HowOB66BRlvxMR1HwG9D26g8NYfPiNtIae1bCbDtWiga6Nzz7sm2mHMJLA6ufeM+rfOb08aD7T+Ft/6XPwwV++jfXa4vWv3cOzVze4dn2Dx1+5i/uuNLh5q8Uvffjo1LLevHk/GFmG7cjM59bbcc4HZglgDtpz1zGYxfrnyArjP2B+p+ItIqpP2nJKv3lk1hLP5Lo2WQ7iM8GqzunB0mKatyVosjHqd/GMGreZrZMN2pUwuHdLpDA6c6RtpaY+xtQFDTng+0pw7GTc+xitVwh3ozopwPmWTDiTuGAFbzblE90N27XNohPmWxHB9W5s9fDntq416B4CtyxuRDnMrEeCgkvB19uEOLYY5cVwHfsOIPaNabvr0D3tNfyPv/oX8eT8lXjg+MnC0y3f22P78yBrZO/CtrWWHQcjaWEoUAShNmG1TJc5JAKu/uC/w84f++bt9zwPOhcqzmkrzSqFWZU2qnv2TlMXnJ1UZha2vRttRgDQtz26TYeg7V8fr+VZrdCuWnDt8bSDNukEMkZhPjeSbO4EzVGAIWV/WCV3JSo1N4zop172q+QVp0nawFsUMCFw2/HJ8RTSllhkpr07+Zn4rL85T5hndGq/MVRsEEQiWBA4ws0CYploB2hLIahb57lAtrgq5M9ZK8IWK+/y5flspYSxjoonO2DQUe6rYpUBrE4WkagM4tTW00z2nSXUGgPLB8HF49hCwZZxE3nfSIGpxNEvfgeQ7OJu630jmlhkI+x4rbcq+FRlwL0DKwddG9j1OLh73NBzermS1oQ3fdZ+/H5ht8JrX7Ubv5912U3RUCM9tZdP5YXgHpLFHmWW6lO10kAMzB0yuuVNoaLB3+Hnk+oJe+MZrA134/4zSXczF7lwNdqMcqQjQPm4SCIW68Jpmu0XiXKBdNItjODRnAT2V80k9oP7kK1aBAVWDGIkOOKBUBvJu1pNxegMbhvxE3mcRcMtHl/+8rR7Gfl/QYgNQs9EvyOFdT+1xvJxmRDO4vdTIHnHhb54dC5UnNNd0/7eAgeHYq2wMAA26YVkyb1QaYtHL67wyVtirSACdnaqyGBay1gtW1hXMnq3bxzixtM3Y119L7CXAKCNwWx3AWZG1VRQ3ld8UpNLwO5ejVe95lLKv9FarFbTp0TTEOYzheWyK6BStSZUlQRDhwOmQ4pHCM8G7X8QSEAYxFEEbbIvp2BW5Tcb3eTTqTjU8ANSbu8S3Gxwi8otI9vOOXFPYkFPivcwmkrKWLdhN5O/zIFRZ8ybVG7bAcu1xCbk8RWx/6EdCBnKBbb2pEzmbSuHTD7+8znQVCnXxHrNqAzBGNH6uODsTOJBJD7BITeGi4KFcy6268bNHrMZ4cKegXUMU2RnZ2gDHG5qHG0q3LOzxqyyknDPj2vFG9yDq1CKYXUDZddFP4gZrp7DVQ3M0Q1obr3Vyf+fCDB1GkzVgzcrkKkBuyraQmDAGEHE0QlsgAXOa3L9u64DVQZYD5L0AdBNBV0bSXLnywqChTIati0T8O287Z3jiTqnXzN06WKFz/+ci/gv7791oiLj/c2b8eVH/z5qW9klGNfgNjNkwJkZ3GKS6WELoGJxAwFODkwNrpYLA5PBynarvnCP8j9IeUoQf7gbFjZsCApukrz7TWiLsyyQt555nSxi4IqVt4Wnrt8BpfFGhJSNmmoOVl6eVNwoICYUDc85b+Z1vZucl6l+lVqbNA4RVhYjWWZ7nzMFD5ihK1UE1JMm6AxUpd9YOdcoWBe8QnLlAJcsSSd3BOKSRwDr7daICEmLzBqACcFSoQREqVIm8/CMAsGu3EjIUU0SpPO4GxeycmdWiTxGZ4pII0LphnImhao4Dox7f8u7Trjh+dF5TMU53TXtLho88sAlNLWB0ho9GxCCwz9D2w2UMljywvvyA/O5KRhdpQg7uzVc77BZtnCWsVm3hUABAMZUifnpe3SbFqYx8YU0lcZsp4mWC2005rsNTKXwyscvFnVWlUJdl8hMRMBsRthZaI+MVO5Q1rLkAHDSt/CMcxLjYUba7OAGRSOEq9CU7ZaIlIwt/x5dQv0h0mfB23mcBZEIDaF/ebsUSd6HADU73Ke6XoSSpmLvgsTQKn2eN0B+ulQGaGpBTJrPkqUmIDqRrzMIFECIr5jqd+rLMKn0aiVata4Hbh8JjGLbyfdt2jZJ98BRoBgKOoAIJysfoL708TzWSn6SwyN/mAC4vpzBOsLaGvROgRm4hOsx9sXqGp1ukquac9k4EfqdS3BE4KoBSMl9uhLBIjZYi5BhDFAnyY0C1wCAQgxFKDnEZAw6Jm4H3r2wzgUXBWokGSR710EAMPMGelYDiqAqAzOvfYwGwSwa0PG17RN2Ti97IiL8hW/5bPyWL7sf911pMGvGL+jOQuENi6sxgWMuUIQydDWGKOXuBGsChOEX96isLI2COyFNUJqgGyV1ZFTNTaw/WW7THnPmmIbM8qzrsg5SKUZhaz94wEQHpvoFsWAEhQpHQaCEnt1ejes5CV2MKByxHc9LuIcKxRSNhYU8BsPFy8U9p1GMu/DjpmsVNf1DmFnTaAm09gkQAb+uBoB7J1eY/T3NA8AHQMcxnmDSSVFUCsZYm9iWBJur5yq5XREgiLQUY3NyUgE+XZfxMvH7AJ44CiWD95AGvEhBzuH4l3/l5AF4HnRuqTin50UXdue4sDvH7RtXcfvaqviNlYG58krJpO0Df/VAE0VEMEbBWgfnGJtVi81yrFllZpBSES7TWQutkiZDKcGenu/OiufuvW93BC8LAE2jAUo5LyT3gby43ZaEQF3HMSu01AkE68EwtjbeQz4JXvoFDNHUN2a4Eea2zjEJ7+y1GvFOir/lpH0G6tU6AQwBAncbSI3OO4rJB+V5hlHOCzhiIdj0Y9D1phZhxIDQ1KksXjAOj6cFp5N7Ok0Hh6nXgbpO8orUNRVaOhn/E7C/MzpeWjQzDedIrCSeUnEyx6uuhlJAC2Bh1jC6cByH1Q1YGdTtESiPhCECSINNDXIWXM/EkjdMggekiapqCdxeLzGJu+xJfGr1SAoLgYPsnARc6xJ4YYRCSAQzb2DmDVw7VuvaZz+1tQ3n9GuDdhYG//OffAMA4Ct/73/EcJU8cN8c3/hqh6efNOCh1J+RMJzpPTorU1/GJ6S4jXQRMI2ZfEbXGq53PhmdDzSOAv4ZKvculkGQGVojiCS49iS0qZPo+btGcbSmMCDKLW+Jp/zvFnI9AwNF2VRQcm7NyBnToKM4k5fUKW0J3QEYOWAkKYJpNDDKqh6UJCi2/63r6ixtPMM9Z3J582tmW6wLEPZWXaJpZb8VnwknqvqJxmtzyvdW1uu01YKMwdGHfhn3fdVXnt7Bu6BzoeKcXhAyppq8vruoUGmgK1B/kguK7S1uXl+iXXfRRBxM4TkNkTaUUnDsoFiNfstpb9dMBEYJ77aYEdYefSoEDAd0JEEZcj64ODzLsFahrjW0Fm1111nPiCpUQ8gjZqzWwnAvZuUGwizMPmX7DHk3p549w4+S6Q/B2AykzNk+Sm64lW3TXuUm+vE9XHzOy8lKiK3N+6EIyQUJQQvl2+u1aewfYC4QU89MVYUo4CifybbvU5uLefYNb2of8O7LWK3G62SxkDUk6CVpwFL+jGSZCkSQoHsqxgwgN5F5z1robimJ8DIqRzJczAJjmIe/jii6oAxIfNvdpPDGJ5TL+aRlpPYvn9iOc/q1Rfff2+DjTy7jPq0V8PADM8wefHCUByVQgIO13dCJHGdj4gb79Gjf1lP7nBSsKolDC3VTHjSsRKvN+Qvn9RMxQRt7S4B331KDhJvsmWDuJfD2joQL5wOag5tLKLBw14IkpTyRRm8yktr+9CdHLZ7oQmTeR2WWgebkLQoBDvaOKRxuYb8hZIfECY/5YP9gAJq6nSqAx3rJcf0vIGWecy8eZUdbUdeWere5QbG1mD384AvevEDn7k/n9ILQfG8fzWK3uLZ3+V40swa/+4tN3DdEsyyuLM46kFLeRUVwsdkxTGUw3y0Ro5y1BfNkagNijqhPAUo2p3vvn2O+GMvN5GMQjCHsLlSEMe06QRUyBuh7G6FLnfPt9dC3x8cdrHVYry2Ojy26zuH27d7fn/71VpL7RfejAaPW98mVSZhzFS0OAuGbHrFOrvUWsJYiMx+ezSFkwzNBwZ0HYofkd8yM4DbPwcyLAOkqzHs4MChjqnVULfkxydy0lD8YAtMqrknBwpL6cZpAMbU5GyNxLcbIvIUs3E2T3ByGiC1BeGwasUIZLfEyw3Iv7CrsLoZaI+Cei8kyslNbBJSqSnXQirFxdXJN8pYHbTcl0+AsqtUtqE7iLXjQxjAXcr8D2k2adGe9aS8EVo4HhgUaK5aTXAoYbrWeFrbZM0aDGJLwWyorrY36tW8al3NOv2bpf/pjr4MxKjJvOzsGf+QPvhr3/+7fhd03fvbW50iXnB4zBPYSUdE+XpMEkNYFoz7SohMkjoKG72lg/kWwMDOxXufuSiJghAYgQooC8srJP4ZbC7oQHNCvy3cKEGEjyON3HNgcy0HSxIT2xLakdy+veyqmgYFCk54HyJeB877NeTlx8La0NW6oRQdi/SlDOMV8HeXjZ+Cu/cKigIMOktwnE1aKvAlEAdKXQM1E3ZUXMKd0nPm9LzTne5pQdwaB6VSK59z230Jdsh62lKM1Ln/JFz3Pxmync0vFOb0gRES48vBjWB3dhu06VLMZZl7I+JzHNe7dJ3z0GYcfe2+Hw1V8CMyMvf051kvhdq114I5hmgozAOujFbq2LQQKpYA3vLLCxQfvwdO3gM2qgzGEvQuNMLnM2N+vsdgpd5YA9aqyg4lZ8hqs1vLGi8DjTgxWBID1ui/wwrVWuHmrx2ymYHxQN7Mwv1PJ26QfQ3g5Fk18ppGwgASOxSDtcK/8zYPBZd8XZKk+KszJ568QAcc6gDtJSsiQuIS6AmpDUMTxvHP+WTNQJJEiaH9Q9TGlK3mlk/TFWm+FodL1KUddOomIJGt3uLeqaDIAMYxZXSs0fqol03fQ5qRntBeWFguFqpJgcaUIdS1JAKuKsL/n0HVhzhhGES7MNtipOkGFZAWlHCrloNFhDweAIzhSULaHcq13eU2cguo3wNDNicjDxnphBBBhom/TfcyISfHqRu7vumz+Gdy2SaDIIK647eA2mXAyHF+fdI+MASsH1/ceRcczJdFXPj2//rn3YP9r/rvtk3ZOv6bozU/s4x/97c/Df/rZG9Ca8CXvvIJ7Lolv45v+3t/FtR/6YRz87M/iuX/xL+MzwWUmaJOjvzwAVgC5gSY8EAMPf93vx9Xv+16fg4JBRgnD6vccVamte8DImqGc7JksScZce5oDPUZwo+wY/drF/Brs97iQhO+u3Jmiipk8KhCPfmcfMxCtLBNWg6S0gNwfsnX3HIUuLo+JsE2P3W0DalBmwfYffJNSxaHpGMRYTLkqnRygXQoOU59DMDozBJaX0+9hXsn6gOew9WVBz2am4QzDheDvYCkKlqkX2KwwzIUy+p0IkjE7TsXZ3QJPa7N/R9gn9YM7pWxr8dy/fjde8Ye+4WwNuEM6FyrO6QUjIsJib3/yt4evKDx8ReHH39eNnhkeFt2mE81UZbxGZpDDAsCD91Zo9g2eObCYLWrMZgaN11IZQ1jsjJf2OIbAv6jDTOBnIGu5aHvQwG02DFdJPMJJULecbZJlz0oYW5vnn8hMzbkJVNyJUtB2buGIfVcE2IQilawFhK6TwOzgEhVtERwQRcpyqRjH8kAIQkmgCXTJM1GIiQhwsifcCa39uUokZySPA7KBFCNRVQpVJm+GJiqlMGuC2xPBscWFpoVRYdxSoRVagX8lQLOFcl4gYCccSi4Zbmt5/pvtxoJHPthKAV1XuvoF/OOcmOG6Ll2PylEuFg37xUQBUuUUaY+70/wJzunXGj384By/57c/PLqu6hr3/davhqqrQqgIVLileCYnKFCCpn9Il7/4C3H1+743uhaJO1NiMCfdjYJOY+o6khLjTo0KkVgYdVWfDlk+xUiPIJ453eemNmkMzwNM9i90m731gHJQDxbwEBXM4/n7j6RsyS0gyZJzykBNGTDulOgES0S4JcS1+DNg2tiaEAmHuScCKUNgS2nbDoLFi0BnKTeiZfnvU9DLd1s24Of1DOYQUgr2+PhMZd4NnQsV5/Rppdc9ovCzv5yYLmbGetnGz33XY70UVxFTGxzfuAXT1AmDGqJtf/tb9tFVBr/4CVFT9L1FyAIjmuoyjwEz43jJaBryuRjSdetN7VoHZCKDula4dm2Nrpt+SY0RzZnwexJf0fdAVTFsdCtiWEuwjqN1JGzkyzWhrkp4Vmag7QjLtWjqd+aM41XaUEI8Qf7/ygC1Kc9XRfCZEwAg1Zlc5Qe+yj55Xo4SZS2jd4S21zFuIGzylebIyNss5iQXKAJjXxnEjN7bKOah4ASJ6JxYbZqa0NstnIini7sSLL5pGct1QH3K5kozdhYEIgXHjOWSYV0YMSoyaZPXJj22fwOPXjiAg8JBv59ZPhiKHR5a/yoULJyq4EwFBqFaH0BbEZqd0rDVQrJsx5oQBideQ7iuDHgoWCgN1DOxUmxWQFw/0YQDtPLukDGAcz4wW2eWC6BfbWD9O8VAIemZxQzt4THIaCgTXEdUTIAXqH78ia3jf06/PmnvLW8B1bVYzJAY1+CGWsBxBvecgQURAJqHHsDFd3weqnvuQXf9ulxkYZpz2NR8zw5ehzkDGuuy4poZNNj1BQO7cQI/uoVIl4oa+CRrYnWB5NMg8ha+gdsgS59VQLzL2hLcuMK+Qk7AMLZpklWABz2B2Fs0gmUClfNnUKqTVGa1YIZtLcBjgAaQBLlHvQJz0f5QH1GOvJTuOSkGZty50wUKIGOiJ9YKs4/Z2TJ+0QoQFS9yQdUimE5mzFaArpS4wIXznnziwCCATUAlpwaf2qXpxwagAAyOfE6ITwqCaGEdUuW7MHwvTmsPW4vLX/yFd9foM9B5TMU5fVrp8KhH17moKVmvOhzc9LkuOovVYUKQ6tYtGEC3aQdSPWHTcaHF73vGaiXcKzNQkcU8wiImiNjNJgkdEkfBaDsGEaPKtGNaE65cKZGkAmmV4OKGm2rXCbLTJjO5HxxyBuBDaDuxFKxbyfMQtGldD3jeD84Bh8cJWjbt8TmuEKHrycdG+IOUg3a/VDyVOSTSpqtUysgd2iL5LxLKE6O0fnSWiliJ0P4oVLCMQdfL/OiT4O2Q5jA/P8JzSgli1fA3+Nbte4ECEJStWS39CTHzSgE7i0yAAryAIeUsZuwzhDN2ZxY7jcN9i0O8Yv9A2kAOO+oIyluzjOvw0OYj0LAgANp1IGdhNsdQNlnhyFnobgXWBrYeZ5QHAFfP4snCdQM2ddIzEQE6cCkKqGbIRRFmTgEy8Bo7Dy/br9bol2t/MPVJoBiakQB0yxXYOthVC+6tvBeU3g9mhrMW3dHp2ZbP6dcXCQJUtp6IJNcAJ8Z3GOwbXHYKprXrAGvBNm1SRf4EpTF/zesSXjXSHjaMo7N9cAcsr6uaoCZgcgHE3BgjftfHWgRhSBQlPllrZgkMbRi2Jf8eYzrSUE2SMO6E3AUq1BvfySBQhPozxVe4bjsb6wsCxSRx+t0NUA9dNk/Opfri/DJiu6b6fDdEJjtTKV0LNCVQ5IJrfuiFsVA1pbJ0KjfUEaFgKQXoh795uyaZdcKprk9bicq2BDj8+D1rQy5QFEWMXC/8Wj4JQcoQXHdKstPnQeeWinP6tNIvfaLHalluPPPdGs994jrc0M1JKWijYbse3XoD09TQxsAYws998BCL+xYehclvpJZxdNTh2795gcZjmV89YPy9d5f1rTfl99wknAL/xI3KGIoCifLuTsGUnbT3scVxT3Mu1CMXlivGzkKhrih5tYCw2gCr2J7Bbpd9TlaGkoJ1Y7XJzcTZxhrcl4Z7D4llIkHhinDS9owhiNWwLczApktxF3mzFAGdK60TOggufbIghLaWXj7ZJhpcHwiojOTUKOYHYuUZJvqbNUmICYqbvP3h+fsvW+zUzgtf1v/GUMR4cOe40Fo2ukOtbqFpb2Nvc6scGmZUqwPofj2aPbId1PGNcZZsIrDSgK7gdJUGYw5Qt4FeHY0lLGMwmkQermMGdz36w2Nwb9Evy2R8U0SgiJTTr8qDhoOECcB+5JdOLeucfn3R0S/8AmAtyO/BBKDaqbC53QIDVOLgU86AMIUOgHdBbK9ex8HP/Ff0tw6KZxgKD/y+349X/on/UaxvfY+P/n/+Kq7+6x9A1LlzYB7Dm74dCVAZgsv2/hMT7QUKsRapCrAT6/bIojBoy5CCEjm6qWzhv/vlKabdiYL71pZ9CcLCGZ8P9w7bv+3MKWI8GGdyuwFzzLeQrOfZ58ySEb0Seit5NQJtsRbkFojQFokt4cJ9KMT9MHPU+Bd1EqDqLWdRBY88Vbb/bqkEFsGI/wAAmkjSt63O4ViCyjYyeZdtY3DwMz+LS+94+123/SQ6FyrO6dNKOzPC7eN800pmRWZGu1zDOQddGVRNXVgoCImh39sxaKIGO71kswpRoJD65G9AcNI+AExcyuVz30v+iUF66/hcrJ/GWpQpk69jBk2oCorb/AljrYO13jpiHNQZ1B7WcoyJMDoFJxMJghWDPV57gnvNrQFhzHowNKfOKL/J5rEbZQdCnyWGI9wTgsXJlx8UiqHekOQvd4WaKn8YtA4g5qAARKgLs2F0EEgG5t9MAIt+zBNd0aock1CnUozjfoaKOjQ6wWPVdgPDFpY0dL+CchYgBaeqKFYV7hP+5KUtg8naAMxgpeBTgAN9C2W9eWdgx2ZmuOUSVGn8/9t78zC7qjLf/7vW2nufqerUXJkqAxkICQkBgmBACaIEUPmBoLZAC3oVG0VFnOmntb3YGttrK7aC2F6F1kev/dgXcQIRuS0IAgIKIjI2o5CBhKRSqeGcs/d6f3+sPZ99Tp1KVWWq98NT5Jw9rL3W3lXv2u96J294GLpSRVDDVo9VTQXaUglepQpdM0HgrU54XtVck7T2zwUgBXTNZFxTjgW7rdxSW8zMwWqPficSL2EwL82kfWsFhKno3KSt3JxZddtIa9hdXcYCB0BYFqyOjmhFOvWHHbhYNfJVr9ftW/j7iMm88Q6vy/BTt+hU3w+zEODHByjzwutVNaRt3K6CwG0hEQUkWwAC900JhFHZ0n+BDtxlpFGAhD8XwE+ZHVemNJFfZZqSsRWx80FGIQwdcOoWqFp8sQ6sHKlz0i/S6VOSF0tuDBQcU7cDibmAPIBcAvz7Ge4LrpW1ltdkPIHSET+G/E6QhnmJ18H9R3jfZZY7W3wcor4P4WExV7D4mLPnzwbn+gSZMklrWOXpk+esVDB7lTNfXcA3bxhG8DdNBAwP7oaSwM6tO6Bjhb4sx4b2fcOFlLAdBSGAUlHhzFP7USOFPz/lhi/YmoA3rEsW+SrmBOZ0EZ7dEplI4yv6gVLheYR8XkEI8l9KBYaGqqE5WiBK20qI0qfWBVEJRDEdsb98SwEqzGjk+9V6hEo1aBFADcg5Giqsphm9rAb/ui7CVLCAeUnXHoV+usHQXBFdX4soSNmkYhW+kiVAyigj8IO3nSYSwSgTsZSw8YK6MYFmsidF/baEgOeZeImaS5kxFuZ+RaZs4Z/jukChQGEgtvCPCyp8x6WzOV/7NTNkbPUsORMpaYrnahJQIgj4IzgWQYAw6uUx6uXRn9uOohxDobYbikynlTsGuzoStSxMdidonZyoAMANAqZlKpWsUSSMtcIKJyHYOaAygsQfhz8wPbgD3q5BaNeFHolcBMnT0MENHRyCO1oF+d+FJUNFOP7Ck3BXcD3Uhsd8f2PfdUSTcZ8IhjFaQ+lV01MoiTlw6ThmLcpHHYVdDz5ofmc9s6pM2rwQ67CQJJkYhfjJloCwFMj1MP9df4u2w5Zj1jnnYMv//b/GKgHA6e3BrLPOTFyzd8OpePF738tcKQgsAEHyDSIYs6Wf0MAb1aGuLizffBr40JoAsfpGJUL5kHjzixsFQvN06lwyq8Ppl13A75Im6LHInYdqRknQVd+Hv4GhQcTcfsMLAWZNLJ5aXMT6EJ/zPIQpV8mNyYX0caHY9BWPYNU8fu/Ta2D+ghXFZFe4GYD2tF+HKkvZyojRgIj1wyhelIiL8F3gPABWpNjpWLVtXTHxCaogo3k1tjiYerLNCe5p6n4Smd/x+M0JY3J0xnuCQlgbJVoIS/5SEwWKiT8/+C50JhtZss9GUTLvLUGWKSBShIK6TuZ330LvqdMnz1mpYPYqa5bZuOzcNtz7lyqEAJbMFXjokRL+/HAFL/01KUXdeGVfARyxoh2HLi7hrNNmob/HONJ/5G+K+N3DNVRrhFWHWDj8kOSv9FiV8NyW2B96xmQUuDjt3FlDR7vCwlkCDzxewfCwGwZ9SSGwbEBiXp/C7G6BpzZpPLWZsHOobnEKSiWzQglh5jYTHAy4noYUIl0EGQBQqZr4W8/TfkxBrEgdkgoF/L5B+BlKGxCXZ3F3pyjWITrA9aL0q+nVEE3JeTd7PTBoLzlBBBai4Jr+wlLCkhEoHmZcxvxhWyaGJWo6mAwIBcek/vW0EZyWP4FrAiQ8VFzpX4f8mBATAO9YfsyJr0gJQbCVTrYPwo5qB8rOECxfoRCeC7s6nLhjQbE7UauayS+Ig/A8U+xOCPjLWIBQIKWMQiGEsVAkrilBuSIwtjvKEewaX3PpOHA9nVAoAJg8754ZNLleQn0iV4MEoGueWaWSIgzAJgK068L1q9fH/al1xsvV4O/uQN8F78t62MwMRVgWVn79a9j0w//AyDNPIz9/PkSuHUMP/hmbrr8ZqDaOw7FKJcw6YwM6jz0Kc956FgBgyd9/Em0rD8PQn/4Mp6cbc84/D3ZXV+K87f/v/zXtk1QS2tX+ij3QvmY1Rp56ASNPb4pZMAScng70nfYadBy9BmMvbsbw40/ipVt+HdWwEIjcYySQ+RIcBJWlVs8TxxD89LYawvKTTbtGuJJH9YpIoGA0Uiga9CVYGU9ePPVvfJevwCT2pY/L+h6/hMjuSzy2Qfir8OQvzMkmBf6y3HwosXKVNRaTAlz7iiv8ytZZ95Vc8pWpSKFAZH9JturfG4oOM3WbgqKK/qJPGLyd5ZaljWIBHUuDGyhZvnUpy2ITfU9uJxEtjNYdi0ixSD+TKPW9v8Hz8PJ//Rfmvu1vMjo9eVipYPY6ywYsLBuIfvWOPbyAb1dH8Ic/mtXpLMjTWHd0O855QzLF4axuiTe9Opd5DgAMjzV7+UXCD5EIGNrtYdHhEnf+wQ/69o/TRDhyqcIxh5klnqOWAV+/oYqdguqEkowJg+APueaaNgIlQScsJrFxksliBPgVtEFQQfGoZgNpkfH8M5tdYyLXN/c1db6/3YpJHfLN78YgJPzAP4RuWrLRHOQrJZYy2Z3iBLpSUflKB8nopHhfYBQLIgEBL6VECXgkIUlHvtANZnqhPQiQcWF1I0U4oWwSQVsyUjqAeq0NAAXub2amBNxR8/sl028A/vH+BBP5ESf36aprVmlTVZC9mhu5OmW0mcbbtTPzWGZmI3M5zLvwguTG89+CF3/4s6bn6bEqVv7LFYltQkrMPvtszD777Ibn1bZty/y7SbTjy3RpW+g67lgMP/Hz+tXtGmHFP//PcMuOe+7Dtl/fmuUB67eZ2tD0RdffHLx0BpaAWtpisGcCvVVvo3FpsU5CQLBgntqKpNkGyXFJgkwJ8UbuRc1elsNjUvdMCCCeUTeM18lq3wNgx+6fyOg/EL38i2hPaC0IJ4PGil/2xVOXasWfLsV4qWVbbU0oZf6OpglWKpj9gpWHtjdUKAJWLGufcLsdJaCQA8Yq2bI/7g4lBTCvV2CgT9YJMyGA+f1J4bigH3h2s4eqnz3DsiVyOQUv5dMbCEvPQ2KMgYtmIFvqfCL9f4NUfnGrRbL9wPQZ769I7A+ulwyQA+IWheBejFVMxqX0+fEF7PH9i+u3hevxMjY2LSAsY8EIan+Y7Uapct2sycas+ngaSC98eWQsF47SyFnaD8pzYSmCkiaV7O6KBUBCgNBVGEbBrmG4mkON4sHQBEdW4UoLOX/y0NJCPKFvcCPcXBGyYjI9kZ0zk1GtAlkxCoEWErCc5ENKfw6aCzJIjQwDw0NmNcxPgyUyNKxAEQvvTCoGSFoK2vMglck7HNxLlXci1ykhUBseC88VUiQnbyGQP2Rp/QNlmAaUj1qNwXsfiFIbxxBKoXzkqj1qt23V4dj6kxsy9yWyAAEg10X76lXoPPYFjDz7fCjAhFLoOGZN4tzS0sUQlo3a4JhxpZGAzEuTGYgQuVXBl8dZ8k0BQLSQlAycRVy0hMZLY9qObc9KeZoxzroXcwrGLWLzyXhF6FA3DhFTquIvzYn+x49vMhEE6yMJueK7J6XdweoyKZqdJlMYkulVyfUrnwPm3onoOk2LvpFvNZAxN67UIgwAUA0Qlu9+FrwbBL8H5GfeSl+nhTf6oHK7kDAWZrSuW4TWlyZWsQQy+x4D5u+ibdWe/f21AqeUZfYL1h3Tg3e+bWH43baj+gFCAJdetAQrD514cJGlBN62XoVpRwf6TdrRAONWa/7oOtuBt663MbdX4W9em4viEATwttfmMas7uYxVyhGqlShdn1vTqFQ880LsptImZrxlZyoI/r/hYkp8IgpPSL44Jo7ziRdXius4cZerdO00rYGaa4LAq6n6HFnuxlEfop9G4wpGZalAkTIHy1D4CUgZxQBIGQWhJ8fsC0iYmIggRiX4IT9OIm9p/zqEnK2h/AJ2ShLKhRqkMApF0a5BCqDkVGCJaJBKaJTtEWhlY0wVzFWlwlihG/EZpOq0QVsOdL4EcvL+gCTIzkM7BePmZOdiN8jvv/E/St4etwpZHQXGRoHdu2LanAcaMbEWFPs9CFLGBseRpxMxScYlQkJaRqEw9zVKWyiUhMo7RslwoiU8qWRqVYzgzK4PpGWYRqz6+kYUFg6E362OSHYXFg5g1VVf2KN2+954BvrPPAuA+XW1CtG6qBB+HQL/z2b+Re9G94mvxqFXfBwdMSWmtHwJVn7pM4l2VbEIoUpRIQcN6BFtXmrj1gZNDV/qzAtt7G8zqNcRq4gcBvsKf+U59ID0V8aD9KYN3szSqWkTstZLXj+oKp6FqT6NxMuwiPcl/r1RRWdq3n68raBPWUH0UcxgbF6L7Y8/U3IRKRSAGbMbswqNg65ScipJdSdIz0upbMnan88zFYqgw2kFRWbcMyAKho+5iYXnxD4nU+XG+twKsWej0/dcCOTmzGmxoYkjqNFvxUHCrl270NHRgcHBQZSnMeKdmRq2ba9g244qBuYUoDXhxc1j6O/NobvLGf/kJlRrhO27gIf+6qLmmdV4IUwl6ZwCVi2w0NshYMUyNewe0Xh5iNBdFmgr1Ev5L/9wGM9uqZcw+byFUptxk5LSVHBuRLOFpKx9aRNoYF2gTAFf30C0igYE8WpxZUAIk21JCJNtSchkUbxW+t5IohCZuMi6/gOZ8SVB8Ha5TaasMIAUhM6STrn7GJlrSQ1Haf84XeceBQCWqKFg1erdhUhCgqCEhhQaRTVirkkaTm0YjjcGQdrEUggJEhLKHYPlZVScJg1Zq0QzbHwXACg7eRO1hhgehPXSC3U3iogw+vSz4cqvcRvT9ROR58Gr1Pz7JBpXbY29JOiaC6/qJnyhCb6SUvOMlczJ4ZBvXZ/dVgOmWvayLD+w0NUahp94CjLnoLB4IUafeha6UkVp2WJIxx6/gSaMvfgidvzqRmz94XfDjE+BbJz97veja/1rkJvVHx5PWmP4iadBnofSoYuNoh1j571/xL1vfHv9hQSgSmkle2Jkpa4NshNl4Y1pSJUuQIe6l+CGL/vx1WyVmjP8l18Z29YsPWrT1KkZikO4q0HGI5GqxRAfSzylbIBbceGORjfKG9OZL9bjWili1wj6klboomDwBs+L0DilbU0nlR0fmWtQDV7G2grm4KxnOYVIy++LUljwnouw4OL3TOj8VuUvuz8x+xW9PTn09kQxEuX2yU0+AY4tMKcHePgFY3kohnXtBNpLArO761/82ooSbcXGbaoGlU91ejJoRsoE2wxNgGxg0s4S/s1e7kMX0fjqUEyoERFcbUzgAsmxBufHalGF25vJxCxrh4kvaXxOvG/Nvk+UnKohndFFCo2cqECC4JIFm6pQXg1aKpCQ0EL5QXsSFKYCI1M9myxI7dY/SiEzHzEFMwmRCegOgwfNtqxzdKzYHenIBYuCzFMwlol0/vOsSVg5tu9K4PkpO11/co1pmFJCSP+hjVfBkGFSSMdG++HLw++lpYdMWdv5uXORGzCWECGTL26lJYckFApzjETb8iUN2xN2g3nGf5Fv6ko0QYKV53Qa1PQxaZdPsz22RcNfDc/ocxaxl9fE5mYuTBMcM8Vi4sLg5tQLcyP3rT2BTIPjz7Pw711wzyGSc2/dfU32sdECTfgsXUBr7Wd0SikwWb3WInr+8eCNCRLWO/HH0tLzIoKoL0Y1ZbBSwcwoFvZJPLlZ123bE0480sZTL9YvN9Wqnp/JCACMz7to9AefsSkeIxF3vY8WkpMFeDwvEqpCBMHggQCMivql4y4o0abBUaatWg1hbEilAhTyhHxO+qloo47HC82l+2r6E11D++4Bxgpj7oubun3Be61RNkQsK1Rw/0zDQRVw2wpmBjNG1zPpZB1l/AS0n7ZPBGYZECzhodPahQrlUCUHgICEizIGocLlI4KlaxAwK4pVmQOEhIbJwh/0RAgBsnJwrRyEdmFVhiJLuNYJq3XUewFYpuid8GqJeU0MDZpgbfKi9ongDu6CrqSK04lYNidEFxBSgnTjZTvpWHA62839GhmDdl1AIMwEheD5xCoctx37qobtMcy+oHzc8bC6e+Du3GnS30mJ3LwBlFavmXBb7asOQ/moVdj1p7/ATwkXCjFdI6i8nJhiETufKJkyVAhhCrrF0qCG8tx3byLPvDAmYhwy/qTH7U2wVtGo0J9E8toTgDw/ZWpwn2KuQa5L4Yt1IJukDZMSXNbfy2CRK9F+YHqOreoLhdAiELQRJMobv8OxuU4RhBaASt7/INaCPIAEJS1GZBSHIPA8jJUc1cZS4T8z/1AIx6+tFFMeo7gNfyHIfwMnjcSzjrdfn3Y2+hzG1MXH1cz9AQCEQO8GTinLMFPC0tkStgJe3KEhpcCiPonZnXumVBy1zIZ4PXD7gzV4HuGQOQqbtnt4eQgYqXnI+/6+nkewrOQfemfJBJHP7gJe2G6E3bweYOsgMDgM7AiKKgcLEb7QCGqpCVGvUADBC3yyFkf8RX08AjektFVhdAxQMphszT/Be2sQPxz0LYjVkDKpUBARPC8oPFevUAT9D2RioDgMjRAKOYGcY8Zi+atzKnRriv4Naj9J4UKJoDycB+W/6Tuigk5nt3F9QwXwrRIlDEGmZlVXWrC1sQ44ugIvjAqk2BWjlIQkFDy7COVWoGHiMrSyQMqCdE09CwLCDFBhULaPIAJyOdDgdsCtQVi274bk1VXvpSwTT2i+FxCWBfI0BJnvJriUoHIO7LZiOPFYxTzckVFYBWMd9Cq1yA1KCAglIG0b3otP1z8shtmHWO1lLLvyGrz4v7+B6gvPI794Cea+632QTuNsgI2QloWj/+Pf8MQ/XYldf3wI+XmzkZs3G7vufwijz/8VujLUeOXZUmg7dBnaDlsO0h6GH38S+YF5cPp6MfSnP2PkmWfhDQ+Hck27sfrTLsIXW9IwGaJihBblFvz4MyGYYnlZiPB/5uVVUsIlR1rJGJWstnUt9uKd6mNQEC4Mig6sPlkFQRtZbPwJULvmJVxIkain0ShoflyC/vhB+Sbla731JGg/KEJIVUBL7StTgK7qRK2PxOlVgs5pwBXmGajongkB/+070PpinxEpoFE8BQX/IIjXMEpO8trkZTxv/1mG99fzMPTAAyjMH8B0wEoFM6MQQmBRv8Ki/qlx5zhymY0jlyVN5w88Rbj5D40lnRTAivnAiauylZn7niDc+iCFMQJpgrSrjUgvUsvxUtHFFA5jGcg+LswKFWsuUCCUitqJtxW/RkCzoO+sPhEJjIyZgnrx4nzxSuHx8zpyFbTnqnX78nIUBTWWODaPCiAqsNKuS8FEiGi4FtV8wWxmB5F6OiQEPCsHkgqCNMjOmzgJ0tBOESAN6SspoPpUxACMwuF5xspRjSwHJti6Nc1QOXaUKSq4CSbABCrLzUNKCKFhFXKw8g5qoxVAkwne9vG2bxn3ugyzt3H6Z2HR339mStqyO8pY+b8+Xbf9d6/egMrmocYnuh6O/N63YDfwM7/juJPgaUpKi/gfv4fGMQHZIQSmiQm4zDS2sAQ2VP8YhUQ9BUiKgtfTZ/ov5rpZxqqoeTM+/8XaTBpx96Jo5T3dZ28ksMam5G2rFooGfRdB/+KKRTqWQpNf1C4aT1DpPFE4sEE/9AhBOsIPMKd4M4m4SSHiW6OxN7q3E0lnq1IxncKyMPLMM603MEFYqWCYKaarrfl+TUBXW+MZYbzz42bUVgiK95n3ZPItCtnXt5rUxCBEKyhJ4W/+TWaTis0mDdpr3me/7VhrUiYX57W/YBMPA9AEbB/JQxPQkQ8UCw1LeNCQqHg2ChjxrRICrjCzKMFU6w4uKL0abD8o28RTWBDQiVEFXYnfSQ0F17KhvKpxlJKA0m70fZzzIWC0p5FoJgsCsAPrgV1ug7AtkOuhNjgUukABgLQtY6XQ2p80jclIOk7DlxBpKZCU8KpVwE/rKywZZoTSrgtR7sk+mWEOcopLDkH1pW2Z6XEhBKyOMqz2xunOi4sXYXDnzlB4BS/jyXYm3q8wFEs2cHlRfipUJC3ArVw4sHYbmZUtvFta44g1L5RZ2AgrnyauZ1yF6vqhCaooTYB2SunyvUT3iKw4lIaKV9z9SsasRr4nQdBe5pzpjTNn1gi6ahqUjoTKp92k/HsVd18TExt7nauZ66KwcGFrJ+8BnFKWYaaYBX3A0Y1jArF0DnB4k7/p2V1UV38hzkQTtkXF+Hz5lGo76T5FmZNPENOQrugdb6NRt8IJSoi6YnZZloYAz4u+2yq2suQzWk02RgRUXVO0bttIETvHcgAIjnQh/SKFeYxCwYNRIzRsqgFEkCaKz/RBu8i5w5BkjpPkQelqKCz9KQI6VSmLIOD5tSxIWiY2Qip4yoFrmbSyFOVtBMnkmg4JYSpxt3eamIuoYVQ2vwQAyPV2QRULUI4DVcgj198TPmChJGTOgZDSWCR8vzdVyJusK4E5KX5NrU1wt5KwCnlAACpnwy4VICwFaSlY+RwKK9eAYWYih37m72F1dUYbYkkLpG3j8C9/oWmsRccr1qZcFRuv/k8YauAaBZhrJFbC689NazfhAk3cCtBoLhKAiKcGTF8j7tIkAWmZhoTKiC4PXHni3a96EBCQloBdUnXtT3ShKnW5ug1Z82rouhVuQBT7IJPb60/2m65ldFT47lGjfmyNB+hRDT0Ws2YE5xHCtLlmSvFdmTKeSzouIzw/jlLoOProjAOnBrZUMMwUI4TAKUcJrJhP2LEb6C2btKxbdgKlPLCov5k5Gnhyk6groAdEL+cT6gvSKyRBASLKzLqktcn0JGW0qhYoFEoCthW+q9adl74y+dcIgsvXLQfmdgvkbcLmHUDBAXragRd3APc9Aby0K1pRi7vdCmFcplbOBx59IbqCpwWGxkx7RAKuBuKSdudoDr3FyJdZkgc7ZssOVvIdqsB2xwAQSKjQRUnEjhMg6NiKj+crDhqWyd4kAO2nYpHBLB8bgJY2XOHCkiaQHNrUzoCwQbHsT1QomViL3n6gMgravRt69xCs9hJUqQgZc18SQkAoBaerA3pkDMJSiWctLcsEoCD6HZCW8jO0aFAsqCX4vbDyeVP7Asnfm9oj9wP4H+mHzDAHPcVFC3HcTT/Gjt/dDQDoOOZoDD30MNzdw+hYeyQKA/Oanr/1ZzclNxCSKUWDbXsKZbvuAGY1W1rZc41QAmFGKN+EmmUFFyIZxwAAbYevxPx3XoCOY9Zi9yOPorZzJ8pHHoHqtu3Yee/9ePrLX0cQk2AVlal9E5OH7UeshioUMHjf/aG/LXkEzy8O58XqPwlhrCXSFqbORGzce0z63EZ1QVI+yGFAt4TJ4GSZ/UL7NzFmfg7qppDv3iYkhVYqEyNHdRYSb9Qv2Jrl2pU0/puELKL+mmnqY0UIL938K8x/1zuzBz1JWKlgmGlioFdgoDf63tfR2nlNEvdMnD0wqwORcIorEFIaQdZYH0pJPSRXkxb2GQULEAkXr+VF4KFnKHFO1jX6y0mlwhxrsn9QRtSi6U1cOvupWv1sUARjsxbQYUYnkOeneG0OxW4MZS4PZZwjpQm6FtJYFzzXv8GxFFqBT62UoHwRVKkYha6tZHZXkvUwiPzYh1qGCUlJSMuOfqGCZyoFQBKUWi4V/jlw6235ma4fDDNDsDs70P/6U8Pvudee1PK58VTQAKLK0lMp5xvRSFaLVC2J8eaJlM+m3VFG/xtOAwDkZvWFhxUXLYQqFIxS4R8vM2pT2F3dsDs7668TGIybWL0Tx6a3Bd2dQMBJWOUbSYWqURtx97WgxkWo1DW6LCXdlcjPjpV1fDO3pmCBLk7TGipZypIQoFo1Y8fUwO5PDLOfccgsP8NRavue5EmPskEFlgfzb6zgdohjCxTyEpZCopq5lKYKuRVkvNBR28Ex6ZoPcauKECbbVbNYkUObLPYJYZSRud1ARzGucJgLWIpgyfplna78CAqqChs12KjBkoRR0QYigu1V4HhjsHUlzPAUtKCFjLvLgjI+a2n73gOxSSg8RkTxDACgPQizZAjXysMzkZC+KhPeMGPlqI5G18mXQP0DEJ3dUPMXwRpYkF0vQus6nzarvQ1OVyesthJUW8m4TBXygDXOOhIhCvKOYS9b3fw8hmEymXXG6xOrJJkKxR4u/oSnp+cGaYr2KUeGFolwlyXC4N343GC+I/Y5OWfE32X7To8UrDSlZUtRWLjAr38TVaOOX6T3da9Fz8mvqc8KIuAHytW361X8tK1e9OJNRCaQOvWTnPMyOimi80nDpKnVqTYa1aXIUnrqjAGpMaPeNSlwCU6QqQQAsHzlQSN5D1qw1tQpXVqj+6STxj9xD2GlgmH2MzrbBN76arOabynzQt3fYT53tgHze40bUjFnXKlytvlZ1G/cq2wFDPSYlLWWn5aVEAkXT9dbAyyr/n1V+YqNk/EemlYsPG3qWgTCNNhuSWBuF3DmsYBqsqKyeiFwwgqjvAT9b8ubMQ/0AGe9ErCkwGtXAbM6TN+KOYEFPYScDRQdwtwugmMBShJ68sMYaN8JoN5da1SV4fmiL90jgrE8uMKOvkPClTloYewZNRlVwqb4y4L/r0ilwJJIZnrSyoH2/yWh/GsKoDIGUauYmAwnD8oVIGwLqqs7dHVS8+YDOT9lplIQflYo6dgQOdMvVSxAxCsW+5ohaZ1dujx+HODCtWcfAAAzoklEQVS7YyXRu3Y2Po9hmIYs/vD7Me+Cc6Ha2mCV29F9wjpYXV1QxSI6jj0auXlzoAp5lNesRGn5UshcDoWFC1BeuwaykIczqw9drzoOqr0NwnHqL5DxFqfyqYw/0nd1SikYAdFLsC+/vZRCoQHpOLC7urD4ox/C7HPOajhe6dhYc901KB+1BjKfg+rqQ/mooyELBdhdXVj0kQ+j7/TT0XXCCVj6j5+G3dsLWcijfc0aFBfOh1UooP3ww1BavhwylwOEQm3Ia7yCn2UodhG6hQVjSg445toUrial2vDqtzXqg6lUHd8gkrEuMkOB8N3DEtYRK7kgByB7fEDS0lFvqA+vWb8YSai+tDW70SlA0ESjPg8wWi0tzjAHI09vJvzw9qRkDN55VSyjhG0hVmAuQgrU1dhIuZn627LFyPtOz87qMZ1sfullDO4abnpMsTYIh5KuRIEkJz8bVNoHy1gYokrassEykdQuBAXZl8yyVt0doCg7kyDPxGEQ+QX0dgPw54nKCERltP780ZGEn5ze+XLU/4wCIEQEqtVAvisGEUFXa+mDzDgrtfrlPanQ+5l/yxxvI6Za9rIsZ2Y697/t3dhxxz1124UFyCB1qACUk71eLDJkfLBaH/9el2nJsjDvgvOx5GOXTar/E8UdHsFvlh/X9JjQWtEAYY8//wQv6ON5AzRNn5vVt1SQdqPz43EvQplMUOH3Bv1PFDT0lYqs/mellJ33jgux8JL3tTKEkFblL8dUMMxBTClfvy2e/i6s2plxrvAFVZiVQ8QKvfl510UTQZyz975CAQBWlotQirDQXYtrKkEsRpBUlsIEsUl3Y5MByoHSNVit5PxLZRcRftA2gUy9C2llLlRRvugXFXEhlAXRKUC7dkQps+IuDfFrNRujr20KJcxKZbxfxXHyHDMMM+3k+vvMalDKbSghgynm4584xt9Nyc+tQFrD6d37aaVVIQ9ZyEOPjmXuj8c3NCKrene4MiaCGJds8ag9CufB8RSORm0EFpFm91p7sZ0agNAQVpaVITaeYAhN4mZEcH1E/SfPg9Mzfc+S3Z8Y5iCmrwM44hDzWaYmksiFieC6QSpZs1PKyG0okNtEhOi/eFtRGlqBSMitP3waB9aE9lKh8U4i2N4YlK6aF+jMY+IKR+zlXAhjxfAtFhpR7EVwlCtseNJG1SrCFVZoo0jHZcT7A+2F1xJu1bhCKRsQEpQrgpSVtNJbDihXAHJ5iGIJ5DhAuQNi7gJTPC/lZiYAQAqQHyAaTjKxOAyKFRkRUkJYCiSi555bcVTje8owzF5h8YcuhlUqAkGKaPir7BS9PAJIChnhB2X7b8fxl9DU+gMAkyY3TEVrGXlSWLgAc95y9nQMqSlCSvSefGLmPgr+P17Ae0ych4HOgWtTsKYTW2QLF9z8atUUxDEQZce+xNqlWGFa8sw8SRrjF+qj2I8GvDGCV/HPDxSOmGISpWlP3IwQEWTtlSK8dij3LYXuk1/T7I5NCrZUMMxBjBACrz9GYlE/YfMOwu8fiwsms+AlpQnSDo6Pzs1s0f83WqXv7wAW9gnM6yFsehmoeSa+Y07X3rdSAMCu3aNN95uX5WxLQ/iZtLkxQV6owEojYi/iQsElUzSPhF+3QkbuUTUrD+FqCDLXEkTQwcSeSCEijWKh3dhsIEINzSv3Qo4Nm2xRlg2yHMjKSHh+uAIlJURnFzC4w6Q69PxgGilM8HW1alyjQj9b/0UjWbUwREoJ7RqFZ+zP96LtjLdP4CkwDDPVFBcvxCt/fT02/edPseN3v8eOe+/1ZUlSditbJl48G61oh/tjf/6z33IO2lccBtXWhqGHHobT043ZbzkbVqk0zaPL6J/n4aVb/itzn1mFb6ERnVIIAiVEmVZCme/X9RDCFIjNTOma2hYqKTq2P5Y6Nm3xnQhUI5CtISDr+y8BaWfHx9RZVQIFUQrzIwgv33or5px77p51bBxYqWCYgxwhBA5fKLB4NuHuRzOCcGMZR1vxVkqsiAmguw04dpn5Mq97Sro8KbRu4nYkBFyRhydGoSiZVi+wKRAis3PcupBl1zDVtqNVwOB4k88c8KSCpU2b1HgOMK0LCa1sSF1LHicEdKHNuDqF/RF1ZmYBAJZllAutE5meKFqmA+LWCiEyxxXlpvfXA0dHMnrOMMzeJj93Ng754HugKyPY9eAfQenkC8FLpGiW/js4pv7FfN55b0PxkEUAgL4Nr5uaTu8hulIBpWO/YoigVkOTmAoAmQpBtCPtOtZ6/8L7F59Wp6r+CHwLh0K2QgOCzMjUJxskRBFSQCoJKAV3cHByHWsCuz8xzAwh7wA95WzFwfOSEqt5LYrYN8J+oUjEKRQyAkkC/Jdri7JmISO5JbRJAesvN3lCoaIKqKpCZhpZ/ww/RWxQq9u05so8qioPT9qmsra0IlM5+UcKvwK3VIC0oK0CPOVEdzqIdYh9Jidn3LHix1TGTEVuJ5c5dKu9HVZ3V12aL1XI1ZdZh3F9sMslWMU87AVLG99ThmH2Op3HvaJeoQBCV5dWXo4TC0RSwunvQ36cYn57E1Usom3l8uxU2ggWSybaKMxyujE91+0OUr8KZQKohfKDoqX/WSLcBoFQiRAKkHkBVZAQjgAsQBUkZF40f9MWqNsvFGCVpG9xyj6HXMCr6YZJUupOCZQNz0N57fRV1GalgmFmCEIIvPXVMlEvolw0/1ZrQCGWhbTgRIqFY5k0r0IISGGUk4C1S4Dl+88cBMDEVPR0RdkpVGw1R0iBNj0UBmpLy647P7A5CPJAkKipPAJXIQ8qTCNL8DNCSYkwubq/TyIwQRuVI0o9K+Ap2z8mMhEFLgyhuUgoaBmktRXGPSrAzxylnUJ4PaqMgYJieradnIRjsSPCUrC7OqKx2haElJB27IEDgBSQfoVuYVuwOqNzGIbZ9/SceAKWfOLD4YKAVS5D5s2CiiYbdvA3KwScWbPC83Jz5kSfZ80KLZVOXx9WXf01E1OxH7Hmf1+J4uKF4ffcvNnh5/y8uQhqeDp9PSYGpBmxLE+BfE7vN+m7Y9tiaVmFCFyI/J8gIaBEmKUpLKYXk6fSaWCmhq+kJDYYZSSKa6kfQ6gg+PEe8bYyh20lCxAGvyfTAbs/McwMortd4OLXSwyNmuxMjgUMV4z8KuUFKjVCzQNKOcDVwFjVfCYIjFSAgiOgJGF4DHBswLEaSMp9iBACvd0d6O5sh6c1LKX8+BEPlhUUZKpCKgsQEtqtYeezj0JXowwjwagqqhA0av6VCh6ZyEgR3x5b9QqmKrMApRPtBcfXZA55L+5SlHJCEgKQKgyJJ2WBahVjEwls7lJC54oACHJkd6Q4aILI5c1qZbWSqE0hhACUgizkAa2jyRImD725mE5MQAKA99zjTe85wzB7nwXvvhDzznsLaoO74PT1Ap5Gdds2OL29EJZC9aWXjLJRKKC2bRuEbcPu7ERtcBBUrcLu7YUeHUVtcBdy/X1h8Pf+RGHBANbd+mNUtrwEq1SEVW5Hddt2AIDd0w13aDe84RHkZvVBV6rYeuOt+PP7PlHfUPDyn4gb9OWfSn1Pyb9GCGEsEiL2PV00L2zTqg8qD/bp2DlCJbM+hS5eqXMCiChUMhIpZv1/la2S5yiFnXffjfbVRzQZ2Z7DSgXDzDCEEKGFAjBF5gJytkDOX6iyFWDHEim1h58F2pokWNpfkFKGPqdCAFJG4k7ZudhnB1JZKbdYgYoswBMWBAialB/craGEhh8+B8DYIoxSkPLPNVeu75gfHekJBUEehB8smDg7ZrkIw8ktB+SZrFUkpUk/q11ztpAg8iLdJlgpE9nVNEwIiFEwhG0D7u5YyGKGS4CdUXSLYZh9jioWoYq+QLf81Xuf3OxoVd/p6ws/2x0d2efvpwgpkZ8TWVvi6W3tcjvscjsAk4K2uGh+diOxzEmhsE8XiBPJY1tB2tJ3RyJIS5i8F5X6BkSYfAMQ/mIceSaFt7QAXQ36lXFuk+AYkbE/S3EKIYLKT98EzkoFwzAznmLvHOx6/gkARqHYafXDkzYI2n9HD6LlBBTVIIUGBWk4AP8IHQZ0Sz/iT5PwVQ7zP+m/+JMQcK0ChHahvCogLSjtJgK9QdrMMTFHXs/KQWjPuGYJAXg1iNoYkC9AjZiieVAWoP0gdMsCalFAuikU5QKaIHI5yDCji4A3NBR+Tk9s9spjpuQ+MwzDTCflIw9H57q12HnPHxMFQk2QW+pgDcD2l3P8uAnSFLpUNSXtpuRIE1dBhJqbqgAeiFQFqKJM7TD/qgLgDmmQS4naGqQpdNnKQmZ4C2SdHx4vJLpPOaWFAe4ZHFPBMMyMJ9fehY4Fy5Erd6Na6IMnA79i6SsUQCCZPdggSm+X8HxxKgC/iB1FcRj+rJK2BZgAbROk7UkrTF/rSQVPOYBQpi4GEMVPyCiuA8oGpDKKi+2Y+A7LBgpFwLIhLBuivQPI5QApfZ9jAeE4kKVSuEqnSkWochnCsY2y0d4Gmc9B5Byojg5gcPPU33SGYZgpRiiFo39wDQ75wLvQc/KrIazmLl1BKtl46tUwkDsIolbmX6H8GAcJyJxIxmeYdSBIKeGULai8MJXOHQG7XUEWTBA3EJ0T/wEAq01COsLEZ/jxH3WGi8Da4aeVFSrLGh4F4WtPRy5ZBHg1F4N33TWxmzoB9qlS8Y1vfANHHHEEyuUyyuUy1q1bh5tuuincPzY2hksuuQQ9PT1oa2vDOeecgy1btuzDHjMMc7DitHWgPLAUspgOSq43R0euSnGBbmpVSHhhHqggBoJEg4mNKFQ1SEpoy4b2FQVIZT5nIsLzje2cIJQFOHnAyZl/iyUgn4fI5yHLnZC5HKTjQJXboTo66la+ZCEPq6MMq6MdVqkEq7MTdlcXVCEPjAxl9IFhGGb/QxULWPr3l2LV1z5navM0I8NrVQhhKlpbAionoRwJlZOQjoS0zed07EPYnB/jYJcs2G0WrKKCkCL8t5HFIVBMVF76weJ+H1QUFC4tAamE+deWvmWlybiCGkUwxxEZpauyafoWifapUjEwMIAvfOELuP/++3Hffffh5JNPxplnnomHH34YAHDZZZfhZz/7GX70ox/htttuw4svvoizz977VR0Zhpk55B0bmgRcCoKy05OAb3dI5TQnEtAk4ZIFDYWqyKEi8qjBhgZQE069eiKEn4A2fYWoNkbi6uFFYzEXQoZVt6PD/FSDfjA6tParbfuWjHze/Dg5IG+qc0MqQFOijkXYzY7eVm8fwzDMfoHd3Qmrp6v5QfEYNB/yZSDVCFoTtBv70QTtUVRlO92cEOH5CcaJ0wjT42YcJ9LTkF9YL7BAaI/qfhqlmiXXRXHZ9KUI36cxFWeccUbi++c+9zl84xvfwN13342BgQF8+9vfxg9+8AOcfPLJAIBrr70WK1aswN13341XvvKV+6LLDMMc5ORyjqmObZZ6oMlDvJ6QhAchAI8UVMz5liDgQpl6FcLfLqL6FUpquHBg6WosU1MNsuFSkyERuSFgYirCa/qTmO1AeH6RKKLIam4i1AEt/MBsY/kQgF8Xw/9MBJHPg2qVqMx6iIDsH5jILWQYhtnnCCnRtmwxdm6/v8EBxj2JNIHcZHwC1fyXci8Vz+CLa/L8rEuxXfGUrnGx3lotCRGuUsVjItKZqeKHm6xPWQlCogWveKHT4MTismUt9GfP2G9iKjzPww9/+EMMDw9j3bp1uP/++1Gr1fC610UVHQ877DAsWLAAdzXxB6tUKti1a1fih2EYplV27q74n3y3JBiLRX9Xm6lNAQs1sqAhUYONGpnvLkw1JCkojI0wzRj3JwLgKQcVq4iasCC1C0mAFsr8wP9XSHO8MLETJM22YLtWNjxIaN/BioQ0CoVSICnDxS4Ruz6CehyxsukxN+JoAiuWIEptEIWSsWDkC0CxBL356Wm951mwLGcYZjK4u4ex8+6UQiElek5+Fbpe/QrAFsbi4BklwhvT8CoaeozCQOtmmZd0jeBVTcwCEYG0sRqk14kC16ZmiCB+IxWUnchOlTghUBgaNEwAedpYnzWBPG1+iLD9ll8378wk2OdKxUMPPYS2tjbkcjlcfPHF+PGPf4yVK1di8+bNcBwHnZ2dieNnzZqFzZsb+4Nt3LgRHR0d4c/8+Q3SizEMw2TRoIRpIe8AECAS8EiCyLyWB9ETQVJZDVFnwU5s95UDk/7Vj7gLiuj5n0kIaKn8DFQiUgaCNLHSD+AOKmwHwdsyXUkJkcuUbEHcWzZQbANJCeQKQL7Y2nnTAMtyhmGmHCGQm9UHp7cbgMmOFCgFvqAOIUJd3QmjPKTOGYdWjou7P7VaJbuV66Z/ppt9rlQsX74cDzzwAO655x68973vxYUXXoi//OUve9ze5ZdfjsHBwfDn+eefn8LeMgxzsNNVrq822l50UCqaehYuFDxYRknwZbTJ9WQyQrlwUIUDndrnwUENDjwyq1aeb70A4vONKXdXVQVUrBIqTjtG8l1w/bKqRGa/Vg60tCDJhQRBlzrhFcqmHaki9ycikPZMRW7bCRWf4JqJ6wsB3TMbum8uaPZ86K4+UGcvqKsfcmD51NzcCcCynGGYyWC1ldB32snRwogQgNaY85YzMOuM04Canz7Wt0rUvXRrQFeMNQLwFQwX0TmuL7GbvKvH62JIS2RWvSZK9gNupMw0VASouRUlOCb9Q5rQ/brXNj9vEuxzpcJxHCxduhRr167Fxo0bsWbNGnz1q1/F7NmzUa1WsXPnzsTxW7ZswexYQZc0uVwuzCYV/DAMw7RKqeBg0dwO5B0LtiXRVc5jwZwyXI9QdYEotayKKRZp4S7CAO2kmBUmJS0EqioHT1j+i77wlQyBmsxBJ7JFCVSc9vDFP8gkZdfiFblhiuM5BUBKkF8Zl4ggAj9dZYE6egA7Z+IpbAdwcsYqYdnQXX0mcBuILCcAoBQ80TzuYzpgWc4wzGRZffUXMO/8s5GfNxttKw7Fmuv+Fd0nHIuhhx5FQm57aKwceCY1a2b9Cs8oFo0yQdXl4Yj7nYYHZlw7FgjeMOi6iTIjZAOlQ2uMPvFk4xMnyX5X/E5rjUqlgrVr18K2bdx6660455xzAACPPfYYnnvuOaxbt24f95JhmIOZcimHcimX2DZaqaXkflCDglBft1r4CWWVrzLEdwlUUEABI3CtXF09pjp8RcJTThTUTVlOVkZxABCmpEWtCgoCu6UCLBtU7q5vX6ooBsTfFp/5aITjGRiGOfBQpSJWfukzdduHHn4slb4P5kVeZCsIcJG9DK8BkEgEV4+HECmFoIFyIBukrTWNJEV2envD1LWWheHHH0fvhukpgLdPlYrLL78cp59+OhYsWIChoSH84Ac/wG9+8xvcfPPN6OjowLve9S58+MMfRnd3N8rlMj7wgQ9g3bp1nPmJYZi9jmM1N+wSxYV8NEs0mmY0AA0TGyEAky5ESL/qto7OaxDjQeGnWB8g/FgLHcVshDubWxviIX8EgKQNL9cOVRuDtY/iKhiGYaaDwsAcPzPeJK2wptopxo3Ejp3QamyD9giyiYKQnHOCjUFWqGzIdZGbM6fFvk6cfapUbN26FRdccAE2bdqEjo4OHHHEEbj55ptxil9C/Ctf+QqklDjnnHNQqVRw6qmn4uqrr96XXWYYZoZiWxK2pVBzvToFIkrfF2wTkCKwpwcTTvSvEAIucuGSVRALASJoCNioRmqJEBDaAwmBmnBg6ypICLhWAZY7alr1g7GFdk162eqYOV9ZEK4LkAZ5LlAdA5x8okcA4FoOlFdLqEK1XJspwGfnoTr7puGOMgzD7Bt6N5yE577zf+Ilf0zl7AbKAcFPGZvO7GQLk+s7A1P4NBlzUWelAIwFJK3b+O5LpE1a2cASEmZ88gChKOZ+Gyk2WhOkFMlzhKl5JCwLnScc3+TOTI59qlR8+9vfbro/n8/jqquuwlVXXbWXesQwDJPNaFVjrAoA0rcTkJkgYuv78alFk4IV1KuIhUQHiWrJF/J1bkdCoEY5SN+BlyBByjhRkbTg6hqkdlGqDptTAMCrAdr1UxcqUK4IeK5RWOy8STmrNWBZJiBbOSYFrX/tWr4DrvYgvRoEaXiWAxGLKKwM7UBxqm4kwzDMPubF//iZeSHXFOoRQgtjdVD1SoIAIG2RrD2qxk8XK/yX+7hiIS0RJt0QgdtV/CQVszYQoF3TxzAoXPixFp4fOxGUVRLB6paA9ijTFYq0xrabf4WBCy9o8U5NjP0upoJhGGZ/RIepBY1KIX2Tt6l6rdO1r9GKC1RDhIBOiWdX5aCg4SkbWkhI7caK6LnJawS1KYIlMaUSbZHtxCwjJjUtKRuesqO2tMlbBSFNBimGYZiDBG94OEjNZ4ibbhtAMHEOmTuCNjKIKx5hMbpgxhAAeXFTRgP3pQYxGL7XbLRdRFaNzPEIYcY+TbCjLMMwTAsUcgpWOKGIsPwDEMjupNSXsbiIetkuUkc0w7eKIEg4C0Aq7OhYhDG75B9THyqebiHRkpCA50KN7oIzsgOFwU2wRgf9YwTsoW0o7PgrCjtegDO4BXaxvYV+MgzDHBj0nnJiSoBHloGskAdhC5Ni1mtQ74GapH+Nt5Pxsi9tCenEr99azAVi3YZfPM8oJCLmkptqy/PQdfz0uT+xUsEwDNMCSgocOtCGnG3EphASecdYABS80CUqUCgsYfI6UUPFwcwCgch3HDvcE/9s23YoqP2CqyEjxT640mlsCslKc+jPmmpsOJw9BQBnbAiqMgJ7ZBCqGqWrlV4V9q6XGlyAYRjmwGPg7W/Gko+9F8I2FuHSssVQbcbJU1pJuSnspDtS4xUcI6lzc+fA7jZZ9qzODuTnD5i9uRyKS5eGbq7pU0PFYqL41o3IzYmyM0P56Eplz67TAuz+xDAM0yLFvIXVizugNYW+qloTnnp+SxTADY24m63w/08N1Ivu7m50d5ZjQXgIPxMRpJQgIowM78a2zS9GJ/oRf66Vgz3WxOYRDwb34zjUyGB9RhEiOMPbIbykK5UAQIOsVDAMc/AghMDST74fSz72XuiaC5XPgYiw9aZf4+H3fQTCj3sQdn1aV6LG6zjH//5OWEWjnHijo5D5PIQQ8MbGIHM5M2dUa3jwnRdh1x8eSPSHZBAHMQHlImaRCM4Lz89oSyiFwfvuR+dxx7Z+jQnAlgqGYZgJImOrQlIKKBVYLxrkDm/inGQplZgM4p+llOFnpSw/lbpCDTZcmEBrQRrxFLPB1QJXp0CZSHRs8OXMvojREVPbIm0yt+zM4xmGYQ5khFJQeVOTSAiBXF9PtG8iL/cAVKkUKhQAoAqFsA3lKxcAIB0bdmdnQiZPxOMp2X+/UndGX61c/Ss+aQ2rPH3urKxUMAzDTJK+7qjaczJ+ISJrenJsC+1treVVcnI5aFVETeTgwYILBzWyYddGQdLOuGbaWcrPZTj4MsT2LcDObX5HfSdizwO2vgBs2wyTJjfyHVYds1rqI8MwzIFMx9oj0b3+BGPVtRSyJLewlalxAQBSQviJMBZf9oGWr9N/xusTmoQQAGkBoVqoY6Gi6zttNqx8vdORlVewizakney/tC30nrqh5X5OFHZ/YhiGmSRtxTwWzevDzqERjI5VUK1Ww31B9vByWwmOY0MIoFKtwbIUujrKoTViPKpVF7Ugl7m/KqWFDbdnAXLbnwFqbjRJCRmtgpEACQGr1AHvyT9FVortW4FqBcgXjUIx+LJJQ+u5wKa/Am1lQAjQyDDcrVvgrH71pO8TwzDM/oyQEkd861/x1+/+H+x++FFs+fkvkgdIoO3QQ9Fx9Bp0HHsMdt3/R+ixMfS85iT0vObElq+z7eZb6orv2e1FtK1agx2/+12TDgLl1Svh7doJb+dLoW7jlGx4NeOCa+UUlCMhhIBdtOFVNcjTgBCw8hKDd96O/je9eQJ3pXVYqWAYhpkCCnkHhbyDF7ZsR7VaS+wjCPT1doVuUnuC62WndZXd84BtT/uKRMYBvnJhtfVCp92ehgbNT5paFdixLdYGG7UZhpkZSMfGgndfgLFNm+uUCiEV2lYchmWfuhwA0H/qKXt0jcqWrXXVvHWthtlnvb6pUiGUhY61R2H0kQcwEkugIaSAlbP8uhVJN1orp+BX9gOUhdr27XvU51bgmYJhGGYKKeScum22pSCzco9PgJyTHdeQzzmQbZ1NzhSQxTJkzxyQ1vCGR+AN7YY3PAzyFRUigq5UoIeHoYeHQdVkXIXomTOpvjMMwxxoOH29cPp6I1cnAOR6KB+xatJtl49cU1f4tG3lCrQdflijwDz/+i7Ka1ajtHo1pK1gFSxYBQvSz0poimcLKFtBOQrKVsnFJs9FacXKSfe/EaxUMAzDTCFdHW1obyuE35WSmDe7Z8JBf2mklNnBeEpBOIWMMwzCySO/7BgIJw9d9aLVMU3QI6MgrUHVKuC64TlUq4XfSWvAzk2q7wzDMAca0rKw+htXwu6IYubmvOVNmPPWsyfddm7unGR0NhFyc2bB7uqCdOoXpgLmv+sC9J12CooD86BsGSb3kJYMFQvlqCjzk4BRLHyEpZCbPX2LROz+xDAMM4UIITC3vxu1bg9aazi2PWkrBQCMVSqZAXzDI2Owdmyu70e+DfllayELbRBSofbUn4FafX5yPTLq9zu5napVkOsCWsN7+pFJ959hGOZAo7xmNdb95iaMPP0srI4yCgPzpqTdbbfcWrft5d/8FjtPPjmzjsTij16KWf/f65GfMxsAsPO3tyX2R9aJ5OJTmH3Kt1gIy8LgXb9FYcnSKRlHGlYqGIZhphghBBx7qsVrtmIihAkuTKsbQllQpY7ou1TIJEy6ntF+YNVodC7DMMxBjioW0X74iiltU9p2WEMoQFgWhJU9bxQXLwoVCgAQdrY7bKPEH1HxPoJQ0/fqz+5PDMMwBwCFQq5OUVFKoq1UgD17cd3x9pzkNjVvCURnb3bQNTW3pFhLVk+8wwzDMEwmc89/WxAAEW6b9/bz0P2qdcjNm2PSxsLU0cjPH0DX8a9MnN//pnPq2hStWMSFQOf6kyfX+SawpYJhGOYAQAqB+fP68dL2nahUarBtC309nVBKQc5ZYlyctv0VEAL2rENg9ybN9MJ2UDznfajc+Qvo7ZshOnog8gXoLX+F3vkSyHNjJfQEwooXUsLd+vxeHSvDMMzBTO9r1uPwr38Ff/3u96HHKug7fQMGLjgfQkqs/Y/v4sl//gpG/vsplJYtwZKPXwarlKxn1LX+ZODTAi/d8H9Bbg2lw1dj7LlnUNv0IiovNJbXAoSRRx5Gbu7UuHHVtU/jVtk4sNm1axc6OjowODiIcrk8/gkMwzAzjN3/9inA9dPgCtQHWAiJtr/73ITanGrZy7KcYRimOdt/8RO8cNVXGh+gFPrffC5mX/juCbXbqvxl9yeGYZgZjuzoSSgS5GmQ64Jqrsn+1N61D3vHMAzDtEJu3vy6bUIKSGV+4Hlw5g1M2/VZqWAYhpnh5E5+S5g2ljSZAO3Ahu1pqFkL9l3nGIZhmJYorTkKPW88K/wulTAF8aSfXjZno23Vmmm7PisVDMMwMxzVNw/F8z6C3CnnQvbMrtvvPvmnfdArhmEYZiIIITDvfR/Ckv/1r5j1jndDyGR1bYAweMd/Tdv1WalgGIZhIIvtsJetgcj5AYGWBQRpC/3K2wzDMMz+T+nwI1A+xmSMIqLwBxCgIH5uGuDsTwzDMEyIWrIaqOyCLBrlgmo1oK1vH/eKYRiGmQi5+QuhunpQ3fpSuE2Qh/ZjT5i2a7KlgmEYhgmRFkKFAgBg25CF3L7rEMMwDDNhqFaFu2souc3TqG17qcEZk4eVCoZhGCZEv7w58V0AoMHpm4QYhmGYqafy1+ehx8aSG5XCyKN/mbZrslLBMAzDhIh8CUaViOHk90lfGIZhmD3D6uqu36g1rK7pSxHOSgXDMAwTYi0/FrBsU7dCCAAC9uoT93W3GIZhmAng9PWj95y/MV+UBQiB/IJF6D7l9Gm7JgdqMwzDMCGyvQu5k/4G3l8fB3ku1OxFkF31aWYZhmGY/Zs5/+NilJavxMjjj8Lq7kbPaW+EzBem7XqsVDAMwzAJRLEM69Bj9nU3GIZhmEkghEDHq9aj41Xr98r12P2JYRiGYRiGYZhJwUoFwzAMwzAMwzCTgpUKhmEYhmEYhmEmBSsVDMMwDMMwDMNMClYqGIZhGIZhGIaZFKxUMAzDMAzDMAwzKVipYBiGYRiGYRhmUrBSwTAMwzAMwzDMpGClgmEYhmEYhmGYScFKBcMwDMMwDMMwk8La1x2YbogIALBr16593BOGYZiZQyBzAxk8WViWMwzD7BtalecHvVIxNDQEAJg/f/4+7gnDMMzMY2hoCB0dHVPSDsCynGEYZl8xnjwXNFXLSPspWmu8+OKLaG9vhxBiwufv2rUL8+fPx/PPP49yuTwNPdy/mcnjn8ljB3j8PP7JjZ+IMDQ0hLlz50LKyXvasiyfHDx+Hj+Pn8c/3fL8oLdUSCkxMDAw6XbK5fKM/EUMmMnjn8ljB3j8PP49H/9UWCgCWJZPDTx+Hj+Pn8e/J7QizzlQm2EYhmEYhmGYScFKBcMwDMMwDMMwk4KVinHI5XL4x3/8R+RyuX3dlX3CTB7/TB47wOPn8R9c4z/YxjNRePw8fh4/j3+6x3/QB2ozDMMwDMMwDDO9sKWCYRiGYRiGYZhJwUoFwzAMwzAMwzCTgpUKhmEYhmEYhmEmxYxUKjZu3IhXvOIVaG9vR39/P8466yw89thjiWP+7u/+DkuWLEGhUEBfXx/OPPNMPProo4ljhBB1Pz/84Q/35lAmTCtjDyAinH766RBC4IYbbkjse+655/CGN7wBxWIR/f39+NjHPgbXdffCCCbHVI3/QHz2QGvjP+mkk+rGdvHFFyeOOZiffyvjP5ifPwDcddddOPnkk1EqlVAul3HiiSdidHQ03P/yyy/j/PPPR7lcRmdnJ971rndh9+7de3MoAGa2LAdYnrM8Z3k+U+X5/irLZ6RScdttt+GSSy7B3XffjVtuuQW1Wg0bNmzA8PBweMzatWtx7bXX4pFHHsHNN98MIsKGDRvgeV6irWuvvRabNm0Kf84666y9PJqJ0crYA6688srMyrWe5+ENb3gDqtUqfve73+Hf//3fcd111+HTn/703hjCpJiK8QccaM8eaH38F110UWJsX/ziF8N9M+H5Nxt/wMH6/O+66y6cdtpp2LBhA37/+9/j3nvvxfvf//5EFdXzzz8fDz/8MG655Rb8/Oc/x+233473vOc9++V4DlZZDrA8Z3nO8nymyvP9VpYTQ1u3biUAdNtttzU85sEHHyQA9OSTT4bbANCPf/zjvdDD6aPR2P/4xz/SvHnzaNOmTXXjvPHGG0lKSZs3bw63feMb36ByuUyVSmVvdX1K2JPxEx0cz54oe/zr16+nSy+9tOE5B/vzH2/8RAf38z/uuOPoH/7hHxqe85e//IUA0L333htuu+mmm0gIQS+88MK09nc8ZrIsJ2J5zvKc5flMlef7iyyfkZaKNIODgwCA7u7uzP3Dw8O49tprccghh2D+/PmJfZdccgl6e3tx7LHH4jvf+Q7oAMvQmzX2kZERnHfeebjqqqswe/bsunPuuusurF69GrNmzQq3nXrqqdi1axcefvjh6e/0FLIn4w840J890Ph3//vf/z56e3uxatUqXH755RgZGQn3HezPH2g+/oCD8flv3boV99xzD/r7+3H88cdj1qxZWL9+Pe64447wnLvuugudnZ045phjwm2ve93rIKXEPffcs3cHkGImy3KA5TnLc5bnwMyU5/uLLLcmMYaDAq01PvShD+GEE07AqlWrEvuuvvpqfPzjH8fw8DCWL1+OW265BY7jhPuvuOIKnHzyySgWi/jVr36F973vfdi9ezc++MEP7u1h7BGNxn7ZZZfh+OOPx5lnnpl53ubNmxMCCED4ffPmzdPX4SlmT8cPHPjPHmg8/vPOOw8LFy7E3Llz8ac//Qmf+MQn8Nhjj+H6668HcPA///HGDxy8z/+pp54CAHzmM5/Bl770JRx55JH47ne/i9e+9rX485//jGXLlmHz5s3o7+9PtGVZFrq7u/fp85/Jshxgec7ynOX5TJXn+5Us3yP7xkHExRdfTAsXLqTnn3++bt/OnTvp8ccfp9tuu43OOOMMOvroo2l0dLRhW5/61KdoYGBgOrs7pWSN/Sc/+QktXbqUhoaGwm1ImQYvuugi2rBhQ6Kt4eFhAkA33njjtPd7qtjT8WdxoD17oua/+3FuvfXWhLvIwfz8s0iPP4uD5fnfeeedBIAuv/zyxLGrV6+mT37yk0RE9LnPfY4OPfTQuvb6+vro6quvnt5ON2Emy3Iilucsz1mez1R5vj/J8hmtVFxyySU0MDBATz311LjHVioVKhaL9IMf/KDhMT//+c8JAI2NjU1lN6eFRmO/9NJLSQhBSqnwBwBJKWn9+vVEZP7g1qxZkzjvqaeeIgD0hz/8YS+NYHJMZvxZHEjPnmhiv/u7d+8mAPTLX/6SiA7u559FevxZHCzPP3iO3/ve9xLb3/rWt9J5551HRETf/va3qbOzM7G/VquRUoquv/766e14A2ayLCdiec7ynOX5TJXn+5ssn5FKhdaaLrnkEpo7dy49/vjjLZ0zNjZGhUKBrr322obH/NM//RN1dXVNUS+nh/HGvmnTJnrooYcSPwDoq1/9avhLGwR2bdmyJTzvm9/8JpXL5f3+j3Aqxp/FgfDsifbsd/+OO+4gAPTggw8S0cH9/LNIjz+Lg+X5a61p7ty5dcF9Rx55ZLjiFQT33XfffeH+m2++eZ8Eas9kWU7E8pzlOcvzmSrP91dZPiOVive+973U0dFBv/nNb2jTpk3hz8jICBER/fd//zd9/vOfp/vuu4+effZZuvPOO+mMM86g7u7u8A/vpz/9KX3rW9+ihx56iJ544gm6+uqrqVgs0qc//el9ObRxGW/sWaTNxa7r0qpVq2jDhg30wAMP0C9/+Uvq6+urM7Ptj0zF+A/UZ080/viffPJJuuKKK+i+++6jp59+mn7yk5/Q4sWL6cQTTwzbOJiffyvjP5ifPxHRV77yFSqXy/SjH/2InnjiCfqHf/gHyufzCXeB0047jY466ii655576I477qBly5bRueeeu9+N52CW5UQsz1meszyfqfJ8f5XlM1KpAJD5E6xcvfDCC3T66adTf38/2bZNAwMDdN5559Gjjz4atnHTTTfRkUceSW1tbVQqlWjNmjV0zTXXkOd5+2hUrTHe2Budk/ZBfeaZZ+j000+nQqFAvb299JGPfIRqtdr0dn4KmIrxH6jPnmj88T/33HN04oknUnd3N+VyOVq6dCl97GMfo8HBwUQ7B+vzb2X8B/PzD9i4cSMNDAxQsVikdevW0W9/+9vE/u3bt9O5555LbW1tVC6X6Z3vfGfCb31vMZNlORHLc5bnLM9nqjzfX2W58DvHMAzDMAzDMAyzR3CdCoZhGIZhGIZhJgUrFQzDMAzDMAzDTApWKhiGYRiGYRiGmRSsVDAMwzAMwzAMMylYqWAYhmEYhmEYZlKwUsEwDMMwDMMwzKRgpYJhGIZhGIZhmEnBSgXDMAzDMAzDMJOClQqGGYeTTjoJH/rQhw6aa77jHe/AWWedNS1tMwzD7K+wLGeY6cXa1x1gGKae66+/HrZth98XLVqED33oQ3t9QmQYhmH2HJblzEyClQqG2Q/p7u7e111gGIZhJgnLcmYmwe5PDDMBduzYgQsuuABdXV0oFos4/fTT8cQTT4T7r7vuOnR2duLmm2/GihUr0NbWhtNOOw2bNm0Kj3FdFx/84AfR2dmJnp4efOITn8CFF16YMGPHTeYnnXQSnn32WVx22WUQQkAIAQD4zGc+gyOPPDLRvyuvvBKLFi0Kv3uehw9/+MPhtT7+8Y+DiBLnaK2xceNGHHLIISgUClizZg3+8z//c2puGMMwzH4Iy3KGmXpYqWCYCfCOd7wD9913H37605/irrvuAhHh9a9/PWq1WnjMyMgIvvSlL+F73/sebr/9djz33HP46Ec/Gu7/53/+Z3z/+9/HtddeizvvvBO7du3CDTfc0PCa119/PQYGBnDFFVdg06ZNiUltPP7lX/4F1113Hb7zne/gjjvuwMsvv4wf//jHiWM2btyI7373u7jmmmvw8MMP47LLLsPf/u3f4rbbbmv9xjAMwxxAsCxnmKmH3Z8YpkWeeOIJ/PSnP8Wdd96J448/HgDw/e9/H/Pnz8cNN9yAt7zlLQCAWq2Ga665BkuWLAEAvP/978cVV1wRtvO1r30Nl19+Od70pjcBAL7+9a/jxhtvbHjd7u5uKKXQ3t6O2bNnT6jPV155JS6//HKcffbZAIBrrrkGN998c7i/Uqng85//PH79619j3bp1AIDFixfjjjvuwDe/+U2sX79+QtdjGIbZ32FZzjDTAysVDNMijzzyCCzLwnHHHRdu6+npwfLly/HII4+E24rFYjgJAcCcOXOwdetWAMDg4CC2bNmCY489NtyvlMLatWuhtZ7S/g4ODmLTpk2J/lqWhWOOOSY0mz/55JMYGRnBKaeckji3Wq3iqKOOmtL+MAzD7A+wLGeY6YGVCoaZYuKZPgBACFHn+zoVSCnr2o2b7lth9+7dAIBf/OIXmDdvXmJfLpebXAcZhmEOYFiWM8zE4JgKhmmRFStWwHVd3HPPPeG27du347HHHsPKlStbaqOjowOzZs3CvffeG27zPA9/+MMfmp7nOA48z0ts6+vrw+bNmxOT0QMPPJC41pw5cxL9dV0X999/f/h95cqVyOVyeO6557B06dLEz/z581saE8MwzIEEy3KGmR7YUsEwLbJs2TKceeaZuOiii/DNb34T7e3t+OQnP4l58+bhzDPPbLmdD3zgA9i4cSOWLl2Kww47DF/72tewY8eOMBNIFosWLcLtt9+Ot73tbcjlcujt7cVJJ52El156CV/84hfx5je/Gb/85S9x0003oVwuh+ddeuml+MIXvoBly5bhsMMOw5e//GXs3Lkz3N/e3o6PfvSjuOyyy6C1xqte9SoMDg7izjvvRLlcxoUXXrhH94phGGZ/hWU5w0wPbKlgmAlw7bXXYu3atXjjG9+IdevWgYhw44031pnJm/GJT3wC5557Li644AKsW7cObW1tOPXUU5HP5xuec8UVV+CZZ57BkiVL0NfXB8Cstl199dW46qqrsGbNGvz+979PZCYBgI985CN4+9vfjgsvvBDr1q1De3t7GFQY8NnPfhaf+tSnsHHjRqxYsQKnnXYafvGLX+CQQw6ZwJ1hGIY5cGBZzjBTj6DpcBBkGKZltNZYsWIF3vrWt+Kzn/3svu4OwzAMswewLGdmOuz+xDB7mWeffRa/+tWvsH79elQqFXz961/H008/jfPOO29fd41hGIZpEZblDJOE3Z8YZi8jpcR1112HV7ziFTjhhBPw0EMP4de//jVWrFixr7vGMAzDtAjLcoZJwu5PDMMwDMMwDMNMCrZUMAzDMAzDMAwzKVipYBiGYRiGYRhmUrBSwTAMwzAMwzDMpGClgmEYhmEYhmGYScFKBcMwDMMwDMMwk4KVCoZhGIZhGIZhJgUrFQzDMAzDMAzDTApWKhiGYRiGYRiGmRSsVDAMwzAMwzAMMyn+f06tEp/1m3pNAAAAAElFTkSuQmCC", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# plot the \n", - "nrows,ncols = 2,2\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(8,8))\n", - "depth_idxs = [10,30,50,70]\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " depth_idx = depth_idxs[i*ncols+j]\n", - " axs[i,j].scatter(lon,lat,c=vs[:,depth_idx,1],cmap='coolwarm', s=10)\n", - " axs[i,j].set_title('')\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('longitude')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('latitude')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " axs[i,j].set_title(f'Depth: {int(vs[0,depth_idx,0])} km')\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# single station comparsion\n", - "plt.figure(figsize=(6,8))\n", - "for i in range(vs.shape[0]):\n", - " mask = vs[i,:,1] > 0\n", - " plt.step(vs[i,mask,1],vs[i,mask,0],where='post',c='k')\n", - "plt.gca().invert_yaxis()\n", - "plt.grid(linestyle='--',alpha=0.5)\n", - "plt.xlabel('Velocity (km/s)')\n", - "plt.ylabel('Depth (km)')\n", - "plt.title('Central and Western US')\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 2: Quality Control & Interpolation" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import sys\n", - "sys.path.append('../../../')\n", - "from SWIDP.process_1d_deep import *\n", - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "depth = vs[:,:,0]\n", - "vs = vs[:,:,1]" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(6803, 301)" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# -------------------------------------------------------\n", - "# interpolation\n", - "# -------------------------------------------------------\n", - "from scipy.interpolate import interp1d\n", - "max_depth = 300+0.1\n", - "depth_interp = np.concatenate([\n", - " np.arange(0, max_depth, 1)\n", - "])\n", - "vs_models = vs_interp = np.zeros((vs.shape[0],depth_interp.shape[0]))\n", - "for i in range(vs.shape[0]):\n", - " vs_temp = vs[i,:]\n", - " depth_temp = depth[i,:]\n", - " depth_interp_temp = depth_interp[:np.argmin(np.abs(depth_interp-depth_temp.max()))]\n", - " f = interp1d(depth_temp.reshape(-1),vs_temp,kind='nearest')\n", - " vs_temp = f(depth_interp_temp)\n", - " vs_interp[i,:len(vs_temp)] = vs_temp\n", - "vs_interp[:,len(vs_temp):] = vs_interp[:,len(vs_temp)-1].reshape(-1,1)\n", - "vs_interp.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " mask = vs[sta_idx]>0\n", - " axs[i,j].step(vs[sta_idx,mask],depth[sta_idx,mask],c='k')\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "b923b944fc754a6c85cb3ab96a83dc90", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/6803 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 3: Find the Moho " - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "f7427aee80de472f9abc67a73a515488", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/6803 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " moho_depth_idx = moho_idxs[sta_idx]\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].axhline(y = depth_interp[moho_depth_idx],color='r',linestyle='--')\n", - " axs[i,j].scatter(vs_interp_rm_sandwich[sta_idx,moho_depth_idx],depth_interp[moho_depth_idx],c='r',marker='x',s=100)\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 4: Perturbation the Moho depth and velocity" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "(100, 301)" - ] - }, - "execution_count": 27, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Generate perturbed models single\n", - "i = 2000\n", - "vs_orig = vs_interp_rm_sandwich[i]\n", - "# Find Moho\n", - "moho_idx = moho_idxs[i]\n", - "plt.figure()\n", - "plt.step(vs_orig,depth_interp,c='k')\n", - "plt.scatter(vs_orig[moho_idx],depth_interp[moho_idx],c='r',marker='x')\n", - "plt.axhline(y=depth_interp[moho_idx],color='r',linestyle='--')\n", - "\n", - "vs_perts = []\n", - "perturb_num = 100\n", - "random_seeds = np.random.randint(0,1000000,perturb_num)\n", - "for i in range(perturb_num):\n", - " # Generate perturbed profile\n", - " vs_pert, controle_node_t, controle_node_vs = augment_crust_moho_mantle(vs_orig, \n", - " depth_interp, \n", - " moho_idx, \n", - " vs_perturb_range=[-0.2,0.2],\n", - " crust_nodes_range=[3,8],\n", - " mantle_nodes_range=[8,12],\n", - " moho_shift_range=5,\n", - " gaussian_smooth_sigma=2,\n", - " return_nodes=True,\n", - " random_seed=random_seeds[i])\n", - " # plot the perturbed profile\n", - " plt.step(vs_pert,depth_interp,c='pink' if i !=0 else 'r',alpha=0.1 if i !=0 else 1, zorder=1 if i !=0 else 2)\n", - " # plt.scatter(controle_node_vs,controle_node_t,c='b',alpha=0.2)\n", - " vs_perts.append(vs_pert)\n", - "vs_perts = np.array(vs_perts)\n", - "plt.gca().invert_yaxis()\n", - "plt.show()\n", - "np.unique(vs_perts,axis=0).shape" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((6803, 301), (6803,))" - ] - }, - "execution_count": 28, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs_interp_rm_sandwich.shape,moho_idxs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "7773296bf3974d4cb9c2139f9cede222", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/6803 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs_interp_rm_sandwich))\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='k',label='original', linewidth=2)\n", - "\n", - " for k in range(perturb_num):\n", - " axs[i,j].step(aug_vs_list[k,sta_idx,:],depth_interp,c='r',label='perturbed' if k == 0 else None, linewidth=1)\n", - "\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 5: Dispersion Curve Forward Modeling" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "10b6834eaa2f42c7ae0c918411c01e10", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/40818 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vs_interp_rm_sandwich.shape[0])\n", - " \n", - " # velocity profile\n", - " for k in range(perturb_num+1):\n", - " axs[i,j*2].step(vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " linewidth=1 if k == 0 else 0.5,color='k' if k == 0 else 'r')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " for k in range(perturb_num+1):\n", - " axs[i,j*2+1].plot(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,1],\n", - " linewidth=1 if k==0 else 0.5,c='r' if k==0 else \"pink\", zorder=2 if k==0 else 1)\n", - " axs[i,j*2+1].plot(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " linewidth=1 if k==0 else 0.5,c='b' if k==0 else \"lightblue\", zorder=2 if k==0 else 1)\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig,axs = plt.subplots(1,2,figsize=(8,4))\n", - "\n", - "sta_idx = np.random.randint(0,vs_interp_rm_sandwich.shape[0])\n", - " \n", - "# velocity profile\n", - "for k in range(perturb_num+1):\n", - " axs[0].step(vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " linewidth=0.2,color='k' if k == 0 else 'silver')\n", - "axs[0].set_xticks([])\n", - "axs[0].set_yticks([])\n", - "axs[0].invert_yaxis()\n", - "\n", - "# dispersion curve\n", - "for k in range(perturb_num+1):\n", - " axs[1].scatter(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,1],\n", - " s=1,c='r' if k==0 else \"pink\", zorder=2 if k==0 else 1)\n", - " axs[1].scatter(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " s=1,c='b' if k==0 else \"lightblue\", zorder=2 if k==0 else 1)\n", - "axs[1].set_xticks([])\n", - "axs[1].set_yticks([])\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 35, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((40818, 301, 4), (40818, 300, 3))" - ] - }, - "execution_count": 35, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "phase_mask = np.sum(disp_data[:,:,1] == 0,axis=1)==0\n", - "group_mask = np.sum(disp_data[:,:,2] == 0,axis=1)==0\n", - "mask = phase_mask*group_mask\n", - "\n", - "vel_models = vel_models[mask,:,:]\n", - "disp_data = disp_data[mask,:,:]\n", - "\n", - "vel_models.shape,disp_data.shape" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "save_base_path = \"../../../Datasets/OpenSWI-deep/1s-100s-Aug\"\n", - "# Save processed data as compressed npz files\n", - "# np.savez_compressed(os.path.join(save_base_path, \"Central_and_Western_US_Shen2013_loc.npz\"),\n", - "# data=loc.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"Central_and_Western_US_Shen2013_model.npz\"),\n", - " data=vel_models.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"Central_and_Western_US_Shen2013_disp.npz\"),\n", - " data=disp_data.astype(np.float32))" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(array([73., 38., 31., 27., 22., 22., 27., 19., 22., 19.]),\n", - " array([ 1. , 10.9, 20.8, 30.7, 40.6, 50.5, 60.4, 70.3, 80.2,\n", - " 90.1, 100. ]),\n", - " )" - ] - }, - "execution_count": 22, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.hist(disp_data[0,:,0])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/14_Continental_China_Shen2016.ipynb b/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/14_Continental_China_Shen2016.ipynb deleted file mode 100644 index 4befea46782ed758b4f0c6560d0da0ef38a6c258..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-deep/1s-100s-Aug/14_Continental_China_Shen2016.ipynb +++ /dev/null @@ -1,1035 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Continental China\n", - "\n", - "Description of the Models:\n", - "- Location: E. Asia including China, Korean Peninsula, Sea of Japan and Japan;\n", - "- Stations: CEArray, China Array, Korean Seismic Network, NECESS Array, PASSCAL array, and KNET.\n", - "- Data: Rayleigh wave phase and group measurements.\n", - "- Tomography: Ambient Noise: ray theory (Barmin et al., 2001), 8-50 sec\n", - "- Earthquakes: Eikonal/Helmholtz tomography for phase velocity in certain areas, 30-70 sec.\n", - "- Parameterization: 1 gradient sedimentary layer, 5 cubic B-splines in the crystalline crust, 5 cubic B-\n", - "splines in the mantle. For offshore regions, 1 water layer is at the top of the solid earth.\n", - "- Inversion: Monte Carlo model space sampling.\n", - "- Forward code: Herrmann\n", - "- Moho: Variable\n", - "- Format of Vs model file: China_2015_Vs_v1.0.tar\n", - "- The resulting model appears in directory China_2015_Vs_v1.0 separately as a set of 1-D models\n", - "for each grid point. At each location the model is not the original model file from the inversion\n", - "that is parameterized in gradient layers and B-splines, **but interpolated at regular depth points**.\n", - "\n", - "Example of Source Data:\n", - "- For example, there is file 110_40.mod, for (lat, lon) = (40, 110). The first few kms look as\n", - "follows:\n", - " - Depth from Surface(km) Vs(km/sec) Uncertainty of Vs(km/sec)\n", - " ```\n", - " 0 1.56997 0.477791\n", - " 0.5 2.04501 0.335994\n", - " 1 2.93673 0.177576\n", - " 1.5 3.02941 0.170671\n", - " 2 3.108 0.186244\n", - " 2.5 3.14888 0.163531\n", - " ```\n", - "\n", - "Reference\n", - "- Shen, W., Ritzwoller, M. H., Kang, D., Kim, Y., Lin, F.-C., Ning, J., Wang, W., Zheng, Y., & Zhou, L. (2016). A seismic reference model for the crust and uppermost mantle beneath china from surface wave dispersion. Geophysical Journal International, 206(2), 954–979. https://doi.org/10.1093/gji/ggw175\n", - "\n", - "\n", - "Pages: \n", - "- http://ds.iris.edu/ds/products/emc-us2016\n", - "- http://ciei.colorado.edu/DispMaps/" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step0: Downloading & Loading the Source Datasets" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import numpy as np\n", - "import os\n", - "import matplotlib.pyplot as plt" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 1: Velocity Profile Extracting\n", - "1. Extracting\n", - "2. De-duplicating" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(4527, '100.5_23.mod')" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data_path = \"../../../Datasets/Original/OpenSWI-deep/Shen2016_china/China_2015_Vs_v1.0\"\n", - "files = os.listdir(data_path)\n", - "len(files),files[0]" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_1354068/183684253.py:5: UserWarning: loadtxt: input contained no data: \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/Original/OpenSWI-deep/Shen2016_china/China_2015_Vs_v1.0/100.5_44.5.mod\"\n", - " data = np.loadtxt(os.path.join(data_path,file))\n", - "/tmp/ipykernel_1354068/183684253.py:5: UserWarning: loadtxt: input contained no data: \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/Original/OpenSWI-deep/Shen2016_china/China_2015_Vs_v1.0/102_47.mod\"\n", - " data = np.loadtxt(os.path.join(data_path,file))\n", - "/tmp/ipykernel_1354068/183684253.py:5: UserWarning: loadtxt: input contained no data: \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/Original/OpenSWI-deep/Shen2016_china/China_2015_Vs_v1.0/102.5_47.mod\"\n", - " data = np.loadtxt(os.path.join(data_path,file))\n", - "/tmp/ipykernel_1354068/183684253.py:5: UserWarning: loadtxt: input contained no data: \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/Original/OpenSWI-deep/Shen2016_china/China_2015_Vs_v1.0/99.5_46.5.mod\"\n", - " data = np.loadtxt(os.path.join(data_path,file))\n", - "/tmp/ipykernel_1354068/183684253.py:5: UserWarning: loadtxt: input contained no data: \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/Original/OpenSWI-deep/Shen2016_china/China_2015_Vs_v1.0/99.5_47.mod\"\n", - " data = np.loadtxt(os.path.join(data_path,file))\n", - "/tmp/ipykernel_1354068/183684253.py:5: UserWarning: loadtxt: input contained no data: \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/Original/OpenSWI-deep/Shen2016_china/China_2015_Vs_v1.0/100.5_46.5.mod\"\n", - " data = np.loadtxt(os.path.join(data_path,file))\n", - "/tmp/ipykernel_1354068/183684253.py:5: UserWarning: loadtxt: input contained no data: \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/Original/OpenSWI-deep/Shen2016_china/China_2015_Vs_v1.0/100.5_47.mod\"\n", - " data = np.loadtxt(os.path.join(data_path,file))\n", - "/tmp/ipykernel_1354068/183684253.py:5: UserWarning: loadtxt: input contained no data: \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/Original/OpenSWI-deep/Shen2016_china/China_2015_Vs_v1.0/101_47.mod\"\n", - " data = np.loadtxt(os.path.join(data_path,file))\n", - "/tmp/ipykernel_1354068/183684253.py:5: UserWarning: loadtxt: input contained no data: \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/Original/OpenSWI-deep/Shen2016_china/China_2015_Vs_v1.0/101.5_47.mod\"\n", - " data = np.loadtxt(os.path.join(data_path,file))\n", - "/tmp/ipykernel_1354068/183684253.py:5: UserWarning: loadtxt: input contained no data: \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/Original/OpenSWI-deep/Shen2016_china/China_2015_Vs_v1.0/113.5_46.5.mod\"\n", - " data = np.loadtxt(os.path.join(data_path,file))\n", - "/tmp/ipykernel_1354068/183684253.py:5: UserWarning: loadtxt: input contained no data: \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/Original/OpenSWI-deep/Shen2016_china/China_2015_Vs_v1.0/100_47.mod\"\n", - " data = np.loadtxt(os.path.join(data_path,file))\n" - ] - }, - { - "data": { - "text/plain": [ - "((4516, 2), (4516, 400, 2))" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# reading the given vs and depth\n", - "temp_loc,temp_data = [],[]\n", - "max_len = 0\n", - "for file in files:\n", - " data = np.loadtxt(os.path.join(data_path,file))\n", - " if len(data)>0:\n", - " file = file.replace(\".mod\",\"\").split(\"_\")\n", - " lon,lat = float(file[0]),float(file[1])\n", - " temp_loc.append([lon,lat])\n", - " temp_data.append(data[:,:2])\n", - " max_len = np.max([max_len,data.shape[0]])\n", - "vs = np.ones(((len(temp_data),max_len,2)))*-1\n", - "for i,data in enumerate(temp_data):\n", - " vs[i,:len(data),:] = data\n", - " vs[i,len(data):,:] = vs[i,len(data)-1,:]\n", - "loc = np.array(temp_loc)\n", - "vs = np.array(vs)\n", - "lon,lat = loc[:,0],loc[:,1]\n", - "loc.shape,vs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# plot the \n", - "nrows,ncols = 2,2\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(12,8))\n", - "depth_idxs = [50,100,200,300]\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " depth_idx = depth_idxs[i*ncols+j]\n", - " axs[i,j].scatter(lon,lat,c=vs[:,depth_idx,1],cmap='coolwarm', s=10)\n", - " axs[i,j].set_title('')\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('longitude')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('latitude')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " axs[i,j].set_title(f'Depth: {int(vs[0,depth_idx,0])} km')\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# single station comparsion\n", - "plt.figure(figsize=(6,8))\n", - "for i in range(vs.shape[0]):\n", - " mask = vs[i,:,1] > 0\n", - " plt.step(vs[i,mask,1],vs[i,mask,0],where='post',c='k')\n", - "plt.gca().invert_yaxis()\n", - "plt.grid(linestyle='--',alpha=0.5)\n", - "plt.xlabel('Velocity (km/s)')\n", - "plt.ylabel('Depth (km)')\n", - "plt.title('Central and Western US')\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 2: Quality Control & Interpolation" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import sys\n", - "sys.path.append('../../../')\n", - "from SWIDP.process_1d_deep import *\n", - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "depth = vs[:,:,0]\n", - "vs = vs[:,:,1]" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(4516, 301)" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# -------------------------------------------------------\n", - "# interpolation\n", - "# -------------------------------------------------------\n", - "from scipy.interpolate import interp1d\n", - "max_depth = 300+0.1\n", - "depth_interp = np.concatenate([\n", - " np.arange(0, max_depth, 1)\n", - "])\n", - "vs_models = vs_interp = np.zeros((vs.shape[0],depth_interp.shape[0]))\n", - "for i in range(vs.shape[0]):\n", - " vs_temp = vs[i,:]\n", - " depth_temp = depth[i,:]\n", - " depth_interp_temp = depth_interp[:np.argmin(np.abs(depth_interp-depth_temp.max()))]\n", - " f = interp1d(depth_temp.reshape(-1),vs_temp,kind='nearest')\n", - " vs_temp = f(depth_interp_temp)\n", - " vs_interp[i,:len(vs_temp)] = vs_temp\n", - "vs_interp[:,len(vs_temp):] = vs_interp[:,len(vs_temp)-1].reshape(-1,1)\n", - "vs_interp.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " mask = vs[sta_idx]>0\n", - " axs[i,j].step(vs[sta_idx,mask],depth[sta_idx,mask],c='k')\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "5cb9e516030d46deac95624f713588d7", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/4516 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 3: Find the Moho " - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "783fe28280af4ab9b9a639c8a2a8d6a0", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/4516 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " moho_depth_idx = moho_idxs[sta_idx]\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].axhline(y = depth_interp[moho_depth_idx],color='r',linestyle='--')\n", - " axs[i,j].scatter(vs_interp_rm_sandwich[sta_idx,moho_depth_idx],depth_interp[moho_depth_idx],c='r',marker='x',s=100)\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 4: Perturbation the Moho depth and velocity" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "(100, 301)" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Generate perturbed models single\n", - "i = 2000\n", - "vs_orig = vs_interp_rm_sandwich[i]\n", - "# Find Moho\n", - "moho_idx = moho_idxs[i]\n", - "plt.figure()\n", - "plt.step(vs_orig,depth_interp,c='k')\n", - "plt.scatter(vs_orig[moho_idx],depth_interp[moho_idx],c='r',marker='x')\n", - "plt.axhline(y=depth_interp[moho_idx],color='r',linestyle='--')\n", - "\n", - "vs_perts = []\n", - "perturb_num = 100\n", - "random_seeds = np.random.randint(0,1000000,perturb_num)\n", - "for i in range(perturb_num):\n", - " # Generate perturbed profile\n", - " vs_pert, controle_node_t, controle_node_vs = augment_crust_moho_mantle(vs_orig, \n", - " depth_interp, \n", - " moho_idx, \n", - " vs_perturb_range=[-0.2,0.2],\n", - " crust_nodes_range=[3,8],\n", - " mantle_nodes_range=[8,12],\n", - " moho_shift_range=5,\n", - " gaussian_smooth_sigma=2,\n", - " return_nodes=True,\n", - " random_seed=random_seeds[i])\n", - " # plot the perturbed profile\n", - " plt.step(vs_pert,depth_interp,c='pink' if i !=0 else 'r',alpha=0.1 if i !=0 else 1, zorder=1 if i !=0 else 2)\n", - " # plt.scatter(controle_node_vs,controle_node_t,c='b',alpha=0.2)\n", - " vs_perts.append(vs_pert)\n", - "vs_perts = np.array(vs_perts)\n", - "plt.gca().invert_yaxis()\n", - "plt.show()\n", - "np.unique(vs_perts,axis=0).shape" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((4516, 301), (4516,))" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs_interp_rm_sandwich.shape,moho_idxs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "6d921603882349c7bbfce5dc2267fe52", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/4516 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs_interp_rm_sandwich))\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='k',label='original', linewidth=2)\n", - "\n", - " for k in range(perturb_num):\n", - " axs[i,j].step(aug_vs_list[k,sta_idx,:],depth_interp,c='r',label='perturbed' if k == 0 else None, linewidth=1)\n", - "\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 5: Dispersion Curve Forward Modeling" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "e6c2a80784504506b352ff10db0cb1c1", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/27096 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vs_interp_rm_sandwich.shape[0])\n", - " \n", - " # velocity profile\n", - " for k in range(perturb_num+1):\n", - " axs[i,j*2].step(vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " linewidth=1 if k == 0 else 0.5,color='k' if k == 0 else 'r')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " for k in range(perturb_num+1):\n", - " axs[i,j*2+1].plot(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,1],\n", - " linewidth=1 if k==0 else 0.5,c='r' if k==0 else \"pink\", zorder=2 if k==0 else 1)\n", - " axs[i,j*2+1].plot(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " linewidth=1 if k==0 else 0.5,c='b' if k==0 else \"lightblue\", zorder=2 if k==0 else 1)\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((4516, 2), (27096, 301, 4), (27096, 300, 3))" - ] - }, - "execution_count": 27, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "phase_mask = np.sum(disp_data[:,:,1] == 0,axis=1)==0\n", - "group_mask = np.sum(disp_data[:,:,2] == 0,axis=1)==0\n", - "mask = phase_mask*group_mask\n", - "\n", - "# loc = loc[mask,:]\n", - "vel_models = vel_models[mask,:,:]\n", - "disp_data = disp_data[mask,:,:]\n", - "loc.shape,vel_models.shape,disp_data.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig,axs = plt.subplots(1,2,figsize=(8,4))\n", - "\n", - "sta_idx = np.random.randint(0,vs_interp_rm_sandwich.shape[0])\n", - " \n", - "# velocity profile\n", - "for k in range(perturb_num+1):\n", - " axs[0].step(vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " vel_models[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " linewidth=0.2,color='k' if k == 0 else 'silver')\n", - "axs[0].set_xticks([])\n", - "axs[0].set_yticks([])\n", - "axs[0].invert_yaxis()\n", - "\n", - "# dispersion curve\n", - "for k in range(perturb_num+1):\n", - " axs[1].scatter(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,1],\n", - " s=1,c='r' if k==0 else \"pink\", zorder=2 if k==0 else 1)\n", - " axs[1].scatter(disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,0],\n", - " disp_data[k*vs_interp_rm_sandwich.shape[0]+sta_idx][:,2],\n", - " s=1,c='b' if k==0 else \"lightblue\", zorder=2 if k==0 else 1)\n", - "axs[1].set_xticks([])\n", - "axs[1].set_yticks([])\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "save_base_path = \"../../../Datasets/OpenSWI-deep/1s-100s-Aug\"\n", - "# Save processed data as compressed npz files\n", - "# np.savez_compressed(os.path.join(save_base_path, \"Continantle_China_Shen2016_loc.npz\"),\n", - "# data=loc.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"Continental_China_Shen2016_model.npz\"),\n", - " data=vel_models.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"Continental_China_Shen2016_disp.npz\"),\n", - " data=disp_data.astype(np.float32))" - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(array([64., 33., 28., 24., 30., 25., 20., 25., 24., 27.]),\n", - " array([ 1. , 10.9, 20.8, 30.7, 40.6, 50.5, 60.4, 70.3, 80.2,\n", - " 90.1, 100. ]),\n", - " )" - ] - }, - "execution_count": 29, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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4.5413 -300.0000 4.5413 diff --git a/Datasets-Construction/OpenSWI-deep/1s-100s-Base/01_CSEM_Eastmed.ipynb b/Datasets-Construction/OpenSWI-deep/1s-100s-Base/01_CSEM_Eastmed.ipynb deleted file mode 100644 index 38d6336a004bf99b8fa78a14da8362851c6c8ead..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-deep/1s-100s-Base/01_CSEM_Eastmed.ipynb +++ /dev/null @@ -1,664 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Eastern Mediterranean part of the Collaborative Seismic Earth Model\n", - "Details of the dataset:\n", - "\n", - "- Name: \tCSEM_Eastmed\n", - "- Title: \tEastern Mediterranean part of the Collaborative Seismic Earth Model(version 2019.12.01)\n", - "- Type:\t3-D Tomography Earth Model\n", - "- Sub Type: \tSH velocity, SV velocity\n", - "- Year\t2019\n", - "\n", - "Author(s):\t\n", - "- Andreas Fichtner\n", - " - ETH Zurich\n", - " - Zurich, Switzerland\n", - "\n", - "- Yesim Cubuk-Sabuncu\n", - " - Icelandic Meteorological Service\n", - " - Reykjavik, Iceland\n", - "\n", - "- Nienke Blom\n", - " - University of Cambridge\n", - " - Cambridge, UK\n", - "\n", - "- Alexey Gokhberg\n", - " - ETH Zurich\n", - " - Department of Earth Sciences\n", - " - Zurich, Switzerland\n", - "\n", - "Reference(s):\t\n", - "- Blom, N. and Gokhberg, A. and Fichtner, A., 202. Seismic waveform tomography of the central and eastern Mediterranean upper mantle. Andreas.Solid Earth; Gottingen Vol. 11, Iss. 2, (2020): 669-690. doi:10.5194/se-11-669-2020\n", - "\n", - "- Cubuk-Sabuncu, Y., Taymaz, T., Fichtner, A., 2017. 3-D crustal velocity structure of western Turkey: constraints from full-waveform tomography, Physics of the Earth and Planetary Interiors 270, 90-112.\n", - "\n", - "- Fichtner, A., Trampert, J., Cupillard, P., Saygin, E., Taymaz, T., Capdeville, Y., Villasenor, A., 2013. Multi-scale full waveform inversion. Geophysical Journal International 194, 534-556.\n", - "\n", - "- Fichtner, A., Bunge, H.-P., Igel, H., 2006. The adjoint method in seismology - I. Theory. Physics of the Earth and Planetary Interiors 157, 86-104.\n", - "\n", - "- Fichtner, A., Trampert, J., Cupillard, P., Saygin, E., Taymaz, T., Capdeville, Y., Villasenor, A., 2013. Multi-scale full waveform inversion. Geophysical Journal International 194, 534-556.\n", - "\n", - "- Fichtner, A., van Herwaarden, D.-P., Afanasiev, M., Simute, S., Krischer, L., Cubuk-Sabuncu, Y., Taymaz, T., Colli, L., Saygin, E., Villasenor, A., Trampert, J., Cupillard, P., Bunge, H.-P., Igel, H., 2018. The Collaborative Seismic Earth Model: Generation I. Geophysical Research Letters 45, doi:10.1029/2018GL077338.\n", - "\n", - "\n", - "DOI:\tdoi:10.17611/DP/18027082\n", - "\n", - "Depth Coverage:\t0.0 - 400.0 km\n", - "\n", - "Areal Coverage:\tLatitude: 30.0 to 45.2 Longitude: 12.0 to 45.0\n", - "\n", - "Model Description\t\n", - "- CSEM_Eastmed (V. 2019.12.01) is the Eastern Mediterranean part of the Collaborative Seismic Earth Model (CSEM, Fichtner et al., 2018). It has been constructed using multi-scale full seismic waveform inversion, combining spectral-element waveform modelling and adjoint techniques, as described in Fichtner et al. (2006, 2009). This submodel has been extracted from the variable-parameterisation CSEM onto a regular grid, readable by EMC tools. While having regional contributions from various sub-inversions, the structure in this model is dominated by the full-waveforms inversion described in Fichtner et al. (2013), Cubuk-Sabuncu et al. (2017), and Blom et al. (2020).\n", - "\n", - "Data Set Description\n", - "- Since the datasets included in the CSEM are too heterogeneous for a brief description, please see Fichtner et al. (2018) for details.\n", - "\n", - "Web Page\n", - "- [cos.ethz.ch/research/CSEM.html](https://ds.iris.edu/spud/earthmodel/18027082)\n", - "\n", - "EMC Page\n", - "- [ds.iris.edu/ds/products/emc-csem_eastmed/](https://ds.iris.edu/spud/earthmodel/18027082)\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step0: Downloading & Loading the Source Datasets" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "KeysView(\n", - "Dimensions: (latitude: 77, longitude: 166, depth: 81)\n", - "Coordinates:\n", - " * latitude (latitude) float32 30.0 30.2 30.4 30.6 ... 44.6 44.8 45.0 45.2\n", - " * longitude (longitude) float32 12.0 12.2 12.4 12.6 ... 44.4 44.6 44.8 45.0\n", - " * depth (depth) float32 0.0 5.0 10.0 15.0 ... 385.0 390.0 395.0 400.0\n", - "Data variables:\n", - " vsv (depth, latitude, longitude) float32 ...\n", - " vsh (depth, latitude, longitude) float32 ...\n", - "Attributes: (12/31)\n", - " title: Collaborative Seismic Earth Model (CSEM) -...\n", - " id: csem_eastmed\n", - " summary: CSEM extraction of the Eastern Mediterrane...\n", - " keywords: Collaborative Seismic Earth Model, multi-s...\n", - " Conventions: CF-1.0\n", - " Metadata_Conventions: Unidata Dataset Discovery v1.0\n", - " ... ...\n", - " author_email: andreas.fichtner@erdw.ethz.ch\n", - " author_institution: ETH Zurich, Zurich, Switzerland\n", - " author_url: https://cos.ethz.ch/research/CSEM.html\n", - " repository_name: EMC\n", - " repository_institution: IRIS DMC\n", - " repository_pid: doi:10.17611/dp/emccsemeastmed20191201)\n" - ] - } - ], - "source": [ - "import xarray as xr\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "data_path = \"../../..//Datasets/Original/OpenSWI-deep/csem-eastmed-2019.12.01.nc\"\n", - "\n", - "# load the .nc file\n", - "data = xr.open_dataset(data_path)\n", - "\n", - "# print the keys of the dataset\n", - "print(data.keys())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 1: Velocity Profile Extracting\n", - "1. Extracting\n", - "2. De-duplicating" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(77,) (166,) (81,) (81, 77, 166) (81, 77, 166)\n" - ] - } - ], - "source": [ - "latitude = np.array(data['latitude'].values)\n", - "longitude = np.array(data['longitude'].values)\n", - "\n", - "depth = np.array(data['depth'].values)\n", - "vsv = np.array(data['vsv'].values)\n", - "vsh = np.array(data['vsh'].values)\n", - "\n", - "LON,LAT = np.meshgrid(longitude,latitude)\n", - "\n", - "\n", - "# print the shape of the dataset\n", - "print(latitude.shape,longitude.shape,depth.shape,vsv.shape,vsh.shape)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# average the vsv and vsh\n", - "vs = np.sqrt(vsv*vsh)\n", - "\n", - "# plot the vs\n", - "fig,axs = plt.subplots(1,3,figsize=(12,4))\n", - "axs[0].pcolormesh(LON,LAT,vsv[4,:,:],cmap='seismic')\n", - "axs[0].set_title('vs')\n", - "axs[0].set_xlabel('longitude')\n", - "axs[0].set_ylabel('latitude')\n", - "axs[1].pcolormesh(LON,LAT,vsh[4,:,:],cmap='seismic')\n", - "axs[1].set_title('vsh')\n", - "axs[1].set_xlabel('longitude')\n", - "axs[1].set_ylabel('latitude')\n", - "axs[2].pcolormesh(LON,LAT,vs[4,:,:],cmap='seismic')\n", - "axs[2].set_title('vs')\n", - "axs[2].set_xlabel('longitude')\n", - "axs[2].set_ylabel('latitude')\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# single station comparsion\n", - "fig,axs = plt.subplots(1,3,figsize=(12,4))\n", - "axs[0].step(vsv[:,0,0],depth)\n", - "axs[0].set_title('vsv')\n", - "axs[0].set_xlabel('vsv')\n", - "axs[0].invert_yaxis()\n", - "axs[1].step(vsh[:,0,0],depth)\n", - "axs[1].set_title('vsh')\n", - "axs[1].set_xlabel('vsh')\n", - "axs[1].invert_yaxis()\n", - "axs[2].step(vs[:,0,0],depth)\n", - "axs[2].set_title('vs')\n", - "axs[2].set_xlabel('vs')\n", - "axs[2].invert_yaxis()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 2: Quality Control & Interpolation\n", - "\n", - "1. interpolation\n", - "\n", - "2. rationalizing (remove the thin layers)\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import sys\n", - "sys.path.append('../../../')\n", - "from SWIDP.process_1d_deep import *\n", - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(81, 12782)" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(12782, 81)" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs = vs.reshape(vs.shape[0],-1).T\n", - "vs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [], - "source": [ - "# -------------------------------------------------------\n", - "# interpolation\n", - "# -------------------------------------------------------\n", - "from scipy.interpolate import interp1d\n", - "max_depth = 300+0.1\n", - "depth_interp = np.concatenate([\n", - " np.arange(0, max_depth, 1)\n", - "])\n", - "vs_models = vs_interp = np.zeros((vs.shape[0],depth_interp.shape[0]))\n", - "for i in range(vs.shape[0]):\n", - " vs_temp = vs[i,:]\n", - " depth_interp_temp = depth_interp[:np.argmin(np.abs(depth_interp-depth.max()))]\n", - " f = interp1d(depth.reshape(-1),vs_temp,kind='nearest')\n", - " vs_temp = f(depth_interp_temp)\n", - " vs_interp[i,:len(vs_temp)] = vs_temp\n", - "vs_interp[:,len(vs_temp):] = vs_interp[:,len(vs_temp)-1].reshape(-1,1)" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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lY+PHj0dxcbE8YZPSzhc5kLJCs2bN8PDDD+PLL7/EiRMn0LRpU5MZQqqbDWnjxo2IiYnBpk2bMHnyZIwYMQJDhw6Vr2TXR3R0NM6fP4/i4mKT7X/99ZfF/bdt24YVK1bgiSeeQGhoKKZMmVLrgrj2kJCQAAD47bffTLafO3cOZ86ckR8/deoUAGDs2LFo3bq1/HX27Fn89NNPaN26NT766COHt9edMJemTp06hStXrqBfv34mGQIqO/PWrVvjhx9+MPmZxx9/HKtWrcKSJUtw1113WXzehIQEpKammh3M9u3bB7VabTZA8vHxQUJCAvr164fAwEB5kd+hQ4fW6X0pAbPmPJcvX8bo0aORnp6OLVu2IDY21tVNUiRm0tSFCxdw9epVVFRUmD125coV6PV6i4999tlnEELUu6wvOzsbAMxeQwiBiooKRf6tOQJzaaoux+WqDGXxhjtzSjtf5ECqBhUVFWa3VMPCwtC8eXOTUh+NRmPx1quhFMO4jnTfvn3Yu3dvvdt288034+rVq0hKSjJpr6GMyFh+fj7uv/9+9OrVC6+++ipWrFiB1NRUvPrqqyb71WU6y9p06tQJHTp0wAcffGDSwSYlJUGSJIwfPx4AMGTIEGzevNnsKzQ0FD169MDmzZsxevRou7XLnTGXlk2cONFihgzt2rx5M66//np5/zfeeAP//ve/8cwzz9RY9jJ+/HhkZ2dj06ZN8ra8vDx8/vnnGD16dI312bm5uXj99dfRpUsXtxxIMWvOVVFRgTvvvBN79+7F559/jj59+rikHUrGTFoWFhaGRo0aYfPmzSZ3noqLi/HNN9+gQ4cOFmdLW7duHaKiotC/f39b364JwwWl9evXm2z/+uuvodPp0LVr13o9v9Ixl5bZclzOy8uz+LmrFStWAPjf7M9KO1/kZBM1KCoqQmRkJMaPH4/4+Hj56vL+/fvx5ptvyvt1794dGzZswLx589CzZ08EBgZi9OjRuOWWW7Bp0ybcfvvtGDVqFE6cOIH33nsPsbGxZlcGbDV69Gj069cPTz31FDIzMxEbG4tNmzZZ/AOdPXs2Lly4gB9//BE+Pj4YOXIk7r//frz88su49dZbER8fD6ByOsvBgwdjwYIFeOGFF2p8/YKCAvmP0HDLftmyZWjUqBEaNWqEmTNnyvu+8cYbGDNmDIYPH46JEyfi6NGjWLZsGe6//3507NgRABAVFYWoqCiz15kzZw7Cw8Nx2223mWzftWsXdu3aBaDyZFWn0+Hll18GUFledcMNN8j7Llu2DPn5+Th37hwAyFOzAsCsWbMQHBxc43tVGubSsg4dOqBDhw4WH2vdurVJhjZv3ownnngC7dq1Q8eOHfHpp5+a7D9s2DB5PZTx48ejd+/euPfee3Hs2DGEhIRg+fLlqKiowIsvvmjycwMHDkSfPn3Qtm1bZGVl4YMPPkBxcTG2bNli1TpCSsOsVc+WPtDa/urRRx/F119/jdGjR+PixYtmuZw0aZL875MnT2LNmjUA/nfH3/Cc0dHRmDx5srzvN998g0OHDgGovDtx+PBhed8xY8agS5cuNb5XJWEmLfPx8cFjjz2G+fPno3fv3rjnnntQUVGBlStX4syZM2ZZAoCjR4/i8OHDeOqpp6q9U2JtzkePHo1OnTph4cKFOHnypDzZxLJly9CsWTPcd999Nv0u3Q1zaZktx+VPP/0U7733Hm677TbExMSgqKgI33//PbZv347Ro0fLpfe2ni86nNPnCXQjZWVl4vHHHxfx8fFCq9UKjUYj4uPjxfLly032Ky4uFv/6179Eo0aNBAB52km9Xi9effVVER0dLfz8/ETXrl3Fli1bzKamtIaln7lw4YKYPHmyCAoKEsHBwWLy5MkiLS3NZDrLr776SgAQb775psnPFhYWiujoaBEfHy/Ky8uFELZNZ2lYEdvSl6X3tnnzZpGQkCD8/PxEZGSkmD9/vvy6NaluOssFCxZU+/pV2x8dHV3tvtZMV6w0zKVtYGGa1ZryA0D8/PPPJvtfvHhR3HfffaJp06ZCrVaLgQMHiv3795u91ty5c0VMTIzw8/MToaGh4l//+pf4559/6tRuJWDWqmdLH2htfzVw4MAac2nM0FZLX1WnV58yZUq1+7rbchDMZM3Wrl0revXqJRo1aiQCAgLE9ddfLzZu3GhxX8PSDJamljawJecXL14Uc+fOFe3btxd+fn4iJCRETJw4UWRkZFjVdnfGXNrG0nF5//794o477hBRUVHCz89PaDQa0a1bN/HWW2+JK1eu1Pqcrpr+XBJCQXO9EhERERERuQH3qzUhIiIiIiJyMX5GysUuXrxocUpSAx8fH4SGhjqxRUTMJTkPs0ZKw0ySEjGXysTSPhcbNGgQdu7cWe3j0dHR8pz7RM7CXJKzMGukNMwkKRFzqUwcSLnYgQMHcOnSpWofDwgIQL9+/ZzYIiLmkpyHWSOlYSZJiZhLZeJAioiIiIiIyEacbIKIiIiIiMhGnGwCgF6vx7lz56DVaqtdlI68ixACRUVFaN68ucMXUmX+qCrmj1yNGSRXYv7I1azNIAdSAM6dO4eWLVu6uhmkQKdPn0ZkZKRDX4P5o+owf+RqzCC5EvNHrlZbBjmQAqDVagFU/rKCgoJc3BpSgsLCQrRs2VLOhiMxf1QV80euxgySKzF/5GrWZtBjBlLvvvsu3njjDWRlZSE+Ph5Lly5Fr169rPpZw63coKAg/hGRCWfc5mf+qDrMH7kaM0iuxPyRq9WWQY+YbGLDhg2YN28eFixYgNTUVMTHx2PEiBHIyclxddOIiIiIiMgDecRA6q233sIDDzyAe++9F7GxsXjvvfegVqvx0Ucf1fk5hV4PXU4OdDk5EHq9HVtLVH/MJzkLs0auwNyRKzF/ZC23L+0rLy/HgQMH8PTTT8vbVCoVhg4dir1791r8mbKyMpSVlcnfFxYWmu1TkpcHTXg4AECXnQ1NWJidW07eypr81UaXk4PAZs0q/818kg1szR/7QrI3HoPJlZg/sie3vyOVl5eHiooKhF8LvEF4eDiysrIs/syiRYsQHBwsf3G2FnKmOudPCECngygqwoVWrRzaRvJcVufvWt6g0zm3geTxbO4DDTm05ksI57wJcls8ByR7cvuBVF08/fTTKCgokL9Onz7t6iaRF6lT/oSA6N8fCAyEFBSE6GtX0/4MCIA6JMTBLSZPYlX+jPKmiYlxfiPJo9naB2piYoDAQKu+xIABHExRjXgOSPbk9qV9ISEh8PHxQXZ2tsn27OxsREREWPwZPz8/+Pn5Wf0aJbm5UIeEQHLwonDkHWzNn9DrUXLyJDR79phsTwPQLiuLuSSbWJM/odNBqpK3FABd1WoHtoy8hVV9oFqNFAD9bXxuafdu6DIzAY2mjq2rGc8F3F9djsFE1XH7gVTDhg3RvXt37NixA7fddhuAylWqd+zYgZkzZ9rlNUI7d0a6RoN258+bdqBqNcBVsMlRhIAoLsbxZs3Q3qi8KgyADkDXvn2R7IQ1Nsj7lJSUwHAaegZAdwBdevfGD0DNpX7sE8lO1BoNnurbF2lVBvTV0QAwzNPryLuoFs8FjPFvwONcaNUKmtxcSIGB/L8lM24/kAKAefPmYcqUKejRowd69eqFt99+GzqdDvfee2+dn1MdEoLDWi26FBUBQOWJbJX1BUS/fpCSk/mHRfZ3rbRK2rMH7Y02p2k0yLh2EFer1U5ZY4O8jzokBH8GBKBDaSkiAWQDwC+/ALUM3Nknkr1IkoTklBSUlJRYtb/Q65HWrBm6OvgzfZbOBUzawb8Bj2DcB0aXlQFBQfy/JYs8YiB15513Ijc3F88//zyysrKQkJCAbdu2mU1AYQtJpUJcfj5yT57EmZgYdLW0Ty0lBCwBoLqqWlqVBiAyIwMJ0dHMFDmcpFIhMisLacHBFvu+an/OgWVV7E+9jyRJ0NiQpYTCQujy8hzSlhKdrtpzAWM8L/AMlvpAS/+3/P8kjxhIAcDMmTPtVspnIKlUCGnVCrdXKS+wtoSg1hIAS1gWQDAvrXri+uvxQ2gopNLS6n+I2SE70mi1mGVlaZUzyqrq1J/WB/+e3I6kUjlsmmq1EGbnAsYcel4AMI8uYOgD0/fsqfb/tt79Ev9f3Z7HDKQcxVJ5gbUlBLWVAFjCW8cEmJdWbd+3j2VV5FS2lFY5o6yqLv1pffDviYzV9vfgyPMCgHl0BcP/ua64uNr/2/r2S/x/dX8cSFnBUnlBTSUE1pYAWHwtO5bG8Jaz+6pLaZUjyqqYIe9mS2mVo8qq6tOf1oejZ38D+Pflbmr7e3DUeQFQ9zwyY/UjSRICtVqz/1t79Ussh3Z/HEjVUU0lBLWVAFjiiNIYp5TC8La0w1hbWuXIsiqnlVMxR27PUWVVdelP68NZs78BLAvyNPY+LwDqn0eWEtpH1f/b+vZLbl8OzXzIOJByAFtnGwIcUxrjjFIY3pZ2HGtz5MiyKmeVUzFHVJ269Kf14azZ3wCWBXmTuua4vnlkKaFj1LdfcvdyaObjfziQchBbZxsC7Fca48xSGGeUvwDee4va2hzZu6zK2eVUzBHVpC79aX04cvY3wDllQcy68tQ1x3XJoytKCb0tc/Xtl9y5HNrex2x3zg4HUgpir9IYZ5TCOLP8BajnLWovuAVt77IqZ5VTKS5HXpAVqp0jZ38DnFMWlK7RoF1BASQfn7o1khSjLnl0RSlhjf0r+1Yz7lgO7ahjtjsfmzmQ8kDOKIVxZvkLUL9b1LwFbTtnlVMpLUfMCjmDM8qC2ut0qOjWDT4HDzLPXsgVpYQ19a/sW53HkcdvRx2z3fnYzIGUh3JGKYyjy18A+9yilnbvrlzgNjDQbu3yBs4qp1JSjriYJjmLo8qCdEVFKG/bFpEAfA4fZt/nxZxVSmhN/8rjsHM58vhtz2O2LcdmpeaHAymqM0eXvwB1u0UtofL2cyqAFte2lZSUQKPAP0BSRo7qtJimgksNyPNJKhU0oaFAlTUOz8bEoL3Rfuz7yFY29clCQK1W41+9e+PQL79AApAMmGTQgFn0DPY8Zlc9NhvO3yxlSKn54UCKFM3mW9RCwH/oUPjs2ydv+jMgANeFhDioheQOHLGYppJLDcgLCAHRvz8ko4sDEkxPPg5rtYhj30eOYpTB7bXsyiySJSbHZgvnbwZKzg8HUqR41tyiFno9SvLyAJ3O5I8wDUC7rCyWY5HdF9M0LgNkyR85i3Ffp6nmDmsagMiMDMRFRzOXZDdy9gysyKD6Wp8bxz6SqiFJEtQBASg5edLs/M2QISXnhwMpcm9CQBQX43izZpV3C4yEAWjfty+StVrXtI3cirWLaVoqA5RL/gIDeYeKHEZUVOB4cLDFvs54S9e+fZHcqhUkZpHsoYbjrAEzSHVSTbbk8zc3yBAHUuS+jMoKqtbSpmk0yDh/HprAQMX/EZLyGZcfWCoDNJT8sdyPHEYI6Lt1MzuRNfR1xldr1Wo1+z2yjxqOswbMINVJNdlyt/M3DqTIbemLiqAyKiswvg2coODbwOSejEsDDWWAVUv+pN27K3PpoNXkyXsJnQ4+hw8DANIBNGZfR05Q03HWgBmkuqguWwluVpLMgRS5JVFRgdNhYYi+9r073QYm92coAzSU/KXv2SOX+6VHROC64mK3OhCQ8pXodDCcuibGxWE3+zpyFCGAa3ffeZwlu7tWzucp2arXQKqsrAx+fn72aguRda6VuESXlQEAjvn5ISM3121uA5PnMJT86YqLcSw0FLFlZehQWgpdXp7Dp3QnLyIE/IcPl7/9Yft29nXkGEblVhIgn+jyOEt2YZQvT8mWTZdMv/vuO0yZMgUxMTHw9fWFWq1GUFAQBg4ciFdeeQXnzp1zVDuJAFTOGqTLzDQpcYnKyUGgVuuWf4Dk/iRJQqBWi6jMTFc3hTyUvqhI7vPSAEhOWCibvIvQ66HLyYEuM9NkSn2gMnM8zpI96IuKTPLlCdmyaiC1efNmtG/fHlOnTkWDBg3w5JNPYtOmTfj++++xYsUKDBw4ED/++CNiYmIwbdo05ObmOrrd5IVERQWOBwWZLJiaGBcHDWflIwVw14MAKZvQ65EeESF/PyMuzuTzKUT1IgREUVHlsTU83OT4GobKxVFn9e3L4yzVm+EjGQZh8IxsWVXat3jxYixZsgQ33XQTVBbq/idMmAAAOHv2LJYuXYpPP/0Uc+fOtW9LybtZmLEqTaNBSloaT2DJ9aqUXhHZS0leHjqUlgKoLIFhn0d2Y8XMt5JKxRn4qP48+CMZVg2k9u7da9WTtWjRAq+99lq9GkRUldDrUXLyJDRVZqxyt5ldyHNVLb1qr1a7tkHkkaIyM6Hy8XF1M8gDyMdVznxLTmB8jDT+SIYn4F8JKZdxyUGVcr6QVq3YyZMiVC1XYOkVOQr7PKq3ao6rhjKrkFatoAkLY9bIPq7lzfgY6WkfybB51j4hBDZu3Iiff/4ZOTk50Ov1Jo9v2rTJbo0jL1bDQm0sbSHFsFCuwHwSkSJ5yAKo5CaqmaHP046RNl9ymDNnDiZPnowTJ04gMDAQwcHBJl9E9mBpZpfcjAwkFBaytIUUo+oiqVE5OcwnESlSTcdVd541jZRJ6HQWZ+jztGOkzXek1qxZg02bNuHmm292RHuIuNguuQ2zRVI9qFyBiDwHj6vkVEKgJDdXPj7KefPAY6TNA6ng4GDEGNXVEtmVB8/sQh6Gi6QSkTvgcZWc6VpJn/FEJkczMhDqoYN2m0v7XnjhBbz44osovTYdK5E9WSqVYskBKREXSSVnE1U+k0xkDR5XyZmqlvSlANCEhnps3my+IzVhwgR89tlnCAsLQ6tWreDr62vyeGpqqt0aR96npKSEpVKkeIZFUjtc+35GXBx2cyBFDnahVStodDpIHvYZA3Is4+PqvXFxSOFxlRzIuORdLunz4OOjzQOpKVOm4MCBA5g0aRLCw8M9doRJrsdSKVIqLpJKzqIOCcGfAQHoUFqK6LIyVHTrBp+DBwHmjepglySBySGHqVLy7sklfQY2D6S2bt2K77//Hv3793dEe8jLGZeuePIfHnmOlhkZHjcLESmHpFIhMisL6cHBaA/A5/DhytKZwEBXN43chVqNNABdUZkffVERVEFBrm4VeSDjMtI0AO09uKTPwObPSLVs2RJB/AMkBxB6Pc5wIhNyM2fbtuVnV8ihNFotEuPi5O9LdDoXtobcjVqjwQyj/KRHRLDPIocw7pu8ZXF6mwdSb775Jp544glkZmY6oDnkzYzLpf4MCIA6JMTFLSKyzFBuBQAdSktRkpfn4haRJ5MkCT9s3y5/7z98OCCEC1tE7kSSJKSkpeGYnx8A9lnkIF46k63NpX2TJk1CSUkJ2rRpA7VabTbZxMWLF+3WOPJekRkZkFQ2j/OJnEJSqdDi77+BFi1c3RTyEpJGY1KexfI+soXKxwdRmZlAs2YAOAMk2Z9ZWZ8X3I0C6jCQWrJkiVeMMMm1OIgiJRN6Pc62bSvP2kfkaIbyrD1HjgC4NhMbB1JkA+PjKmeAJHsznq3Pm2aytXkglZiYWO1jXFuKiLxB1TLU61iGSg4ml/dFRLi6KeSmOAMkOYyXlvUBdfiM1COPPGJxu06nw80331zvBpEXY80/uSGWoZKzeMuJCTmGPAPkte99Dh+GKC52aZvIM1Qt6/OmBeptPvpv3boVCxYsMNmm0+kwcuRIXL161W4NIy+j1yOgXz9Xt4LIZhxEkdPwYhPVU9UZIEXXrgA/L0X1VFJSIv/bW2brM7D5DOCHH37Ahx9+iLfffhsAUFRUhGHDhkGSJGzbts3e7SNvIARE9+5Q/fMPgMqrGVCrXdokIiJFqVI6Q1QXkiThh927K4+zAFT//APRvTsH6WQ33lTWB9ThM1Jt2rTBtm3bMHjwYKhUKnz22Wfw8/PD1q1bofGiESjZjyguhnTwIAAgHcB98fE4wCwREcnMZsTixSaqI01gIO6Lj8f6Q4fQHoB08CBngSS78aZBFFCHO1IA0KVLF2zZsgXPPPMM1Go1vvvuOw6iqG70+srSgmsmtGmD31JTve4PkYioJt640CU5hiRJ+C01FRPatJG3cZFnqhcvvqNp1R2prl27Wjyx9fPzw7lz59DP6LMtqamp9msdeTYLJX0paWlQ8TMnRET/48UzYpFjqFQqpOzeLc8C6T98OMAZ/KguvLzs2KqB1G233ebgZpA3EjqdeUkfSwvIHXjx1TdyPlFc7JULXZJjcZFnsgdvLzu2aiBVdZY+InswXrxtQps2SGVJH7kDL7/6Rk52rfzZ0DN600KX5FhmizzrdFzkmWxWUlLilQvxGlhVQyV49ZXsrcrJaMru3SzpI7dQ9eobZ5gkh7FQ/vzD7t284ER2IS/yfI3/8OG820714o1lx1aduXbq1Anr169HeXl5jfsdP34c06dPx2uvvWaXxpHn8ubF28i98UP/5CyWyp95x4DsyVDeB1wr78vJ4WCK6szbBlGAlaV9S5cuxZNPPomHH34Yw4YNQ48ePdC8eXP4+/vj0qVLOHbsGFJSUvD7779j5syZmD59uqPbTW7O228Fk5uqsnC0N159I+cx7idZ/kyOULW8T4qIgEhIgJScDGg0nHyCqBZWDaRuvPFG/Pbbb0hJScGGDRuwdu1anDx5EqWlpQgJCUHXrl1xzz334O6770bjxo0d3WbyMDwZJbdgocyKH/onZ2H5MzmCYYHelKAg9DdsO3gQ0Goh+vWrHFDx+ExULZsW5O3fvz/69+9f+45ENuAgihRPCIicHC4cTc5lVGLFfpIcRRMYiKf69sXBPXuQjMpZ/ABA2r0borgYklbryuaRO/HCslBe3iIiqokQEP37Q7q23grAhaPJCTg7JDmJJElITklBVlERpsbHI8zoMdG1K6DXu6xt5F4C+vXzurxwIEVEVAOh00Has0f+PgVcOJocj7NDkjNJkoTAwECkpqXhaFaWPAGF6p9/ILp398o7DWQltdqr8+LSM4FFixahZ8+e0Gq1CAsLw2233Ya//vrLZJ/Lly9jxowZaNq0KQIDAzFu3DhkZ2eb7HPq1CmMGjUKarUaYWFhePzxx3H16lVnvhWqDy/6gyP3YzxLXxiAp/r25cxp5HAlJSXyvzk7JDmLJEkIDQvDffHxSDdsO3gQorjYpe0i5VJrNF6dF5cOpHbu3IkZM2bgl19+wfbt23HlyhUMHz4cOqMTl7lz5+Kbb77B559/jp07d+LcuXMYO3as/HhFRQVGjRqF8vJy7NmzBx9//DFWr16N559/3hVvieogoF8/oLgY0Oksf3GgRY4mhOXsFRebzNJ3NCMDySkpLOkjp9r+1VeQSkrYP5JTSJKE31JTMaFNG3mb6Nq1+uM0M+jVqs2Lt5T4CQXJyckRAMTOnTuFEELk5+cLX19f8fnnn8v7/PHHHwKA2Lt3rxBCiG+//VaoVCqRlZUl75OUlCSCgoJEWVmZVa9bUFAgAIiCggI7vhuqSXFRkUit7H5r/dL36yeEXu/U9jkzE8yfi+n1Qt+3b605TAVEcVGRU5rE/FFxdrZL+0dmkIoKC606Tjsig8yf+6maF31CgtPP3ezJ2lzU6Y6UXq9Heno6UlJSsGvXLpOv+igoKAAANGnSBABw4MABXLlyBUOHDpX36dChA6KiorB3714AwN69exEXF4fw8HB5nxEjRqCwsBC///67xdcpKytDYWGhyRc5l+FWcFrtu1bOHGR0l9LdMX/KUvUzUJakoXKWPk8or2L+3IRajRQrdnPH/pEZdA+awECrjtPulkHmzzEMefG2Ej+bB1K//PIL2rZti44dO+KGG27AoEGD5K/BgwfXuSF6vR5z5sxBv3790LlzZwBAVlYWGjZsiEaNGpnsGx4ejqysLHkf40GU4XHDY5YsWrQIwcHB8lfLli3r3G6qG8Ot4Knx8QgEcLCW/Y0/L+DumD9lqSlbaQACAUyNj/eYWfqYP/eg1mjwVN++Htk/MoPuwZbjtDtlkPlzDEslfvr+/T2+9NPmgdS0adPQo0cPHD16FBcvXsSlS5fkr4sXL9a5ITNmzMDRo0exfv36Oj+HtZ5++mkUFBTIX6dPn3b4a5I5lUqF1LQ0ZGVlIaGG/VIAj5qxivlTmBqu/HdF5QWZVA+apY/5cw+GKanPnzvncf0jM+g+rDlOu1sGmT/HUalUSElLk+9i+hw+DH1RkUvb5Gg2LcgLAMePH8fGjRvRtm1buzVi5syZ2LJlC3bt2oXIyEh5e0REBMrLy5Gfn29yVyo7OxsR19Z0iYiIwK+//mryfIZZ/SKM1n0x5ufnBz8/P7u1n+pOkiSTq/xhAKoWCHTt2xfJHlBSZcD8KYvhyn/anj2QAGgApAJoce3xqhl1d8yfGxECZ9u0QYdr33pK/8gMupeqfWA4AOOCLXfLIPPnWJrAQMyIi8OeI0cAAOkREbiuuBiSh1yMrMrmd3X99dfj77//tsuLCyEwc+ZMbN68GT/99BNat25t8nj37t3h6+uLHTt2yNv++usvnDp1Cn369AEA9OnTB0eOHEFOTo68z/bt2xEUFITY2Fi7tJOc52hGBnKKi02+OEsaOZLhyn9OUREKrr8e2fjfIOrPgACoQ0Jc2TzyYiV5eehQWip/n1FQwP6RXO5M587IKSpiBskiSZKQkpaGY9cGqx1KS1GSl+fiVjmOVXekDl9bFBAAZs2ahUcffRRZWVmIi4uDr6+vyb5dunSx+sVnzJiBdevW4auvvoJWq5U/0xQcHIyAgAAEBwfjvvvuw7x589CkSRMEBQVh1qxZ6NOnD3r37g0AGD58OGJjYzF58mQsXrwYWVlZmD9/PmbMmMErDm5IHRAAjRtd2SLPIEkSAvR6qPbtk7elAWiXleWxV9HIDVxb6LLrtW81KhUk9o/kCmo1DgJIAOB79CgaAMwiVUvl44OozEygWTMAQEluLtQhIR55PLVqIJWQkABJkiCMPjA2depU+d+GxyRJQkVFhdUvnpSUBAAYNGiQyfZVq1YhMTERALBkyRKoVCqMGzcOZWVlGDFiBJYvXy7v6+Pjgy1btmD69Ono06cPNBoNpkyZgoULF1rdDlKOMzExHn0LmJRJ6PVIj4gwKaFq37cvkrVaVzaLvJxaozEpkSnJza280MSr/+RkAf7+MB42lZSUcGFyqpHxeVxo5844rNUiLj/f487vrBpInThxwiEvLqyYycPf3x/vvvsu3n333Wr3iY6OxrfffmvPppETqUNC8GdAADqUlqJDaSl0eXnQhIW5ulnkRYxLqI75+SEjNxeawECWq5BLSZKEH7ZvB6593lcTEwPRrx+k5GQOpsh5hIDo3h3trn37Z0AArmPJM9VCHRKCw1otulybbKJLUZFHnt9ZNSyMjo6Wv06ePIkWLVqYbIuOjkaLFi1w8uRJR7eXPJCkUiEyI0P+XnjLatikSFGZmQjUajmIIkWQNBqTWSXdbc0ecn9Cp4PPtY94pAOIZMkzWUFSqRCXn4/co0flbSW5uR53jmfzX8LgwYMtTnNeUFBQr3WkyLsZd8oXWrWCKCry+LUHSJl4gkBKYphV0vgabgkHUuRExmtEJcbFQcOSZ7KSpFJBHRoqfx/auTOOBwVB2PAxIKWz+YzB8Fmoqi5cuMBJAqjODOV9ABBdVgYpKAhiwAAOpojIqxlmlTxqdNfef/hw9o3kEj9s38679WQTQ4mfQXudDvpu3TymD7N6HamxY8cCqOzUExMTTWbEq6iowOHDh9G3b1/7t5C8gqRSITIrC2nBwfIMVYYSFokfaCUn8rSyA3J/kiRBExoqz+Dnc/gw+0ZyGuM+kYMospVc4nfyJC7FxKA9/rdQryooyNXNqzer70gFBwcjODgYQghotVr5++DgYERERODBBx/Ep59+6si2kofTaLWYVbWEJTfXY65akHtgaSkpkWEGPwOW95EzCL0eZ2JiXN0McnOSSoWQVq2QaNSHnQ4L84gSP6vvSK1atQoA0KpVKzz22GMs4yO7M5Sw5GZmAtc6bs5SRc5gPHNkdFkZEBTE3JGiVJ3Bz3/4cODgQeaTHMp4RlPO1kf1IS/Uq9EgtqwM0WVlqOjWDT5u3o/Z/BmpBQsWQKPRICcnB8nJyUhOTkZOTo4j2kZeyFDCwlmqyJnk0lLjbbt3Q39t2lYiJZA0GjmjhvI+IkcyLuuLzMjgZDxULyofH0Tl5CD92veGEj93ZvNfRFFRESZPnowWLVpg4MCBGDhwIFq0aIFJkyahoKDAEW0kL2NxliqW+JGDWSot9ZTSA/IMLO8jZ6pa1sdBFNmDRqv1qBI/m/8q7r//fuzbtw9btmxBfn4+8vPzsWXLFvz222946KGHHNFG8jKWZqnSxMRwFj9yKEPuMgoLcezaZDrRZWUeNbsQuTe5vO8azt5HjlS1rE/Nsj6yA7nEz0OOszYPpLZs2YKPPvoII0aMQFBQEIKCgjBixAh8+OGH+OabbxzRRvJCLPEjV5AkCYFarceVHpDnYHkfOQvL+shRPKnEz+a/iqZNmyI4ONhse3BwMBo3bmyXRhEB1ZT4GS0MSOQoVUsP0iMiOC06KYJZeR/LnskBWNZHjuYpx1mb/zLmz5+PefPmISsrS96WlZWFxx9/HM8995xdG0fezVKJH5EzVC096FBaipK8PBe3isi8vI9lz+QIxmV9AKBu2tSFrSFP5CnHWaunPzdISkrC33//jaioKERFRQEATp06BT8/P+Tm5uL999+X901NTbVfS8krSZJkMtV+SW4u1CEhvDpGDqfy8UFUZibQrBkALtRLyiFpNEgB0N/wPRcvJ3tTq+UFoAEApaUA80V2VvU4647neDYPpG677TYHNIPIOqGdOyNdo0G78+crTxrceO0BUj7jzvxMTAyuKy52qw6ePJOh7Dl9zx4YFh8p0emg4Yku2YmhhHTPkSMAmC9yHONjamjnzjis1SIuP99tjrU2D6QWLFjgiHYQVUsdEoLDWi26XPsgYnudjgumklMYL9TbobQUurw8aMLCav9BIgeytHg5F+gle+IC0OQsVc/xuhQVudWxtk7Dvfz8fKxYsQJPP/00Ll68CKCyjO/s2bN2bRwRUHm1Ii4/H7kZGWYLpnLGKnIkSaVCJD+jRwpkmNmUM/iRo1SdIdJdZ1UjZZPP8Y4elbe5Uym9zQOpw4cPo3379nj99dfx73//G/n5+QCATZs24emnn7Z3+4gAVP6hhbRqZbZgKmesIkczKS9g1khBOIMfOVLVfJ0OC4MoKmLGyO4klQrq0FD5+wutWrnNIr02D6TmzZuHxMREHD9+HP7+/vL2m2++Gbt27bJr44iMcaFecjUugEpKwhn8yJEsLZwqBQUxY+QQhlJ6wL0W6bV5ILV//3489NBDZttbtGhhMiU6kSNwoV5yumuzVwEsnyLlMczgJ3/P/pDsyLBwatWyepb5kb1JKhUis7LcbpFemwdSfn5+KCwsNNuenp6OUKPbckSOwoV6yZnMyqd4kkoKYrE/ZIkf2ZFGqzUrq5fL/HQ6Zo3sxh0X6bV5IDVmzBgsXLgQV65cAVB5h+DUqVN48sknMW7cOLs3kKgqLtRLzlS1fIrlfaQkLHkmRzNkLKOw0KzMD4GBzBrZjTsu0mvzQOrNN99EcXExwsLCUFpaioEDB6Jt27bQarV45ZVXHNFGIjOWFuoVxcXszMkhqs5exdIpUhKWPJOjSZKEQK3WrMwPqMyaLjOTx2CyC3mRXgOF3/W0eR2p4OBgbN++HSkpKTh8+DCKi4vRrVs3DB061BHtI7JKaOfOAABRVFS5UC+RHZktTllSwsUpSVEsLtLLnJKdGcr80vbsgQaQs6a5tp4Zj8FkD8az5WpiYhSdK5sHUgb9+/dH//797dkWIptUXcQNAHJzcxGq0UDiooFkR1UXpxQKvjpG3snSIr06nQ5qIdgfkt0YclZSUgKh1yOtWTN0NbrzmZubC40kQa1WM3dUZ+qQEKRpNHK2dDodAhU6kLKptE+v1+Ojjz7CLbfcgs6dOyMuLg5jxozBJ598whMLcjrDIm45GRnQANAACI+JQbdu3aBX+IcTyf1IGo2cs279+zNjpDiGEj/j/nDAgAE8PpNdGUrrA7VaJBQWmh2DAwMD0a1bNxQXFzN7VCeSSoV258+7xTHX6oGUEAJjxozB/fffj7NnzyIuLg6dOnXCyZMnkZiYiNtvv92R7SSySFKpENqqFbr26wfDvH0HDx5E9+7d2YGTXak1GrRPSEAJgON//82MkSKpNRqT/nD37t2c1ZQcxtIxGKg8Dmu1Wg7kqc40gYFuccy1eiC1evVq7Nq1Czt27EBaWho+++wzrF+/HocOHcKPP/6In376CZ988okj20pkkSRJSE5ORlFREdq1awegshPX8YPWZEeSJOHAgQMmGcvNzYVOp1Nk507eydAfZmdny9uYUXIkQ+aKi4tRVFSEhIQE+bHdu3cjNzeX+SObWTrmKvGikNUDqc8++wzPPPMMBg8ebPbYkCFD8NRTT2Ht2rV2bRyRtSRJQmBgIFJTU+VtLPEje1OpVCYZCw8Pl8tYmDVSiqqzmoaHh/POADmUXO537ThsPJAPDw9nqR/VSdVjrhLzY/VA6vDhwxg5cmS1j9900004dOiQXRpFVFcajUa+Gnb8+HHF3gom96XRaNCvXz+TbSwnJaVRq9UmOWWJHzmLJEkIDQ01yR9L/aiujCctUWJ+rB5IXbx4EeHh4dU+Hh4ejkuXLtmlUUR1ZelWMEv8yJ6qlrFULfVTWidP3slSiR+zSc5iXHJftdSPx2SyhVqtljOkxPI+qwdSFRUVaNCg+tnSfXx8cPXqVbs0iqg+qt4KVuIVDHJvVctYDFjCQkpStcSPfSE5k3HJvfGAnqXQZAvDoNxAaX2Y1etICSGQmJgIPz8/i4+XlZXZrVFE9WUo8Tt48KB8BcP4hILIXgylfrt37wbwvxKWfv36ITk5mWupkEsZruayLyRXMZT6GXJoKLtPTU1l/0hWqVrep6TsWH1HasqUKQgLC0NwcLDFr7CwMNxzzz2ObCuR1ZR+BYM8R00lLCz1I1djX0hKwLJ7qg8ll/dZfUdq1apVjmwHkd0ZX63o1q0b/vzzT6hUNq1BTWQV4xKW3Nxc+fOk4eHhSEhIQHJyMjQajWKuoJF3UfLVXPIehrJ7rVYLgMdlsp7hgpAhO0q6IMT0kscyvoLBGfzIGThbFSmRkq/mknfhzLpUV0qdvY8DKfJYLCUgV2CpHykNy/tIKdxlkVVSHqVeEOJAijwaZ/AjV6hutirDrH6csYqcTalXc8n7uMMiq6Q8Sr0gxIEUeTzjUgIlXcUgz1ddqR/LWcjZlHo1l7wTB/ZUF0rMDQdS5PGUehWDvINxqR/LTMlVqvaDRK6kVqsRHx8PgAN7sl7VC0JKOI5yIEVeQYlXMch7GJf6GbDEj5yNM/URkTurekFICedzHEiRV2BZCykBZ6wiIgJKSkpw6NAhAEBCQgLUarWLW0TuQmkf1+BAirwCy/tICTiTJCkF+0BSiuTkZN4tJasp7XyOAynyGizvIyXgTJKkBMwdKQUHUWQr48y4ukyeAynyGizvI6VQWmkCeQf2gUTkCYz7MleXyXMgRV5DabeDyXtxBjVyBfaBROQJlLSwMwdS5FVY3kdKwXIWcgX2gUTkCZSysDMHUuRVWNpCRN6MfSAReQolXBjiQIq8CktbiMibsQ8kpWEGqa6UsEAvB1LkdZRwBYOIyFXYB5KSMINUV0pYoJcDKfI6LG0hIm/GPpBcjRkke3H1LLiKGUi99tprkCQJc+bMkbddvnwZM2bMQNOmTREYGIhx48YhOzvb5OdOnTqFUaNGQa1WIywsDI8//jiuXr3q5NaTO2FpCxF5M84aSa7GDJK9uPqcThEDqf379+P9999Hly5dTLbPnTsX33zzDT7//HPs3LkT586dw9ixY+XHKyoqMGrUKJSXl2PPnj34+OOPsXr1ajz//PPOfgvkZljaQkTezLgP1Ol07APJ6ThzKdlL1QV6i4uLodPprP6qT//XwB5voD6Ki4tx991348MPP8TLL78sby8oKMDKlSuxbt06DBkyBACwatUqdOzYEb/88gt69+6NH374AceOHcOPP/6I8PBwJCQk4KWXXsKTTz6JF154AQ0bNrT4mmVlZSgrK5O/LywsdOybJMUxlBUcPHhQvhWs0Wic8trMH7kS80dVhYeHo7i4mH0geQXmz/MYn9MdP34cWq3Wpp+vT//n8jtSM2bMwKhRozB06FCT7QcOHMCVK1dMtnfo0AFRUVHYu3cvAGDv3r2Ii4tDeHi4vM+IESNQWFiI33//vdrXXLRoEYKDg+Wvli1b2vldkdK5sqyA+SNXYv4IqDzx6Nevn0temxkkV2L+PI9hgV7DZ6WcyaUDqfXr1yM1NRWLFi0yeywrKwsNGzZEo0aNTLaHh4cjKytL3sd4EGV43PBYdZ5++mkUFBTIX6dPn67nOyF3pNFoUFxcjOLiYqjVaqe9LvNHQOWJLPNHrmK4mMQMkquwDyR7MizQa8iULV/1yZ/LSvtOnz6N2bNnY/v27fD393fqa/v5+cHPz8+pr0nKI0mS00pZjDF/BDB/5HrMILkS80f25opMueyO1IEDB5CTk4Nu3bqhQYMGaNCgAXbu3Il33nkHDRo0QHh4OMrLy5Gfn2/yc9nZ2YiIiAAAREREmM3iZ/jesA8REREREZG9uWwgdeONN+LIkSPyh/0PHjyIHj164O6775b/7evrix07dsg/89dff+HUqVPo06cPAKBPnz44cuQIcnJy5H22b9+OoKAgxMbGOv09ERERERGRd3BZaZ9Wq0Xnzp1Ntmk0GjRt2lTeft9992HevHlo0qQJgoKCMGvWLPTp0we9e/cGAAwfPhyxsbGYPHkyFi9ejKysLMyfPx8zZsyw6batYdpDztxCBoYsOGNKYOaPqmL+yNWYQXIl5o9czdoMunz685osWbIEKpUK48aNQ1lZGUaMGIHly5fLj/v4+GDLli2YPn06+vTpA41GgylTpmDhwoU2vU5RUREAcOYWMlNUVITg4GCHvwbA/JE55o9cjRkkV2L+yNVqy6AkuAof9Ho9zp07B61WW+MCcYWFhWjZsiVOnz6NoKAgJ7ZQGbzp/QshUFRUhObNm0OlcmwFbHX586bftzW86fehhPy5gtL+j5XUHme3xZ0zqKT/N2fypPftzvlTEk/KhKNV/V1Zm0FF35FyFpVKhcjISKv3DwoK8upAesv7d/RVMIPa8uctv29recvvQyn5cwWl/R8rqT3ObIu7Z1BJ/2/O5Cnv293zpySekglnMP5dWZNBly/IS0RERERE5G44kCIiIiIiIrIRB1I28PPzw4IFC7x2ITdvf//Oxt+3Kf4+PJ/S/o+V1B4ltUXpvPV35a3vm6rHTFivrr8rTjbhxhITE/F///d/yMzMrHG/zMxMtG7dGqtWrUJiYqJT2kaehVkjJWIuyVmYNVIi5tL1eEfKQdatW4e3337b1c1wqhdeeAGSJJl9+fv7m+2blJSEO+64A1FRUZAkqdo/7F27dmHMmDFo2bIl/P39ERERgZEjR2L37t0W9y8vL8err76KDh06wN/fH+Hh4Rg1ahTOnDljz7eqKN6Ytb/++gtz585F37594e/vD0mSqj2QbNiwAZMmTUK7du0gSRIGDRpU7fOWlZXhySefRPPmzREQEIDrr78e27dvN9vvypUrePHFFxETEwM/Pz/ExMTg5ZdfxtWrV832PX78OCZOnIjIyEio1Wp06NABCxcuRElJSV3fvlvwxlwabNiwQV6So1GjRujbty9++uknk32ys7Nx7733IiwsDAEBAejWrRs+//xzs+favHkzRowYgebNm8PPzw+RkZEYP348jh49arZvcXEx5syZg8jISPj5+aFjx45ISkpy2PtUCm/Mmi19IAB8/fXX6NatG/z9/REVFYUFCxaY9VerV6+2eAyXJAlZWVnVPvc///wjt+G3336rsd0PPPAAJEnCLbfcYtP7dUfemMtWrVpVm6F27drJ+9WUNUmSsHbtWnlfW84tAWDlypXo2LEj/P390a5dOyxdutSh75mz9jnIunXrcPToUcyZM8dhr/Hhhx9Cr9c77PnrKikpCYGBgfL3Pj4+Zvu8/vrrKCoqQq9evXD+/Plqnys9PR0qlQrTpk1DREQELl26hE8//RQ33HADtm7dipEjR8r7XrlyBaNGjcKePXvwwAMPoEuXLrh06RL27duHgoICj52VxxuztnfvXrzzzjuIjY1Fx44dcfDgwWr3TUpKwoEDB9CzZ09cuHChxudNTEzExo0bMWfOHLRr1w6rV6/GzTffjJ9//hn9+/eX95s0aRI+//xzTJ06FT169MAvv/yC5557DqdOncIHH3wg73f69Gn06tULwcHBmDlzJpo0aYK9e/diwYIFOHDgAL766qt6/y6UyhtzCVQe9BcuXIjx48cjMTERV65cwdGjR3H27Fl5n8LCQvTv3x/Z2dmYPXs2IiIi8N///hcTJkzA2rVr8a9//Uve98iRI2jcuDFmz56NkJAQZGVl4aOPPkKvXr2wd+9exMfHAwAqKiowYsQI/Pbbb5gxYwbatWuH77//Hg8//DAuXbqEZ555xum/C2fxxqzZ0gd+9913uO222zBo0CAsXboUR44cwcsvv4ycnByLA+2FCxeidevWJtsaNWpU7fPPnTsXDRo0QFlZWY1t/u2337B69epqT4A9jTfm8u2330ZxcbHJtpMnT2L+/PkYPny4vO2GG27AmjVrzH5+yZIlOHToEG688Uazx6w5t3z//fcxbdo0jBs3DvPmzUNycjIeeeQRlJSU4Mknn6zPW6ueIIcYNWqUiI6OdnUzhBBCnDhxQgAQq1atcujrLFiwQAAQubm5te6bmZkp9Hq9EEIIjUYjpkyZYvXr6HQ6ER4eLkaMGGGy/fXXXxe+vr5i3759NrXb3Xlj1i5cuCAKCwuFEEK88cYbAoA4ceKExX1PnTolKioqhBBCdOrUSQwcONDifvv27RMAxBtvvCFvKy0tFW3atBF9+vSRt/36668CgHjuuedMfv7RRx8VkiSJQ4cOydteeeUVAUAcPXrUZN977rlHABAXL160+j27G2/M5d69e4UkSeKtt96qcb/FixcLAGLHjh3ytoqKCtGzZ08REREhysrKavz5rKws0aBBA/HQQw/J2/773/8KAGLlypUm+44bN074+/uL7OzsOrwj9+CNWbOlD4yNjRXx8fHiypUr8rZnn31WSJIk/vjjD3nbqlWrBACxf/9+q9uxbds20bBhQzF//vwaf1av14s+ffqIqVOniujoaDFq1CirX8NdeWMuLXnppZcEALF79+4a9yspKRFarVYMGzbMZLu155YlJSWiadOmZtm6++67hUajcdjxlqV9dVBUVIQ5c+agVatW8PPzQ1hYGIYNG4bU1FQAwKBBg7B161acPHlSvgXZqlUrAJWlZ88//zy6d++O4OBgaDQaDBgwAD///LPN7UhMTJSf1yA/Px+JiYkIDg5Go0aNMGXKFOTn55vsk5OTg9DQUAwaNAjC6CNyf//9NzQaDe688055W0lJCf7880/k5eVZ3S4hBAoLC02eu6ro6Og6L3ynVqsRGhpq8r70ej3+85//4Pbbb0evXr1w9epVjyidYtYsa9KkCbRarVVtb9mypVULOm7cuBE+Pj548MEH5W3+/v647777sHfvXpw+fRoAkJycDACYOHGiyc9PnDgRQghs2LBB3lZYWAgACA8PN9m3WbNmUKlUaNiwoVXvQWmYS8vefvttREREYPbs2RBCmF2ZNUhOTkZoaCiGDBkib1OpVJgwYQKysrKwc+fOGl8nLCwMarXa5H3VlMvLly+77d1PZs0ya/vAY8eO4dixY3jwwQfRoMH/ipAefvhhCCGwceNGiz9XVFSEioqKGp/7ypUrmD17NmbPno02bdrUuO+aNWtw9OhRvPLKK7W22R0wl9Zbt24dWrdujb59+9a43zfffIOioiLcfffdFh+v7dzy559/xoULF/Dwww+bbJ8xYwZ0Oh22bt1ap/bXhgOpOpg2bRqSkpIwbtw4LF++HI899hgCAgLwxx9/AACeffZZJCQkICQkBGvWrMGaNWvkOtnCwkKsWLECgwYNwuuvv44XXngBubm5GDFiRI235q0hhMCtt96KNWvWYNKkSXj55Zdx5swZTJkyxWS/sLAwJCUlYefOnXLtqF6vR2JiIrRaLZYvXy7v++uvv6Jjx45YtmyZ1e2IiYlBcHAwtFotJk2ahOzs7Hq9L6Dy95aXl4c///wTzzzzDI4ePWpy6/fYsWM4d+4cunTpggcffBAajQYajQZdunSpU+ekFMya86SlpaF9+/Zmixb26tULAOTfmaF8JSAgwGQ/tVoNADhw4IC8zfB5rPvuuw8HDx7E6dOnsWHDBiQlJeGRRx6BRqNxxFtxOObSsh07dqBnz5545513EBoaCq1Wi2bNmpn9bFlZmVl+AMsZMsjPz0dubi6OHDmC+++/H4WFhSZ9YFlZGXx8fMwG5zU9pztg1uonLS0NANCjRw+T7c2bN0dkZKT8uLHBgwcjKCgIarUaY8aMwfHjxy0+99tvv41Lly5h/vz5NbahqKgITz75JJ555hlERETU8Z0oC3NpnbS0NPzxxx8m5crVWbt2LQICAjB27FiLj9d2blld1rt37w6VSmUx63bhkPtcHi44OFjMmDGjxn2qu6V79epVs7KNS5cuifDwcDF16lSb2jFlyhST1/jyyy8FALF48WKT1xswYIDFW7p33XWXUKvVIj09XS4N+PLLL032+fnnnwUAsWDBglrb8/bbb4uZM2eKtWvXio0bN4rZs2eLBg0aiHbt2omCgoJqf86a0r4RI0YIAAKAaNiwoXjooYdEaWmp/PimTZsEANG0aVPRrl07sWrVKrFq1SrRrl070bBhQ5NyK3fCrNWutrIWYzWV9nXq1EkMGTLEbPvvv/8uAIj33ntPCCHEF198IQCINWvWmOz33nvvCQCic+fOJttfeuklERAQIOcXgHj22Wete3MKxVyau3jxotwHBQYGijfeeENs2LBBjBw50iQ/Qggxa9YsoVKpRGZmpslzTJw4UQAQM2fONHv+6667Ts5PYGCgmD9/vlyyKoQQb775pgAgkpOTTX7uqaeeEgDELbfcUmP7lYpZq11NfaDhsVOnTpk91rNnT9G7d2/5+w0bNojExETx8ccfi82bN4v58+cLtVotQkJCzH7+/PnzQqvVivfff18IUXNZ4GOPPSZat24tLl++LIQQHlHax1xa59FHHxUAxLFjx2rc78KFC6Jhw4ZiwoQJZo9Ze245Y8YM4ePjY/H5Q0NDxcSJE21uvzU4kKqD6Oho0aNHD3H27Nlq97GmNraiokJcuHBB5ObmilGjRomEhASb2lH1D+jBBx8UDRo0EEVFRSb7GWrnq/4BXbhwQTRr1kx06dJF+Pv7i8mTJ9v0+tZYu3atACAWLVpU7T7WDKTS0tLEDz/8IFauXCluuOEGce+995q8z08++UQeZBl3+CdPnhS+vr7i7rvvrvd7cQVmrXb2GkjFxMSIm266yWz7P//8IwCIJUuWCCEqPzcVHR0twsPDxRdffCEyMzPFhg0bRNOmTUWDBg1EmzZtTH5+zZo1YsSIEeKDDz4QX3zxhZg6daqQJEksXbrU1reqGMyluVOnTskDnfXr18vbKyoqRGxsrIiMjJS3HTp0SPj6+opevXqJ3bt3i7///lu8+uqrws/PTwAQ9913n9nz79mzR2zbtk0sX75c9OzZUzz66KOivLxcfvz8+fMiODhYtGvXTvzwww/ixIkT4v333xdBQUECgLjxxhvr/N5ciVmrXU194MKFCwUAi5+RGzBggIiPj6/xuZOTk4UkSSafxxOi8nOe8fHx8mC+uoHUX3/9JXx9fcXGjRvlbZ4wkGIua1dRUSFatGghunbtWuu+77//vgAgvvrqK6ue29K55dSpU0VAQIDF/Vu2bCluvfVWq57bVhxI1cGGDRuEv7+/UKlUomfPnmLBggXin3/+Mdmnpj+g1atXi7i4OOHr62tylbp169Y2taPqH9CIESNEy5YtzfY7dOhQtR8y/PzzzwUAER4eLi5dumTT61srIiKixoO4rZNNlJWViU6dOolx48bJ2wzvY/DgwWb7Dx482ObfrVIwa7Vz9h0pIYQ4evSoiI2NlX+ffn5+4j//+Y8ICwszOTH57LPPREBAgDh9+rTJcyYmJgq1Wi3y8vKseo9Kw1yay83NFQCEr6+vuHr1qsljL774ogAgTp48afK6TZs2ld97RESESEpKEgDE7Nmza3ytixcvivDwcPHoo4+abN+5c6eIioqSnzMoKEh8/PHHAoDDTiIcjVmrnb3uSFWnd+/eJheIDJOq/PTTT/K26gZSI0eONOtzPWEgxVzW7qeffhIAxL///e9a973hhhtEkyZNTC4O1abquaWr7kjxM1J1MGHCBGRkZGDp0qVo3rw53njjDXTq1AnfffddrT/76aefIjExEW3atMHKlSuxbds2bN++HUOGDHHJFJbff/89AODSpUsOW2upZcuWuHjxot2er2HDhhgzZgw2bdqE0tJSAJX13oD5h/qBylrgS5cu2e31nYlZc55mzZpZnIrfsM2QMQDo1KkTjh49iqNHjyI5ORnnzp3DAw88gLy8PLRv317eb/ny5ejatavZ1PtjxoxBSUmJ42q2HYy5NNekSRP4+/ujadOmZtPyhoWFya9hMH78eJw7dw6//vor9u7di5MnTyImJgYATDJkSePGjTFkyBCTtVaAyimFMzIykJaWhpSUFJw9exa9e/e26jmVilmrn2bNmgFAtX2bcb9WnarH8CeeeAIDBgxA69atkZmZiczMTHkigvPnz+PUqVMAgJ9++gnbtm3D7Nmz5f0yMzNx9epVlJaWIjMzU56Qx90wl7Vbu3YtVCoV7rrrrhr3O3XqFJKTk3HHHXfA19fX6uevmstmzZqhoqICOTk5JvuVl5fjwoULVmW9LjiQqqNmzZrh4YcfxpdffokTJ06gadOmJrPRVDcj3caNGxETE4NNmzZh8uTJGDFiBIYOHYrLly/Xu03R0dE4f/682UxRf/31l8X9t23bhhUrVuCJJ55AaGgopkyZYnFB0foQQiAzMxOhoaF2fd7S0lIIIVBUVAQAiIuLg6+vr8laLQbnzp2z++s7E7PmHAkJCUhPTzc7sO/bt09+3JgkSejUqRP69++PJk2a4Oeff4Zer8fQoUPlfbKzsy3OfHXlyhUAUNzvwBbMpSmVSoWEhATk5uaivLzc5LFz584BgFk/1LBhQ/Ts2RO9e/dGw4YN8eOPPwKASYaqU1paioKCArPtPj4+SEhIQL9+/RAYGGjTcyoVs1Z3hn6r6kK5586dw5kzZ8z6NUsyMjJMsnvq1Cns2rULrVu3lr8ef/xxAJUXibp06SLvBwBjx4412ffs2bP46aef0Lp1a3z00Ud2eJeuwVxWr6ysDF988QUGDRpU6wDms88+gxCi2tn6LLF0blld1n/77Tfo9Xqrsl4XHEjZqKKiwuzgFRYWhubNm5ssRqfRaKo9yAEwmb5x37592Lt3b73bdvPNN+Pq1asmC+xVVFRYXNU5Pz8f999/P3r16oVXX30VK1asQGpqKl599VWT/WyZ9jI3N9dsW1JSEnJzc00WzrVF1SsLhrZ/8cUXaNmypXylV6vV4uabb8aePXvw559/yvv+8ccf2LNnD4YNG1an13clZs25xo8fj4qKCpMFdcvKyrBq1Spcf/31aNmyZbU/W1paiueeew7NmjUzufrWvn17pKWlIT093WT/zz77DCqVSj7hcCfMZfXuvPNOVFRU4OOPP5a3Xb58GWvXrkVsbGyNJxTHjx/He++9h1tuucXk7pGlPjAzMxM7duwwm52qqtzcXLz++uvo0qWLWw6kmLX669SpEzp06IAPPvjA5KJOUlISJEnC+PHj5W2WjuHffvstDhw4YHIM/+CDD7B582aTr1mzZgEA/v3vf8t3SocMGWK23+bNmxEaGooePXpg8+bNGD16tN3eq7Mwl7X79ttvkZ+fb9XgaN26dYiKijJZ9N6YteeWQ4YMQZMmTcwWmU5KSoJarcaoUaOsbr8tGtS+CxkrKipCZGQkxo8fj/j4ePmK3/79+/Hmm2/K+3Xv3h0bNmzAvHnz0LNnTwQGBmL06NG45ZZbsGnTJtx+++0YNWoUTpw4gffeew+xsbHVrjlirdGjR6Nfv3546qmnkJmZidjYWGzatMniH/Ls2bNx4cIF/Pjjj/Dx8cHIkSNx//334+WXX8att96K+Ph4AJXTXg4ePBgLFizACy+8UOPrR0dH484770RcXBz8/f2RkpKC9evXIyEhAQ899JDJvt988w0OHToEoPLq/OHDh/Hyyy8DML2iddNNNyEyMhLXX389wsLCcOrUKaxatQrnzp0zWa8HAF599VXs2LEDQ4YMwSOPPAIAeOedd9CkSRM888wztv9CXYxZq15BQYF8YNi9ezcAYNmyZWjUqBEaNWqEmTNnyvvu2rULu3btAlDZIet0OjlrN9xwA2644QYAwPXXX4877rgDTz/9NHJyctC2bVt8/PHHyMzMxMqVK01ef8KECWjevDliY2NRWFiIjz76CBkZGdi6davJ2i6PP/44vvvuOwwYMAAzZ85E06ZNsWXLFnz33Xe4//77HVZq4EjMZfUeeughrFixAjNmzEB6ejqioqKwZs0anDx5Et98843JvrGxsbjjjjsQFRWFEydOICkpCU2aNMF7771nsl9cXBxuvPFGJCQkoHHjxjh+/DhWrlyJK1eu4LXXXjPZd+DAgejTpw/atm2LrKwsfPDBByguLsaWLVusWktNaZi16tnSB77xxhsYM2YMhg8fjokTJ+Lo0aNYtmwZ7r//fnTs2FHer2/fvujatSt69OiB4OBgpKam4qOPPkLLli1NjqHDhw83a49hnaKBAwfKA/yoqChERUWZ7TtnzhyEh4fjtttuq/E9KhVzWbu1a9fCz88P48aNq3G/o0eP4vDhw3jqqaeqvYNn7bllQEAAXnrpJcyYMQN33HEHRowYgeTkZHz66ad45ZVX0KRJE6vabjOHfPLKg5WVlYnHH39cxMfHC61WKzQajYiPjxfLly832a+4uFj861//Eo0aNRIA5A8D6vV68eqrr4ro6Gjh5+cnunbtKrZs2WL2gUFrWPqZCxcuiMmTJ4ugoCARHBwsJk+eLNLS0kw+ZPjVV18JAOLNN980+dnCwkIRHR0t4uPj5Q/82TLt5f333y9iY2OFVqsVvr6+om3btuLJJ5+UV1+v2nYYfcDS+Mv4w5DLli0T/fv3FyEhIaJBgwYiNDRUjB49WuzatctiGw4cOCCGDh0qNBqN0Gq14tZbbxXp6em1tl2JmLXqGVZpt/RVtZ2GVdEtfVV9rdLSUvHYY4+JiIgI4efnJ3r27Cm2bdtm9vqvv/666NChg/D39xeNGzcWY8aMEWlpaRbbum/fPnHTTTeJiIgI4evrK9q3by9eeeUVceXKlVrfpxIxlzXLzs4WU6ZMEU2aNBF+fn7i+uuvt5ihiRMnipYtW4qGDRuK5s2bi2nTplmcWW3BggWiR48eonHjxqJBgwaiefPmYuLEieLw4cNm+86dO1fExMQIPz8/ERoaKv71r3+ZfQDenTBr1bOlDxRCiM2bN4uEhATh5+cnIiMjxfz5880+2P/ss8+KhIQEERwcLHx9fUVUVJSYPn26yMrKqrU9NU1/XpW7TzbBXNasoKBA+Pv7i7Fjx9a6r2F5Bkv9mYEt55ZCCPHBBx+I6667TjRs2FC0adNGLFmyROj1eqvaXheSENUsEUxEREREREQWud+9fiIiIiIiIhfjZ6QU6OLFi2azPhnz8fFx61noSDmYNVIi5pKchVkjJWIu3QdL+xRo0KBB2LlzZ7WPR0dHIzMz03kNIo/FrJESMZfkLMwaKRFz6T44kFKgAwcO1LiAbEBAAPr16+fEFpGnYtZIiZhLchZmjZSIuXQfHEgRERERERHZiJ+RAqDX63Hu3Dlotdpq57En7yKEQFFREZo3b+7w9VeYP6qK+SNXYwbJlZg/cjVrM8iBFIBz586hZcuWrm4GKdDp06cRGRnp0Ndg/qg6zB+5GjNIrsT8kavVlkEOpABotVoAlb+soKAgF7eGlKCwsBAtW7aUs+FIzB9VxfyRqzGD5ErMH7matRn0mIHUu+++izfeeANZWVmIj4/H0qVL0atXL6t+1nArNygoiH9EZMIZt/mZP6oO80euxgySKzF/5Gq1ZdAjFuTdsGED5s2bhwULFiA1NRXx8fEYMWIEcnJyXN00IiIiIiLyQB4xkHrrrbfwwAMP4N5770VsbCzee+89qNVqfPTRR3V+TqHXQ5eTA11ODoReb8fWEtmOeSR3wrxSfTFD5A6YU3L70r7y8nIcOHAATz/9tLxNpVJh6NCh2Lt3r8WfKSsrQ1lZmfx9YWGh2T4leXnQhIcDAHTZ2dCEhdm55eStrMlfVcwj2Utd8mcr5pVqwmMwuZI9+0CTnGZlyf8m7+H2d6Ty8vJQUVGB8CrhDQ8PR1ZWlsWfWbRoEYKDg+UvztZCzmRz/oQAdDrnNI48ntX5M+Surl9E1eAxmFzJ7n3gNf7Dh1f+DHkVtx9I1cXTTz+NgoIC+ev06dOubhJ5EZvyJwRE//7QxMQ4r4Hk0azK37XcITCwTl/MK9WEx2ByJXv2gcZ9nc/hwxC8iOR13L60LyQkBD4+PsjOzjbZnp2djYiICIs/4+fnBz8/P2c0j8iM1fkTAiInB9KePfKmFABd1WrHNY48njX5EzqdSe7qinklS2w+BvMqP9mRo/rAFABdAWjq3jRyQ25/R6phw4bo3r07duzYIW/T6/XYsWMH+vTp48KWEdXDtathktHFgDAAT/XtC7WG3TQ5VklJifzvMwDCUZm/QFSeJFj7xbySPQT06wcUF9teXsoBGNWRcR8IAOn4Xz9o+KraH7K/805uf0cKAObNm4cpU6agR48e6NWrF95++23odDrce++9rm4aUZ1UvRq2G8DRrCyEhoU5ZV0N8nJqNdJQeXU1EoDhfn9F7964vH07YGUG1Wo180p1Y5RB1T//AHVYmFX06wcpOdnqvBLJ1GqkAOh/7dv2+F8/aFC1P2R/5508YiB15513Ijc3F88//zyysrKQkJCAbdu2mU1AUWeGK1v8AyEnKUHlFbCu175f1KMHvtFoIFW5SiZTq5lPshu1RoP74uOx8tAhOYMA4PPLL1DrdJACA2v4YWaR6q+6DNpC2r27sjy6przWFXPu0dQaDZ7q2xcH9+xBMmAxg1b1h+TxPGIgBQAzZ87EzJkzHfLcmpgYXtkip1JrNJgRF4c9R44AALb89luNV2SZT7InSZLwW2oqunfrhvRDh6ABYFjeXKrms6cGzCLZQ9UM2sKWvNYVc+7ZJElCckoKdDodBvTvb5LB6vLFTHgnjxlI2V2V27rS7t3QZWYCFupf1SEhkFRu/3EzUhBJkvDD7t1ICQqSM1jj/jXk0xrMMFWlUqmQmpaGkpIS6IqLkRIR4dAsMoNUlXEGbWFLXuuqvn2utfh34TqSJCEwMNAsg9Xly5pM8P/T83AgVQ3Dbd30PXvkKw/VTembrtGg3fnztv1xsCyAaqEJDMRTffsirYaZg4yvjNVnyuk6Zbg2zLjbkyQJGo0GarUaYx2cRbtlkLnzKIYM2sKavNaVvfpcazmkbzbGv5daVc1g1XzZkok6/3/y/0mxOJCqhnxbt7gYac2aoWsNawO01+mAoCCbnp+3gKk2hgzWdDVW6PW15tMadclwbZhxz+GMLNorg8wdWZPXurJXn2stR/TNxvj3Yruq+bIlE3X9/+T/k3JxIFUDSZIQqNUiobAQurw8s8dLdDqciYmp0wdhHVUWwNvGnsWaq7HV5dMa9clwbRxd+sKsO5ejsmjvDDoid8ya+6nLnSxr1afPtZYj+2ZjLMWtm6r5qi0T9f3/5DmjcnEgZQVJpYImLMxsu1oI3G5j+YCjywIcXgZgwNvMilFdPq1RlwzXxlmlL3bNOvNsF3XJor0y6MjcObRfZfbcTn36XGs5om825pBSXC/Ocm2ZqOv/p9ufM3pBJjiQqoe6lA84uizA0WUABrzN7BkcUQLjrNIXe2adeXYde2XQkblzZL/K7JEljixPBBxTisssV6+u/5/ufs7oDZngQKqe6lI+4IiyAGeVARhwxiLP4YgSGEeWvjgi6/XJMzNaf/bKoL1z54x+lTNuUnUcWZ4I2L8U1zjLzKW5uv5/uvM5ozeUjnIg5QKOKAtwdBmAgbNnLDqs1SIuP99t/qCokiNLX+yZdXvkmRlVDnvnzpH9qr36UuaP6spepbiWssxc2o87njPWt39zp/xwIOUhHF0GYODsGYu6FBVBl5fn8Hp0ch/2zLo98syMei53mP2N+SNnsvQ3ISoqgOBgk/2YS2VTeumoO+WHAykP4ugyAAO73WbW6Wq9UpECoKtaXf/XIo9iz6xbm2dRVITAtm3NtjOjns0Zs78JvR6lFy787wGdDqHXX2/VczB/5GySJEEdEICSa/2mZOFkmblUPmeWjpr1cUCN/Zw75YcDKbKZvW4z63JyzLalARgAQFz7vmvfvkh2wuCQvJc1eRYVFTgVFYXAa9+HATCcOjCjZDMhgJISSADUAQE43qxZ5Ye+LTDOmiXMHznNtdwKvb7azBryylx6MaP+TaPR1JgXg6r9nDvlhwMpchl1SAgOa7XoUlQkb+sKICMjQz6xVavVkDx4thdyA0JA360bosvKAADH/PyQkZsr124zo2QTISD694d07bMJEoD21eyaptEgo5apiZk/cgqj3FaXWeO8Mpdeqkr/BtTcxwGW+zl3yg8HUuQykkqFuPx86PLyUJKbi9DOnQFUXsFwRokikTX0RUXwOXwYAJAOIConB4FarWsbRW5H6PWVpVA6HTQWPuCdBiAyIwNq40U+3WjmKvJsQqczOTkGzDPLvHo3odej5ORJi/0bYLmPA9w/NxxIkUtZLKsSwvLORE4m9HqkR0Sgw7XvE+PisJuDKLKFEBDFxRZLW8xKRFu1cpursORdSkpKYDj9DQdQDGaW/kfo9TjSqJFJhZHFcj0PzAsHUqQ4/sOHAwcPevQCbuQeSvLy0KG0FEBlSV9KWprHHQTIgYzKXKqWtlQtZ3GnUhbybmc6d0b53r1QazTMLAGoPFYaD6LcvVzPFhxIkTKo1UhD5WekfA4friwjCAys7aeInCYqMxMqHx9XN4PciL6oCCqjMhfj0hZ3L2chL2N0jPY9ehQNAI88Kaa6EXq9/O/co0eR0LGj1/Rv9XqXZdc+fE1UX2qNBjPi4uTvHb0eFpFVjMpMveWgQPYhKipw2qhsOQzArL59EdKqFTRhYcwTuRW1RoOZPEaTBUKvxxmjpWzUoaFe1b/Z9E6/++47TJkyBTExMfD19YVarUZQUBAGDhyIV155BefOnXNUO8nDSZKEH7Zvd3UziP5HiMoyUyJbWZrpsbAQySkpvIpPbkkCsIvZJQuMS+D/DAiAOiTExS1yLqsGUps3b0b79u0xdepUNGjQAE8++SQ2bdqE77//HitWrMDAgQPx448/IiYmBtOmTUNubq6j200eiCcYpCRCp5Nn60sDADdZHJBczzg7xjM9so8jd8X+kKzR9NdfUXJtkXFvYdVnpBYvXowlS5bgpptugsrC7boJEyYAAM6ePYulS5fi008/xdy5c+3bUvIunLmPXMx4lqoZcXHYzSn5yUrG2ZFQ+SFrInfG/pCsEXqt/DNdo0G78+crP+vu4ReQrBpI7d2716ona9GiBV577bV6NYgI4Mx9pCw/bN/OuwlkNXVICP4MCECH0lK0A1DRvTv7M/IY7A/JmDokBIe1WpNZ+9rrdEBQEES/fpCSkz267/OeT4OR8l2bFQj438x9RErAkwayhaRSITIrC+nXvmd/Ru7OuFSL/SEZk1QqxOXnQ5edjdyMDPk8DgCk3buhNxpgeSKbpz8XQmDjxo34+eefkZOTA32VOshNmzbZrXHkXQwz9+05cgTAtVICToFORG5Io9Ui0bg/0+nYn5FbEhUVuNCqFZheqo6kUkETFga1ELi9b1+k79mDnGuPnQ4LQ5ROB8lDlw+x+Y7UnDlzMHnyZJw4cQKBgYEIDg42+SKqK87cR0Seomp/5j98OD/7Se6nygyU3jgrG1lPkiQkp6Qgo7AQx/z8AADRZWXQd+vmsf2fzXek1qxZg02bNuHmm292RHvIyxmXDJTk5kLNRSvJRbxp1iFyDEmj4ULj5Nb0RUUmM1BGZmXxmEw1kiQJgVotonJykB4cjPao7P90mZmARuNx53U2v5Pg4GDEGC28ReQooZ0740ijRjyhJaerusAgUV1woXFyZ0KvR3pEhPx9YlwcNFqtC1tE7sRQ3ix/HxMDTXg4jgcFQRQVecwdKpsHUi+88AJefPFFlF5bfIvIngyzvxh0KSpCSV6eC1tE3sh4gUEAUDdt6sLWkLtiuTK5M+N+8JifH1LS0jjRBFlNkiSkpKUhrcpU+e11OkhBQRADBnjEYMrmgdSECRNw6dIlhIWFIS4uDt26dTP5IqoPw+wvuUePytt4R4qczmgGSQCccY3qjCee5AmiMjOh8tDJAshxVD4+SCgsrHZGP11mptuf49n8GakpU6bgwIEDmDRpEsLDw3mQILuTVCqoQ0Pl78/ExOC64mKPqqklZas6g2R6RAQzSHXjAVdcidj3UV3VNKOfJibG7RfvtXkgtXXrVnz//ffo37+/I9pDBMB0QcsOpaXQ5eVBExbm6maRlzCUJBzTaBBbVsYMUt0IUTlbHxGRlzPM6KcrLkZas2boeq3Sw90X77X5EkPLli0RFBTkiLYQySSVCpEZGa5uBnkxlY8PojIzXd0McmNCp5NnPEsDALXape0hInIlw4x+CYWFFkv93LGM3uaB1JtvvoknnngCmTzBIAdjKQG5mkkGWaJFNjKepW9mXBzUVT50TeQ22P+RHUkqFUJatcKsPn1w1mi7O85sanNp36RJk1BSUoI2bdpArVbD19fX5PGLFy/arXFERErhP3w4cPCg25UdkDLskiQwOeSu2P+RvUkAdup0MExh8mdAAK5zw8WebR5ILVmyhBNMEJF3uDZ7HxdUpTqpkh99URFULI0nd8H+jxzIuPTZnRd7tnkglZiYWO1jXFuKiDxJ1dn7SkpKoOGJBFmpan5Oh4UhSqeDxGmkyQ2w/yNHKtHpYCh2ToyLw243XezZ5qHfI488YnG7TqfDzTffXO8GEREpBRdUpfqQZ3/08wMARJeVQd+tGz9vQm6B/R85TJUZTX/Yvt1tq91sHkht3boVCxYsMNmm0+kwcuRIXL161W4NIyJSBJ70Uj2ofHwQlZOD9GvfG0qkiNyBu57ckrLpi4pMZjSV3HgiHpsHUj/88AM+/PBDvP322wCAoqIiDBs2DJIkYdu2bfZuH3kznsCSiwm9HmdiYlzdDHJzGq0WiXFx8vfuODMVeSkeh8nOREUFThutyTjDzWc0tfkzUm3atMG2bdswePBgqFQqfPbZZ/Dz88PWrVuhceNfBCkMF7IkBSjJy0OHa5/9dNcZhcj15BKpiAhXN4XIejwOk70JAX23boguKwMAHPPzQ0pamlvf+azT9BhdunTBli1b8Mwzz0CtVuO7777jIIrsigtZkhIIvV7+d2RGhlvOKETKYHyiYJwrIqXicZjsrepMfVE5OVC5+eQ7Vt2R6tq1q8XRop+fH86dO4d+/frJ21JTU+3XOvJaJSUl8mwuM+LisJsDdXIyQ1lfh2vfcxBF9nImJgbXFRczU6RoxrOq8ThM9mB8bndvXBxS3HSmPmNWDaRuu+02BzeDqHruPJsLuS+W9ZE9qUNC8GdAADqUlqJDaSl0eXnQGH1OgEhRPGhWNVImT1mk3KqBVNVZ+ogczbj0hZ03uQLL+sieJJUKkRkZQLNmAFjeR8pWdVa19rwbRfbggYs8W3VmIDhrCzkRZ0ojV6uaQQ6iyB6Mc3ShVSuIigoXtobIMqHXI91oYhR3n1WNlMOwyLNBSW6u288MadXZQadOnbB+/XqUl5fXuN/x48cxffp0vPbaa3ZpHHmnqiVVapZUkZMxg+QIhvI+gIvzknIZ93+eMKsaKUfVRZ41MTEQAwa4dT9oVWnf0qVL8eSTT+Lhhx/GsGHD0KNHDzRv3hz+/v64dOkSjh07hpSUFPz++++YOXMmpk+f7uh2k5dgSRW5GjNI9iKpVIjMykJ6cDDao7K0RV9UBFVQkKubRmRRy4wMt59VjZRF0miQAqC/4fvdu926H7RqIHXjjTfit99+Q0pKCjZs2IC1a9fi5MmTKC0tRUhICLp27Yp77rkHd999Nxo3buzoNpMX4QksuRozSPZkWJx3z5EjAID0iAjO4EeKdbZtW+aT7Eqt0eCpvn2RvmcPcq5tc+d+0KYFefv374/+/fvXviMRERGZkSQJKWlpOKbRILasjDP4keJwhklyJEmSkJySAl1xMY6Fhrp9P+h+Qz/yKpzZiog8jcrHB1GZmfL37OdISeQZJokcRJIkBGq1Jv2gu+JAihTtTEwMTzLItdz4Q7CkXMYlLOznSGncscSK3I8n5Myl72DRokXo2bMntFotwsLCcNttt+Gvv/4y2efy5cuYMWMGmjZtisDAQIwbNw7Z2dkm+5w6dQqjRo2CWq1GWFgYHn/8cVy9etWZb4XsyHhmqw6lpSjJy3Nxi8ib+Q8fzsEU2R37OSIi92fTZ6TsbefOnZgxYwZ69uyJq1ev4plnnsHw4cNx7NgxaK6tWTB37lxs3boVn3/+OYKDgzFz5kyMHTsWu3fvBgBUVFRg1KhRiIiIwJ49e3D+/Hncc8898PX1xauvvurKt0d1VHXhypLcXKhDQjziygW5iSqLBuoyMwEL66gwl1RXlvo5Y8wWKUXVbFrCvFJ91ZQzJefLpQOpbdu2mXy/evVqhIWF4cCBA7jhhhtQUFCAlStXYt26dRgyZAgAYNWqVejYsSN++eUX9O7dGz/88AOOHTuGH3/8EeHh4UhISMBLL72EJ598Ei+88AIaNmxo9rplZWUoKyuTvy8sLHTsGyWbGf/BhHbujMNaLeLy8xX7h2QL5k/5DIsGGmZW01SzQLQ75pL5U46q/Zwxd8yWtZhB91I1m5a4U16ZP2WqKWdKzledWqTX65Geno6UlBTs2rXL5Ks+CgoKAABNmjQBABw4cABXrlzB0KFD5X06dOiAqKgo7N27FwCwd+9exMXFITw8XN5nxIgRKCwsxO+//27xdRYtWoTg4GD5q2XLlvVqN9mfOiQEh7Va+fsuRUUeU/rC/CmfYWa1NAt3oYy5Yy6ZP+Wo2s8Zc8dsWYsZVL6asmmJO+WV+VMOa3Om5HzZPJD65Zdf0LZtW3Ts2BE33HADBg0aJH8NHjy4zg3R6/WYM2cO+vXrh87XRqVZWVlo2LAhGjVqZLJveHg4srKy5H2MB1GGxw2PWfL000+joKBA/jp9+nSd202OIalU6HzmjPz9QQBQq13VHLti/tyDyscHCYWF0NUwe1UK4Ha5ZP6Uo2o/Z8wds2UtZlD5JJUKcfn5NfZ/xtwpr8yfcsg5y87+35eFzCk5XzaX9k2bNg09evTA1q1b0axZM0iSZJeGzJgxA0ePHkVKSopdnq8mfn5+8PPzc/jrUP2UXr4M4/sBAdc+mO3umD/3IalUJp+NCgdQbPR41759kVzLXSulYf6UxbifCwOgu/Zvd8yWtZhB91Bb/2fMnfLK/CmLpFKZrB+lM5pQztAnKjlfNg+kjh8/jo0bN6Jt27Z2a8TMmTOxZcsW7Nq1C5GRkfL2iIgIlJeXIz8/3+SuVHZ2NiIiIuR9fv31V5PnM8zqZ9iH3JPxooAJAHQXLrjlYm3kOc507ozyvXuBaxeQ1Gq13S4mER3NyJD7OGaLlKZq/2eMeSW7EKJyptxrDH2ikvNlc2nf9ddfj7///tsuLy6EwMyZM7F582b89NNPaN26tcnj3bt3h6+vL3bs2CFv++uvv3Dq1Cn06dMHANCnTx8cOXIEOTk58j7bt29HUFAQYmNj7dJOco2qiwJynRVyiWsz+AGA79GjUAPQaDTQaDSK7djJPRlyxWyRYtTQ/zGvZG9Cp4PP4cMAgDQAmtBQxefLqjtSh6+9KQCYNWsWHn30UWRlZSEuLg6+vr4m+3bp0sXqF58xYwbWrVuHr776ClqtVv5MU3BwMAICAhAcHIz77rsP8+bNQ5MmTRAUFIRZs2ahT58+6N27NwBg+PDhiI2NxeTJk7F48WJkZWVh/vz5mDFjBm/degDjGVoutGoFjU4HycfHhS0ib1N1Br+S3NzK5RkU3LETEdmDWf9XUgJNYKCLW0WeqqSkRC51nhkXhxSFlvMZs2oglZCQAEmSIIwWpZw6dar8b8NjkiShoqLC6hdPSkoCAAwaNMhk+6pVq5CYmAgAWLJkCVQqFcaNG4eysjKMGDECy5cvl/f18fHBli1bMH36dPTp0wcajQZTpkzBwoULrW4HKZdxeV90WRkqunWDz8GDPIklp5EkCT9s3w5cKxXWxMRA9OsHKTmZOSQij1a1/yNyll2SBHc4wlo1kDpx4oRDXtx4YFYdf39/vPvuu3j33Xer3Sc6OhrffvutPZtGCiGpVIjMykJ6cDDao3JxVKHTQeIVMXIiSaNBCoD+hu9372YOye5YvkxKZFxWVZKbq+jFUcnNqdU4CCAB7nO+Z9VfQnR0tPx18uRJtGjRwmRbdHQ0WrRogZMnTzq6veSFNFotEuPi5O9LcnMBKwbhRPai1mjwVN++MJ7qpESnq3Z/orq40KoVhA1VHUTOFtq5M44HBUEUFfE4THZXdXZmdzjO2nxJYfDgwbh48aLZ9oKCgnqtI0VUHbm04BpNTAzEgAHsxMlpJElCckoKjhpNfuI/fDgzSPVmKF8GgOiyMui7dWOuSFGqLpraXqeDFBTE4zDZXemFC0gw+l49dqziM2bzQMrwWaiqLly4UPkBbCIHMJRWyd9fK60ichZJkqAJDZVnsDKUHRDVh1y+fO175oqUxrBoam5Ghtz/ATwOkwOo1abnenv2KD5jVq8jNXbsWACVJxOJiYkmM+JVVFTg8OHD6Nu3r/1bSIT/lVal79kDw0T3nD2InM1sBiudjhmkejOUL3NmSFIqSaVCSKtWuL3qcZh9INmRWqPBU3364KO9e9H+2jaln+tZfUcqODgYwcHBEEJAq9XK3wcHByMiIgIPPvggPv30U0e2lbyYpdIqImerWmbK8j6yB5YvkztgiTM5miRJ2LZ5szyI+jMgAOqQEJe2qTZW35FatWoVAKBVq1Z47LHHWMZHTidJkknuOMMVuYKk0SANQFe4z6xCpHycGZLcgXGJM/tAcgijgXlkRobiZ4i0uXULFiyARqNBTk4OkpOTkZycjJycnNp/kMjOOMMVuYKhvM+As0iSPVicGTI3F9DpmC9SFPaB5ChCr8eZmBj5e0tzMiiNzQOpoqIiTJ48GS1atMDAgQMxcOBAtGjRApMmTUJBQYEj2kgk4wxX5GoswyJHsFQ2pYmJAQIDmS9SFPaB5CgleXnoUFoqf++Rs/bdf//92LdvH7Zs2YL8/Hzk5+djy5Yt+O233/DQQw85oo1EMs5wRUrAWSTJEQxlUylVtzNfpDDsA8kh3HDWPpsHUlu2bMFHH32EESNGICgoCEFBQRgxYgQ+/PBDfPPNN45oI5EJLtBLrsYFeslRDNnSAOZlfuznSCHYB5IjqDUaPN23r3yxHFB+rmweSDVt2hTBwcFm24ODg9G4cWO7NIqoJiwrIFfj7FXkKIZs5RQXm5X5sZ8jpWAfSI4gSRJ2btsmz9oHAP633qroXNk8kJo/fz7mzZuHrKwseVtWVhYef/xxPPfcc3ZtHFF1WFZArsYFeslRDDOUVi3zk3bvhigudlm7iIwZ+sCD175nH0j2UCpJJv2ez759is6VzQOppKQk/PLLL4iKikLbtm3Rtm1bREVFYc+ePXj//ffRrVs3+YvIUVhWQErA2avIkSz1c6JrV4BLP5BCqNVqBPj7y9/zOEz1Ve0Mpgo9tlq9jpTBbbfd5oBmENnGUFaQm5kJXJsq03/4cODgQcANpsskzyCXmUZEALhWftWvH6TkZOaQ6k3u53JykBYRga4AVP/8A9G9O6TUVGaMXK+kBNddvix/63/rrcDevcwm1Zml8zslH1ttHkgtWLDAEe0gshkXBiQl4EKq5EiSJCE0LAwj4+Ox/tAhtAcgHTwIUVwMSat1dfPIy5UASMP/+j9DGRb7P6oP4xlMlX5srdNywfn5+VixYgWefvppXLx4EQCQmpqKs2fP2rVxRLVhaRW5GstMydEkScJvqamY0KaNvI0lfqQE7P/IUdylxM/mgdThw4fRvn17vP766/j3v/+N/Px8AMCmTZvw9NNP27t9RDXiDH7kapy9ipxBpVIhJS1NntzEUOLHnJErsf8jR6lukXKlnePZPJCaN28eEhMTcfz4cfgbfcDw5ptvxq5du+zaOCJrcAY/cjXO4EfOoAkMxH3x8fIaK4YSPyJXYv9HjmJpkXKlnePZPJDav38/HnroIbPtLVq0MJkSnchZWFpASsAyU3K0akv8iouZNXIp9n/kKEov8bN5IOXn54fCwkKz7enp6QgNDbVLo4hswdICUgKWmZIzWCrxg1bLrJFLsf8jR1F6iZ/NA6kxY8Zg4cKFuHLlCoDKN3jq1Ck8+eSTGDdunN0bSGQNlhaQErDMlJzBUOKXZrSNWSNXY/9HjqLkEj+bB1JvvvkmiouLERYWhtLSUgwcOBBt27aFVqvFK6+84og2ElnFrLSgpMSFrSFvZLEEgTkkOzOU+E2Nj2fWSDHY/5EjKTVfNq8jFRwcjO3btyMlJQWHDx9GcXExunXrhqFDhzqifURWq7o4qk6ng1oISApbvI08l6WFBJlDcgSVSoXUtDSzrEGng1qtZt7I6Sz1f0T2Ut3x1dV9ns0DKYP+/fujf//+te9I5ETGf0itY2LQtV8/JCcn86SCnEaSJGg0Gvl75pAcxVLWSgD0Y97IRapmksielNjn2VTap9fr8dFHH+GWW25B586dERcXhzFjxuCTTz6BUMAHvojUISEY2rs3NKhccX337t2KuPVL3oU5JGepmjWAeSMXU6uhAaABoBOC54dkV0rr86weSAkhMGbMGNx///04e/Ys4uLi0KlTJ5w8eRKJiYm4/fbbHdlOIqtIKhW279mDE9nZ8jadTseOnJzKUg6ZQXIEQ9ZyiouRXaXfY99HLiFJKEHlSW54RAS6deuG4uJiZpHsoqY+zxUZs3ogtXr1auzatQs7duxAWloaPvvsM6xfvx6HDh3Cjz/+iJ9++gmffPKJI9tKZJWqt37Dw8MxYMAAduLkVFVzyAySoxiyVrXfCwwMZO7I6dRqNfr16yd/f/DgQWi1WmaR7Ka6Ps8VGbN6IPXZZ5/hmWeeweDBg80eGzJkCJ566imsXbvWro0jqquqHTlLXcgV1Go1EhISAFSeTDCD5EhV+z2AfR85nyRJSE5ORlFRkdz/AZVZ1ClgumryHEo417N6IHX48GGMHDmy2sdvuukmHDp0yC6NIqovQ0eezdIqciFDDg2YQXIkQ96KFVLyQt5LkiQEBgYiNTXVJIvdunWDXq93YcvIk1g613M2qwdSFy9eRHh4eLWPh4eH49KlS3ZpFJE9sLSKlMB4FiFmkBxNSSUvRJIkITQ0VL4zdfz4cXTv3p1ZJLtx9UyRVg+kKioq0KBB9bOl+/j44OrVq3ZpFJG9sLSKXI0ZJFdQQskLEVB5onvgwAG0a9cOAPtBcixnD9KtXkdKCIHExET4+flZfLysrMxujSKyF8NtX61WC4ClVeR8zCC5giF3ubm5cjWJjov1kouoVCqkpqbK/SCzSI4yYMAApKamOi1bVt+RmjJlCsLCwhAcHGzxKywsDPfcc48j20pUJyytIldjBskVOIMpKYlxP8gskj25svLD6jtSq1atcmQ7iBzG8Ad28OBB+Q+MK6+TMzGD5CqGEr/du3cD+F+JH/NHzsYskqNUrfxwJqvvSBG5q6ozpxE5G2fvI1fhDKakFMwiOZKrykQ5kCKvwDpscjWW95GrcAZTUgpmkTwNB1Lkddhpkytw9j5yJeaPlIJZJE/CgRR5HV4BI1dgiSm5EvNHSiFJEnbt2uXqZhDZBQdS5BV4BYyUgCWm5ErMHymBEAI33HCDq5tBZBccSJFX4If9SWmYQXIl5o9cpaSkBAcPHgQAJCQkQK1Wu7ZBRPXAgRR5DX7Yn5SEGSRXYv5ICZKTk3mnlNwaB1LkNVjeR67GDJIrMX+kNBxEkbvjQIq8Bj9sTa7GDJIrMX9ERPbFgRR5FeOrXyxrIVdgBsmVeAeAlIR9ILk7DqTIa/EzAuRqzCAReTP2geTuOJAir8LPCJCrMYOkFDyBJVdgH0iehAMp8iqcBp1cjZ9TIaXg3QByBR6HyZNwIEVeh9Ogk6vxcyrkKrwbQErA4zB5Cg6kyOvwRIKUhCcQ5Ey8G0BKwOMweQrFDKRee+01SJKEOXPmyNsuX76MGTNmoGnTpggMDMS4ceOQnZ1t8nOnTp3CqFGjoFarERYWhscffxxXr151cuvJnfBEgpSEV2PJ2Xg3gFyNJc7kKRQxkNq/fz/ef/99dOnSxWT73Llz8c033+Dzzz/Hzp07ce7cOYwdO1Z+vKKiAqNGjUJ5eTn27NmDjz/+GKtXr8bzzz/v7LdAboYnEuRKvBpLrsT8kRKwxJk8gcsHUsXFxbj77rvx4YcfonHjxvL2goICrFy5Em+99RaGDBmC7t27Y9WqVdizZw9++eUXAMAPP/yAY8eO4dNPP0VCQgJuuukmvPTSS3j33XdRXl7uqrdEboAnEuRKvBpLrlQ1fzqdjheTiMhj6HQ6m77q0/+5fCA1Y8YMjBo1CkOHDjXZfuDAAVy5csVke4cOHRAVFYW9e/cCAPbu3Yu4uDiEh4fL+4wYMQKFhYX4/fffq33NsrIyFBYWmnyRd3HliSzzR4DrrsYyfwSY5i88PNypF5OYQXIl5s/zhYeHIzAw0Oqv+vR/Lh1IrV+/HqmpqVi0aJHZY1lZWWjYsCEaNWpksj08PBxZWVnyPsaDKMPjhseqs2jRIgQHB8tfLVu2rOc7IXfkqhNZ5o9cifkjoPKufL9+/Vzy2swguRLz55lc1ae5bCB1+vRpzJ49G2vXroW/v79TX/vpp59GQUGB/HX69Gmnvj4pg1qtRnFxMYqLi6FWq532uswfAcwfuZbhrjwzSK7CPpDsqWqfZstXffLXwI7vwSYHDhxATk4OunXrJm+rqKjArl27sGzZMnz//fcoLy9Hfn6+yV2p7OxsREREAAAiIiLw66+/mjyvYVY/wz6W+Pn5wc/Pz47vhtyRJEnQaDROf13mjwDmj1yPGSRXYv7I3lyRKZfdkbrxxhtx5MgRHDx4UP7q0aMH7r77bvnfvr6+2LFjh/wzf/31F06dOoU+ffoAAPr06YMjR44gJydH3mf79u0ICgpCbGys098TERERERF5B5fdkdJqtejcubPJNo1Gg6ZNm8rb77vvPsybNw9NmjRBUFAQZs2ahT59+qB3794AgOHDhyM2NhaTJ0/G4sWLkZWVhfnz52PGjBm82kBERERERA7jsoGUNZYsWQKVSoVx48ahrKwMI0aMwPLly+XHfXx8sGXLFkyfPh19+vSBRqPBlClTsHDhQptexzDtIWduIQNDFpwxJTDzR1Uxf+RqzCC5EvNHrmZtBiXBxSNw5swZztpCFp0+fRqRkZEOfQ3mj6rjjPxlZGSgTZs2Dn0Ncl/sA8mVmD9ytdoyyIEUAL1ej3PnzkGr1Tp1SuzCwkK0bNkSp0+fRlBQkNNe113aA7iuTUIIFBUVoXnz5lCpHPtRwpryp8T/E1fxpt+FM/OXn5+Pxo0b49SpUwgODnboa7kTb8qbJUrpA51Byf/XSm2bo9vlTflzJqXmSSmMfz9ardaqDCq6tM9ZVCqVw6941CQoKEhRgVZaewDXtMlZJ5XW5E+J/yeu4i2/C2fmz/B63vB7tZW35M0SJfWBzqDk/2ults2R7fK2/DmTUvOkFIbfjzUZdOmCvERERERERO6IAykiIiIiIiIbcSDlQn5+fliwYIFVU7UnJiaiVatWte6XmZkJSZKwevVqh7bHWZTYJmdS+vt3Ri4NlP67cFfu8nt1ZtYA9/m9UP1Z83/t7PzZ0jZXUGq7vI2tudywYQP/32pQl1xzIGUH69atw9tvv23zz/n5+eGFF15QTKBtac9ff/2FuXPnom/fvvD394ckScjMzLS474YNGzBp0iS0a9cOkiRh0KBBFvf7/fffcccddyAmJgZqtRohISEYNmwYunfvbrFNy5YtQ8eOHeHn54cWLVpg3rx50Ol0NbZ77dq1kCQJgYGBtb5HJahPRuqaS6Wy5XexYcMGeUmERo0aoW/fvvjpp59M9ikoKMATTzyBdu3aISAgANHR0bjvvvtw6tQpk/02b96MESNGoHnz5vDz80NkZCTGjx+Po0ePmr1uq1atIEmS2de0adPq9+YdyB79kKdlDaj99+KIPhAADhw4gJEjRyIoKAharRbDhw/HwYMHTfYxnBRV9/XAAw+YPW9qairGjBmDJk2aQK1Wo3PnznjnnXes/XUoWn3zp7RjsbHq2uaI/BUXF2PBggUYOXIkmjRpUuOA0M/PD7GxsRg4cCAaNWqEpk2bYuDAgdi6davJfufOncOkSZNw3XXXQavVolGjRujVqxc+/vhjp0xt7kpK7Bd9fX0dmvXqjoGSJKFdu3bV/lxKSoq8X15ensljtmQdAL7++mt069YN/v7+iIqKwoIFC3D16lWr2l+XvoCTTdjBunXrcPToUcyZM8dhr/Hhhx9Cr9c77PlttXfvXrzzzjuIjY1Fx44dzQ70xpKSknDgwAH07NkTFy5cqHa/kydPoqioCFOmTEHz5s1RUlKCL774AmPGjMH777+PBx98UN73ySefxOLFizF+/HjMnj0bx44dw9KlS/H777/j+++/t/j8xcXFeOKJJ6DRaOr8vt2JN+YSAF544QUsXLgQ48ePR2JiIq5cuYKjR4/i7Nmz8j56vR7Dhg3DsWPH8PDDD6N9+/b4+++/sXz5cnz//ff4448/oNVqAQBHjhxB48aNMXv2bISEhCArKwsfffQRevXqhb179yI+Pt7k9RMSEvDoo4+abGvfvr3j37gLeWPWHNEHpqamon///mjZsiUWLFgAvV6P5cuXY+DAgfj1119x3XXXAQBCQ0OxZs0as5/ftm0b1q5di+HDh5ts/+GHHzB69Gh07doVzz33HAIDA/HPP//gzJkzdXvzCsP82Sd/eXl5WLhwIaKiohAfH4//+7//q3bfpUuX4pFHHsGoUaPw2muv4fLly1i9ejVuueUWfPHFFxg7dqz8nGfOnMH48eMRFRWFK1euYPv27UhMTMRff/2FV199ta6/AsXzxly+/fbbKC4uNtl28uRJzJ8/36xfMtDr9Zg1axY0Go3Fi+G2ZP27777DbbfdhkGDBmHp0qU4cuQIXn75ZeTk5CApKale761agupt1KhRIjo62tXNEEIIceLECQFArFq1yqGvc+HCBVFYWCiEEOKNN94QAMSJEycs7nvq1ClRUVEhhBCiU6dOYuDAgVa/ztWrV0V8fLy47rrr5G3nzp0TDRo0EJMnTzbZd+nSpQKA+Prrry0+15NPPimuu+46cffddwuNRmN1G9yVN+Zy7969QpIk8dZbb9W43+7duwUAsWzZMpPtH330kQAgNm3aVOPPZ2VliQYNGoiHHnrIZHt0dLQYNWpU3Rrvxrwxa47oA2+++WbRuHFjkZeXJ287d+6cCAwMFGPHjq21TTfeeKMICgoSpaWl8raCggIRHh4ubr/9drkNnob5s0/+Ll++LM6fPy+EEGL//v01vo927dqJnj17Cr1eL28rKCgQgYGBYsyYMbW2/5ZbbhEajUZcvXq11n3dlTfm0pKXXnpJABC7d++2+HhSUpJo2rSpmD17tgAgcnNzTR63JeuxsbEiPj5eXLlyRd727LPPCkmSxB9//GGfN1QFS/tqUVRUhDlz5qBVq1bw8/NDWFgYhg0bhtTUVADAoEGDsHXrVpw8eVK+LWmoVy0vL8fzzz+P7t27Izg4GBqNBgMGDMDPP/9sczss1cHm5+cjMTERwcHBaNSoEaZMmYL8/HyTfXJychAaGopBgwaZ3Eb/+++/odFocOedd8rbSkpK8Oeff5rdVrWkSZMm8hX72rRs2bLO60D4+PigZcuWJu9r7969uHr1KiZOnGiyr+H79evXmz3P8ePHsWTJErz11lto0MD9b8Qyl5a9/fbbiIiIwOzZsyGEMLsyZmBYsTw8PNxke7NmzQAAAQEBNb5OWFgY1Gq12fsyKC8vr7XM1F0wa5Y5og9MTk7G0KFD0bRpU3lbs2bNMHDgQGzZsqXaPAPA+fPn8fPPP2Ps2LHw9/eXt69btw7Z2dl45ZVXoFKpoNPpFHUFuzbMn2WOyJ+fnx8iIiKses7CwkKEhYWZrLsUFBSEwMDAWvtPoLIErKSkBOXl5Va9ntIwl9Zbt24dWrdujb59+5o9dvHiRcyfPx8LFy5Eo0aNLP68tVk/duwYjh07hgcffNDkPO/hhx+GEAIbN26sU/trw4FULaZNm4akpCSMGzcOy5cvx2OPPYaAgAD88ccfAIBnn30WCQkJCAkJwZo1a7BmzRq5JrawsBArVqzAoEGD8Prrr+OFF15Abm4uRowYUeOtSWsIIXDrrbdizZo1mDRpEl5++WWcOXMGU6ZMMdkvLCwMSUlJ2LlzJ5YuXQqg8jZqYmIitFotli9fLu/766+/omPHjli2bFm92lZfOp0OeXl5+Oeff7BkyRJ89913uPHGG+XHy8rKAJif7KrVagCVnzGoas6cORg8eDBuvvlmB7bceZhLy3bs2IGePXvinXfeQWhoKLRaLZo1a2b2sz169IBGo8Fzzz2Hn376CWfPnsXOnTvxxBNPoGfPnhg6dKjZc+fn5yM3NxdHjhzB/fffj8LCQpNcGvz0009Qq9UIDAxEq1at8J///Meq351SMWvOU1ZWZvEkVK1Wo7y83OLn8gzWr18PvV6Pu+++22T7jz/+iKCgIJw9exbXXXcdAgMDERQUhOnTp+Py5ct2fw/2xvwp06BBg7Bt2zYsXboUmZmZ+PPPPzFjxgwUFBRg9uzZZvuXlpYiLy8PmZmZ+Pjjj7Fq1Sr06dPHqkGXEjGX1klLS8Mff/yBf/3rXxYff+655xAREYGHHnrI5ue29FpA5fHdWPPmzREZGSk/bncOuc/lQYKDg8WMGTNq3Ke627dXr14VZWVlJtsuXbokwsPDxdSpU21qx5QpU0xe48svvxQAxOLFi01eb8CAARZv3951111CrVaL9PR0+dbol19+abLPzz//LACIBQsW2NS22m61GrOmtO+hhx4SAAQAoVKpxPjx48XFixflxw8cOCAAiJdeesnk57Zt2yYAiMDAQJPtW7ZsEQ0aNBC///67EKLyd+nupX3MpbmLFy8KAKJp06YiMDBQvPHGG2LDhg1i5MiRAoB47733TPbfsmWLaNasmZw1AGLEiBGiqKjI4vNfd9118n6BgYFi/vz5ZqVSo0ePFq+//rr48ssvxcqVK+X3/cQTT9TYdiVj1mpnrz4wLi5OtG/f3qTcqaysTERFRQkAYuPGjdU+b/fu3UWzZs3MMtmlSxehVquFWq0Ws2bNEl988YWYNWuWACAmTpxo1ftzJeavdvY+BgtRe2lfdna2uPHGG036z5CQELFnzx6L+y9atMhk3xtvvFGcOnWq1nYoFXNpnUcffVQAEMeOHTN77NChQ8LHx0d8//33QgghFixYYLG0z1hNWTc8ZilXPXv2FL1797a5/dZw/xonB2vUqBH27duHc+fOoXnz5jb9rI+PD3x8fABUjvTz8/Oh1+vRo0cP+fZvXX377bdo0KABpk+fbvJ6s2bNQnJystn+y5Ytw//93/9h/PjxSE9Px+TJk3Hrrbea7FP1Fq+rzJkzB+PHj8e5c+fw3//+FxUVFSa3/7t164brr78er7/+Olq0aIHBgwfjjz/+wPTp0+Hr64vS0lJ53/LycsydOxfTpk1DbGysK96OQzCX5gxlTxcuXMD69evl0oTx48cjLi4OL7/8sslVr9DQUHTt2hUzZ85Ep06dcPDgQSxevBj33nsvPv/8c7PnX7VqFQoLC5GRkYFVq1ahtLQUFRUVJiUzX3/9tcnP3Hvvvbjpppvw1ltvYdasWYiMjKz1fSgNs+Y8Dz/8MKZPn4777rsPTzzxBPR6PV5++WWcP38eAEz6NmPp6ek4cOAA5s6da1bCVVxcjJKSEkybNk2epW/s2LEoLy/H+++/j4ULF9Y4m5arMX/KpFarcd111yEyMhK33HILioqKsGTJEowdOxbJyclo27atyf533XUXevTogdzcXGzZsgXZ2dnV5tkdMJe10+v1WL9+Pbp27YqOHTuaPf7II4/gpptuqnYSClsZ8mRpxj1/f3+5pN/eWNpXi8WLF+Po0aNo2bIlevXqhRdeeAEZGRlW//zHH3+MLl26wN/fH02bNkVoaCi2bt2KgoKCerXr5MmTaNasmdk03oZZnapq0qQJ3nnnHRw+fBjBwcGKnva2Q4cOGDp0KO655x75cwGjR482+UP+4osvEB8fj6lTp6J169YYPXo0JkyYgK5du5r8TpYsWYK8vDy8+OKLrngrDsNcmjOUiPj6+mL8+PHydpVKhTvvvBNnzpyRpzbPyMjA4MGDMXXqVDzzzDO49dZbsWDBAixfvhwbN27Ed999Z/b8ffr0wYgRIzB9+nR8//33+PTTT/H000/X2CZJkjB37lxcvXq1xhmwlIxZc55p06bhmWeewbp169CpUyfExcXhn3/+wRNPPAEA1S7bsHbtWgAwK+sD/vd3cdddd5lsN5Ta7N27127tdwTmT5nuuOMOnDp1CqtXr8b48eNx77334v/+7/9QXl6OZ5991mz/6OhoDB06FHfddRfWrl2LmJgYDB061G0HU8xl7Xbu3ImzZ89a7Jc2bNiAPXv24M0337Tb6xn6OsPHP4xdvnzZYWWkHEjVYsKECcjIyMDSpUvRvHlzvPHGG+jUqZPFE62qPv30UyQmJqJNmzZYuXIltm3bhu3bt2PIkCEu+bCvYVrwS5cuudW0t+PHj8f+/fuRnp4ub2vRogVSUlKQnp6OXbt24cyZM1i8eDFOnz4tTzVdUFCAl19+GQ888AAKCwuRmZmJzMxMFBcXQwiBzMxM5OTkuOpt1Qtzaa5JkybyQclwtc8gLCxMfg0AWL16NS5fvoxbbrnFZL8xY8YAAHbv3l3jazVu3BhDhgyRT2Br0rJlSwCVH6p1R8yac73yyivIzs5GcnIyDh8+jP3798u/q+qm0V+3bh2uu+46dO/e3ewxw9XyqhOrVP2bUCrmT3kyMjKwbds2ub80aNKkCfr3719r/wlUHtdPnz6NXbt2OaqZDsVc1m7t2rVQqVRmF3EA4PHHH8cdd9yBhg0byudmhgkxTp8+jXPnztn8eobJogx38I2dP3/e5juH1uJAygrNmjXDww8/jC+//BInTpxA06ZN8corr8iPG89aY2zjxo2IiYnBpk2bMHnyZIwYMQJDhw61ywd8o6Ojcf78ebNZnP766y+L+2/btg0rVqzAE088gdDQUEyZMsXqBcpczXDFytKVmnbt2mHAgAGIiIjAsWPHcP78eXmigEuXLqG4uBiLFy9G69at5a8vvvgCJSUlaN26tcnaVO6GuTSlUqmQkJCA3Nxcs5mgDJ1yaGgoACA7OxtCCFRUVJjsd+XKFQCwqg2lpaVWXT00XKU0vLY7Ytacq3Hjxujfvz/i4uIAVE4YERkZiQ4dOpjtu2/fPvz9998Wr/oCkAdXxuuoAeZ/E0rG/ClLdnY2AJj1n0BlH2pt/wlYPq67C+ayemVlZfjiiy8waNAgiwOY06dPy7P5Gb4MEzN169atThODJSQkAAB+++03k+3nzp3DmTNn5MftjQOpGlRUVJj9kYeFhaF58+Ymtw41Go3FzsBwVdy4JG3fvn12KaW4+eabcfXqVZMFxioqKuTZV4zl5+fj/vvvR69evfDqq69ixYoVSE1NNVsIr75TXNaXpbtDV65cwSeffIKAgIAaP+Ok1+vxxBNPQK1WY9q0aQAq/682b95s9jV48GD4+/tj8+bNtZZmKRFzWb0777wTFRUV+Pjjj+Vtly9fxtq1axEbGyt36O3bt4cQAv/9739Nfv6zzz4DAHTt2lXeZimXmZmZ2LFjh8nsQBcvXrQ4MHvttdfQsGFDDB48uNb2Kw2z5nobNmzA/v37MWfOHItTWK9btw4Aqp0Va8KECQCAlStXmmxfsWIFGjRogEGDBtm3wXbE/ClT27ZtoVKpsGHDBpPf7ZkzZ5CcnGzSf+bm5lp8jpUrV0KSJHTr1s3h7bU35rJ23377LfLz86u9wGPp3MzwueZPPvkES5Yssfq1DDp16oQOHTrggw8+MDkWJyUlQZIkk5J/e+JkEzUoKipCZGQkxo8fj/j4eAQGBuLHH3/E/v37Teo6u3fvjg0bNmDevHno2bMnAgMDMXr0aNxyyy3YtGkTbr/9dowaNQonTpzAe++9h9jY2BrXA7HG6NGj0a9fPzz11FPIzMxEbGwsNm3aZPGPdvbs2bhw4QJ+/PFH+Pw/e3ce3lSVvwH8vSnQNrdpWbqxFssiW2kpi9CCoLKouOO4jCIVcAU3xo3REcUNccERBRcUHQRF/YGMqCyiA23BBdpaEBWYWihiN6BbUgs05/dHmztJmrRJm+TeJO/nefpAbm6Tk/btuTm533tOSAguvPBCzJ49G0899RQuv/xyJCcnA2iY4vK8887DggUL8Pjjjzf7/JWVlcofpuU0/quvvoqOHTuiY8eOmDt3rrLvjh07lNP3ZWVlMBqNeOqppwAA5557Ls4991wAwG233Yaqqiqce+656N69O4qLi7F69Wr88ssvePHFF21qfu+55x78+eefSElJwenTp7FmzRp8//33eO+999CrVy8ADRfDXnHFFU3a/umnn+L77793eJ8/YC6du+2227BixQrMmTMHBw4cQK9evbBq1SocPnwYn332mbJfRkYGXnjhBdx2223Izc3F4MGDkZOTgxUrVmDw4MG48sorlX2TkpJwwQUXICUlBZ06dcLBgwfx9ttvK4Mki3//+9946qmncPXVV+Oss87CiRMnlJXtn3nmGZfXZ9ESZs05b/SBO3bswMKFCzF58mR06dIF3377LVauXIkLL7zQ4ZTS9fX1WLt2LUaPHo0+ffo4bOewYcMwc+ZMvPPOOzhz5gzGjx+P//znP/j4448xf/58r5W7eALz55w38md5jIqKCuWM5WeffaaUe911112IiopCTEwMZs6ciRUrVuCCCy7AVVddherqaixbtgy1tbU2H1A+/fTTyM7OxoUXXohevXrhxIkT+L//+z/88MMPuOuuu5pMSuEPmMuWrV69GqGhoZg2bZrD+x29/7JM/X7RRRchOjpa2e5O1p9//nlcdtllmDx5Mq677jrs27cPr776KmbPnu1wwguP8MpcgAGirq5OPPDAAyI5OVkYDAYhy7JITk4Wy5Yts9mvpqZG/PWvfxUdO3YUAJSpKM1ms3jmmWdEQkKCCA0NFcOGDRMbN25sMl2lKxx9z/Hjx8X06dNFZGSkiIqKEtOnTxe5ubk2U1xu2LBBABAvvviizfdWVVWJhIQEkZycLE6dOiWEcG+KS8sq2Y6+7NtpmdLS0Zf1c33wwQdi4sSJIi4uTrRr10506tRJTJw4UWzYsKHJ869cuVIkJycLWZaFwWAQF1xwgfj6669bbLcQ/j/9OXPZvJKSEjFjxgzRuXNnERoaKs455xyxadOmJvsdPXpUzJw5U5x11lmiQ4cOomvXruKWW25pMvXqggULxIgRI0SnTp1Eu3btRLdu3cR1110n8vPzbfbbvXu3uPTSS0X37t1Fhw4dREREhBg7dqz46KOPXGq3FjFrznmjDzx06JCYPHmyiI6OFqGhoWLAgAHi2WefbTJVsoVlyYdXXnml2baeOnVKPP744yIhIUG0b99e9O3bVyxZsqTF16g25s85b+RPCCESEhKc7ms95fTp06fF0qVLRUpKioiIiBARERHivPPOa3Ic3rJli7jkkktEt27dRPv27YXBYBDp6eli5cqVwmw2t/g6tYi5bF5lZaUICwsTV111lVuvxdn05+5kXQgh1q9fL1JSUkRoaKjo0aOHePTRR5XX4g2SEH4y1yYREREREZFG8BopIiIiIiIiN/EaKZWdOHGiyQxj1kJCQvxiViUKLMwl+QqzRmpi/kiLmEv/wdI+lU2YMAHbt293en9CQgIKCwt91yAiMJfkO8waqYn5Iy1iLv0HB1Iq27NnT7MLIoaHhyM9Pd2HLSJiLsl3mDVSE/NHWsRc+g8OpIiIiIiIiNzEa6TQsJjrsWPHYDAYnK5ETcFFCIHq6mp069bN4SKYnsT8kT3mj9TGDJKamD9Sm6sZ5EAKwLFjx9CzZ0+1m0EaVFRUhB49enj1OZg/cob5I7Uxg6Qm5o/U1lIGOZACYDAYADT8sCIjI1VuDWlBVVUVevbsqWTDm5g/ssf8kdqYQVIT80dqczWDATOQeu211/D888+juLgYycnJWLp0KUaNGuXS91pO5UZGRvKPiGz44jQ/80fOMH+kNmaQ1MT8kdpaymBALMi7du1azJs3DwsWLEBOTg6Sk5MxZcoUlJaWqt00IiIiIiIKQAExkHrppZdwyy234Oabb8agQYPw+uuvQ6/X45133vHYcwizGcbSUhhLSyHMZo89LpGrmEHyFWaNtIrZJF9h1sgVfl/ad+rUKezZswfz589Xtul0OkycOBG7du1y+D11dXWoq6tTbldVVbX4PKbycshxcQAAY0kJ5NjYNracglVr8gcAprIyyPHxAJhBaj1X8sf+jryptX0gwGxS27maPx5zyRV+f0aqvLwc9fX1iGvsWC3i4uJQXFzs8HueffZZREVFKV+crYV8qVX5EwJhkyd7v3EU8Nj/kdqYQVKTS/njMZdc5PcDqdaYP38+Kisrla+ioiKn+1pO7ZrKynzYQgpk7uQPaMxgYSFC8vMBALkAoNd7v6EUkFqTPyJPcjeDFsJs5rGY2syV/AmjUTnmHgBgMhqVMj9XvthvBg+/L+2Ljo5GSEgISkpKbLaXlJQgvvGUrL3Q0FCEhoa2+Niivh4Ho6LQ32iE7JHWErmePwgBUVODg127or/RqGyek5SEbJmJpNZxOX+NjvfuDdlohBQS4sVWUTBxpw+EydTwX7O5SV9I1Bqu5M9kMinv+/oDQGKiW89xQJbR748/IFkv5KrXA1zwN+D4/RmpDh06YPjw4di2bZuyzWw2Y9u2bRgzZkzrH1gImFNTm3Ta+QYD9NHRrX9cIlcIATF2LKTISJsM5soysnJzufo6eZU+Ohq/hIcDABLq6mBOTW14U0vkK419ICIigIiIJn0hj8XkTfroaOS3YQ2r/kYjpMhIJb+IiIAYN479aADy+zNSADBv3jzMmDEDI0aMwKhRo/Dyyy/DaDTi5ptvbvVjWp/WPQqg/rvvoJdlDDn7bNtPGIi8QBiNkHbuVG7nAeheUICUhATmj7xO0unQo7gYB6Ki0B9ASH4+jIWFQOOZUH10NHNIXmXfB1rkAuhRUIAk9oXkRZJOh6SKChjLy936PpPRiKOJiRjm6DGzs9mPBqCAGEhde+21KCsrw2OPPYbi4mKkpKRg06ZNTSagcIf1ad0eAHDOOQCcnK5tCU/nkpus82fRpUsXSLW1nn0iZpOckA0GZCQlYefevQ23rUpbWtUPAswbucy+DzwAYByAoaNHY0tMTMt9IbNGbSTpdG7P1KcXAlempSHX6kMAGYBlVdMm/WhlJcum/VxADKQAYO7cuZg7d67HHs9yWndodbXN9v5GI+DmytciPR1SZiY7dXKZff5SACAqyuPPw2ySM5IkISs3F7lRURhmV+Lcmn4QYN7IdfZ9YH8AJQDw7beACyVXzBqpQZIkZGZlwdR4bR/QcH1fbteuDvvR+tRUhOTlMad+LGAGUp5mf1q3udO1LT6W3enctuLp4MBnyV/Z4cOtzp1Lz+PBbDKXgUcXEoKUqiqP9IOAbd6YF2pOW/tATx93AfZx5BpJkiDb5c6+Hz2ZmKiUTZurq6FrxQdTpA0cSDXD+rSuo9O1LXF2OretWl1W0xKWQmiKpNMhundvt3PnCm9k02u5bC3m2SPa2g8CjvPGvFBLWtMHeuu4C3g5s8xfQLPvRy+3Kpsuio1Fr7Ky5nPFfGgWB1IucnS6tiXOTue2VWvLalrCUgjtaU3uXOGNbHorl63FPHtea/PoKG/MC7nC3cx567gLeDezzF/wsJRN75dlDKqrQ0JdXYu5Yj60iwMpNzg6XdsS69O5bdXWspqWeKMUAmA5RFu1Jneu8FQ2vZ3L1mptnpnX5rU2j5a8BVpeAGbG29zNnCePu4Bv+jheAhBcdCEh6FVa2nANqgv7eyofzIXncSDlZa2Z9cWZ1pbVtMSbpRCAh8oheFrb4zyVTW/lsrXamuc255VZdciSt0DLC+DjMkXmq0WePO4C3u3jNH0JALPmVbLBgLtayJWn8+GTvirIcsOBlB/xpzIva54oh+Bpbe3yVi5bq615bmtemdXmBVpeAN+WKTJfvufNzGr5EgBmzbtcyZWn8+GLvirYcsOBlJ/RepmXNU+WQ7h7Wpunr33LW7lsrdbk2VN5tWRVzwVDnQqEvADqlLU66wvZ53mXNzOr1UsAWjruMnNt50quPJEPX/ZVrr5fC5T8cCBFADxfCgF4phyitae18w0GJFVUBMQfKbnPUwspusM+q01KKIKs3MGftLb/82WZYkt9oZK3iAjmzM9o7RIAV4+7PM76hify4Yu+yt33a4GyIDEHUuQ1niiHaO1p7aHV1TCWl3t8cEiBq615tc+qfQlFsJU7BANflim21Bda8sacBTePHHfr611aAJ7HWf/hi77K3fdrgbIgMQdS5FWeKIdwdlpbmM2oPXIEMeec0+S+LADD9Po2PS8Fn7bmNaWqyukColJ2NhdeDEC+LFN01Bfal+xI2dkQRmPDmSkKSq5kUpjNMDkpF5NcfCPM46x/8UVf5aiPEmYzao8fV26bjEaEnHMOeqBhQWJ/7684kCLNa3JaWwiImhoc7Nq14VPYRrEALLeGpaUhU0PXYFBwcLSAqHW5w4H4eJxdU8NSGGoVR32hXq/HX885B+9+9x26N242mUyQ/fiNCXmQEIDdWQhhNjc5fjpjfVy1x+Ms2ZN0OsgxMUrmXMmav/dXHEiRfxECYuxYSDt3or/V5lxZRoHV9Sh6vR6SH58qJv9lX0JhXSYzoLaWpTDkGVZ94Varzb+Eh+Ps6GjVmkUaYpURaxJgc/x0xv64ao/HWWrCLnMtZS3fYECSn/dXHEiRXzFXV0NndVDIBdCjoAApnCGNNMS6hELU1CjbcwH0ZykMeYB9Xwg05KtfcTH7wiCnlO0ZjZCbmVzAcvzUOzmrlBIgs6qRbwizGabDhx1mzlnWkgIgYxxIkd8QZjMOxMdjQOPtWAD909KQ2bs3PxUjbRICprIyWA4dc5KSkM1SGGojUV+PothYJDTetpRfDUtLQ6bBoGLLSG3CbMbejh0xtLraZrujEr1hPH6Sh4j6ehyMimr+cosAzRoHUuQ3TOXlGFBbCwDYHxqKgrIyyBERAfmHSQGgscTB+tO5LVu3Mq/UNkLAnJqKhLo6AP/rCyWdjqVWBFN5eZNBlLMSPeaFPKKxT7IeRAXT5RYcSJH/EEL5b6/CQkTwk1fSMFFTY3NtQhaAYTwbRW0kjEaE5OcDAA4A6FVayr6Q/sfqOFm2bx/0MTEs0SPvEQKitNSmT+oUZJdbtOlV1jV+IkbkdWYzwtPTlZvB8gdKfkYIwGgEamoghv1vAvRYAA+npTm9FoHIVSarT30zkpIgcxBFFnbHSX1MDOTYWB4vybOsj3OpqZDi45W7MpKSEN27d1Blzq1X+uWXX2LGjBlITExE+/btodfrERkZifHjx+Ppp5/GsWPHvNVOCmZCQAwfDt1//wug4aJF8IJ90prGUj5ERAAGg01e9xUXIzMrK2BLG8hHhEDY5MnKTZaKkoLHSfIFu+OclJen3JUFYEt2dtD1SS4NpNavX4/+/ftj5syZaNeuHR566CGsW7cOmzdvxooVKzB+/Hh89dVXSExMxO23346ysjJvt5uCiDAalT/WAwBmJSfzk33SHPtSPqDhzcys5GTExMYG3cGFPM+6rC8XgMR+kBpZHyePgsdJ8g5nx7kINFRd+PN6UK3l0jVSixcvxpIlS3DRRRdB5+B03TXXXAMA+P3337F06VK8//77uO+++zzbUgpaJqNRmfXsmj59kJOTwzelpB2NZQ5i2DBYUmmZrah/cjL2MK/kIdZ9IWeAJGsmk0nJRg8AeyQJkhAA+x7yFLPZ6XGuOCsLsiwH5bHOpYHUrl27XHqw7t27Y9GiRW1qEJENu1KWrOxsh4N5IlVYLT5oSaWllE+OiAjomYrIx1jWR83R65EFYGzjTSkvD2L4cEg5ORxMUds5KB3lca4B35GSprGUhbRMGI02ZQ7WpXzB+ukceQf7QmqOXpbxcFoaItBQAg80DqZKS21m8iNqDVFT0+QSCx7nGrg9/bkQAp988gm++eYblJaWwmw229y/bt06jzWOyLpcgaUspDXW+YwF0J2lfOQlLOuj5kiShMysLBiNRoxNSUFe45kDKT4eIiUF0p49AKs5qDWEgHnsWIQ03uQlFrbc/qu69957MX36dPz222+IiIhAVFSUzReRt7CUhbRsX0EBcnJzWXpKnseyPnKBJEmIiIhAVm4usqy3N5b58cwUtYb92fAsHudsuH1GatWqVVi3bh0uvvhib7SHyCm+cSAtY4kDeYv9G5n+PBtFzZAjIvBwWhrydu5EDoD++F+ZnxQby2umyC1NKoOCcGa+5rg9pIyKikJiYqI32kJE5L/4aS95iclkUv4/NymJ01pTsyxlfsXV1bimT5//bY+Ph0hNBWpq2F9Rq2zZsoUfGNpxeyD1+OOP44knnkBtba032kNE5JfCJk/mmxPyuh2SBL6NoZY0V+YHgwFi3Dj2V+S28ClTmBs7bg+krrnmGpw8eRKxsbFISkpCamqqzRcRUdDQ65Hb+N+Q/HzOkEXewZxRK1nK/CIAJUMAIGVnN+TIaGSWqHn2/Y/RqGpztMbta6RmzJiBPXv24MYbb0RcXBxP8RFR0NLLMuYkJWHn3r0ArGbIyswEZJnXIpBHOM0ZZ2KjFljP5jdu7Fj8/uOPKLXcFx8PAMwSNcu+/zGVlUGWJECv5zEOrRhIff7559i8eTPGjh3b8s5ERAFMkiRsyc5GVmSkzUKYMBgg0tMbBlQ80FAbOcsZF1wlV1jK/HJyc1FWWoqs+HhYv4Njlqg5kiRhy9atQOPAW26cJ4HHuAZuf/zQs2dPREZGeqMtRER+p8XSGZbNkAdY58xmwdWaGjWbRX5EkiTExMbi4bQ0yEDTLLFki5yQZNnmWjug8RjHzLg/kHrxxRfx4IMPorCw0AvNISLyL9YzZM1MTkas9X3x8byomzzC2Uxs5rFjmS9ymSVHpTU1TbJkPTskkTW9LCsDcOtjHDPTitK+G2+8ESaTCX369IFer0f79u1t7j9x4oTHGkdE5A+aK52RsrNhLCyEPiEBEq9BoDawnoktNzISw9Bw8TfzRe6QJAly4xT6WdnZSsmWMJvVbBZpmGUAbjKZYCwtBSzlfcyM+wOpJUuWcIIJUgc/dSWNs5TOXJWWhgM7dyoXdcuJiTggy+hXWQkpJETVNpL/kyMibC7+Zr6otazfzx1NTMTZNTUckJNDygDcah274717QzYag7rfcXsglZGR4fQ+ri1F3hQ2eTKQlxf0FzaStimzZNXUILdrVwxrrCHvbzSiPjUVIcwwtZEkSQ1npaKimC9qE310NH4JD8eA2loMqK2Fsbwccmxsy99IQcs6Mwl1dUHf77j9scPdd9/tcLvRaMTFF1/c5gYR2eD6BeSHJElChMGAlKoqlBUUKBd0h+Tnw1xdrWrbKDDoQkIc5stYWMhyG3KZpNOhR0GB2s0gPyLpdOhRXMzjWiO3B1Kff/45FixYYLPNaDTiwgsvxJkzZzzWMCKg4QLHuUlJym1e2Ej+RNLpEN27NzKsMlwUGwtRX69iqyhQOMqXnJiIvR07cjBFLuPlGuQu2WBoelyrrg7KSzDcHkht2bIFb731Fl5++WUAQHV1NSZNmgRJkrBp0yZPt4+CnARgBzt58mOWMqz9oaEAgIS6OphTU4PygEOep5T5WV23MLS6GqbychVbRX5DiIayeSI3ODquSZGRQTlLrdvXSPXp0webNm3CeeedB51Ohw8++AChoaH4/PPPlVlgiDxFGI0Iyc8H0LBGT3+9Xt0GEbWCLiQEvUpLcSAqCv3xvzJVKSJC7aZRAFDK/H7+GTFDhgDgbFrUMmE2w3T4MGQeY6kVLMe13KgoDGvcJmVnw1xdDV0QrTfbqqlZhg4dio0bN+Lvf/879Ho9vvzySw6iyCusS/nmJCVBz5yRn7IvhWCZKnmSpNNBHxOj3D6amMjBFDkl6utxMDIScuM01gCPseQ+2WDAXWlpNmtLBVuZn0tnpIYNG+awhjY0NBTHjh1Denq6si0nJ8dzrSOysmXrVtZyk9+SJAlbtm5V1mwh8jTOwEYuEQLm1FT0t5q8KVeWkZWby2MsucV6ltr9MTEYVFeHhLo6IDISIj0dUmZmwM/m59JA6oorrvByM4gcs/5ElR08+b0g+YSO1KHMwNa1KwCW95Fj5upqpWT+AIBOBQVI4YLO1EqWWWqDtczPpYGU/Sx9RL4gzGYcTUzEALUbQuQBor4ex3v3Bq+KIm/iAqvklBAQNTUoio1FQuOmjKQkZPfuzQ8qqc0sZX7Wi9EfiI8P+D7IpVcm+CkqqcBUXo4BjYs8/xIeDn10tMotImqlxlKahLo6AMwzeYkQ0F91lXJzQG0tZ++jBkJAjB0LKTJS6Yf2h4aynI88xlLmV1BVpczmFwx9kEsDqcGDB+PDDz/EqVOnmt3v4MGDuOOOO7Bo0SKPNI7IokdBQUB/okGBzb6UpkdxMfNMHieMRkg7dyq3swCAs7ARGvog62zkAuhVWgpdSIh6jaKAo5T5FRYq2wK9xNil0r6lS5fioYcewp133olJkyZhxIgR6NatG8LCwnDy5Ens378fWVlZ+OmnnzB37lzccccd3m43BRm+6SR/JcxmHIiPV0pUM5KSkG0wqNomCkwmkwmWOdcOAHh4zBhkcha2oCfq623K+WIB9E9LQyb7IfIS6/dsgV5i7NJA6oILLsDu3buRlZWFtWvXYvXq1Th8+DBqa2sRHR2NYcOG4aabbsINN9yATp06ebvNRER+w7pElaU05E36Ll2U//cHsGn9emYt2NmVFe8PDUVBWRnkiAhmg7wmmGYQdWtB3rFjx2Ls2LHeagsRUcCxLmvoVVjIUhrynsYBO9BwRqpbeLh6bSFNsF7U/gAayvkieCaKvCyYZhANzPNsFHg44Qn5IcvMkxaBWtpA2mC9yHN/AP/t0SOg38BQy6wzkZGUBJmDKPIR+/K+QO2LeFQnvxA2eTIHU+R3OPMk+ZI+Ohr5Vm+Uk6urA37GLHIdF7UnX7IuNQ7k2ftUHUg9++yzGDlyJAwGA2JjY3HFFVfg119/tdnnzz//xJw5c9ClSxdERERg2rRpKCkpsdnnyJEjmDp1KvR6PWJjY/HAAw/gzJkzvnwp5A16PXIb/xuSnw9htQo7kb/pfugQz0iRV0k6HYYcParczgU4ax8pOIgin7IqNQ7kvkjVo/r27dsxZ84cfPvtt9i6dStOnz6NyZMnw2j1hvm+++7DZ599ho8//hjbt2/HsWPHcJXVOhn19fWYOnUqTp06hZ07d+K9997Du+++i8cee0yNl0QepJdlzElKUm6bysoAo7Hhi2enyM+cSEyEqK7+X4aZZfI0IVB7/Lhyc05SEvSctY8s7Puelr7YN1EbWJeV3j94MPRAYOZLaEhpaakAILZv3y6EEKKiokK0b99efPzxx8o+P//8swAgdu3aJYQQ4osvvhA6nU4UFxcr+yxfvlxERkaKuro6l563srJSABCVlZUefDXkCdXFxUI0/LnZfJnT04Uwm732vL7MBPMXuMz19eLn8HCHGW4uy8wfuc1sFua0NJtsVVsdF93FDAaGmpKSZvsfd/smX2H+/F9L2VMzX65wNRduzdpnYTabcejQIZSWlsJsd/HYueee2+pBXWVlJQCgc+fOAIA9e/bg9OnTmDhxorLPgAED0KtXL+zatQujR4/Grl27kJSUhLi4OGWfKVOm4I477sBPP/2EYcOGNXmeuro61DVOBQoAVVVVrW4zeZcky8gCYD9XpJSd3bD4ZESEGs1qE+YveEg6HXoUFyM3KgpNe6LGfXycZeYvMDlajHeYRs9GMYM+pNc7PIa6wp+Ps81h/nykhewFSr7cLu379ttv0bdvXwwcOBDnnnsuJkyYoHydd955rW6I2WzGvffei/T0dAwZMgQAUFxcjA4dOqBjx442+8bFxaG4uFjZx3oQZbnfcp8jzz77LKKiopSvnj17trrd5F16WcbDY8Ygz8F91qeN/QnzF1xkgwF3OcmwhS+zzPwFJusMWRbj1WpZHzPoO3pZxsNpaYgAmu2DnPHX42xzmD/fcCV7gZAvtwdSt99+O0aMGIF9+/bhxIkTOHnypPJ14sSJVjdkzpw52LdvHz788MNWP4ar5s+fj8rKSuWrqKjI689JrSNJEjatX48Uu+35BoPfzoDG/AUXZxm28HWWmb/AZFkAE9D+YrzMoO9IkoTMrCwUFBQ47YOc8efjbHOYP99oKXuBki+3S/sOHjyITz75BH379vVYI+bOnYuNGzdix44d6NGjh7I9Pj4ep06dQkVFhc1ZqZKSEsTHxyv7fP/99zaPZ5nVz7KPvdDQUISGhnqs/eRd1m8Gyvbtgz4mBknR0X47AxrzF3wcZdjC11lm/gKTpNOh+6FDQPfuDbc1OogCmEFfkyQJstXZyaLt29Gpf/8W+x1/Ps42h/nzHUmSIMfENCnxK/vuOwxJTQ2IfLn9Cs455xwcOnTII08uhMDcuXOxfv16fP311zjrrLNs7h8+fDjat2+Pbdu2Kdt+/fVXHDlyBGPGjAEAjBkzBnv37kVpaamyz9atWxEZGYlBgwZ5pJ2kHfroaMixsQHxx0dBxGp2In1MDOTYWOWLWSZPEGYzfvfgB5wUuHqOH49jfftC36WLTV9k/8W+iTzBUuIXa7Ut5pxzcKhjx4aZbP189j6Xzkjl5+cr/7/rrrvwt7/9DcXFxUhKSkL79u1t9h06dKjLTz5nzhysWbMGGzZsgMFgUK5pioqKQnh4OKKiojBr1izMmzcPnTt3RmRkJO666y6MGTMGo0ePBgBMnjwZgwYNwvTp07F48WIUFxfj0UcfxZw5c/iJQwAKmzwZyMsDNPxpK5ENIRpyS+RF9os/nx0AJTPkOZbFmodWVwMA+huNqE9NRQiPp+RllhI/Y00Ncrt2xbDGJY76G41AZCREejqkzEy/zaFLA6mUlBRIkgRhNWqcOXOm8n/LfZIkob6+3uUnX758OQBgwoQJNttXrlyJjIwMAMCSJUug0+kwbdo01NXVYcqUKVi2bJmyb0hICDZu3Ig77rgDY8aMgSzLmDFjBhYuXOhyO0jjGhfmHYaGhXnN1dXQRUaq3SoilwijESGNH0blAugfoIsSknb0KCjg2QSyIel0SKqoQNnhwziZmIj+aDieGgsLAVmGPkDL+EgbJElChMGAlKoqlB0+jKOJicpMtlJ2tpJDAH6XRZcGUr/99ptXnly4cDovLCwMr732Gl577TWn+yQkJOCLL77wZNNIQywL8+7cuxcAcCA+HmfX1PjVHxoFL5PRCMvVCXOSkpCt0ZnUKHCwbyRHJJ0O0b1743Kr46mcmAgAOCDL6FdZCSkkRM0mUoCzZPDKtDQc2LkTlotyLDkEGrP4xx8N06L7wVkql3rbhIQE5evw4cPo3r27zbaEhAR0794dhw8f9nZ7KQhJkoSs3FzsbyzVHFBbC1N5ucqtInKBXVnflq1bNT0JABEFNsvxNNfuA53+RiPMqal+f70KaZ8ym19VVZMcAg1ZlCIjIcaN84s8uv2x1XnnnedwmvPKyso2rSNF1BxdSAh6FRaq3Qwit9iX9Uk8G0VEKtOFhCClqgrGkhKUFRTgQON2S6mfsbQUwmxWtY0U2KxL/YwlJUoWc633aSz5M5aWajqTbg+kLNdC2Tt+/LjN9JpEnmZTrmI0+sUnFRTcTI0X1QINZX1aXSCVAgD7Q3KDpNNBjo1FdO/eyEhKUrbLiYmQ4+Kwt2NHzb5xpcBhyaEli3fZze5nyaMcF4eDkZGanOXP5XWkrrrqKgANo8iMjAybGfHq6+uRn5+PtLQ0z7eQyAE5MdHvZ3qhAMeyPvIVzgxJraSU+kVFKbOpAcDQ6moYy8shx8Y2891EnuNsdj8Lrc7y5/JAKioqCkDDGSmDwYDwxhXUAaBDhw4YPXo0brnlFs+3kMhCr7dZ1E3KzuYMfqRZTWbr49ko8hLODEltoZT6lZfDVFaGmCFDAACmsjK/m0GN/JtNyV/jtfAmo1HTs/y5PJBauXIlAKB37964//77WcZHPmdZ1M16phfO4Edaxdn6yFeYNWorS4mVtZghQ5BvMCCpooLHWPIp6zzqhWh5lj8VZ5x0+y9jwYIFkGUZpaWlyMzMRGZmJkpLS1v+RqI2sp7phTP4kaaxrI98hVkjD7Is3GsxtLqax1hSlSuz/Kk546TbA6nq6mpMnz4d3bt3x/jx4zF+/Hh0794dN954IyorK73RRiKF5bSv9Qx+vCCWtMZcXc3Z+sgnODMkeZKycO++fco2U1kZj7OkKmez/DmacdLXM/y5PZCaPXs2vvvuO2zcuBEVFRWoqKjAxo0bsXv3btx2223eaCNRE9ZlBkcTE9nJk2YIsxkH4uOV23M5Wx95kclkUv7PmSHJEySdDvqYGOV2zJAhnMWPNMF+lj9HM076etZJtwdSGzduxDvvvIMpU6YgMjISkZGRmDJlCt566y189tln3mgjURP66Gj80jjhCcv7SEtM5eUYUFur3M4yGMBCK/IFlvWRp7DEj7TO2eLSgG/z6vZAqkuXLsoMftaioqLQqVMnjzSKqCWSToceBQXKbX5SRprROLukhbRzJ4TdNK5E3sBBFHmKoxI/HmdJa6wXlzaWlKhSkur2QOrRRx/FvHnzUFxcrGwrLi7GAw88gH/84x8ebRxRc1jeR1qkl2U8PGaMUrsN2C7MS0TkD+xL/HicJS2yLvdToyTV5enPLZYvX45Dhw6hV69e6NWrFwDgyJEjCA0NRVlZGd544w1l35ycHM+1lMiOpbxvQG0tBtTWcvFA0gRJkrBp/XpEWF0npb/qKiArSzMLCBIRuYLHWfInlpLUodXVAHyzsLTbA6krrrjCC80gcp9S3te1KwCWHZB2SLJsu3j0zp0wFhZCn5DA9VjIa9gHkqfZH2e5SC9pmVKS+vPPysLSmjsjtWDBAm+0g6hV7Mv7uDgvaYGjxaPlxEQubklexT6QvME6T1ykl7TOUUmqN/vFVj1qRUUFVqxYgfnz5+PEiRMAGsr4fv/9d482jqglnL2PtMjZAoKc+Yo8jX0geRtn8CN/o+/SRfm/t/tFtwdS+fn56N+/P5577jm88MILqKioAACsW7cO8+fP93T7iJplP3sfFw4krbBeQJAzX5G3sA8kb5N0Ogw5elS5fQCACAtTr0FELbFagsTbeXV7IDVv3jxkZGTg4MGDCLNq2MUXX4wdO3Z4tHFErrAvO+DCgaQlnPmKvI19IHlb7Z9/Kv/vD+C/PXowY6RZ1guVezuvbg+kfvjhB9x2221Ntnfv3t1mSnQiX2HZAWkdy6/Im9gHkrfZZyyZGSMN82Ve3R5IhYaGoqqqqsn2AwcOIMbqU1ciX+HCgaR1XECavMlRH8gSP/IkZxkzlpYyZ6Q5jspRTUajV7Lq9kDqsssuw8KFC3H69GkADdcBHDlyBA899BCmTZvm8QYSuYLlU6R1XECavMm+D2SJH3mao4zJcXHMGWmSfTlqTGKiV7Lq9kDqxRdfRE1NDWJjY1FbW4vx48ejb9++MBgMePrppz3aOCJ3sHyKtIz5JG9jiR95m33GAOaMtMlXWXV7HamoqChs3boVWVlZyM/PR01NDVJTUzFx4kSPNozIXfYLBxqNRuiFgCRJKreMyMEC0kKo3CIKNI4Wo2Q/SJ5kyZixvBymsjLmjDTLV1lt9epUY8eOxZ133okHH3yQgyjSDOvyqbMSEzFu3Di+YSXNsM7npEmTmE3yOPvyK/aD5GmSTgc5NpY5I83zRVbdGkiZzWa88847uOSSSzBkyBAkJSXhsssuw7/+9S/+8ZAm6KOjMXH0aMgATACys7NtpsEkUpM+OhpjkpIgA/h2715mk7yC/SD5gqOcGY1GtZtF1IQ3+0SXB1JCCFx22WWYPXs2fv/9dyQlJWHw4ME4fPgwMjIycOWVV3qkQURtIel02LpzJ34rKVG2cZBPWmHJp6X7ZjbJGxz1g0ajkXkjj3KUs9TUVNTU1DBrpCne7BNdHki9++672LFjB7Zt24bc3Fx88MEH+PDDD/Hjjz/iq6++wtdff41//etfbW4QUVtJkgRZlpXbLDcgLbGuy2Y2yVvs+8G4uDjmjTxOkiTExMQgJSUFAHDw4EEYDAZmjTTHW32iywOpDz74AH//+99x3nnnNbnv/PPPx8MPP4zVq1e3qTFEnqLX65WOPS8vj2UtpBnMJvmKXq9Henq6cpslfuQNkiRhz549Sr8GMGukTd7oE10eSOXn5+PCCy90ev9FF12EH3/8sU2NIfIUSZKQmZmp3OYnY6QVzCb5iiVrJSx1Ji/T6XTIycmxyRrLSUlrvNEnujyQOnHiBOLi4pzeHxcXh5MnT7apMUSexBIq0ipmk3yFpc7kKywnJX/g6T7R5YFUfX092rVzvuxUSEgIzpw50+qGEHkaS6hIq/R6PZKTkwEwm+R9zBv5iqPSKc7kR1rjyfeHLi/IK4RARkYGQkNDHd5fV1fX6kYQeYPlFK7BbmVrIiIi8jzLcbesrEypYkpNTcUvv/wCna7VS5cSeZQn3x+6PJCaMWNGi/vcdNNNbWoMkadxlXXSIpPJpFxTmpKSAr1er3KLKJBZ5w0AwsPDVWwNBTrrmfzy8vJw8OBBDB8+HDk5OTwmk2Z4KosuD6RWrlzpkSckUgvrtEmLMjMz+eaCvMpSxpKXlwcAqK2ttblGgMjTLDP5DRgwAAcPHkReXh6MRiMiIiLUbhqRR/E8KwWN1NRUmM1mtZtBZIODKPI2+5kiiXzBMpOfBY/BFIg4kKKAZn1BoaW8gGemiCjYcMBOapBlmcdgCmgcSFFAs5QX9OvXDwBnrCIiIvIVR8fgsrIyrjFFAYMDKQp49uUF7LxJTUIITgdMREHD/hgcFxeHiIgIrjFFqvJU9jiQoqDABVBJC4QQGDt2bLOLmxMRBRpZlpGWlmazLTs7mxUipAohBMaNG+eRx+JAioICF+clLTCZTNi5c6dyOz09nVOfE1HAkyQJmzdvttnG/o/UYjKZlFlM27oEicvTnxP5My7OS1pTUlKCmJgYTgJAREHBuq9j/0da0dYlSHhGioKG9R8KS/tIDda5k2WZbyKIKCjp9Xr2f6QJbc0hB1IUlHidFPmaJ2uyidqCfR+pjcdgChQcSFHQ4HVSpCZP1mQTtQXfxJIaeAymQMSBFAUNy3VSFnwjQWppa002kbv4JpbUxmMwaYUns8eBFAUVToNOWsBBFPma/ZtYIjXwGExq83SZPQdSFFT4qSwRBSsO4EltPAaT2jxdZs+BFAUVlhYQEQFGo5H9H/mc/TGYOSQ1eaLMngMpCjosLSC1MXOktri4OKSmpsJsNqvdFAoy1sfguLg4HodJNZ44S6+ZgdSiRYsgSRLuvfdeZduff/6JOXPmoEuXLoiIiMC0adNQUlJi831HjhzB1KlTodfrERsbiwceeABnzpzxcevJn7C0gNTGNw6kBr1ej/T0dOV2Xl4ehg8fziyST9nnMDs7m8dh8luaGEj98MMPeOONNzB06FCb7ffddx8+++wzfPzxx9i+fTuOHTuGq666Srm/vr4eU6dOxalTp7Bz50689957ePfdd/HYY4/5+iWQH2F5H6mBA3hSm6Xvq66uRr9+/QAwi+R7lhzafzBO5Auefs+n+kCqpqYGN9xwA9566y106tRJ2V5ZWYm3334bL730Es4//3wMHz4cK1euxM6dO/Htt98CALZs2YL9+/fj/fffR0pKCi666CI8+eSTeO2113Dq1Cm1XhL5AZb3ka9x1jTSAkmSEBERgZycHGUbr1MhX5MkCbIsq90MCjKenrEP0MBAas6cOZg6dSomTpxos33Pnj04ffq0zfYBAwagV69e2LVrFwBg165dSEpKQlxcnLLPlClTUFVVhZ9++snpc9bV1aGqqsrmi4KLmmcHmL/gpYVZ05g/Appep8I+kIIF8xe8PD1jH6DyQOrDDz9ETk4Onn322Sb3FRcXo0OHDujYsaPN9ri4OBQXFyv7WA+iLPdb7nPm2WefRVRUlPLVs2fPNr4S8jdqnh1g/khNzB8BTa9T8SVmkNTE/BHgmRn7ABUHUkVFRbjnnnuwevVqhIWF+fS558+fj8rKSuWrqKjIp89P2iDLMmpqalBTU+ORTyVcxfwFL71er0rmrDF/BPzvwyT2gaQWtfpD5i94WWfOU6Wl7TzyKK2wZ88elJaWIjU1VdlWX1+PHTt24NVXX8XmzZtx6tQpVFRU2JyVKikpQXx8PAAgPj4e33//vc3jWi5etOzjSGhoKEJDQz34asgfqVWjzfwFLy1cF8D8kQX7QFIT80e+5o3MqXZG6oILLsDevXuRl5enfI0YMQI33HCD8v/27dtj27Ztyvf8+uuvOHLkCMaMGQMAGDNmDPbu3YvS0lJln61btyIyMhKDBg3y+WsiIiIiIqLgoNoZKYPBgCFDhthsk2UZXbp0UbbPmjUL8+bNQ+fOnREZGYm77roLY8aMwejRowEAkydPxqBBgzB9+nQsXrwYxcXFePTRRzFnzhx+2kBERERERF6j2kDKFUuWLIFOp8O0adNQV1eHKVOmYNmyZcr9ISEh2LhxI+644w6MGTMGsixjxowZWLhwoVvPY5n2lTO3kIUlC76YEpj5I3vMH6mNGSQ1MX+kNlczKAkuHoGjR49y1hZyqKioCD169PDqczB/5AzzR2pjBklNzB+praUMciAFwGw249dff8WgQYNQVFSEyMhItZukCVVVVejZs2dQ/kyEEKiurka3bt2g03n3UkKz2Yxjx47BYDC0OBVnMP9OHAnUn4dW8+cpWv69sW0N/C2DWv692fOntgLqtNff8ucKLf7e2SbnXM2gpkv7fEWn06F79+4AgMjISM2ESSuC9WcSFRXlk+fR6XRuf+IWrL8TZwLx56Hl/HmKln9vbJt/ZlDLvzd7/tRWwPft9cf8uUKLv3e2yTFXMqjqgrxERERERET+iAMpIiIiIiIiN3Eg1Sg0NBQLFizwq2nTMzIy0Lt37xb3KywshCRJePfdd916fH/8mQQ6rf1OvJ3Blmjt50Gu8dTvzRv503KmtNw2tXn7Z+PJrPnb79Hf2qtVbfk5eutYq8XfrRbb1BwOpBqFhobi8ccf99gvbs2aNXj55Zc98lhqaevPZNKkSZAkCXPnzrXZXlRUhCeeeAKjRo1Cp06dEB0djQkTJuCrr75y+DgVFRW49dZbERMTA1mWcd555yEnJ8dmn//85z+QJMnp19NPP92q16A17vxOAiGDLWnp5+EsgwCcZmXRokVN9v39999xzTXXoGPHjoiMjMTll1+OgoICh89ZUlKC2267Dd27d0dYWBh69+6NWbNmte2F+qHm8ufp/taTPNG2tWvXKktydOzYEWlpafj6669t9ikpKcHNN9+M2NhYhIeHIzU1FR9//HGTx1q/fj2mTJmCbt26ITIyEitWrMANN9yAffv2Ndm3d+/eDjN9++23t/q1+IM1a9Zg+fLlms2UPU9k7Ndff8V9992HtLQ0hIWFQZIkFBYWOt3/3//+N1JTUxEWFoZevXphwYIFOHPmjMN9v/rqK5x//vmIioqCwWBAWloaBg4caNPetWvX4sYbb0S/fv0gSRImTJjg9LkPHjyI6667Dj169IBer8eAAQOwcOFCmEym1r58TXH1WKvFfq+1bXInf65mJSMjA5IkISwsDE888YTyuJav33//Xdn3mWeewejRoxETE4OwsDD069cP9957L8rKymwe85dffsGDDz6IlJQUGAwGdO3aFVOnTsXu3bvder3N4WQTXrJmzRrs27cP9957r9ee46233oLZbPba47fFunXrsGvXLof3bdiwAc899xyuuOIKzJgxA2fOnMG//vUvTJo0Ce+88w5uvvlmZV+z2YypU6fixx9/xAMPPIDo6GgsW7YMEyZMwJ49e9CvXz8AwMCBA7Fq1aomz7Vq1Sps2bIFkydP9s4L1TBm0HkGLSZNmoSbbrrJZtuwYcNsbtfU1OC8885DZWUl/v73v6N9+/ZYsmQJxo8fj7y8PHTp0kXZt6ioCOnp6QCA22+/Hd27d8exY8fw/fffe+hV+Y9gzd/jjz+OhQsX4uqrr0ZGRgZOnz6Nffv22bwJqKqqwtixY1FSUoJ77rkH8fHx+Oijj3DNNddg9erV+Otf/6rsu3fvXnTq1An33HMPoqOjUVxcjHfeeQejRo3Crl27kJycbPP8KSkp+Nvf/mazrX///t590SoLxqzt2rULr7zyCgYNGoSBAwciLy/P6b5ffvklrrjiCkyYMAFLly7F3r178dRTT6G0tBTLly+32XflypWYNWsWJk2ahGeeeQYhISH49ddfUVRUZLPf8uXLsWfPHowcORLHjx93+txFRUUYNWoUoqKiMHfuXHTu3Bm7du3CggULsGfPHmzYsKFNPwctYP6az5+rWbntttswceJEm21CCNx+++3o3bu3MikcAOzZswcpKSm47rrrYDAY8PPPP+Ott97C559/jry8PMiyDABYsWIF3n77bUybNg133nknKisr8cYbb2D06NHYtGlTk+drFUFeMXXqVJGQkKB2M4QQQvz2228CgFi5cqVPnq+2tlb07t1bLFy4UAAQc+bMsbl/3759oqyszGbbn3/+KQYMGCB69Ohhs33t2rUCgPj444+VbaWlpaJjx47i+uuvb7Etffv2Ff369WvDq/FfzKDzDAohnG6399xzzwkA4vvvv1e2/fzzzyIkJETMnz/fZt+LLrpInHXWWaK8vLztL8LPBWP+du3aJSRJEi+99FKz+y1evFgAENu2bVO21dfXi5EjR4r4+HhRV1fX7PcXFxeLdu3aidtuu81me0JCgpg6dWrrX4CfCsasHT9+XFRVVQkhhHj++ecFAPHbb7853HfQoEEiOTlZnD59Wtn2yCOPCEmSxM8//6xs++2330R4eLi4++67W3z+I0eOiPr6eiGEEIMHDxbjx493uN/TTz8tAIh9+/bZbL/pppsEAHHixIkWn0vrmL/m8+dqVhzJzMwUAMTTTz/d4r6ffPKJACA++OADZdvu3btFdXW1zX7l5eUiJiZGpKenu9yO5rC0rxWqq6tx7733onfv3ggNDUVsbCwmTZqklJtNmDABn3/+OQ4fPqyckrTUtp46dQqPPfYYhg8fjqioKMiyjHHjxuGbb75xux2OamYrKiqQkZGBqKgodOzYETNmzEBFRYXNPqWlpYiJicGECRNsVmw+dOgQZFnGtddeq2wzmUz45ZdfUF5e7nK7Fi9eDLPZjPvvv9/h/YMHD0Z0dLTNttDQUFx88cU4evQoqqurle2ffPIJ4uLicNVVVynbYmJicM0112DDhg2oq6tz2o7vv/8ehw4dwg033OBy2/0FM9i8ljJorba2Fn/++afT+z/55BOMHDkSI0eOVLYNGDAAF1xwAT766CNl2y+//IIvv/wSDzzwALp06YI///wTp0+fdrnN/oT5c+zll19GfHw87rnnHgghUFNT43C/zMxMxMTE4Pzzz1e26XQ6XHPNNSguLsb27dubfZ7Y2Fjo9fomr8vi1KlTMBqNLbbXHzBrjnXu3BkGg6HF/fbv34/9+/fj1ltvRbt2/ytCuvPOOyGEwCeffKJse/3111FfX4+FCxcCaDgbL5wsNdqzZ0+X1neqqqoCAMTFxdls79q1K3Q6HTp06NDiY6iJ+XPM1fwBrmfFkTVr1kCSJJuz9M5Yfj7WP4Phw4cjIiLCZr8uXbpg3Lhx+Pnnn1vVJnscSLXC7bffjuXLl2PatGlYtmwZ7r//foSHhyu/lEceeQQpKSmIjo7GqlWrsGrVKqV+tqqqCitWrMCECRPw3HPP4fHHH0dZWRmmTJnS7KlRVwghcPnll2PVqlW48cYb8dRTT+Ho0aOYMWOGzX6xsbFYvnw5tm/fjqVLlwJoKKHLyMiAwWDAsmXLlH2///57DBw4EK+++qpLbThy5AgWLVqE5557DuHh4W61v7i4GHq9Hnq9XtmWm5uL1NTUJn+Eo0aNgslkwoEDB5w+3urVqwEgIAdSzKBz7mTw3XffhSzLCA8Px6BBg7BmzRqb+81mM/Lz8zFixIgm3ztq1Cj897//VQb+lmv84uLicMEFFyA8PBzh4eG46KKLmr12wR8xf45t27YNI0eOxCuvvIKYmBilJt/+e+vq6hxm09L37dmzp8l9FRUVKCsrw969ezF79mxUVVXhggsuaLLf119/Db1ej4iICPTu3Rv//Oc/W2y3ljFrbZObmwsATfqwbt26oUePHsr9QEMfNmDAAHzxxRfo0aMHDAYDunTpgn/84x+tLiuzXA8za9Ys5OXloaioCGvXrsXy5ctx9913KyVYWsX8qef06dP46KOPkJaW5nCiDSEEysvLUVxcjMzMTNx9990ICQlp9no9i+Li4iYf6LeaR85rBZmoqKgWS4Kcneo9c+ZMk7KNkydPiri4ODFz5ky32jFjxgyb5/j0008FALF48WKb5xs3bpzDU73XX3+90Ov14sCBA8qp2U8//dRmn2+++UYAEAsWLHCpTVdffbVIS0tTbsPF8qmDBw+KsLAwMX36dJvtsiw7/Ll8/vnnAoDYtGmTw8c7c+aMiIuLE6NGjXKp3f6GGXTO1QympaWJl19+WWzYsEEsX75cDBkyRAAQy5YtU/YpKysTAMTChQubfP9rr70mAIhffvlFCCHE3XffLQCILl26iAsvvFCsXbtWPP/88yIiIkL06dNHGI1Gl9rvD5i/pk6cOKH8/iMiIsTzzz8v1q5dKy688EIBQLz++uvKvnfddZfQ6XSisLDQ5jGuu+46AUDMnTu3yeOfffbZAoAAICIiIsSjjz6qlMtYXHrppeK5554Tn376qXj77beV1/3ggw8223YtY9Za1lxpleW+I0eONLlv5MiRYvTo0crtyMhI0alTJxEaGir+8Y9/iE8++UT89a9/FQDEww8/7PT5WyrXevLJJ0V4eLiSXwDikUceces1qoX5a1lLpX3W3Cnt++yzz5ock6398ccfNpnq0aOHWLt2bYuPu2PHDiFJkvjHP/7hUjtawoFUKyQkJIgRI0aI33//3ek+rtTM1tfXi+PHj4uysjIxdepUkZKS4lY77P+wbr31VtGuXbsm9aAfffSRwz+s48ePi65du4qhQ4c6HMS46+uvvxaSJNlcS+LKQMpoNIqUlBTRqVOnJj9TnU4n7rjjjibfs23bNgFArF+/3uFjbt68WQAQ//znP91/IX6AGXSstRkUQoi6ujoxZMgQ0bFjR2EymYQQDbXdAMRzzz3XZP+3335bABC5ublCCCFmzpwpAIjBgwfbvMH94IMPBADx1ltvtem1aQnz15QlKwDEhx9+qGyvr68XgwYNsrn+88cffxTt27cXo0aNEtnZ2eLQoUPimWeeEaGhoQKAmDVrVpPH37lzp9i0aZNYtmyZGDlypPjb3/4mTp061WybzGazmDJlimjXrp0oKipq9WtTE7PWsubeyFquEy0pKWly37hx40RycrJyW6fTCQBi0aJFNvtdeOGFIjw8XLkmxl5Lb45XrVolpkyZIt58803xf//3f2LmzJlCkiSxdOlSl16fmpi/lnlrIHX99deL9u3bO73muK6uTmzdulV89tlnYuHChSIlJUW8/fbbzT5mSUmJ6NGjh0hMTGzys2stlva1wuLFi7Fv3z707NkTo0aNwuOPP+50KmRH3nvvPQwdOhRhYWHo0qULYmJi8Pnnn6OysrJN7Tp8+DC6du3apB707LPPdrh/586d8corryA/Px9RUVF45ZVXWv3cZ86cwd13343p06fbXEvSkvr6elx33XXYv38/PvnkE3Tr1s3m/vDwcIfXQVmuaXFWurV69WqEhITY1P8GEmawqdZm0KJDhw6YO3cuKioqlNIqS75cyaDl32uuucamFPUvf/kL2rVrh507d7rdJq1i/pqy/P7bt2+Pq6++Wtmu0+lw7bXX4ujRozhy5AgAYOjQoVizZg3++9//Ij09HX379sUrr7yilATZtx8AxowZgylTpuCOO+7A5s2b8f7772P+/PnNtkmSJNx33304c+YM/vOf/7T6tamJWWublvow62Oo5f/XX3+9zX7XX389amtrbcoAXfXhhx/i1ltvxYoVK3DLLbfgqquuwttvv40ZM2bgoYceanYWNy1g/tRRU1ODDRs2YMqUKTYz41rr0KEDJk6ciEsuuQT/+Mc/8Nprr2HWrFnYuHGjw/2NRiMuueQSVFdXY8OGDQ772dbgQKoVrrnmGhQUFGDp0qXo1q0bnn/+eQwePBhffvlli9/7/vvvIyMjA3369MHbb7+NTZs2YevWrTj//PNVmdpy8+bNAICTJ0/i6NGjrX6cf/3rX/j1119x2223obCwUPkCGi7WLCwsdLhmxC233IKNGzfi3Xfftbnw2qJr1674448/mmy3bLMfeAENkwesX78eEydObHKBa6BgBptqbQat9ezZEwBw4sQJAA0Hn9DQUJcyaPnXPnMhISHo0qULTp482erXpjXMX1OdO3dW3iyFhITY3BcbG6s8h8XVV1+tTI2/a9cuHD58GImJiQBanq68U6dOOP/885XrQJtjn2l/w6y1TdeuXQHAaR9mfQx11oc5yq+rli1bhmHDhqFHjx422y+77DKYTKZWDc58iflTx6effgqTyeTWNe5paWno2rWrw37x1KlTuOqqq5Cfn48NGzZgyJAhHmsrB1Kt1LVrV9x555349NNP8dtvv6FLly42i75KkuTw+z755BMkJiZi3bp1mD59OqZMmYKJEyc2O2uYqxISEvDHH380mSnq119/dbj/pk2bsGLFCjz44IOIiYlR1nRqjSNHjuD06dNIT0/HWWedpXwBDW9wzzrrLGzZssXmex544AGsXLkSS5YsafIJmEVKSgpycnKadDrfffcd9Hq9wzcc//73v1FdXR2Qk0xYYwZttSaD9iyfNMbExABoOJuQlJTkcPG+7777DomJicrMRcOHDwcAm/WCgIYOvLy8XHnMQMH82dLpdEhJSUFZWRlOnTplc9+xY8cAoEkGOnTogJEjR2L06NHo0KGDMmGJK2ub1NbWuvSptn2m/RGz1nopKSkA0KQPO3bsGI4eParcDzjvw5zl1xUlJSWor69vst0yo6kvfgZtxfz53urVqxEREYHLLrvMre/7888/m/SLZrMZN910E7Zt24Y1a9Zg/PjxnmwqB1Luqq+vb/JLio2NRbdu3WxOncuy7PAgZ/mkUlhNQ/ndd9+1uHCoKy6++GKcOXPGZoG9+vp6ZaYWaxUVFZg9ezZGjRqFZ555BitWrEBOTg6eeeYZm/1cnQ7zuuuuw/r165t8Wdq1fv16nHPOOcr+zz//PF544QX8/e9/xz333OP0ca+++mqUlJRg3bp1yrby8nJ8/PHHuPTSSx2uxr1mzRro9XpceeWVzbbZXzGDjrmTQfvVz4GGs1Yvv/wyoqOjlTcUQEMGf/jhB5s3Ir/++iu+/vpr/OUvf1G2TZgwAbGxsVi9erXNgfLdd99FfX09Jk2a1Gz7/QXz59y1116L+vp6vPfee8q2P//8E6tXr8agQYMcnkG3OHjwIF5//XVccsklNh8QlZaWNtm3sLAQ27Zts5mJ7cSJE03esJ4+fRqLFi1Chw4dcN5557XYfq1h1tpu8ODBGDBgAN58802bfCxfvhySJNmUoVpK4d9++21lm9lsxsqVK9G5c2ebftFV/fv3R25ubpMZdj/44APodDoMHTrU7cf0FeZPHWVlZfjqq69w5ZVX2szibGE0Gh1Wl/zf//0fTp482WSGyrvuugtr167FsmXLbJbS8RiPXGkVRE6ePClkWRYzZswQL730knjzzTfFNddcIwCIF198UdnPsuDifffdJ9asWSP+/e9/CyGEeOeddwQAcdlll4k33nhDPPzww6Jjx45i8ODBbi/oZn/xYX19vUhPTxc6nU7ceeed4tVXXxXnn3++GDp0aJOLD2+66SYRFhZmsxjf7NmzRfv27UVeXp6yrbWzuFjAwYX+69atEwBEv379xKpVq5p8FRcXK/ueOXNGjB49WkRERIgnnnhCvPbaa2Lw4MHCYDAos6VZO378uGjfvr247rrrWtVef8AMusdRBhcsWCCSk5PFo48+Kt58803xxBNPiISEBCFJknj//fdt9q2qqhJ9+vQRsbGxYvHixWLJkiWiZ8+eolu3bqK0tNRm3/fee08AECNHjhSvvPKKuP/++0X79u3FuHHjxJkzZ1rVfq1h/pwzmUxi8ODBon379uL+++8Xr7zyihg5cqQICQkRX3zxhc2+AwcOFI899phYsWKFeOSRR0Tnzp1FQkKCOHr0qM1+sbGx4vrrrxfPPfecePPNN8UDDzwgOnfuLMLCwkR2dray38qVK0WfPn3EQw89JF5//XXxzDPPKDNRPvPMMy7+RLWFWXOuoqJCPPnkk+LJJ59UZob829/+Jp588skmkzh89tlnQpIkcf7554s333xT3H333UKn04lbbrnFZj+z2SwuuOACIUmSuPXWW8Vrr70mJk2aJACIN954w2bf7du3K88fGxsrevfurdzevn27zX4hISEiNjZWLFy4ULz22mvioosuEgDE7NmzW3ydamL+nHMnf65mxWLp0qXNzsqcm5srunTpIu68807xyiuviFdffVVkZGSIdu3aid69e9tMTrFkyRIBQIwZM8bh+82ampoWX2tLOJByU11dnXjggQdEcnKyMBgMQpZlkZyc3GR6xpqaGvHXv/5VdOzYUQBQ/gDMZrN45plnREJCgggNDRXDhg0TGzdubPJH4gpH33P8+HExffp0ERkZKaKiosT06dNFbm6uzR/Whg0bmnQEQjS8YUxISBDJycnKbFDeehMLqykr7b+++eYbm/1PnDghZs2aJbp06SL0er0YP368+OGHHxw+3+uvvy4AKB1ZIGIG3eMog1u2bBGTJk0S8fHxon379qJjx45i8uTJYtu2bQ4fo6ioSFx99dUiMjJSREREiEsuuUQcPHjQ4b4ffPCBSE5OFqGhoSIuLk7MnTvX6WxX/oj5a15JSYmYMWOG6Ny5swgNDRXnnHOOwzcE1113nejZs6fo0KGD6Natm7j99tsdzqy2YMECMWLECNGpUyfRrl070a1bN3HdddeJ/Px8m/12794tLr30UtG9e3fRoUMHERERIcaOHSs++ugjl9qtRcyac7/99pvTY6ij17Z+/XqRkpIiQkNDRY8ePcSjjz7qcNbH6upqcc8994j4+HjRoUMHkZSU1OTDJSGaP47bt/+7774TF110kdLf9u/fXzz99NPi9OnTLb5ONTF/zrmTP3eyIoQQo0ePFrGxsU4/fCwrKxO33nqrGDBggJBlWXTo0EH069dP3HvvvaKsrKzJz62595uuzDTYEkkIJ8tWExERERERkUO8RoqIiIiIiMhN7dRuADV14sSJJrM+WQsJCfHrGZhI+5hBUhPzR77CrJGamD//x9I+DZowYQK2b9/u9P6EhARlfRwib2AGSU3MH/kKs0ZqYv78HwdSGrRnz55mF74LDw9Henq6D1tEwYYZJDUxf+QrzBqpifnzfxxIERERERERuYmTTRAREREREbmJk02gYeXuY8eOwWAwQJIktZtDGiCEQHV1Nbp16wadzrufNzB/ZI/5I7Uxg6Qm5o/U5moGOZACcOzYMfTs2VPtZpAGFRUVoUePHl59DuaPnGH+SG3MIKmJ+SO1tZRBDqQAGAwGAA0/rMjISJVbQ1pQVVWFnj17KtnwJuaP7DF/pDZmkNTE/JHaXM1gwAykXnvtNTz//PMoLi5GcnIyli5dilGjRrn0vZZTuZGRkfwjIhu+OM3P/JEzzB+pjRkkNTF/pLaWMhgQk02sXbsW8+bNw4IFC5CTk4Pk5GRMmTIFpaWlajeNiIiIiIgCUEAMpF566SXccsstuPnmmzFo0CC8/vrr0Ov1eOedd7z2nMJshrG0FMbSUgiz2WvPQ8SskZqYP1IDc0dawBxSS/y+tO/UqVPYs2cP5s+fr2zT6XSYOHEidu3a5fB76urqUFdXp9yuqqpy+3mNpaWI6Nq14f8lJZBjY91+DApO7ubPVF4OOS4OALNGbcf8kdpcySBzR97iTh9oncOaP/5ARHy819tH/sXvz0iVl5ejvr4ecY1Bt4iLi0NxcbHD73n22WcRFRWlfLk8W4sQgNEIUV2N4717t7HlFKzczh/XzCYPcjl/jf0djEbfNpACXquPwUQe0Nr8HU1M5FkpasLvB1KtMX/+fFRWVipfRUVFLX+TEBBjxwIREZAiI5HQ+GnGL+Hh0EdHe7nFFEjcyp8QCJs82XeNo4DnUv6s+js5MdH3jaSA1qpjMJGHuJM/fZcuyv8H1NbCVF7uiyaSH/H70r7o6GiEhISgpKTEZntJSQninZyCDQ0NRWhoqEuPL8zmhj8coxHyzp029+UC6FdcDMnLi8VRYHE1f8JshunwYcj5+QAa8tZfr/dy6yjQuZI/YTRCsuvvsgGkMH/kAe4cgwHwLAB5lFvH4CNHIDfe5jGYHPH7EUCHDh0wfPhwbNu2TdlmNpuxbds2jBkzpk2PLerrcTAyEnJcnM2nsrEAZAB3paVB9sEaBxR8hNmMvR072uRuTlIS9LLczHcReYbJZGqyTQYQbjb/r9yPJafkI8d794aorv5f9pg/8jIeg8lVfn9GCgDmzZuHGTNmYMSIERg1ahRefvllGI1G3Hzzza1/UCFgTk1Ff7vrA3JlGQV//AFJp4Ner/fJGgcUfEzl5RhaXa3czpNlZOXmMm/kE/roaOQbDDYZTAGAqCjltkhPh5SZCTCT5AX66Gj8Eh6OAbW1DaX0duv7MH/kTfbH4Fweg8mJgBhIXXvttSgrK8Njjz2G4uJipKSkYNOmTU0moHCHMBoR0lhSdQBAp4IC6GUZKdHRLOUj79PrkQtgWOPNvj/+iNrjx737lMw2NZJ0OiRVVMBYXg6T0YijiYlKFpV9srNhLCwE7D6hZY7IEySdDj2Ki5EbFdUke4Dz/DnCTFJbFG3fjn79+6P2+HFmiZoIiIEUAMydOxdz58712OOZTCalLlYC0KVLF+hCQoDaWtceQK/nJ2XUanpZxpykJOzcuxcAENG3r9ef84Aso1/j2VaP4d+B35J0OsixsdALgSvT0pDbeM2UDMCy1LmjiSjcyhHzQc2QDQbcZZU9oOX8OdKmvo0ZDXo9x49X/u9ylpiboBEwAylPsy4r6AfYlLS4gmUH1BaSJCErN7fh01gfTT/d32hsUj7TVvw78H+SJCEzK0u5bkqYzcjt2tVpLt3JEfNBzbHPHtBy/hxpS9/GjAYnR+XNgOtZYm6CBwdSTrRUVtDi97tRduAunloODrqQEKRUVcHo5elWnZVueYI3/w5awr8Tz5EkCbLV79BRLluTI0/lg7/rwGWfPcBx/hzxRN/myT6MOfUf1uXNgPtZ8kRumBf/wIFUMxyVFbT4PXC/7MBdXinBcoanp1VlKa/yJvvSLU/wxd9BSxz+nTDPHuEol+7kyNP58EmfyOxohqv9Ylv6Nm/0YV7LKbPpFdY5czVLnswN+zX/wIFUMxyVFbSkNWUH7vJGCZYzPD0d+FqT85b44u+gJY7+Tphn73EnR57Ohy/6RGbH/7Slb/NGH+atnDKb3udqljyZG/Zr/oEDqRY4KitoibfKsbxZguWML0qzePpafa3JeUt8UZboSHN/Jy3lmVlsG3dy5Il8+LJP9GWZKnPoOW3p2zzVh3k7pyyR9Q1Xs9TW3ARavxboueJAygu8VY7ljRIsZ3xZmtXk9DVPNQcEX5QlOuLo78TVPNtkkTn0Kk/kwxd9ohplql4v6WG2XeKpPsxbOdVMiSzzZKOtuQm0fs3j/ZnG8saBlB/xRgmWM74szbI/fc1TzdQWbZnpyzqLzKH2+aJPVKNM1dslPcy2b3krp1opkWWePCvQ+jVP92dayxsHUn7GGyVYzni7NMvdhT6BwD9FTJ7h7kxfjrIoZWdDGI2QIiK82FJqK1/0ib4qU/VVSQ+z7XveyqkWSmSZJ88LhH7NW/2Z1vLGgRQ55e3SLHcX+gRYekWt11yeLVn8cedO/AKge+N2k8kEWSOdNanHV2Wq9n2iBEDvqD0AMgH0b8NzMduBwZslspb8uZI35sn/+Po9nqskAFkAUprZR0t540CKVOPuQp8AS6/IOyRJQmZmJs4kJ6P9vn0AgF/Cw3F2dLTKLaNgYtMnCoGwiRMR8t13Hn+efIMBScw2NXJYSuZG/pgncqS1JYrG0lLENnPdltbyxoEUqcqVhT4B56VXlhJAlvxRm5lMyiDqAIAexcXMFPmEMJthsu/3jMYW38TmAuhRUAC9myVASewvyY71sViYzTAdPtwkf87yxjyRM60pURTh4cr/y/btgz4mxuZ+reWNAynSFGenmq1PETsqATwgy+hXWQkpJMR3jaWAYjKZYOnuM5KSkG0wqNoeClBCAHYToRzs2rXhbLsTsQAc3TssLQ2ZvXtD4ll58hBhNmNvx44YWl2tbLPkj3kjbxNmM44mJmJA4219TIwqs/+6gwMp8gvWp4gdlQD2NxpRn5qKkLw8lvpRm23ZupVvFsjzhIAYOxaS1TUDEpq/9iRXllHgZOpgvV7PnJJHmcrLbQZR1vlj3sjbTOXlGFBbC8B/yus5kCK/YX2K2FICaDIacTIxEf0BhOTnw1hYCH1CgqZO+5J/EGaz8n++WSBPUkr3jEbITi68dlY2laKxMhYKHmX79iFl4EDmj1TR/dAhv8geB1LklywlgHohcHlSEnbu3QugodQv32BAUkWFX/wBkjbYlxMQtVljCZ+z0j37cj2WTZHW6GNieBwl1fzety/OrqnRfAbb1Lq6ujpPtYOoVSRJQlZuLnKtPsUdWl3d9MJtombYlxPo/aCcgDSssYQPERGQIiObDKJyZRkFVVUoralRvjKzsjiIIqKgpo+Oxi+Nk00MqK31i/dybg2kvvzyS8yYMQOJiYlo37499Ho9IiMjMX78eDz99NM4duyYt9pJ5JQuJAQpVVUoazwrRdQWPQoKNP8JGGmTMJthLC2FsbDQ5joooKF0r6ygAMaSEqRUVSHCYIAsy8oXB1FEFOwknQ49CgrUboZbXHq3sH79evTv3x8zZ85Eu3bt8NBDD2HdunXYvHkzVqxYgfHjx+Orr75CYmIibr/9dpSVlXm73US2hIBpxAi1W0EBgIMoag3LbGdyXJzNguKxaFhs/K60NET37g05NpYZIyJywt/6R5eukVq8eDGWLFmCiy66CDoHL/Caa64BAPz+++9YunQp3n//fdx3332ebSmRM0LAnJqKhMZSU3+Z6YWIAof9bGcAZzwjIgp0Lg2kdu3a5dKDde/eHYsWLWpTg4jcZa6uRkh+PgAupEqtYz1jH1FbWRaR5Ix7RESt5w/HZvbw5NdEfT2KrBZry0hKgsyFVMkNlhn7iDxFr9dD5oxnRERtcjQxUfODKbenPxdC4JNPPsE333yD0tJSmO1e4Lp16zzWOKJm2ZX07Q8NRVZuLstnyC3WM/YBgL5LFxVbQ4FATkyESE+HlJnJBcKJiNxgmblvQG0tBtTWwlheDtnqA3OtcfvjsnvvvRfTp0/Hb7/9hoiICERFRdl8EfmKfUlfr9JS6EJC1G0U+R+9HrnWt60GVUQu0+uRZXVTys6GsbBQ85+mEhFpib/N3Of2GalVq1Zh3bp1uPjii73RHiKXWEr6EhpvZyQlIZslfdQKelnGHKtFnU0mE+SICJVbRf5GL8t4OC0NB3buRGnjNjkxEQdkGf0aJ5yAXs8zVKRdQgB2a54RqcGmLFoI9RriArfPSEVFRSGR1xOQmljSRx4kSRK2bN2qdjPIz0mShMysLBRUVdksEN7faIQUGQlERECMG6f5NwUUpBoXkZb5/o40JmzyZE33m24PpB5//HE88cQTqGX5C6mEJX3kaRyEkydIkoQIg6FhgfCCAtuSUbDcj7RLGI02i0hnAQ1nUInUYFVyH5KfD6HhM6VuD6SuueYanDx5ErGxsUhKSkJqaqrNF5E3cZY+ItI6SadDdO/euCstDTIaFuW1kBMTsbdjRw6mSFNMJpPy/6MAHh4zBnqrM6tEvmQpubcwaXgg5fY1UjNmzMCePXtw4403Ii4ujp/kku+wpI+I/ISl1M9kMkGYzcjt2hXDGt8MDK2u1vxMVBRcrGdK6wFgu9EIHllJLUrJfXw8gMbyvrw8TV5j6vZA6vPPP8fmzZsxduxYb7SHyClhNLKkj4j8hiRJkBs/1U+uqEDRzp3oOX68yq0iakrS6dCjuBgHoqLQH/8rp5I48Q6pRJJl5AIYBm3n0e3Svp49eyIyMtIbbSFqlnXpwc0s6SMiPyHMZuzr3JmDKNI02WBAhp+UU1Hga1LeZ/UeUEvcHki9+OKLePDBB1FYWOiF5hC5ZockseyAiPyCqbwcQ6urldv5BgP00dEqtoioKfsZTLU+WxoFNn+ZUdft0r4bb7wRJpMJffr0gV6vR/v27W3uP3HihMcaR2RDr0cegBRo+zQvEZEzZXv3ImnQINt1Uog0wl/KqSg4WF8Dr9UJetweSC1ZsoQX95MqwsPDbW5z4VQi8jemESO46ClpVpMFyo1GHmdJE44mJuLsmhrNfQjl9kAqIyPD6X1cW4q8qfb4caQ0/v+X8HCczdIYIvID1jOiJdTVoT41FSEanYGKgps/zZZGgc+67xxQW6vJ2U7dHtbdfffdDrcbjUZcfPHFbW4QkSu6HzqkuU8liIgcscyIdrDxttYXmKTgZinvA5hVUpek06FHQYHazWiW2+9EP//8cyxYsMBmm9FoxIUXXogzZ854rGFEzfm9b1/N1suSH+IF1eRNQkBvt0mrM1AR6WUZc/1gtjQKDlr/0Nzt1m3ZsgVvvfUWXn75ZQBAdXU1Jk2aBEmSsGnTJk+3j0ih79JF+f+A2lqYystVbA0FDCEayleIvEEIiLFjoYuKQr/GTb+Eh3PWPtIsCQ0z4xJRy9y+RqpPnz7YtGkTzjvvPOh0OnzwwQcIDQ3F559/riw8SOQVVtfg5QHop7f/jJfIfdYLPecC6M9ckYcIsxmmw4ch79ypbMsF0K+4WPOfslLwYp9IWqL16qNW9eRDhw7Fxo0b8fe//x16vR5ffvklB1HkdfblBfaz+BG1hnWu5iQlQc++jDxA1NfjYGQk5MREZVssgLvS0riYOGka+0TSCmE246hVH6pFLp2RGjZsmMMpz0NDQ3Hs2DGkp6cr23JycjzXOiIr1rO3pAAwHj+uudlbyL9t2bqVyztQ2wkBc2oq+ltdpJ8ryyj44w/IERHMGPkN9omkJlN5OQY0ViNpdbZmlwZSV1xxhZebQdQySadD90OHgO7d1W4KBSi+YaC2Usr5GkujDgDoVFCAlIQElvORX7AupWKfSGqyzmKPggJN9qEuDaTsZ+kjUoOor8eJxESwKIY8ijP2kYcIsxl7O3bE0OpqZVtGUhKye/fmG1LyC5ZSqgFqN4SCnqivx/HevWFZDlqLgyjAxWukBN9okNoaS2US6uoAcNYr8hDO2EceZCovtxlE5coysnJzOYgiv2FfSsXjLKnCj97zuTSQGjx4MD788EOcOnWq2f0OHjyIO+64A4sWLfJI44gszNXVyixCBwD04KxX5AH2s1OBs1ORh5Tt24eUqiroQkLUbgqRy/yhlIoCn/WxWevv+Vwq7Vu6dCkeeugh3HnnnZg0aRJGjBiBbt26ISwsDCdPnsT+/fuRlZWFn376CXPnzsUdd9zh7XZTEBH19SiKjUVC4+2MpCRkc9Yr8gCTyQTLfFRzkpKQzdmpyEP0MTGaPfATOWJf1sf8klqsj81af8/n0kDqggsuwO7du5GVlYW1a9di9erVOHz4MGpraxEdHY1hw4bhpptuwg033IBOnTp5u80UTOxO7+4PDWWpDHkFZ6ciomDmDzOkUfDR+rHZrQV5x44di7Fjx3qrLUS2hIAoLbU5vdurtJSlMuQVWu6oyQ/x2mLyYyzrI63Q+rGZfyWkTWYzRGoqpPh4ZVNGUhIXsiTv4Rtf8qDw9HTA6noTIn+i9TevRFrBgRRpjxAQw4dDystTNmUB2JKdzc6dvCZs8mQOpqht9PqGSUsA6P77X4jhw5kp8kvsD4lco+pA6tlnn8XIkSNhMBgQGxuLK664Ar/++qvNPn/++SfmzJmDLl26ICIiAtOmTUNJSYnNPkeOHMHUqVOh1+sRGxuLBx54AGfOnPHlSyEPEjU1yiDqAIAIAA+npUGOiGju24jcZ/XGNyQ/H6KmRtXmkH/TyzJmJSfjQONtKS8PorSUb0jJP7A/JC3SeP+p6kBq+/btmDNnDr799lts3boVp0+fxuTJk2E0GpV97rvvPnz22Wf4+OOPsX37dhw7dgxXXXWVcn99fT2mTp2KU6dOYefOnXjvvffw7rvv4rHHHlPjJZE7hACMRtuvmhqIYcOUXa7p0wfF1dXIzMri2SjyOL0sY05SknJbDBsG1NRovuMmbZIkCbtzcnBNnz7/2xYfD5Ga2pAr+/7O/ou5IxU57Q+ZV1JReHq64xxqJX9CQ0pLSwUAsX37diGEEBUVFaJ9+/bi448/Vvb5+eefBQCxa9cuIYQQX3zxhdDpdKK4uFjZZ/ny5SIyMlLU1dW59LyVlZUCgKisrPTgq6Fmmc3CnJYmRMOfgsOvHEBUV1Wp0jxfZoL5U1d1VZXIscueOT1dCLNZtTYxf/6tuqpKZDbTtzn7Ujt31pjB4OSoP1Qjr8xfcKuprm4xh97uL13NRavOSJnNZhw4cABZWVnYsWOHzVdbVFZWAgA6d+4MANizZw9Onz6NiRMnKvsMGDAAvXr1wq5duwAAu3btQlJSEuLi4pR9pkyZgqqqKvz0008On6eurg5VVVU2X+RbwmiEtHOn0/tzAcxKTg7Icj7mT1vkiAjMSk5WSloAQMrOhrA6Mx5ImD/vkyMi8HBaGiIAm1y1JJBzZ40Z1C5H/aEz/ppX5k/7LGXSzeVQK/lzeyD17bffom/fvhg4cCDOPfdcTJgwQfk677zzWt0Qs9mMe++9F+np6RgyZAgAoLi4GB06dEDHjh1t9o2Li0NxcbGyj/UgynK/5T5Hnn32WURFRSlfPXv2bHW7qXVMJlOTbblouB5KBjAzORm7c3ICspyP+dMWSzmW9bUtgOOMBgLmz/skSUJmVhaKq6sxMzkZMmDzFQEgz8n3BmrurDGD2mXdH+a5sL8/5pX50z5LDmcmJ2u+v3R7IHX77bdjxIgR2LdvH06cOIGTJ08qXydOnGh1Q+bMmYN9+/bhww8/bPVjuGr+/PmorKxUvoqKirz+nGRHr0e23aZhaBj8ltbUICc3F7oAXcOC+dMenU6H3ZmZ6G+9MTxcreZ4FfPnG5IkISIiAjm5uSitqbH5Ki4uRoqD78kCAL3etw1VATOobZb+MKWF/fw1r8yff9DpdMjJzdV8f+nWgrwAcPDgQXzyySfo27evxxoxd+5cbNy4ETt27ECPHj2U7fHx8Th16hQqKipszkqVlJQgvnF9ofj4eHz//fc2j2eZ1S/eag0ia6GhoQgNDfVY+8lNQkAP4NkRI7Bx925lcxaAYbIMWZZVa5ovMH/aVCtJOICGAT0ABOYwivnzNUmSmvRpRiGQi/9lLQ5ADYBhaWnIDPD+D2AG/UFtbS0sSbTk056/5pX58x+SJNlUJsUCsBTzaSV/bn/kf8455+DQoUMeeXIhBObOnYv169fj66+/xllnnWVz//Dhw9G+fXts27ZN2fbrr7/iyJEjGDNmDABgzJgx2Lt3L0pLS5V9tm7disjISAwaNMgj7SQPsiy0azDYDKJi0TDFuV4DfxQUnOxnrKrVQMkABSb7rB0dMgSlnJ2UNMqST/szq8wr+dq+ggLN5c+lM1L5+fnK/++66y787W9/Q3FxMZKSktC+fXubfYcOHeryk8+ZMwdr1qzBhg0bYDAYlGuaoqKiEB4ejqioKMyaNQvz5s1D586dERkZibvuugtjxozB6NGjAQCTJ0/GoEGDMH36dCxevBjFxcV49NFHMWfOHH7ioDUOFtoFGs5E7SsuRkxsrCb+KCg4SZKELVu3Ao1nssMmTwby8gBmkjxMkiRsyc5GbmQkhgFov28f2jVuJ9KExjWlbPLJDzpJZbIGq5ZcGkilpKRAkiQIqznbZ86cqfzfcp8kSaivr3f5yZcvXw4AmDBhgs32lStXIiMjAwCwZMkS6HQ6TJs2DXV1dZgyZQqWLVum7BsSEoKNGzfijjvuwJgxYyDLMmbMmIGFCxe63A7yDWE02iy0mwpAoPH0LAdRpAGSLCtvHiwLUkoGg9rNogAkR0RgTlISdu7dCwAwlZU1vEFgP0gaYDlrapNPSWq4JoUZJbVY1o/SUAZdGkj99ttvXnly64GZM2FhYXjttdfw2muvOd0nISEBX3zxhSebRl5gMpmUmutr+vRBcV4eJEmCXq/nIIo0wf7Ng3nsWITwrBR5gf0ZUDkxESI9HVJmJvNGqnOUTwDMKKlKi/2kS9dIJSQkKF+HDx9G9+7dbbYlJCSge/fuOHz4sLfbSwEiKzsbERERkGWZgyjSDKXkqvF2SH6+JtapoMAkyXLDzFOW2xpZF4UIaJpPgBklFej1mu4n3Z5s4rzzznM4zXllZWWb1pGi4MLBE2mVpeTKwqShDpsCi16W8XBaGmKttpnKyhpKV4hUZsmnDDCjpBqt95NuD6Qs10LZO378uOYuACMNs9S5EmmMUtLSKDw9HTCbVWwRBSrLwr37CgqUbXJiIsS4cewfSXWWfJbW1DCjpBqt95MuryN11VVXAWh4QRkZGTYz4tXX1yM/Px9paWmebyEFJC3WuRJZWE86ofvvfxtmm8zJYVbJ4yRJghwTgywAYy3bGktXpIgINZtG9L910JhRUpGW+0mXz0hFRUUhKioKQggYDAbldlRUFOLj43Hrrbfi/fff92Zbyd85qnMtLdXEJwpE1vSyjFnJyTjQeFvKy4OocbQkJVHbOSxdYUkpaQgzSmpzmEENrPfo8hmplStXAgB69+6N+++/n2V85DbLH8GBnTthWT5Zio/nmSnSHEmSsDsnB6n9+yPvv/8FwBn8yHsspStlhYVA4+xoXMeMtIQZJbU5yqAWuH2N1IIFCyDLMkpLS5GZmYnMzEyUlpa2/I0U9JQ61+LiJmemjIWFELwOhTREp9MhKzfXZgY/c3W1qm2iwGUpXeGMkaRVzCipTSk1baSF941uD6Sqq6sxffp0dO/eHePHj8f48ePRvXt33HjjjaisrPRGGymASJKEmNjYJqdn5cREHIyMhKiuZqkfaYb9DH5FsbEQbiw6TuQOyzpmFqayMk7MQ5riMKPMJ6nkeO/eqh+T3R5IzZ49G9999x02btyIiooKVFRUYOPGjdi9ezduu+02b7SRAozlzFRBVRVyrT5Z6G80QoqM1MxMLESSJCErNxf7GyfXSairgzk1lfkkr7CfMVJOTAQiItgnkmY4yijzSb6kj47GL+HhALRxTHZ7ILVx40a88847mDJlCiIjIxEZGYkpU6bgrbfewmeffeaNNlIAkiQJEQYDUqqqUFZQoJQKACz1I23RhYSgV2mpMvEEy1nIm7gIKmkdF5ImNUk6HXoUF2vmmOz2QKpLly6Iiopqsj0qKgqdOnXySKMoeEg6HaJ798Zdzkr9WEZFGiAbDMjgIr3kA1wElbRO6wukqupuAAAAXHdJREFUUuBrckxWMX9uD6QeffRRzJs3D8XFxcq24uJiPPDAA/jHP/7h0cZRcGiu1E/tU7ZEQNNylrDJk5lL8gougkpap/UFUinwaanE1OXpzy2WL1+OQ4cOoVevXujVqxcA4MiRIwgNDUVZWRneeOMNZd+cnBzPtZQCmk2p3+HDOJmYiP5oOGVrLCyEPiEBks7tcT+Rx1gv0muZwU8XGal2sygAcRFU0jotL5BKwcFSYqp2/tweSF1xxRVeaAZRA0up3+VJSdi5dy+Ahk8aDsgy+lVWQgoJUbmFFKwss1VZclkUG4teRiMzSV7jaO09U1lZwyCLa/eQyhzm02SCzIEU+YDD/BmNPs+f2wOpBQsWeKMdRArLTGm5UVEY1ngtSn+jEfWpqVwQlVSjzOAnyxhUV4eEujpmkrzK0QKUcmIiFzEnTdDqAqkUHLSySHSraqUqKiqwYsUKzJ8/HydOnADQUMb3+++/e7RxFLx0ISHKjH7WM7NwQVRSE2fwI1+zLqFStnGWNNII+wVSTWVlnHGXfEYLi0S7PZDKz89H//798dxzz+GFF15ARUUFAGDdunWYP3++p9tHQcxS5pfBBVFJQziDH/maw1nSmDvSoJghQxpm3K2u5sQT5BNqLxLt9kBq3rx5yMjIwMGDBxEWFqZsv/jii7Fjxw6PNo6IC6KS1nAGP/I1R7OkMXekFfroaOQbDMrt/kYjpMhIzuJHPqH2DH5uD6R++OEH3HbbbU22d+/e3WZKdCJPYTkVaY1lBj+AeSTf0EIJC5Ejkk6HpIoKlBUUKPkEWIJKvqPmItFuD6RCQ0NRVVXVZPuBAwcQExPjkUYR2WM5FWlJk1IC5pF8gLkjrbKU4t9lX4JqMqnWJgoeapY/uz2Quuyyy7Bw4UKcPn0aQMOnZEeOHMFDDz2EadOmebyBRADLqUhbmEdSA3NHWuaoBJXIF9Qsf3Z7IPXiiy+ipqYGsbGxqK2txfjx49G3b18YDAY8/fTT3mgjEQCWU5G2MI+kBuaOtMx+Fj8YjRzsk0+oVf7s9kAqKioKW7duxWeffYZXXnkFc+fOxRdffIHt27fb/vEQeViTshaWDJCKmEdSA3NH/kROTORgn3xGjf7R7QV5LcaOHYuxY8d6si1EzVLKWuLjAQCCn3KRiphHUoN97oxGI2A0Qq/XQ+ICvaQB+uho5MoyhjUOoEwmE+SICJVbRcHAUf+oF8KrfaNbZ6TMZjPeeecdXHLJJRgyZAiSkpJw2WWX4V//+hffRJBPSLIMGYAMIHXsWJi58B+pyDqP46ZMYT9IPmGdu7jERERERGDcuHHMH2mCpNOh3x9/KBk1CsFsks/Y94/e7htdHkgJIXDZZZdh9uzZ+P3335GUlITBgwfj8OHDyMjIwJVXXum1RhJZ6GUZ/VNSYAJw8NAhDB8+nB00qcY6j3k//sgyK/IJvSxjWHo6rNOWnZ3N/JFmSDodTABMAOLi4znQJ5+x7x+93Te6PJB69913sWPHDmzbtg25ubn44IMP8OGHH+LHH3/EV199ha+//hr/+te/vNZQIqDhtO2ePXvQr18/AEBeXh7KysrYQZMqJElCZmamcps5JF+w5K6mpgYlJSXKdqPRCKPRyByS6vR6PdLT05Xb2dnZDWWoRF5m6R+t+0Zvcnkg9cEHH+Dvf/87zjvvvCb3nX/++Xj44YexevVqjzaOyBGdToecnBzldlxcHFJTU1nmR6qwrr3mp67kK5bZ0awneYqLi2OZH2mCozezzCX5iv3skd78gMnlgVR+fj4uvPBCp/dfdNFF+PHHHz3SKKKWyLJs82lXXl4ey/xIFXq9HikpKQAacsjyKvIl+0/+AZb5kTZIkoSYmBj2j6S6uLg4rw3kXR5InThxAnFxcU7vj4uLw8mTJz3SKKKWWD7tqq6utinzY+kA+Zp9eR+RLzVX5scPlkhtLH8mtTgqL/XGQN7lgVR9fT3atXM+W3pISAjOnDnjkUYRuUKSJERERNiU+aWmpqKmpoadNfkUp50mNTkr82MpFWkBy59JDY7KS72RPZfXkRJCICMjA6GhoQ7vr6ur81ijiNwhyzJSUlKQl5eHgwcPwmAwID09HZmZmXyDS0RBw/IJbHZ2NoD/fQJrPcAi8jVL+XNeXp5S3sdMki/YXys1btw45OTkePS9octnpGbMmIHY2FhERUU5/IqNjcVNN93ksYYRucoyk5+lDhtoeAPB2fxIDcwcqcXXs1URuYLlz6Qmb1/H7PIZqZUrV3r0iYk8yTKTX1lZmXItX1xcHFJSUpCZmQlZlnl2inzCG594EbnK0WxVer2eeSRVWeePHzaRL1kG8gaDAYDn8+fyGSkirbPMEGQ/m5/BYGBdNnkVZ+4jreK1UqQ1zCP5mjev0+NAigKK9Wx+9qV+nNGPvIWlK6QljmarYqkzqcn+wyYej8mXvPlhJwdSFHCsZ/OzvlaAM/qRN7F0irTC0bVSPDNFarL/sIlZJF/y5jT8HEhRwLJfDNAyox87cCIKdI5KnblQL6nJMsMuwBJo8j1vlfdxIEUBzdmMfiwrIG/iQJ20gLP4kZawBJrU5K3yPg6kKOBZZvSzL/Mzm80qtooCGc96klbYz+LHXJKaWAJNavHWQJ4DKQoKjsr8hg8fzjcV5DGcuY/8AQf5RBSsvDGQ50CKgoalzK9fv34AOHMQeRbLVkirOMgnLeKAntTEa6SIWsFS5mfBEj/yJC46SVrEQT5pEc+Okpo8lT8OpCjoWM8cxBI/8ha+SSAt4bUppAU8O0pq8kb+OJCioOOoxI+dOXkC3ySQP+AAn9TCs6OkJm+sJ8WBFAUl+xI/Ik/w5qJ/RJ7CkmZSE0ugSU2eXk+KAykKWix1IW/w1qJ/RG1hfbaUJc2kFewjydc8XTnCgRQRkQexvI+0iLOWklawjyQ1ebq8lAMpIiIP4jUApFX2Jc08G0BqYB9JavNkealmBlKLFi2CJEm49957lW1//vkn5syZgy5duiAiIgLTpk1DSUmJzfcdOXIEU6dOhV6vR2xsLB544AGcOXPGx60nIvoflo2SVlnPWsqzAaQW9pGkFW39QEkTA6kffvgBb7zxBoYOHWqz/b777sNnn32Gjz/+GNu3b8exY8dw1VVXKffX19dj6tSpOHXqFHbu3In33nsP7777Lh577DFfvwQiIof4iT9pCSdEIa1hBsnXPFleqvpAqqamBjfccAPeeustdOrUSdleWVmJt99+Gy+99BLOP/98DB8+HCtXrsTOnTvx7bffAgC2bNmC/fv34/3330dKSgouuugiPPnkk3jttddw6tQptV4S+QEhBK8PIJ9ITU1FTU0NjEaj0y++kSBfsj4bYMknM0hqYYkp+Zony0tVH0jNmTMHU6dOxcSJE22279mzB6dPn7bZPmDAAPTq1Qu7du0CAOzatQtJSUmIi4tT9pkyZQqqqqrw008/OX3Ouro6VFVV2XxRcDGZTDa58SXmL/DZz5BmMBgQERHh9MuX5VXMHznKJzNIvqTmhBPMHwGeKy9VdSD14YcfIicnB88++2yT+4qLi9GhQwd07NjRZntcXByKi4uVfezfDFtuW/Zx5Nlnn0VUVJTy1bNnzza+EvJn6enp0Ov1Pns+5i/wWWZIs7xR0BLmj9TOJzNIak44wfyRJ6k2kCoqKsI999yD1atXIywszKfPPX/+fFRWVipfRUVFPn1+Up9er0dNTQ1qamqQmZnp0wtfmb/gYJkhzZKz5r58OZBn/ghomk9mkHxNlmXmj1Rj/T6wLflr58E2uWXPnj0oLS1Famqqsq2+vh47duzAq6++is2bN+PUqVOoqKiwOStVUlKC+Ph4AEB8fDy+//57m8e1zOpn2ceR0NBQhIaGevDVkL+RJAmyLKvy3Mxf8FAzZ84wf2ShVj6ZQQKYP1KXp/Kn2hmpCy64AHv37kVeXp7yNWLECNxwww3K/9u3b49t27Yp3/Prr7/iyJEjGDNmDABgzJgx2Lt3L0pLS5V9tm7disjISAwaNMjnr4mIiIiIiIKDamekDAYDhgwZYrNNlmV06dJF2T5r1izMmzcPnTt3RmRkJO666y6MGTMGo0ePBgBMnjwZgwYNwvTp07F48WIUFxfj0UcfxZw5c/hpAxEREREReY1qAylXLFmyBDqdDtOmTUNdXR2mTJmCZcuWKfeHhIRg48aNuOOOOzBmzBjIsowZM2Zg4cKFbj2PZdpNztxCFpYs+GJKVuaP7DF/pDZmkNTE/JHaXM2gJDh5P44ePcpZW8ihoqIi9OjRw6vPwfyRM8wfqY0ZJDUxf6S2ljLIgRQAs9mMY8eOwWAwOJy9raqqCj179kRRUREiIyNVaKF2BMvPQgiB6upqdOvWDTqddy8lbCl/nhBov7dAez2A7WsyGAwBkT9/+D2xjY4FWh/ojBZ//2xT8OTPntZ+91pqj1YzqOnSPl/R6XQufeIRGRmpepC0Ihh+FlFRUT55Hlfz5wmB9nsLtNcD/O81BVL+/OH3xDY2FUgZbIkWf//B3qZgyp89rf3utdQerWVQ1QV5iYiIiIiI/BEHUkRERERERG7iQMoFoaGhWLBgAadUB38W/irQfm+B9noAvia1sI3BTYs/W7YpeGnt56yl9mipLdY42YQfy8jIwH/+8x8UFhY2u19hYSHOOussrFy5EhkZGT5pGwUHZpB8hVkjrWEmSW3MoPp4RspL1qxZg5dfflntZvjchx9+iNTUVISFhSEmJgazZs1CeXm5w33ffvttDBw4EGFhYejXrx+WLl3aZJ/HH38ckiQ1+QoLC2uy7/Lly/GXv/wFvXr1giRJQd9ZBGMGf/31V9x3331IS0tDWFgYJElyeoBZu3YtbrzxRvTr1w+SJGHChAkO9/vPf/7jMIOSJOHbb7912paKigrExsZCkiR88sknHnh12sWsNZ81APj3v/+t9I29evXCggULcObMGZt9JkyY4DRr7du3t9n3vvvuQ2pqKjp37gy9Xo+BAwfi8ccfR01Njc1+rc2vv2MmW85kdXU1HnzwQZx11lkIDQ1F9+7dcfXVV8NkMjn9nltuuQWSJOGSSy6x2X78+HE8//zzOPfccxETE4OOHTti9OjRWLt2radent8Jxgy6+p6ttrYWs2bNwpAhQxAVFYWIiAgkJyfjn//8J06fPt3kcbdu3YqxY8dCr9ejU6dOuPrqq5tku7m+TpIkPP300155zZy1z0vWrFmDffv24d577/Xac7z11lswm81ee3x3LV++HHfeeScuuOACvPTSSzh69Cj++c9/Yvfu3fjuu+9s/pDeeOMN3H777Zg2bRrmzZuHzMxM3H333TCZTHjooYccPnZERIRyOyQkpMk+zz33HKqrqzFq1Cj88ccf3nmRfiQYM7hr1y688sorGDRoEAYOHIi8vDyn+y5fvhx79uzByJEjcfz48RYf++6778bIkSNttvXt29fp/o899lizb0gCCbPWfNa+/PJLXHHFFZgwYQKWLl2KvXv34qmnnkJpaSmWL1+u7PfII49g9uzZNt9rNBpx++23Y/LkyTbbf/jhB4wbNw4333wzwsLCkJubi0WLFuGrr77Cjh07mkzX625+/R0z2XwmKysrMX78eBw9ehS33nor+vbti7KyMmRmZqKurg56vb7J9+zevRvvvvuuww8yd+3ahUceeQQXX3wxHn30UbRr1w7/93//h+uuuw779+/HE0884cmX6heCMYMWLb1nq62txU8//YSLL74YvXv3hk6nw86dO3Hffffhu+++w5o1a5R9N27ciMsvvxypqalYtGgRqqqq8M9//hNjx45Fbm4uYmJiAAADBw7EqlWrmrRl1apV2LJlS5M+1GMEecXUqVNFQkKC2s0QQgjx22+/CQBi5cqVXnuOuro60bFjR3HuuecKs9msbP/ss88EAPHKK68o20wmk+jSpYuYOnWqzWPccMMNQpZlceLECWXbggULBABRVlbWYhsKCwuV55ZlWcyYMaONr8q/BVsGhRDi+PHjoqqqSgghxPPPPy8AiN9++83hvkeOHBH19fVCCCEGDx4sxo8f73C/b775RgAQH3/8scvt2Lt3r2jXrp1YuHCh29/rj5i15rM2aNAgkZycLE6fPq1se+SRR4QkSeLnn39u9nlWrVolAIjVq1e32KYXXnhBABC7du1StrUmv4GAmWw+k3fccYfo2LGjKCgocOmxzWazGDNmjJg5c6ZISEhocvwuKCgQhYWFTb7n/PPPF6GhoaKmpsb9F+TngjGD7rxnc2Tu3LkCgPjjjz+UbYMGDRJ9+/YVdXV1yra8vDyh0+nEvHnzWnzMvn37in79+rWqPa5gaV8rVFdX495770Xv3r0RGhqK2NhYTJo0CTk5OQAayjM+//xzHD58WDml2Lt3bwDAqVOn8Nhjj2H48OGIioqCLMsYN24cvvnmG7fbkZGRoTyuRUVFBTIyMhAVFYWOHTtixowZqKiosNmntLQUMTExmDBhAoTVJXKHDh2CLMu49tprlW0mkwm//PKL0/I8i3379qGiogLXXnutzYJ2l1xyCSIiIvDhhx8q27755hscP34cd955p81jzJkzB0ajEZ9//nmTxxdCoKqqyqa99hISElRfTM9XmEHHOnfuDIPB4FLbe/bs6fZCj9XV1U3KsRy55557cOWVV2LcuHFuPb4WMWuOuZq1/fv3Y//+/bj11lvRrt3/ikDuvPNOCCFaLPtcs2YNZFnG5Zdf3uJzWX4+9j8DC1fzq3XMpGOuZrKiogIrV67ErbfeirPOOgunTp1CXV1ds9+zatUq7Nu3z2l51FlnnYWEhASbbZIk4YorrkBdXR0KCgpabJc/YQab58p7Nkfs+7ATJ05g//79uPLKK9GhQwdlv+TkZAwcONDmvaUj33//PQ4dOoQbbrjBrXa4gwOpVrj99tuxfPlyTJs2DcuWLcP999+P8PBw/PzzzwAayjNSUlIQHR2NVatWYdWqVUqdbFVVFVasWIEJEybgueeew+OPP46ysjJMmTKl2dPwrhBC4PLLL8eqVatw44034qmnnsLRo0cxY8YMm/1iY2OxfPlybN++XbkuyWw2IyMjAwaDAcuWLVP2/f777zFw4EC8+uqrzT63pRMODw9vcl94eDhyc3OV08+5ubkAgBEjRtjsN3z4cOh0OuV+a4mJiYiKioLBYMCNN96IkpKSln4cAY0Z9L2bb74ZkZGRCAsLw3nnnYfdu3c73O/jjz/Gzp07sXjxYh+30DuYtbZx1t9169YNPXr0cNjfWZSVlWHr1q244oorIMtyk/vPnDmD8vJyHDt2DFu2bMGjjz4Kg8GAUaNGNdnX1fz6A2aybbKysvDnn3+ib9++uPrqq6HX6xEeHo709HSHP4Pq6mo89NBD+Pvf/474+Hi3nqu4uBgAEB0d7YmmawYz2DxX37OdOnUK5eXlKCoqwvr16/HCCy8gISFBKTtu7r2lXq/HsWPHlIw5snr1agDw6kCKpX2tEBUVJebMmdPsPs5O6Z45c8bm9KQQQpw8eVLExcWJmTNnutWOGTNm2DzHp59+KgCIxYsX2zzfuHHjHJ7Svf7664VerxcHDhxQygA+/fRTm30sZSELFixoti1lZWVCkiQxa9Ysm+2//PKLACAAiPLyciGEEHPmzBEhISEOHycmJkZcd911yu2XX35ZzJ07V6xevVp88skn4p577hHt2rUT/fr1E5WVlU7bE+ilfcxgy1oqbbHWXGlfdna2mDZtmnj77bfFhg0bxLPPPiu6dOkiwsLCRE5Ojs2+JpNJ9OrVS8yfP9+m7f5cVsWstay5rFnuO3LkSJP7Ro4cKUaPHu30cZcuXSoAiC+++MLh/bt27VL6VwDi7LPPFt98843NPu7k118wky1rLpMvvfSSACC6dOkiRo0aJVavXi2WLVsm4uLiRKdOncSxY8ds9r///vvFWWedJf78808hhHBY2ufI8ePHRWxsrBg3bpxbbfcHzKBj7r5n++CDD2z6sBEjRoj8/Hzl/vr6etGxY0dxwQUX2HxfeXm5kGVZABC7d+922JYzZ86IuLg4MWrUqBbb3RYcSLVCQkKCGDFihPj999+d7uNKbWx9fb04fvy4KCsrE1OnThUpKSlutcP+D+jWW28V7dq1E9XV1Tb7ffTRRw7/gI4fPy66du0qhg4dKsLCwsT06dPden571157rWjXrp144YUXxH//+1+xY8cOkZycLNq3by8AiKKiIiGEEDNnzhTh4eEOH6Nnz57i8ssvb/Z5Vq9eLQCIZ5991uk+gT6QYgZb5qmBlCMHDx4U4eHhYsqUKTbbH3vsMdG1a1fl9QfCQIpZa1lzWbNcJ1dSUtLkvnHjxonk5GSnjztmzBgRExNjc22VtcrKSrF161bx6aefigcffFCkpqaKzz77rMX2Osuvv2AmW+ZKJqOjo23aahmYP/LII8q2X3/9VbRv31588sknyjZXBlL19fXiwgsvFB06dBB5eXltf0Eawwy6rrn3bMXFxWLr1q3i448/FrfffrsYM2aMzTWeQgjx0EMPCQDi4YcfFgcOHBC7d+8W559/vvLeMjMz0+Hzbt68WQAQ//znPz3+mqyxtK8VFi9ejH379qFnz54YNWoUHn/8cbfqf9977z0MHToUYWFh6NKlC2JiYvD555+jsrKyTe06fPgwunbtajNTCgCcffbZDvfv3LkzXnnlFeTn5yMqKgqvvPJKm57/jTfewMUXX4z7778fffr0wbnnnoukpCRceumlAKC0Kzw8HKdOnXL4GH/++afDU7jW/vrXvyI+Ph5fffVVm9rrz5hBdfXt2xeXX345vvnmG9TX1wNoWKfj+eefx9NPP93k9fszZq1tLP2Zo2tQmuvvCgoKsGvXLlx77bU211ZZi4yMxMSJE3H55Zfjueeew9/+9jdcfvnl+PHHH5ttk6P8+hNmsm0smbv00ktt2jp69GicddZZ2Llzp7LtnnvuQVpaGqZNm+bWc9x1113YtGkTVqxYgeTkZM80XEOYQdc1954tLi4OEydOxNVXX43ly5fjkksuwaRJk2zK9RYuXIhZs2Zh8eLF6N+/P0aMGIF27dph1qxZAOD0eLt69WqEhITYXO/lDRxItcI111yDgoICLF26FN26dcPzzz+PwYMH48svv2zxe99//31kZGSgT58+ePvtt7Fp0yZs3boV559/vipTWG7evBkAcPLkSRw9erRNjxUVFYUNGzbg8OHD2L59OwoLC7Fq1Sr88ccfyroSANC1a1fU19ejtLTU5vtPnTqF48ePo1u3bi0+V8+ePXHixIk2tdefMYPq69mzJ06dOgWj0QigYbrz7t27Y8KECSgsLERhYaFyMCgrK0NhYaEmp6ltCbPWNl27dgUAh0sy/PHHH077O8v0v+7U9l911VUA0OIF2EDT/PoTZrJtLJmLi4trcl9sbCxOnjwJAPj666+xadMm3HPPPUqfVlhYiDNnzqC2thaFhYWoqqpq8hhPPPEEli1bhkWLFmH69OnefTEqYQbd4+p7tquvvho1NTXYsGGDsq1Dhw5YsWIFjh07hh07duDXX3/F5s2bUVlZCZ1O53AZh9raWqxfvx4TJ050mHOP8ur5riBRUlIiunfvLtLT05Vtl1xyicNTupdffrlITEy0mSJcCCHS0tLcniazrad0v/zySwFAPPjgg6J79+4iNTXVaQlJa508eVJ06NBBXH/99cq2jRs3CgDi888/t9k3OztbABD/+te/mn1Ms9ksYmJixOTJk53uE+ilffaYwaa8WdonhBDTpk0TYWFhyhTq48ePt6n1dvR18uRJ91+IxjBrTTWXtX379gkA4rXXXrPZ/vvvvwsAYuHChQ4fc+DAgaJPnz5utaOiokIAEHfccUeL+9rn158xk001l0nLtcuOyrh69uwpJk2aJIQQYuXKlS32aUuWLLH5/ldffVUAEPfee69HXoe/YAadc+U9m0VeXp4AIJ577rlm9ztz5ozo2rWrGDNmjMP7P/zwQ5feT3oCz0i5qb6+vsmp19jYWHTr1s2mdEOWZYenaC2LkgmrKSG/++477Nq1q81tu/jii3HmzBmbBR7r6+uVGVmsVVRUYPbs2Rg1ahSeeeYZrFixAjk5OXjmmWds9mvNtJfW5s+fjzNnzuC+++5Ttp1//vno3LmzTTuBhgXc9Ho9pk6dqmwrKytr8pjLly9HWVkZLrzwwla1yd8xg77lKIM//vgj/v3vf2Py5MnKFOpPPfUU1q9fb/P15JNPAgAefPBBrF+/3uHMa1rGrLXd4MGDMWDAALz55ps2ZXTLly+HJEm4+uqrm3xPbm4ufv75Z/z1r391+JgVFRU4ffp0k+0rVqwAYDtDoKv59RfMZNudffbZSE5OxoYNG2wed8uWLSgqKsKkSZMANByr7fu09evXIyYmBiNGjMD69euV0n0AWLt2Le6++27ccMMNeOmllzzWXq1hBp1z9T1beXm5w6nRHfVhjrzwwgv4448/8Le//c3h/WvWrIFer8eVV17ZYpvbynHhNTlVXV2NHj164Oqrr0ZycjIiIiLw1Vdf4YcffsCLL76o7Dd8+HCsXbsW8+bNw8iRIxEREYFLL70Ul1xyCdatW4crr7wSU6dOxW+//YbXX38dgwYNQk1NTZvadumllyI9PR0PP/wwCgsLMWjQIKxbt87hH/I999yD48eP46uvvkJISAguvPBCzJ49G0899RQuv/xypab5+++/x3nnnYcFCxbg8ccfb/b5Fy1ahH379uGcc85Bu3bt8Omnn2LLli146qmnMHLkSGW/8PBwPPnkk5gzZw7+8pe/YMqUKcjMzMT777+Pp59+Gp07d1b2TUhIwLXXXoukpCSEhYUhKysLH374IVJSUnDbbbfZPP9nn32mXBtw+vRp5Ofn46mnngIAXHbZZRg6dGirfq5awww6V1lZqRwwsrOzAQCvvvoqOnbsiI4dO2Lu3LnKvjt27MCOHTsANHT+RqNRycu5556Lc889FwBw7bXXIjw8HGlpaYiNjcX+/fvx5ptvQq/XY9GiRcrjjR07tkl7LOWsI0eOxBVXXOHCT1BbmDXn3Mna888/j8suuwyTJ0/Gddddh3379uHVV1/F7NmzMXDgwCaP3dKUvf/5z39w99134+qrr0a/fv1w6tQpZGZmYt26dRgxYgRuvPFGZV9X8+svmEnn3MnkkiVLMGnSJIwdOxa33XYbKisr8dJLL6F///644447AAC9evVCr169mjzPvffei7i4OJs+7fvvv8dNN92ELl264IILLlAybJGWlobExMSWf4h+gBl0ztX3bO+//z5ef/11XHHFFUhMTER1dTU2b96MrVu34tJLL8X5559vs+///d//4dxzz1V+1h999BFmz57t8Nq9EydO4Msvv8S0adN8c72y1895BZi6ujrxwAMPiOTkZGEwGIQsyyI5OVksW7bMZr+amhrx17/+VXTs2FEAUE69ms1m8cwzz4iEhAQRGhoqhg0bJjZu3Njk9KwrHH3P8ePHxfTp00VkZKSIiooS06dPF7m5uTandDds2CAAiBdffNHme6uqqkRCQoJITk4Wp06dEkK4N+3lxo0bxahRo4TBYBB6vV6MHj1afPTRR073f/PNN8XZZ58tOnToIPr06SOWLFnS5FT37NmzxaBBg4TBYBDt27cXffv2FQ899JCyerv9zwNOyg+8vZq3LzGDzllWb3f0Zd9Oywrsjr6sn+uf//ynGDVqlOjcubNo166d6Nq1q7jxxhvFwYMHW2yPv8/ax6w5507WhBBi/fr1IiUlRYSGhooePXqIRx99VHlea/X19UqJjTOHDh0SN910k0hMTBTh4eEiLCxMDB48WCxYsEDU1NTY7NuW/GoRM+mcu5ncunWrGD16tAgLCxOdO3cW06dPF3/88UeLz+No1r6WygB5DA6ODLr6nu2HH34Qf/nLX0SvXr1EaGiokGVZpKamipdeeqlJaeF3330nzj33XNGpUycRFhYmkpOTxeuvv97k/aLF66+/LgCIf//73y221xMkIdxcdpiIiIiIiCjI+VdxNBERERERkQbwGikNOnHihNN1loCGCxVjYmJ82CIKNswg+QqzRlrDTJLamEH/wdI+DZowYQK2b9/u9P6EhAQUFhb6rkEUdJhB8hVmjbSGmSS1MYP+gwMpDdqzZ4+yIJ4j4eHhSE9P92GLKNgwg+QrzBppDTNJamMG/QcHUkRERERERG7iNVIAzGYzjh07BoPBAEmS1G4OaYAQAtXV1ejWrZvXF6xk/sge80dqYwZJTcwfqc3VDHIgBeDYsWPo2bOn2s0gDSoqKkKPHj28+hzMHznD/JHamEFSE/NHamspgxxIATAYDAAafliRkZEqt4a0oKqqCj179lSy4U3MH9lj/khtzCCpifkjtbmawYAZSL322mt4/vnnUVxcjOTkZCxduhSjRo1y6Xstp3IjIyP5R0Q2fHGan/kjZ5g/UhszSGpi/khtLWUwIBbkXbt2LebNm4cFCxYgJycHycnJmDJlCkpLS9VuGhERERERBaCAGEi99NJLuOWWW3DzzTdj0KBBeP3116HX6/HOO+949HmE2QxjaSmMpaUQZrNHH5vIHvNGamH2SCuYRVIT80ct8fvSvlOnTmHPnj2YP3++sk2n02HixInYtWuXw++pq6tDXV2dcruqqsql5zKVl0OOiwMAGEtKIMfGtqHlFKxczR/zRt7gSv5ssldcrPyfyBPcOQazHyRPY/7Ik/z+jFR5eTnq6+sRZ3egj4uLQ3FxscPvefbZZxEVFaV8OZ2tRQjAaLT9Imojl/NH5AXu5i9s8uSGvpDIQ9zKILNHHub2e0CiZvj9QKo15s+fj8rKSuWrqKio6U5CQIwdC0REKF9yYqLvG0sBx6X8EXmJS/nT65Hb+N+Q/HwIvpkgD3K5DxSiYSBP5EHuvAfk+z5qid+X9kVHRyMkJAQlJSU220tKShAfH+/we0JDQxEaGtrs4wqjEdLOnQ7vywXQX4iGTyu4eBu5yZX8AeAnseQVruRPL8uYk5SEnXv3AgBMRiPkiAhfNI+CgKt9oKipQUh+PoDG465e7+WWUTBozXvAbAApzB854PdnpDp06IDhw4dj27Ztyjaz2Yxt27ZhzJgxrX5ck8nk9L5hAOT4eIjUVKCmpmn5n7MvvjEmV/GTWFKRJEnYsnWrcjs8Pd22r2NfRt4mBMxjxyo35yQlQS/LKjaIgon9e8BYvR768HCVWkNa5vcDKQCYN28e3nrrLbz33nv4+eefcccdd8BoNOLmm29u/YPq9chqYRcpLw8wGGzK/5r7EuPG8Q0IuUQYjTafxIKfhJGPSbKslPfp/vtfm76OfRl5m3UfCABbsrJ8sqYQEYAm7wH7mUzAiBHs96gJvy/tA4Brr70WZWVleOyxx1BcXIyUlBRs2rSpyQQU7tDLMh5OS0Oug/I+CUAmGs5MuUPKzoYoLYXU2hIZvZ6lhEHCZDLB8tnr/YMH4yug5YtemQ/yIL0sY1ZyMt7+8ccmfV2LfRmzSG1kAnAA/zvO6k0mICTEdifmjLzE8h4wb+dO5ADoj4YPz0VNDSSDQe3mkYYExEAKAObOnYu5c+d67PEkSUJmVpbDEj8hBMaNHYsDP/7o0mPJACxLA0tOrttyhUhJgZSZ6d0DBw9MmrPtp58azga0QMmHLPN3SG0mSRJ25+RgeGqq0te52pe1qq9i30NW7K/T03Xt2mSfNh0TmTdqhuU9oNFoxNiUFOT9978AADFsWEM1knV2mKWgFjADKW+QJAmyk5rsnNzcZq+jsmasqUFWfDzGtrxr8+2xlBJ6kUhP9/5gjVrWWFbgTmYs+eDvkDxFp9PZ9HWu9mWt6auYW7ImSRK2ZGcjKzLSad7ackxk3qglkiQhIiICWbm5yI2MxDBYlTlbYZaCGwdSrdTcIMueXq/HVU7KBF16LrSulLBVz9XW8kNn+ImNW5orLbVnnw+v/Q5bi797v2bd17XUl7Wlr/J4bpk7vydHRDjsBz1xTPRKP8nMBSQ5IsJpmTPgoSwxO36LAykfaK5M0BXulhK2hqfKD51pc1likHUy7mTGko/ff/zRq7/D1mLJYeBoKZet6au81ff4pBQaCLq+yZec5a0tx0RvHuu8mjnmTDWOypwBz2aJ/ZX/4kDKR9w5g+WIO6WEreGp8kNn2lqWGIynzt3JTE5uLspKS736O2wtlhwGlpZy6W5f5a2+xxel0EBw9k2+5CxvrT0mevNY583MMWfqsi9zBjybJfZX/osDKT/R1oFYS9pafuiMp8oSXT51HqSftkiShJjYWK/8DltL8yWHQNDmxZvc7as83ff4shQa8GGumVUbrT0meuNY54vMeTRnzFKr2GfOE1kK2P7KmQDMHgdSBKDt5YfOtLUs0d1T5zanxwPwD7Y53vodtpbWSw4BN8spgixPvuLp3PqiFBrwfjm0PZZHe4Y3+klvZs4bOXM7S8yOQ57IUqD2V84EYvkrB1Kk8NZZr7aUJbp76tz69HgwnsL29plLd2m55BBwr5wiGPPkK57OrbdLoQHvl0PbY3m053ijn/RW5ryRM3ezxOw454ksBWJ/5Uwglr9yIEVe15aOprlT5xIAvdX/M9GwaJ5yf3Y2hNGorVKyIKPFkkOgdeUUzJP/8MUHCt4qh7bn0fJo5tdrvJU5T+astVlidrwrkPorZ3xW/qpCTjmQIu0SApLJhMzNm5t+WiMEwiZPRkh+frMPYTKZILPzV5XWSg6BlsspJABZAFLstjNPZOGrXLel9EcH4BcA3RtvM7/+x5M5czVLjvo/Zse/qX0c9nQJo5aO0RxIkTYJATF2LKSdOyGhob7XXVkAhun1Le5H3qe1kkOg+XIKUVODCLs6cuaJ7Pkq160q/RECYenpyodNuQD6M79+yZM5cyVL9v0f+77AoPZx2JMljI6O0dkAUlTIKQdSpC4hAAd/WKKmBpILp6BzAYwDIBzcNywtDZkae/NO2tHcQcVYU6P8PxaAEcwTqac1b4BEdTWkxkHUAQCzkpOxh/kNeq5kyWg0Kv+PBdCffR95gCcHckYhkAXYXPP1+DnnYIsKOeVAitRjddbJnvWlgpY3so70T05GcVYWJAcXF+r1eofbiZrVWDZqsa+gAHJsLPNE/kMImMeORUjjzWv69EFOTg7zS27bV1CAmN69mR3SFL0s4+G0NBzYuVOZjXBTbS3USCkHUuRzwmyGqbwcMBoht3DWKQvAvuJipzWvfHNLniaMRqUcKg9Av5gYzZUlEjXHXF1tU9KXlZsLnU6nbqPIL8myzGMsaY7lmq+y0lLkxsdjGICQ/HxONkEBTgiImhoc7NoV/Y2255icnXUalpaGzNhYduTkMyaTyeaavPDwcNXaQuQuYTbjQHw8BjTenpOUhGxOEkBEAcYyK/AVSUnYuXcvAMBkNHKyCQpQVmV8/e3uypVlFPzxByQHn5jyjBP5mj46Gr+Eh2NAbS1SABiPH4ccG6t2s4hcYiovx4DaWgDA/tBQZOXmsg8looAkSRK2bN0KNE48ETZ5MpCX59O1pDiQIq9yVsaXC6BHQQH0soyU6GiHgygiNUg6HXoUFABdu6rdFCK3CbNZ+X+vwkLoQkKa2ZuIyL9JsoxcQLXyvja9e62rq/NUOyiQCAEYjRDV1TgYGQk5Lg5yYqJydyyAu9LSEN27N+TYWA6iSHOYSfI7QkBUV+N4797KJuaY2kw4mhOXSDv0sow5SUnKbZPR2fRk3uFWL/vll19ixowZSExMRPv27aHX6xEZGYnx48fj6aefxrFjx7zVTvIXjSV8iIiAFBnZ5FqoXFlGQVUVMp3MtEdERG6ylE5HRiKh8QPOX8LDoY+OVrlh5O/CJk/mYIo0TSnva+TrzLo0kFq/fj369++PmTNnol27dnjooYewbt06bN68GStWrMD48ePx1VdfITExEbfffjvKysq83W7SIGE2w1hY2GQ681wAZQUFMJaUIKWqChEGAwdR5DesS6WItMhcXW3T7+YC6FFczDNS1Dp6PXIb/2splSLSMkt5H9CQWXN1tc+e26VrpBYvXowlS5bgoosucjiF6jXXXAMA+P3337F06VK8//77uO+++zzbUtI0UV+Pg1FRNmegbBYy5ToU5KeOJibi7JoaviklTRL19SiKjUVC421lAVWDQc1mkR+zlEopM6GZTD6fCY3IHfaZLYqNRS+jEZIPrhF1aSC1a9culx6se/fuWLRoUZsaRH5ICJhTU20GUdYz8XHmPfI31jP3DaithbG8nDP3kfY09r2Wcr79oaEoKCuDHBHBPpdazX4mNCKtkyQJWbm52C/LGFRXh4S6OtSnpiLEBzP48SNWahNLOZ9l8ccDaCjjs5TwcTE/+v/27j46qvLOA/j3ToQk8wqSTIK8bngxIokh0CNJeFGQBIxVK7tuewCNS1uLEau0KPSwovZ4sF1d9pxardUSbBWwtLJdgy9EViEh2CJJAEEJbkiIYJggeZtJDCTz7B/JDDPJBGbCzH3uzHw/5+Qc5t6bzC/DL8/c597f/J5w5O7cR6RhngvvVgMYa7OxdJqCgjlE4UYXE4OxNhuqex+rVeIXcPtzIQT+8pe/4KOPPoLNZoOzz+cH3n777aAFR9rmq5yvIC0N+1jGRxGApXykZX1L+grS0rCP5XwUCmw2QWHCYDKhwKPErzo5OeSl+QH/5EcffRTLli3DyZMnYTQaYbFYvL4oSgxQzsfFH4mIQsxHSR/HXgoVdu6jcOEu8YuNBQCkdnT0rGUaQgHfkfrTn/6Et99+G7fffnso4qEwIRwOr5KS4TU1yBg3jlfxKSKxcx9pia+SPi68S0HV27lP1iKnRIOlKAoSP/0U8FhbKpQCPuu1WCxI8VhclaJTe3u7+98KgBEjRvBqKEWsr1JSOJkiTXCV9LkUpKXBwJI+CrJ+i5x6vOcTaZVwOnFk2DAkqjSJAgYxkXrqqafw9NNPo6OjIxTxUJhwdTUDgEkAdBYLxOzZvP1PEcMzx9UoDyC6Ipb0kUr6LnJKFA7az51DukeDicMmU8gXJg+4tO/ee+/F1q1bYbVaMX78eAwZMsRrf0VFRdCCI+1SdDqMbmhApcWCaa5t+/bBUVsLPUv8KAK4O/eNHCk7FCIA/UuqWdJHoeQ5QecdeQo3jZ99hrQbbgj5+WjAE6n7778fBw8exNKlS5GUlMQrYVHMYDJhZXY2qsvLYXNtS0lBtcGASb1rSAEA9PqQ9/EnCgVeECAtaXc4YOj9N7v0kZq4MDmFBY+qKH1ioir5GvBEaufOnfjggw8wa9asUMRDYURRFJSWlcFht6Ny5EhM6+3gN9nhAMxm93EiJwdKaSknU0REgyVET/e0XrtKSnghk0KKC5NTWOkzRqol4KnamDFjYPY4SabopigKjCYTMlpb0VhTg0pfx/SW/LE0gIhocDw79VUCUAyGy38D0VXiwuQUTvqOkdDrVXnegCdSL7zwAh5//HHU1taGIBwKV4pOh4Tx47EyOxsGAAYAntetDCkpOGE2Q7S1AQ4Hm1JQ+GHOkiTC6UR1crL7cWFaGvScSJEKWMpH4aBvN1M1x8iAS/uWLl2K9vZ2TJgwAXq9vl+zifPnzwctOAovrlI/V5tU4XQOWPLHcj8KN3G5uUBVFXOWVNd+7hxSezvlslMfEZEHyd1MA55Ibdy4kQM4DUhRFBg8rgJktLaisa4OX6WkuLv7AZfK/WAwQJ+QwKtepE1clJI0ZmxtLTv1ERH1kr1AecATqYKCggH3cW0p6stV8ve97GxUlpfDAHh1+ANwqcuf0cir/aQprkUpy48cAdCzKKWBEylSm0dZKS86EVHUEwJob4dwOlFvtWJc72YZ3UwDHpEfeeQRn9sdDgduv/32qw6IIo+r5M9mt6OmtRWVfepWJzscUMxmLuhLmsNFKUk6SZ2oiIg0SQiIWbMAoxGK2Sx9gfKAJ1I7d+7E+vXrvbY5HA4sXLgQXV1dQQuMIour5M/V4c9x9my/Ln/Kvn1weqxITaQJnNyTRLI6URERaYlwOuGw2eCorYVSXu61rxLyFigPeCK1a9cuvPrqq/iv//ovAEBbWxsWLFgARVHw/vvvBzs+ikCKTgeD1eru8ufZ3a/eaoXo7pYWG5En4XTiq94SVCK1yexERUQknRCAwwHR1oYTZjMMSUnuj4UAPd2hDUBPx2hJC5QH/BmpCRMm4P3338ett94KnU6HrVu3IjY2Fjt37vRqMkB0JZ4L+h5LTMSUzk6M6+xEd2YmYtgdjTTAs1vaF/HxuD4hQXJEFDUkd6IiIpKqt4RPKS+HAmByn92VBgNqvv4aik4HvV4vbWwMeCIFAOnp6SguLsaCBQtw8803o7i4GPHx8cGOjaKAa0HfsTYbqi0WTAa7o5E2ja6p4Qf9STWyO1ERAT135YnUJJxOtJ87BzgcMPgo4RtdUwO9wYAMjXR89msiNW3aNJ8zvdjYWJw5cwY5OTnubRUVFcGLjqKGwWRCAbujkdawWxpJ4FqAN7X3sYxOVESu0ubUKx9KdHU8uvCdGDmyZ91RD1YADgDTsrNROn68pu7M+zWRuvvuu0McBkU7d3e05GTZoRD1YLc0koQL8JIWsLSZVBEmJXwD8Wsi1bdLH1EoaO2Pg6KbcDi8uqVNZrc0UolnORUX4CVZPPOQpc0UbOFWwjcQvyITbP9LanM42HaapGr3KC1gtzRSS99OkVo+gaDIxTykkBHCry58CePHw2C1aj73/IruxhtvxLZt23DhwoXLHnfixAmsWLECzz33XFCCo+hlSEnhAr0kT5+yvl0lJbxjSqroW06lZzkVScA8pJBwlfGZzf0+B1VpMKCmtRU2ux2lZWVh857rV2nfb37zGzzxxBN46KGHsGDBAsyYMQPXXXcd4uLi0NTUhGPHjqGsrAxHjx7Fww8/jBUrVoQ6bopEej3KAMzqfehaoFdnNsuMiqJQv7I+3o0iCVhORVrAPKRgEE4n2uvqvMr4wqmEbyB+TaTmz5+PTz/9FGVlZXjrrbfw5ptvoq6uDh0dHUhISMC0adNw3333YcmSJRg+fHioY6YIpTcYsCY7G9Xl5bD1bqtOTsb1dntY/nFR+Gpvb4dr6vRwWhrKOJEiCTjukRaEy50B0ighIOz2ft34rAAma7ALX6ACWkdq1qxZmDVr1pUPJBoEXwv0pnZ0wHHuHAxWq+zwKErtVRSE7xBPRHR14nJzgaoqIIxPdkkSj458nt34XJ34DEZjWE+iAD8/I0WkFvcCvbW1skOhaKbXo7L3n64FoonUxsVQSRqOgRQEzrY2KH1K+RprapDR2gqjyRT2kyhA8kRqw4YN+M53vgOTyQSr1Yq7774bx48f9zrm22+/RWFhIUaMGAGj0YjFixfj7NmzXsecOnUK+fn50Ov1sFqtWL16Nbq6utT8VSjIIuGPi8KX3mBAYVqa+3E7TyJIgq9SUjiZIik4BtLVEt3dqPeoJrLiUje+SCpblvqb7NmzB4WFhfjkk09QUlKCixcvIjc3Fw6PP9jHHnsM77zzDrZv3449e/bgzJkzuOeee9z7u7u7kZ+fjwsXLqC8vByvv/46Nm/ejCeffFLGr0TBwIVQSTL3AtG94nJz2UGSVKFPSMAX8fEAgNSOjp51VohUxjGQrooQcGZmYlxnJ4CehcVrWlvDqhufvwL6jFSwvf/++16PN2/eDKvVioMHD2LOnDloaWnBH/7wB2zZsgXz5s0DABQVFeGGG27AJ598gpkzZ2LXrl04duwYPvzwQyQlJSEjIwO//OUv8cQTT+Cpp57C0KFDZfxqdBU8O6ZVAxjucAA2W7/j9GHa4YXCg2IwoBLANFwqbVGMRtlhUYRTdDqMrqkBRo4EALQ3Nnrt57hHqomPRzWAyeAYSFfmXmAX6Flk1+M8bqzNBqPJJC+4EJI6keqrpaUFAHDttdcCAA4ePIiLFy/itttucx+TmpqKsWPHYv/+/Zg5cyb279+PtLQ0JCUluY/Jy8vDihUrcPToUUybNq3f83R2dqKzd5YMAK2traH6lWgQPDumTQYAj8XaPB02mZDW3Bx2JxXMv/DgKm0pP3IEQM8JrcFgCPsPXDP/tM9zTEucOtVrX7iOe56Yg9onnE7UjB6NdI9tHANpIMLpxJFhw5De1tZvX0FaGvZF6CQKGGRpn9PpRHV1NcrKyrB3716vr8FyOp149NFHkZOTg6m9bxwNDQ0YOnQohg0b5nVsUlISGhoa3Md4TqJc+137fNmwYQMsFov7a8yYMYOOm4JPn5CAw3780aW3tYVl2QvzLzz0LW2JlEWimX/ad7kxMFzHPU/MQe1rP3eu30kxx0AaiK98AYAqgwFllZURV87nKeCJ1CeffIKJEyfihhtuwJw5c3DLLbe4v2699dZBB1JYWIjPPvsM27ZtG/TP8NfatWvR0tLi/qqvrw/5c5L/FJ0OU/34PykDAL0+5PEEG/MvfCgGQ0+euR7v2xf23auYf9qn6HSY+tVXPveF67jniTkYBvR6r7HPhWMg+TRAvqSfPg1dTIzq4agp4NK+n/zkJ5gxYwZ27tyJkSNHBmWW+fDDD6O4uBh79+7F6NGj3duTk5Nx4cIFNDc3e92VOnv2LJKTk93H/OMf//D6ea6ufq5j+oqNjUVsbOxVx02hIZxOVI8cidTex1YAvobtadnZKA3DhVKZf+HD1yLR7Q4HDGH8OQHmX3jo+PZbd4lzEgB777/DddzzxBzUPtfYV9nbutoAXBoD29s5BpIXz3zxzJX6pCSMdTigRPBkKuCJ1IkTJ/CXv/wFEydOvOonF0Jg5cqV2LFjBz7++GP80z/9k9f+6dOnY8iQIdi9ezcWL14MADh+/DhOnTqFrKwsAEBWVhaeffZZ2Gw2WHvbLJaUlMBsNmPKlClXHSOpr/3cOaR2dADo7fTS2Ojz8wB6vT6ibxeTfK5Fohtra92f1ePilKS2r6ZOxYX9+wFF4bhHqnCNfe3t7QAAh8024OeViTzzRTidOJaYiCmdnRjX2YnuzEzERPB7ZsATqZtvvhlffvllUCZShYWF2LJlC/72t7/BZDK5P9NksVgQHx8Pi8WC5cuXY9WqVbj22mthNpuxcuVKZGVlYebMmQCA3NxcTJkyBcuWLcOvf/1rNDQ0YN26dSgsLOQVhzDluW7K2NraiO30QuFBURQYEhPZwY/U1bsg6jQAQz77DNegp9SUSC2KovQ0lwAAj9zj2mbki2e+jLXZUG2xuDs+OmproR83Lqyb5AzEr4nU4d4WhgCwcuVK/OxnP0NDQwPS0tIwZMgQr2PT09P7fvuAXn75ZQDALbfc4rW9qKgIBQUFAICNGzdCp9Nh8eLF6OzsRF5eHl566SX3sTExMSguLsaKFSuQlZUFg8GA+++/H88884zfcZB2CKcTX6WkuMv6IvGPjsJPpHbwI+3ql3NhXlJKkeOb8eNhaGzsuZjEMZB8MJhMKPAYvwwpKag2GDDp6697zuv0+ojJHUWIK7df0el0UBQFAx3q2qcoCrq7u4MeZKi1trbCYrGgpaUFZrNZdjhRzWGzwdDbdfGL+Hhcb7dLmUypmRPMv/BgP3sWRo/PXYqcHCilpSF5M2D+EeCdc93p6aqWxzAHyZNwOnHcaHSX3QMcA+nynN3dOGSxYJqP5iShzJ1g8Tcv/LojdfLkyaAFRnQ5niUDo2tqeEeKNMPVwW+W63Fv9yqW+FGocFFo0gpFp8PohgZUWixwrc7JMZAuRxcTg4zWVjTW1eGrlBR4ruqq7NsHR20tYDCE/SLjfkU+btw491ddXR1GjRrltW3cuHEYNWoU6urqQh0vRTBXWZ9LOP9hUeRxdSWyemxrD/M2wKRtrvI+F9cH/4lkMJhMWMkxkAKg6HRIGD8eK7OzYQC8cseQkgJDUhJOmM0QbW2Aw9HzFWbrlAV8pnrrrbfi/Pnz/ba3tLRc1TpSRJ7d+r6Ij4c+IUFyRESXuLoSfVZT494Wl5sbdoM+hY++i0ITycQxkAbDlTc2ux01ra2o7NM0Z7LDAcVsBoxGwGgMu0WfA55IuT4L1dc333xzqbsL0SCwrI+0zrODH3Cp3IooVDzfb9sbG9kxjaTiGEiD4eroZzSZkNHaCsfZs2isqXHnkdexvWV/4TLW+d3+/J577gHQ82IUFBR4tRbv7u7G4cOHkZ2dHfwIKSqwWx+FC3ZTI1kSp07t6XzV0hLRC1yStnEMpKuh6HQwWK3QC4HvDbDoc78uf4BmO/35fbZqsVhgsVgghIDJZHI/tlgsSE5Oxo9//GO88cYboYyVIhjL+ihc9C23YmkLhZI+IQGHPdbSm+xwwJmZyZwjaTgGUjB4lvz5KvsLl5I/v+9IFRUVAQDGjx+Pn//85yzjo6BiWR+FE3ZTI7UoOh3SmpvRWFeHppQU9wKXzDmSiWMgBYPXos/AgF3+gJ6SP2dbG3Qaa1Ef8Nnq+vXrYTAYYLPZUFpaitLSUthstit/I9EA2K2Pwk2/bmqNjZq8UkaRwdX5qsAz5/i5FJKo3xjIfKQg6Nvlr2+nv3qrtafDn4bebwM+Y21ra8OyZcswatQozJ07F3PnzsWoUaOwdOlStLS0hCJGinCeZX0AoB8xQmI0RFfWt7TFkJKi2bIDigwspyItYT5SqPgq+TvW25dhXGcnFLNZU++3AU+kfvjDH+Lvf/87iouL0dzcjObmZhQXF+PTTz/Fgw8+GIoYKdLp9d6dWzwmVURa5Vqg1/24d3FKolBxlVMB7JZG8vXNR2dbm9R4KHK4Sv5cnf7G2mxe54muMj8tCHgiVVxcjE2bNiEvLw9msxlmsxl5eXl49dVX8c4774QiRopwLBGgcORzgV4umEohxJJS0pK++VidnBw2LaspvPhaDFor+RbwRGrEiBGwWCz9tlssFgwfPjwoQVF0YYkAhSNfi1MShRJLSklLFEVBWWWlu+wqtaMD7efOSY6KIpHr/dazzE8r+RbwRGrdunVYtWoVGhoa3NsaGhqwevVq/Pu//3tQg6PowZIVCkd9Ow5p4eoYRTaWlJKW6GJiMLa21v2YYyCFiqIoPWV+HvmmBX63P3d5+eWX8eWXX2Ls2LEYO3YsAODUqVOIjY1FY2MjXnnlFfexFRUVwYuUIlq/Bf4aG3tOUDW4+BrRQL4ZPx4Gh4OLpVLIuEpKq8vL3YtXckFUksmz0y7HQAo1r87OGrgbH/BE6u677w5BGBTt3CUryckAektWcnKglJZyMkWapk9IwBfx8Ujt6MC4zk50Z2YipqqKeUsh4SpxaaytBXqXjYjLzQWYcyQJx0CSRQtjX8ATqfXr14ciDiJ3ycos12ONLr5G5EnR6TC6oQHVFgsXSyVVKIoCQ2IiF0QlTeAYSKrq7fSslbFvUCufNjc347XXXsPatWtx/vx5AD1lfKdPnw5qcBRdfHVBcy++5nBo4hYukS8Gk8l7sVR2U6MQYwc/0pJ+YyA/t0chorVOzwFPpA4fPozJkyfjV7/6FZ5//nk0NzcDAN5++22sXbs22PFRFPHVlcW1+BqMRnanIs1iNzVSG3OOtITdd0ktWsu1gCdSq1atQkFBAU6cOIG4uDj39ttvvx179+4NanAUfdxdWfosvgb0lPo5amvZFYg0id3USG3MOdISdt8ltWgp1wKeSB04cAAPPvhgv+2jRo3yaolOdDVci68ZAK9SP0NKCk6YzSz3I83xuUAvTyQohJhzpCUsNyW1aKm8L+CJVGxsLFpbW/ttr66uRmJiYlCCInKV+dnsdtS0tqLSY62eyQ4Hy/1Ic3wt0Cu75IAiG3OOtITlpqQWLZX3BTyRuvPOO/HMM8/g4sWLAHp+mVOnTuGJJ57A4sWLgx4gRS/XYqdGkwkZra1orKnxWe4nbDYO1KQJnt3UAPklBxT5fOac3S41JopeLDcltWilvC/gidQLL7wAu90Oq9WKjo4OzJ07FxMnToTJZMKzzz4bihiJoOh0SBg/3me5n5KczKtepBn9Sg7a2yVGQ9Ggb845Z83ieEhS+Cw35RhIIaCV99qA15GyWCwoKSlBWVkZDh8+DLvdjszMTNx2222hiI/IzVXG0t7eDofdjrLkZK81p+w2m3stAb1eD4WLAZIEfReXFjyhpRBTFAW79u1DpdnsXlvFabdDZzLJDo2ijK8FozkGUiho5b12UOtIAcCsWbPw0EMP4fHHH+ckilTjKvdLtFr7XfVKSk6G0WiE0WjE7NmzOXiTNJ6T+AULFjAXKeQMRqPX1dmcnBzmHUnhep924RhIoaKF99qAJlJOpxObNm3CHXfcgalTpyItLQ133nkn/vjHP/KPhFTlueZUVloaDAA8b+ru27cPDtZlkyT6hAR3Xn5y5AhLWyjkFEVBWWUlbpowgXlH0nEMJDX0zTMZ531+T6SEELjzzjvxwx/+EKdPn0ZaWhpuvPFG1NXVoaCgAN/73vdCGSdRP641p8oPHYLNbofdbsfZs2fd+zMzM2G32+FwOOBwODjZJ9UoOh1Kysvdk3vmHqlBFxODfVVV7rzjuEeycAwkNfTNM9d5n5r55vdEavPmzdi7dy92796NyspKbN26Fdu2bcOhQ4fw4Ycf4n//93/xxz/+MZSxEvnkKiMwGAxITExERkYGAODEiRMwmUws9yMpPEsOmHukFs+8S0pKYu6RNBwDSQ0Gg6HfeZ+a+eb3RGrr1q34xS9+gVtvvbXfvnnz5mHNmjV48803gxocUaAURcHBgwfdf1SeWO5HatLr9e48rKqqYu6RKvR6PXJyctyP9+3bx7IqkqLvGMg8pFDwdd6n5vme3xOpw4cPY+HChQPuX7RoEQ4dOhSUoIiuhk6nQ0VFBewDlPs5nU6J0VG0UBQFpaWl7se8IktqcOWd57jHvCMZ+o6BzEMKFdd5n6+Pd4Q67/yeSJ0/fx5JSUkD7k9KSkJTU1NQgiK6Wpcr95s+fToHdFKFZ8kBr8iSWvp2TeMknmRheR+pRVEUnx/vCHXe+T2R6u7uxjXXDLzsVExMDLq6uoISFFEwuW77Tpo0CQDLrEg9fa/IEqmFZVWkBcxDUpOMMj+/F+QVQqCgoACxsbE+93d2dgYtKKJgc932NfUuUJmZmYmKigoYDAYu3Esh5ZlfvBpLanFN4l1jHnOPZGAektpc53uNjY3uSrpQnvP5fUfq/vvvh9VqhcVi8flltVpx3333BTU4omCS3dmFiPlGamJZFWkB85DUpmaZn993pIqKioL6xERqc93ynT59OqqqqgBc6mjl+XkComBylbZUVVW5S1uYb6QG5h5pAfOQZBjonM/hcMBoNAbtefy+I0UUCXx1duHVMQoldq4iWZh7pAX8rCjJMlA3v2B2b+ZEiqIOO1qR2ljaQrIw90gL+FlkksVXmV8wuzdzIkVRiZ2ESE3MN5KFuUdaw8k8qS2U3Zs5kaKopCgK9u7dKzsMihIssSJZmHukNbwzSjK4yvxcglXix4kURSUhBObMmSM7DIoiLLEiWZh7JBvvjJIW9O3eHIwSP06kKCo5HA53F5eMjAzo9Xq5AVHE44kEycLcI9nYcIK0IBQlfpxIUdQRQmD27Nnux6WlpfwgLIUcTyRIFpb3kRZwcXLSgr4lfld7l54TKYo67e3tXnejuJ4FqYUTdpKF5X2kJcxBksmzxO9q79JzIkVRjXejSBaeRJCaWN5HsjEHSSuCWSHCiRQRkQS8IktqYnkfycYcJC0J1kV0TqQoqvFkltTEK7IkE8v7SDbmIEUaTqQo6uj1etx0000AeDJL6uIVWZKp70Q+WAtSEvmLF5Mo0nAiRUSkIl6RJVn6TuSZf6Q2XkyiSMOJFEWd9vZ2HDp0yP04Pj5eYjQUbXhFlmQKZrcqosHgxSSKJJxIUdTxPJEFgI6ODnnBUNThFVmSiflHsvFiEkUSzUyknnvuOSiKgkcffdS97dtvv0VhYSFGjBgBo9GIxYsX4+zZs17fd+rUKeTn50Ov18NqtWL16tXo6upSOXoKJzyRINl4RZZkYv6RTHwPpkiiiYnUgQMH8MorryA9Pd1r+2OPPYZ33nkH27dvx549e3DmzBncc8897v3d3d3Iz8/HhQsXUF5ejtdffx2bN2/Gk08+qfavQGGGJxIkE6/IkkzMP5KN78EUKaRPpOx2O5YsWYJXX30Vw4cPd29vaWnBH/7wB/znf/4n5s2bh+nTp6OoqAjl5eX45JNPAAC7du3CsWPH8MYbbyAjIwOLFi3CL3/5S/z2t7/FhQsXZP1KFAZ4IkEyBXMxQKJA9c0/h8PBE1lSFd+DKVJIn0gVFhYiPz8ft912m9f2gwcP4uLFi17bU1NTMXbsWOzfvx8AsH//fqSlpSEpKcl9TF5eHlpbW3H06NEBn7OzsxOtra1eXxRdZJ7IMv8ICN5igIFi/hHgnX9JSUmqnsgyB4nvwRQppE6ktm3bhoqKCmzYsKHfvoaGBgwdOhTDhg3z2p6UlISGhgb3MZ6TKNd+176BbNiwARaLxf01ZsyYq/xNKBzJOpFl/pFMzD8Ceu4I5OTkSHlu5iABfA+myCBtIlVfX4+f/vSnePPNNxEXF6fqc69duxYtLS3ur/r6elWfn7RBr9fDbrfDbrdDr9er9rzMPwKYfySX644Ac5Bk4RhIMgUr/64JYkwBOXjwIGw2GzIzM93buru7sXfvXrz44ov44IMPcOHCBTQ3N3vdlTp79iySk5MBAMnJyfjHP/7h9XNdXf1cx/gSGxuL2NjYIP42FI4URYHBYFD9eZl/BDD/SD7mIMnE/COZgpV/0u5IzZ8/H0eOHEFVVZX7a8aMGViyZIn730OGDMHu3bvd33P8+HGcOnUKWVlZAICsrCwcOXIENpvNfUxJSQnMZjOmTJmi+u9ERERERETRQdodKZPJhKlTp3ptMxgMGDFihHv78uXLsWrVKlx77bUwm81YuXIlsrKyMHPmTABAbm4upkyZgmXLluHXv/41GhoasG7dOhQWFvJqAxERERERhYy0iZQ/Nm7cCJ1Oh8WLF6OzsxN5eXl46aWX3PtjYmJQXFyMFStWICsrCwaDAffffz+eeeaZgJ7H1faVnVvIxZULarQEZv5RX8w/ko05SDIx/0g2f3NQEVw8Al999RW7tpBP9fX1GD16dEifg/lHA2H+kWzMQZKJ+UeyXSkHOZEC4HQ6cebMGZhMJintOFtbWzFmzBjU19fDbDar/vyXE62xCSHQ1taG6667DjpdaD9KqGb+afX/k3F5k51/Wv3/kCFaXwvZORgKWv2/ZFz9RWL+9aXV/3dA27EB6sTnbw5qurRPLTqdLuRXPPxhNps1mbBAdMZmsViC/jN9kZF/Wv3/ZFyXaCH/tPr/IUM0vhZayMFQ0Or/JePyFqn515dW/98BbccGhD4+f3JQ6oK8RERERERE4YgTKSIiIiIiogBxIqUBsbGxWL9+vSZbtjO2yKLV14xxaUu0/t6+8LWIHFr9v2Rc0UnLr6+WYwO0FR+bTRAREREREQWId6SIiIiIiIgCxIkUERERERFRgDiRIiIiIiIiChAnUkRERERERAHiRCrEXn75ZaSnp7sXDcvKysJ777034PGbN2+GoiheX3FxcarE+txzz0FRFDz66KOXPW779u1ITU1FXFwc0tLS8O6772oiNpmvnRaEQ65pNceYXz0CzaFo4m/ukhzhMP4BHAOjRbjkI6DdnAwkPpmv3zWqPEsUGz16NJ577jlMmjQJQgi8/vrruOuuu1BZWYkbb7zR5/eYzWYcP37c/VhRlJDHeeDAAbzyyitIT0+/7HHl5eX4wQ9+gA0bNuCOO+7Ali1bcPfdd6OiogJTp06VGhsg57XTCq3nmlZzjPl1yWByKBoEkiMkh9bHP4BjYDQJh3wEtJuTgcYHSMxNQaobPny4eO2113zuKyoqEhaLRdV42traxKRJk0RJSYmYO3eu+OlPfzrgsffee6/Iz8/32nbzzTeLBx98UHpsMl47rdNKrmk1x5hfV3a5HIoGgeQIaYtWxj8hOAaStvJRCO3m5GDik5mbLO1TUXd3N7Zt2waHw4GsrKwBj7Pb7Rg3bhzGjBmDu+66C0ePHg1pXIWFhcjPz8dtt912xWP379/f77i8vDzs379femyA+q+dVmkt17SaY8yvgfmbQ5Eu0Bwh+bQ2/gEcA6OZFvMR0G5OuoRLbrK0TwVHjhxBVlYWvv32WxiNRuzYsQNTpkzxeez111+PTZs2IT09HS0tLXj++eeRnZ2No0ePYvTo0UGPbdu2baioqMCBAwf8Or6hoQFJSUle25KSktDQ0CA9NrVfOy3SYq5pNceYX74FkkORLtAcIbm0OP4BHAOjlVbzEdBuTrqEVW5KuQ8WZTo7O8WJEyfEp59+KtasWSMSEhLE0aNH/freCxcuiAkTJoh169YFPa5Tp04Jq9UqDh065N52pdunQ4YMEVu2bPHa9tvf/lZYrVbpsfUVytdOq7SWa1rNMebXwK4mhyJJMHKE1KW18U8IjoHRTIv5KIR2c/Jq4utLzdzkREqC+fPnix//+Md+H//P//zP4vvf/37Q49ixY4cAIGJiYtxfAISiKCImJkZ0dXX1+54xY8aIjRs3em178sknRXp6uvTYfAnVaxcuZOeaVnOM+eW/QHMoUgQrR0ge2eOfEBwD6RIt5KMQ2s3Jq4nPF7Vyk5+RksDpdKKzs9OvY7u7u3HkyBGMHDky6HHMnz8fR44cQVVVlftrxowZWLJkCaqqqhATE9Pve7KysrB7926vbSUlJUH/DMVgYusrlK9duJCda1rNMeaX/wLJoUgSjBwhuWSPfwDHQLpEC/kIaDcnrya+vlTNzZBP1aLcmjVrxJ49e8TJkyfF4cOHxZo1a4SiKGLXrl1CCCGWLVsm1qxZ4z7+6aefFh988IH4v//7P3Hw4EHx/e9/X8TFxalWWtP39mnf+Pbt2yeuueYa8fzzz4vPP/9crF+/XgwZMkQcOXJEemyyXzvZwiXXtJpjzK8r51C0Y2mfdoXL+CcEx8BoEE75KIR2c9Lf+GS+fmw2EWI2mw333Xcfvv76a1gsFqSnp+ODDz7AggULAACnTp2CTnfpxmBTUxN+9KMfoaGhAcOHD8f06dNRXl4u7cPefePLzs7Gli1bsG7dOvziF7/ApEmT8N///d8hXUfA39i09tqpLVxzTas5ptXXK5SulENEWhWu45+v2DgGhr9wzkdf8WklJweKT+brpwghRMifhYiIiIiIKILwM1JEREREREQB4kSKiIiIiIgoQJxIERERERERBYgTKSIiIiIiogBxIkVERERERBQgTqSIiIiIiIgCxIkUERERERFRgDiRIiIiIiIiChAnUlHkm2++gdVqRW1tLQDg448/hqIoaG5ulhrXzJkz8de//lVqDBR6zD+SiflHsjEHSSbmX2hwIqUx3/3ud7Fw4UKf+0pLS6EoCg4fPjyon/3ss8/irrvuwvjx468iQv89/fTTWLp06RWPW7duHdasWQOn06lCVHQ5zD+SiflHsjEHSSbmXxgSpCk7duwQOp1O1NfX99v3wAMPiBkzZgzq5zocDmE2m8X+/fvd2z766CMBQDQ1NQ023MuaNm2aeOutt654XFdXl0hKShLFxcUhiYP8x/wjmZh/JBtzkGRi/oUf3pHSmDvuuAOJiYnYvHmz13a73Y7t27dj+fLlAICmpiYsWbIEiYmJiI+Px6RJk1BUVDTgz3333XcRGxuLmTNnDnhMe3s7Fi1ahJycHDQ3N6O2thaKouDPf/4zZs+ejfj4eHznO99BdXU1Dhw4gBkzZsBoNGLRokVobGz0+ln19fU4evQoFi5cCCEEnnrqKYwdOxaxsbG47rrr8Mgjj7iPjYmJwe23345t27YN4hWjYGL+kUzMP5KNOUgyMf/CkNRpHPm0evVqMWHCBOF0Ot3bNm3aJOLj40Vzc7MQQojCwkKRkZEhDhw4IE6ePClKSkrE//zP/wz4Mx955BGxcOFCr22eVyOamppEdna2yM3NFQ6HQwghxMmTJwUAkZqaKt5//31x7NgxMXPmTDF9+nRxyy23iLKyMlFRUSEmTpwofvKTn3j97BdffFHk5uYKIYTYvn27MJvN4t133xV1dXXi73//u/j973/vdfzLL78sxo0bN+jXjIKH+UcyMf9INuYgycT8Cy+cSGnQ559/LgCIjz76yL1t9uzZYunSpe7H3/3ud8UDDzzg98+86667xL/92795bXP9EX3++eciPT1dLF68WHR2drr3u/6IXnvtNfe2rVu3CgBi9+7d7m0bNmwQ119/vdfPXrBggXjxxReFEEK88MILYvLkyeLChQsDxve3v/1N6HQ60d3d7ffvRKHB/COZmH8kG3OQZGL+hReW9mlQamoqsrOzsWnTJgDAl19+idLSUvctXQBYsWIFtm3bhoyMDDz++OMoLy+/7M/s6OhAXFycz30LFizAxIkT8dZbb2Ho0KH99qenp7v/nZSUBABIS0vz2maz2dyPW1tbsWfPHtx5550AgH/5l39BR0cHUlJS8KMf/Qg7duxAV1eX13PEx8fD6XSis7Pzsr8HhR7zj2Ri/pFszEGSifkXXjiR0qjly5fjr3/9K9ra2lBUVIQJEyZg7ty57v2LFi1CXV0dHnvsMZw5cwbz58/Hz3/+8wF/XkJCApqamnzuy8/Px969e3Hs2DGf+4cMGeL+t6IoPrd5dlt57733MGXKFIwZMwYAMGbMGBw/fhwvvfQS4uPj8dBDD2HOnDm4ePGi+3vOnz8Pg8GA+Pj4y70spBLmH8nE/CPZmIMkE/MvjMi+JUa+tbW1CaPRKH73u9+J0aNHi2efffayx//ud78TJpNpwP3/8R//IW666SavbZ71sT/72c9EYmKiOHr0qHu/67ZuZWWlz+9xKSoqEhaLxf34Bz/4gVi/fv2AsXzxxRcCgDh48KB727p168SsWbMu+zuSeph/JBPzj2RjDpJMzL/wcY260zbyl9FoxL/+679i7dq1aG1tRUFBgdf+J598EtOnT8eNN96Izs5OFBcX44Ybbhjw5+Xl5WHt2rVoamrC8OHD++1//vnn0d3djXnz5uHjjz9GamrqoOLu6urCe++953VlZPPmzeju7sbNN98MvV6PN954A/Hx8Rg3bpz7mNLSUuTm5g7qOSn4mH8kE/OPZGMOkkzMv/DB0j4NW758OZqampCXl4frrrvOa9/QoUOxdu1apKenY86cOYiJibls68i0tDRkZmbiz3/+84DHbNy4Effeey/mzZuH6urqQcW8Z88eGI1GZGZmurcNGzYMr776KnJycpCeno4PP/wQ77zzDkaMGAEAOH36NMrLy/HAAw8M6jkpNJh/JBPzj2RjDpJMzL/woAghhOwgSB07d+7E6tWr8dlnn0GnC80c+pFHHkFXVxdeeuklv7/niSeeQFNTE37/+9+HJCbSBuYfycT8I9mYgyQT8y80WNoXRfLz83HixAmcPn3a/SHAYJs6dSqysrIC+h6r1YpVq1aFJB7SDuYfycT8I9mYgyQT8y80eEeKiIiIiIgoQPyMFBERERERUYA4kSIiIiIiIgoQJ1JEREREREQB4kSKiIiIiIgoQJxIERERERERBYgTKSIiIiIiogBxIkVERERERBQgTqSIiIiIiIgCxIkUERERERFRgP4fT34Y3kiG4CYAAAAASUVORK5CYII=", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs[sta_idx,:],depth,c='k')\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "d3c66c89009f4002b6f1fb1c54f7c507", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/12782 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 3: Dispersion Curve Forward Modeling" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "7593e81a160f4b10bd748c3b83a0da95", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/12782 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vel_models.shape[0])\n", - "\n", - " # velocity profile\n", - " axs[i,j*2].step(vel_models[sta_idx][:,2],vel_models[sta_idx][:,0],c='k')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,1],s=2,c='r')\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,2],s=2,c='b')\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "metadata": {}, - "outputs": [], - "source": [ - "phase_mask = np.sum(disp_data[:,:,1] == 0,axis=1)==0\n", - "group_mask = np.sum(disp_data[:,:,2] == 0,axis=1)==0\n", - "mask = phase_mask*group_mask\n", - "\n", - "loc = np.hstack((LON.reshape(-1,1),LAT.reshape(-1,1)))[mask,:]\n", - "vel_models = vel_models[mask,:,:]\n", - "disp_data = disp_data[mask,:,:]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "save_base_path = \"../../../Datasets/OpenSWI-deep/1s-100s-Base\"\n", - "# Save processed data as compressed npz files\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_Eastmed_loc.npz\"),\n", - " data=loc.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_Eastmed_model.npz\"),\n", - " data=vel_models.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_Eastmed_disp.npz\"),\n", - " data=disp_data.astype(np.float32))" - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(array([78., 29., 30., 22., 25., 28., 25., 18., 20., 25.]),\n", - " array([ 1. , 10.9, 20.8, 30.7, 40.6, 50.5, 60.4, 70.3, 80.2,\n", - " 90.1, 100. ]),\n", - " )" - ] - }, - "execution_count": 29, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.hist(disp_data[0,:,0])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-deep/1s-100s-Base/02_CSEM_Europe.ipynb b/Datasets-Construction/OpenSWI-deep/1s-100s-Base/02_CSEM_Europe.ipynb deleted file mode 100644 index 813db8464ccd68f2049e1d353a4f2be651ec8dab..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-deep/1s-100s-Base/02_CSEM_Europe.ipynb +++ /dev/null @@ -1,648 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## \tEuropean part of the Collaborative Seismic Earth Model(version 2019.12.01)\n", - "Details of the dataset:\n", - "- Name: \tCSEM_Europe\n", - "- Title: \tEuropean part of the Collaborative Seismic Earth Model(version 2019.12.01)\n", - "- Type:\t3-D Tomography Earth Model\n", - "- Sub Type: \tSH velocity, SV velocity\n", - "- Year\t2019\n", - "\n", - "Author(s):\t\n", - "- Andreas Fichtner\n", - " - ETH Zurich\n", - " - Zurich, Switzerland\n", - "- Florian Rickers\n", - " - Utrecht University\n", - " - Utrecht, The Netherlands\n", - "- Yesim Cubuk-Sabuncu\n", - " - Icelandic Meteorological Service\n", - " - Reykjavik, Iceland\n", - "- Nienke Blom\n", - " - University of Cambridge\n", - " - Cambridge, UK\n", - "- Alexey Gokhberg\n", - " - ETH Zurich\n", - " - Department of Earth Sciences\n", - " - Zurich, Switzerland\n", - "\n", - "Reference(s):\t\n", - "- Blom, N. and Gokhberg, A. and Fichtner, A., 202. Seismic waveform tomography of the central and eastern Mediterranean upper mantle. Andreas.Solid Earth; Gottingen Vol. 11, Iss. 2, (2020): 669-690. doi:10.5194/se-11-669-2020\n", - "- Cubuk-Sabuncu, Y., Taymaz, T., Fichtner, A., 2017. 3-D crustal velocity structure of western Turkey: constraints from full-waveform tomography, Physics of the Earth and Planetary Interiors 270, 90-112.\n", - "- Fichtner, A., Trampert, J., Cupillard, P., Saygin, E., Taymaz, T., Capdeville, Y., Villasenor, A., 2013. Multi-scale full waveform inversion. Geophysical Journal International 194, 534-556.\n", - "- Fichtner, A., Bunge, H.-P., Igel, H., 2006. The adjoint method in seismology - I. Theory. Physics of the Earth and Planetary Interiors 157, 86-104.\n", - "- Fichtner, A., Trampert, J., Cupillard, P., Saygin, E., Taymaz, T., Capdeville, Y., Villasenor, A., 2013. Multi-scale full waveform inversion. Geophysical Journal International 194, 534-556.\n", - "- Fichtner, A., van Herwaarden, D.-P., Afanasiev, M., Simute, S., Krischer, L., Cubuk-Sabuncu, Y., Taymaz, T., Colli, L., Saygin, E., Villasenor, A., Trampert, J., Cupillard, P., Bunge, H.-P., Igel, H., 2018. The Collaborative Seismic Earth Model: Generation I. Geophysical Research Letters 45, doi:10.1029/2018GL077338.\n", - "\n", - "DOI:\tdoi:10.17611/DP/18027090\n", - "\n", - "Depth Coverage:\t0.0 - 600.0 km\n", - "\n", - "Areal Coverage:\tLatitude: 30.0 to 75.2 Longitude: -35.0 to 85.0\n", - "\n", - "Model Description:\n", - "- CSEM_Europe (V. 2019.12.01) is the European part of the Collaborative Seismic Earth Model (CSEM, Fichtner et al., 2018). It has been constructed using multi-scale full seismic waveform inversion, combining spectral-element waveform modelling and adjoint techniques, as described in Fichtner et al. (2006,2009). This submodel has been extracted from the variable-parameterisation CSEM onto a regular grid, readable by EMC tools. While having regional contributions from various sub-inversions, the structure in this model is dominated by the full-waveforms inversion described in Fichtner et al. (2013), Rickers et al. (2013), Cubuk-Sabuncu et al. (2017), and Blom et al. (2020).\n", - "\n", - "Data Set Description\n", - "- Since the datasets included in the CSEM are too heterogeneous for a brief description, please see Fichtner et al. (2018) for details.\n", - "\n", - "Web Page\n", - "- [cos.ethz.ch/research/CSEM.html](https://ds.iris.edu/spud/earthmodel/18027090)\n", - "\n", - "EMC Page\n", - "- [ds.iris.edu/ds/products/emc-csem_europe/](https://ds.iris.edu/spud/earthmodel/18027090)\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step0: Downloading & Loading the Source Datasets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "KeysView(\n", - "Dimensions: (latitude: 91, longitude: 241, depth: 61)\n", - "Coordinates:\n", - " * latitude (latitude) float32 30.0 30.5 31.0 31.5 ... 73.5 74.0 74.5 75.0\n", - " * longitude (longitude) float32 -35.0 -34.5 -34.0 -33.5 ... 84.0 84.5 85.0\n", - " * depth (depth) float32 0.0 10.0 20.0 30.0 ... 570.0 580.0 590.0 600.0\n", - "Data variables:\n", - " vsv (depth, latitude, longitude) float32 ...\n", - " vsh (depth, latitude, longitude) float32 ...\n", - "Attributes: (12/31)\n", - " title: Collaborative Seismic Earth Model (CSEM) -...\n", - " id: csem_europe\n", - " summary: CSEM extraction of Europe\n", - " keywords: Collaborative Seismic Earth Model, multi-s...\n", - " Conventions: CF-1.0\n", - " Metadata_Conventions: Unidata Dataset Discovery v1.0\n", - " ... ...\n", - " author_email: andreas.fichtner@erdw.ethz.ch\n", - " author_institution: ETH Zurich, Zurich, Switzerland\n", - " author_url: https://cos.ethz.ch/research/CSEM.html\n", - " repository_name: EMC\n", - " repository_institution: IRIS DMC\n", - " repository_pid: doi:10.17611/dp/emccsemeurope20191201)\n" - ] - } - ], - "source": [ - "import xarray as xr\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "data_path = \"../../../Datasets/Original/OpenSWI-deep/csem-europe-2019.12.01.nc\"\n", - "\n", - "# load the .nc file\n", - "data = xr.open_dataset(data_path)\n", - "\n", - "# print the keys of the dataset\n", - "print(data.keys())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 1: Velocity Profile Extracting\n", - "1. Extracting\n", - "2. De-duplicating" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(91,) (241,) (61,) (61, 91, 241) (61, 91, 241)\n" - ] - } - ], - "source": [ - "latitude = np.array(data['latitude'].values)\n", - "longitude = np.array(data['longitude'].values)\n", - "depth = np.array(data['depth'].values)\n", - "vsv = np.array(data['vsv'].values)\n", - "vsh = np.array(data['vsh'].values)\n", - "\n", - "LON,LAT = np.meshgrid(longitude,latitude)\n", - "\n", - "\n", - "# print the shape of the dataset\n", - "print(latitude.shape,longitude.shape,depth.shape,vsv.shape,vsh.shape)\n" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# average the vsv and vsh\n", - "vs = np.sqrt(vsv*vsh)\n", - "\n", - "# plot the vs\n", - "fig,axs = plt.subplots(1,3,figsize=(12,4))\n", - "axs[0].pcolormesh(LON,LAT,vsv[4,:,:],cmap='turbo')\n", - "axs[0].set_title('vs')\n", - "axs[0].set_xlabel('longitude')\n", - "axs[0].set_ylabel('latitude')\n", - "axs[1].pcolormesh(LON,LAT,vsh[4,:,:],cmap='turbo')\n", - "axs[1].set_title('vsh')\n", - "axs[1].set_xlabel('longitude')\n", - "axs[1].set_ylabel('latitude')\n", - "axs[2].pcolormesh(LON,LAT,vs[4,:,:],cmap='turbo')\n", - "axs[2].set_title('vs')\n", - "axs[2].set_xlabel('longitude')\n", - "axs[2].set_ylabel('latitude')\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# single station comparsion\n", - "fig,axs = plt.subplots(1,3,figsize=(12,4))\n", - "axs[0].step(vsv[:,0,0],depth)\n", - "axs[0].set_title('vsv')\n", - "axs[0].set_xlabel('vsv')\n", - "axs[0].invert_yaxis()\n", - "axs[1].step(vsh[:,0,0],depth)\n", - "axs[1].set_title('vsh')\n", - "axs[1].set_xlabel('vsh')\n", - "axs[1].invert_yaxis()\n", - "axs[2].step(vs[:,0,0],depth)\n", - "axs[2].set_title('vs')\n", - "axs[2].set_xlabel('vs')\n", - "axs[2].invert_yaxis()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 2: Quality Control & Interpolation\n", - "\n", - "1. interpolation\n", - "\n", - "2. rationalizing (remove the thin layers)\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import sys\n", - "sys.path.append('../../../')\n", - "from SWIDP.process_1d_deep import *\n", - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(21931, 61)" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs = vs.reshape(vs.shape[0],-1).T\n", - "vs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(21931, 301)" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# -------------------------------------------------------\n", - "# interpolation\n", - "# -------------------------------------------------------\n", - "from scipy.interpolate import interp1d\n", - "max_depth = 300+0.1\n", - "depth_interp = np.concatenate([\n", - " np.arange(0, max_depth, 1)\n", - "])\n", - "vs_models = vs_interp = np.zeros((vs.shape[0],depth_interp.shape[0]))\n", - "for i in range(vs.shape[0]):\n", - " vs_temp = vs[i,:]\n", - " depth_interp_temp = depth_interp[:np.argmin(np.abs(depth_interp-depth.max()))]\n", - " f = interp1d(depth.reshape(-1),vs_temp,kind='nearest')\n", - " vs_temp = f(depth_interp_temp)\n", - " vs_interp[i,:len(vs_temp)] = vs_temp\n", - "vs_interp[:,len(vs_temp):] = vs_interp[:,len(vs_temp)-1].reshape(-1,1)\n", - "vs_interp.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs[sta_idx,:],depth,c='k')\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "07fb705ed28d4e81b4043d1b5ea3dbdb", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/21931 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 3: Dispersion Curve Forward Modeling" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "608f8075c6cb46c8a7f9bcb2fe06a2ba", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/21931 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vel_models.shape[0])\n", - "\n", - " # velocity profile\n", - " axs[i,j*2].step(vel_models[sta_idx][:,2],vel_models[sta_idx][:,0],c='k')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,1],s=2,c='r')\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,2],s=2,c='b')\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [], - "source": [ - "phase_mask = np.sum(disp_data[:,:,1] == 0,axis=1)==0\n", - "group_mask = np.sum(disp_data[:,:,2] == 0,axis=1)==0\n", - "mask = phase_mask*group_mask\n", - "\n", - "loc = np.hstack((LON.reshape(-1,1),LAT.reshape(-1,1)))[mask,:]\n", - "vel_models = vel_models[mask,:,:]\n", - "disp_data = disp_data[mask,:,:]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "save_base_path = \"../../../Datasets/OpenSWI-deep/1s-100s-Base\"\n", - "# Save processed data as compressed npz files\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_Europe_loc.npz\"),\n", - " data=loc.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_Europe_model.npz\"),\n", - " data=vel_models.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_Europe_disp.npz\"),\n", - " data=disp_data.astype(np.float32))" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(array([68., 30., 29., 28., 30., 22., 25., 25., 16., 27.]),\n", - " array([ 1. , 10.9, 20.8, 30.7, 40.6, 50.5, 60.4, 70.3, 80.2,\n", - " 90.1, 100. ]),\n", - " )" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.hist(disp_data[0,:,0])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-deep/1s-100s-Base/03_US-upper-mantle.ipynb b/Datasets-Construction/OpenSWI-deep/1s-100s-Base/03_US-upper-mantle.ipynb deleted file mode 100644 index 45504eac1eb353c2637304a597db7c448da737fa..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-deep/1s-100s-Base/03_US-upper-mantle.ipynb +++ /dev/null @@ -1,609 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## US-Upper-Mantle-Vs.Xie.Chu.Yang.2018\n", - "Details of the dataset:\n", - "- Name: US-Upper-Mantle-Vs.Xie.Chu.Yang.2018\n", - "- Title: 3-D Upper-Mantle Shear Velocity Model Beneath the Contiguous United States Based on Broadband Surface Wave from Ambient Seismic Noise\n", - "- Type:\t3-D tomography Earth Model\n", - "- Sub Type: Shear-wave velocity (km/s)\n", - "- Year\t2018\n", - "\n", - "Author(s): \n", - "- Jun Xie, Risheng Chu, Yingjie Yang\n", - "\n", - "Reference(s):\t\n", - " - Jun Xie, Risheng Chu, Yingjie Yang, (2018) 3-D Upper-Mantle Shear Velocity Model Beneath the Contiguous United States Based on Broadband Surface Wave from Ambient Seismic Noise,Pure Appl. Geophys. https://doi.org/10.1007/s00024-018-1881-2\n", - "\n", - "DOI:\tdoi:10.17611/DP/18299329\n", - "\n", - "Depth Coverage:\t60.0 - 300.0 km\n", - "\n", - "Areal Coverage:\tLatitude: 28.0 to 49.0 Longitude: -125.0 to -65.0\n", - "\n", - "Model Description:\n", - " - The model is upper mantle Vs model of Contiguous US based on broadband surface waves (10-150s) from ambient seismic noise\n", - "\n", - "Data Set Description:\n", - " - [Xie et al., (2018)](https://doi.org/10.1007/s00024-018-1881-2): The dataset includes shear velocities calculated from the inversion of Rayleigh wave phase velocities determined from ambient noise. Data were primarily collected by the EarthScope USArray.\n", - "\n", - "EMC Page\t\n", - " - http://ds.iris.edu/ds/products/emc-us-upper-mantle-vsxiechuyang2018/" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step0: Downloading & Loading the Source Datasets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "KeysView(\n", - "Dimensions: (latitude: 45, longitude: 121, depth: 600)\n", - "Coordinates:\n", - " * latitude (latitude) float32 27.5 28.0 28.5 29.0 ... 48.0 48.5 49.0 49.5\n", - " * longitude (longitude) float32 -125.5 -125.0 -124.5 ... -66.5 -66.0 -65.5\n", - " * depth (depth) float32 0.0 0.5 1.0 1.5 2.0 ... 298.0 298.5 299.0 299.5\n", - "Data variables:\n", - " vs (depth, latitude, longitude) float32 ...\n", - "Attributes: (12/32)\n", - " title: 3D Upper mantle Shear Velocity Model Benea...\n", - " id: US-Upper-Mantle-Vs.Xie.Chu.Yang.2018\n", - " summary: This is a upper mantle Vs model of Contigi...\n", - " keywords: surface wave, tomography, shear wave, ambi...\n", - " Conventions: CF-1.0\n", - " Metadata_Conventions: Unidata Dataset Discovery v1.0\n", - " ... ...\n", - " author_email: xiejun@apm.ac.cn\n", - " author_institution: State Key Laboratory of Geodesy and Earth'...\n", - " author_url: \n", - " repository_name: EMC\n", - " repository_institution: IRIS DMC\n", - " repository_pid: doi:10.17611/dp/emc.2020.usumantlvs.1)\n" - ] - } - ], - "source": [ - "import xarray as xr\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "data_path = \"../../../Datasets/Original/OpenSWI-deep/US-Upper-Mantle-Vs.Xie.Chu.Yang.2018.nc\"\n", - "\n", - "# load the .nc file\n", - "data = xr.open_dataset(data_path)\n", - "\n", - "# print the keys of the dataset\n", - "print(data.keys())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 1: Velocity Profile Extracting\n", - "1. Extracting\n", - "2. De-duplicating" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((45,), (121,), (600,), (600, 45, 121))" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "latitude = np.array(data['latitude'].values)\n", - "longitude = np.array(data['longitude'].values)\n", - "depth = np.array(data['depth'].values)\n", - "vs = np.array(data['vs'].values)\n", - "LON,LAT = np.meshgrid(longitude,latitude)\n", - "\n", - "latitude.shape,longitude.shape,depth.shape,vs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "LON,LAT = np.meshgrid(longitude,latitude)\n", - "\n", - "depth_idxs = [50,100,200,300]\n", - "\n", - "fig,axes = plt.subplots(2,2)\n", - "for i in range(2):\n", - " for j in range(2):\n", - " axes[i][j].pcolormesh(LON,LAT,vs[depth_idxs[i*2+j]],cmap='turbo')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 2: Quality Control & Interpolation\n", - "\n", - "1. interpolation\n", - "\n", - "2. rationalizing (remove the thin layers)\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import sys\n", - "sys.path.append('../../../')\n", - "from SWIDP.process_1d_deep import *\n", - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(600, 3678)" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# ------------------------------------------\n", - "# Exclude the invalid values\n", - "# ------------------------------------------\n", - "vs_valid_1d = vs.reshape(vs.shape[0],-1)\n", - "vs_valid_mask = np.sum(~np.isnan(vs_valid_1d),axis=0)>0\n", - "vs_valid_1d = vs_valid_1d[:,vs_valid_mask]\n", - "\n", - "vs_valid_1d.shape\n" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(3678, 600)" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs = vs_valid_1d.T\n", - "vs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(3678, 301)" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# -------------------------------------------------------\n", - "# interpolation\n", - "# -------------------------------------------------------\n", - "from scipy.interpolate import interp1d\n", - "max_depth = 300+0.1\n", - "depth_interp = np.concatenate([\n", - " np.arange(0, max_depth, 1)\n", - "])\n", - "vs_models = vs_interp = np.zeros((vs.shape[0],depth_interp.shape[0]))\n", - "for i in range(vs.shape[0]):\n", - " vs_temp = vs[i,:]\n", - " depth_interp_temp = depth_interp[:np.argmin(np.abs(depth_interp-depth.max()))]\n", - " f = interp1d(depth.reshape(-1),vs_temp,kind='nearest')\n", - " vs_temp = f(depth_interp_temp)\n", - " vs_interp[i,:len(vs_temp)] = vs_temp\n", - "vs_interp[:,len(vs_temp):] = vs_interp[:,len(vs_temp)-1].reshape(-1,1)\n", - "vs_interp.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs[sta_idx,:],depth,c='k')\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "6a8bdbabe9a14fae8538c230884ea970", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/3678 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 3: Dispersion Curve Forward Modeling" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "bc91a76763c24a66bfea71b1d536141e", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/3678 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vel_models.shape[0])\n", - "\n", - " # velocity profile\n", - " axs[i,j*2].step(vel_models[sta_idx][:,2],vel_models[sta_idx][:,0],c='k')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,1],s=2,c='r')\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,2],s=2,c='b')\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [], - "source": [ - "phase_mask = np.sum(disp_data[:,:,1] == 0,axis=1)==0\n", - "group_mask = np.sum(disp_data[:,:,2] == 0,axis=1)==0\n", - "mask = phase_mask*group_mask\n", - "\n", - "lon_solid = LON.reshape(-1,1)[vs_valid_mask,:]\n", - "lat_solid = LAT.reshape(-1,1)[vs_valid_mask,:]\n", - "loc = np.hstack((lon_solid,lat_solid))[mask,:]\n", - "vel_models = vel_models[mask,:,:]\n", - "disp_data = disp_data[mask,:,:]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "save_base_path = \"../../../Datasets/OpenSWI-deep/1s-100s-Base\"\n", - "# Save processed data as compressed npz files\n", - "np.savez_compressed(os.path.join(save_base_path, \"US-upper-mantle_loc.npz\"),\n", - " data=loc.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"US-upper-mantle_model.npz\"),\n", - " data=vel_models.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"US-upper-mantle_disp.npz\"),\n", - " data=disp_data.astype(np.float32))" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(array([70., 31., 29., 27., 22., 24., 25., 26., 21., 25.]),\n", - " array([ 1. , 10.9, 20.8, 30.7, 40.6, 50.5, 60.4, 70.3, 80.2,\n", - " 90.1, 100. ]),\n", - " )" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.hist(disp_data[0,:,0])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-deep/1s-100s-Base/04_Alaska.ipynb b/Datasets-Construction/OpenSWI-deep/1s-100s-Base/04_Alaska.ipynb deleted file mode 100644 index 6fbad9260a29b8ef3edb62534edb8c9a3089f77b..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-deep/1s-100s-Base/04_Alaska.ipynb +++ /dev/null @@ -1,659 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Alaska.JointInversion_RF+Vph+HV-1.Berg.2020\n", - "Details of the dataset:\n", - "- Name: Alaska.JointInversion_RF+Vph+HV-1.Berg.2020\n", - "- Title: Shear Velocity Model of Alaska via Joint Inversion of Rayleigh Wave Ellipticity, Phase Velocities, and Receiver Functions across the Northern USArray\n", - "- Type:\t3-D Tomography Earth Model\n", - "- Sub Type: Shear-wave velocity (km/s)\n", - "- Year\t2020\n", - "\n", - "Author(s):\t\n", - "- lizabeth M. Berg \n", - " - Department of Geology & Geophysics University of Utah 115 South 1460 East, Salt Lake City, UT 84112, USA\n", - "- Fan-Chi Lin \n", - " - Department of Geology & Geophysics University of Utah 115 South 1460 East, Salt Lake City, UT 84112, USA\n", - "- Amir Allam \n", - " - Department of Geology & Geophysics University of Utah 115 South 1460 East, Salt Lake City, UT 84113, USA\n", - "- Vera Schulte-Pelkum \n", - " - Cooperative Institute for Research in Environmental Sciences and Department of Geological Sciences University of Colorado Boulder 216 UCB, Boulder, CO, USA\n", - "- Kevin M. Ward \n", - " - Department of Geology and Geological Engineering South Dakota School of Mines and Technology 501 E. St. Joseph St., Rapid City, SD, USA\n", - "- Weisen Shen \n", - " - Department of Geosciences Stony Brook University 255 Earth and Space Sciences Building (ESS) Stony Brook, NY, USA\n", - "\n", - "Reference(s):\t\n", - "- Berg, E. M., Lin, F.‐C., Allam, A., Schulte‐Pelkum, V., Ward, K. M., & Shen, W. ( 2020). Shear velocity model of Alaska via joint inversion of Rayleigh wave ellipticity, phase velocities, and receiver functions across the Alaska transportable Array. Journal of Geophysical Research: Solid Earth, 125, e2019JB018582. https://0120100299/https://doi.org/10.1029/2019JB018582\n", - " \n", - "DOI:\tdoi:10.17611/DP/18277053\n", - "\n", - "Depth Coverage:\t0.0 - 144.0 km\n", - "\n", - "Areal Coverage:\tLatitude: 50.0 to 75.0 Longitude: -180.0 to -120.0\n", - "\n", - "Model Description: \n", - "- Alaska.JointInversion_RF+Vph+HV-1.Berg.2020 includes S-wave velocity structure across Alaska from joint inversion of ambient noise and earthquake tomography (phase velocity) and Rayleigh wave ellipticity; also includes data from receiver functions. Relations of Vp and density to Vs used to constrain Vp and Vs in Markov Chain Monte Carlo joint inversion. Final result from follow-up deterministic inversion.\n", - "\n", - "Data Set Description: \n", - "- [Berg et al., (2020)](https://doi.org/10.1029/2019JB018582): Dataset includes S-wave velocity structure across Alaska from joint inversion of ambient noise and earthquake tomography (phase velocity) and Rayleigh wave ellipticity; also includes data from receiver functions. Relations of Vp and density to Vs used to constrain Vp and density in Markov Chain Monte Carlo joint inversion. Final result from follow-up deterministic inversion.\n", - "\n", - "EMC Page:\n", - "- [ds.iris.edu/ds/products/emc-alaskajointinversion_rfvphhv-1berg2020/](https://ds.iris.edu/ds/products/emc-alaskajointinversion_rfvphhv-1berg2020/)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step0: Downloading & Loading the Source Datasets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "KeysView(\n", - "Dimensions: (latitude: 251, longitude: 301, depth: 156)\n", - "Coordinates:\n", - " * latitude (latitude) float32 50.0 50.1 50.2 50.3 ... 74.7 74.8 74.9 75.0\n", - " * longitude (longitude) float32 -180.0 -179.8 -179.6 ... -120.4 -120.2 -120.0\n", - " * depth (depth) float32 0.0 0.25 0.5 0.75 1.0 ... 141.0 142.0 143.0 144.0\n", - "Data variables:\n", - " vpfinal (depth, latitude, longitude) float32 ...\n", - " vsfinal (depth, latitude, longitude) float32 ...\n", - " rhofinal (depth, latitude, longitude) float32 ...\n", - " vpMC (depth, latitude, longitude) float32 ...\n", - " vsMC (depth, latitude, longitude) float32 ...\n", - " rhoMC (depth, latitude, longitude) float32 ...\n", - " vsUncMC (depth, latitude, longitude) float32 ...\n", - " elevation (depth, latitude, longitude) float32 ...\n", - "Attributes: (12/30)\n", - " title: Shear Velocity Model of Alaska via Joint I...\n", - " id: Alaska.JointInversion_RF+Vph+HV-1.Berg.2020\n", - " summary: This is a shear wave velocity model from i...\n", - " keywords: seismic, tomography, joint inversion, cros...\n", - " Conventions: CF-1.0\n", - " Metadata_Conventions: Unidata Dataset Discovery v1.0\n", - " ... ...\n", - " geospatial_lon_resolution: 0.2\n", - " geospatial_vertical_min: 0.0\n", - " geospatial_vertical_max: 144.0\n", - " geospatial_vertical_units: km\n", - " geospatial_vertical_positive: down\n", - " source: Converted from Alaska.JointInversion_RF+Vp...)\n" - ] - } - ], - "source": [ - "import xarray as xr\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "data_path = \"../../../Datasets/Original/OpenSWI-deep/Alaska.JointInversion-RF+Vph+HV-1.Berg.2020-nc4.nc\"\n", - "\n", - "# load the .nc file\n", - "data = xr.open_dataset(data_path)\n", - "\n", - "# print the keys of the dataset\n", - "print(data.keys())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 1: Velocity Profile Extracting\n", - "1. Extracting\n", - "2. De-duplicating" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((251,), (301,), (156,), (156, 251, 301))" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "latitude = np.array(data['latitude'].values)\n", - "longitude = np.array(data['longitude'].values)\n", - "depth = np.array(data['depth'].values)\n", - "vs = np.array(data['vsfinal'].values)\n", - "LON,LAT = np.meshgrid(longitude,latitude)\n", - "\n", - "latitude.shape,longitude.shape,depth.shape,vs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "depth_idxs = [20,50,60,100]\n", - "\n", - "fig,axes = plt.subplots(2,2)\n", - "for i in range(2):\n", - " for j in range(2):\n", - " axes[i][j].pcolormesh(LON,LAT,vs[depth_idxs[i*2+j]],cmap='turbo')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 2: Quality Control & Interpolation\n", - "\n", - "1. interpolation\n", - "\n", - "2. rationalizing (remove the thin layers)\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import sys\n", - "sys.path.append('../../../')\n", - "from SWIDP.process_1d_deep import *\n", - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(156, 19408)" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# ------------------------------------------\n", - "# Exclude the invalid values\n", - "# ------------------------------------------\n", - "vs_valid_1d = vs.reshape(vs.shape[0],-1)\n", - "vs_valid_mask = np.sum(~np.isnan(vs_valid_1d),axis=0)>0\n", - "vs_valid_1d = vs_valid_1d[:,vs_valid_mask]\n", - "vs_valid_1d.shape\n" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(19408, 1)" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "lon_solid = LON.reshape(-1,1)[vs_valid_mask,:]\n", - "lat_solid = LAT.reshape(-1,1)[vs_valid_mask,:]\n", - "lon_solid.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "vs = vs_valid_1d.T" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(19408, 301)" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# -------------------------------------------------------\n", - "# interpolation\n", - "# -------------------------------------------------------\n", - "from scipy.interpolate import interp1d\n", - "max_depth = 300+0.1\n", - "depth_interp = np.concatenate([\n", - " np.arange(0, max_depth, 1)\n", - "])\n", - "vs_models = vs_interp = np.zeros((vs.shape[0],depth_interp.shape[0]))\n", - "for i in range(vs.shape[0]):\n", - " vs_temp = vs[i,:]\n", - " depth_interp_temp = depth_interp[:np.argmin(np.abs(depth_interp-depth.max()))]\n", - " f = interp1d(depth.reshape(-1),vs_temp,kind='nearest')\n", - " vs_temp = f(depth_interp_temp)\n", - " vs_interp[i,:len(vs_temp)] = vs_temp\n", - "vs_interp[:,len(vs_temp):] = vs_interp[:,len(vs_temp)-1].reshape(-1,1)\n", - "vs_interp.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs[sta_idx,:],depth,c='k')\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "04a83408a2a0455d862501fee2ce94a9", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/19408 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 3: Dispersion Curve Forward Modeling" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "dc39e2a2b034467295b0fd76012fc7a2", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/19408 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vel_models.shape[0])\n", - "\n", - " # velocity profile\n", - " axs[i,j*2].step(vel_models[sta_idx][:,2],vel_models[sta_idx][:,0],c='k')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,1],s=2,c='r')\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,2],s=2,c='b')\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((19408, 2), (19408, 301, 4), (19408, 300, 3))" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "phase_mask = np.sum(disp_data[:,:,1] == 0,axis=1)==0\n", - "group_mask = np.sum(disp_data[:,:,2] == 0,axis=1)==0\n", - "mask = phase_mask*group_mask\n", - "\n", - "lon_solid = LON.reshape(-1,1)[vs_valid_mask,:]\n", - "lat_solid = LAT.reshape(-1,1)[vs_valid_mask,:]\n", - "loc = np.hstack((lon_solid,lat_solid))[mask,:]\n", - "vel_models = vel_models[mask,:,:]\n", - "disp_data = disp_data[mask,:,:]\n", - "loc.shape,vel_models.shape,disp_data.shape" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "save_base_path = \"../../../Datasets/OpenSWI-deep/1s-100s-Base\"\n", - "# Save processed data as compressed npz files\n", - "np.savez_compressed(os.path.join(save_base_path, \"Alaska_loc.npz\"),\n", - " data=loc.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"Alaska_model.npz\"),\n", - " data=vel_models.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"Alaska_disp.npz\"),\n", - " data=disp_data.astype(np.float32))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-deep/1s-100s-Base/05_EUCrust1.0.ipynb b/Datasets-Construction/OpenSWI-deep/1s-100s-Base/05_EUCrust1.0.ipynb deleted file mode 100644 index 5cbd93c6ce97bfd28379b5c94c2e17e4357160db..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-deep/1s-100s-Base/05_EUCrust1.0.ipynb +++ /dev/null @@ -1,610 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## LSP_EUcrust1.0\n", - "Details of the dataset:\n", - "- Name: \tLSP_Eucrust1.0\n", - "- Title: \t3D shear-wave velocity model for the European crust and uppermost mantle from ambient noise tomography\n", - "- Type:\t3-D Tomography Earth Model\n", - "- Sub Type: \tShear-wave velocity (km/s)\n", - "- Year\t2018\n", - "\n", - "Author(s):\t\n", - "- Yang Lu Institut des Sciences de la Terre (ISTerre), CNRS, Univ. Grenoble Alpes, 1381 Rue de la Piscine, Grenoble, FR\n", - "- Laurent Stehly Institut des Sciences de la Terre (ISTerre) , CNRS, Univ. Grenoble Alpes, 1381 Rue de la Piscine, Grenoble, FR\n", - "- Anne Paul Institut des Sciences de la Terre (ISTerre), CNRS, Univ. Grenoble Alpes, 1381 Rue de la Piscine, Grenoble, FR\n", - "- AlpArray Working Group http://www.alparray.ethz.ch\n", - "\n", - "Reference(s):\t\n", - "- Yang Lu, Laurent Stehly, Anne Paul, AlpArray Working Group, High-resolution surface wave tomography of the European crust and uppermost mantle from ambient seismic noise, Geophysical Journal International, Volume 214, Issue 2, August 2018, Pages 1136–1150, https://doi.org/10.1093/gji/ggy188\n", - "\n", - "DOI:\tdoi:10.17611/DP/18250337\n", - "\n", - "Depth Coverage:\t0.5 - 79.5 km\n", - "\n", - "Areal Coverage:\tLatitude: 34.125 to 65.925 Longitude: -9.975 to 29.925\n", - "\n", - "Model Description\n", - "- LSP_Eucrust1.0 is a new high-resolution model for the European crust and uppermost mantle. It contains an isotropic shear-wave velocity model and a probabilistic model (the probability of having an interface at certain depth).\n", - "\n", - "Data Set Description\n", - "- The raw data contains up to 4 yr (July 2012–June 2016) of continuous seismic noise recorded by 1293 broad-band stations across Europe (10°W–35°E, 30°N–70°N; see Section 7 of Lu et al. 2018 for more details). The data were obtained through the EIDA (European Integrated Data Archive) data query interface.\n", - "\n", - "Web Page\n", - "- [Model Homepage](https://sites.google.com/view/seismology-yanglu)\n", - "\n", - "EMC Page\n", - "- [ds.iris.edu/ds/products/emc-lsp_eucrust10/](https://ds.iris.edu/ds/products/emc-lsp_eucrust10/)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step0: Downloading & Loading the Source Datasets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "KeysView(\n", - "Dimensions: (latitude: 213, longitude: 267, depth: 80)\n", - "Coordinates:\n", - " * latitude (latitude) float32 34.12 34.28 34.42 ... 65.78 65.93\n", - " * longitude (longitude) float32 -9.975 -9.825 ... 29.77 29.92\n", - " * depth (depth) float32 0.5 1.5 2.5 3.5 ... 77.5 78.5 79.5\n", - "Data variables:\n", - " vs (depth, latitude, longitude) float32 ...\n", - " probability_interface (depth, latitude, longitude) float32 ...\n", - "Attributes: (12/32)\n", - " title: A 3D shear wave velocity model for the Eur...\n", - " id: LSP_Eucrust1.0\n", - " summary: LSP_Eucrust1.0 is a new high-resolution mo...\n", - " keywords: seismic, ambient noise tomography, shear w...\n", - " acknowledgment: Model was provided by Yang Lu, Laurent Ste...\n", - " Conventions: CF-1.0\n", - " ... ...\n", - " author_institution: ISTerre, CNRS, Université Grenoble Alpes, FR\n", - " author_url: https://sites.google.com/view/seismology-y...\n", - " repository_name: EMC\n", - " repository_institution: IRIS DMC\n", - " repository_pid: doi:10.17611/dp/emc.2020.lspeucrust.1\n", - " history: 2020-06-17 20:21:59 UTC Converted to netCD...)\n" - ] - } - ], - "source": [ - "import xarray as xr\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "data_path = \"../../../Datasets/Original/OpenSWI-deep/LSP-Eucrust1.0.nc\"\n", - "\n", - "# load the .nc file\n", - "data = xr.open_dataset(data_path)\n", - "\n", - "# print the keys of the dataset\n", - "print(data.keys())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 1: Velocity Profile Extracting\n", - "1. Extracting\n", - "2. De-duplicating" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((213,), (267,), (80,), (80, 213, 267))" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "latitude = np.array(data['latitude'].values)\n", - "longitude = np.array(data['longitude'].values)\n", - "depth = np.array(data['depth'].values)\n", - "vs = np.array(data['vs'].values)\n", - "LON,LAT = np.meshgrid(longitude,latitude)\n", - "\n", - "\n", - "latitude.shape,longitude.shape,depth.shape,vs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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lj0cR1UqjMLrfmmJSwlwpkH0U3clbDSYupnA2uyY/rAPsVfEgwJHvi72kjPvNxDsSoCgHRsQ/kVI9hYFvOvjCSPfc+YUPMWjoSktTOdalpSk8YCuM/6t6Qa3lho+GfEDK8yI4YasYdiO1A+OAPwUn2yaCCEiuiNwobnzs6n2Hq1mUJ02LcdU+XAdQbPOiGcMhDBf8bB4lbfRODFFK7F/9MlwA1c449F/42Od7t97yOP35l2jmjvOF5T89D58obvIR+24+2T/Pq92zLIc9mn6BEL6jsDGlZ0/6avONhPXUSLwdQ5pkngbgrMRKmVgUq8yGxmSqTXkz7IrLGBMpzSO7yE4jZ08eBRRcJy1zOaOxHZzE229mf3J2ZBv4kNJceHzHoFwjlPOrayPACkEnPVApvoBqJ48PDW3haAvHqoBVIejDpF5YR20cc+WQzmEl6Jji6Ud9R6zceVBPnSvDOOgs9OZqK/trhlMiDXyX7deD4q0CH/nxuC6rs+0YXrV/0+eu8j+ZthaAEay4ULJt9fb0TrH8wkQoIk/tKAJrJyfs0zs3qjOHGgQgubXuOVXn3JLHHKt97skbnNlDum4+vsBJXF8hmoVnRkRI7egOhEXo0XPEaz8MaOV75YRtxVAgkg9K8EWJE19fpNdvY1euAipO2lRe7KTvx+OpYnOli+w0rproHwWcPK5y3KvASR5XCVynuhbPiqkESnKWLA8pDcJeBHmP24H3HQlQYAQpMA4sX0jpntO5pdXQaFhpmcCJdM4z2AKMhF45nPTHaqO7sBQIm3UjTuOACNqP8bNEZDPSFs57l+RMSLwf/+LjOciYMidTAKLk2AMomLQ56ZmPz0ea5yqAdlV571WvfRzgadMobyJazsLh9Ucbr4vbd18YE/LWyFKMEbC4Cy2235khg1BeDYLCQm0HFrKhFi2VbH06xEkvhAV/gg8lwvj7QuK7BlsFyiJkn7QpQnlFuysaMAVOGt+8T3UI6ydGAkiJXim50DWCjW0VP1fFBjjRHUJ5UHFZeieyAHIyeT9qyuRBgOSiOduDK3euC04etD+jv8nImkRw0tsCF4GK2dxH5yRKBe1QGMyU8Gm7xxnvSIAinQcjI0gZ45+v309hHcr5NMcHD9++KZ9/0n6A+WB9ysb67wP+u3/9Uz/HP+q/kUYqDBIjBLUdKLGBWXJYETRj2QQvwmTmCjYASgwPCjyYcUG0arUIr41gxBFOXURvYaagi7/DFQP9NRiRuPK/ykX2rYhHZYMf5nXXBSfXAUbxtugtop8IlqXAKRWA5HiNFL/1p9Jr1a5Z4AWgYv/al6f78s/8yudvv95kuB/8ms0HlISZb8JZ/M6fowCGn38JZaG2hjkte3JFJTsKGZxCAzDBSqQpkb1fYTtlfLomc2zdYCuEAaFADekCdlbirMJl7+l0iWzrK/1SrpvmsdJgpcWqwOqIiyv/beDDXtGkL8a27r/XiauM2LZ5n1zldfKo4GTbYzk4MabEOYkxhe+fRPCQERZrQWVv9bFbvwuA0+KUQ/4v196fB8U7EqDAJkiJt2PYbFH/do67RUUvOwrr0h9ALwV/z7yEkQWN1JiYE5GAHZDCYITACOeBiryoyxDGT17CCpxiKyAQFtCbK3D/XyC1QFSejRG9QxQWUStYDqPYNcZl/XdgnCQKBaXEVRJTCkwl3lL25GEBSQ4uHmaBdx1QkvfbibFNK5K3F4jHXa4Gn2KLAuXgyCuUwFUye78vYMbkQRFEs0JJnLHXAtJPcphXlum2UN6lWR6WiEWB/Yfvx+xpxKGgGgS1cezbhiN5zqE85b468i+0KqRmoitsOJesZJAmXZhSWoSwPiUQJnsp7AYgiCxGTCkYW9D3FUO7B8fPbHWcfRA4iSkgU/QMZYupl1CtkOWKomgfKI6N8fAg5WrTtO2v32Rntjm2bnufyypntu3vZa+NEZmTdqgxpmQYKg9KzChiRhqc9SkyFI+9EmpbPPTQ/vLLL/P7ft/v46mnnmI2m/HVX/3V/PzP/3x63jnHX/gLf4HnnnuO2WzGt3zLt/DRj370se70g8IzJ5t23dLxjrPv7oWiEz59YwXpD6BwFoWlcAaVsRZWPMTgumXSimDGSjDa/6VUix7/28LrG2wAFa6S2NqDDEoVJsrwVyj/J4Uf/PM/GB8vJFaL1D35cYOTsaHh9V8Tq5+mj13nNddlTKa29ls7RW8DJ42BtYHOeA2QdRfB4ecw3g5jx4NCvAPKj+16wJ732PMec95jzzvceQ/LHrEakK1Bd15EX1iHxKIwaGEeKc0RwYkUlkL21HpNpdfMi3P2yxMOimNulHc5qu5yVN1jv7pPXZ0jq3Ns0WF0n/rqPGwY3WOLDlc2CN2j1ICSfQIn6gHfKU72D/rexumNtEv+t337zeent7dtO71vw99lsa3h4PS1NnjZGKfoTckw1JvgZCghVlpZ9TnPpT8Ug3L//n1eeuklvvmbv5l/+k//KU8//TQf/ehHuXHjRtrmr/yVv8L3f//383f+zt/hve99L3/+z/95vvVbv5Vf+qVfoq7rx/4FHhRXgRL1FgCWf9R/I6/rBaUzFM6wbzpuNpZb54Jb9zRWwmpuOZtb7iwcr9Q1S1nSimJkOrIYtjym8eBDo2mk8ayI9EzRyKQYemlplKUXhk4oGlGgnAsgJdPmBJrfarBaIK3YKgrcBgjEpCom3rQa0CKJNGVM9xRBrz9dhRpHckSIwChSXEp69qSQG7qTxxlvhjH5fMSl3aJzcNJbaIaRlcrLt+OxtS4lQc2PfiC9zp1cv6HadeJtNXY8oIrsrQAp//n193N/7uilH7MKA4eNSFVnVjh6BfdmgkYJrBBI5yitozKOF44l87VkcS6pVqDXDn3cI5YDLHvcee+ByXpgCA3dnHGeQQm3VWeQSiALia4UehApbdy6ktZV42RnFcIF23qjxl43245XBCeqQwlDrdaU0mtatDBUwv8HGJxiaefM1IpjYTgrbmH6EmElysqNhoJXNQsEn2YyusepHlSPkD0q7MPDAK03I369DKBsAxZTzctV72UnoOW6Lrj5Z6f7GXNlTOErskwBQ9ABOYUlpPYmrJNzfvn7vjs/ghIGd372wP14mHgogPKX//Jf5t3vfjc/9EM/lB5773vfm2475/i+7/s+/tyf+3P8tt/22wD44R/+YW7fvs0/+kf/iN/ze37PY9rtq8ODEoeZsAU5s/JWgBOARiruiz0QoDAs5ZqVajgve3rtZ+teOc6rIF4VQSOCZEBiUKgrpEYJnLhAiyKxQoQ//6UKA9I6euXBSqMshbT0SqGwXijrXDoGEXikP+2BQt4xeBswkPZiBUjyVQn3x9dmjEjGjMRKHGGcn1CN8Cv+GAGcIH0X48iewOMD828FONlWzvxmQU0y0+u3m+RFvYnorT+W6+GiKPkB4ZQXRz/uNMbbZey4NN5ib5RWO1ZasNQKEyDjeTmEscqPZb0UnGlNJ/zEUjqDFYbC+utFBzdoOYDs7AhO1gOuM9j1gOsstjM44zYAiiwlQgnk2kAxIGtF3UrqbXpN4cWmebnwZSEyAaUShkJ27OtTKtl5XYtoqScA5dzOOZEHGKc5Kxtcu9jqiXKdcCpUCumeomiRId0EHhBcxUBsS5VMgcCDUid52AmTMX3P+PxVVTdTcJE/v23fLhPAbr6nTHqTbeDkumGc8sLExxgPBVB+9Ed/lG/91m/ld/2u38WP//iP88ILL/DH/tgf4w//4T8MwK/92q/x6quv8i3f8i3pNYeHh3zgAx/gp3/6p7cOMm3b0rZtun96evqo3yVFEVKgMghBY0Q2JQpk34qUz1KWNHhFu0axCn4AppCYQ49CTQAUjVQYIRhEdrIGcBKBSB46pGsUNoGtIgAVrykZQcphI6h6/+XbwtGrgVafY2IKKIhqtRFY6ejLwKJIEQzbVAIkYypnPGDCCgybtvjbbA8gVAYMo1jTPyhwhcTW/lXCOEQv/Yq+lJsTa+HTQ7ZSnuW5hEW5zhj2Vvh7XGa3/6iAZAoCc2AiB5CtIW+8mPajt6PeJJZ1TydVuQV8pN+E9LtQPd6B5u0ydqSYsk7T2485zio41ZpjNWMlKloKKt2nxcgQFjIn+BJfjWVBw5FYId0aSEUq6KVBnfS4O2ufygnMiQ3gxDQeoNjwHaUSiChoVQ3SWKSxHN3apysVX1Su6Ref5VzPOLdz7tYnNMJgVY8NaQAxjOXATvdBp+BTKYXsKVRHrdbM1Ypn9B325Io9uaKmoxadTyGF8W4pa86ZsSdXvD57F8NQIoxCDQVWWs+kXKMfjw3ghGqJLtaUqqFQHfKaDIq6Ir1zWRffywDPBc3HhqHdA3flUmDyoIitCCJDklfkJOdfJ0eTvb722qJtn3OBPZFYC6CSW7CzxcXXvYl4KIDy8Y9/nL/xN/4G3/Ed38Gf/bN/lp/7uZ/jT/7JP0lZlvyBP/AHePXVVwG4ffv2xutu376dnpvGX/pLf4nv/u7vfsTd3x5qLCK5+Dgh/+9AWU+tFoOfqL/43T/70J/1E+ffQC9hqSVnqsRIr2bXWG66M2aupwjpnv9tNb7/3x8+tDWlE19bOT9g5CAlAhM5ASgKl+5H8WvVC8peoAfBfO3TOE3lAliJTItAhZX+oL3/gdHgwoQY9SVGOwYdU0EgrUAPLlXtxMnZclEv4X1V3LiyD6DDhT9fkSNAOpzy2wGIjObKvU8uAyfXiccBTq7rQ/I4Qtqx7NODk8CStPYCOAE2xbAxctYqCCIvTLQx3WOcP9YqgJTHGG+XsQO4HIjkpnZ/49en2+KP/sIjfUzzEy/R7MEn393R7wl64dnXJTUVY4rt/yH+p3T7O91/A0AtOjSGtShoZIcNIk1fueVgbbAnHXY9YMKf7SzOOky3/aR1xmE7g1gPiFJRLB37p4rDheGobjjS59TCA0KlBpxTKVF8Ya0nDSJ4nXiQ0qW0zpE640j4VMBCrNFYNAaFwaBYiAYcHMpTymLFUDQ4ZbDSoHjwBBj9T5y0uCjMlSaYs22Ck8ts3a8CJ3k8DDi5zGnVWrUh2J0Kcx/W/GxqsNaZGmMKrJWj4+/GC4K2JLYCmIQT5uLAFyuwnEQIm76bnfilvNl4KIBireXrv/7r+d7v/V4AfuNv/I38wi/8An/zb/5N/sAf+AOPtAPf9V3fxXd8x3ek+6enp7z73e9+pPeKURi8ydIWkCJtBlQeA4PSKJ8TbqRK6RqN5YAVM9dTu94LVt3mh0WxqkGincEIucGaTJkSIAGTmKaxQqCyocGEOSieY3oQ1I1Ad54V6WpHUzuayqbKEG08iJFW4KTDaIGzEQh4YDJox6A9GyUd+EyVQFqHyyt3IFURp1X/EEtdLaLJzNqSjYJIKSAPeMKPJjfZFr9tOHYPOXduGFlOC4jexDw8Lel9nPqxDXffCE7aLccxxmUpiBygTMvWLOE6yTQpQQb0qCZ4l8XbZex4IEvyGI9LN/fXZK985Z0RggHFEKj5bfqzczdHiwEcVKKnFQVWCEzYNJaW0wS9yXnvAUpjML3dSOvEsJBSPq6z/m89oE57ZouSw6XiaDFwU59xqE6ZF+eswmuNMB4IgJ/g4kSr+o0LRAkvsl3IlU/pXJLGjgxyJXwKqNZr1rr3nikPoCS3NQx0GVCK+zEVj05ByhScXFby+zD9Z6ZplelnbQMp03jYcuJYLtz3lQeTUfi6dQfH93bSbLhB5L2U8t/UpsEzaIKk9aXijzEe6t2ee+45vvIrv3Ljsa/4iq/gU5/6FADPPvssAK+99trGNq+99lp6bhpVVXFwcLDx9zgiLsDlZHJSbmRP4mNvJnwFjf+L6ZoFDXPXUrueuRlYDIZ6Uj0RvUmmgEQ7Q5WAjdn4y8EJ+Eqdbd87xru++Ke59et/imrlHSIXx4KDY8nRieLoRHFwptg/VSzOJUXoaAyeMenLAGZqS1NZmtKyDv+bytLUli5s05WOp77mJzc8VUazsIw9iSv8tLP+31T/4it+gii2kLhCJIHsw1S/QJZ+spvpEvGYfv+3InJwkqpzcpC37L34Nf6HMR0WWRLpU2PpT2bsiRIJ/G10moYRYD5mvcXbaezYGvG4yS1/jxirPcdqbumVX1xYJBUdlejSNobNSalxJY2raCgTgDFIVDi/Ze8QjcEFcDKc95jGMDQG21tMb7Hhz02N+4zDGZ8Gkn/mVxDLgfLMsncuubGGm/acZ+Vd9vQZ++UJdbH0Jbu6RRQtFI0HJqof2ZOspFiJAS0MGuOBGAqD4r/lfwQITIqlog/pq3NqtUbp1gtdGYWwVpmLotjsvlUGo/t0MbkrWJJtjz2MiPaqMuRtmo/p89P7DyO23bZN/t85hR0qXDeDdgFd7V1/mwXTvkn+vz+RYhdqF4+hNBspHmelBz3hDzxgsW9mxbclHopBeemll/iVX9k0KPrIRz7Ce97zHsCL3p599ll+7Md+jK/92q8F/KrmZ3/2Z/mjf/SPPp49vkZkPmEAfNPeaMb20yffkLZJIMX5Qebjn/xGtPHMw/Nf+tMb7/mJT3wjZ3NLr7x1fK98SW8hxJheYcBISSsKajuwPwzJSM1K38QwMS2BQVHOUYqB0g0o5yicoQ63HxRTETD4fTLCn1Ov/vKHqFeCWe9QjaV8Y6AGNvrhrAc4KDH7mu5Q0c6hLeF8YRhUTAmRBlEP8FxS9yvryxFXn/4A9VwmxiaxJ2HVz9qQGgWq4EYbjn90ho0hQhWRKDcdWZ0SG80NHxTT7sxxws8/72EAfw4cpvG4y53j/1y/I4zzoKSzSZuTQEchL7AeF0BGxkj556y/3ftjsgFWHrMvyttl7KAcf0jxR/7zxlPuB79ma4psanwm/tB/SrfNP/4AZqboF4JmDq8827MqgzbuOb9No4MuzhkqBtqQ8ohatu9w/yeO7T7ndk7rblCJliMFLSWIlR8zOsn8VFDcbXGvrRheXdHdb0dAkl1vge/YWJ1GwOKMRRlH950vUrywhyol+2XF87rAijUH+x+lXnR8xjzDXXODE7PP2XDAWXe44TwaS4trvaaQXWIhBqe4Y48An6aqaflO/hsOheI5e5/ahkICoTiQa54tX+WsPOSsPsCt9oMrrP8iInQqhs2KnpjeEVaGVFOPkv2loONyi/gHO7rG2JaSmQIGmw0S2/oA5SzKo9rh500cnVP0feUrrppFcvsFsEWTdEIiH9gy87xx41Gr4lNB4W7+wVK+JfnuhwIo3/7t386HPvQhvvd7v5ff/bt/Nx/+8If5gR/4AX7gB34AACEEf+pP/Sn+u//uv+NLvuRLUqng888/z2//7b/9se/8ZaHsJjh8UFgRKW7HgNg6+UWxbfwf00SFdUF4ajFioHc+zaOwvuTXZJqYuH9k+QBhE+vhS5MttbFJuW+yz8t1JhBFwCIDOyNz5NkML3yFMFk10RPDsxlR2a8ag7I1upR0tRfNxj4+rR7BSW4Uq/QmIwUhDSTHzxO5eymM/69YnY/AQSRAARdBzFWRsyNpkjcuu35cajZ43XirmZbptX2pH0vuFVOqsfy6kBf40JR+i7+B2iwfF8Zl7QlCTJmVxxRvl7EjMU3b/GJyBiqPUl16TttKMcwE6z3H+Z7ls/vQKJnKhGszmizWbqByfWJQdGAY8tAhVVKLloVo2HdrFsYwX3nNCKed9zdZDx6U5L93Lr6egqywne0sEKzg1wPyvEcdFszPFTdnil4Z3nPwOgvVcFcec6z3uatv8Lq6xcrM6WxJb0cdggcn4+TduAptFygGajUyRQsaDkzHPPSMapQvCDhUZ1R6zZnqMUWP7sZy8wRCGNmT6JdidO8ZlKJBqRFoPMrEf5lO5fMdD+oefOH5yCZFTYnqEWoIOqHN1E08V5xTnlHJRNAbokNIzIoQZgQ7jykeCqB8wzd8A//wH/5Dvuu7vovv+Z7v4b3vfS/f933fx+/9vb83bfOd3/mdLJdL/sgf+SMcHx/zTd/0Tfyzf/bPPuceKNKxNctpgo7CCkCCTvbwGUi54qjkKZRUDSQAHJ20FMGlNS/lvUzr4jUm4/3CWQprgxW/8yx9tn10irUilFDL0c9k/Dx3Uc8UBamhlNed97jO4DrLcNL68sJSovY0xUKjB+HZk9DLJxrB5ayPdFAIh3W+bLoYtkz4cSUemwWC34fCPxdBTDY9XtBy5EAiw3RXRvz+ucA09pmJmpeHiQddc4/KnlzV6O/SiCZ3pU/dpBSYEqE8PL5HBgolEFgpBxdBSpbySd/pMWtQ3jZjRxkGdXXJ4J+nelJc/oP1C8F6b/Q+ulcWNKETcO16YMicoC2lNGhhU/pmcD4Vkj6egVq07LHmgBX7pmW/t9QrjTrvYTlW7ACI4BosHiC4s6HiawQuA/a8Q8406qSnqiWHpcJKx7vLJftFy215wpmsuSf3+KQ89eXB9oCVmdPaMmk1lBiogkX+dKKv6XhKnHJkVxx2hv0WjIRaO1QxcKu8z0ytEGpA9Q8WyEbvE6N7bNUgdZu8T7ZFriO5jinbVRb18X023ndbF+CJNudR4jJwchmQcrr3PZJiukb14dgMGy6/zinfYyempUyYYaIuZdo+fuIaKR4zi/LQVvff9m3fxrd927dd+rwQgu/5nu/he77ne97Ujr2ZkE5gcD6Fs2XyiOAkOjLHMPhGevKSroIyMushUxHBjgyMRWkdSkUhq7vaJC4MalFPEitxyghOAiuRl0Zvemu4kMbyICUCoVx7kypedPA2yasQgmLfGYc57xEzjTzpKSuF0QJtfDVQL70I2B83/78RMmlqlHEUxm+fO6RuPU+3pRwiy8IohM39U/K4CghMPzMCE9XlnwEuK599lGqg6fd6nOBkuv/x/UXwgHFKjQLH9JjY8KsZXx9YNq+n9H138rEwE8YmkPIWx9th7IieO1tTXBk4cRlIuapNQDuHdQAn55VjKUs6tNeSYanjpBiv20wov8wGrwhStDDsyZVnT2zDwhj2WihXIFYenMTrTNcKZwOLks3tPt0TrocJy2Li4zaMC2WLmimKSrFQBaB5rurZr3oa3dOqFY065hl9wqma85q7wR17xN3hBks7dj3OXWgr0XIkfSXPTXHKLXvOzWHNYQPz1gt+i8LTzkfVOZXsEMIwVA2xkeC2hoGRPbHBPdZWS6qJ9wlsr7wxbrul/cN0Ar5OPA5wctn+xNhIJUU9Sfa80N60rihalOw39sW4CDRM0pZ4kHI5VBirtSziGu0DHibekb14ilBlEj1B8uhVGJvDeaKs8+LzoEOxEnR2wb7ykQ8CUEqBdJKucGjjGJTDyFHH4v87jBiQynlh7ADzwGI2BaOYlo2ZBOkcBl+RY4Tw2jvnkldJZHxWxaj2j6mf0vrtVNi+GqJR2yh4HUqBHARqv0grKlUqROknPNdZhjfWyJMO9VrJ/u05T89rYIC5z5cfF6PT7dHg+//UxrHXwv5KUjeSqhHeh6ED2VlkY8fS4hycGAudQEiBbCLdIRJbYnXQm+jLK3emehDVZlbv1le8yLOg14g9aBbae6lEG/4HgIttzMlVgOSy97tOafI2cAL4fS0EzGQAWX7QiIBiqqXZ1qMnghTCsUkaJOMQv/ff+e2n+/wF2izQHI4z+YXBsQ7HPup90u+t/Hk+iTu/8CFOb1jeODScVIKzQnvBO4bSmSCgt8x76CWJAQVoKWhdSUPJuZ0zOI1BU4uWms4L8W3HYWs5OlcUp0E0DciZpiwlLrAotjO+xDhoTKIPign77Ox4G2BoTGJSzNpQnPeoey3VzYrqqGJxXNHXm9dmM19yun/K6/uv8Npc83q5xz2xz8fMCyO4wvCsvMsz4pgju+JoaBJrcrCW3LxfIEI1YVM79maW9yxe57niVV6rn+Nsdohr6wROpv14htB3Z5itsNUSOfNCXiXMBfARTct6U44TugZkdJq9mBZ6FPYkBw/bwMm2fkBXMzgqvS6yHNMUVPwcqRu/H+F/fC6+f/SEyfdfbuy73Wj0GD1Ooj7ls+/5LRf27/T09LGOGu9IgCKdL4FFisRQbAsrSCBDZkBDG8FnfvWDlJ2gtCNwSe9v/XZm4/pwVAMY4RmUyoxC0vRZAZz0mTFbBCbeTFimHUmut0H0aiWcFaH3Tni9r+wx6Tvm3yF9bmAJrAZbS994K36PuA8nLRjnV1+AUpLF6YxBK8D4fhyupw8A4rlzi7Ie7FW9uAhO+mnlTtihqaNpZFB6T/0I/MSr7Gi7Pz32+ffaKMXNDcxitct9/72csYhZONVvlKO+4zEKW68CO9Nmf9tSVVcBn7T9Jemp/P1yBmpkokRa5YsIFi/xwvhCD1OPB3g6OLpCZkLj7HEVKNnYKfofvh87V3TvhbO54byMrtEy6cwKa1kMlmrw12svR7NF7yrtUzuNq1Lp8TAtUWWSQpbCmxyiEcbiSpddc8EHJaa0I6NoXRLQ2owJctYDlXQ/WOGrtaFUgqLaFGXPS8liXzO/aZnfGNifn/BUsWQRJsch2C88a06QznEwDBy2jr1WjAucVbT2HysKlXNoYehMTV5FMrW7z3UnVnVQNGNTwEtYEGtHMem2yCt6ruocvM207UH6ELgeOJm63eYl0nmTxatATd4YMR4P69TYmXrrzjFmLlXnTdmCN494jOPmg+KdCVDspv1DHtss7qXzhmXSeXOz+cqX3eqss7jZsuKOA4O0hDSHozDeCE1ZqAZ/wQ3KC2n7AC66DedYgcUzKCUGg0CKUSDbSw9uGiV5XS9Szx6FZd82lK7ZsK3Pw0ovWk1OsFriqjBRgQdwSgQ9ikk22OK8o74zAJqyE+zPLTeq0eBNWUHZS6SDshPUK0HRgQrgxLMnQYybi2TjYJmv4Cf5+5jOkMiwmhqfu0yDknrQtAGYrAfoLfakTfS1DP4PUfPyuKpurpsi2lZ9lKdw87gstTVlk+J7RQA0BSd5eKdeO1rgN4+Xin2nxDAT6XhWk+dcIRD9dn2OS+kff9uUgqaynFV+YXGqSiwy6E7YABZ5lZyN2pMMpET2JO1jYCQMIonXXSFhpj04V9Z3XQ5+JkSPk/BngmFbXt1jhs0TxliHaDJ/lFB+bNcDhRKIRbExuKpSotYa3WnqpuBo37KcDTw7fyOxvfF7zzuYdYJFo9LipmygWI5CdlN50De3HUfyzKciVL/R82fqJuukxRYdaC/+VLLf6hp7Fdh4kGvswzz3sJFYlS0gJUZuh5+zKVe9X/4eOei6DNTY/H3jolf1l8qy3sp4RwKUqxxhq4FkOBZLZKPrat1IykZQn4Ne2zSxmlqGgUugB4/wx+7iIzLItStWen+QLlTDWAmdUKxFQSuKjb47lRjQztCLgcIZSmE41r6536mYsaTmxO1x7ubgPFW6J1YcyiVwj7noqK3BCJ92AagKGypqIlXgVyWy0j4dMlfIRiNag1ICFzqcpsqe/3LMfK9gvih4qpSe+pbjKhGCIRQO7OhsmipG1sYLY4P3iQssioijlbTE/lPiPLhmhioJoQRurpGlAMSoKL8CDCThZ2dhOWDuNXRvBAvwUqJv1qjDsbogdCC4dlpmGo9a7n8Zm/Kg9962Xc7gWWD//T+Z7q//zUsAqC6kuxoDoTeL+OO/+Gg7/wUQi2/8yUufGxYK1cRzPXsigBKnJaYSmBKWB45P3jJ8ejbjdXnAKQsGp1jIhooOrS3zskVhWVh/IXRh8ZIEsoE5aV1FY32zvkq0NKJiKWpWsuS8HDibG9rDkrovkMaB6aBzmHtNMmqzvU3AZGhMYkycdVgbmJSJlsYMDiEtcjmgTnpUIVCVoj7p0HsFcqY9Y6NCH59SUZeSupA8NdO4WmEOigu6svEYOkTfj2NGxurpUqKXBe/5IsMLR29wVN1jdfwCuquSWFZamQBLLD12qkdUK8pyRaE6yktYAisMqC6U9nqWp1ZrlDCU0rvlamESazVN71ymYwGu9D2BTUYj3k+n0kP4sFxHM7PNbG66zU8v/mS6/bWnP+j3L34XEb171/zi0e9/4D497nhHApSrIk+7RICSg5Nqhc/n2lE8qGT4Xwa6XJJ09VFoKS2oQaQVwFD6x4fAOsTV0RAGoDYYLem4GhISnP/fC8VKVJwy56474Njuc2IPGJxK3T+RHqh0QlEIhZIOlYzbPCgaw4OUohThBxcoJLYO0GXhtSkScGsRHCUNnIPoLJQSFdmPmB6YWqjDqDOJduvbSi9zFiWO8n32XwkoFKKwqM73nskFoHmzwDycEp4VSmZlvjIJCAOpSjqXN8uePCo42X//T7L8mZeu/Z5vZj+TyVu/CU7sScvnYSH0jojUmoEgOt4AKaN+qpnD6b7hlbrms/IGn7TPcu5mDE6nxnjRSbUWLS+q15k7D1aiE7WeMItDuHLNZMg2QtArvwBy2XU4dZG1xiWjNjNsByb2Aij3wMFJgbUWGxZgw3k/dj8uFaKUyJn2Y0YAK2I5IJRAN5W/HiP4mGrRIEubxTFFQtCwFQYqgo/KFjfZHKSYYCwmJ74ncXLOQUYCAmoTKOQT+TSlljMvD2s/f1lcZRYXb//b/f8rX3v6g5duf/lrLwclsAnA8u3yxoPT+5/r+IIDKDGVE9MydSu91iTQjKp1Y68TCHQLiNIzEL6qYnw/J0Ua8NXg/2zI+8tL1P2GAFJciUk/fAdiFOjdY59jt+fBiTlgaecJoCykQgtfbrgSFUpaP1iqgThqVoXDSEeVWnpYijKK1SAHKapX4REQSvp0T8xRG4vo8GkBGNMzMJZblpOLdVufmOnz+e1cRFtKwEAvkassBx7oczNTybRtYwKPrp5KQCkRpUKG/ZKlQs40lOrCpL+t6/BV8WaMEs8+/NJW2YvdOJ8e/nOnXaXBgxM54I9hBk7MSbcDKG8inPRAOIEU4rkoMJWgq+HswHB33/IJ9TQfMy/w8vAsKzNev3lUsmWoFC+IO8xpU5dyn9TZ3HY6mcjMa0lavJYrMKD2fNPiPqZzzOAygHIRmLjsurVJreaQgBn8o3I1hOogi5o5pFGI6BFjjD82oSO5hBGgxAXOtgaMeZ+o1A/KH2mN9WXKqk+261EoG8GJTemdDilt0lpsTtIDxumt2pIITraneB48TV5Xe3LVRL+tTxDA1539Lbjiqr0MlFz2efk5OD0ft73m8wVO4AsQoPyGp72rbHSNrRsPTnQHeu1Qa7OhyBd4wZgM4CMClAjkTXYEY6tzETQrGymfSdrapPyySiUUJgxIA4pz5zuHLu2CxlW0tqK1JVVQmVe24q+p/2/ayb8tvxksGGWohaEoHLUAK1ya3MrSIa3I9AkRpKhU3UOhEL1BrKNVbNi5OHBtE1c+hKmXMxYRp+mMcUkpoA4PUtbDCBIjOxIa2NlKYXEIw4YDqisE1ArRWb+i2wtU8Ez793yIUtppKuZxODjnpdDbqpOum+6JcfSbNtMRy595KXm/1N/8Uxe2V1w1zO3iQVH/5p+k/Zcf8k7HMU8cUp5WgymhmTtOFobX5pKPmRf4ePcid7tbY1fZUAlhrUKpjko3HKoztDbcFveZiza0vfAAJU4gcQKsROtN2mhY2J5575h1Er12yNUAy8GnazuTQIlnTlxK6bz7Xyw3vtfHvmn0mYlgRUoPVoQU4bERpFwQz858B3I/hvjrLC1w1oO/39lUIi/igiZek8Eczx0U5OXzppb0QfGvxIAITQDBA5IIUkzR+87FwWZfhS7KvlJHb3WE3cYUbIu3QmPysJEzN5ft74PYkmn86/m3p9sfXH5/ev9/u/9/f6R9fKviCw6gvPKRD6IHwY1OoQbfPkJYz5zI1iBau7miV2k6RWnlUz2MmgdRjSt5OXiRKEAhhfcTqaMA1694tDMg/GqowffV0M6k8sFIu0UvgTf6W6zNnN6WKGHoZHSZ3LzoVqLCSC/C8+XMhpV21MZSDV7gKq1g0IKyE0kEbLVAaYUcFGKuQlrAIVozpnOiRX04HhcYEEwaZFJMnFrjUXQmCPhMYGsmqSBnjP+8NRu/gQjmZJLap9+KQLfLsaw49qtBCViE5FlckdXa/5adT3fFVJHNroCtDsKPGZjkDrFWe0Yvpglzk7pH+dx4/qnu+oBxF9eP5idewlbjeR1F3MJCX/veOm/cHPjkoeS/lM/y705/A3eXzzE0e6mNvexrRBB3dkVHU634ZWEY5gpdGJS4z4FbU9HTitIvVsScSpQoobml7vOieJ0v6u/xrjPD83c0R3ck5SeWuPuN152cdAznPf1y2EjpmOGizgS2pXa2h7UepAyd9RqW3iILie49+FAzDSWIzK/HdXGhk53QMwWLAjfX2LlimEn6GtZ7o26vKyxtYfjkXsHr7ggAXazp56f01SHSSgy+tNhoX17sZmcU1ZJSNcnBdrNceLzYPVty9aR+lZg2r66JFUFvBszILcxJvh/xs/Lqm8uA11WxjTHZ9tiTEl9wAKXsfK+YmI7JXUa3GkIaByrk8odgfCQ3J5xNg6ys7NWGPycojKMMQlgVVkaD1TSuDCulwavzHTSUnJgD3uhvcdof0Q41zql04W2L6FFikRgcRlhkMFqTytE66AqLdDJruBcHWIFTIKX0+69CLYENnU+N3CwXjpGZhl0aOWsxYVpc9n7uAujxg1sa6JREoqExvotypXxVRTzuEZx01tv5Wzf2Vcl0Mj71EajtYty3bX12YnPCGG8WrOT9gABkVk10lWD3od9/iyfHLt58xGq+bWXdfQlN7c3YzlTFXXfAqt9j6GbQzpF9jexLdFcho4hyKBisYtkdcK+8wbG+w6FYYoJCraKjpqMWLa2sgI7b4j5PmzNurQ23ThX7x5Lq3uAt7k867NokUawL3caj3mQbOMlDTtOEV1zX1noGU0hfFWQ7i1B+FErpngyUiHANCiVhUWD3C8xC0e77NgCrueVkYViV3u9pqSW9VHxK3+SOPfJMiOroqxXt4gw5FEirGMrGp3eqBlF411gpt1XuXJzq4jb5BD1MQMmD0js5OIl+Ktv67GyLadXOVZU1+T5hS5jMAw/TN+iyeBKByhcEQPnEJ74xlQ5XgTmITEda0dqLE2TKlxqHkM6XsmZCyxyY2EybIgaL7CVqEOhBUAzefbZw1jcEi42zUCztgkr43LMWvsvnsd3ns91t7jbP0LR7ySBHzaLr30AtO/6g+RM8K++yEA2LK75/bCDYazZ8YbT0FUmxqV7sfyPDSCWMp6/ThGeEn/xzMdu2niXxOSbMC5tMyoWYApbM5VKUAbCEFZmIBz24forGbLI9azMCk7i/xiFXJoiDZQJnZBPONAWTx8PqVeJrps0K855AuUVaOGLXFsce/7uXxn5DFha/+fIKlF08fAz/8wfTtW4LgS2hq8FllXvCej2b0d68sVewlCXnbu69O4xnTXRbI4cCFXqa6L6gaCv6oWDd7nFW+2aAQ4YSKgYq0bEnV0lY+6y7z9NdyzNnkqN7itldg7zXYe412PXgwUnnK3ZM7zCDTWJY8GzJRz9Uh9sOGa6NHJzkwCR/XE4ASwQ/zjrMepwgRSkRyNH1OGNAKST2sGAI4OT8wHK6ZziZO+7MJEulWMmSTihOxYyP2Bd5bbjF4BSVbjCzU7oDz0YJUyD70rvGFg1a9QkcGKc2KnimE3gVGhhuAydTrc80tvXmyf1UpiPbFLDkFTzbqnamrE80lYv6Fou/P+1z5DU21xO0/ler/z695l/P/8wDt/98xRcEQIkVOrlXx6Zz50XzpQ2QAp5FCb1McsYg0vMu+8uf14O3gS+MT7f0wqDdiJQHp1CZMmBAcWIPuNs8w7o5xDV7YBXoDjX3JXALuWIhl+zJFZXo0Jhkjz2N6ExrZUzzBFYgVBmVwFB6YKLkCFRABqbBp0RCjULWqyRO+mKs2omRWJM45bIpjjNuTO9MwmXH3aeDAovT4SsE+rCj0UMl2pLn/X7iPkTb8lJdYFFc1gNoW2pnyozFuAykTFm0bRHByebzj8eX5S1oJPoFHxvgRHuWpK1t1ojTh0+dOtaVo1GCUzHj3M4wpoChRFiFsAppFTqUyEajMdUXuHbOWXfI6+Utbqn7LERDGRoH1qJnjzW16FiINc+2K144gaff0Oy9YVFvtLg7a0wUxQb2xPYWO6nUyYEKXAQcU8ZkGzjJt4ksCvjPE8oznrLzJnGxqi6Bk1rDQmNmvoFiM3esZpaTueN+LXijmHEma06Z01Jw7Pb4ZP9C6OujqNWaYtZxJg19X2GHCtsHAzfVo3WTWIipVkNPJvJKdmiG1HwR8N2iLRulxcZtT93kVTy5QPYyT5Jp5AZym/s7CnU3SpmnKSTrS4DzHkLx9dcFKY+DdXmr4wsCoBzcE15ENgSzqjiY55NCXN1Oy+Dy3KklqQzjwNXOoS99J19pBfIAii4qzAnW+d5rpTaWRo29NqI7ZExrN67i3M14pbvN6vgF1PII3dY+x7p3zLw45+niDi8Ur3FLHHMollT0qKhtgdTLQ00cdI3wZlDgRbPF4NAqaFK08Ptux3JpHaqWVCu8l0YvEL0HCKkPSfQ9aczkYIZQApTy4KSIxzM3aQtsSqgXcEgwXvtig3Fcep8SRNSrGBsAy4SCLjIgcuTFvylkVoaZ2erLgWSpv80U7jqMyWXg5AJ7MgEneTXStC/Qddia+P5RnL2LxxvxGjelBydd7ThfWNrCg/1eeXayV7DSguOi4FV1yC+Z9/Jr7XsYullY6SuElelvajCmT59iBXwsnEi6MixouWFXlMJwQ5wDcDSs+eqXBU+/oqk/0+BeWTLcazDnPd29NpURjwZsF1M6Qgoklzwe040PAC4bx8iCxXurREGuM74diOsM6rCC0mvA3EHBcFQkMzw1eIsHgKVWfFLe4q47TE0HG1uyMnOUGLhRHPOUus8tdZ/b4j533QF37BGv9M9yJ4iQwTMSM7VKDMmhOmMhV9Si5ZY8TiZ3dTBhip2jW1fyCfM8d7mBcZrOVt4KP4Cj3NsksiViAgIiOIlMitgADpturrlGJgdRU/ZkcIblsLeRQkqflwGRHLxEkJJ/9jSm7NGTGu9IgNL8xOg1IYxDW5Cd9eLPvAQ2v/Byk7EpI5BHTO8owVD6RmCDdgwqlLrJyJqMVTzbeg/GKh4Y69EbSu4ON1ibObJdoNsa3VWptK6ULYfKN9laiObCe25jUXKgYkX8c5i8E7LO9DJWhNVhXNXHFJAIwC6AisRIWG/WNO23A5slhDCmiDYOxOZrhBLYzlxgUGSsBPjjv4j7G78+/hgXP6+USZ/iiogyRnM5l/5vvjSBgQdU1VwWUwYj17TkupNt7/2o7MnB1+9SOo87Vj/1UurrlIPWCCB75ViVodO3EvRScKxLTmXNPbHPJ+2zvDw8y3F/5JlPwCnv3xH/LGyAFGkloqvpujmnwz5DpbxT9DBQS0MjFYWzHHUDB8cl5fEA99tMc2ISOHFmtK6P4UEJgGdRlN4OOKQUV4KRqUYlBzIx1eOMT/cIJXDGjh5EkK5BYUku3aA4rC0nlQHtF2mN8x6+WhgO1Cm17FjIJe+Sr/OcuMd7uvus1Gvcl3M+Xb3OZ4pnODEHfKZ9wb9jmOgXcsWXFb/GQqy5yTl/gn/GD9vfDMBS+M8o3YByjrUouCOPWNo5rShRYqALoMdaRW8LXNSbhNJNKS0iNCLMwUhkUraBmMiclNLb8EdQkjdTjJGzOQ8Tl1Uu6Yyl+VezJzetk8c7EqDopRmpfwIz0tp0O8V0Qp2Ck6wuP7W1DwDFlN6Mrami4tw3D2y1r9iZd5410YOnf7ethvMywmhp3bqKxviVlxoK7zGQNYXKX7stfCdk/6ecT/GASyDJSFLXYyB1Yo7MSm6frkPTRTmElM+2NFL0H7nsmOYakOjHHyt/Qvg1XWBRYnUPsblZFMx65sb+tS8PA57dAB6UyoOT+DsVMvWgcToMz1OWJGMvzJYrYRsz8iCH2Xyby9IuKR2YebnYbCLM3+dRnW538WgRfxe2sAzgjRdb7RmTU61ppOaz8gZ33QGvmqd4bXia19rbrPo9cBInDU73qeZO9QUqengEkzBhFcIUOFskUWbpDPtB+2WEQTm4sfIu1/J8wJ333u+kM9jOJHAyZU2k9LqTCFKmICOPyKJsAyn5++bPJ91dNKozPi1s1gPOKNR68E1Je2/fECsmPXD3r9lbKfYXA4tZQy1aGlH61LcYOFQte2LNLXnMc+4ez/VnvO+eoy06TuqOg7rhUC15Wd7i3nADgLlasSdXPKXu815e5alhyVE/8BPmG/iy8EOsivU4JgrBWaE4Umecy3mydYhhnMI5hTEFxhQ4o8EqnO5BWJTqEVn7EuckxsgAXvCW+0G4G71OlDBUst2aaoIATGQEG4aeTS3LgwW120HK2y3ekQAldciFEaQkoeeWCXTDAXXL84XXMuj/zc8A3kbcaJ/aWVeR8iUNXNJBLx1z5SiM76rse22MF3as5JmelEPosBlpYRloYaxMtN2QsS/xvRAkJ1m1ZXD1vX2CUC6wKElZ4vGHvx2QS+zjI6yvePJMSqYpIWg5gl4Fe7GvTgQnLmNSRP4bSJveL4IUDwpd8lKIAMV25iJTE3Ut+W94yQpwGyhwcnT87Wp3ARBEwCbtKIbMv+E2kHAZOKm++ado/+WHxs/OwNHDMih52fIuHm9Mq/Py1Jy0HuD30vfGWsmSO3KPl90tXh1ucc/c4E53i7PukK6fB6rA94/57Ff9BgC++N+87N1Ps8+MDCnCUkpvN1C7nr3Wm0mCd7zeW0rvch1aUjjjsi7FbqPxH4ygIaV0tlwbeYmxlKC03DSijAuWK45Z7Hy88b5hvLVrgygHX4JsvZWDU7GLucZqQd0I9lrBgVtzJM5BQhNSL0fijEOx5Gl3wjPDktsrw9P3CqyEo5mluNFQzN8ADS8Xd5IZ3lPqPi/I13mxPeW5c8vNM8V8JdP12ZW+pHlQXjtUzwee2jvlXM5Z2jkrMUeFUmLrZGBOClxfgQldfcMJMhiNUJtgQAiTwGFuPjQFJ7VovbeNbDcWned2DoCRXmNSBFv+8be6WAEEm14p2+LtBlreMQDF/b2vS7fFNqABDzYU2xB6emGXqxWukthK0f6bl7whU+0ntNXccl47VgX0UgTKV2IQnBWOwlo/12Yfq5xjYTsO1YpWHHPMPq2rWFqP3FfGn5i26DA62cAiTcmH9zZNdP6g+RPUwp/ke2LNgVgmV1kl+rRCaIQMqR5LbVxiUKTzQjcrgxQ2N5ZTEaRY75Y7xPJsdaEiRVS+ckkY6d0srdssdY0gRYIrZGhoJqCLnzeCFEK7HMl4ckYDKJGbrU0dKYMg1imRnD29x4lIYCAKHT1j4r/3oP1A1ZQWM9GBFIPXD2njmTAdmj+q8N/IceKCy8GJkyHtGEumJcy+yadncuv72Evn9Oe32+HDRXO2Xbz5aH7ipXQul7lOLQBaW8oAUD0rKmtHJyTHcs6n3G1+qf0S7vc3WA57tINP1TinEEWLKFdIaXn+M/8c180o62dxsqZoxxW6lRa7OGZ/do/ny9d4RtznZtdz60QlgX/ZQHlmka+ucaedZxSz8UoogbMOqXzzUfDSdhHStLf/8Vna9o3fdpB1Mw6vl6AKiSwkqpS+WtFubyw47XpscejCvya+Nlbw2M4g1gNyPSDOe78OCuy2sg4oUHPBYi35ouaMZ/SSRvo+ZAD7pmW/N+x3jhtLwdFpwdFnQQ4OqyVP7ytevGV491OvcOPgnFYUVK7nKbPi+bOBr/hYyfy+Qy0NctUmo0m3X2D2NP1CsDpwVDcM75nd8WBCj3qQ4/4GsMAY7cFJKBmPF7ubgIEINp3usapHFC1GN0hyUewQCh0803MkzzY8sFIzSKsToLHCJFv+2BPnq09+KIGR/3Dwh4DoOnsx8n47b6d4xwCUDfDxKK3k874Qclzx+5SBxGo/wcXOwBF9j7oOsELQC4lB0gNNLHjBUjjLYjA+9YKlcn0SaEXmpA05TyUMtmiwuk6eCWIomMbLw7OhkqflSJ6BBC0syDWFy3KiQmBwFNKhnCOz/0gpHx+bAC4exab26R6jQXdxkgYZeg8J4xCZh8pUbwGkwV7gkjYk7cZGiffomSBD9Y0Ingq5U+Xme4c0XABBUScUzdiifsBoGErHoEnNHAfl/85rn6LL9UKVAmWd79ckJFY6dGgD7yKrEo6TsiPjkvvk5I3SLosIiqbA5HGYxO3iwREbgyaTwgCuXWBPJRYnJVoKZq2knhnKclPsHoWUuUBSqQGlunDfMgBD1SCsQvVF6iNjC2/jXuk1C7mkYqCwjrLLmpcujW9b0JgNcBIdoEWmH4mnjcVtZTdkIREypIOUT8voWo0AZaaRpcR2FlkYTHKOtR78xKEyK1POI7lSh9vgq/OSTxEEZtqPqbEqat47amNC+w9/3Oa9T5cv1or5WjI/Fz5t1FqvmbGaG2FCb/QpvRQo57ixhmfua/ZeM6h73djBO9oWmBEgVVpQzwVzM3AgVxyJM87ljHM5T40DnVPgZKrIcoTUHBfHZScNziqcVjhpEgNjhUqAQ+d/gU2v6Ikmnnko4Y/JtP9PzpSMvXou7M7bOt6ZAAUusiHTVMBVr4VROyHBauFLDdNE58bbW06IXiifUglDRekM0COdobSOXlpKho2GYK2rQlmb9vRd2aTBDEjuk3m81t7mvmyZqxWtrnzqRygGIVHSbWpGhE/9KOcrEArj0zxIMa6IpE9H5TEohyxihY+gbr0TrWdUxvRHYlW0TCZ1yYI+gQfPbIjejiDFZICQUX8iSpVASSpVhNF8Lf+dwr67QvoVb/i9hnI01sp/t0G7IGz2TRXbwrEqPXUPPh3mj5Pvfg0OIy1VP54Dnk1xMIQmiwGIRFAR9zIHJzloWf3US9cCLXH7XUrnrQu5MqNIvrfjJJbONX89AczXkr2Z5aSyzHXLHuvxfaRBWA9MAArdUASA0ocfsK9WmL7EFD2EkmOkReqWUnbUomPuWgrjFwWxP5hsLGI5bGjkhJII5UXkKuyrC+aKzjiU3AQJMaYaEyUFqpCoWqFmOnUqdsZiznuE6hGNoTfR7j4T3lufKh57d4WKvbB/G5/fhZUN+Iq7ufZVUuG6LMLThfEpLenieCOpAouk18E1OoAmZR2zQaWF3KAIzV8Fi2OBureG0w63HnxVYKjMlKVPcCspKLVmPpcshp6FbjmUS47FmhPhwYkxZcoHiwhArUpjcrTcFzYAEqmCn5EBUwTQOrLhMbQYNtI6S1fT4D10Glcl4BtT+5GB+eqTH/LfPa2jt1fpjJ/z5FfrXBZva4DifuCr/YkOm9T/FnAifv+/x/zoBy6UFssmuI5Gt1QV3qtW2Fr5vi/BB2GqF5DWX1QMgI6eIdApRUeRAAoTQatyjtoOHKgVR+qMT/YHLM08nYgLfU6zd5dW9bRFg2oXCKN44Rf/I1Z1Yy5Bf5l3T9Qtny5W7JcnHBX3eUof8x79MntizYImlSLDCjRIZyhS3smF8mN/GzyL0IQzw4MwzxRJ51c0dY/v/xGqlepGptSH/wOt1Ubpa37shFbIwXkn2EL6VV5My9UOEfxMRJ7Gyc3hYPM3nmls7St3TC1T07bVnqUrM91N0tf4aox16YFJo7xIzrA5cNfWUGpHUTqqwVEPLg2eZS/RBspOogc2DN/y9A9y/LmuAhqXgZVdSufxh/v7X58J4jNrgWjyZ5zXnRnv5SF/589h/vEHkFJRrwQ3tMKKASNWmPI1PlG8xkKuaNOkotPkAiRjr85WvGF8kwqnDLoNhmmqQ8ugPxEthfOiWDUI31tpCPsVqtTkXumbYc58Y0A10wznPTqW55uxogY8QDj9/bdSd+9iob1+JaRtAPRCUxxW6JsV8mYNByWuVuj7LcVrK7pXVwD0yyGxJnmqx/R2I0UsC4ksAZRnfNYDpjOIc4HcK6Hw1+tQElLlllUB+60fWw7OFPNzQXXmgs2BGdmtyIQYi+gsajkwP1PUrwfw0BsP5poBe6/1dvsm6/elZKikcghjKajZR/PCTYE8XGNnkhOx4GVu+9/OaNxQpFWDkwbZl0EfGLWCwQtFSoS0OGWQpsTa3utXpEI65d0WnGIZNCaNqDgW+wmsNK7yhRK2pJ2IdfN4kEgWuCAJeDvG2xqgbBVEKjHFA2Puv5JY7Wl/31TNYfECWoHdsEaP1SA2W4Hnq1o9CLQWzDvf7lw5aAJIaaTxlvPCJpCSO7gW1lEIw9y17IlV6Eo8p8tOxrpY+vI2wEjr8554LUpc6ruhwA0lQ+HV5cYWNGbGmT5A1QNHoSTZ+6V09ELRC0MvbdjX7QyQlX7S9g60AhPSVwCtsn7Criz1ANUg0qpFD37VpwYvrrXFJmsAgVHwbKmvDpIOi/a/QSzzzsWw+epvgwGbzOgSnPYMSkzlrGZewByFyiYJgaHVHpystKBRkkZojBDY7H2t6OmlpTajmNe/h/+dpZOTkuyLLMqmIWB2DK5I/exSO5+DMCNASQZ/uXZN+fRHzq4K67x3R6jQ2+8tR2rNu9RrHMmz1PwzVuTdNTdS2jZWYxRFSzc7w+B1Ct4tsUGpfmOlawSjAaSWuCIAqVpDMESLLKNnBXwZvu1kEM+OHckB39E7NPSLwlqhDDJsI0uFCOCHgzK5vRZSIBuDOukQJ11IJ/kU57b0Ts6g5GFD2woHvqoH0rUaU+RASLMGYGXDON3b1Gtr8zfKLpTeekbTuJTOcZ3ZACfj8bAIY1MrDdEaVCOpO0k9GJ8eD/tzGfuwDZz4xxVGWoQJVT6TMAHARuDRiIpatGM1Z0z3B3CSp3vshEn5Qoi3N0DJQvz+fw+A++HfmF20Y2pn+KffmFbXQJg8Bdo64mQnZJaSKESa8C722vH0ftkJZkpQKE9L+tJeR6MMSOhQKHyqxTfwi3oPR219X549teZQnSZKL4KUQnbUhe86OqgB2zep4ZhAjqkfp7BW4kxBazR9X9EUC0rZ0hZ3GJQvV1sISSUGlHAUoUNoHxmFXJMSAEkU+9qQqupDGV0hvWttXRjfiNA4rDCJVSh7QdmNVS+5iHTjGErf/0cYUHgwOPWp2aplyUuVp+mdIIR10muE2iLohLJBD6ApfL+PlfbW2o3ULEXFIDbTaMaJoOWJA423DS8MSa8SgWt85WUsyWVGbTAyLjEexVJ/Fw8RGXuCsYg/8p+9t860mk96Csz+g2+AKiw0AlNYd5K91nCgB57Xd0HcZUCisQxIWko+Jl5IhmMDmtaWlKrBFooBsNUSrEKEicxPTppGFPRqTV86+loAgtD6EhmbYdZAZ5AzFZhfiVsPiE6mzsG2G3UqspRJ0yVLF0CMTBVAspSp67erFWam6BYC1SlUrVK34hjiivPTGodQk2vXBBfu8HniEp8p31jVezENZfi8mC6+ymsJQquLbPwIjtOb4GQMf5y8Lkb0jrpRVIMf33JgIqXFSuMrsgAZlfywAU4Av10ek/vRtn5wCmzlTdWCNkUzpPMksnCdrZJZ3Nbj9Q4HK29vgGJDWkVtuVriY1H7kK2uYSzV9B4ZkYsPACX4aORpnWlqx1nPopR9cGENDImyjkZZn0oRLk3sAJ0UoarHMy61G7jJGY0sGZROJ6EvFVNUeo2Uhl6XmLKga/c8axKACniAIqzCDYBVWFPQ2YL7xVNAEFxpaGQZBLR+X3rRUwQJfx9Gm06oDQYhlkUbJK3wKavoWqukpVY9tR2wwrd9n3eGWSexUoQVhrhQ2ZLfj/oVf18gtF+lXgAoOQsRBiAh3ahrUaM/zfgbiVSi6R/wLEoOTs60ZilLVqJihQeGyTwvlG7PaemFQUlHYQVSjJ4ykT2JIGVb2bEaMnCSDZJusvqcsik7n5O3MDJwkgTaZvIfxjFkYvIHIb1rBHud4936PgZB6SyFdRgBjfTX3cui41j4Sj2ASq/Tde6cxFqJUgNCGDrrnaRP5YyTcsn5wvgVuRZU0ncd1xJfKQdgdboepBK4UiLWAzYYpYnosxIq4CJLEvtcSRPSL8Z5AFKqZKlwVUyFt3bbQuKS4+6y4y5659PBxoP+OuhPNt5bgygErheInosAJY+JxtAFZkkgfZf09PiY+gKg8x4tVaOZt4L9YeCmOuO29mXLZeHTWzFj7eLi8IpVhFPGV/gEIzfAlwlLkAF4GDGghPI+NwGoRNYkpgSNUzTDLPuKYzXPVfGgJodvl3hbfQv3//nKXBmUPWNxP/g1m2LYuE1Uk4e+Ed4pNax680lAgsPrCMxMYapNkSWMq9q8Wdh8FSb30lFr3yrcSEttDCvtre0bqTBIzlRJ4Qyls0jny5CfH455WpzxvL7L6+qIV+1T3DU3kulQLnZazX0aqDEzmn7h+1F0PpeZyt/aOUjLyVCwmh1wWh9xWh5woE4513P25MprU2QTevjE3qmSpZulCfow2GvHaF1o/e7mG4/XquX2/D433DlPmRU324HDBg6KYP0fFqLRSr/sRkACYUVaijSRE5xr89joADwp48/9TeK2aoCqEcy1TK3bYyO3+7W3JD+VNffFHktqmvDd8tAYlLhPRR/SdGaDip7a0k+BV7SfV+3FFgtmoTbSPeBXpNvKk3fxeML86AeQq2Gz23WYqN3/8FUTYOKrd+J/p8YFix8P/LbF4DUThR3SxFoYweG5X/S8+6lP88ris7yu9visuMmr9imMU9wRhkZ19KZMK2ApvU7lo82vY1kueEW/TPP8R7nZ9ex3jr1WMGsFe0tFkXdjD2mQcq6RqwFx2iHXXpsiYwO/WOkTXV1jKjt+/85gT4K1q42d2x3z1w3yjRbz6XPaV1f0S/9+qspMycJiwQQ9S37KRnbGdpvgwMaS49VA0WjqRrIovLmkZ2JFGqdN5f2XhMmsC8xk4L6QBvZaHaEEovOpHFmqDQ2KKFVIkYVxo7fMTuFmqTFyoD54g6N6xSer12ld5f1tikPfHw1gtb9xfgkrcbH0OJjzubJJ7FgekUWZRmsr1mZOY2ZYq+hMPY7x0nghdblCSrM1zXPdHjxvp3hbAZStNVQPMOgiVomE5nByGOnJjQkhkChAEsVGLcM2oDydoHxVh0/9zCsHuGCMZj0TIaARBQpLh6QOFT3K+RIyxQmV7KnU2L10Wm4WhXhLM2et1qzUHo0avHOh7rFDkWa1eGGYUL7cSm8hrUN+dXCKOi9zxlvtJ5tpTFKYx+cGp7ljjjDolCvVwnCs9nlW3qXV9zCcAj2F8cegGDxlqwcCWInAxGViUgF6nNxzQJhMybRI+pWN6iB5saw3aUDieCZ9v5RGw6nWG+DkPICyxlXp+07V9deNCI4iOJG9919IrI8ZS6xjRD+U9l9+6NIU0C7efGykCDZSPFekDLLSdReYuri42TD0Cy+pel+GHM/bF+4qejVAfQ4KlDScaw/wT4d91nKedAXGKRrjV8qfbp/n3M7RpeH52V2OqhVH84b5YHmhGJi1Mmi+RNJ8qTakgMJ4J6MfUMYWpBL9YpyYMb7qRwQw4857X90SRKbmjTX9vSaVGkevkximG9MnUgkvjlVjybPtbBLnxrYVeUPQnFWMQD+V8kuXmNHU/0sJ6LMx34SBOxc6p51zqQpwPA7ZIjaIjmPzUdk7ykawaCSHpWGp16yLE26q+7Q6LAyFCZU6FiGtT9FlJ4OTFlP0nj25ZuPAnC056w7phxpjtAcmpiA2i3UTM7j/cPCHLvU9eafE2wugxNgGVGwmapsi6hBy8BNcDD8huI0JD6KRF8nvJJaVpo+adDKFoLiXLpk5jZoHBxiWGkw26dmg9Siso3aO0vYU+pyZ7DmUq9SXIhfdDU5R01GJllatWKoV62JOb0t6U270i1Cqo5A9tVonVB1BxYBmEIbGjbnU+Bkb91FoTHru3M1Y2uC0aObporpX3OCkOKDRZTijTilMj3JQaCiMb0xYGIEeXAAOYsM3JOLDOLyk0mA22Qk1AHr8nfzvEX+L0e/EBh1KbEOwKuGskByrGffFHiduwbHbD+CkTN8zgjYP0EavC/Apr4KLv/14fwRUsnfIzvpVey74zfP41rsSz77pJ9FLk0zu/JtlDry7eNMxCizt5eBkGlkK0WpCewtfop6LOo3waUMrHMpa5o2kbiRqEBzuG3o5YMolSllO1N7GRyTNGfjr2JY0Zsba+GvsmeIOt9UdbhXHPF2c0Mv77PeGvRbmrdfClJ2gbCRRCSWjbxCMzs3x3CskzNS4oIvp1JkeGZWTzjMd5x3mvGc494udCExUaMKZ6zqcdchComuVjNpiPx63TYkfjq8Hfe4i6AtO1kaDCCyKDCaPacEZPaumeha7+dtugBOy1E4EPeG2sFB0nhXfKy37leVANezJ1UM7sLprg5OxY3I7zGjaPexQQbvwjHgYJC9oW7bEO409gbcrQIkRL7z0P9OjTGv/jcPpuPoW6bHcJEz0vvQ1Dz8JOWwAH3BxhZ60FtYr3OtWANKLZq1DlQ7pDKYQQSwrMHg9Q+28s2tlXCj/XVOrHhQsRZ1q4xtXpSqBSlQMbsWhOtsQ4Hl1eJnyj6VsqWTru3lKz8zUoksMQTQIGpxKmosEhsJgd2xHKrOxFafmgLNhfwPpn5cHnFX7NFUJJbRaU87usN8bpPZ55cI66t6l0mQ9XJzgYZMBibddnPThQs+cfHvD6BLblY5lbVmXjrPKg5MzVfKGOOSuO+DczX179agNEC1aDB6k4FX1sSv0FKQYeXFi27BEj+CksbA24wC6V6RtY6g2rD5P+iDyC09G59xdPJ6w7kJqB7xOQUw1bGGCh9FJdpj50vUuAhTpEjN3XgqMELTa0iuf4o1R9cKXqGvDQnQ8r7xwPZYk51HKluPWp4GafsF5d8BxecTHxHs5Ku7zfPEapvolntZnPKVbDrVjT1sWQjKrwY9rvnxXVspPxNPUlRKpmaY/LiAK6UWrqfLFp0Xs2lcCeeM2l0CHDM3/fB8gb+Ym43OFTM8Dm8LanD2JP4uGrrSsS4s2gkH5NPnBmaRJ7Sd8VaCsJaqXYNTlGqIYEWxF1mayzcZvHtM8g0V1ypvjdZJ5b6irAabDlFVjC5L8YenZlbx1wTbFfEzPdLZM6Z7elPRDjW33oKuRfZ0M/bq94wtszDsRjGyLtwVASd1rpyvKKRKO9F0+sGcrUWEdchCp8dXWaotA9RWMzIhJK/Z4gosEWKLtedIeAItzxXzlUr+HLrRnP6z7ZAbWhiO/1/kJ3OthXJj8Om7Xb9CqUAIrFZ1QLEVFK4tUJTAgkzYk/uWsSwQgtfB9HvbE2vcAwib9Sfg6tJRUdCzdjEZ4l9pzO0+K8wh+7jbP0PVzhmYv0Y/N+pBuNmfV77Gcz7lTvgwFLHTLwrUsbE9tLHVp0cYyayXgkh4lxgVgEo53rHCJfYFy5sRJ7ww7NV9bl447c8GpLjhTFWdixj32+dXh3YkFysv4bur7LOQKLY03u4ugbUuo8FuP+prs/AmaANlYxFkPy94PjKWEtfGrS+soTg3Rh8f94NdgXllig5mULyH1JZ8P38t0FzHc3//60XgtT+1cFhPq31UKO1O0+4KzI8tqZlnW/scewQl8qtrnvthDYagY2N9veLZbBcGs4KzQLGVBLxQam1jQSna0gYWMUaiOvl94QXw7p5HPAPB60fLp2X3u7t/gfcWn+NL60zxbnPB00bFXGgbtQgWdQA+SolPU54UHy5PFv6lG+4Q4h5aF9BqW8x6xHDyjOVO+SgiSZiNW+mAcbj1gz3vMeU9/0gbjuMnCcAJQhBLomzXi1gxzWDDE1hZOcDpzVAPcXxheueGvvRsrz7zevK+YaUWpJfp+F7xQ2GDD3LbKoGkFT2TJjUUY4asCjYPOos4GRO+QvTd+G5TjpDIMpRevtkONsyHlEsLK0e3KSYsd28KP3zt4lsSGgQCNmdEONcNQM3Qz6Gtku6A+O9yoDLJy9FNJj1lFL8rgHntxhHgngZe3BUDZMGHL78fIwUlG2yWK/JJKDydDuSsgMgvn6JEC/kKOk6INrxfWr+STGHIClP32gsr6lEYZVvRVP5a+1mHQqAaRdBp5KayyHtQ02tArQy8FK93RCUkjNb1QdPjy2AhWDIqB9Ua5bG6jXNGltIV2gSHAhiqdgRUVRijO7Zy7wxFnwwHgL6Zo5d318+yCmiOs8rb8RUNnas6GA+7KFa/IWzwlTsO+rIAe5SKV64gGLFc1vttWGZOLFKNl/aAdTRVcYTN/k1fLOWey5pQ5J27BuZtvgJPINuX0bWKQhHflxW2K3FRgvIq0/1ekYfLzNF/xhQoG0RpYG9xphznpMKE7bfSsgG3Dzy4eOuKxzyOwCxdaJ2Rah5jaGUoPgNvCV4GB1530CpZa8oY45GX79Mbb367v8ow7Adi4RpduloTwp8N+SvEoMaSUKYCQPW4okGaBEwaxPGLVV9yp7nEoT7klj9mXa+rCIJ1BzSxFCXIuUg+pvfqioDZGWvyHa8zOlBeixofjoi6MqaJUUCvfNVwJX5pLWNAZi+r0Zson6j8g+5/10yoltpR0tV/AtdrRaJ8qOy79tOR7mVn2Ws9clVpgKoFS4gIQ2g5OXEh1BZAyfV0AJv62/54S75elBt+DCxxDSMM4lwOHoEGB4BprPXuSV9hI45sGhgEuAofelptFDqHAoVgvUFlLkyi6zXNfzimMs0jnjd+2gZHLSpLfjvHEAxT3A1893skAh7+fpXMycDIFJrE/C4yr71xvEg3DUj+OwYKWvgKjH8WYsW+Ek55ZAZ+zvCBsHCL4IbEsZedBSt2Scth52shHppdxjko4Ku1dT3vlKGwwWVOGXnpzMSRUYqANnMgUnKhMS1G5ntIZZJa6kM5hhaAT3ihq6gVy3N6kH7xJnHMSM/hunuXpTb9aAFxl0sVqgsnQsd1HywCORE8pDGSMxDb9Rjy2/jj6wS4HKfljQ97sr3CczmwCJkutOJMVn5S3OHF7wTq6ZGkXiTFpbRkcPsdLwKCBNrFRBukFzhEXZ+BkFEaPFUnx93eS5JKbTOcgna/JEbOzcNphTzraN9YMjcFZx1P/v2N28eYiucVO40LFR6ZZm0xeuYAzr/yLupNGCVZK85q7wcvDbT7ZvIgShhvFfV6Wt3lK3QfY0JAt7ZxTc8AqVGvEyotCdmEX/IQmpfXrJSuRtvC26usDzrpDPque5ZY65ml5Qi0HimAQ6U/DUGFkHXtzm4S7kV1Rg7gwZgkbynnnPi0kpYDSJJBMoZI/StR/eG2L8qJcY5Frc8FvJIKUyKzEUmYx09h5aNQ3N5zOLWcV3Ks0Z7LiTNZUrmchOo5Uk8aGvgTdkRqOouQmQ3bp7yw3O61HfxSsb1Da2bD9AEYhaoXqxs7HSztnOeyjZFisBCCyjadw0lwqkI3AwVrlwUm7h2gWqGaB7qoLnipb3tzrC2WfSpZzt2IYmwa+U+KJByhpALkOKMkBCZsMSnSQnTaQk1aEiosJUBlsUqKPlSLigiFX7IKatlPezyMClPg4+MEhT10MyU7+YqVQ2QsG7dDGUSg/KEZWpdCOVjmU8hRyH8WsE3CRsyTKOW+hHRoX+snW+7EYAVI6rJRUoTuycZrO+rzoMFQJObiA8IfZakQPZQPCpgt4cD7VdO7mLITvVSLD5H5ZbArkws+2ZVG02UuHJII9qeGsUCylLyG+J/b5pHkuWUfHfYopq9iwy4iBKk4ObBfCxTLjGNKSOhxPUzwQAUpw/yzU+FrjZzfZ+KZvLPtRiNgYbG9T+nEXbzJSSWrGnkix+R9G19NtOhT8Na47384BoCgtvYZVaKHQCcWdYAvQ25Lj7oC769uUqmG/PEnsXBRDrvo9eltgTIkL15RSPUr2qW8PgBAWdA+mRARbddqa89UtpDR8TK2oy5ZW3cGIUxrVYxAbvkv7ZUdtHPudYd7BopHUrUQNcsPlOI6LAEJ7fYqoFaLXI/scjCsB5NqMJb+BXVF7hQconU2usb6CR214sIiZhhsVw75ieeA4m1vuzzxr8oo+pA1TkhESJW26tgbt6EtHUQrKSuJ6icibwuZ6mwxwCoJIdptXVgApKdNtolX+2PDUCg9QelPS9cFiIZYRXzBlszjhn0OOizYbfmdjFNZJjCk9cxK0JrqrUEOBzPqt2anXiVW4ocDIHqixqkPakDoKrRTeifHkA5SpviQo0Z0SuEpuNKHLPTGmqZxYlWM09JnQTVq/sig634xKDgLVetAhBjsCEAmy23Q7TSLbKLirFa6SDAuFUwKZ7cPUqCuGqbzGZSr+9PvqkiivKxx2GCf6wjgK7bt+dkJiRZf1/gmHLqwafAdlFyhTv7qKbIBy3jlfKYCOG2IJAt5bfZJXQifPVb+XLrJIV3LwarrYCmkoVZO8HM6GA5bqjD25SvtRW0MdBMoRZEQB3LZyWmHFht9MXMFGcNIVY0rnrIJXqzoBk7vugDvmiNeGp2ltSSW7jZWGEiaBkrlaoRmoZXfB1tqnzSbHNOySFX5fPOvl0F0GfJPQWvnyTyW8QBO8DffSU8sxf5/7RFzb9GoXV8eyz+wFQsTy2stSwVtCrQ2zTlCfSJyUmErR13B+YJkfGXrZUmt/ndRqzZm9wTBUtOaAs/X7EniPzeZkdIM2CqcMwijavWOolkjdUhStTwtIA8oDfmklRTNHGkXfVZzPnuc/7b/Irx58Kc/MPsuX1B/nffozAJ5Fdd4WQEvDolxzc3bO7eGUp9ueW0vHbCVRDeRVq30N1CIsDtRGg83IVkrrX3vwmfwACcRegQpVQM7YsTEfIPcKD0pqBXsFrlI0Txcsjxxv3Bz4xA3B/1R8PUfijC92r/C0PfOvC2NWq2FdOgZlOFkYqgPBC7aglgXaBOGzceP6IUsnAZ4lmUoE8jBus+wZEMsBeVAgraCTgtNun3W3v6G7s6oLjdjwbMkUrAiLsxIoaJtDf9uGHh9WwVD4cyEDJXKySo2VjbL3Qh03FNh2jtU9verpyhVF0SZw+07SnsR4YgGK+8EP4GZqAw1TSvKutd7eXGxMCk6O3hLLn/Ht660fG9KEH4WrVjikEwxaUEsJ+A69wgpk7yC4zHp3U5CtGan5HK3HMraw72KmUjlzzrLI4eIFIizIQqB0zuqQvstWd1LrQYUMYEMKE8qWL248bYAXI4KT4OaNco7SWRa2Awnvkq+jC0MlWk6Lg9RTJE7sQCg1Lln1ezT9gkI3nnoMZ5XGUAftCRB6+oxVVFNPicvcU8ftPKi04X36YL7WS19FkTNIt+QxjaxYMmdAp4tXM1wAIj4N1W5UN6VjfaHUGNrCl5NKJzdAliWwZhqi4ZwsZGh6KEcNSqiSwNixMkIJnPVeOnf/j0epu+zsxX3kXpGuA/kdv7z9IO0ihftb74c9vbWCZVsqOHnTSFDf9rMA2H/4fiCm43wKBetQhaSoPAthJazKgXcdvc5dfcPbABRLlkbj4kXQjT20ZFtTNqPRYSwddet9jJXYGRhp0Tqcf9HTyI5dc4u29gLOvmDV1Xxqf4/uoGKYaZ5VdwCSWL5xJbXoMFKhlaEuTpmXNgD/sQN5ZIPjGBlF5+dzk3Q3ynq93KF27McxLzYwNM4DEOsQ0YixDJqPgxJmGjfXvrdZAHjRvkE5xwvydQ5Z8WJzloTFvfQFAnfLguMypq0sR53l1txRNL4DsyhVSjn53joZww4+hQPJVfZCTL1ZFgVuoRlmgkHHtLXGWunByVAgTemZEmlHcCLC7ZimcRL6YEowFL5vz4TlEKEaaPOx0fAtnbqBtXahWzKmxKoOC3ROoXWLdZJC9rzvzo/4c8vJZDkB8Kln/3cXv/vbIJ5YgLKxyonsyQY4GdM2UcwGm+ZWJqVQNi+8IWg6BpWnHSJeFWFlIbwALLhzJOYkd6KEJPZM+oIs5ZODE2HJWBf/UU6JEQyFhnMxLRSFtjpOztnknje+K6QL150brekFAbAEIBDSQEYaamtGKY8lMCoEq34bGBrHc/peMo07tvs0QcxXB1ZlcJqlnXNi9n2vCOsvoqhU18KghVdyFMGUrjA+NbIp1nMpffYgQ7x4P5Z4jt/V39bOf+6eWPvBOexrNJaDsflXns6J+xoFxfF2xZBSYbGVQXST7TXkDSDVEAR2GVBxkiS49C8O1QZx1RdCKJm8JYCUWgRfysna0+hTYeAurojLNAmXpISnLEqq/MvZ0t4iGoPrFRWaQynpCsVzh/d4Vd/xaU29T1fU9IDVdZrQZFujhoKi3exOOxQ9ti9wusT2NUYNiMwe3YlYuhoYCesnPgDOj+it4lVgX58CUIs2aV5aVzEIzbFoWYiGG2pFqzsGDXEvctsF8GnnpvbVSq8eOJZa0ktJYS37vaXqHRvUcDzOcTyMgtp4rA9KzL5OpdpOQjP3ovZeOfY6+Cb7SaSD504ERopQgQeN0Lyh9qlczyAUh3aFci1N7ZiVAjtXqEyDIrLy5gs2E9PmovF3xiaQAkBvEI301U/Wj52dLX31TmA9ZF9ii873QSuaiwxKBmSwMnU+jmFDt2NhVAApV6dnhJUepAzFaBKnCm+rYAr6QuNKiVMKIUwCJrGVwts5nlyAsl/CPLNULmTqMOy0bwwXT3jYLFE9/fmXvNYjAygRnEx/r1Xp0wRFCYNyDFqGDpWM7c6t8iBChlK5aFSUa2PC/bwDsg+fAkh9f7K0RZ6WEsZb8cf3iaZkZSOYydihV26U1HaF47y29CpWFTh66RmFpfYi2kZqVqLCIJm7liPWKGdSxZB0MA+kyFw6eumw0nKg77HUJ5zJO7ysblKpzpdQ2gaAtSw41b465le1X7nVsk1GZ3tixW1xn2fsKU/1LbdWjoO15OZ9lbQ3MawEyWRCmTyfzJzERdBSWMfCeiHuQrRYJJ1QPKVOWSrvFhtXlLH8GjY7lcbHatFS07EQDfu2oXY9pbNjj0IhWJV+cG21oyoERQlz7Sg7maompA3nQ8iDp8j8GcCXb0qgOCyRpUGuB5wNFuG9pb/XomYDcqZ9dc+lR2kXKWp1UZMQhZ5FZGHFRno4xvA/fxAIC4W4qMhZU2MRnUU1hnlf8Oygee/tE5b1pziW+5xq7xu0knusncL1FW4d0ouxf1Z2Auu+wOjC99Yq1MYKS5RrHNBJw2BKurbeEFPKoaA8P8I0C36lm/Ox+hytGwrZI6Vhoc+5UdxHi4EjdU4jChrV+/GjFMEk0X/3oYT13HK+sNxfWO7MJP+hehcnbgHA8/ouX27vsC4t7aGmokLWCtEYn7bMAEo63gvN+RdV3L9lOJsPISULb8y8J9Fn1S00lt+wfIP3vaZ4+hXF8sjxqed6GuUblM5d64X9rvXd2KWgKxzNHOQgwWrvwVLKsSInj95sLnLzajrjfKkxbABaV/tGiWdzy6mqWfW+5Ls+fjr9hkb3DGXrAWS1RJdrtG7oujm2myM6n8or1vPAem0CFFOM1YHCyqQ/iaXKuQZFWpV6r+Vh1nOctAxVw1AtGaoVslyN38MpnNEbZdFvt3hiAYqrFC7v+RAGFKdDEz91EZzEmAoucy2DtCCFoDBxO78al85T99I6z7wMQKjaiWwGKESlEHa0YI6i2zy7kgOUvHMvwDRNuC3/nYOVPLxeBYwWDCFVBX6/+8gGac8q9MJf4CtRUTnfT6Z0JjnYXhaFxaezrPM9RrRlLl/FCkHhLHUQHDaqZSFb5rIFDZXoWNBww/kOzAbJwnQcDR03GsfR0gv0RCi9zn+n3PBu49hsUdX6FM8INJXzv11trG/oJywGQS0ESloq0aOEoabjXMySpb2eOEMm4zoMleio6CicoQh9k1TGlhh/KmAEGOlFzNq4UNU0snDp7E0W3RePty/jlKFXiP8Bh2XvtSjGIaYmFrt4cJTKH3zlMnG92AQnIT08DRd8ai5Euk7zwcVf3/PBUTFQy3Zk6IRBqZ7B6Gu5ik63EcJQVWe4cuUrPoYKW9XYdpE0LHHSk1Yiz29i1vsMZUMjDaJo6We+C+6hOgMFEt/MMK9ejd8mpr/XpeW8hGNdsqAB4a+NuWtplGRVGtZ7XlBflgWq04i2uOCY7GqFOSj41Is9r+87TkoVtHKCRhS8Jg/5t/2X8y79Gl9U3mNVW9q5YjX31UjzwQINh53JusBHDZjCSYfV3kRPGP87C2UuMmczlX53/6XDwqAxozGiHfebRYGdK0zQvixF5dnhCdPhpMUWHa5eUlRLDmd32NNnnBZHnKkb9KbwVgxWoQadAIhVQdXWFwmEpOcCMIlsWUwBJkBqLqaEUnmzrH25c9AwTTa6+uR7guOJBSi2Fth6PLCRNZmKYPPfayqM9f/jZHhx0JF2LBu0IjIoXi0OIjmYxvfq68hsiCS4HcqMqreb6YuxY+/4eTH3uy1y48HkxZJ19lWdH1RNJTClQId25GU5ikaVdVA6CmfpxOh3snFsQ/qnn7ZEx2tbChs6i1qY95ZeWaKnUTXE7SyrwrAoeirVU1rDvm3Z7w2F9TqRwsJeC3uheqBuRsfdvFnjtONx/P0s2cjEyKL432tkgAoTUl1J6+JBmEGCXIOApbDgQjpnojOJ4d1jvW6muqSixx8//yfFmH5bV46qB2kt0kqM9um5DcojApVYXUDQpYTHIkiRQRNhOovtLVyxL7vYEoWEKjvweXq4uCiqnzZudDJjveQmS7rxGeH18VxrgrfOVbGtA+5Uc+A/1jIvfMNOW3qn0aZf0BdNSCGUAagUyL6kWC+y9zOYomd1JDG24G5xn3Pt+/wUoWFqHJsg03gJNjRdLd4UEmAlKk5Vj5y1zG/3zDpJ3QrqRlKvNPu/0mP3C1+4IAX9QnB8y/LLtxTHqqZDe7F88BVSGN6lX+N54dnXtnCs9ixN5Rdah63jsDUcrsZjH9O6UaJjwwJRWIXErzhFHC+CDb45LDyQiVVKxhvXKSmgztgx8N4sc82wUJweGe7NBK+LQ/q+Ais9YAjptqFqsNUKPTvl5vw1blevcVu/wUlxwGfUC7yBX490RlGux27E0qhR/GplsmoAD16M7hPo8OeLusCAxHNI98XG6wfA9hVkIEVIi+t3DMrjD3F5dc62tM62sJPtYkQHUJS/Hacq7w4ZbKw1MPj8tLdQd8kYLPlwiLEaJe/cOzYOjABFbAEq4Wtmt5MjLb4Lp+ht6s/iG815K35hJbIXviwa6b1SSkdXWrrCUQ0OIwZqbVmonjNZgbAUbpyU+zToboIUK/21XRsvikuPB0Fx1fvHeuWYF455MVDU5yjnVz3zHuqe0JXUD2LSjk3N4nfOO0nHaoKpkZQJYlO0ywbRkT2JhItyUBuX9CgFUWg3gAUjWxAwCJnM6nKAkncyTt4xE2BnhNgAQP4/WBfSasrxm/c+zK9++gPowVFIMTJ9hfRgM+gY0m+vBA7v0SDLMHAZiTMqpYB8VY8HKTsNyjVD+hV8uh11JoE1SXo1NV4D+UJEhPScwPkO5/iLQkgHxZjatZViKGGlJSd48atxOvTUKTCmAFNcEENKoy6WkcY9sTKVH8/Uikp2DE7RqYpCdZwBxmhcUeCGAtfXIO1GqapVhqKBte7ppOVudYtXi1t8Wp+ymH+Wd9UWPcjg0RT2yfqxsBoElfEp00EqWldihPGu1bLgpGw5u7mkcF7Pthh69jp4X12n79CVjtO9gZePHL+s3w3AASsWtuXAdBTW8TRrvljeobCO/d6GYgXfCmPeCqTzXY3jvsFYQFB2AcBrkCUQLP49MxEWdYXE1pL1DUlXExadvsWG7gQzrVGdG8dYwM4Vw0xyftNxf99wryx5zT6FXR+i2oVP6YTfzVRLxOyMWXnG7eo1vqz8OC+K1zhVCw7VKb8sBj7rJKaraRYVRVujstx2BBnxrPjlb36G9/3Up9Nn5ABFWIkK26fXBaCjJpNbV9X+tW9fTLIRTyxA0d/yY+iDA9p/+aGtItjLwElu9rUtfBtvf0LGSTJvla5sVlkyMQM73vN0Y2RcpBsnSSCxDIWJK3vv6lj2Em38hbXNNyNPdajBVxLpNZ5C7q33zOiMb2wYSiVVKdGFpJirlPayhR8wuxoWh4Z1ZVmXA40e6JUfSKOAdqkUtTDJ3CkegzhQaePBiJ7kg6IfhN9vTwsfzr1fQWG8IZRfVY2D3za2K28PUCydr3DKGzcWkm5fBitsEUp6vTi1V27jd4CR2Un7JhzKDfTSsFA9nVhzU/oVqXKjoNgGMzaDTH4xnVCUIb2jgleMmvi4xM+1wgPTyjr+3d1voCp8R2sZnIjVQqG07/Aq5ciejBbdNgmt4+HJLcP71YAJLJrtDN13voh+du5Fs3/8F9nFxRC/48dxP/FbRyCReSDBRdZkymg6Ca6UqZmoAzbKlaVnMNt9wfFNw8erG/xi/z4+1vw6jtubNO0ezha4vkI0vumbHApUELfm4MTG1XjRgO4Q0mKtZz5Gl1mDEgOF7KiLJb0qGIYaIywOsFnlhxo0RVshrUT3Bc1ynzvrfX76xgF3D26wLH+Rp299lGdKy8G5YraSY+ViOA7xfI8NNO/YI47NPif2gNNhn9P+KPWTmakVT8/u8NRX3Odd8nUOxZIBRUvBZ8wz7LkVXyJe5t39MbdXhr1WcHgu0yIOfAojNzw02ldIxQWXFCKMn2LDHDHaRwBYLVB6nJVNJWjn8LEXO+7MBcdFQSMKCmfYNx3vObHsrxR165stCivoS8f5YuDVQ8snFzW/KN/Nx7oXQRrM4nijWkeogbJccVTd5T3FyxyJc75u+RpWwHOze7xv7zP8Sv1F/Mrel/Dqp74xfMfN/j3xNxuKni/68Mcxdc9w41XfiT4gZjsUOHmTYh3N3GQ6jyKDElM/wkpM0WOsxFWrUbhrFS/84n9EZOfgJ7/+S655NX1+44kFKNviMs3JtrjAmmTAJD5vsm3G/iqb5lvRSn3QXuBlAq0fwUgeRkArQOpYwust7SttKYZxBSCzwSAKQOM+6lBBZLVAtZMvZRxgAqfsJ3NlHC60OHeVZ1bUIOhLD4oK45iF/jRFYcN3ENRhVE4pkjg4WX/fMyAiHbcpuIjltVbCLLAksQV8FIrGSMzRlt8pll+L1noDM8aVrRwkQo/HDFxivtK+uCxV5DaZGemgl45KeQfeXpqkv4lpLkNs3igTY5IM7ayltC7Lf48MymWmc/H3HLRDa58WjCu8JLI2zov3jEN0oZJASURJ6ugsjUSWvjmazaoMUjnkjk15cOQMbOYcnUcExLlp2eb/yPplYvgAdvoSmsrxBoe8PtxiOexhbOG70ZoCuhph/KSwrVLDRc2B7qFsEEWLkL13kbWKxszobeltBEJDuc7UGFN4UGK01zmYEjUU6L5Ik5U0fiIr13OcvEkjDb8qLOzDl85fwYglJkxgpRZefK/wlvNKsJQFDQUNJed2zok94E7nv+PZ6qY/vNKyKlac9kfcK+/SlFVqSLonVhzJM54Xd7g9nHKz9eBksZaUnUQPF5nleGydneoIXQLxuQ3D+Ly/7nMTzq6G5Z7lzlzwcrXgk+IZ37VcGBaqob/xWZ6eDakrdNlLusJyMnecVJJ7asGx3ae1JbI6xzkV/GksQlick4jgRH1u5yDvpkXrU2YJCpbqNU7KfV6ZnTKs5/48YLrvdtScFB2iaCkzoavRBUNfM2TnTy6qjWmiBFraOlX6BOSZDlKsGtqWZnxS420FUCINK7MTOKdmp7Fp9DVqUdLqN590nWdP8vRMHr3yKYQ8nTcVm1pBSC3E98xs6rX3OCjMONFOJ39pHVoLf9IVAllJXG+TkDKlB6wDG7rkGuVpSiW8u2IlEVZRNf59pPWTZdU7ispXnhjp0j5GXUm0b1fWsyfztdwKTqz0NGwMPQhqZJbaGgeQaSuJ6Uo1aU96O7qrglfky1DmHfLlevDvXxiRUj0JOIR9VgFgxqh6R69Jninxe0eA2UuRfrM8RhO70cxu47tIt/GawrrRs2kD2Ar0FhpaRH+fznhGJXhHuM7/ILFjrCx9WatSIrSwl1ebTu3igXGpBcCWmI4rU42bk/68OnczVsa7jca0DkMZJoNxUsjTPLFaw4OUzpuyCet7rYTJZ+mOvKNsCGO0Bz/R8Cs4kRbrBUVbeebEhCpEIzYmIistK2n4iJP8u1sfx8w/jhXngGHWSqx0nM4t92aCe6V3Y25dmSz6c5v2sSeNxdiCQnUs1Ipatjwr7/KMOE7VNzf7NUed5cbKgxNtNtPeasJ8mskxt9l4v+kRNdLXuW9UZFX60tFUluOi4I444DPmmdS9fCFXLHRDM/NdofcKx7z3bPKqgKVSnDIPAKViUZ/4z8mb/Q1eVzJXHkw0ruTVqqYIhQgz1/OUPOW2voOszunn3oCuaObo/mJFjpP+wCjVU6omfV4vS4aiwWQpnhycxP9WWoSV6K7CScMgQ6sEabxWKWNwHmip/wTFEw9Q/PXpfCWMvBqkXAUMN0pVw8BihdtQiEvnqcSolxgviAdPBpupHpEYluhf4u3qvYh1utJPnibGpwf04ClkYQTMw6QG+BKdyWjamVRCJyDoHTx4BpGYjmibH9mUOMkDKZUT7dsjCwIjhdqVsX+QL9nWWfOxCEzyzs75wJP/LNPfyPvDkPXUsMRGbfH5+N5lB4P2nzFssCiB+nXjvsTPSpoh5f/HiqdYlm1CiiuPyIyltFfU3YW0Ehpkdu6o8HvGv/yzYyds8KtxJZVP3RUBeHbWg7HNw+LFsqVEFjLrabIDJw8VQSgp0jU8CiVhTO/Eqp1pVY+LbBfXK4QwtvC9qkJMjbmstMFiPgcOZmOGdVYS3UrTJRQNwKxC9rVfDVuF6gt0V1O0FfX5AmkEelDIMKBYZZFGpIlsDTTAz81/A8NMY2a/SqPO2e89s3hSekHrsZxzwpxzN/Nl+WKcmIFRgCksdbHkoDjmK6uPclvc52l3wlPDisVgqIxjv4VZ5/sB+bE11+aRfod4jEUCL7FPWRirbD5+j9f4BWF9ACg2mw9ib60TG3ogqYpX1FMo5XV5he3TNd9LEbpO+0q/SrZUeo0ShlK2yeNppXyn9wN1mioCe6E2dGsKw55csahPOLcFn/zK38R7f+YTwEWBazofrEz9mZQwoDyr4pzEmRKre8wWg7d4X/eFr+gJ7+2EQTi14bmyY1AeY5T/9U+l281PvLQBUtQWYDK9nwSt0vdu8f/HahAILokhpVF2kmolEgDyLILACklbGFo3pnlgZFFGssaFdHUUUgqMEvTSsdKklXmMfIU+xzEfPJjoal9OrGYKtfA+LGpt/OQ2MY/yXyKWUY7fXXejMBVEunBjSWFTWQbl0EakXGzRjQr/+P3V4EuDow4k5aqHsTfRtJtzbBeQfpNAv27N80i//74hmS/zs6VMmgE1RNAjKLpYkjcyZMJudmyNlblW+wZjsQNy7iEzbUKchNPxfrbByL55oHM696myyKZFzRF4jYwJ59gQU1VWMJR+/8VcUFXaG0ENhXcnbi1iOSCaAdFZ3FokFgXAdnbsDpuBFPc/fNVGqsed98k+fzjvGZY9/dIfDKFEcqdVM0359Awx08iZ9g7NgPijv7Dlx3l7RnSEjeH9TbIKD0agkvsZbYhlczO9nHmx/tyeScH+XPKieJ0vqj7Fctj3FR8FONVjpUGIml560aMcio2eK6nMtA8lopAqc3Rbo7s6+/xxAlJ9QdGWSCMo2wLVS+oTP0Z40acHvbYufSpq7mj2vUjzHPjM7H2c9kf85/LLuanvs6g9C7C0c07afYzT3NT3x2aHU6C1vAnS4OpzilnHu6tX+PV8ggPTsD8M7Pc2pU7qTqZFTwQmahDpms6vORMXhMN4/a1mfiE1ZKBDD14zko85Rvu0jssWoWUvuN10UL/GoCRLu2Bl5qzMnHM3xwhJ6SzVAHttHK8dRWE4cQt+ef0lvHzy6yjLFZVuUMIwVyue0sc8Vd/nSJyxEGsOWXmPKdNQGxtSywNz1XGg1rx68O/5SPElvPDyP8Ud3KZY7SPN/ggy+sIzG0NBB6yqJaJaoXSLCu0OEJ5pM0WBHEZwIzPKKd4WUY/SVQyl1wmocO5FBuZLf/xVTOHPUav7sSpp/w5lsdqwzjdOsWyOMEOFW+97TVXw5HHSYnTPp3/Tl/FWxEMBlL/4F/8i3/3d373x2Jd92Zfxy7/s7bebpuFP/+k/zd/7e3+Ptm351m/9Vv76X//r3L59+7HtcG7NnMRuWya98UT195M2QI20f3IgzbrTRmbAV9P4/2Xn2RRfwRJX3x6cXMwpgnRjCmU6Efr7YeINAkxpfVlvTFFI60GEDQZtIkxuRaFTmVzqE9SPexD9HaweAcYUOHinWl8CKwvB+cIy6wgrlnEAIYKUeHiHfNVyMXcMm4ONN5vbXOnnFVjA6Lha+PI+JNhKBcHvZo8eGZiWnJmx2Yo3gqJ4bACGRe5bMK7GYopqTEWJCTgZv6c/j/z2g3ZI7c8DK9xGis8KQjXgZvmztC54pAhkYp4ESotQ7qiQhUSlppjDBpsiM3fMmOJxsQeJ8mmfaYfeyLakZpdRZCsdMu898jmMz/fYIbLqqUnV/ZUVD9NVfjy3ZOdQhUJawU17zrP6DmbxK3xEGFa916J0oVzUdTWDtMg2dAUPdPy4PzIZcQk3poW8dkVm++InF93rBE50oyhXEn2vhX5A9IOnGwBZlchCo5oCYUoGPaebrVkPFcvuAOMU97qnNtI3Uhpq5Rt8Rk+XxpaprUXTL1DrfYr1nObma7SzewAXe1bZkdncZE1Gi/3pGJKDw/zwGAkG75g97YLuwkKzL6GtbTbe+3FaOTiVNS/bZzgx+6yMr7YaUFSupza+8jDq6HplUDjuuCPeWD+LbffoILmzGucZpffpT/GUOOWGO+fANtTWcLM1Xs9nABxnlaUsLV+sP82y8t2rT7o5gymolvvpNy2CJ4oXNyuGcs4wWzEUDUPRhBVeOC+MSoLb/LyI55XuNQOEdJ/f1uh+K2sirPdJd9b69x6KJND2Pj4miaFF/NF056vHNozk3jpG5qEZlK/6qq/iX/yLfzG+gR7f4tu//dv5J//kn/AjP/IjHB4e8sf/+B/nd/yO38FP/uRPPp69nUSe7slzl1PtSU7xRw+NPnQIHqtXxjTFSP3GZqeCUsKslShrk815ovzzsH6yKsJn5BqHMSUw6ie8/sOnd3Jhqq9Iy5gW6xkVaWO/IBVW4fn39hN7rHialjNHK32XXcTgDYkg9pbxE3kuCoxgjclj+b7l4SSYMvhJ5CxKRr/m+WcnBW62CUw2jO5ykNWOxySv7lKtQ3UOuTKINho2lcTZJ5Ysx9YBuU5m6l+TPmvwx1xkv7GV/rcaTOgDpEKGSm1qkry2xyGt1x1p5c+ZCI7iKtJqgeoEoleINqR6rEOES1PONMkBM7EnNpQns9GN1W1rO3+dyN/7LYzP69gRAcbk+MQ0TjRocxmTEiOlgaxDNja9TrWOshMcmI4Xi9dAwzBTvK5vcT7scy4MnZxjVY/ta5wwfjAfNhc2wiqQvhPuxi4rkwb/jbSQ8gDHKovqNXplEecr6HswBmfCpNI0UBSItqLuZ8AMUxyxemZOHzqPW6uStkWoAa1bel3S25IhTMatLVmbOefdAUM/owz9gCKoqoRfpXdCYcQQDAz9vkZgkl9n6W+4KE6OY0Rs6NrHlHQYO420zNcSFV7Th21XM8u6CtfaEAW1jrNCcl/scXe4wZ3uFqt+j87U/Bf1JXz1/OMU1nmmp/VMT1d4cfxddwNjShhKrJjTWe/4C3AqW4ZKUdGzsB37w8B8sByuPSibBTamMBblDM8V97hTvMYbxS3OypvYwoMk1RfoXifNEHiGbChm9M2coWxThZdw/nirUInj/zan79jHJ4KU6XPARsfkjeeN8p2sbYG1A0Yq5LYOyaGnUOr8/Banix4aoGitefbZZy88fnJywt/+23+bv/t3/y6/5bf8FgB+6Id+iK/4iq/gZ37mZ/jGb/zGN72z9W++fLA6+/BLG1d9ZE9iiicyJ2ODOb/dRtVHNDDK9RPDCFLm0pfRxve7WCm0+fmx348XaI6fFzUo8WSO2o+xWsWX2A2KdJEC6eKL1TK57mMaUQdyIdebrzCk35dWA6V3Qu0KT43OVzINKtu+n9GZIJTNzzEamgO3MSjF1NL5wlL2gsW5L2+Mx9pUgr7eZFiSR0NkR1qDXIVKn0J6x8fSmzDJAZ8qOet9J1vjUJ1FHhSYg4J+MWqKtjFB+edmwvf0vfPb8Rz64OHPAfCj3Qc41tVGq/vCGUpn2J8NQURrU7XUXuPFvj6l6P/mWnuQ1ahkIS5Kv8IRndwAH/62SfD1QoVPeEyWgXGZMFmylIj4nLGX9il53PH5HDvU//5nL33O/OMPJL0KTNhZQkqntykVhxK4wwK5Nuwda148Ncznr/Ou8j6/vvgE98s97roD/mP35dzpbqXSYysNgynQxFVrAB/GN4ET0msG0KM139TELbqLqqGgWs2RRlKsNLLvcV2HF8+Ha6QNgOdMwXHJ7E5N/dl94Ks5vv0q7cE9CCt00Xijt1739NKwkoZ76UMVoqtRzYJZM2d+ekBftayBQnXUouW/8CJaGG6X93mPukNhOuYBwG0zsBQWn5JK196oeVvPLauZ5by2fOpA8Vm9z6/xLMduny+Vn+Jb5escnvtqoKa2/OJzjn+g38+XqU/x3uENnl/13Fh50fx8cDxX3Odril/hUJ5y19zgs91tDtQpK0a9kA0p4FXleKNY8Pr6Fv36ADEU3pumtwy64twU9Lbg1foWh/qcm+Ic5Xy15uFSUTdjhdK8thwuHb28C3N4rbzF3eoZVu0eH/lfPcvX/48N9VlJ0UqEAVM4unmJKQ2DnmMKQ1e3NIvzrIy8QA0a3WvKVntWNKtQtVJglaNoyyDALhgGvXEeTbUvKrPRH9r5JrhRvnWJc9KXzXd16isVxbZbpp/HFg8NUD760Y/y/PPPU9c1H/zgB/lLf+kv8eKLL/Jv/+2/pe97vuVbviVt++Vf/uW8+OKL/PRP//Slg0zbtrTtWE97enr6CF/Dx5RJ2eYeG11ANx6bpBJknwvjRk1GLAGWFrQUF95/qlsopUhAZnQ+HdML2vjJafQDmO6Xy0AOtM6lipUIVqJ2YjSG8/+Lbuywm08/LgNuab9dLgR1CRjJIFaLYbJjFS8MHfoFxZxyXibojZfG+11YFZV9xlJFQzIdtSKbuekETtbG22mf96EkN1S0lLGHRfiipYRO+kHaBLO7wSKDqjYKfPNB08mYUts8H3IwE/c/OvY2Gv75+v2stGSpSl6XByzxFL7G+g7J9DRiFSzzvbFVaX2/o3rwfXyqQlBrgRoUpRTp15KEY3Pe+yZoIaWzLT2TPxa7tkbQIqTYaD64IbbN43OQ9nmSx45tMW1hkcI4r1tR/vzcayRWWArbsa8HFrpjrlqOi32M8+XCXT/HZm+Wrzyllb5TLSS2zsnoKrrJqsQeLjZUglSrin6u0UWBMAZntxjAWQN9h7O+t/nNl28BcDoUdIsznOr//+z9eawsWX7fiX3OFhEZud3t3bfVe7V2VfVOdrO72RSXka1do7FgWmNQhga25ZnxGNCMQQgYyzIgyAskjGDKhoeWZQ8gGdAYgoYSpTFtkaKpfdgkeyN7r67qWt6rt98tb2ZGxnIW/3EiIjPve9XqFpstTlcf4OHelzfXyIhzvuf3+y6RfAsE14Z+NmtHXGUNuk5JixxTJSSVjmohZ/r2kA2aRcjR0nEgz2nahe2d2sHQSb8vzqEb15yAUipuc4lPrT7Co+qQr2fP8tHh32FQRa+hZeb5UnqVLy1e5pa+zo9lnyEZvE1mHaNScDgXZHbFleQW7zV3eZBM+KJ+jq9Xz3IcJjxKj2CnZlQ78lowy+Btsc/cjul8RIRXcYG3CSJdbB/a7nrt5k8ZydjSQ1pGFWUjPefklCHFt+2a9/7KEdNmiqkkquzUZAJn1ueFVyFKx73Cte1CLyVOW6xRpKskztFO9pYnEWt4vAp9C0fKNXU3yOh03fmndLd3IMVaQ1AGJxukND0PpUtzFi62HbfP3985VdC3BVA+8YlP8Df/5t/kpZde4t69e/zFv/gX+bEf+zG+9KUvcf/+fZIkYWdnZ+sxly9f5v79++/4nH/pL/2lx3rT/zqj40tcvBC2vE9E52OxsQiF7ftd5G0Q/dH7E0jbNScBxNZitvVeWo+QTeVQ/Nt6YVz7nmxXKoJcM9iBvpXQByeHgHFhqxIj/brCEqV8EtpMmG3Q1vFzQn88YO0D091n7ZC7vs3LuEDbtqLTOcUmpejLte+kduieq6sa9IBGCWy0jOgVQ11VqwMwsXLSgpPStXdYn7ped73t2G+RLtClS+NiWV4msiX7bh+L7nh3Jo9d5QrW50ZXQfEC6tZLptL0fhHnMuNuOGAR8v65M1GhcczkgiElKZY8VGTeUsuazAXyJpDpQKO6snT8zkC2eUwKkaiYfqxkBFzvAFK6zyqUXJf41Tt8Gf8Gxu/mueNJY/s8juRksZFMrf/wr1H9kx/B63hOj4RAhkCmPSqtUHgO5BlnasyRPOjlwh2/pFNTBOkJ3qMa8FJt9faDcrj2/50M1Xc7Wh1lzFVeMchSQpogmuaJeU9ABClAKEuSo4YdOUJ4SVFl1IPisbsLLzEtZ0ZZTVoMSCqNqiPvpk5tTPVtF6cdMacUCUOxQvnIreu4fRelxJ0UuEsx7+bbmHnWGrKlgkEt2Gka0qxmbsfMzq+yLHeYHSiuKo+XgYfjwJfds9ybP8N94RnuFRyaGdP0jFEJu+eKcRE3XavUcmV0jBtJPlV/jC/LF7CJ4nJ+ymRQcNXOOdYD3nJXaXwCPla2aEP4jKlIVMk4mUV1DiUmuPU87NcE3rUYwbPUilkY4oJq20bRs0Y4gWzoyc2gUE2bOedi28eZWDVzuiGo6G/SgYz+u9roLWsUXgm8D1jTZfnE+3rl+nPuIm/E03GcErxrtlo9EDk4PQ/mghroSVEN36nxbQGUP/yH/3D/+4c+9CE+8YlP8PTTT/N3/s7fYTAYfJNHvvP4c3/uz/HTP/3T/f/Pz8+5cePGt/08wx9et3+Ov/B74AnVk1i9iBdPBx03PVG8jD3ouODF2zfD/CIIEts27ZvP/8TbxZbiBNZg5J2+V8+2zA4iQCk33kunBOo4LaY1ZUttbBtlLd9kkz8R+osmXrBNu9Bu+ol0YCeee6F9/xFk1SZwOowLNEBeO/ZQjLrP1Yccir6Cs1mpSGgJom2PuFsE7IbS5jHuiyVaUa/cWoqcyBgClkalj5ftk3eGaLDlq4KPTrW6ju6SXtKnJwsvWkVToDaeIl2Tp9Oujda1riR9NauRglIqSqlZipQzN+59FrrefSoqzuSYTMQy+M+IvxnfnoK/Y3+ERrqYcyQDg6o7KeU22MpUT5oNdX9GvSNICa0MPRJqfTTw6863J1RP5E9/7YnP850ev5vnjk3Fj/2lT+JbaXhMo27Pa9lVtnS8/Zc+SRhEp2PZXjfGxU1Q6gKZcmjltiW6IZqnbaop6IPiZMxN6RaTTiba2Z5LH91m25aMtx6bGpq0osobRkZHvolzBOq+zfPY8A5RlKSzIROVI52gqlKatOpVRR2JN7YSItchqTSm1KhG0qTxfmkR+RwLn3NDxvNo4BsuNStGVQRu3UakGx046ebEToFnatCr7voXTJCRa+It54d3+Vx2i4fqJs6ZqIxs56NZorjbXMHWA3CGt/KbvGHe4KY+p2mt83tSfIDTPNr2F82IV+1L3NI3SWTNrjnl4+kXsCiO3S5SOLLREWGoGCbnDPWcXBVM1Zx9dcr75Jvs+IKhb2ILt6tgbCgdI/cRltKwCDlH9UE0ePMbUnADqtyUtD9e3Xzjh5/Z+v/Tn3kVaxqsdqRFgmo67iC4zpCJKDH3yH4C62IQNoHFZh5QzytShmAkzmmkjJWV4B6HCq/96PUnn2PfwfHbkhnv7Ozw4osv8tprr/H7f//vp65rzs7OtnZCDx48eGLfuRtpmpKm6Tv+/V9nSB/bCutqRWgX3vAk3NIreqwOOB1w6Ta5s1tItxJqv8nYvCjXF+ea0PlOsujudfpWTedcKmP1pFSCRkoaIXvWfHQ9jRyHzAUyF9tCWSXJfKdeiaNJAmXmKbK4EG9KZSGGcCVVV4HZ9hOxKrDIPG+ME5YyYehrLouaQe0pc0mTRFCSFLElk5+vXTzXx0H0YKTOIjARHso8VnS0jdEA3a4r9qgjOTFGuEuYJIRc40YaOxC9YgliJcVrgUw1slHosyZyOUqHlAIxkJyPPfPcUZpoylQpwVIrztSAur0cEiyZt+zYmsx5jF+TqaPBG9StX0IhUs4Z8sAecGJ3WdgxPqgtK/BU1kzUOT8p/zxTec7T6h6ZvkSuK6amYJg2eGEZVYJxEsgTSZYIEqNJmjRKkJcNQnlC7fr8noujLS4D6zaPNGtzN2liavLvhsrK79a5oxvbZO22gpoqGKvOI61PFC8y3/rrQKnXOVeqZS/XPsHaNBqrWfOYOkdWKdY0rWSzvY22teAlXip8Gq3w02GU/jpnsOmSpW7wyjF5cB1DXN7itqZ+5w9XVoiZJPMZqskpRwnFVGONbQPrYslDuvVCarXDjhxN1nB+8BBnYvspVCNu19fZF/+Ca0XDtIyGbPnK9I7SF4n85zue46nl7Ynk2KQMfcOLJ473fl5hzizpRuTFoRI8uwc//PQ/4mtXf5GvDA54GEao/TlLafgt+QzLOsekS5rFPg9nz/ArwrEY5nzw0uvs7y37BOUjOeJ1f50vFi9TzA+RxQ6rKkN6yf205O2nbvDU4DY3zR0+PH2FS8wY+7Jv0SZtmnvahN43RfpIiG8UFJknaSQyCT1AWaWeUhhsUCSywrVtEtWoCCw2K14+UI0d1sR/TVrjWht8m5aRp+QVCtPySwJBBWhANbEao6XCGYkzAZlJrNlMR/ZbEvfNPKAOqGw60Xqg7oiyTTQFVK0k+rvlpfLbAiiLxYJvfOMb/Kk/9af46Ec/ijGGX/mVX+Enf/InAXjllVe4desWn/zkJ78jb/ZbHcrStmG2VTCoNUm1q4o52bHDI9qtk0Cqt3Nk/NYiu0my3P57N/qd/2O73Djpbd6944g8iXDb7d6VX5uHOQS1UD0h0wVB5i1KPC593Xw/sEb0rgXVnX9HL4nuAdJ617H+vOvPknlL7ix5GwrYeYuAbIFFBBebqdNrQlyXBB16Tksx8L3J2qaCqg+HNBKGGpEpfKainLptxamNebh3kuyrKe3Y4Lk82HE8GkjOdMpSpJyLnCUZZyHWgTJqpmLJRBUb4YrdDqP9LAESHzAyxtB35k1Ab0lu2jfmgsYGFysrXqOwzOQIJzaknBLmiUOGqPqJ332spJg0WlTHzxAlyGFlN1pYF4CKEpEs1AGURPbVluhOK5/MQfkuj9+tc8fm2Lq2NzYR0VsnbHOSTKxGrl2kA1MKRrJgoAqEWJOae/+TdqIP7cLRtJyTjmcSzWWjUaNv30iiSoyqcUFR6ZISKK2hGl9BVQmysbHV49Q3qaL4KEduPKqUqHTdAnDa9v4YF9sATVqxGs/wl1+PxyKoLVt24+N8kFViC5x0hFiIwK82gQcjwZfSK7zlr7Cj5pidb/CyFLHVsbTrKAglSFzgkkmxCubXT/msepYTM+aOv8TXq2dZuZzp4IijakhYjbknnuUf2xGfT95PKitc0L0SqWhGlNUIuYj5Nh33QnjFvNjDZnc5kGe85O5yY1UyailOXsT5MmaTiXUltW29Ow1k0UMlbWLYoReBRRYek2ADrMYF2iqC0ui0a+3C2eFxrGa1/iTde+tVM05dyHWKC5tw62PcVaFDO0dYs34Ha/+UdWBldw52o5McB5kRfPse6mzDkfa750T7bQGUP/tn/yx/7I/9MZ5++mnu3r3LX/gLfwGlFD/1Uz/FdDrlT//pP81P//RPs7e3x2Qy4c/8mT/DJz/5ye8IC//bGZMfeme1z289+ljMbRD06bdexAqB1QHr1lyIi6OrjGySO4MSbXthPTpwsimRfRLh7puHGrZAwYl24dr+e19BIVor0xJdjVv3QzfbJf3zhjiJGCcYQH8RyUCsXmzsDLpdwOZrj61FhcCoDozK+P66eaxJQpyYzNqBs+eRdN4tA9UTTiFWrVapZ1BtH4xtoKEQRrAZey9tGzDYji5SfTNLJRgZJ7w22XSxE7g71Lyh97kbDjjyOyz9kNInVCHuxKdqzvP6Flq4Nq8nysRNu7z0FVQCQ+EopWMqClJRoYXDyLh4lHaAD9EVspZJdJ3Ucxw6OlsGhRWKpYivOzcNKlggoLzvW2Fu0Las+i++2eahbACV7vZYIfG9XX5n8iaTWEFJ/rNbj50Xv9Pjvy1zh/6Dn3rHv53+5u/p5a/FIJocOslj4ESFwLgJXFJzrquHvGWuc5wuKGxKUw1hteYqdWm0XsWdrjMNQTfRAdQp1IXFwKiaiTmLbqY650x4Cq9Y7N4gKcYkRQJV3RJmN0CKesKisgFurbE0adVLW/vXk5GH4kxDOT0hTB/w4l409CtcjhKOQ3OEIvRRIWuF4RqcdNdqkJHHdWY0d8IBd+xlSpVwpt/GdwQx5wmLhlD7SIaXAjPWZFXMzvpy8wJaOI7tDoXLuZw+YF+d8i9XB/izK4QmY7bYZQYki52+2tNNaMIr0uW4r2R56Xt1lBaOqVhyqa44PBfkpey9k7rP1W2qloPYni0MlEpSmFjBzlXkCDoZzwkrFARab5EmepsAx9ceIrxkOJsAUOUr5gcP8F3QnzXIJmtJuo6gGoQ0Gwqv4dbXGSTIyqNcx2eTCCfQRkXyrLqwiGyMjlArfJvZIw3UELQCL5FNxtsfft87Pv53anxbAOXtt9/mp37qpzg+PubSpUv86I/+KL/2a7/GpUuXAPirf/WvIqXkJ3/yJ7fMln43DRnaBb+rSKxpC2gV0Epgk1gs34wiF37DCKxrOwBBR4mY39jVb4KTzlvhSSz2J5nMPaYo8hFMKN2m6hJQIZDgcEJE/klbeozESxjUslUHbStiTB1trzuFzlpqHO+waajUS4Tp1DzxfeyV0XmxC9hat4HiczVJp3paS7Y3jeWk3QY/HTjcJDN35ksbRwqh4w1dRPpFX4sw0i1XYINsnEq81AQTY9dPdhpu6wO+4p7lVnOdo/ogkuGATK0Y63MUFtvxWFojPdOa2HWtnu46z4RnqBoasWJHzXuQo4SjFANcUGQq2mSnMjozbhiYY5FoFJUwLKXBaI8MHpMGtPMx5yjd4KP4EBeV2q15KZtApQMp0FdRZOcS25q8ieTfTHvne2Hu2FRyrdKNyAS5BifGR2+jrAEoaQZHHCevU+Q5D4Rj3mQE3fROnBBbDNJtkA6Fe0y9A4DwDPWciZ4zkgVWx7bB/SBZ7J4xWGSoUqPKDcLsJjCRCqEUGEMwGozCG4EzjiovqPIFLlvG8MLW/bYZFAinsPk5cnzE1cktXkzfQOMoQ7x2DuQZ49IxqDsfpw1X5w6c+PXuPqslE2vZ0Qvui4pM1CTBxTnUyD7tO9Sdn4uLRHevmauU1xYvMDFnAEz0nOfNLV6Ut/l1/QmKdImqhqTLca886r8/tW53bGbaYBqkV0jpSUXFhALjA9qtgw27lPl+3pKC2kCTwdzEiIAuKdkJ37eEK73eTGrhSEyBHx8xu6pgfALCs2xSkA6pKy6N75DIWLZZ2jHLekK13O13uMEZgoqg0RqLqUzPP5FNQJSxurq5rdGNaisnGox9TGa8OaRXfVXJA6JVdakn5Ad9N8a3BVD+9t/+29/071mW8bM/+7P87M/+7G/rTf1ODhnb85EIKddGW07EBakyjqQRrWBUYOrYRpBNQJ/buDg2PmaoAAx1bDukEpe0DOxWPrep7+/bFU9o5XQ4pVuUO1XJpkIotTBuPMYHMun7Vs7QRsAwrmBYysg9KaOyZtOtUXhI513VJ7rNdu2WQSG3SLywNqzr+u85EhlgXEBWStIyXrBBwsmBa63dYwnRabElPfYa0LI/Bt1Ev5mDtGxdILNsOw/ItyX1boIwZ7af7GANUIT1SCSb7rV2IHFTyWoUONpreHMP/kXzg3x58T7mxR5SrsO5rmZ3OdRHPKPuclWcMPUF+3UT21htmGKsMMXSrTERDMpgMabgg8nrXE8eMjMjzvwYi6L0EbB07R8tbMz4aLkJDhVL9BgqaViagokqKXRNpeMO3dSGJBEkWqFSiUxb0mxLGBYu9MRYXFtBwUOiImDbaOeIVp79b2J8L8wdAF1SdaPizrlLBz8zmktV9N+YLiTjc8XTHp7dK3lh7wv8yPBr3M+nfGHnee7YKzyoLnO8vEo5P2D48CmkU5jWX8LpjUVVN9hBgR8dkw+PuZHeZV9Fm3WN42lzh7fMEZ++MeVeUrKbX2M3G5KcpIjT+fqNS0kwmpAllIea1U7NarRkNVpQjme4nfvoZMUomXN5cI9Dc8TT+g4aRyZqUhpSavRW1ownDQ0TX3J1DuNC9r4nXtKbqXndWdMHZO156quw/9Bw8MLrPLV7xL4r+PA9j1nKaLLoAyJRkdQ90LCb4nNFmXnui10AUlkxVXNmbswXy5f5jP8QxcnNniexKYuWLnqDPGls8jOE8OzrU8a+JLMxt0tnnr0jhSlbEq/1+ETy6HLg4SRwd5BwX005Ycwec2AO1AyF7+e2Pb/gffJNDgZnnGWRTDy6VrAvzpmEgkFoyEJD7ixeCIwPlEoylylHcsTn7MsxLdvl0QCwnlCVU6piRFqkCBc3z6JoEFXb8y4lutCoTMfjkSts5qjTCEh9u8vyahsIR3J05JlQr/ldm14p383xuz6L5zs93n/lN7b+/6nZx/rfO2dYq9dS4nWLIsSLZ+VifxR6boNQgmDiRRhUx4XYrppcBCdPau90FZW4gK+N2mCDM+JjtaELIxxVsWUzqKLkNy0jD6RL2t4sscrCtbkj4FOFSzd9W9btkYtVHGxse3UVlrQUpEWsjDRZvI9utf9RQryuxAQZTdhsAnUWesXMKvW9aqg0cQdaJJ48iRWgrFp7gnTvI0iByd5hgX2CA6hvybhFHmPUz0xCaZNo5Z2foITrd6TXzH125JypWDL2JUPfMKrjMU8b0fvPAEiiiqBRscKS+MDYlyAhEw0jtYotHKko2/6fDboPFesAig0KxPqnEimJtCyVIzOeNA00SUBZgR1035VCFTqeEF2f3kWn2YBvCZKRRLsmzbLljeL+8ot9rs93S8XzvTD2P/TfsN/+/sWHHycTrTu1ouWENaSNYHyuyE+js7GyCm0F00nDtfwRe/mCWfoqbyRX+ELyMt/Q78GeXULXaet5sd7ZO9NgZYVPl5h0yTiZkYqKrK06KBwEuKyPGOVHzHdy5nWGbhRjMhI/6t97SBU2l6ymlofPvE01nOMGczAlwlTk2YxxMuPp7BYfTl7hJXeXl05LUrsG5qvEc5LD7cGg9/8wwZE7i2kLg7b1E+o2Z7LjlbmAtALZeGThGAA3RwYZzskrwf6xQRbRYBEpIIntCfYzipspj6443rjkqDAYWVP5lIc+5bTep6iiw62scmSTtCqZdeXoSeDknUDL0g85MiPyYc1OYplmDm0Fg0KS6VjNrDNYDjylitX4PFQgYBxWkUzbppt3VZR9VTFUDXtyEQMFQyB3NZl3vd1Ad/9JEY/reW4pjOWaKdADz121z32/z7Hd5UTvciwb6qRqibLtm2+rqCiJ8B6KEhqNlgO6udSrSK6NvMfHKymdN8rmLLuZ37M5vv4T70xg/06Ndx1AuTi61O7NAkKX2tsN4YmVkw6cdK6enRnWRftsuf3zSX/rX+sJ9+kkvdWG50hny9/h2Mg3iYz5zlukI6ZthvVJu+GCWbatgd4MSEVZdUfcbcuXm63KbrLpNP7arn0NfOtlMFx08d9sVW28hNAasC1HnkXuttRDkQEfd6JLLfFCkKWeUe2ZGtGHO3YjyQVeqi2H3MeyUtw6pLCzzC4yzyKJmRyZrDlIjrBBxdh1WbCj5oxEwUisSGmiqZrzfQRBB6TiZ4ytsY5sbRxIBVlocEGgcS1p1mORvXlbdZGo1I7NIDaHokbTCEupHJX21IlH20iiiwBYIMYmyqgbGSt5zsddZx2BChtKn8emYLUGLN8f//rD2PU5jIJhm4i7aUrWLcTSS0bnkt2JZzpdMU9X3Bic8Wx2n3+q5nxq9Czq7FL/3B05tZEOn5aItCAzSwaqwAZFGVJK6jZx15FRsZMesxqOKadDFlXc+Q5livQCZwLluGa+O+f88B7Jla8zNUuMXDPMB6rgRnKHj5sv84PFA559pLj2VhLnEetBCpqhZnYQ8DdXLLWkkTJm2ViPdpGrUaYBq6Nb9PRMbdk1dI7GnaR2fCJ4rkxQFrLZhlpPyf734mbKl16u+epkyFfEDb5cvcDx8mpPGvY2hTbATrQZNdHlVG6RfLdJoDIu7NL3lQQA2wx4s7yJDYrL+ojrg4dczU7x4pz9hWSURTv87mnzJuCFRVEwESUyBCbWMqpjddW0G5rUeirtce0GJW4s18AvXt9RRZl1nBcnGHUEbHXMji7YV+c8kGe8LSMx+dZwTpPu4kxGkDICu03yfEeGrlx0L1aSoOKSb7XDGvsYWXbNdVOPVVf+TYx3PUCBNTj5ob1P8y/PP9byKda5HN90XJjo34n4uhWS96+osnsZT8wug6IbUXUTT2ztIkE1L+QWMOlY86r0iCa0gYJtW2rV8R90zH1RAtlIlFy3XtZs7+331JnUJWV8QzZZ3yc/X3/G7nm6nzYJlFngdOKYZYHCiF4urUIga9sTjYwlTacFmbGMs5q9zK3lfK0ZUpkG8pXsKzVwERituUM2Icqq08BSSyphmMrzltBqGYkVO2JOKmocMVuj81aM3jKiDwZcH5PNwMltmbYKgUTYSIjrSTIReGSi6bktf56/x1/kf4C7IFq3ROJsI1T0WdERqOok+kPUWfSLkMOoZBJdem2Xai2jMkPAFkjZGu0O67uVv/O9OqKbMxgV+AOD3+C/dD/GWMZWp9OxaqjyuAHo4jKGC0lWGuokcGXgOZgew+SzfGr8e7HFeEt+7KXHJrF6onXVK3dO3G4kWkvFjpyThZqMmomec5bMmQ/OWY3zuAi3UtQqX7HYPcbu3+Hy7ut8fPQ5MlFRhrT37um8PT68fMRLdzQHtwXmjXk8r5QAo1BDjWwSrk8Ei8zTqNjGyGvRVxeXA48XAd26HcomtrqDiiR24VXM3WqTygez7YDPrSEFD646fmNnn39Q/lt8Y/4eyvkh2cMbSK/YtP2HNQiJac8ppjRoq7Da4VkrVYL0vaQ6SN8eJ4c4v8TdKueueQ86WTFI5twcvkky/kWe1ksOVWBYRt5d2gimRJDSKEvTznfGQV63PMBGPOZaDq0KcMNBfNM8spvTrF4/cKf2qLDif5z+UxDwv9Z/EoA3B+dUeYEzI4LqHLXlOjCyI0iXNYIErVrBgRPITL5jq2fTabb7m1fuHXN8fifHux6gZK0OXQbBl+9/nMNe978ur3fGWWInaQmaYV1FSSQ+UyDFO1ZOLvqcXBzdgu505J7USeh9FbqdetfGSRpBVgp0C0p0vZbw9tWSJsRMGheeIENdvwnRBBQeaWUf1HfRcn7bBbJLWl5XJ4AetNRZ9DSpE9+rf6QXlKmn0hGc3E1zHsgpSzImLJnoFdfrBY2QnMmcE8akqmGoSs70gqFvGNr1xeOkp1FhS/WzWQXrKj3SCxZDx3nuOR1EADT1BS+pWz1Q0LgelFToaFHfSoudEBRJfK3uO+hGpQNFEn1pSiUolGYpE2p0ZOxDr8qehNVj3/df4/ezJ9SW/FC1r51gMSESoCslWKXRwK1TEtQZqDxa4/dkxNYzRs/XjrtCiQhSarbPgZ4sq74PUH4bI6viJN6owD9Zfoxr7e33poEirdvk8/Xo5oDhKrYvJ3MVFzB5zGT0gNlyGuWj1tBF2NvJMXIwY5DMW3WY5kF1mVO5SyIr9vQpUzVHC0vV8p1QkbNSAOeH9/CDOWZ0zDOT1/jBwZf4SPgGLyyWqNZqoQPY188klx5pxvcU6v6KcFria7/mMCmBKDVJ43naDGiyyA3ruGtlFpiNHIs0tHJcSFoxkEsFqxHMpo7lwLNIAw9yhROCvcoyrmBQC57/eoI5s60TdGzzfOopw888+veRr36c0fmEaaM5/PoAsaggNdixphp5imlJMV1gTYOyujWXM6RzHQn7DoLq8m4sy2mxJfdWVjN88zlMZcjmsdpZDxvevHLEP//kHf5A9jmmZc2whKSWZOX6e41trVipha4qsv6XbvABYVu4cHF0JnbDhezjN7JKUGSez2QfY5bB71GS55N7fHX/ZY7LIavZhKSI3k+y0VFe3Bk2eh95Kd4jG01SaIyR+FSjmpwms9SpxRmL7WIU5Bq0rDk60c22G7+T7rGb410PUGBdlehcVLtE4WhXDErHdobI2sndbah4jCQYgddiy/fjWx1b1QYduSe1aSWtrWIkphxHZ8WuWmLaoL2OuPXYbrp2azJpVwlSMrqwmrYc2L5X4QObMejd+5LE97YJUuKk1Ertcs889xR5rGhYHXoTuK79pAloJ0itIG8CdRZtnxcMOAo7aGFxya2oZCEjpWFCwbR1aRxah/GhT4TufGFkaKXhrdSza4V13yHElOayPcOH1qFUoBHnW0CiAyQah8KTtKZMsFZmRKC4RijzdG3wVgpNKTWnYthXRBQOJyRpaEja55IXKhk+yF6F1Y1ouud7VZbxa2fJLswMgCT04K9TGEQg3e5a2/NTtLyULVDagZNEfh+g/DZGd451HYJGCv7A4Df4xfLjPBxGgLtU0Wk485bMx2rgNHOMq1iBOR9EkqWvVP/ddeDEtUoapSxGtQowYVFCRem6Tzl3E6qQkoqKuR1TNsNICuuqJ2mBHMzYyx9wI7nDc+IeV6qCp05UtJPfqECOTgTJcYM4LgnnNaEVAXQqsViVi1XY5MwihwqdCmwS58l67DkfBGapYFSvK47VWFDlgXuHli/sp7ypLvEg7PKF8mWO6wMGquDS8IjL0yP+1PjXuHEiOXg0YDCLz/GaukxZ7LKzGmDKWGEKqk39rhqUkai0VSe2Znfd8MpjClBF66uiJD7XCKdRzShWydt5wytPsjSkC4meW4ISmGnK+b4hEzW5tXEertchrR0465Q9rqtC+7VRm/RrscAmQLloQdH97JLjPdsqyqSRDGSUNRvtKVXJjjnjKFtSZxVeDmPF/4IJYz+DOI/AxnBQp1FOkWS6/Z5iu0vKmPkTj4frz8X43twWZyV8l9o/73qA4iRsKvouBv41Ce3iLWKPToa4Oe4WACUIWvbVhycBlO5k3RybVRXfV08igbRr7Ri3JowmdVTO9FWTdtcsV66tmviWf7CxEG4Ck3ZHghQ9qAoXFijhAnQ237JLYF6TT3vSq45tm9nQMU/B2Eir8iKmgc4yyGzc+Xc7ya5NkgTHVC5JqXFCoXCoENUAORVJcOQ+EsjGTeSBeAnI0FtcdzbXscq05rRE4vDaM6bbHcoAqQukzlGLikZYGqHWoCcEJB4VQgtS/Nbj4/tfZzjFgMC4+JTCcC4GnDPs+SRdUCAChiF+JrkBRLqh2jLLOrZgLWvu7LN7V+Eu5dpES/54/zWgTmrZlodb9U7t4cIOGKKSpwepyXe/ZPu9MjadliGeH3+/+WFqrfv4gze4gkWhleNQnzIJK+a6JM8sKsCxyXhNXmVVjxEhBtK5dlHwabnF+FbCksq1+R9A5RNsUJyHMWflAU2xg6yG66A/XaOUZaAKrqgjrrgZh8uwpUqBdhOysojCruMkulYgbBv7NR65sGgP0iqkjSnktfHME8G51hjfUKaB2V7cbM1zxyu7hl/hB/j07CMcnTwHVd6e3I7bKoKxX59+jBcuv8bvvfEZXi6PAPi52R9FnV1puRJxTlntBjKZIauupSMwpca03JvNVoRsAmKxgrICpZBlQlYk67mRdmNpWpuCxQrRRENEQ46Xno/zCpdWnkGl+u89tLYKnUmlVfTzdteO7tpeXSV600PrSZ5YvcoRQHYKz7gJ8TJWjb2MLTTjPXv6FJGsqAcrnPGRX9IFjnZARXqoaqgqfvFnDvlDf24G3hO8RpUKLaMVg2/5OE3b7nK6wetm7SHTPlcvgf9+BeW7MwoDmYg4M20rWJ21O4BMAlbHnULestJhTYzdtsTeNja7iJA3w/Q2QUt3svsNRD5Zde2cx6smUZUDsnLrqglEcNIuPj67sPjIttojH5c7B7Vu7dgktm7Opm4jeDBWR7qwvFkeia2Zhd0iHo/Z0FEk8Xg2UtBIKHVogcoaQFypC66FgnEdmKwix8Oq0JNnO/l0ZuHwLCogioHnbOgp2/dw2lrjNzLuVDtMKUObldZ+dLXhdwPxfXkhKKXGIVH4uLsNlsz5x/KNOv6Ll9CI7nMJznS0+++AySIMOPI7AL0ss+O27DdVz7Ppntu4xz1VOhIurMEcxL+vUk9t4gQ4T+FooKiFJAkeGQJD68gbx9VMRQVJakhaDxQBEZxkuj83xL/7mf757T/8YXwSAXb24+9scPj9sT3SUlAnglUqqBQstWIpDTOZ84gp9/0+n11+mKUd9WqxXXPGvjplSc7Mj3l0fpnz1T7+5ClkazHuTINLlzCYI3X0w5DC9Y/VwlL6tM98qkLK0uU0TRrTdu2axyLKIS5dMNFzXuY27z9uuPF2wuitGlE6MBK7m3ByHX7jOXjxSHPj1oDBnRp5XBIWrYtoB2pVa5ZYe6SMDsheK5wWnA4Db2YT3uQyh/kZd7IFt+UB/7z6KA+qy8zPppTVCM6u8cxvvZ9sEZce4aDOY4tmsXvOF9If5zPDP0FQcWGc3nuaacvNccYSpGSxt8JmCUmhY2UxayjzmqRcy2KD9FjtYum7sYSyhKYlBSuFyNb5TwJAyi3PmJBnLK/C/Mar3CiXXDqPG8Vubt+sdnd8wVnkw5N3tIF2U9e14Tc9tEQTtqQyoT22wkWuTtdKR689pjpFJ0Si7b4+ZTJ8xHx6mWK6g2qGgG7BDr38WHqPaDR/6D89hab9To1BSYlsDNLrFnhJqsEKm1Q0g2U0jDMlQjcI2XDn+jpPC+Cj87/eVvUcnxr+x9/uJfQtjXc9QGlU/LI7t9bOl2TTg6QTYCSJQNMBj/VCf9HuvgMpF6spT/JAcbIt5fmYRZMBidzsYT4ZrArfRr6nbeydB3IdKyNaPrGS0xHTNt83dNbd21Wc45HvF1OIwKMjgUG8CPNa9BWSRoMT61bM5vGFljzmIJexMrCzUOSraIJkNeQbsmovQmxpFbJ3w7UqINPAIl07AHev1Qcm+jXwe5LlvxdRyXMu4uQ0DBUZtgUjazDT/W7c+nk6x+GmzeBxyOhjEhIWIce2u1otXPQ7Ea73jOgdfgM9qXDN4Bc9hwbogWAk4QZmeeATO5/mMycfo0jgLJE81EMKkcYWEpa5sox1zajybflZoVcqgtdMxd1U59djxNZFb4fqHSt/3x/vPHQduQimJXc6Yt5LQcpZGHHsdlnaEUU1wTnNXO1yZvZ5W9WUdkDd5NjVBFEOMau8b/FAA9IjpCdJCoxsGOk5U3nOgTolo47y9ZBShoQypCxlzv3kOmU1akvxUc0SpCNNCi7rR1xpFkwXkmwBYmljlcRI7EDwaK/hr4c/ysevfZE/MHyL9+uEkVy7QXckWVppeuh8nwaKaixYTDxvjRL+f/aH+Ozsh1DCsZ895Lg8ZHn3/cgmQXqJ8YpsOSI/1ehZA1Lg8pjg26luOi8YoPWGWYMO6WI0gG4UXvk+GM8/wSFVNYq0aDmDzoFv/8lN47puV+nX/6SELMXtZjx45i7XLn2FabldWQf6qknXZvYibqog8hq1W1c1++iT1qyStoqCo69iC2Jl/kmt9s1IhUrHtnXZVkiUcHhTUmcVNsvaNOT2GCD45f+l4A/+77rFTMZ/vnvyWHmXjUQ18bjKzYVP18ikQClLZpaPHeOn0jvxWITfuUrsux6gdEqMbhGxKvRmXABVSl9ZcXpbRgtdy+Nx75BvtQDW9RxpvUM6GVsHlvoT/LGSYOzD+haMbJUI9XaPs3ufm1WedWsJVrnvF0ar44UArTdJG6hXS4EKcGA9eR0Tk2OgYfeZ1+2JDjw0UtAAmQukFkZltwtZy6K7Y6Ct3NolbKYeJ7VgVCi0a+V67Vm7WfHImzgxyCD6ts8mSIkVHMGpGLEkQ+FIxYUc+I3nfNK4CL4sqifc2qDIZPSnyIjGVnmo+lZNZtdZHsNSbllnw9o/AmIbp/sMpYZfKT5Gk3ehhhn3xC5VSChJ0DimasmenDMeniG9j0Z6A4FcyWh0ZSQ+V/g0ghH3T35kXTXL1qTobePs749vNkwJaSLIMtk7MTskJQYbNDao3p8jNCkeaMQkPtgZRJ2hmgzdm7NF3ok3MRRQyIbcLBnqOXv6NErhWTEVcaEohenPgTMxJjdLKlPFyoNXOOUgLdjLjnhJ3eLazLN7FEmo1G7dvmnnlkzW/Ivyh9ibLsifPuY5nzCam97rabNF7CYGO4jJ4Gd7jnu7jn/ED/Opox9H3X4vok55O1+QlDk3bl/BmnUPXXqBKj0hVVRTgc18VJV4QVoMegAC9CqkbffXdt7ZsJpWtWJQK1zisDpmCGXzhMGpQBSL+FiTrCX38h0W1HxASBPsXsrD52fYFz/NvzP+ZSZ3JLoLRpf01W7ft8HbNnJr6BjziGRvyRBbOmEbnLSjowngI0jpxloN2ToXJz4S83WcjxshsbShpDJmKHnle3AiXCQE/3f+msDQqnucj1UiFSMQRBMrUqqUBBlDKbswwO7kkNJjdEluFnx0/tfJVdGSs8/ZV44ypL2D9u/EeNcDFCcEsk0zblQkJDnWi0XTtXo8VFlsBW2SnjpwEif5Ni7c0vcQN4d/wm2wAVK8QLFdvdn0+bhIroIIRlwqtgAHrK2m2Xi+iwCl55KMojyyNyLzUadfJIFZKpnr+KS5s+zPZatg2F5QV62iZ1xFMHCSxecyPrZiKg2pCuwVqgddm7v2jhC2CdC6+ygryErQVnGe+54LEn1UoqxvXKh+EnmSh0wBoCOoKENCJmoqNI1Q1MKRtZByk7javU6Xx9P97AivnSusxjGSBZmoGYmCqVgypIyE2w3Tpp7sXMheEr15PtRJ27rS8XjNk+hQ2nFdCpFywpj7fp+Fz7FBoYXjSFTM5Bm7WYEKNWnjMHVk9RsXCCZm+nQ8qc7dd1ON9a+Svn9/bA+98iSJJCslmXMoE3ppeZe1FIIkeBlTjF3U5XfBb+uQOolvbeV9WhKSaJymlCVTK3JVkLXckw4QaxwZDVp4hpRYGRcqIRt8UuJazkA6POWp9A7PuEccnCvSeUDOm5Y878EH9Mpz6UTzBy//Gq/paxSkPBgJ9vc8w6GOraANSXpQgnIqmO94TieO2zvw2ewGv372MfzRTa6/cYPRg4vLio7nnBFUI4/L2k2VCuhSoiuBahJMqUnnClUFvBE0eaCYVlgTWzZB+mgQZyEpNLqM1QIvA8kCvNHYNM7hZuYQRUVIEzAaUdaIxqxt/qt6LcNNU0KWsLqZsdhdcXLtdcSzn+dPHvxdfrR4i6zlnkB8rc1qimqr6br1TOra4p0NwsX5+uLoeYAbG8xNqwarYZV45im9RUOhNOcyo7QpPqxN/erUkizX1vfCXXhttclNkfHYtJ4zsgmoRqAbjakymkEBzuC9xAeJEo5EVqSyYtjOdfGbtd+voHwnx39df4LEb5fzu7Fp0FbpsJEHE/BZnMT1QPTGaFE9sd0e8TJshGWJLZAB3xykdKPnJfg1wUpa0EsXe5fduzKiT6xcg6T4N6eh27dstqA65vlm6RDWhC4v42fvKkrjxqNCQ+oCewXszEz72HhcyjS2ZHaWMgYb+hg77oTfAlqjSkQr7HLtsBs5L20qbBJYZp5VEnpTusPTNcu8O26jUsYwvSB6yWZSR2v9TSDWSbatjp9R5dH4bEiJFZIqJJwwAQm7YsnQuZakuj43OhtzL6CW0bvFEQHMgAYoSEVDJc5RxJZOJxeOahzXf5/aRXCSVesYgK4dFSRUGZSp72XRx4nhWA35Kjc582OWLoYanrsJJ/U+Lii8j4oOo2qMrHl7eJn3j17n+cEDXhjWHE4Uu0ODTR6XNnbA5PB9v/r4yfj98cQR/s/vg4GCTKMyReo1wisOJwInLE1WUqiCB+2Vp3WJLUe9iZhZ5b1/R5Aem5Yx9wb6C1TUGcErGms4lo65mnKso9qlczzORI0Nipmf8LA54KTe53y1HxU/k4co2WBUzUfGn+eT+ku8cFYyPUuQtVu3awBWDlWXXJop/r0jQTl6vbUJiAC62TPouYymgD5Egn0quXWz4WsHii/pmzzw+3yjuon7/B/ifb91CXW0AOcJWQKpwWdtq7GokVJi04TT6wVpkWAqhc08dR4vuOlXVoQH9wnlEiU1OsvJXnyGs6cbzvdnVIOCZlBgVjm79w8ZHw3QlUA3IE8K1GKJHg1xBznz6wGXSKSTJEWCLgctSIoLt3nYzpvTjOLAc3L1lPrDv8AHJl/kJ5Mv8QPVHZ55EJguNEm93rith0Tb7WprR6Dt5n1dX7RpaM+jC6AE2apAJdiBoEnW/lHFwDMbQKFFz3NaipQTMWbp20gE1WCTkiatgUFsmTXryk3INMKoXtzREYSDkf17kU3AFILpwxGmMiirKRpDbQ3lYM5SlygT5ezHbpelz/kHyf+2ff1v+1L6lse7DqB0Y5tzEEt0nY+G8m1LoL1vl9uzSjzSiEia1ZHA2gc1eehcRmMYX/tgKza5UL3DqtwAIe80ukVFts6wsnDbKcpS9gF53YWwib5hXSbsft/8CdGvIG1EX3HobOdNexykp29TDGqJrkVf1XA6YJUnq2R/EUPrOOt8/5xpE1NB80KuXWjb91jkntnI99kmhYmtocx5lLd9WrIX8XncBujZ3Kl0owMn8X1Ap0KKUufAOKywQvZOr517azSNW39v8TXXXBe/0d5ReAgg8QxC01ddJHGH17WC+jaXCqRP4gRtfB9l5lm1HJuzRHOshtwTe7xVX2fpc5YuZ+VySjdgWe7gnCE0sbTakdi+Ihx2oMCAnNynUU0/aW6CZlgD6u+Pb3O0Tr0ogSw9OpFktWRcOebGMparWEVTc3KzpE5yfJohmyy2KlquidMxtdibks3kWtWsWz6VM1SqYWEqkqTg3CyxQfVqntNmh7Nqn2U5BSBJSnKzJFMrds0pH9av8nR9yu4yXndBR5mtlGKdJ1Y7KC1p6UiGmtFIYweqrbRFImdHuA9GUE8Vx6OaM5Wh8eyIOS4oDt+8hCxszPuZJlS7kqAgO2kXRBMVJs4EHt28ja7TvopkqpS0GDAtK0K5JNQlQmlQiqAEy0nBYu8oWvOnS9ww49waksogvQEEYjogTAdUU8HJU+ecHzxEeMXV126SzFtBgQsEI3GZxE8zvBEUu5bF3pJyuCDXK14yb/D+5i43Z4HpQm2Erm63dyM4WW/qADarok+qmkR5dNj6f8cX7KqbdRY3DmXm+9ZOI+MGaR0RemG0EmCvHJ3ny6ZSyKeyr0Y/SbixmTyvS0FqDNYMaNIqkrZ1EyXsxFDVyico4XgHc+zv6HhXApQOjHTW1KqVhRkXE3ujU2D0vnByzVOJrdFIVBqouLOOJj+id1oF8VgZcKt8Lrc5Ku/Y8tlo58im8zrx63Jr27fs7h82n/cCONnsm24dh7Y8GX9GY7jubVftmbGZ0qrtNhCSXjDxEbRsfo6kjFWNOllXPnR7jDoej9OxZTYbeU7zmC1UqShTLKUm0Y68qZmsoq14ZaKEGdZ93u5zdW2x+Jy+T2uGjswW34cKMHYVSgZWwmCFQgfHMFTkNpDX9KC1UZE8DNtcFkUg8Z4OvvbgJAS8ENRCUsrYOiqFwYuyJfWGthL0uOrLtY6xRRKYG8mZyngoohLkxO5StMCkaIZYm2FXE/AKuRojvMKbEi8d83TBm/ImWjislvjRPVJbk1cxQbYjXXfE5O+3db69ET0kRDyRao9QDllH4D1KPOPUU8qKfX1OqRIm5owyHbDyBi8dtnc8dXhTR3DSARTpwCV0Vu3dAt5Jjqt0SZ0tMLImkdFVtmhGlM2QEBRJUjBKztlPjrhmHvCMusuHy3tcP4edmUbZ2NZjoECCaCRCOVi0QGVVIZYNamlQmep318EI/EDSDAVlDvOJiwF5Ypc7/hJ37GW+evxh3jsnSpNNTA+XXiArEIsSUhOrL0rgjMfu34mZ3l4hVmPS872owMlSxHgXAVFlk6YcP7Pi9Kk3ENMH5OmC3CyYrQ5Y7Q55JD3Z7gjdxMmqzirqwYrVziNCtgSvMNWzyMr34KSaCuYHRU8GbdKGJq2QXtG42Pqd1o7hSvWg/mIrFugnyugX1S3wT7jfxXNoQ7J9EZx0Vc0y8xRZ3OAVyVp96IXAI7FCYZFYNC50MSNyS14dQ2vbDZt5vNLjZUBXMcCxu79wAdmAaiRJpUmLvAfSdZ3jvaLREZwYVfPdGO9KgBJtzOM888npp/vbv37nEyRNR14MPWG0UQEHzNpwvczF26yKyccJa/Ss7TpocPNk7RKKtY3adsk2yr6IuLfAySaxqpP6QZxofCspu8DpeBI4eaf2UgdcopV+XJyLTn3jI/lrWogtmR3t+9O1wJRtvzTZbtt0x6CTKccdu+yPR5l5iiRQtmBvqRUP9IQTRuyx4AV33OdZRH5J5MkMqkha6z5bfL724m6DCI2LlYuu+tJVXibWkklH00aax+/Tt/bUm73lWNG5ODp7/ouKHxUimCs74ycpY5jbtzCcjjulRQJnOuFUDHng93lgDzhrdmh8QmUzrM1wNo2chibr1RHCRfb9ajTlXpPjgkbnlkw17AzvMdWB3LjefjvmfYTHAOv3x7c4XED8B78JxAk0+8zvIc8k09RRKctVeQoS3jJHuKB4FCSlNXhTYokAJagmkmHb6pcHvClx1mDKHN3atTttcWWOTXLqiWKRzkl1ifeK2kVdq1IN4/SUa9ldnje3eFHe5pnmhBcfSCZzSVqIngMSVJQGSwvSrKu74byGVasyKSXCKJgYQqopdgUPL1sejj0nmeQL8ml+q3qJr5x/gPL4JtN7TyO71rPzqKMFynloGsJ4iB1rvIkL5fnBWS+fDt4gQkxxBqhujlGHI1wmaFKPzRwPnv8aycEtrg5vMVQxO+sVnzAbHVMMzilsgqxiq8Obcq2GsgmyyXDGUx7I1j12znzvmGY4R69y0uWYztZdeMmynLIIg7VtwTepiDw5Z62L66Q3uVybsLXmch0g2BQ3bPzrwlSLdJ2WXUsROXBI6g0F4cUR54INBZChP47d6AjJwomo+JGx5dV/BiWAgHQSUyWkq5wgPZUpadIl1qYI4ZDSw87jx+A7Pd51AGWzVH9xft6ZKQaLuOC6JJbbqiywGDqWmedoICiVpNBxx5ykAScteRVbGBeVGZuI2hNBT4e4O3kxbUViE7BsARsVI9+CjLua/na5Rr/x/9utnf7zboCTzdHxTzrb+HERw/mWA4/ygd1lXMzyljfSebCUIzjdjZbVxkLSllhWaayEPMg1S2nYsRU7tWe3iJLaWdtnvn605pWUbfmy0JJSKh6pMffCHlo4xr7seS1WBQY28jcGhXysTOl09G1ZpbEKUZjYsy2VInOezK0lyAdF/O5UK7XrKmSdM61uwwEhOt9CBCCNBCnWSqWLfibGReVXozzz1FO1paaDIjAqYwWj87TR9Zpg7dpog5McHqUJ99SU1/117tjLPGwOqOyAxhtCUH1AmnQJusqQ1vSchno4J5Qj/GCGC4q7TUwaTbOGvWTBjq0YWt/Kw92W78r3x7c4uniLCyN/5NC1Ii8kO2PP4WjFlbyEAbylr/CWOeJOep15PWVVTvsTV8oGKT2iPaE94LykaQy6mcZ04xZ8eukQ1kSQ6hJC+xxCeAbJnA8Ov8xH9Nf4QPmQG2ewf6YZn8UcINiwQ9DgtGi5bRo1VKjdBDVLYtunG0biJoZVC06+eFnyz9QH+CfnP8r8N3+C8ck+lxYRWEgnI8/kdEaYzwjOQpYj9vaYvaw5O3wYWzSTR+TjhzyXv00qK06bXe5WOYPFkMEi4/WPvEo9OYE0KpWE9AjZcJjf4cfyT/OjzdfJXOALu5/j9el1vlK9wN3iBovVHqFsk5uzU3ZH97ma3eWoPuD1wTmoBiF9JCx7Bc5QD86pJyck53t46QnKkb31AX4+KXj20n0O8mO0I1odXGghe7mu1HaEfKCPItE2KhSFfGd6hthwid6WFUdO3yYf0ouo2um8l07CpFXwRSL1MllRj85YWENapJjWPjuoQJ02NFmzJdHWjUJ1G0UlcErgDUBswXkZE9J1o3plVfzse71xm1MNXP1mF8t3ZrzrAErHCzAyPKYFHiwE2SygzhuCkSQDRTKO7pyxRRBPxFpIvBSUMmAGTaywSB9PULnu90vWBhfSQ3gMhYcWaHSlwjg8seW0hb79Wkq8HtteLJtD2fg4CG3wVOilrF5CmURL+mjj7rE6BoAtWsXYoI4XZ1YIkiJWcFwquHul4csHmjf0ZUoMeyxIQ0MlDCeMeOD3OfNjnjF3eVm/jRMrMhvbJHkTOSORcxHVKo2Kx7Pu2i2iJKUm93W/21c2AiRltyXSEMFJkUcjtyLpgMnaRr6rcHStvNRul2GjB8kmIbo9fr5r+8W/N3S8klhyNb5tibUAR/koTzeuSzKNYGbSEnk3Dfdg3dppWqBYaMm5zDgJk0iK9Tl1m68iuxnMRJ+lIFrbad3gaWjyOWF4Rjo4RwiHC4qlyzkWu5yoMUp6lAp40eCEb9VqayO6749vbYTWYXWbVQaycCStg6eyMWMnbRz301OsVFijsOjYtwecN3ivotkZtL/7XqniTGw7dKNJK2xS9YTaECTeS0JQKNXggmIkCw78gmkVGBeKrNgGJ93P7vqXdIq/dj6ZGjp3bIjzTDMUfZvTeE8pU46OX+C5rz9NUqg+JVk4gTidE5YLMAliukvYm1Jc1dx/9g2qnUeIwZwsm7GTnpDKCiUctU/ARlmrcAJdZzTWEIxCmIo0nfP06HV+fPAZfqh+k5cfxQ2Rv/KQg2TB04P7lAPDcZhyx17hzfImz2S3+Ij5Ktf9CWdZzi8kP865HbNyOfNql7rOCYBc7DGY7cU2hmmoBjEhuK5zXg3XeWl0Qtr4tq29nn878v3pxLHIQm9MCXBQOCaFJPeSrnW+VmFeuNh86OBJW30SqG7tCHG+Ti2gecyFOhV1VCLKmoEqSEyBHcypm4zldERqBkgn8Cr0GTtSqrYVpqLnSSn7qpc3a2CydV637um6iS3HID3SmtZh9rvjQv2uACh/0v5ZXtJvchhm/Ef6U1uf+rXbnyBfxTj0wSygjyt4sEIkEjlJEDbBS0WZxZOmQ7I1mkFoUEnACddyDOJCn6/kmnex0VYRfp3f0I1NYOLkWnL8RJM3vY3ku8dfvG3zwlBWoHTkU9RJ6I2FFlnsbzoBfhhworWMbxff0VIyOhMx68dDPY7Jov/wyiG/sPoJXj96Gec0e6P73MxuAVCFlNNml5PygC8m57w5/DKfHH6Jy/acS1WDqtZS2toEFmloqydRRlsJ08p2feRzmEBSQ7KR1IyOAE62x6tOYv7PPF1b0HshosOqizJf1bZgOuv4TV+nrlpyEaDA4xU2iLuZWq49UVQIEewSQUlXWenMmrrk5c3E6Q6cOB2DFVep50ynnIoRR36Hpc/78DejagwghcMHRSkHFMkUyiGmzFke3EWOj5jkJwx19HyItugVmaxZhEEEfTIubs5YSuVJ2gnzF8uP40QEdXf1tAeZbzfjxz/8u2zYv/Bc/EXF5G/151/r/xb+8/fHXxKJyDQSSLxCVRLd8n2uTEvKbMZMDCn1IwBqn+BD5DsAPYfAe7qeKUFHVUan9nG6wWXLKAuBCE68IXiJAxqRUYYE2kpgt0G6GF560b6gr+6abl5ZS4mDjBVkp6Mqca90PD+5QzZ+2C5u0QFWOslgpgnLZQQnO1Oaq2PmlytOrtyFZ77AWJVRdRYkZ9UepRsghWNe7fbkYekFo9MdTJVSDQq8bignJ/z+S/8lP7K8zbOPFNOzuFE8HDtG9ZKXwpLUxg3CyeCLvDLeY+oLrhcrpiUUyZJq9CmOw4S33WVeU8/ykOtUTcrVV9/D9F4Wifp7DctpijUNq9llPr/7Ad47uEU2OUMG3wsAOp+mMg3cnwSOE8OZGuCQMeTTL0ibQNZiy+28nbbiLR+vXHYtfGkjdy/TEeyukvjgRAdKGUhC9G6q8GTUDOWSiZ6zSnJ8kJTAokmoBzmqWfenvXKxGucjN0iXkvTUE4zsfVhUI/BpB04fn/ika0X00rVttIarb/1jTLpknJ0yMWdM9JyJvf/YY387410BUKqQ4lBU4nFSQdII0lKSFKDOG3iwormzQCQStUhRLpDpAflIAj72AdGcixwo4kppKrxwOBHIVWgVJhs8lAsM8M2JYvP/8cZYadnMvnnSY7tx0cW2e95NeVvnfOuHsEpjW6fcMDKbJ6JXqxgfGNWwd1+SvlmAEpRPD7hzw/KVQ8HfOv/jPLj/QfKjayRecrx3GfWUQwlH6QbMy12a80NKXfNbQZGNK96n30BxDFhkcEgf2yllC4g282zKEM3HUHA8foR2Am1bIvKFz+n0ul/bSNGSUWOvFuG3PEi6f/0xalscm06unaqlq6h0ZdbOA8WLthcsBOUGoz4JUVbdGdJ1hmydL8Jmxab3jskCi6FnnjuOhvC22uMb/jp3msucuwmFy3FB9V4YqayofEqlE8rBCKsa7I7E5GdMB0dcTh+QijgzWjS6dc3ovDMqYVDS44IgEY6yU3a1x6sRikdMOfI73LGXuVeP+P5ohws8NmV3ZPXax0kbUC4gS4mqFcpKLu8HCr2kMMexkqI0hYn+NbVKcUHR+ISyvVaFcAQR806c2chBkZ6QlKCatXrLtYRb57BB8sBe4igdUZgldRJ6Mno3tj2HtjcxwGMu007Hc9TqgHYwLQUv5A95cfI1XAGy8YiRIC015uEKvEOMJ9jDEafXC46fuoO9+hofmH6ZwuU8WF1lVU4JTcpKN2izinwG6amziiZLSFcJg0UG7CKcoMqv8+XnnuM96X2m42brOjI+bgKmS0VWSvYGnuLaWf83iJ8xp2LWcsFqn1LXOfr0Cru3UuRsBakhNRprUpTR5CeXeW34YX7hyjkM/yWNPOvnCKtiO+c0D7w5GHFf7PIg7EawIFbckMue5yc3AOC6wv1kcHLRDyqpIy+GNjYwNYGhcHjRrHdngui7JAsqcxo/r/AUXmGrHNmaAHrpe7VUB1qCihJjWbqtirz0kcTchSh2IYKbIYHSx0BB4RT46PXThVdWvlpLn79D410BUGyI5lxPAiiTM8XwOKAflvjbC+r7S4q7BSqR6GFJumjQLjBJh4yeCpyZ9Ze1FCmVMNRCsZQN5zqmlu6kntRGS/PhSvaW7tCpJzoZrNjazXfy2EZG8unF8SRwcvF33wKcJ3mCzHPHbLBW5vTP276U8YFxHbh6otD/9D6r+wWDHzjg+ErKL13f5RerT/LorU+w8/Aqg3mOMzFU6tH8OsZUNE1KmF0mO9+jGRSclkP+YfYsvzw4ZzI45lL6gI9f+gLPcp9Dt8B4Ty0k98QuD/w+R26Hh/aAwuXkqmA8/f9SmAWHmWdcyJ4P01Ufymwtle0cbCNQjLk6nQlfGtbBix04WoOQsLac92zJrRctg75uWfSRqCYoZNKT1QAGoUGGVZs+vG4PRdO5NstJrxNOz8eO84HnKBfcSUd8g6v80vwnOF5dxnuFUnWvyLiZ3OnzfToDsBvp3Sg3FRU7as6BOOtbY64DJJjemyUl7rwLkYKIjqcz8p5oZ4OiJOGV6lkeNQecVfvMZ09gCL/LRugi6y8kxHZ/61s9pYv8jTKGzKlMM5gpntMpuweOy/uPuDY844G+z4E6pQwpC59H+bjPOW2iLT5A7Q0hKfvucx/UZlv32XKIrtO4UOgGm5a4dMlr8xc5t2Pc8FdQ4S5PCZjM4/vbJJNvSs03x+amZtPXSXpB1noMmR3P3fIa1++dg/cMZwmiWBHKEjGe4A8mPHp+waMP/Tq/79ov8PvE59hvKn4zv87fc3+Q+ew6yckVdu9di6/pBEllWsKmJJsJXCZ647VJmXDn6K/wn+1VnB0es9o9wudnHOjXGek5e4NTnj+4xQd4k6Gv+c/LP8Gd+bMoVfPU8BZXzX0eruJ8ct7sMC/2CMWUwXyKnNeIsoayJmsysiONHWdMjnLK+we8OflB/g+X/wTy8jf4t2/8ApmoWpPH+N29sngPLigSWXE1ecBL5o24IbLrYE8vAQ1NJjaO6Xr+30wj3wSL0rOu2ghBZgONDGQ+5h+5IHBCkomKqTxHactUzSnTlAfJrFd3WafxNsUtd3DlsK1UdedygjHr3J6ONF/lDU3aYI3FmaZPiHZ6IzSwG87gnOklyC4o5k9Yt347410BULR4ZzVFtmgrJ6cVblZhFw3BB2zpEFJgZxXqvMacpYwrGKeW2lRxR9pWVLodKDKeUMpYGulpZAxqioF78rGKSSeR7Rau7qe2j7/PJ0lCN9H35u9egusM0NreovSC0kCpohth0ibmdiPaxQcunUsO31Yc/8ZDdKboIrWmPjpa+uEZs6sN84NIkPOmjDtzZwiRaYXXDcIpkmoHdXYJLx1nwzknwzPmlyY8k93iJf0GUx3JcB04mfkJczuhdANqn/LW4BAzcDSyZC9x7JjASMdFtW6ze6AFBK103PjQk1m70cgY3utFwCta7sv6DsoHdLuTsCr0ltJLLbf9T0KIZXQ8CtEHDkpaIq5bV09kWMcAdBNSZxy3yDwnA8HDJONtsc/b7pCzao+mSZHSI4UnkTVTNWdHzmNFqf/S6W8bihVDSoahYuhjarJrfVga0fptbPAlKmF6cPIX+Lmt5wT4ePOznFX7LFZ7+NX3SbTBBYQS22Bk6+8tgOn+1lVVyph1MziNJGbpBaltGI5OcalkKTKOxYQzMSYVsTLm2raPkHEhEHHVQDiD8IogHbrKGJ0coBuN8DE8bzVaUAJ1k7MwY97yV3ghe8h+6hgtZU+S7/hn2gq0fJw4v+mV0wXheQlJTe+l44WgaEaxH9W0rKyWbB7ShPJAcvTM63zw8Nf5feJzvGe+4tFA8iDEtq+a77Pz4AqXv5jQpyX3LY/4PLLdPYlFhShKBqcwkJL9bA+3e43lgePhM89xlhW8mZ/zhelDPj35BjeSO7x59AGGt19CN4Y39o54bec+QtlYmQqKUA+i+s3LtaOq94iiBCXRDKLLb5OSzRPGpyPmD67y88/tg2pD9jrVVVv9SbMZqawpzZ2NcNGo5OzMMrtK1GaLvdH0IoO1cnTdRuoIuB1PD+iVPA6JRTJihZbRxdoGTRkSXFCcCoeUjrIZ0gA+KfFBYb2kGhhUo1G1AhTCRYDiTMw2qvKKarCiHhS4jvOkXA9OhFe8/eH3PXYtPH/0XwFg/Opbvr6+lfGuACiRouaeKPvUK484rfCzCrdocKWLZDjANx5fe/yiRp7VTJcps4GjkTWeglrE0rkVCgI40QIVDY10gKMygUFLplStfHkNVGIpNrRyNuG3KyrvNC4CHblVMQn9Ln3ZcjMgElQLA29mYwqRcsXN2GmaCExsXFwnK8H+sSa9vWJ5btkbR/8CbQU7tuIl8wZ3L38+HjfhqHzC0o57fsT5ah+blFhnkE2CrlNM1ZKrvKIE7pnneaif4ovJB9lJj5noeZykQ8q5HVO6AY2LF9qXmxciMTR7SKFXFIlj36ylw11mUpeUrEIkPhvWVaGuTdO0ceiu/b25sKvsUpfL1mZ+qSWF0lHxQ+i9TmQIDGlohCPD4oToLe0zG03v0ka0ranN3VTrgyLi85cqtraWYcDMTWhsRvAGT3QBzVtJ5YhVf7zjuewYUpJiGfuSLDTkzpK5sGHRv3a/LaXqfVkAKuJrPsnz6bg8jGX4coQq3hVTw7c0hJK91fs7jg6cdEofF1CnNYNCoVeaQZEw2rc0hyecqYxU1mSy5kg4TtwulUwwqqZRFq+igZte7PSeKLoxqMYwPh2hS9V7WQwWGeeN4XzvLj4oFmFAKTSVsRu2AnGnvt4Ebaen23YH3TlBWxVTyxsNJomLqNUBJyTjZEaYjhCzRW8VL5TCjzNmhwvYucvTJobIOQGlVNyxVyjnhxzcu87OvRFidgZlGY+bMdGQLc8gNYjKIYqScDYjFHNCE9uWwqTokx0mRxOS4imqsaVOG4rp09w6fIo3R8dk957j4M4hSaHZvbfH+cFVljun0XemVeroKotzkpHRAr+x9EGBRYXyCbKSGCnIjiTjezuMTz9GnTY96bRJK1bjGXZQUAFFtg4LhQgwtA79hrEzXavaSJBujjE+KuoG9bZ1QgdiuoT3jvjfdOsLkGKZiiVT4iZPCceSrI/A6LhNQjgqb/BEwajw60DAoBKEE7jERRBrHKvRgiYrqEdnkJR0xoLxg5kY2fCE4YPsna2/k+NdMQvtqDl74pzdsHxsYlazhnBe42Y1bmVxtSf46M7qXYi3zWrEYMWl+znSw3TsOMmXzBLFPT3mXOSUwsTyelBM1ZJduQCWpNaRG98TZ1UpMDKWTDtTHojJqF25D9gALo9/ns2dT0e67EijviWOng09syy6kpZCkwXLZ9Wz/NLiJ0hkxR8a/nN+yN7mcOm59sj0r50W4KeGZ3/yWdhNaa4P8DLw/EngWvIq/31eZdAqce6N4c3hmN8ML3DmxxwPdjkaHbC0I84Xl1kupySLHUyZU2cFfnhGducFpo8uMZxlrEYVr9y8TXLzCzhvqKsRwUt0skLrkm+snqX0CUdmhx09RxvHYjjoqwdTCvIQKwcmOLJgW1mxj064nTWDoHWp3TiGG+eBU4JFsl7Q5yplLgZYJMNQMfElw9D0EuPMRfDZfwchMC2jDX8Xg9Cx/6EDjWugYlz00hmqmkN1SmkSljuRGKuEZSijE+mBOmUqlj2wTrGkoWHfFQytI3WBcRWVScaCdlGW7UVcYCrjuTeOuSZd0u5xmHAWxvzY6q9SuJzPjv/D/nMUZ9eRqzHpcow+/dY8XL6Xh1CiByfiIkDZyKfZum3z96PIVEqOFXt3NTtTQ/6y4M7Bkgf5ivsm7oDviMu4sEvTyoelrlDpkjA+wj58luHZLuPTEYOZITmxUcrVjiEwOjhk9pzkanaXZ9Q9MhtLsGm5zg0LcjsKYnND07UdOjCtZSBfac7HcYNVpI6v7yT8DftHeHD6HJOrmsxMIo9hXiOKEjkruPyVHNX8BP/vD0y5c+OX+R+OfoVnihUfGX2Vr++/wNGLcPSCQv7hGX65h17skBYjTJUiXclgIRiepGRHA4TzBMC9+QZufg9cgzBDhDKkb32AwZXrhN0xPrtEkJei+WMqouN26ciUYDDb5fzyAFNqVCOxmcMrjyk1PpVIstiWq+qozvIeipZd5lrQ4hw791Sf6RPyAdV0wr33RLWV95LaJ5QhodCCRRaAWN3tuG1nI8cihZNU8VAPeSSmWCRTCi65OTu2ZtxEbt4iiZb2pdBbRPwu5yn3NeMNRpQjVktLqdHCs6PmODRaOJYuxxnFmWyo04ymSanynGonY17lJMsxypre4M0rR5UvIiG75TwJU23Zz/om5dpXPocIijvv/3D/PkKIxFn/fYDyrx4fnP0NBqpg15yxr075f+n/a/yDgP9P9QmmledgIdg701zqHtRlEiiBl4KDn58BUPwvriKSeDXrVWC4UFgFTjoa6bFGUba70pKkR9KpaKjFCt+WxqwOpBu6d0ls5dQJj7nOblZINgvLFwlV8U5rB1m1Ye0+KgVOBkrlabRnKQ2/Wv4gj5bXuDK6xZSCaeXZWaxPqL4HPVCIp4YxUj0VpKVgvzVb66zlnQ4Ya2F3zr3BMQCZqNhXp7G3PrjN6c4uDxdPsZwd9h/A64ZyFFG/MxZdpxTL/faFTX8xhKAo3YBHzQFaOBZqQOlTHtqDeHxlJIhN5Tk7cs41ecSBXwAxQTi1saLRkV07QvAmaIkEWIBAqWQPTk7FkCVZf84k0mKCw7RAoWuNdf4pUSG0tpTvZeYduPRrgq+XEVDkTWCsahqxAAk2iSVaiNWSkSgYidVWxk8aGpLgyJzvwcmgvlixia8jQyTYQWzzFCJlSUZJwsLnFC5nXk955uHfxzmDsyn3Xvh9/blwfn7OlHff6JU7gPnfv7n1N/eXX1wDlU1HUOe3eCriP/lKvL1T+jSRlCQLx+RMUxtFYRxnuiEVTe8I6lv5sDEVO9kR78u/xu3p1/nG3gdpXv8Ah+UhSdMCR6PwmaIewezykoOdt/iR7PN8wN7mUhm9mZTthT8xnoJtblr7btGysySII7odR57WcBXvuJc3fDT7MtNr5/yLH8vIjq4RpEfXKcPZhCtfHCAaTz7LSE+ucOvSTcrEsFuU/Bi3eX70X3A6yZn4EhMcZ2rAa1zjt+qXeXt1g7PlJc4fPMdwd5fR3oR8NiGZT9B7u+h7d3EP32yPdQNNSTg5QjQNchT5D8J7pNEg2w+m4jwsfeS3qEagWsdZXQnkhudLkDI+Tsk1UIFYIWp/F1UNbbUlJSVdDaiGBucj0XnmJ5wZQ5rWyBBtJ2iPd5etdVfv8HV/g7fqyMG5rI94Wt3jqjxloktkCMxVSiFSCtL+2t/xBSp4TPAY7/ssuUYKlkrRCMVcDDhh3FdQYF11TfW67dIAXrqYru0VvoktRLGx6xVBEWyci4L3CN2gdBVNItcnCde+8jnCYI5MCu5c/+MAnJtzpvzP+U6N70mAokRUlWgsmai2/pa3ZlVJE30p2OBhCCURSiA3DNFkIhGJQiiJtGBqyCpBmop+oXJEkmEZ0jYpt6LCRLnrVjsnbJm3dYztbvS2yX7NqO8uo/Vjtnknm9WULljQyzY1t/bsCY9KG+6kCY+qyzinyVWsPJi23FtmnqyU6G4RNQKfq/45kxJMLXBa9BOe04LJQnHZWK5mp1Qi4YgdNJapOucl8wZlmvBWeofXBi+wrCc4Z6hHZ9hBwWLPoKsM4SVyEQGKVzUkJa5N0WyalKXc4dgcMk4iYDwrI0ARwpHqkqFesGtO0emX0TIG9GXSA6F3hu1aQsCWQVmjWml1i9E6RUtFQhWSmBwrPIWwZCLyitQFT4J3Gl12R2++B2Cj6/CgEr0sHVYYFVVLFQkWicajcaQ0pCHullULUiR+3U6yok1IFi3hbtvB2KqoPmqEYkbOIgw482Nmrm2leUPTpHibQjX8lj7X9/zo2jTf5uj4KLBRpN18nsZBIzFlnD/yBrLUojeIhyFEPxSAp7Nb/HF+lSJL+NXrr/KP0gVH/kcYnF6KEuAxLHZXnF55SHn5Lf796S/yiepNnjr3jAtFvpJ99QTW80bnryQ2eG7bFRVii7pdGbSLoPuFh5LL+avM01f5I8/9OkcvjNB4HoYdXrM3+NTV/yl7965R5SuqyTFX9ZwsNEwXkt1zwYs2YOoibsytoMpLjve/zu29r/H6dMRnJy/yD/jjzCZT5odDkvkUZQ02qZg+usLenfeQHDWIeUGYnUFTE+YzKFfgHME76Azipjtg1uezM1H6EiW2AlV6ROVilaSxCO9jhtAoRTSe0LgISDARoJiNZdLFyJHBIqMajKlHOZXNOLY7vD3YRaYnQEOmY3zHIhHcSifcE7u8Yp/hi8v3c3x+A21WvJmdciu7y01zh6fUQ4aUlKwr8amoyYjXvwxhC5yoEChkbPnMZcYJY952hzy0B22LR7enoOqrGkI4lLKRj5MuCU2Gd6o1CY0ngLJRjuys6bOiQpDYjYWm46OEpETopj9nfyfG9yxA6XwguljobnQ8gazdYXSTiGjLuEIKVCKZ/08uoQYaNdBx19RWUYSnJ5wB6OC22kYxCr0mp8K0zmyNjn3dMou+HmwsJF1veHNsVk42A57WrrTffEgfd/ZpExfCUkd+QqZWXBrf4cX0DYa+7vkuXUZLD4JcQDTRtEkDqpKPKYbsILYyhqVk6Gu0cpzZMSdul1RUZKZG49hXp+jhKxynOxzXBxzblAAE4amcRix3emWCb1UJvs6imVKTQZNQKUeRLkH66JsgHCEpKU1JkS4pswFH5g6Zqkllg1GOTMcPkzZrjwfpRWuZv+71du6zaqP9s0lKrTBUxHwg1R/5CBJiCXYtTfZyrdaJVa01p6irmmEjoPBStrssjzI1Tpz3/eVubIIhJwQmuLaCEuXMHTjpuC4X54muQrQShiokLELO0g9Z+pzSDrA268FJZxf+/fEtjI3qyWblpAMp/mde3rq7UKoNGfTYpOWj+Zjr1LXvXFDtAgL7gwc8b27x0lHDoHb8YPJpnj+8w98wSx4t/jhJpTm7dMr8xqvcOPwCPzz8HD9RvM71M8Hememdny86Lm9ubDZ/QitolduKn1Gh+qTw6Qlc8Yoqh2u7JVavIsA3j5hlr3LlB4/4xvtvArCvT/mI+jovna04fDvBnFlkYWHlIlDLNNnYMDg37J7C1YMllw5+k89MP8RxekhZjShHx0hdcXPnVc6bHV6ZX0OcX2JwesC1V28yuFXCo2PC7Ah3ehc3v4dfnWIOXkRffy+Ya4ixxmqH1Q7ZuqgKp1FKIDpw0nFQjMYbgVAqzvdtNQUgZNvLZDASVceQQ1UNqaoxZ+kuX0me5VwPeUodMfElDsmJGvJPm49yu7rGw+I61cl19m69wGLviJPJCefjfR7kl3mQ3WJfn/YE+LhBiZwz2c47nQeTCtDQ2h1IzTk599tojKP6oFUX1ShhcSFW5/rMHulac7+NiolXyLaKIp2Kvil167+jM3xa4vOz9QFIC0KQiGSF1hVGl9/8evltjO9JgJLIilRGI5sdMd/626iKi2paxt2M+B99jmiLA/xvnkGPDMEF0v/jbfxfeQkxTWAnxU0N55cFq9xTprH8aRzs+oJEWi6JGa6t4+/4gtzVDK1jkUR+AxPPtIqBdJ1HSjc6vwzYkCBvtAySWqBr0dsmb5Ji3YVvsJMV1yaqRSodCzJjX/E/G/0cCZYrdcHVhefwVDM5k+SPXLSq7sBa4+HhCj+rCCtLqH1PHBZKoEaG5NqQ5OkRVivOZcbXmmf4+uo9lG7AUC+YqnjcbVB9SyGRNWk2w7mEzCwZJzPySwWPqkOW5Q62HvSLpWwS9u5dI10lSCexJhLduuyMKq9Y7pxSTY45HaW8mjzHwuSc6RH7esahmlGqc6aVZ1pGuXdWCfKF7D0gOq+HIvc00qFCg9QBpTy5qKjQfXvFISPPSEpK6WPUQei8VgLzNNrcp0aQGoFOReuEK/pqSgdckloie0myJ7Ue48ueF9O54Hb+K8AG/yWwvxC9rXZSPxmYdK+X+MAgNDEBN0DpE47rA+omj8d7NUYXE5Iy5yN/v0BbhaoVfvku5qC8AyFWtCGdQsm+jQMQ/toHYj5Pu60Q/8lX4m2Zjs+VKXyucANFlQfK1Ldp6YKKhMLl+KCQwqNkQ64KMmrSRnD4QJOfBl4YHvFTh/8X/vEf/X/wljxgGQbsi3M+vrzLe18xLIaSVRo4HzuyRPbzSF7Ix5J4O1fmzkhMeGKQoNxwvLaCUQt09Cqg6oBoPMlckhaqz93qxg/wNZT9GspCMl8bXq5eeZtlq4xUmSK5NEB98grVgaaYBM7HntNhdFL9D4c/hxvGduTdsM837E1+c/YDKOH44OGvc/3afUay4P4nDvjC4kOUr36S5z/9A+gvTPBfP6Z88FlceULqGpJ8RPNszmpckJQpspKopkufD62KRxOM7ts4qnCRPCsFPo+ApckDs8MF1sSSk/SybxVJL8nmU0rgQT3gl+bX4+3S472MSp/lDpMHT0WCs5fslTGFeXw6osyvMd8/4ejwNsXOiGdH3+Cp9CFTsSSnilXudlPS8Ux8e445IfpW0HGYsPA5VUhpfLJVNZHCMdQL8nTtpVS4nLNqj9V8D2UN2XKEagy60ZjKbFEOqkHNYvcMd+kNdrIjxnrORJ0/poz979VfJBUViTv7Vq6wb3l8TwIULRyZqMhE/diB3OIGXBhyoAnKIxKJ/5mXe3BidxPKqWA+cX1+jZORhb3TNGTKMRZV72CaeRcDT6WgkZJjlXMqRjxtjsidJfHrxUeFNqyu5b11C1Jm11WQcSHJ2xLlk8yX1jk8oZepNSqsQ68CDK3japgzbhy7K9ibK0bnknQeUCd1NJxyPra8ao97tIqqppXFrSy+iSDFu4DOFOmsJikde3LK7nsKRrJgoAqUcBwkR7yk3wRgFkZUTUrtU0o3wMg1wQ+i6+lTg9swuI0NisLlrFxO0YxYFiNUs4uUgSZtqLOK4WyEtgpfJWTLUfSBSErOmh1UW7e2SlOJhCSxlKqMygjhAMWgoOftYGPyMkimeWwLgUURYkunrWh0O5heJdMawTmiz4oS6zYRRPCaCtESY2VfndqMOui9EFpb687HBcC0+T9skOGiTX80p9rM/LjoaRFkV8GJvJTcenJdM5Qlmaj668F7CS6y8pWNCpGYiBrPs+CevEh/r48oKw6Pk2IhgpNEPQ5gunTxzib+//7B+P+BIqQKN9I0Q0GVw9Few+kwcHeouat3eBBiWnXjEpw3OAyPqkN+Q36Ij196naRxBKlICzi4r/hRs+K947eYpYK5UVRK8NaVhjfGCUuZMPQ1mXecq4TDuuT6efQQ2uRGKbve7GwO6ddu1sq3QKbN4BJVbG2IJmCkQNqYwBtk/HtyYpHzBo5K3ElJNatoZjXVWY1QApNr9Mig9zKacazEFLlnOfDMUsEjkzMXA27YU56vz3lOH3MtOebN9CYn5QFvr25QJDlXzX1e0LdhBF9+0fHV0Rk3Dz7Izs6/jUhyhDIIMyA4hzOeYnqKdAcMFhnpXKGL+DmCkYRcb1WVNm3+vRHYNLQhg+dU+QJvaoRXqMYwmE/7ioNZxepjWO5sqBcz0tUAU7bWCyq0MQaOmghuoglaTLI2qmYoi17MkfnIe1MEHOtWbY3Gth5MFkmJaX2SKqZqTpUcb6l4lHDcSO6wo+ZkoqIMKcdul9vCclvHileXt5NUmmRpYojghjeKl479wQM+nH+Jp9U9ADQeuxFaGKkNNUptFwR+u+N7EqCkMk7ET5IWRwlXrDJ4vT3RqD//Gu4vv4gcaBhqmCS4qaEeC6o89AZfsLZLH9WBXLrW7p7e6tzLKCWdK916prhokS/UFisbYKkCZ0nod81dYq4TcYHxcjsTYtMFctNUqQMn/ULXphN3HifgmBaCUaEYLiTZAvTcwWlFqB2hBSmh9jQnJbaVXdvS4RqPswFbt62Tk4r8pGRYO97/wQnnl76CHjjO3JiRLHgqHJN5SymPyUxss71V3qRkwEivSGSU0gJMVZQa6w5gBE0VUn71xj5BvgdTpW0eSRlTXkuDdAJTpZhVjkuXzKvdeDzaxy7UgFTV1GqGS5cxh0Y68pUkLTfIyj7ya4Yr2YKYgAwOozyNXJdBIe54N31RNkcnZy51nORdq9YBj9abxNk22Vm1baHufAprAu9Fx8wuE0iGNeekq5w8Bra9aP0uIqE5r2FoHBO1YsSKYQskL47OBlu0wORJdtfvlvFEcMKG3NhsnxfiP/gi4b/40PoGoyCR2P2UZihYjWA5csxGnm/sSh7qIW+LA950V7nbXIkeODbD2pTgNNVqwrzY4+9duc/Dm1/k+UvnXDmPG5WzYayKQjwfb6Vjfisb8Y+rj+OCYijjdzurxvxI9nk+uvcGTyWWaREDTTc5b5vt43U0xjrgrqucyMJFzkZ77StAWIlPYnCnrBzitRnNoxX1oxXVWU1TOJz16ERijMZME8yVIeLakGJXsBytK9Gpg7GrqJVm3DgOljAynrmacyW5z9KOOFte4nR+jdvpszwcH1D5lEytmFz9Km9Jh2o+wvD+S+C7sCuHLiXONJSjBcPzHFUFRNGA94Rphs23M2hUs/7enfHUw4bVqKQcz3DjY2S6QCqLD5L5yVPoVY6uM6RXpMsxyWpAWgzIioSk0JgiPt/8csUqK6kGK5yJGzRTpXjpsUkFqiFT8drcDUvGriLzruebFBt+TFYoqnZls+03pYleKFrEWx26J8qmouLD5lX2wpwESyFTHslIf79t1q2ZDpwkRczoifk84KWnHs55Kr3Dx+TXuNrM2/iQwFIrmrZr0HlCNXabUvHbHd+TAEW1X9STRtNq/OtEkCQXdp9/7QPIkYGhgaHGjTXNUFJn0byot6/vFpIA444o25HH/fp+XsKeLpmnJY2MwGPThhno82+6akv8wj3HJqURilzVGNcwTANp2ZkfrwFSJ1W2au0P0r0P5UVPCpUeskqSlYK0ECTLgJ475FmNXzT4Rd23cnztaGZ1BCaVwzWBpvY461kuHN6DPLcMzi2udLzw8X0qfU6y8xXeMgft6weyYBnaBqXuRnMS4F59mYmer4PTgmIol2Sijjt8XH/h3dj/Kre9Ijm+1h7PCNacce3uRWKqjLrJqKsRc6DxCZVPKE3KSKxwUmG1wos5TjSMxo5cy16NJH2bN9I6zTbK9xNW4l0v9XMClBCt382G/G9TWdr2CrsakRdr91irooxThtDb6jd6fd5cBBq98ZxbK4SME1umTuJCRa1/rI8k5qSOj8+tZ6hrpmrJSBZM9Jz7yuJbW/XOJ8LLgFQBz/o8eteNjnvwBPdYErlu22yM8Lc/CiMTd+VGEowAKVhcii3hxdD3zsG/oZ/jFfssd+vLnNb7FNWEphpGBZtNopFYFRVk/9z8W9waX+dDg6/xXH6PcVgxFwMqDCWGWRjxlr3Om+VN7p09D8JHfoEzhHpAcZjDEOaTu1xLCy4vHNMlaCuB2L7xehuk9P9cOz9sckdagCJcQCUSZWSsuC4ayjfOWT1YsTqrqUpPU3ukFOxcUiQTg7k0QN4YUV/LeHTJskp8f+5PS8ibhhvijFElSJvIz8qCJZM1Sjik9DgP1WrCm2/+JAD16AwxfYCePuTuC7d56TevEGanhDoKI7IjFzcwuqFOLUGuPTxC6wPjjKfJbH/Ne+nxKtCkNVVe0GQFbuc+WX7KlfwOh+YIgK8mcxarPerFLslih3Q5Zno0JZ1rkgXIeR1bR1JipprVCJxpot2CqamGCuEUPo0goat4mOAYOkdufT+3NDJQiwgKNA4nZAtQ1hWMEatofa8jQLWoCFzEiufdg97zqpEFY1NS6oTfyBY0gyXW7DJYZH1rpzsH6tzRZA0+LXje3OL5csblxTrxvUhtVEhurH3V2Xe2Nfw9CVB+Kf3zW///P/FHuOJm5M7y7+x9+rH7+5//eNwhDA0ogZ8a3EDRDNcWxcCWjDPbYMZ2pknd73KDSDsUsDenD/HqSGdpAbKJCcFVDlUWgUaZNG2QXwRYxkXejHaxfB9LsAKbRKv32Sh6FfSSVx/bQpOF6rkrXalWL+OEI0oHy4awaHCLBntSRkO62sWfjacpLK4JOBsrJ03tKUvP8ZmjqKFxgVQ7do8tH/6vb/ODJ1e59nLF3YO3mGVrEBeTPks+JN/iRX2XB8mUO+GA+/aAE7fLUBZ8SMUQthTL1Be9I+rOaMFnzRFfyH4I7r3ApVs32L2TU04d5weLnpMimwRrDZWfRKAi93iUFBTDnD19yr465Yo8Zm9wTnF4xLix5E1smSgfKxONCr2BW2f65ttqFkTA0HU9DN1tXZumPY+6U6Kdt2mByZoT0k2C9K/XSaA35eWPnZ8iILfOt3gOdLLwTYXX5n2cFowL1UriK0hO4vY3gQeDy5wFiQ0S2+a6LLzse9Febavf3i1D/a++3v/uf+bldUvHSMR/9KXH7u9//uNxvsgkdiAo81gtid+7ZZl5TnJ4kCW8oq7yt+7/FO7RM0weXiUrBuRt6qx0grRIGMw0sokBnfOrz/HgYMY/mJ5uG2d5hbAG4QxmNSRbjrh2Otl+X9Lz6MoN/sbOx9HTh1wdv8kP7X+BDx68zkdmZ+zPJaOlwrTzgylBVQG1crGdc94Qjla4lV1XVzsrho02l1801Cclp28uKRaWovBYFw1i81yS7aUMnp0g3rfH2bOGt681fP4goxGKsau4sWy4fKaYzhSmjhXhKovA/ill+WOT/4aP73yJB9Nd7rsDbtfXeePsCqOTA7LliLkzqMvfoL7xVR7+6E9w8I095K0HhGIBb9zihexZTm9W0fvECMQ46Vs5sZUR3Xqd8azGFeVoyWo8o955hBkdMx0ccTO7xWV9xPPqDlfCKWNX0ez8E873Mm5ziS83L/Cl8w9Sn/5RRg80clZGG/0WoAwfjFHNhLRIWU4XrMbnEVzp+D3K80scNRmfqic8dfCA95nbXGLFuPEYB1PvybQn045CNSxlghWSZZhsVVE6b6g0NDG8MDgyZ3l60ZDX0SupMp48X2KyN/mNna/wuvCcSU852iNZDRjORj1QWY1KTq/ewUwe8n7e4uYpXDpKWiVWKxjZ8G2THubzJxcG/nXH9yRAuThsZ0cvH98Vlf/892CMAFQs3UqBGyjsIEaNbyYERyLr9u5pLSMWvUNjZzG/aaeePqEsL3wso0obgURaKsZSsae7qsga2GSl6PN5nG5TfAe+NQaiz39JG0FWS/KFJCnb5689svSIeRNtuFcOv6jxK4tfuR6cuNL1RnXeBbwPrcli6M0WGxfBSe0AAlUTqB6tGD1csXMwxkvNKHe9adwiDajgkDqQY+MZJ6FUKQ7NvjolxaKDI8GSecvQOZyA58QDbKI4n054rRxRHR2iihSVt2XFNpbepyUyiTuHmPJqqOucR/qwr6aUqm37GMtUFQyThsz51iEWYB2YCGsw8s1Hd6dI8ttW3ayBy+Z5Al1r51/97DFbiJbBHVC+c/0EKUObkLq+/2bJHtoWVstjypvAUDfsygVX5DEjPacwI5xN8WmBBSprUMbQOEUIj7eB3m1DJLFV07VsNof9pU9GFJpJ7FBR51CM4jW5SlvVhYQiiSX6R2rMK/YZ3PFNDm49w869EaY9xC4TyCaSNEVZRb8NYOIGpPN9qvGU5bSgSSuaNAJH1RiU1X1LYfRA91LiyKGAJtvFJrE1+lBd5/PCwQBuDn4T1RJDcymBGJYqbViDk9OS5n4RAYoLBOeRSVS4+I0k0vqkop43nJ81LJaeqgmkRiCVQGuBGmjkNKWZaJYjz9Ew8IaMvkiHasYlfYZ2rEGSBogqNy/habPkkl7xlD5hqW5zmr/K330+4f7lm9hmQJIuSFRJtdxl+jCPqhylwFlCXaHunbHLDl32pTcCTExrdmYNVEylMZVCNwprGuo2E2ugomniSK6vh8w7nls0GFcyG5zxocFbfG7/Df7Wi88DL7PHALXQaxWQivLmTCZIP0Y6tWUdL7wkrIZUdcbnxu/Hpor3J28BBWN8rJ76aO7YWR04objv97FBo4VlJKLXyZ5YMAhN9G1qqzFqY82RIWb7DH3DzeQO8+GEh0FSDM4pVxPK4RRTxTiAalCgmrgd27erGIBaR28dvQoI67vCOKH1qDDL72zl9V0BUKBdeJ5w7FwCcqAQKQgfeSl2INqo8e379l/y1iIgemKi1ZHw6EXrsbFR2QBImljmF8na3bGbVKTfNFUSKKsI7QO73XJSdpyTCFBWSexHGwcmrMHJqOOXLF3sHy8tlJYwq/vdkN/42U1CPThp/BahE9YgBeLuSMUqdny/LsDSksw9oywS8srMt8epI59GTs2OiCVNJR1LGbX//XexYUuX+MCeXfG8ucdZ9jVOdvdZ7F3DjnZp0mg3XQ5jidKPjsnTBT5InEtw7Re3DrHSVDph6XO0cUzlgqEsGaroPPIkbxOJ3+IKySfcp7PAdyG+3whY2qrKY/det+W8jK0exxoIvVP1xHU9PRnl6jJ0BNttc7/uOS4a+enWKyVvAmPtKGXJnppzaI6ofRodfInmTTUgm0ia9W7x5Df0bhob4CRkamtrEuT6AqhzKPMITuq2h2ucYKU8pYZHZsCr4TqvrN7D3u1nOHhzjD5pgYiSKKPXktemc0t0CO/JqgxTaNL5hGpsWY1KrLG9miQrEtK5Rp2WiMZG0zGjCbmhGqyw+TkiWdE0KefNDg+SA850QpaVGOdb/5yAcC0Rtq2u+llNM6vw7ZwAkYPTgZXgAq50NIWlXDrKMtC4fk2m9z4baBgaXCooU0cjBcdhShlSkPC8nOHldntJWUjLeCIfqkBlPHu6pFEljTzncv5f8WAUK7FHbpfb9XXmi0OSE4uYLQl1TXCuN3RTUpIwweZrUGIz3/qjgGokSaFIZyBcSpNOWE1zrM3WnDafM5IrajQqwJUTzXAR3+MzE8fly1/jV258mvtB4dULTI7yntPS5d1IL1C1YrAY0KRjnGkQXrZOuopklfOVyUdY7ubYXFEnt9hXS66UTZumDo2QrIThOEx4o3oaGxRaOCbqnMv6iEN1Si4EWfD9/ARrabv067bvM4N7lFlKIitOs32KfEKZTyirHFUN8aZEOIMCltJQmWr9Xdm46e2vh3Yzvnnbd2J8zwCUf7f5T3HtxxnKJSOxYiSKNlBtPTon2WkZSWc7iQK6nWhE1puVk9C3brZf76J0r7tPl3ER+SCR89IpMgYKSOJqE2RMLO42IxcXlmiRse4Jri2r1/dxct2m6CsnhSQtBObcIhcWFg0sLX4R7fx9mKD/WQABAABJREFU7Vqeie8nmk6h04ET37HZfXvbZutAgJJxIc6MWIOUOoKhtIj9bZCUmcdYSNusnEYFcutxrXnesP1p20yjNDQ0QuGE6/uvmbdcVsdcze7ylctvcXzzCl55qkGbFzE+IR+csp89xAVN7RMqG03IpPB4Hx1pASqfkoqKMzlmR86jlFPUxIRfteXAuJkEnGLJQxUnpw1yc2exb4JDhUiwBfEYmJF+3UqK59E2mPlWqindiH4r8TwTchsIdQqMzXNVW0EiW5CiA2Nlccy5rI8oQwypOwPq9lgF1eCAEL6zoV+/m4f/Ky897m0yUBGcDFTPLWl++Uewg5ao3h54b0QvVbe6TcZuSUhFAo9Sw+vyMp8vPsDdo5d57xtT9NEqBtQ1Tcyi6Z/swiTTWMS8QLkM2WbxeOV7Uy3pIqlZehFbCk2DMIaQJZR7gvnNVxhP7pGbBfN6ytXsLlN5Hp9axrZm14oWvrUXWNloLeAeX2jcyvYqp46fVi4dZeGwbcW1o/BIKVBaRBduFRU/3Zy4IxZ8tr7JTjJvW8Bt9c/FVuZ6UZJMN4j/nXX84aCgSJYskrscJ4ZX8yv8g/0En/1e1KkH7xBKERoI5RJOjiOx92BMNY0KleW0xBnbmiXCYDFgei9DNZCuErL5DsXohHkyZZHkpG2ascKTW8/ukSY9dYgmMBooslLyB9/7z/i5K1OOrKFJr5IWKV4FBvMUtREhL71A2bVUWTeGtEgZnufUgxd4s0mpD1IWec7z+g5k90lCTH4/lTlvcIVXmmd5c/Zi7zw8TM5ZpjlXsmOGVGRYzDs4ZhkXRRNPZUdgYCQLjs0RJ+kuJ9k+y3rSx46EJkMBj9SY80HJfh4wtUCvBPjQt8u+rUns2xjfMwBlR837BWYko49A1jrxpV3rwDpy2+aXtOi2GK2/RG2/tYPs25L7Vtl+A5hYFXqOQbdD9gJWqcc4QW1cS5ikbfs8/rqbMdzdzrhpqzpBBrQVTArJMvNoF8HW+FyRnwb03CJvLWIA4qyOapyVpZ636ZQbDpedpT/A/T8yxm+AkvizBWhSoHUs33YLbGoEw4GknkceizlOSYwgSE2dtYujiIS3jnQ5SySl0KyEYSlSHAqFiwBBSFRLjlPB88jkvC32WYYBH0m/zM1rd/jH6WIrs2eYnXEpfch70tf7Mmzn6Htsd6lCSuVTqtYf4KE9oFJzLCqWRUOUyD2wByx93qcpl3ZAYyNZUama3CwZ6jkTPedQHzGSRbSjlysmLLkqZgx9s5EQHX9mrInTvbeNE2gXSKXoj0vXEovnyjbxGtbVlw7kbMYhdPJyWPNTur/r1ll4WEoGFYwGnr20pBl/hevpQ+6YQ+6klzmxuxwPDmm8IQSFNe8iDspG5g6wJsNmqie9BhU3L3rVgncZwUmTRbnspsKvS8x+fZTxz8QH+eVH/13CGz/I02/cwJw2EUy0QXs0TQQoxvR5L5jO2ngD6PqAbAKyPSmatG6zUypW44SJmdCkjsXektOrryIvf4Ofuvx3eVbcZ9zayyuif8/QxXDLRm04LNdt9aTxhNi/bVs62zun4Dz1vGH/5862bv/VlzRSilhwMoI8lySZiopIJVA1jJaSw8zyAX2b9+m3MW2L1aq4KUxpCbgOpBWYEgaL9et3FZYgow9L9GIJfHx0l49d/n/yH3/4T3Cz2Uc6F2copQnLGaE4h6ZCzHIG2QDSFC/HnF6dcfrUG+i9O5j8Aa8Wl2kW+8i2eiCTglSveNrc4bp8yNP+iOeKJS/c1eRfXRJOS3ABPdBcOs7493Ze48Ur/zd+fvzjfO7wE/ijm2TzHaTbJy2S3ocluChPdtpiTdPyvhT5iWFy91lWe09zdvghfun6D6P2b/GjB/+MTFbM/ISHqwMeVYecLy6T3HuO5P/P3p9H2ZKd5Z3wb+8d05nyZObNO1bVrVFSodJgJFRSqTBtkIywZRsMNv7WgjbG7kUbC5rp84f4uhuaXsbQxsvGg4yxTYPdH1g2yxbYYCYLISE0T0hIqKRSqaZ76w5582bmmWLae39/7NgRcU5m3qHqVt2hzrNWrjxDnDgRcSJ2PPt9n/d5yxAdFOzEKVsr5wmOa8bxF3mJOsVhPUILg67aFmjpjSMFg8xyVzjiUDjlPvkMO1GXaRRzquOiUufKDS4Wa5XpW8an9b10VzIKtcvtHcVaougFIbK0zXkqBTpbimT3RSKyOurtyUlMQUxB12aVMtrSz1y1hrMHn3dxLYPFme88cTBy/n3/he3uoGXVNbdNTsDdbLxg0s2oq+6hQVvfsj/a29h2epTGl526yEmd1tnO0ednlJUXQTEp0Zkmn1365Cla4VxT/6d+DSCsSrNN5XUkZUVkZiWkbkbhSZV3tA21wJRV6a2xKOnMzwIMGlU1wZuhMCSm1fDPahJREAjDuh1xQl3gi/17OC1vpygT54pYuQZvyG2GYkJMjhaKHduDAHb0StX6wLkqxjJ3TrdV1RA4xXtmY0blCqN8yCwfUKZ9govHUKXLwe7EKVudEaK7w+7qF1kJRqyri2yobUqhWJGzKrqi51JG0rpKqnavnPl+S9XxFM15VHidiW7dQGzVELDys9gvgufPDWlc+qhJSTqn4OoZYFjvzCDYJJEFSZTV5am5iclNRBFf23LBGxk1OfF/Uri0jnLExKM9GNtIVqaIkIfOkbitOZuG8Kg6ymcm95NevJ3V0YqbRUuLDQM3cvimf0mMjSNsEqC7ChNSN+9r2ziViSXt5mTdWVV2n9VahtGhBB0UFL0RrJ7mWP9J7hZnOFHuMCj2Xveh8RYE7twQrUkLyrX38KaVHlYbTC7mXluEm8i46EkYu9YhaIvKLJ2pZDVWHIvdfntfnyRTdSS5qSia/w6fVhCFBQlB7HSCZeSitbclhp07H2H7woOsynXkxRimM6dF0RqrNSKdYiYjRBTTezLBqhV2N3p0411e3v08/f4n+MLwbs6kJ1BCsx5d4CXxY3w1f8yhLGM9Ndx2QbF+RmIvpphx4Qz6cpecPnF6lVckE0brHyFdj/mMDsmMQprDLmpSCCgEOnSNBn3JsQ4LylBjVYja0XSNQhWrBEXAVpbwsXBCNxyT6o6r+pqtIGYDhJHOv2TWJchjMq04u36UE+EZpiomF1O0KClkJa+sDqkybtxJtHXWCgEoOyGWBRORUMqAUjmSPNHO42XHrPCMWmOlkxKuurFBlaqeRIMj7dN8meLZFwnuoAXoOkQfkztyYnIGhaGfQTeb96RoY6/lvD3webtyx4cgvUFaY9q1F0bYRryBrYnSoqeFvwHZBXJiW2RIWkhySZJKZ289Mcgdp77Pz88odnPyUUE60VWZsEVKEK3GYI//mc789rVFlwuDhJSVMZmEUAoCBVEkULHbYTsrEdOSYBag+qLu7ROUgqiwxIUTeYWmQIaWRBYYJLIiJt6Z1avXV4MMgosYJF3jft+74yfITMRusUqhI2Q1gicip0dK11YiQqHZFgN3sWmFFl7tXtZGfu2SZg9tFbqMEbMBK5tH6Iw7xNMQIy1ZN2e8tsvT98Ja/wxltd+lUqzLXZQ0gGsW5oiZrcmnr+Bq0oDz554PtddRFOMqtvy5Epae7Ow9V3ykZZFg+2MPTfrRi2YPzwwqmSFDg5KapBJATSpHyjQueGTP2m5R7CEnyv1v/UZC27neOrJ0FXg6gFlsGceWtLIMcP5HEZ/IX84zk5Oo2YCgqAy7EoU0UZ3kQ0lsv4PuKoou5N2yKnt1FWptGGlI+5NGexVPIcgRYUZeuEZuIprRicfEMneFAUJSyKbDtxbUaZWkoCG7BnyHZt8cVfZbX15pTxgXCCV46s29umpnkjqxfKh84YojKTKUdbm2MJYoFfQnkhPVGBaUjdtyu3BALESOhLZgQFYRHrRFRhLZDVA9l6IfjhVfe9ev8d54zIUTr+DQ6SMMn+6j4tg1/0tTV9mjNTbPkJtb9JIjrBw5wu7xVRjAy+XjHOtc4Ex8iERk3CY2uVNv8sBmwWAq6Y9DBuchOj2j3EpdZRNAVbzQO11ydxQxjS6w2/84F1dXeSrvAPcQpJIgc1E4VTg3bB0UWOksE4q4QIfuN5SpJtESofvACc71txkFORjluo3PeqjSnU9SK6dHqlJGWdlhYnqUqurcJUQ96QFLSNPVOtQQyspzSznHWtVixH7yB85PZWI7nFcDwt4OWpQE2rtiu7GnDCwXp8sIyr44JHYb3YAtUBhHTHTOam44cVGSZHKPNfjcTaHlxNoWt+4nYPTL5KGZC8+D6zCr9vlMu1GdD/Unqaz9OBYrMtrr9G3Ry8rG3t+M1i8qOmNBNLKosynmqRHZqQkXH91ld9sPIIa0cJHjMHBhWEc2XAQkCESdBpfV4LVY8OSreaSEJJAEAUSRJE4kKpKuEmhcoHZzAiXoE1fkqtH3ANzRCerwbBGV5FH7piqqFJmiDCzd3HC7nFEoGEdwPo6YmB7aBhQ6Ii+6pFmfUbbGurrI7cFZDoldVpjSsxlH5YXKPbVkR6/UKcDMxmzqNQJRUtrAdV/WXXJT1cwJg5WazrjD+pcj5Lkd7MR1YD68vsaT5WvYuuNLTNd6TDtdDoebJFHGrhizrkasiildmWNEyTBtfm/v4hm0CIb/zctIUESWPPLnVaN98q0Q/IAQtM5hI906TVU5loeGLLQ1aQm1oJM1DQWj3K3LCEtcGobhjCNRSqo2uSM8z5SYlJBpbvjDvafwrYlEOVJSkRRvdw6emFTLGYuNnR6l7Mg6xfDMAM7EHb4sj3DWHOKs3uBCvsoXLrwasXOUzsgZY2XdgjhOgAARSqwU6EQyOpqRdWbM+hOy3ogyTrGq2LOZVmpEb4cgnJEEKaHKCWVebVpDtKXQlFbxBXMHpZIcEbv0VFFH9gaFJtRNLydV4rxbEgWJQvRCRHsmnDpdihkXQEExdbqTNjnRxo0vgRJEkXQGbd2gTvGIwhDMBD0EURpU+1MZw7WaGjZjRit1YKrfwVinkamMJUWkCDsB4UZCshPz98L3c3b1vWy9VnLqoT6f5w5+7cJbmW6dZP3xl3L0S8ddim2awnSG3Bpz22eGSPPVvOcrOvyZk5/klbPzDNPH6i7h/Yli7ZnARabHWe2UW2xlc+0/9Lgg7gSsT3t81Thh7b6nWTnyX/l/AMyDzhtlZwbS2SLI26T7nYMmkiKMJJz2XDVXYYh3JIeKAWH2asqw1VRSGsqwRNfpoaoxYFASqpyh3GXdjuiavDL8pG55Uig7d28KDaQKjBDMRMiX9O2cLQ+zWw7ITcwg2KUnp2Q25ml9lE2xylNqm0Mruzza32FVuwEulYqJjDg/uraU4pYhKF2ympiEVrtUgdF15MSTkzAXc2JTIV3JpqkujMaCnLkoy/56k/kSX09AgrKZ6S6iHd5vIjnNBbqYdoJ5C3sjbR2piQtRRU4salzCrhPCppspu9sluyPNOLVsz6pKEwmhsoRKoKRFCkdYOpFX3Quk33/ZkBWYr+Jx7ztSowJRR2SsNs7Maabd9oCbARXV69oS+Jlqy9TKxMqJ6EJBGUGewKzbfFnh8/sxjI0LOQ6iHUZAmvUpipgds0JiMpAQV+m94/aiSxFJTSJyxqbLpGpHnpoBJQGZcb1QfEQmL7pYHSCMwkjjQvxFgR1tV43EFJ3RkN0icRVDNqAkYNsMXPakLgsGFTg/G2mcMNpIiHJvr79PSXBNOhrlfei9Tizs1xBw/txylWNp6AYkLSApbSWslURF65yzAhdpd0r/rtLkYpdUBq778bWtFryxUd1EkVVKZyG6BTSpHSWwUtTpnWnXMAoV5+QKX9K3c6Fc43yxwXZ2CDteI5x1CYqwaSFQN9QSda+XWT9l1h+TdceU3V2Ip4igQFRtIaQ0CGGQUtOLdgllTiQz17F9oZWHEiWxzDmkLlKiOGfX6ImMSDghdy6kc0rWTb8vaVyZqEmqrrdKOAJVEQu0QeQSKnF9nmry3JAXjpwUujlkdfVOIJBRkzprp8t8OmexStKEleauqOJL0hEVG4LvZig6AezmTtQ/Llx6RVuC3HB42KU7kxztGG7v7vLy+LMc3bjIb/a+mkeAMHsF0eEAI0PWnnThIR0Lejtdxs/cw8U7+8TlLhu7TvTqJxQ6Blkql75OVNXd3o95tiYqdlYiZppwYhlMJUfLXY5HZ3kGFxURIzfJUQxIxj2KOCPrjRBaYaWhiHPKuIssWvkYIKhC8p6kGGUwykVefP8cgMnQpaU25DYdW9DTmlg3ZpKFqu4vwqf3qglQdW6XQjExPaa6i7aKrprSk67MurSKHT1ghwFj2eWMPMQFeYFhOKFEMrEdtu2A80UE/PcDL7WrxU1NUP5j+UamMkILQYwksQWR1XR1SaJdY7V+BitVL4q26NQLnIWsyn0rouJn+u38/eJNYZFA1MvZRk/iP9ee6e73ubYb6H43nyal425AeehuOKoiT0GOM1faztFbKflWSrpb8BUfyfiN2yWTyvpEGzCBeyylJaqir/4G6KIqEKiGmPiIiXu8t8hASEdOhHKDkYiq0Vf7dubWEZNJ4WZg1R9Ug2B1oQfD2M3e+iGmGxANFKqU1XGzRFIAhsNhzp3JKfpySmoidoMR59UR0qLHxWKVgJIkzF0fHjtmVaesyJQ1Oea8HLIjejzN0TqNMdFdxuWAadEnzfrOQ6WIEWkPlfaQRqJjgez3kBxxwsZBH2kkVmiUypv+PzZw5ElWTsbSEeVpWALW2VoHoipFd1Ez1eogXUYuQuajeD4CoiV1VchiKtB3SPbL+vOrkK7NQiEFRrgZlJaGMBR1qshDGejmMIphtShJlXYGdftUcdwqsP/qlY23iRLY6sZ8IDGR8+RFx6KKArr2FxMZsWVXmJge54sNdotV0qKHMNUNv9IKeIGr9+IwIRRxSdaZUSRTR046I8J4QhikJMEMKXTdmTau2kP4NGUbschqu/NEZCTkLppop3RsUTe6TGzpoidlo4sy0o0NdBThn/0AAOVvvqFpHlppzEyuKccFWWpIU8s0s6QVQUnC+WMn28Jjf/yqccwTEyvdMGwiH12ct18AKg2OcP2AlGvH6MYNtz1m7OwSZK7prkZEE0Wvp1jpSsZ9w6ujZ6DzfkbHV3imDIl318l7I4r4LkwVSoinMYdOH+MRfZKvCk5XY3hjITFdgSARxJ2QSAmkkgTjvPKQqvxMWlolbxsRWVNruyg0djrBTkZIY1jZPIyVpqrM0gStSIiPInmUoaaIC4wylGFRRVAKgqqqqww1UguCIuR4eIYT4gKrZUq3NCRlYwTpna79va/WpFhbVx4qSmKZEUunSzukLrrx1sZkNmarIuAAp4NjKKHRVtWFCBfHLee2a4CbmqAkRrseK1U4xEVONKu5IS6hm7vwtu+/4i+AOa2HrErcKqLiqnPmSYmviqgJRmDnRK3tPL8XJIrFdVQEyJ/08+kbt13+tcX0joeLvrgyvEALulNJtKORWzn2Ykq5lZLvFqRVHnCUuSpj3wfQp9CVgLQaO0LlIilJ6MiJMe5/0OpT1E73VOaI9etupqRqE6caLXLiq4mKnZzsYoYp3IERSqBCSbQWE/RD1DBCridEhxKEidCBrI9VUAqU0Xz1sT/mmXCNs3aNp8ujxDLjGXGCme6SBa56J6vsg9YzDWhWg4LVYMZIxaBgU6xSWsWELlnZIS+6mKwPeYLKeoSzLvGsS+hD0YPEVVcA5XrM2bseQQzPMowvshZuz5k4lTYgIyITAakMqj4ahkJaksASRm4Gk7S0UOB8bdLYRcey0KvuIa5666AX05HQrjFuExfX18dSIEiVRAsXcQvr2ZSt+zT5cG+3cJ9JlKWQYItbl6DMVegoMXcc64mLTylU8MuVHVlX0+WRE8emImRMh7RKEaqKvBbJBDFerddRhpq86zw3hHaeHEVSknemFN1RTU4GycW6YiyuGjx6AgLMkZOgyj8dlRdIKPhhfo1/xjcQWE3PZERWI62tPTF8Y9LOwvmnYxfd8cZbOpHIElRRHQNt0OPC+Z6khlluyUpn3OjHFRdVFfXEpToYc1EnH3mCxqG7Pm/LvWN0rcVTIKuBRyUKkQeI3GBmhfNv0obgjOtcrPKQIJeoUnFkoLkvOMfD/Y/wO8f77MiXInXEzuHzqKoCpgxX6O30+ZP0JZxJPsVtidNdePI27biNiQrBYCWgtxoQpyWm0qGYXDvyNIyhMvnMQ0sqA3bKASpXUGQgFSKKsZMxnbPrqGJA3u2iQ1OXi6vCRY2Edv1wrIKs6wz6PDnR1YxFahflldJw4fgZimNf5v7wcY5pJ4zuFk5nkgXutC6koAAXPbe0rPSryL/Vc2PZhtrmTnmGmIIt4SIn5+wG52fHKMuEM1VUD0DrkDLvYLaXvXhqrOaGnsxr989EW+IS1iayEl9JwrwxOfMQC8QBmpSPFy8u+pKAcwn3JAGcUNTK+Vh4m5j4VJLvDmql2EM8dGCxBjZe8QEufurhPd8pjNOzKMA1dHP+KckYovM5+pPnmW1lpJsucjLZLdne0dwDnJ/BtFVK9L1jzf/VUVXU1RI7mwci6WZBoaqiKsrSiWUdTfHRk3ZERUoIqzxzdDhB9iOXb+5UK9G2ajyoMbOSfCtldj7l3KmUNLXMclfCHCjB2lDR6Uo6/YBkNSLeSAiP9Vh72SomcXoAHQnW45D+tGCn/wyPr53hU/EunxX3MAldB2QltItk2A7bsssonLGeGo7PLHcVJdJqjm18gfNhh1PxOk+ExzgVXORUdhtn0z6ySIgnA5Jxn95ul2hahVb7inJDMh1mXDjxOMdf+t+5v/NF7lLP0COlpKoawltOp8SVAVyqJKmS0JpYJCuGRGtC43vtVGXG1U/Vrv7yxCJWglAL0hjGPbEnBekjL4EWxKWtnGwN00AyDSS5cIK5XKhadJwYXUca45L6zwhQs1s3x1Me77hOvKrRmciSWvcgtMUinFNNRUy87mT7iGXc0+x2DTsJ7ESKZ8QaqYmdYVYwoqum6ChgK5wwHZxjJx1iZwNkkRDMugijmv5HcYpdOU+c7LCebLIRbXJIXWRDXeSQ2KFHWlW5ufS1Zn4ASWzBX5fv493T1yEtvF+/jq+qwvct2UJNRAMt6KWuDUaUi2rC5NKq4MriAWZDQe+CS8+K7/oMCph96xqTrZydsWFnalxktjpNwso2JooEYSSRoXQpnip6YrzBZGIZ903ttF16gy/rGnb6XlPtSZ4nLKoUBFKi+qG7iecGqQ1mptHjAnFqgtzJUcMItRoTDgJOBiHdrKS3/hkOre3wX4I/y+mzryS4uEFn3CeexhRxwe6hbcZPfDU/fvQIX7HxOR4IH+VenmGgM1IZsyX77NAlwHCvPsvXbaywsjl02hQAKRivSWZ9y/n1gi+tCz4t7+Tx2d0cyhTCGGyR132CxBe+SKQCoriD6PWq2Z77bW31WIUBwgTOT6WKmgCoMqwN3sbrm+SHn+LE+hd5be+P+Kr8cQ7PDN28sdIANx6gYBQqJtJZPOyKrqtgJHRjphlwttwgEJqenBKIEoVm1Uw5bEccDnbYUBf5nJrypdFLyM+8FDnrIYwkLkM6WmFHE85dk6u0Ol+fy4d/6qd+ih/5kR/h+77v+/iZn/kZANI05Yd+6Id45zvfSZZlvOUtb+Ff/It/wdGjR5/zxj752Btqn5EstHzNsY/y/t3XYaTla/of5cPbr6vK1gRRLus+E4u5/jYWu3lKqnBnKzXThsS9Z6SPli2ENhfW19a76MVKjaqUEGDzj98IwbwB3GLKJ5w6shVOLMF2AU+MmHxpl+nFnDzVzKaG6dSwOzX8wpokMwJtoawGkf8zVjSBEe9nUon3rbOw96HF2DhFv4+YSNmkeYKAqpRQEiQKNYxdbrgtNjwAaWrZnRqmua0mqO7/ILcUueuWXKaaZKbpRBK1EkGkUInCdBXDIEAaGCclt4VbPCGP1d2rk1ZH5IyQiVKo2KKFrbsLr6eW0EwJI01PpfQjl2fd6a+RAlllPR0UrrunVa6zadZ1g1i6cZpXdD7Py9STbNhdQqsxyKpqwhGaLlntPQGu62whlGuXLhSoxuQtsU1Z9WIVu7LzjQcz61J7bX8U30jQv+78ONxn54ohKnJSVNVMhVAoaauGiBUp8TNZWLgNXlu80OMGuJYWfgbfrdIYux97uDJBdDNVUflvIN2N2VZpHRO5PjtZFy6sllzsWsaRYDcIGKmYie2Q2ohAaIatdvMryplnbcdrpP0OadGrPXw8hCpZ659hJdzmRHSW24IzHBI7DJmyaqYktpiLgAB1x/PQuL/36dexMXM3JFc2LGpTs0VIC0kq53yWoBmj/CRJR9YRtsKgf+qlpF/epZiWrhFg2ZxYtaSsEsjWUVXlUr+oplxbB67pahoZprFlHMM0EMTa4t2mjRRVSlcSlAftRKVPiSRCSURkIXcaOJtrJ/BNNTKUdMaK1SDgeFjwsvAZXtv7IyaH+vDUfagicCRRuYqplbO3My4SPrJynEdWX8ad3ce5LTjDqhixqVc5Wx5mqrvcHT/B7bf/Ibd3Fd2pdIULkWVrkDMNYRwJtoIOYzpIoSlije0miKQDxlUR2dTpUcgzKHJEr1+HpoVy+XarDRLo7sRVVF/WURRgDzn5SvFF1tOGnPimtXHhxg9fBp+KkGfEOh/OXjWXnslNTFFFAQ/HZwHoqxk9kZFYZ9exKsYM1YhuOKEwiiCPCbO41lmZG8Xq/qMf/Sg/93M/x6te9aq513/gB36A3/iN3+BXfuVXGA6HfM/3fA/f/M3fzB/+4XOvCfDtudtVM2GlJ/nY1utIqo60noH7tExbtbzYrwT2PpdlqwdP63XvuFgLbE2t3dqDJiLjn89rDNx7tqUrqCIv1WttouJnEL6hV7BbIi64Xhmj8xnj3ZI8t0xmrhfGNLfMquaj2QGR+v04hFkgKTBPTrww1pcqq9D12hBrsSMmfsYErhxQVQNI9edRODdtvD2DFG7QywtLnhs6qSGrRLbheuxmTJ0AuRLRCXvoQDLsCwb9jGPBBbaDAZmN6ckpicjr8uGpjDChYBIYQmPolYZ+7iJtq2WOYodYFvTDGef6GzwlDFOpmUldDwLetTPrzpgNdgh6rvHgcXOR1TJrmggGkAuFRtaNukKra3KSyoCR6DAhcdEW4UL162KXDTlmXczq9upz1vvSkZSidT5NK5bpl41Ldx20yYuPwngrfn+TM1hkJSQPjalDvXssfp4nXI9xA2Cy6v5baelWr+WJS7mGeeXp0yIqIlBNX5sAsi6MVjRnVizbUcC2Surfc9sMAKp0TFl77CTkpESMoy47ZoUdPWAz30BbVd8IQplzT+fLHFIXuVM9wzpjhmZKzxT0Smeo1g7He0jjXotLdzPqZLJlWdASty9YI0hDXSjQ1se1/9eTrKJK0Y5zyklBmRvy3FBoN1ZUFieVH5IrLXYVgY6cLJq8eRSB84nZit1svqcKtBB0i7JJk0uLkU3FmypB+clmy3pfRBKJ+51EpBodHG65YGZJIsGgozjazXl573Ge6N7G5wc7lS5IYZRGFSGDi336F1fIurexu3GCT6+f5E+62wySi2irSIseWoecT47wmrUvsBNfYJgVZIGLTJwLVmqn6ZyAVTHmaHyW88MZycaAqFhtuncVrZC+qQZCNW954KIuJeE0xEhndWD6hiIoCbOY4ugT3LH2CF/V/TSvFI9xW7Fbm5BGhZy7pt090DINDFpJtm2fJ6Z3Mc1WKIsOtgyrsqoCIQ2FjtCdgH4yZV3ussYUjURVfZRDmWOldhb9aUyYObM5PdpbffZc8KwIyng85tu+7dv41//6X/P3/t7fq1/f2dnh53/+5/nlX/5lvu7rvg6AX/iFX+ArvuIr+NCHPsQb3vCG57SxngE+cOwjfObcg3ziwuvqnKl364RWrj6wdYO9g7Bfu3r/+iKZ8WTkUsSkTUja29I2c2scQ50upS1+rKuGcLMH0b5AfbfRqeurU44L8lS7nHBmGaeOnEwKmLY0MmVbFFkZf9X/ZUNWGhv71j5LL5ptzvZOV5F0FTKUzsxpLXZh3EQ6pbu2jZeBEohOgOq45aWsUkkCUpcFYlKAsRZjDVkhmM4syVgDY+ILKdEgJBxGBMMY1QnoBgn9FcWg0KwHI44Fm4xNl0Bo+qIhKTMRMpIuaB1YTScoOCan9Y09MZoVUkq1w4nwLLobcF7l7KqSaZhipEYahZHaNV3rbzOIRvRESmQ0UTWD1UIwkBmpCOrZrcL1wtAItBBMRcwOXS7YIafKY5RWEYuMY8EmWiq6MndNFRc6JPtzyPtXFFJwPuxU54jzj+kpXftcLEbdYu1vcBpdaReUZW75pKSu6nB25PYAk+znhus1boCrCrv9vg/y9KMPAbj/CYBFB6KeFKgqsuBTC1ZCWpGTrYHmVNLhnFxhlx6pjUir3F2AJpGOmPSZMRQT1uwYjWSiYnZVj3HQ4WnViLTBkZqXhV/miLjIhnHC7m5p6BbW6YIWJ08LVgWdTDbl5+X8xAbak6lGJ9cu6wU3lhVBE+EF6I4FIjNQpU/K1HkptftxaeY0sO57fHn2wjgiWhOfQlmyoClNVRhyociCkkT56simyKDWpRSu8SltfZCSiAjQAtkPHUHphXOTJVW6qPowhWPJDi+LHuPTh59ChwXxZOAiAGlMPApY2VHoJKG/1WM6PEbWnbE7vIhVTb5sJ57wq8nX8prks5yMXUJjiwGP6+MckxecSNVMuZNzkHySf3P3FzHqXg7rISFVhKQ++MpFVuIYGy7cjisnTC9Wdj44Y2ar5xHDs3zlxkd4dfQI9/IMx/Ipw8w0E/RWeq+yBaSTw7oynA8LUmIm6SrlZA05GyCNQhUheX8bGxTksRs3S+soya5M2BUdLtghE+OqfJDOcM5FoATRNMBOboAy47e97W289a1v5c1vfvPcQPPxj3+coih485vfXL92//33c/LkST74wQ/uO9BkWUaWNbbau7u7B35vXLgB9AunXk9YhaXb1Q5aNjnNMnA5Vgex56I8iJi0sdj7xsOLWJ3ga17w2i4H9r0n2qQEqN1B2/Ch2UA7AW6cyroHT5C7izPYLV1H4osZ5VZKOS7qtEupresybCCvhGs+EhtU3xdL+P+mV2ak85nXRLU/ihPMNgOPJy3RICRYj0mPR/VxUTkEM4PKWp3DtEEop1fp9xWlBjBEmWVW+g7JMMl9qNcRo9ULmn4iGA4kvb6i0w8Y7mREJwccK9fIQ0l6/AJxWICECBd1UcZFCbZkn3N2lW07YGw7BGiOxRcYigld3DmXEbBLj0RkHAk3iWXGbrjNducQ4/5FbKXoE9IQx2O64ZiJTdiVCWFg6llur9SE0mCEqDVR7rd2EZSMgIntcKbc4EuzuylMRChztqI1xmGXDbWLIiU0uiYOPjpTKEdOpoFkIh3p8lqEVaaoal9CY1C20bW0b2b+uNaGb9UJ6QmJPwfRkIU8L7iW4wZc3dhhpOWxJ96AiS2fP/0gxYoPezPn+uxnoP2pqj2Hxolhsys4E3f4vLidM/oQJYpE5PTFlFUxqoSszixwzU5YLVNW87JOtUwCyUhFHA0vkhLWvZ+GYsJX5GdYT11/MD/7NQICPR8NWXQhlsbZJvibOOw3Zs1XCbab8tVR3mBeWxfkEI8s4tyM8vyUYienTDV3/b7rz/TKA4+yw9m/MHB9vLSBQiNTjeyoumrNWTK4IgdNTmgNXV0Sl01LiMB3eB85fZDMKpfqTMNuDpUwVigBUYCMFGwk2Nilgk0g6lYEZeT2Ly4ER9Oc1ydfYPO2/8Yj6y/hwuwos6yPnQ0Yr52gu7vC8OyA/jnFyhcDRBqDOlE7/ZZ9xWxY8tTWMR5ZP0MwPMdK5wJSaHZmG6x3z/LtK7/KfeMJJzcVQfkkr3nJ3+H3vuIBfuPCN5A/+SqOPn4nq08fdr+DthjltrWMbd3M0NZEDUCjI83uxkWmxx/jvqOf4E93PsrD+ZfoTl2lTjencateuL2YqoqnVJZp69pWqqAE1xTQKHRvm+GhL3Nn93FeFj3GSXGWDTMm1Jpn1JDHzG18qTjJ2ewo06KPCVNXJl1VqEktiS5e5uS4Slw1QXnnO9/JJz7xCT760Y/uee/MmTNEUcTq6urc60ePHuXMmTP7ru8nf/In+fEf//Er+m53Adk9kYs2UXHN+dwv5FXY0FyUV4u5C1nuJSc+bePfB2ey1RAUO6cZqLd54bWwrJZfmCHVIrESd3GmrlTXVrb0nkAESpCEAJa0hK6yaDs/i4n22Y6D4MO1qmXiBqACFwUJYunSOx3Xd8cfowiQhXBqDGPn3DeFEsSJpJsbvIJHCssER1Da1Ua6SjdlpaXUlrzSqISnpwglidYSNg71ODrMKfqu865rQy7qtIoPt5YoUuPK5EoU22JW29ynNmZsO+zolZZhW4yUmjgeYa3CVOWiShYooRnTYVd0SGSBUi533oThG51AfcysJRCGAKeSj2RGUfUGmuguY9UllwG6lVoLPberXjLCrbOo0kgAsS2Q1T4qa2ti4qMhPqrob2rtUniAUjXnbrucOSyb779WuNbjBlzd2AGN03MWuhm8I34uPJ9KhbSWlaikn1t0VZ0wiyw7CWxFTli4bQc1MUlEjkKTUFTO1SUDk9I1OYNCs1b1W3RjkkHZnELs1KnAUigGJq3JSW/moiF+3Nqv/YVvWdCO+HiC0h7rPOYdWqlviovGaJHxfb4cOVEzjR0XrpR2n+7ml4JseYSQGyc8Lk1tjR5oQVJaMmWAotbS1OZxlV9VmIPKK6Gu77Scm5qc1M63SkIkMd0A3fMW+L7zu9OH5KGbvCoLPVPwsvBxgm7Jl9WUregQ06THNJ6QDg+RdY5yhCP0RhKyDLt9wR3DpEs0WCEc9rHqGKNxn/H6KlsrWxBP6PYucGfyJCt2xjAVrG0qOhc0X51LNk5+mkMbO7wr2uFUd5es+1LCNCQolavywZGSMqzE08rWzQyDIqAMS8ooQ0ZTVtQu62KXbmmqknF33I10xqFNU9IG7fuQxLAhthnEFzF9RVm4iGwQZNzbfZQHoke5j9McKqe10dsjqsep8ihns6PsZGvkeRdZJKjKIbkMS1funFxHDcpTTz3F933f9/G7v/u7JEly+Q9cAX7kR36EH/zBH6yf7+7ucscddxy4fE1SWlGy2geiHsxdiLAMbCuKsr/+ZBH7RUz2W8aTEx8tAeqIiXeX9a/5bZJWzEVPdEsfUwQV89XNLMkTE1m4C7y+OHNddyUWUhBFAiklYWB502f35gD/fuIqd7r7WKEfhCjy5ETUUROAIJJIJQh7AUE/RPRD8sQNAt42W/lj3rYKr0RzQSTpdJXb0YqkGK+50O5VT1DG9a5YtDGUGuIkQyqB6of0DsXcsRIAJdOwEpVKN1s1StQ38tK6XjupjSnLNXbESv16ScBUd5lWTrKFiWpCEgepe1yda2Hle5LamIlISMWMqLqRJS3fEGnnSYqs3I2HYkIqI1aCUW0p3VPOu6IULSfQ1jlan1NSUAiJFoISSYDrZ6SsrQWTvnKjTU5qPx47v24f6StUWxPVfK+0e2+OzxbPx7gBVzd2OLtvyyyyTCPnE5MqQSoV26pDJkICqzFV/xJV3ZHTSl+QC0UpFBtiu+rxlc+5Vtd9pGzJoNAMM0s3c6JVX4mVBAYtZqRSYapzo6tLBllV9qv3eigtGje2y2/3M3lsoy3UbxOTuqeQFJXniCV6kxMOp+97uH5cfuLeepx5tvCiVVG4fjwqcVGiOLTEgUVWxznRthZ2Bt4jqKQhJ97ssdDYXDcNDftR3dxR9xTZQJB13XhUBq43mi/dT0Oq6jbLcXsRrRTE0FVTplGX7WiXnXjCWGjCLCYerxFuavSFp7GFY5uyt45cPcpQ3k1nZ43ebpfJygbj9U1W17/IA+Gj3JWOOLwV0LmgUaemHDojed35LsMHnmR45D/zH9SUx6G2NAizpBKaNrdj7xRrpKGIM4zSznnWKiamy2m7wd3xBXqlplC2StPa6h5o6+u3LaAHNw70TMHxYIuXdh/lcZkzKfsYo+iGY14WfZm7OcORcsIwd13lR6HkaX2EJ9KTnNs9iU37yKxHNBoSZgmqDAiKgMXWMdcCV0VQPv7xj3Pu3Dle85rX1K9prXnf+97HP//n/5zf/u3fJs9ztre352ZDZ8+e5dixY/uuM45j4ji+ou+/584PAS7FA+6gu46cexvzFcrWMxGv3r8atJdvGwzpAIrq5G9bzrfFu1lg5zwmPLyGZjHio0xzchkxH0HpfPVekWBQ/XWA1SvYlytN67Rx7/vTuecX/spq7VnS/RfPzC/8uTdyYVgymPr6D0EwDGs9i9AGmRtUJyBZCQljZ5Hfyw2ruWXrYsk0s4yrlI8qYVaVMDb/LeNMkxWW4XbJ8GzK6pd3OfbKQxx92SrbdwVM+pqdvmGzZ0ildTdy4aIWJYqyXONMfsw13Sp6lGWCLuNGICYMSI1QJUoVROEUJXRtKd5RU3pq6lwVbR8ETNWUrsxYFTMia1oaEj+ou9cioemJjDUxJog1Y9ut0gQZh8QOh/WIldIZDProhRHNjXSqAlIR4tQ1lWW/COvGizKwhMZgRNUDyFI3pPTnoT8/fWqjXdo8p3kRliy/djOh52PcgKsbO+6660O8b/w6tmLFN4Uf4mf48+zQrR0wS6PoyymrasxhtUOqduqIXFF5ERzWI+4w205w3BIzayEIjaVbuBvFysy11ehOnSEfuAlNmljkRsk4MhTSTUgSbZ1uoCaTzY1F7kM8FktvL1WVuN/YcTkkX9N8JvjRL9XjzNXg8K81qTb9E/chdnNkJAkkrH7th+sx67NnHnRph8ilKAbTpq9YkDvNnShaTtR+H719vpLQC6ATYAYhk0OC0YobA3YSW7kpi5rgG9GU2ysMh9khVgW3y3MuytqJONU9xhc697EZFMTTV3J4c5XyU0+Snv4I2dZnCft3oDqH6T7zDURH7iY+eoKV46ucvzfg4dd+hL+4+0Ve/dmIzudGFF/aIT0/Q6eaaC3mgU+ucP8rA/78y3+Jv3vPJo9MXsZouk5axlAkqMkqw7PHCYqgISthQdobu7LiWZfiwu08knd4auUuzqxucF/yFHfacxwqZ86Yrer/5Ryiq1Ra4SYcysAwhaQsWQ0vMEz+gK2BS4OPq1/5bnGGFZ0irXVp5Urz9t6tryE79QCHnrmNzjhB5co1v8QFDYQGVQjMeP6+8VxxVQTlTW96E5/5zGfmXvvO7/xO7r//fn74h3+YO+64gzAMefe73823fMu3APDII4/w5JNP8tBDD127reZgcrIIU6nBddU1eDGKstj/xv/fL7XjyUkemTpk2E7f+FmadoEBkHtJSpuctPv9+H3yArEbDUFSiWKHe50Cy8Dy6sMf5elHH3KzlghMJBGJQhaBmwVVBCWoXDsjqkqgwNJNDb6uW9YiXqelqaK3tZA3Kyw7Y0NZFhgzwRSG/rhgpXMMaRRpbCuRqnUzXAoScvpiRipjJmXficPSPmQ+TBlhlcYGBSZMsWGKtpJCGIzKq+1yjoltaBQTEhCQyAJMSYRpkZMG0loSW6KE5YS6QCbcIK7QTrNQFHTLqiJHV3nj6vxuk9b575fkBE7wrECFpWtlUIXLnR6l2RavtdjfCdkRa3DnYXYNtW43yrgxCiXbKuEn+GaeMHcx9o0RTUQicxdhkwFI6KqMxJSO/FnLqs6IjKVb2lofBO54+vSa79+SZJIkFcSVLYCVUERiT4rVf24+Ymaf80z02aaznw9YL2rNDYvK67hwN81XH/4IXzj1+n1bf1hVmb5Fsk7pILVraCgFdAJsN8B0FFlimSaOnGwlkqkK0Mg9qVGNJBNhFYnUDIUr+S1RpCqmH4zYDFOKpMB2m46JYf8OrM7Qs/PYdBebThDGYELBeG2bl4hT3HZB0XkypfjCNuPHR6S7BdZYolGByQ0d4GR8iFff9ghPZ7eRhj0K3KHR8QSjtFMsQ01SgtyV8aoixEz6pLMus7THo8k5kk7GuhoxEBlJ5Rpdl562JiZeVOwmw9C3cESmJEFJV2Xsio7rLG9d2LqQ7iaWSsWm7DObrdHfXqe/1SOaKlQhqpYELVKsDfp6NgscDAa84hWvmHut1+tx6NCh+vW/9bf+Fj/4gz/I+vo6KysrfO/3fi8PPfTQNVHiP/74G9yAHTYC1MXOwfXgXoWwSw1B4JT61s88qmUPEsFC2+2wWaZNTrKwEeS2sTi2zBGYBXJS/5eOqHjltU8Z3SiDDDj3Rhk5z5NFnHhpUx0BVbQpFgijXFhZW6S22FyjOvOnnJSWblfWj5U0KAlpYUmqRSMFcSC8jxFZ4UzeSl2iyym6MKzfOyTudetSy3apbiJytu0ATeDK6mYrqNGh2jHWdRN17evLOMSUITZKKQFrJQQgjbMcd2mh6s8qlNBkhE7zIhwxAuZIin9NWUtkDTCq0z++NUObnLjPN8doTs+CoUvWpK+EYoYrcSZICa0rqY48UfGkpKoC8uvy/TdU1XkZ6dIZ/ve7VEfuq8X1HjcAHn3q9YxOBJyS6zyiT3K6OMZuOUDbACVKuso5aE5UlzJQ9KoWCSsmpad1bRvez5oIh0/FKgNR4fQjbXNIcGkKUx3XMqi0L74h50J5d7t65XLwNvGSvV5ONxJMrpG5RuSuAV4b993xYQAee+INRNZFj9pd3K10TQwNqnb2Fdo6vyWfolICG7r2A3mkGSeWnViyHcTsyC5TZ5lIiayFyeDSuwFO2JxQ1NdUX7goqQgKZ4wmBTJZRXUOIVSM1RkyGiCSFcTqYcyRIRdOjpgef4yXzbbYOBNiHt9i/PiI7TMpk7G7oLvdqoKuo4iPdrnTnqOrppzTIdYqhDTY6g8ae4OgCGDarXvuSCPojLqMs4QLR45wITpLpsJ6ErPPLam+x7ShjKvwW6EEXKp6JpyeRAuBtgItFSMVc86uYWcD4lkHVcianMii9ZsAlU/Fsz9Z9sE1d5L9x//4HyOl5Fu+5VvmDJeuNbyWo/F7cIOFFq4CxIgqZSKdFiWUor6g/WWyHzfx0RL/2BEUR4jSpCEnhbJ1egao1fpaOh3EYnRkD3FpbffNANUJUJ0A2b98iYeRTjnv+gwpZHUSy1wTLHxeSEOUqEpLY0hiQSdzTch8C/dACeLQ6WBmWdOgTM+Ma3gY5axfzAhmHZe/ttRaDe+SmNqIHT2gyHrIySrJaEhn3CdMQ6SRFHFMnmTkZUgZhZQ6dOXFRmJaIQclSlITk4q8KmdWlJXDp7+w9yMpPi0AMLA5RgiX+mkJBNvRtsZVtiWctRpZ6R00shZalsIRpl1ZGcAJTSKdAVwhqzSFFOSi2Y9EuDJpb9jXHsT88i8knu9xw/fMOWvXuFCusVsOOD9z6aNQFmxziFDlZGFMaRWr0YiuyAitEwoOMhch6WTz/hLSNCW+3qq96SnjltGB69sz7hlSJZpS9EozZKSrxEN64nMwUbHSYlrvNYaR7vxp601uCFQTE9G+kS0gWLinNf16hKsQkdZdUfuswyqBDSQ6cj5ZaQCjIGBL9tliwLbtU9rAlYTbuCqbDSitoienrMoRR+UF4soSMcB1graVR4pVAtU7RLh2b/2dMuwR3vuVmJNHOffSGede9hledeL9vPwpRefRKdMv77J7LuXChZKLY/dDDWeuRFvFU6LTEw4XoXMc1iE2d+kVUTnELiLMIqLMGUeqwnn1SCM5PVtjpzdgQuImKBRz54w64P6zmNqNrMHYoiowkNXy7vFUxM7nx0jnZptoVOGqOn0EBWiIyWLDtueI50xQfv/3f3/ueZIkvOMd7+Ad73jHc131vigDW5UUN7M8ZeFr+h/lgzuvc88N9TKlssgqNaPKJooC1Mr0dg8ccMvWEZjARUpKZRkndi5Mvpha8j/64uDenrU2M1f/IXhouLey4UZD55+dPvC9c597I0Frn6Vx1tk6AJVIgl5EsBKiVkIiJVFbKXpcoMYFelYS9qqeN9pitK2rAMpU1x4oqso7z54aM9nMGG0XlKUlSSS99QjW4kor5GydUxGwZVfYtgPO6g1O50c5M72N6Pwd9Lc26O26Xju6Va7iHGRDijimTLtkRYSJU0yYkuZd8mhKFiXEMmdiuqRBxKoc0WfGYXbmNAngSEloGgdQ77/i3p+PYKRB023Ulxf789J93hBiwIKmbJxpMWQiJCMgEwGxKOnaDGUMStq6iMpvkydGzWu2nn25PH3l2xI+vze4F3rcGCeWTbHCqeIYT6Yn2Rofw+RdsJI8HqNUibYKbRW5iXlj/Ees6wnrWcnGRDCYSga7qnambqchVGYrYlBpzCob/bQPo1Vnjb/dM2x1BKNQERqnFfCk1HfrDrSoy4uDkqqx5LxQVhqQuDFQGMGhV10bI7vnC9E/ePLA9y58+mGstCRS1tEoK21VgeNIWBk1UZXFMmloIi06gFlkGEeCi7LLF8wdnCqPcq7YqH7XwJmt6Q5Z6TqRJ+GE1fgCd8SnuS04Q2kDnihO8MT4HoILtzG42EcUBvmyr0Sp17rWHUmEXkv4zNf+MdGxD/DQ2gf5fvkxXrs55cR/2WXno+c4++UJT58tOTOynJvBTAtWI8OJ7Zx7U4OKNrl7e8hrD3+WR6IHyMZrxLuH6IxWGG4OAcjjAqMsRhmUkahcEWaSYOo0OeE0YfOZe/iiLOhtTOnFKUlwnn5ezFXgtSc9npj4scXfr5yXkzNv1EJSVO0wPGFJREa8footadjdWCVKu4RZTP/iCvE0JB4FBFOJmBY3HkF5IXHXXR+ae/7+3dfVs473777OWXRX4+rcbLQmINXso3pdS+qGVe1KBp/G8ZoSFzGhCs9Wn60H/PnnutIMtGe+vny0hzfKas2sn+3BuIHQ5I3nSUq7MZibDQWolQipTSVyE6iOY5myssivuxxHyvX26QXYtRjTVSAFK6dn9J4asfLkCJ1qhBR0TvYpj3eYDUX9uwGkRGybARfKVS7mh8jzLkme1LldIy1BujeX4XteSB89qcJq1oSUZcKoHKBESaA1AZpAaqYihiqCIavqGt+8EsQcUWlIShVO9ek+6xo3eg+qonVyzLnLCsAuTDurdQRW191JfYRGCwHGEMKeUHD7vE2lIz1aCCbyGuZ4bgB81fpH+SqAEB6w/869aCXtckBjJaHM2Yg2OWx3WC1zhikMx46cBLnzCGly7tXvmfowqqjt8XUE4xXDuKu52HOaiFEQONLa2i43yXI6ObAEgLEu6hu0ykcbNDfrxT5gNxukoRqP7Z5okZVe31cJ7U0zoWx7Ws0VMEhHsjMRMjYdzhUbnJsdr9dprETriLKMsTrAWomUmtNCk5qIkoCnZ3eQjo4wGA1RhcSGEn10pfYpmaxnbB85zeodn+R/WPlD/oz5DK85pbnz8wHpoztMLmSMx66Vx6yE3AgmWkAOHWW5uKs5tJkxHEuOHNnmUOcsp4MjBHnM4OKA3mZIGTtikoV5PRbpKECHChkKhLfEN25MmpguO7ZHIbZommPs1T+qKkq3n2bTpZ+1S1UvaOj6zDjSPcV5oUnjCWXWQ2ZdjDR04h5GduiagOBa5oUr3FQEZT+0O7j6yplFF05fugvN7MMjb0VLwEVcZnGTwilkY5TlvSg82mREI+rBvxZjLXhhFNKJmCLDgRbWNyMWKws82pEpK0FHArkSIgBVkRClDSjZNBrshdiq7850TTHrW3YHhlFXUyg4sp2wttmje24DOXWe26YbMFkTTPvGCZerw17iSvJG5QrTbAVTxlV7c0NZxZV15P6Xga69B4o4QwcFOiz21G4KYer+FanMawfbHdF1VTVC1yXAsS1YESmJ0dVFL/Zc/DCfDmyLL/1/ae1c5MNtCBgMGkFkqT1fQquJrCaypr4m/E3RlyD6FAM0UZNcSKYyco6eImQmy2dxJtwcCGWOlAajChAGpUrCIOVQco474tPcGZziSDlhY2ZYmUp6Y0U8dZES31TQtkvota079poAigSyruXCsGSzBxeikJFyhck9m6GwFNKSBu5c1bKp4vOVVovlxeBec6SlISk3M2pH7oWigDbxasZtqqgRrjN86/068q2cuHOHLjt6hYv5IaajI/Nfaqv8M1ACU+Fs3XeDVQodMZ5uEGwfQZUuupr3JXlXk3VzZoMpo41zmPXT/Pnhe/lq/Se86lzJbU+EBI/uMLmYkaWu3UgbgbB1W4BpDrNxyeEtxbE7dxgEu4hkXHcoVlON0BIdhmSdvBqLmmvRyMp3JCnJeyOieExPTomFa5rrvLTm74FtKFONA8a7QNjariq0pu4tBu4+5ishV4IRs8g1iciDDBNPmAA6LBBGogqJLJRr1HYNcVMRlMeeeMOc2RIhfPWKaxgI84yx7eNghCMg+/Wp8C3ufWfNQlH7JDTlac1stw1vCKaFqENi7nX3A/ubhrIWhFNEh9ZVrHxD8pFrfnyuFzw58aZRi5VRtXOlEpiucsI+JVy309y49Ew3wHQVRU+S9p01+RNHc853JKfCFZ7iMGM6vGT9FHfcsc3RqWFlJmurb9BuJiUrszKrq9xzTG4i1xbcKLLeCB0WdFlBa42pTpoyLNBBiVEaHRQYX9ETFG7arAqELFAqdyRE+EaALr+9Y/tMqCIqQqOqrsaJKAiFQS8SjAq1FsHMp3eoQrA+AjJPbKoUDZYIjcYSViSlFsl6XxRj6yif1+Y4wuNLMJ0XSCpCtmWXjJASxZhrK3a73vjgzuv48PAwnzN3sRGdRFvFZ45/J3ef/090wwmH47OcjE5xuzzHXZzl6FSzNpGsjBRJm5yUxkVOWs2sTKwwAZQdQZ7ApO8iJ08MJVtBpz6u4H4jJSwEuLC6rDRI0p0DYeWG7cYv23JedZOAk/d86IA9vHmxh2gdUMW0X/8g/1gHrpFmISQT22GrXGOSrhJcPOYiodJglUZohSrdb1F0uhThgCIomIYpGIWcrhJP+0itSLu5++tPyDpTspUtxPAstw8f4zX2S9w5Lji8GRGfLzA7OdOLObOpJg4FcSDoBK7qCwRdZekErs0HQPe85sRM82Dv05zvH2V7cJQyOOK2b6qJQieKBZiubpF3ErJOl7jfQWpJnmTYtWc43nuS28KzDJkSWdf4s56MtCOwrWMcampfq0I1gnkwREKTC9dMNBOh6zVl+2QmxlQCYykNBBmmMyIFwiwmygLCLEaG1zaKclMRlDw0FEHTyyEL4HdmD6KqvZCBG4S7edWmHuGqPYJ5DxUjbL2encRFR1IlKKRyJ7iM6lI0j8Dq2pDJw4uIvEIcXNmon0F/L7/Fz9o/C8INTBMRozD0RP7CHbQXAF4YKMv9nSrd7NLl5rM1BWsKiOplsq4jJLt9zbmVktOdiC+p4/zn0Vs4fep+krN3cuyx2wkzxXuO77J51xdIDj3JscEpjqxvcmd4itebL3CoyAiNrTVAfTFlKHfZlBsIoRFhRr56nrwMma6fwbe9B5yNqipcCaM0CFkQqBKlckJZEAczIpkTycoSX2QkMqv7/qSVS23gJHgk5ASiMVJb7ETrtSehdjem4VSQ5G7USCN3nmcVcda+9NqnfnxkT5o50tzuiNyOzNWkB2pykipJKl1DxZFM2MWFiX2FUm5vrXO0UO4a7Isp/z15O3/a/GNeufMLHO5M+arup7lTnuG4uciRLOXIxHL3U5HrHJ42fiL611/vSHbsGgma0KVyZn3LtGvY6Rsudi1nkpDTwQYfKV/OpOyS2tidEzLnzuCU6xBLShy4DrE9k7sS9Cotpyy8Nf4wv5U+WJPMsPLHue86H8drCenmanP6mkXsaeS6MAHyKWRTVaGlwhHsqe5SjjY4eup2oixAajfLL5ISIy1hGlAkzv10ujIi643IV7YwKmdy26NMKj8kcJbwQZByKNrlaHyWe6InWS9ndHPhUlH9gOBol+GdfaLOjOlOQZKUrPUts8wwSt3F2I0ER9YVvZUQdT7jVV/owks/z3B1wq+H2zweTxieeyPR2YzwoqUXxpThKpMTj6FXCzJgpEPIE4RRdJIdVoIRG2KbdTOmq932ei2bK4Gvjo+alz/UkRRvDFqNR4V0AvyJCDjPkM8Xd/HZyQNsnXsZskiwQmOj1I2Vxn2R92kx0hKVL2KCMo3n0y6TQNbRjXZFRKF8ubFFS4FuNbobJ6bWk6TKidYKIZ0JVsUas5YZlkcsijlyAo6gTLi0M6Z3CFXWuMd2byTmZsdBvguL5MRX9/gZD7jH045h0jFs9iynk4TPyjv4ePYAp0+9huOff4D1JzsET17AnH2aEw+8gt7On+LM3Yd4/PAGz/Qu8nTnNm4bbKLYrC9SIwRDMWFDbTOJzqBEySScMIlWMEa58mG//cIgpUYITSgLpNTOoK0iJLHMiWVGLDKn/Fejulutj5ikNqpv7gk5PeFuQmGrAWAbB4VgpYEklwTaEpa4SGH9GXfe+PRjFjjy4lNE3vvEo9a2yL2pI98jaCZCpsRMbEJKRGmDiqDcWufoKJRkuH371uKHKe1tdNSUtXCbo/ICG3aXI7kjJ6tVSkcYFznxsEpgIokJXSqnjFxH5K01zcWeYbMjORP1eEIc4dHyDj43vb/+rBKarpqiKOnLKX05rc+TdTUmtgXRgq7oQhhXKTtDaOycW/GtAF/p1Lbjb+NShKX9WVtFVpISuibnaHCRjWiT0/GEIs7pjOLaVCxMA2b9jIvHt5gNdijjFNMZQZgSxhOUyomDlETN6t+stIqgejyUu/TFlEJKxnHJuG+Ih4puFhPf1kNGkrCXEXdzsqkmSw1rqavgiSLB2kZEMgxBuYqvtangju4mX5F8kQtrR9g8+QDDeEA8loAlygJE2oPBFirIMCbDhhnWSLQJ2cw3eETeTRzm3Bls0isne8aAmqT4S1ruH6SqJ1LCmUBu2z7PFMfY2rmd3rnb3fqCgjLKMGGOMIogSwhyZz1RxAV0rm1q+KYiKK855Kpdfmf2oHO5q4x4PHFIpaWnNXHpBIFOa+J+nY9tvc6Rm9i1q/czyF2ZkImwzrdp17Kt/s6gRUrUQthbV/X1i8v5CMq/sm+CykJbI/lefsulj2/ysX/yoYdb4tcmfNjc810pXNuVEuDipx4mS+xcdZSRTn2/04Hzccjj6jCfze/jC7v3c/zzD7DxxRjxxCmyz76H2dPvZxh+P0NzH3AH58uQ6cZpLgCTQcJEVi3srUt1rDCllBcIopKhGjkxWTwgM3FtuuZ9MHzaRomy+q9JRFY1gcscIRGuW+1QjEkoiGlIayaC+twJMPRIGVjnLuvTLW14UmGkk7UVQUWyC1EbVrnGaS2CUo0q3ro71LapZDONh0q7wk2L/cPi3rwqEyEpISmuDBOovSJuJbw1/jAf46+wbQZMKt1QLDMOqYscsTus6pRhZlmZSvoT6aKBVSSw/O3K40c6v40ycuQkSyxpYjgzNJxPAp4K1njMHueJ/DaeyY+ynW5QFDGqisSl4cQRZTllLKe1y3EmIufHIZwOoUTxD/kLBGpA12Z8l3j3dTxy1xbF776RsuMIHnJ/LyppoPeGZuyYfuDh+vF+ni+uoaqgnwoOJQXbasxtwRnOrj3GqP8Servdus/NrD9jurJDeednuX3lSxwJN+seXLF0/bmGasRQ7ZJUke7URvVEpC+mDMWYQkimIYy6hmhVIE1A994haj0h3EpJqm7zelaSj9zvKpQgSBTRWgyhrPd1RefcHp7jZO9xHjlyBqklVnWd50iuCKcD8mSCkQVhmGFMQwImZZ/T+VF6ckKiCg6rGdKaOrtzoC8KB1ejeqQ2Zqq7kPXojPtILecs+FXZ3ASkVhhlHEm5hripCIpHO+oB8G3yD/h5+7X1bMNrEaRuButpCJlyxGQiQ1IZMBXxnJEPMBc58YQkOCAf79I5am4Z15zaEFRixUyEdCp3vpudmHgs9m4RkrqaCg5uLVBEbkAvVWN0pyWMY9iOJBdUjyfMMeewODrC6jNdxBNPY3c2mTz23zD5LuW5LxOuHqK7doTucIXZ6nnADSJTERMKF7GIrGFo3E0gEQWrwZix7TAOuqS2EsnZ+dM/EGU9EAGOoKBJyGtDp5iCgZ0RVrNdP+v1Pihei6SsJbFFnXbZTxwLjd7Eu7g2PVgqklLuFUSWlfuoDFvGbgZCLVpNwSrtSYuoNN/pRN3eK0ZXkR93TOb/30q4YId100g/G/7l4B/yr+ybCI2pzBKrDsHFYumwiwQWCRQRZIkhjS2jruZ0J+JptcYXzEkey0+ymW/UDdVctYiL2E2BkVohkzGZilFCMzFdSqWq87TpzOzPu564ttbh1xt+XKgFsnL/5oZtLJISXz0ldBOhDYGVsUJLjRYjss4XSbsx71l/NQDRrEPemZEOt2D1NN949L/wII/QNTnbYYfzYsjEumh4T6R1ryXnpRTV/a8CdO2ZkirJODaE/eo+MUtci4+NBDUuiFKNnZWYcVF1XpaISCKHMdOTMZMVNw5qIVBohmqEOfoYW4BRx+hv9QAI0y5F2sNGM4TQJKE7JwoTOmFvOeBseZhVOeI+da6uGDxIRO3HAj+JaVei7hftpfq+MAsrXUzHjU9VtUkZaspqILrWNR83HUH5Jf2nKWRc1WwLElPyS/pP87fUH4CA38ofbPkLuHTQOBKcixImImZXNLl2LDVLBk8u5ruT+tCrLx31qMuM9ykU7pqcxGj+UuScEm+JWuIWZv35k18He2+iOrD0Fj53fr3cU7KthUuzXVBdnuIwTxS3cWF2FDlZdR9aX0NMR/Tu+fOMv/gu91q3gw4tRZxhOyNWk01KFBnB3O+xWmasiJzjlXPrHlHzgl9N7Vfixc3G1lbnCltrBHqlITTUzq+LXgNtLBokFZK6R0g9UAA6dlUdhXJN08KqaVqSNRGVuow7cSTcGXy5bQ60s1gHF2EJtWUWmTlTJr893j5f7+OuCcwR9lsJJ8VZjoYX2Qnc9d8XM36Cb+Z/Fe/md/SDJAVEuesDI3PTlA1L6sjJ7qohjQ2TxLDVha044APyfh7J7qk7vZZlgtZu8iSDDCkNShVIYciNI8c+gqeEZqtcqyN3/rXfjv/X63OQnmdcqi/aQameYGYdUWwZtVkvUq6uYSsF67lksC0ZrhuODi9wz8ofsPrSER+bvopYukafL48f5R55ij935hxHNwOCXKCDlNHKhM0VPeemDO5mnimxJy3vSUCh4GLPMk5KdvtVs0MdIk0414263bhwFhnO9gu2w4DTwWE+re/lVHaMzXwDKQ3l2hm24pQiPs7KhSFhFrsoSpSig6xOQQEUVYPTzXyDRGScjk5xWIwYlM6oMWxHVlspXy2aylT3nnswVYGLrBISoNmINtkenCPrzOiMEzrbEdEYZKqdOZuS2DhyeqxEkJUv4hQPVCp464Q8A51Vr1l+tXiDE5NVgkBdaR6mgWASKM7JFXbpsW37dSg7WKi68Ay5S1YTk8QWhNbwLcEH6234jez1c7n8xXLiQaHpFriGM7cgjrz8A3PPz3z+jU6URTPI5JHl8cffMOe8a6LGkKxdtp2KwKUaqsiGEBqrCvKuIezGiPXDhOlXsLp2B/LQbdg4IhuUzAY7BMmY1fAiCfOiTmktibYscnojynnvkZaGCZqQ6JxXjW0M1ZRtiEmbSOznhunWT9UPyulJssru3L/n1+/bNkxx2qlSWwIlCCrGE5TOL8Kv21Wc2bok1aWL5vu4SCsoqu/2dvftSjPdIiH+OvAW4LeWRNbhdn2RVISsi1GtDQus5j/ph1ivGitCdRMNpOsgLhsNVRlBHjobAk9OTgdDTlW2+amuHEGFIQgypNQ8fuSb5rbhtaOfQ4lmEPfmcEooMqjTjLcq4q9txo7RRx4+cLn0fQ8792lfOVXMu8iKwpV2+9xp5e6D0LAiJUEZEuiShw9/jpf2n6oJ9xGzy23TGYe2QwbnQceOEBWRZIOm4rPd/NUb6S22LYHqXlPdb9K+G2/a5MYL0gvpquUmMmIkOnzB3MGmXuXcbIML+QbjfIU872KyvhPBliFZZ8pkJcRKgzAKjELrgEJHhNJVE8qa1JaUVjElJhUpofIT6iYy67fLTwx9MYG3y8iFZFcmTEVMWjlwZ55Qh0UlNBaIQkNWINJqlEgDVBggs4BrXfx30xGUtghyrt+JV7ub5rWiMu6ZyJBzdo1tO2BbD+r3+3JKKXzlRRO+61rXKMwbbUXGzh2pYWb2/NhtV75hCv1UwPD5Ow43EhYbHDqzO1uTE1eN0q4+ETVJaBM8XwETBylpMmG8PgM6dJJDyEEPWZTktw3IBpqtY+fJ188wiEYM1YhY5MTMD+xtUtHWYbSFpf5/e5l23ratHfEeO4vEJMpd/xVo1uFFwO3jEZQWOoa9pAm85Xyh3PKhdt4YobZ1kzlPPnyjSp8i85PJSApHhoSvdJvv6Nq2vC8qi3xwN0Vslaas1hVwQHz4JsbhLCdVJROVU4gmhZVoU7Wrd7+pap1GPnriOpk77dQ0suxEinOqz1P2MOeKDcblgEJHWKvmBNeLiGQ299w713qoW5ygXA5twb0wLXJSmLofD+AiJ0Y0ERQlkJlGlIIY10VamoBXqJRRnNZ2FIMM1kaKZCpQuam/r7crCHPlnGyDZlJhpIt8+P5oftyvJ13VxKJQToidKkkqgjkJwYXK0XpbD9gpV9gtB5yZ3kaWDbB5B5H2kEVCmO0tuMi606pHjyu3sSbEWElhIlQl5I1kTixzJ9bHFXsUQpLXIW1bR/EXx4J2ZDmVAc+INXZsn02zyoVyjanuYqxE4lI5VoXud9AGMncuiyyDMIQiQuprO7W5qQjKo0+9nvsrRlsqwzRqOrR6KC88lK7KZzuIeUau8XhxwnUubZX8jU2Xvpy6EmKhicmJbcFAZyRGk2g3C49LaBfrbIwr5lnNZLVsbnjKwHCi6I8lnHhhj8/1QrtFfHNRO3IyjWxdMVXI5qJoQ1lLbAuGYsJt4Vl24xWyQcK5ex/hwm09VNWjQhpFOngc09sm7l/grt6T3BGd4vbgLOuM+V5+i1+yf7pKxzSVLaFpyEW7YWO7j1KoxR7PifloBPU+upSLIChd2kWV1BboTS+UKs+eG0wk0bEk60LSF0yjkp3qnjTnQGyb7yqk8/kB43wVwqb/yiQxpGEzi3MhXEcIvZ/PNHK6qwtRWM2OnH21r1Tbpevy61X1ETCngejI2XM9LW4onPn8G7k3UaSRYRoXFKqonXqT0k0o+hNJlApk1YHYRpKiJyiqap08slzsGZ7uBzwaHOERfZIni9s4nx2h0G6mGal0rgpsET6NU1bEJDcRWdlxPj0V9vvcrYq5dE+LmMjCIkuLnFZNBn1XZF/JpCRCCcfOq47HNpR1pEWlgvgirGxGWAlT+TCvNZHzs8kNauTOdanc5wZ/9sNk73ljrWnxqb12J3v32BGYacfU6ZpCufHtycj5NT2uT/DUzJ0X02yFYvsYKuvVzUnjaYej44RoGiA0BFkzzmR9Q94ryOOSIs4xSpP2xpgqimJL52YthaEXjOmqaa2n2lDbJF4fI0JQrmw4rOzn/WSwEC566tPdOQETEbNlV3i0uIMt7XpVbWeHyHVCnvXp4Kp00n6A0AEhYLcuNr9dniPSFFFOr+n5cVMRFN/98mrxo/w1sqpRVF+6Ur9AaAJR8k/Fz9fL/UP+QuV14m5wXmikDHzm3IPEhTuRotJdVUZaHji2j+Ha4We1mTcN/uj86wi0ay0faEGCrG+eDUmhbtjYpBcagWYbCkNkq86iInMlvUFKNtii7IwoW6NY0NmlF41YjS9wIjrLhtquBco/b792ruhb2b0q9q9aP7jv0aNPvb4hW3ZeoNomK56Y7OeeC9ShaZlpRGaQU42KK6dFJN1Vl3rJqkqGtu39YmpJV8excJ0A0BLScN4GX0q3bBa6UHQaeuLepHMMkpkIqzJ695e2yEm9b1XaM7vFIijH7v/A5RdawOz9D9eN/srAMu5qznYl51SfH+bXnABZwb3jXwFc9MOTEx96/1O7/2YuKhJLR060VXx88D9fs/27WTB7/8N1d+f9ZE7eR0mWVdTEk5PcuUbXzaVMy9xHSYiqUKIUiMLWZCeYNMRPaIvIWutUrs+P0BbzrgdRiax1R76fkqysEVQJa191cN+j38hez5YYcEYf4svZSc5MbyMdbyCnq2w8dRfxNCaehkRThUotaqqx4byuxm2jcpqTbkDWVZShRgclVhqMVVgdonWIVpXxn2iVrYuMmKIS7BtylEvjVq7Q3u28PVnxfl8TnM2Av08ChCp3WilhKKOUrDtDFaoaCwPC7BBimkKaYrXGag36Bu9mfCPCaxuc1uTS4VNFY64Vmsrh0y5UV9TGe7dIWc7zjLZrqb9IFtXiElOn2WoPkngMVaRBCI0UhkG0w2p40ZUCyt26/Hc/eG2GF7LKy3h7BLqJnLT/+3VBQ0zc473GUR7CWDeb2y1AG0SkCIjooBisS4zQVbjY1iSlSUnNt0HQsilJbrp0N9vlha9Z1UizaGlOPLQQlJX4LW2RkzZB8UQvEBotbi0n2WcDE7iKnTxyjtPT2LIdJJwTe3O3SmhCldfEBBohrH+shKa0um5e92LFfqXFc9FHg7txFxUhaZOTuvulbXKbVehRhJVKS4qm0qdwF2dNAlLtPltolx5SsiIqFmmsIyihQJSO7JjA+UIcJOxtY8f2uKDXuJAeIR1vEFw8Rm9njeHZAWEmK2JSuu8uSoTyeRfjtgNfdKeIUAgtKBNNEccYpbFSU1T6PK2KWnAN7poN0JRIlFAoa6p2GPNO1L5AoE1OMsK6ks+V3+euuaKauXM1mpJ3R04HA+hQo8OEQZYgwwARBog0g6LA5kuCctVwBlSqKR+t8sCL5cM+7+5d9TzmGw9a5EGF4y8SSCv2NKJahBeV+agJNCTFvT8vToWmNUCA8yWJVEqo8loQFsmMlWBEX07pyYkTdVZVKFrMiz7b7exV5SlyuW321TINQXGvt7upuufUz+fy5XVommqANTBxF61QEplrwrWY4ZobWArlqgakshSyISbecE1aSIrmeLrPNBNHX6KMYa6c2IuQ3TG1GF+BJlyFTmajOVM2D19WDRBxbf0MbkYUUVUaH1vy0DCOYUv2uWCHc5YBbXKihK6JiWn998RF34Ll29cSTfTENpGONjnRti7ZrcmKJyqFpJGS02hW2sTGkx1w/42uBilbtzAQhWv4aEOJKgAUJrz0mK+Fu8/s6AGzfICcrtLbWXMdf8cSlRpE5ogJ2iCMabbTP65IiqwEwGE1nnXGHaTxUXtDKTWl1EzDPlGlPVGUBErTEzM0BZkInB+XMJWEwQ1UGllrzzRybsLi9rR0OsDqHqlESShzNnsr5DijtiLOKMM+QTokDkPXyV5KxNggrnGT0VuGoPyi+TOMZFLfpMrK5XXH9hmbAYnMUZT8x/D/mvvc/2L/VuPoWEdPvL10Q068qVjdFl02N40XG8J2l1U9L5Itg0Yc6431PN6pH65/n29TfzD3ui8PDtAcCi4yMV06akpPTelJ99eOlgRVyDxA8/fFL7sVtXw/COAyJr97cPt9H7z8Qvtg+oGHXUqn8s6QmXaNDCeVB8KsxOTadWo+rVgtVukfillfU2yva3b6hqIKl4RaEJY+mtMc08Wu2h6+54bX18C8EE5ZS1Gn1mTda8eTk7bfSUrsSIxVCHsZNncL4czn30hQgqoEssK4Zn/TVWdfv5O4bsR/KfoIXwMgXDVOqjtoq4iDvErjzJOTtOzU3+HTPy92+OhJ0yjQQRrn2qtypzuRf7lJndt//kBNTNAW+Xcfqd8zP/0yRyo8AZGiiUyAi1bAfOSl+i++73MHb2fr8ZXccv9S9GH+EkCn+jsOPNBeojKLapmAfsP/NnL7J6UjJ1I6YlQRLqEhzCTSuPRQPI0p4hVm/SF5Z8qsv8q0c4RzyZhess1KuM0d8enaWNJHVdpjpftC6jHAo0TVJKUnpwyF27bMxuzoAePuCjqeoHXAzIRMi5jx+jG6O2v0dvoMNnuEOwl2cxlB2Rebss+EpDZaK60iJWJsXS+M0qp91fF1qXFlrtb2O9GtG16hqPuYNM3WXqi9u7EgrajJmU83eJW7d4m9VOftxZYB0lpkxfSdW2vOifAsF/RaHS3xLq7+9wI3Y/lH4hefl328GrT7D/mqAwrjBkdt6oFVz0qE0sjTEwKgayJUqUhSyfZQY4RrEuerg4JSVF22xR4yvLddgm28eRZSO76kuKzJu9qjPfEobQACdGsgvdVhpKUMXBWVkS56Nu0apklDTraCztxnPBFx7RDyfUuHTSsvYFzznvq5ehGn0BZJSh19LGl0Jy3UaQNtsXr+OrDaVvVvBpFXotlWJedc9MQ/h0uSkxcSVrbIlPIamPkUmNAgpCCsTFrKMK4jKmWRUBYJu2VMlrgZWSxzumpKQOOtU3vstCQOunX79xmGtj6zNh8VXeIghSDFGHdu6zgkw5Ufu27Lq/RkjMrnr5PniluGoPhoSeOI6WaIY9N1bo1WEYi9u+v9H4LKAVZZW5VgUd0wnHdHo6Nwn2t7abzYIA0YVfl1BE2Fi/cQ8L1irhQKS2Q1hShZYUIqIvpqyi8H/5DvMn9nT98bj3/A/3ON9+zZoR5cWyWRvurAVn8m19X/EnFmSqAtKu8SmxhhFHkkKzIyn2qKcgGRwUhBqF0FmzvezaCrW6Xai7KoQsgWSZmPmCy6xZZW1REU8yKKoPhO595TxkjLNDFc7Fl2YkdOzsq9uhNfbdMuHfbaEmMUuqrs8X2fjJFoHdVlyC9WtDVbdbq0sE5U7sl9G96crV3F04InKTX5+O4/dq//8wfmPn+joSYnVfQEKeYiKP7ybF+m0gjCLKo7NAsjEVqhy5C0iDkPtZFbJLO6hUf7Wm9Xkvnn3ihwqEY1MSlRJCKjL6eshNs1qfYaqgtApgomgUsHG7lCeIBj9rPFLUNQfLmkj5ak1llap8Ypk8GZMi0iqNxj231VXG5fkLb0EvuVZx1kX/5igZaAseTVxNDrTnwqYj94Z9Y2Em1Q0gJ5NaWC/ze/DsCG2N5jpHejQRZ2npwUxg2kC7M3kxtMrjG5b6EAKpJEQKevmHWN8zgJbIukOJ8VaSw+IF7I5vguEhKf6vmG5CP8RvZ6t0wlhkt9eqcVPdkTSfGpenuLugzug1KBrEVnrkz7Ys9FTs6HHU7Jdc7atT26E9/DKd7H2wQcMTGVd4UtQ7CVR7EwiHD+My82zJEUb8hWWKfT2CdKAuxLTrzA1JMX+X2fb73XrMcufPaGmFt6YuIf7wMfmbbKzj0HkEbW3ilWaawOSVWBjieYUFGoaE4XZVokRQpda6O8vi+WOf8peTt/XX//3GQwFhmHw825aIzPSOyGE0ZBxihMyXrrxPLaUopbhqD0RFrl1gIumDXGpstUd8lMVDeEK5XirdmPk8i8ThusCkWvau7nMVUB/y81X1L24/yVuQgNcGD1yK2OS5V7f3j7dXX6yzd1dLbKEolAYeu6fI9uaTACusIwkCWH5Iz/KN5IKgP+vnzf8707zxnRmw4uYW1fYJP/+RjQEJVyK3UkZdYhWethK2HrTl8TakFUCJK0VWKtBb2ZwAhdm0O5hl+VgLZeVPBb6YNVJ2+n2F+0rt8bPQkIRHlg6udWxqRjanLt+3Y90elxVg45ZTc4U2ywY1b40/of16HwQVDWjSSHqsnXj02XD/b+l3rdxx/9AHI2IJr1CPIYqRVFnJL3RnD79drj64fFBqJt2F96DcxKKAz2n7wcqw12VrYIyt4Joc0NKItQApuD/qmXOn8UmNOq3BCEZAG//WNXkg4RPPz/0+jQ1D1vdFhSxBlGGufwWnUVLuMUsh6lNMyspAjSuju7T82ASzdKYRy5Dma1WaASmm8tfpi+dKn2WrsiNcfUpusP1brn3RmeYmy6XOitsbW2xlZ+iO2VZYpnX6wwrasUzuJmMd4Myf0wvgdGQIlroZ2KjH4wrRqmSXIClLAU+wzSF+yQbTMgrVwffSfSG/LMvwHhq0i8CLkN3yvCSOcEbIQzGIqUuaX6GMlofmeEEvUg2gNmf/xGysDSqXrqGAF5ZAhKMTdzigtX6u61UN7b5X3j11VpR6dbUbYqm69LuM1ce4f5sG+Tmw7QmBdRCmIaNY6gqXK9oc7KIWftGpt6jYlxEx1PTuIqdN6XU+IqBO7eK/cQP5n1iCYDkkmfeOoG76x7ywy71xYVOSF3ui2bmyoy4lM8B6Qdta3OePe+vZUGDeajJlYaTFVO+IX/4Vj9+l0feQyhFUiNNVXkziq0Ne7uJl2S19nkO9Ly+bVvA5r2C7GshLViXljrujjPiCnmI9gCkqqKKBYZSpToZOWa7vstc6UMzRQklEJWB6sLUIe2/P9c5pRWkcmInlSMbbf6EQylcCVY+6WCts2AHb0yl7cLXsSW1FcKr+nxaR1ZeczML1P917VzNaGsUhq3kFZT9UNkblw1TySR/fk0iiqdQDaNDdI4gew9d7po1eOPvwGg7rgrraumavcH6eZNVMVXBUlrCa1LYbrzW84TE3QdNWn7oEjx4klBTENql+OJUoxU7MiJWXXkxMZoG9TkpNciJn05dcdQOL1bsEDswoqcdEZd4mlUh+qdsHCJOSyQE58mtdocGEWpq+Oq8mKhxJyvyK0AqyxGmVpzcqXwfaDuv/hLQCXMbtk2eAyC3ZpktAsR6vGgkkB4OYSHqpbpiymlVGRqxCi4tjN2Ye2NJaTY3d1lOByys7PDysqVs7H/VD7ESMZsyj6f03dzttxgq1xjXA7Iyg6FCZHC1L4ancoi+GR0ir6Y0RdTEpHXP8QP82tz6//W4ofZMStoq/jvyduv9W7fknj39HV7+u74LqCub5LTWHgreo9Lub0u8cLg2V6H1xPPdpt/I3u9IycyZCIjzoshj+iTXCjXyGxMVkVNPTnpVcSkL6b0xYzUumrBbTPggl6b60T80veeobs7oDOKCTPF+75zGXK9EpT/571Qicvb1Ts+iuJLiX06ByWIfvKJ67KtSzS41uPGLRNBOZyWhJGBwDUB3JE5scyYVZEUa1XdL8OYptX5jl4hFTFj2ZkrZd0vddOX17bPwIsBsnKk9q0DPEGRC7RYSy5rpLbEEs8HtoOIiYzYFR3XVNQMmJgegdAkcoRSF+uIqZ/MDMWEmJwAw2McZ9sMOFdusJlv1O7HACsXVklGEdFU7us4vMT+MLOyLs23dTXcgtC16sfj/5a49XDLEJRuDqmyJKqow1VBpVAOVU5hQpRqnnsHvqbkKqBEkxLPNU3z8ORkMYS7xOXh0zy+hUC7e3Bbj+L6zly/7VzixYl2GTa4kHZPTurHbcOrPjNikdMjRWHQSMamy44ecLFYYydbm1t3mAauRb3xduvLE/xKYOuKN1OX6NuWv4mQAuHTmJFaEpRbFDccQfEZp93d3av6nL5gsB1L0bVoNaPQGWWZQjlCmpxAV/b2snDmSmpGpKZItYsUJRLDz6ifrtf3t+3/WD9WaH5G/Mv6+S5Xt20vJnxm889QSOd2mgXz3jHSQmnsHnLy4PD359Zxtb/9Etce/je4wTLAl8SzHTtKnZHLykbARhggsq6KQdEychSamBSFJkdjEEwI+Rl+ollZDEc/9h7i3XUOnT7Oe//SvJ3x8tQ+GPn/8UCd1rHGYnLjIigWtLe895ACqQSr//cTtSpiOW5cf1zrceOG06A8/fTT3HHHHdd7M5ZYYgngS1/6Evfcc8/13owrwmOPPca99957vTdjiSVe9LhW48YNF0E5ceIEn/vc53j5y1/OU089ddMI9K4Gu7u73HHHHcv9u4lxq+/jzs4OJ0+eZH19/XpvyhXDb+uTTz7JcLjX+fVmx61+zsGtv4+3+v5d63HjhiMoUkpuu+02AFZWVm7JH9FjuX83P271fZTy5inX9Ns6HA5v6d/kVj/n4Nbfx1t9/67VuHHzjD5LLLHEEkssscSLBkuCssQSSyyxxBJL3HC4IQlKHMf82I/9GHEcX37hmxDL/bv5cavv4824fzfjNl8NbvX9g1t/H5f7d3W44ap4llhiiSWWWGKJJW7ICMoSSyyxxBJLLPHixpKgLLHEEkssscQSNxyWBGWJJZZYYokllrjhsCQoSyyxxBJLLLHEDYcbiqD8xE/8BG984xvpdrusrq7uu8yTTz7JW9/6VrrdLkeOHOHv/t2/S1mWL+yGPge84x3v4K677iJJEl7/+tfzkY985Hpv0rPG+973Pv7iX/yLnDhxAiEEv/qrvzr3vrWWH/3RH+X48eN0Oh3e/OY388UvfvH6bOyzwE/+5E/yute9jsFgwJEjR/imb/omHnnkkbll0jTlbW97G4cOHaLf7/Mt3/ItnD179jpt8dXhZ3/2Z3nVq15Vm0Y99NBD/OZv/mb9/s20b8ux4+bCrTx23OrjBrxwY8cNRVDyPOev/tW/ynd/93fv+77Wmre+9a3kec4HPvAB/u2//bf84i/+Ij/6oz/6Am/ps8N/+A//gR/8wR/kx37sx/jEJz7Bq1/9at7ylrdw7ty5671pzwqTyYRXv/rVvOMd79j3/X/wD/4B//Sf/lP+5b/8l3z4wx+m1+vxlre8hTRNX+AtfXZ473vfy9ve9jY+9KEP8bu/+7sURcHXf/3XM5lM6mV+4Ad+gP/6X/8rv/Irv8J73/teTp8+zTd/8zdfx62+ctx+++381E/9FB//+Mf52Mc+xtd93dfxjd/4jXz2s58Fbq59W44dNxdu5bHjVh834AUcO+wNiF/4hV+ww+Fwz+v/7b/9NyultGfOnKlf+9mf/Vm7srJisyx7Abfw2eHBBx+0b3vb2+rnWmt74sQJ+5M/+ZPXcauuDQD7rne9q35ujLHHjh2zP/3TP12/tr29beM4tv/+3//767CFzx3nzp2zgH3ve99rrXX7E4ah/ZVf+ZV6mT/5kz+xgP3gBz94vTbzOWFtbc3+m3/zb27afVuOHTcfbvWx48Uwblj7/IwdN1QE5XL44Ac/yCtf+UqOHj1av/aWt7yF3d3dmrndqMjznI9//OO8+c1vrl+TUvLmN7+ZD37wg9dxy54ffPnLX+bMmTNz+zscDnn9619/0+7vzs4O0DSl+/jHP05RFHP7eP/993Py5Mmbbh+11rzzne9kMpnw0EMP3VL7Bsux42bCrTZ23MrjBjy/Y8cN1yzwUjhz5szcAAPUz8+cOXM9NumKsbm5idZ63+3//Oc/f5226vmD/z32298b/bfaD8YYvv/7v5+HH36YV7ziFYDbxyiK9mgebqZ9/MxnPsNDDz1Emqb0+33e9a538fKXv5xPfepTN/2+tbEcO24e3Epjx606bsALM3Y87xGUt7/97QghLvl3K15kS9xaeNvb3sYf//Ef8853vvN6b8o1xcte9jI+9alP8eEPf5jv/u7v5ju+4zv43Oc+d703C1iOHUvc/LhVxw14YcaO5z2C8kM/9EP8jb/xNy65zD333HNF6zp27Nge5bpXBh87duxZbd8LhY2NDZRSe5TMZ8+eveG3/dnA79PZs2c5fvx4/frZs2f5U3/qT12nrXp2+J7v+R5+/dd/nfe9733cfvvt9evHjh0jz3O2t7fnZgs3028aRRH33XcfAK997Wv56Ec/yj/5J/+Ev/bX/tp137fl2OGwHDuon99MY8etPG7ACzN2PO8RlMOHD3P//fdf8i+Koita10MPPcRnPvOZOeX67/7u77KyssLLX/7y52sXrgmiKOK1r30t7373u+vXjDG8+93v5qGHHrqOW/b84O677+bYsWNz+7u7u8uHP/zhm2Z/rbV8z/d8D+9617v4vd/7Pe6+++6591/72tcShuHcPj7yyCM8+eSTN80+LsIYQ5ZlN8S+LccOh+XYcXONHS/GcQOep7Hj2up4nxueeOIJ+8lPftL++I//uO33+/aTn/yk/eQnP2lHo5G11tqyLO0rXvEK+/Vf//X2U5/6lP2t3/ote/jwYfsjP/Ij13nLrwzvfOc7bRzH9hd/8Rft5z73Oftd3/VddnV1da6y4GbCaDSqfyPA/qN/9I/sJz/5SfvEE09Ya639qZ/6Kbu6ump/7dd+zX7605+23/iN32jvvvtuO5vNrvOWXxm++7u/2w6HQ/v7v//79plnnqn/ptNpvczf/tt/2548edL+3u/9nv3Yxz5mH3roIfvQQw9dx62+crz97W+3733ve+2Xv/xl++lPf9q+/e1vt0II+zu/8zvW2ptr35Zjx82FW3nsuNXHDWtfuLHjhiIo3/Ed32GBPX/vec976mUef/xx++f+3J+znU7Hbmxs2B/6oR+yRVFcv42+Svyzf/bP7MmTJ20URfbBBx+0H/rQh673Jj1rvOc979n39/qO7/gOa60rF/zf//f/3R49etTGcWzf9KY32UceeeT6bvRVYL99A+wv/MIv1MvMZjP7d/7O37Fra2u22+3av/yX/7J95plnrt9GXwX+5t/8m/bOO++0URTZw4cP2ze96U31AGPtzbVvy7Hj5sKtPHbc6uOGtS/c2CGstfbqYi5LLLHEEkssscQSzy9uKh+UJZZYYokllljixYElQVliiSWWWGKJJW44LAnKEkssscQSSyxxw2FJUJZYYoklllhiiRsOS4KyxBJLLLHEEkvccFgSlCWWWGKJJZZY4obDkqAsscQSSyyxxBI3HJYEZYklllhiiSWWuOGwJChLLLHEEkssscQNhyVBWWKJJZZYYoklbjgE13sDFmGM4fTp0wwGA4QQ13tzlljiRQlrLaPRiBMnTiDlzTGPWY4dSyxxfXGtx40bjqCcPn2aO+6443pvxhJLLAE89dRT3H777dd7M64Iy7FjiSVuDFyrceOGIyiDwQBwO7iysnKdt2aJGw3l338VJtegLSbXmMJgtcVq938/DH72y/Xj0XffDYBQ8zNsoSRCibnX3Xrn113/b33V4vca/9zYPe9bY/cuB1gzv82imnxIJRBSNNtcPZbVtspAICOFjCThWoJIFCKSiFBBJOvl51AYKAxWG9AWm1fHsNBuW7VllBnu+bln6uvxZsBy7FjiIOT/xwPY3KDTEpNryqkbO0xh6uvQX4OmdXEf/8/P1I9Pf9Ox+rFZuF7d5231nsUY99ya6rltXjem9di65XRrfeaA9r3GNssZC9rML2sO+GCgBKGCUAmisPqLBINhQJQowkFIOAgJeiFqLW7Gj/kvx4yLZpzIDcVujp6VWAvlpEQXhu2Z5nV/kF6zceOGIyg+NLuysrIcZJbYgzKW2ABsbjDCYoQjACa3oPYP6w9a55GI5sOOnpAI1bze+7kzAIz/pyOgwCJACXfzVmKOZFht95AAU63Kmvn3rWm20ezzOT9AitYmqlDW2ykWyImQAhlJVCdAdQKCQzEiqohJKEHJ/Y9Jrh1JyR1JsaEBbTCzvYTqZkqVLMeOJQ5C0VUYAdpIDJY81RgJNhTuvwEj/HnfXK/t82gUiIaY1Nd4c62c/P0ZAI99TQeLxSAw/r+xGCEwgmrcct9rjEULARUfOJCcGAtCoP0yguZxBb3P55T05MQRlThwBCWJJStdRbIaEa5EBP0QNYyQw3h+YqOkY0KFwUqwucbMLFZAEUkMClMYilCgEZRFNZ5eo3HjhiMoSyxhf+k17kE1m6fQ7maau0uwiWz4G2oz/dgvirL71zcO/i5tEUpgdXN5j77z8Ny69hCSy0B6EtL6zEGRkzY8MTn66yMANv/ysCEiLaIhQ4mMJDJSBP0Q2QkQnQAxjNxIpETz14Y/nkq6kU0JyBtSEv69x+tFo91d+KfDy+7rEkvcKLD/7iubJ9qFGOxujp2V88tV16M1FqObKIddYAfGwFNv7rnP7Hlv77Jf+uqkjo7414yxlOX8awClvsKoSfVGO3LSft6GkoJveFLzWyeb6IcULXJSRU66XUnSVfSOdQiHMcF6jOxHjpj0wmplwh1DtxZI58dek2vKSUGZukjU4V/bBaCzuwvDazduLAnKEjce/I31IDJQpV1gIX1yBeRhPxz0uaslJlcKqcSBJGUPEakjPK0ISkVOVCdw4djq75LkZBGerMD+o90SS9xs8NHR+ryef9unauubbIuceLRTN4ukxL2/d1m7QEjajxdfg4PJyEFYJCdtSHHw+qRwcxEpBWEgkBKCQKACQeAjr/0Q0QncsUuC/Sc1hcbOSkzrT880OncpMl1cu7FxEUuCssTNgxYxgWtDTq4E+63bEwx5ABFY/fdbAFz4K6sACDmfGjroc0IKLvyV1Tpq0iYmUBEV5SIoIpJN9KQTXJqcLO7DwrE8kAwuscTNgkvcrdvRVrtPtMS2dCOL2C9a4j/Tfu4JSftx87zZNLOgOfGbDvDGR1y05/0vnb81L26Wz7ws7raPnvj1SdH8BYGoCIokSFoTnE6wl5y0o9czvZeczEp0ptGFpcifvwnOkqAscWPDX4UHRTkWxLH7DTDPFpciJu3n7SjHfhCVfkXs0Zy0tB6yEeiqUM5pTNw6Gi2KH1hqchJdYeTEDzqVONbv4/NJ7pZY4rrCn99zKeFGFOtTO21ychAh8diPmCw+b5OT/dAmGFeC/bjXfiSlLR3xERQXRXF/KhBEiSTsBkgfPQnl/Nih7ZxOzcxKzLhwpGRWotMqeqItujTXdMxdxJKgLPGCwbzrwdaT1s25fYOsk6ztFMTlL4CVf7cJwM63H7rkDfcgErGIKyEnl1rvzrcfAiBImnzwQQRlMXUjI1lXFeGjKKpK41T/hZLzYtjoAEHsIrRB/E+fdt8L6J+4r46m5D9yZ32s82yZ9lnixkD52w+5B/56qavk2o+tk7bWJNyCacgJzJNxo62LZJSWO/77BHDiVthPb7J3m/ZL9cynd5rXFj8vpRPNel1+m6h84GXBnmV1td79CvLaVqt+pGmndqSAKHSRkyRx2pNkNSI+3EGtJ05z0iYmaen0frMSm2v0uMDMSvKtrB5jPZ56cw9dGnRpeeQNMcbAbnFtx40lQVniBYNVYp6MLMJcOSFZhCcEl4sG+PcvRVSulpwsYm9KZr5SSEZybjv8+zJSdWQEX/bsoyNtjQk0x+hSpGRx2rXPPszt6wuUMltiiauB9WX2/gVtGwV6G3PnurniceTJr+vOiWQPinxcKrKyGEVpQ0r3+kEZqFYB4QHi14OjLYvrXCQn/nEQCMJIEsaSoBciO/uMJdrU5KQdNTGV1mQRdp9I0aWiRs8GS4KyxI2BxSv3oEoXJbGt0UkoWVfgXM1N9SCicrU35kUtSduzRCjnUdL+T/W4Xr6KigCOmPQC8KXCgA2l+4slVgqsBDXRiMIgigMG4fZUa3EEu4Jw7JKcLHEzYC560o6cHDh2iAMnJm2tSPPawdfBlS63iEuJWqEhI5dbbnGdHmEg6tdqotISx4bdoNKvVQRlzlil8jqptSZNSqdM9xYxL1Y+Xc1xuFIsCcoS1xT6v7z+qpa/ZERlEX5w8SkPdbB+4nIi1v3wXG/MXkdSp2SUIOiHdUpGtEVp7QhIKDFHOpQdhY4FJgArnZ+KDvyfxUgISuhtBwQzi5xVRMWHsPfZ1/r4HrBvwY9+qX6c/39O7lu6vcQSLwSy97xxz2vCANL9t1Igns1NcI8p44Jv0QGakoNwcIRl72s+neOjKIuvXwu0IzAwT04CBVEkCCNXuTNH0nJTWQ1UFZG53kNOjDdx3Gdb76p8XwD+5MH4srqbZ4MlQVni2qJ9sbRO1vZsZ+556zVg/xtpleIQuYs4CG2uTG/BvIj1WqMtjlWJqqtrVCdAdioR2tEudhBSrgRkA8Gsb9kdOJMoIyxFAFlgOduDiYJCSGfcVKEQCo1EYQitZrXMeOmmZWWs6O8GhCmozCLziqjsGSBMM6hfJuxtWj4z+4V0l1ji+YSOBcJUpAQ3RtSPjW0iJYvak8tpw5RwqVOtMLnB1x/XXiiXEMi61y693fuRkEVC0n6tFrTuKyoBaDQ2zXL772N7HVLMR1B85MRX7tT+TLnBjIv6+NjWJKbcyeoqHT8G6Jbb7kEoy/mS6muFJUFZ4ppiP53JJcnJ1ULJPWkemI9+XI1e5ErR9i5Z9CbxKRxZ6UdUP3TGR2sx2V1dJquwM9RsDTSbXcGZqMtMhJRCkRGQEXHKHCa1ESWK0gQEwpUb+seJyFkVI05EF+itnicLS/JI0R9L4qkgyBXBzCJKMycivFoYP5tapnmWuE6wsiEpwJ6oyb7jx0E3xpb+SyhTX7O2ZTkP7HtzvZpowKVISjta0iYp+8ETklpEa+ZfW/xOmK/c8c9lK71Tr1tbdG4QlWV92Do+QNU+xOwbPb3cJK/t+3ItsSQoS1w19K83aZz90gpAfXO8LDm5HOP2Vyk4XcZs/u3FMuNFcnKpC+tKK3r2W9ciOXFRE4XsR8j1GFZjikMRT99dcn7FcLoXcE6t8oxY57PFfZzOj6KtIjcxhYnQVmFMywFSNjnfUOZ01JS1cJtx+CSryZRJMONwpFmLDCuRojOVdAuQuOPlj/PlyGDxv91V9+JJfuZU/Xq5uwu/OLyq47PEEpfD7scersmHbd08hXFVKJ6ctKMnwFz0pP3aHBbP9SrVSqT29svaJ3rSvPesdq3GlUZS/OP5L/cLNSTFaL+sqLe9TU5qYlIJY/cjJ9ZYytwApdvvKjriKwc9Gp+lanMKs6f60MNX7pSl5dWfygHYXTrJLnG9YVtN62rsQ0CuOK0D84PLnoGmRVL8NujGEdJbVj9XzIU7L7GMrHxK6qhJpAgOdxBrMfZQQno45OIRw1NHCn5t+BL+KH8Zj4/v5uL4GHa8xvCZO1FFiKya9khAxxlIg1FuNNLSYKTGBAWjOMXEU57ujHiifxfjlQ53Rc9we7jJsc6YE0nJ+kgRTxXCl1v6MLhpCQf94/ZxzA0m18uIyRIvCIoI5Fx0xD33ZKWd4nHPW6mdNtqvtc/rfUhKO0rg05e6tJSlKzO+VAXOQVgkFgdFSprl5yMgnkTMr8M26zU0jUH99lUfD7xfUmsdtTFbi5z4xy79YlCBcPudO9LRBVSiUB07504tI2dl7/9famx4PqImbSwJyhJXjwNzpw0WycklcSlyAk3bTm1df42Wzf0LZTRWlwrLdmWOS+lI3wdnJaJYDRitW05vlDw6SPhA+pU8PnoJ2e4Rgt1DdEZDVs+tIbRAmuY4Zt0YIw1GVSJVaTDKUMQZRZ6QFxGlkUzDGWfLw6zKEStiwiE5pVDuePjBXWjbkBO4pO6k6a2x1Jws8fzDStc8T7aiKIZ50uIhFl/zzxer0hbP73ab31Zlj+9MbnSrF8+z0EzsiXpw6XROs8ylx809JKbSqqg2aalwEDlpw323xRVoW6SBsmpLpKo7f7vakFbqWikxp0mT+1bx7J8au5ZYEpQlrgrlbz/07NX0l8N+RGXBjr3drOpylSbXQhzbJib++Rw5iVRVHhyihyGzoWBrteB0X/K4OswT43vIto+TbB2luzukM+6gisoVVjfbF09DjLTYiqCUoaYMtSMt0tSOsmUZM9VdxqaLVpWtta3+ikqDUlhXglwds0WYn34Zeieroyc+79w2udtOl4RliWuHM593FTpSgqw6/ML+xAT2ISeL7+8hJfsRFUdIbDVW+HPdFGbPzP9SUYD9CMmlsF+05EowT2baaaB5Y7dFYtL+jiYN1CZNzfr9OpqKQ9nq6aWaKLK2lSWCRc9KZCjZ+tY1imlJmRuydP4YfvSBEGMsu9e4L8+SoCxxVfCmSbV50n5E5dnc2y4XBWkPQAvpnWeDS9nS73ltoXy4cXxVtdW8TRRlR5J2LTtdy/mwx5f0baTjDeLtwzU5iach0dQRC1FNSqyiIifuv3vPRVhslfaRZYjUEUa7SzYQmi4ZvVLTzQXdqUSWNOSkndqpIk/tY9iQPDvXRK1OlT2Ps6IlXnzw57W3W5NYhPFjCVc2Ziwud1D0ZB+0xwv7PJKT/T6/SDz2Q0Mk9o+iLEZfDoqa7L9uO/d5IauGgb2wtkFom0P68UIqgc01isCRlMLUk76G9Cwcy2s8bCwJyhKXRPG7e70J2qijKVfgLDRX4bO4/Fx779Zz71x0JR16rwBXI4zdz9fER07aNvREEtNV5F3YHWjOdiVPiCP8SfoSkrN3snLhEJ1xQjQNCFKByuZz6lY5Azb3X6BDizQKaQR5XO7ZrlhmrIoRh/WIIxPL2m5AZyxQu3lj3tbOybdSZPWMMjduNtmaVepiPnW2xBLPBU8/+lD9uM5SSJ9yaCIp0jjPn7Zotnks8EW27bGjWQsL40bLdnWfa32OhPttu5Ro9SqwGPVov37Qupubu90TMak/d0XfvXdf91YTubLjKJHEg5BwGCH7oRvPWkJZN5mZH49lpJC5QYYSVTjtTntb92uAeC1wSxMU859e5/Lx3/qx670pNyzqPhctBG/54GWJySUhaVqdX40l4qVICqYhBM8zFtM5npzU312FP8ENeLXmo0IhJWPbYaa7hFlCmIUEqUIVwqVh9inDtgsDjJHWRVWkqf/aCNCE1hAXgt5YEo9a6z2AnFzKZdOjaaT24iYojz71eu6748PXezNuWJz+wt5x48RLP1i/Zy5zVzX1zbciKdVr/mOuOtA2Bm14NYV1Y8siSfFojxfGuuhmbhrdWCj3Tf0+10jJla6nXYnjl79Uxc+Vfef+xnOL77W3TYaNfm5x8ieqXwVtXcrHv67mO6sv+rM4PfMyxbPE8wgrxVWTk7YmxUdJDoqW7Pt6m5js12um/VjJVgM9gdD7V948W/3JYh+dA/fZk5IqIsFC9UGJQluFNBJpXLpG7NWZ7V2v8n8WHWnKsKQMC6wvOzaK0rrZTmgMoRaoEmRp9w95Pwu82MkJMCdgXmIv2gTESIs0gqcffWhfTUn7tfZxXSQpXjCr6qoegTV7ScqcURs0+Y7WxKGdDxKRxOaNuF1UVS72WRKCq8We9Mw+qZzLfeZKcTnBqpAC6cfOqsHoXPSkvawSWE09QWvWsbfxad10fumDcmXwnXOtEntZ9hJ7sDiDrwlH+4bdOvkXl/cDSDtasoeMVO9flqTAPFFRAj/gCDWfdtkveX0tyYlY8JH26Q+B82AR+wRglbX0mdEPRly8gu+1StRpHh850aGhDHRddiyMQpQhFAmZiavvgaB0BOVaJH+XaR2Hxx9/wz5T8yXa8JqShqg4kmKkIySLROUgwtcmKTpw57IOQJWVJ4puG7dVY4y02P1SP3smOhIid62KyDitRaRc9EAKNPZZW863CcRBnz8oenHQsu20znONqlzyu8LK+6QyvQT2jrcLk6m6OGCfsdXvvjF2qUG5Eph3PehChNWN0Lzrwbpu/sWS7tnTE6ed3/Un2YLgte1FALhjtt8ZV0VMFj8HlT+KtPXxromMqZdwn/GfOIiUtJ+3d6JOubTzSFdOSmwVtlzEfh2I/cXrl/c3cD0r3fu5cOHj3KC2c5KOYmVFsTEoOL6yxZFwk6eHFwmzGJUrhFaA2GNUZZXAhFDEBh0aFzkJNEZZgiJEakVQhBRlSBoUrAQjjosthpkhKoK9FQ91akzU4fD6eRWFOqhx2os9enL6Cw8hA0DCY0+8AWhuxi+GlM+FTz+MbZEPI9sCV/e8DCwtT0EXQRECKS1B6atz5qt0vM6kWe/8OgEC6ciJME6XIgyooHksS0dYFLLxVoL5VM/iREeL+Yhr6yYrqsnR1ZCU/SIb+0dIaL5jPyx8716X2CsVwLYf790H95qLGKlKfxIkCtVpmpfu0fdpnxrTbqyIKg1K5Ma6IFG1BsXrT4zX4S8jKFeHerYuRTPLfzHCcGVqK/axml4QdF7uc3U4thoA3PGvlqH5PS5nT73n8TWY4V8JOVnEpSILvgqGXCNnmu44YG0qONHd4d7wST7S32Y27ROmIdLESKMwYfMdThzryIlVrszYD95SCyBAAdJIl+oRmkPqIkMzpVtAkopq4F6YRe4nMqaKCCnbGrSvtITixYm9kYJbG9JQpVvsnn3eSywukaIw8//rdcuDj2kZ2CodarGGpsqnlT4VsjrfYW8kxexzDSgJC32lno9WGLCXUBxITvx27DP+Xcpj5bnAmbcJVChRiWp8T/zf4rZqW48VVlOVHLsKRpGKPU614DUoz207F3HLExS49E31VsWVkoorXk+b4FRVO+0oSv1dbZJiGmJYz3gWUzxXi7ostjFsuxIH2IOwf1pnP5KyOELI+nWrJaQaOS1JdhSHuwHjpOD+4VOEK+eYZV3CLK6dY32ZMTTlxTp0BMVUpmteu0JJLZYFsEHBMbXJapHRzQRB7qqCDuQYrfRY/XyOnGi3v0VzPF7sURSAdkbCN3Z8MWI/EnIpeY7XowBV5MNHWS9//Nzl0RAj7zDrIyrQSv2YavLZPlfbk57FSAr7V6ftZ7D2XHEpYrLYlPAg4rGYQrocSdlvfW1vFBW4bsZNeqfSnnhysp8bHNT6FKHKOnItlUAskpPnacy4tQnKi2TWsy9aJ0yTVhEgqUWsl8OepnPGqeitEnMkhUrg5tEmKXPbYOweL4M9g8xB6R0vSG15oDxXXI6ctElJ+/scITKIyigNbbGzEnExIwglgzjieKLYiUfcufIoXyo6TLMEACO7QDy3Hd6gzZOToPA+KaIybnOusjooIJ5wQmyynhq6qSLMHenbkyqbi6K0SMpCiuyFqIq6WdG+OesXyVgiTK32qizWxYGRkisREnti4aMy/nOOyLTTPnujKv59aSAoG7Kj5Lwwf/4L94nMauvSFX5yc41vppdLxRzU62c/wnEpceyiPqVZ36X3x6eLVCBQkdzTf2fvBxb0iJFyf9pZ4l9qzHiW2t4DcUsSlMWbb/t5+ZtvmHsv+HMfekG26flA+WP3OKMwz4YjCaGESCH/+iexv/SahfCdBO2Fw67iY15E3J42LpCTFmqC4/1PmE8JWbm3EdhiqaBF7L2xXo50GEcEzKx07cBzN9hcCVmZV6FfadTEzv1f/Iy3iLfawvkZclwgxwXJbocTkw7dacD/+MCv86ETj/FHq6/g9NZL2N09TG/rMKoMKn2JRBhJUCiCQtUGbd5lVmMoY03WmZGun+WOQ3/CfcUmG2PBYFcRTiwiM3sHZb8/YZOvJ/czpXLffd541079OL7GTb9uNphWisNHTz5z7kEKZSkUvH71o9dx654b7M++oh4niCQ2lOiVEB0LVr/mDwHY/sTDOO2CxUhRpV8ABAEHX2++Yg0aQrE3VdTWuLQei/n3vfA20BZHm6rRQwkovcie+bJjbefvkpVBoc0N5bignJQUU103C7waHEQe9hCNPYRkf4Ky37ov1+Nn8b2DIjF+PUEgCCNJ0g2IByFBz/ueyL3REyVAtf1Qqu/UBlkRPKMaXyb/ndrA1zzq9IDLZoFL1DC5dkGiyga9ffnYf/eVe8Occ8KyahDBuuHmEvb1nkQcFHVZTPUIM09QLrXOGpciGS0Pj8aa/bmldOYIywHkZL/vWFy2Wa6s9ShKCVRH0esl3JaPeVn8JOOkSzrscFGVTI0iyBKCPCbMYoIirKMmwFyfnlJZdKjJO1NEd4fD4SaDQpPkiiB35cWLPixAI4BuE9CF82FpyHZ57JfaUTe7ZCc3reaRbmYsugopJbP3P4wJQAZO+2EqV4ygFHUK5moiJx5e0+L/YC852U84CxZjfRTn8t+7J31sXPTEzEpMrilT/bw3uLsUIdlfd3LlYYfLrWtxvT56IiS10aRQLVLisZ/urx4v5JzvU/v72/b5zweuetWnTp3i27/92zl06BCdTodXvvKVfOxjTWWMtZYf/dEf5fjx43Q6Hd785jfzxS9+8Zpu9DXDtY5HvdDwIcvcu4NqN/js5yYKc03kRGHq9uVCt+zRKyze8Nrk5KAqoPr9S5xVe1qmX+F+og3k1b4eENHY9/ta1SqL5GTeiK1VcneJdbXR1sJ4V1ZbbSMzTTgxHJ0Y7tSb3B8+zv29Rziy8iR65Tx5f5simVLEGWVYYKTXnrRyz9JShpqsO6PojegkOxwNNunnkKSyKS9eHKikqEuXofV7HXCcXiiSckuNHTcxzKxsjRXuv0wNsrTOSHDB08drQILSlbX7KMnBf63vkg05KQNbl9GXgaVUVH92IariiOFBup9LjU3/f/b+PNiW7b7rBD9ryGHvM97p3Tfo6UmyLck2eNTT9ASBpzaDGF0QOGhwVdNNFdVA22LoEA1N2UXZARWF3USbwbTbQFQQDtNuU26DDbbKlMOD5Ak8YCTLkjU+vat3pzPtITPXWv3HGnJl7tznnvsmvSfdX8S955w95M7MnbnWd31/39/3t/F3SO/YxmBWBtN61tVP2hcf/7ezJ27jn3/c/+tCt+QudE/uG+zlqZ580mfj923sydTvfl/7n15/IlGFHPTfSRU844jMyrYKH8LC5iUC6ffFoNy5c4ennnqKr/qqr+JHf/RHuXbtGh/84Ae5dOlSes3f/bt/l7//9/8+/+yf/TNe+9rX8jf/5t/k67/+6/mN3/gN6rp+wQ/gvuNFBiX2h97cT/ZxpWI8aHDLbgAmXKAe8+6849haFhsnWeMQykIjEKrz9F20YkcNtQjxvdCzLlLgirikAUb07dAQifTaHJTciy0ZVwUNInc5jTHWUBgHK4M9bTDLbqANiaLOc0HKvZxhGbIJY2ZhXHbcv6fXxMgS+jLo8Hmt5eHbGuka6v2Pcrk44bq6yf9qZhwX12iC+Zo0Cqs8GIn7a/BmbaeXjjm5egN15WO8ce83+BL1IR67qdm/LSiPDHJh+saAUgzAo8uuEQcDhiwCq7iqArj7jZdThcPx+oUdgV5JY0c/yfpyWpOt+tV9VMPdT9z5j0+hGy8CVWuH7ECuTQLzaRFx1iVQEVsWEBcpJgPv20BnvJZL5YWPqZ+UDIcVmTyvKxMxXWvFxj08vu+nKp2MdgGYEECJ/webup6p90sXJvPsOxikeGw2Ro29lkJK2Jy2dKctJuvYHV1QI0MUjxmiKHX7eDIFKLY1H9wGPsbN/WTU52wRw451K+c1I4zMidYipXhk4ZsCpvlhpvv0ThwzQrovnyP92BLnp7AQMx50+e37170smgX+nb/zd3j88cf5vu/7vvTYa1/72vS7c47v+q7v4m/8jb/BH/7DfxiAf/7P/znXr1/nX/2rf8Wf/JN/8gXa7ecYnwnGJICTtPqfACfbtA4xxpNlfCyKNUEmfYdrLKjAjsiMfxtvu8lKT1vbi1UvcI42/U+mXhP296Lz3L3EmuekI86rPNnsQqwmAUdsnLfx/glQMwYz/nUZ6InHYn0ZcNUK9lrDoVpwKE6o1ZIz1dJpz5xEM7YxdW6VZT1bYHfucljf4bHiBpftKbrLJgvZa4ymwEk6jpQmsz2jpiRCxd+FXymTbfcFjFf82MF0uufFjEFX6siKrrrECiRwkirbeqC/NT05Ek8746AxiMYiCotoBVIqbJG9z/Ypm6n72QXw0DvA9hGdiiI4sXII+O59TsMEnu3DIGSWrs6BShwPwjnJG4uKAE5ykOIGE77Ifg/7uSFMjT+HjEn+WP7a3MwMQI8coXqtyZABGX7W9PYHpyNL6yRxbCGS94ksVa8/ieAk/svGkkFk53AcHqAIus7PHfoFFo3c11rgh3/4h3nTm97EH//jf5yHHnqIL//yL+ef/JN/kp7/7d/+bZ555hm+9mu/Nj12cHDAW97yFn7u535ucpvr9Zrj4+PBvxclXiJwsk2n0Tdp2wQn96MFyF+38XsYqNIklNxzerET+fMmsDy21zGI1vYM0DmF7eOqnfG/qddNxkW+ly3uP1Ppm8HzW5gTWarQh0IhZ/6GnTIuy91kU6PADOAMtx3AT6kGwEdYQWEEhYXCGSrRUMo1SrUgDU6ZVEKc5+CdcjRVR7Nzgp4dc626wWPy0xx261DREF83TOdMgZOp7zAHVOl36XuVbHOMfD7xShk7ximKqXgpNCgi3nuthVVIx6y6TeZkAFZc1qXaMi7HH4NqlwPW1kBrPSiyfapHdf5f/vtF/sXrs0/Z+J9tYFBiCscEwDL1754Rr3XJ9Ew2rkYJNu9S9j1l4oQuJib2PA00ZZwWWZOu6wWrY8bEWuiMo+38vzj8dsabm3UmT/m4tM2pf/EzLxLJ90QLVKXQuwVqt0DuFp49qbVn0TOx7OS4YTfBiVShbDn9C2yNAn1OcdBzifvCOx/+8If5h//wH/Kud72Lv/7X/zq/8Au/wF/6S3+Jsiz5pm/6Jp555hkArl+/Pnjf9evX03Pj+I7v+A6+9Vu/9Tnu/nOPyALkfWeKr/vZ+95O92/f1otPMzHplOBU/98/lH5fffNjkyvx82LMnmyLyNT0r8m5xwjlTXBZlD2bkgtH47ZUWI3Ez5ZiA4RsfH6+namVnBkBn7GYN8Y49ZNvQ4mMvfC/T4KUEZiIK4j40zUWUXpH2Pw8TQEQoWSiwm1jBiZnMu9rkZ1Ln7v3k57CorGoiaY8TlpfLVEABXSFYbV7hrv0KR7a/QSvKz/GQ+6Inc4CCqvBaYkwZnMgNm6Q3gH6VJrdPKd9z43sPHUXGwgvGq/EsWPgfDpa6f/Ks0+mSfQrrjy3ip6PfOSt6E4wW8gN0DMQnf+Z/9Dv0//4hgQsEjhJi5xNIJKPAWNn5EGExYooLGLtWZToOZL2I2hTZNuPc35fSb4Y6fW6v5ui7sQKD07aiUlsDEjyVFpe5RzBY+zVE5nj/gSFfQUP7sK9GEG3we+rlAyYk/j3VMRxxQ3AhxsAi/7xbFeydeGYQbHOl3Er6XdZSoE1foLvt5fp0S4ATPLUjpRQ1ZKyVlSXKnTsWjzTvoIrH++nFomxwjKB2OEFKpUYMFFl6Y9dt/fczfuK+wIo1lre9KY38e3f/u0AfPmXfzm//uu/zj/6R/+Ib/qmb3pOO/Dud7+bd73rXenv4+NjHn/88ee0rYvEWND5okTQdQjoJ4XxfmTMyaYJ2GYIJbcCE68lkIGu9YZfYtkh3/V+//w//B39i+PkFEGBdT1QiZFdvMJG6s8lKnXj85Wg/t0/w+qnnurt25PuxF/EvX1+dkw5JXuus6xH+nKm0bsFZikG525r6meDOZGBNdGptj+KjPv3SJwx2fvlANgIJfy+pHMfgEipErtCBg5UB2UrmLcwNx37asG+PuG4PKYp55jqjK4taOo1Wnle3UpLW61Z7h1xafcZ3jD7IE/K9/PGxV2euKnYve3N2XKNwvjcpRLuXOMTSgUBfyzGH4dQ3hshvyblBRm9i8YrZewYe36ct5J/vkzKtrTFQGMx+h4iW5LE8eEesM12HdtWYWTQJtEYWPbVL7K1qD/0Ptx73j5wPQZ/TctQaZpP2N4RuV+8qI6N2SU/l/F3K+BtB7/ATx8/6dM/whsdSwt1l58ngcpTm/EzpYDQPsLpTGfVeiAvdgtUYymNQ6gGoUTQonSYzmG6nHzZrj2x1qeC4n0WBbD989lrMzAS2ZIcpPhjCuDEifR3OMMZXrj/ezAyPUUp0aWk3NVUj+2gLtewX0KtAuskEItwguOYEMFFrmOKeqcwhsjSO9EC1GtLUcqB+Vy7emHpxfsCKI888ghf9EVfNHjsC7/wC/nBH/xBAB5++GEAbty4wSOPPJJec+PGDb7sy75scptVVVFV1eRzL0VsK619wUIJaJkQWF4cnPjX2wFIGYOV+DyQ6v7Tc8tus0Il5qJT5PsxAiuQWJQp91hgAE7GcWEdyjbwqAQUMoAK6UWlTWQhehYDpvU68fdUqZMLw2CwOjjv+4jbyAHMOFKX48YgWl8KXDZeh7LTWfb0il25oJANWq9pdYspWoz2g4VnUizrnRO6+TGXy1u8St3gkl1wsIL5Unr6vbO9QDAHI3mkFZBjY4RUsu9iahzCiOycbl6vzzdeSWPHvWztpXthFjnjfjUXiW3gpGdNxmDbbdwHg0ggJYwfqx5ZyMYirDz3vh4wLMYRV/1T71HWV+3EsMIDkghO4mPQj0ARnExZ56dzIvsFkTdww7MEWEStkTOD2y3Q2Xhr1gJnQ4VR1Lnkx5YXAdjNfj1TlTPjEuB4y7VmePtJQTZshW27sEYLv/jfN9NK94qY2tE6pGFqvyCjVqkwwu9gSO/HGI972cLGxXEhS2U74yhnKlRFgemsT2eX97e/94r7AihPPfUUH/jABwaP/eZv/iZPPPEE4EVvDz/8MO95z3vSoHJ8fMz73vc+/vyf//MvzB5fNLLvIjdjy1M6Y3DS/du3pcl3nO7Z+r5Reqf//ExwFH42734CF8tRJyjZ82JbSicfgKJgNv7e/a3XBUGU9MuScUShaDm+C8J28tTLC6FJyCbSe5UKpgjlcen90dEQspWjBw1T4GSotchWkMal92xUQJCLX/vtiQBs4nbcKFPjjEUErZEoJawMau0oV4LZWrLbGPbKNQfymD19wpG6RKtanG6TUNYq48uP5yfIvZs8VNzkQJxROIsVMD8VyMYgolo+ByfNaJCJwCS8LkU8hmhjHa5F/508d4+Z8+IVNXaEeP1jw+aAv/Lsk+n3fKLMHwf40mu/sPGcdH6SLUwo2TUCjRiAlHybThKqLATue34nLL2XRw5O7Ci9M04Xy3J6YdSL60OE9F5KC7cG98+/HLlX4AqXVtyD7YzTinYalAwAxtQYlIXZMgTEcxO1LYM2HjJLNWXgRxgQWiF2NKIxyKD/08azlKqx/sCR0FmsHYKSHBjEVJAMQGi7Pf3mczlQMTlCiUP1CKSkSsoLgJS843EeSouktwGwyw716E7SmQjjvK4psCOTkc9P4TU5OAGNbu0g1U73wrIncJ8A5Vu+5Vt4+9vfzrd/+7fzJ/7En+Dnf/7n+Z7v+R6+53u+BwAhBN/8zd/M3/7bf5sv+IIvSKWCjz76KH/kj/yRF3znLxIvRR+ec/vKbFllT/1+XrgweUyxKGOQIpTXVjjlEPHvTF/Q75uEkuRamvY33SkyPeargmK5atgn2R+/191sDlLnnpttVUP56kX55UZ8RO4WCCXCYC2BLtHbmyLXoRA0hbE4ZMrj9+ZvvWh5KnJ7+2nBoeurqJYecKiVpawUu2eSZWXZqwyH9QlztaDSK9bFGlusaOuFPyXSYuoz3M5dZtUpV9Qd9llQWEuRSKOQNjMjcJKo2Qm+GTZKuQVA6FoqkAhlE+i6KLN30XiljB3R3fS8Rnjb4iLCznzCvh/mZBxDgX2W4slX+Y1FlmCb8Nml8gnX0XVAfCyslAUaCB27C9lbCyTNAlDInq1g4r7PGA9pvY5EG4EJQlnotSVx+In4RbmQ5nE9yySyMueohZkS6qfPD/vmKonYLRDWoYhjgkwu1HGcE3Zc5dOHZJjeSY9vcXgFMlAyAif3EecVVY5LmseVP7nA1zUGlh0Y1csOzlrsaTscK2IaMIQbjSd+HnHJJj+meqwMxRUvgnzivgDKk08+yQ/90A/x7ne/m2/7tm/jta99Ld/1Xd/Fn/pTfyq95q/9tb/G2dkZf+7P/Tnu3r3LO97xDn7sx37spfVAiTqIe4CTcT+Hi+hT0uvHzEm8ecZU+5acsAcVHkLfC7BMpXJycLJxXGa6x8qguiQTj6mDqhd4QsYyBJDSWM+y2FD2GARSuWC2ByJxQPGPxcEk10SIsZFcGcqkw0ptMBBC0L4E9oKZXxGtDPa0RZY+3ZNrKPJjHOffXWN8OXYEFAmgmMlB3k8EsRwzAJpgs5+nROL3IUuJXHbY0qdQlBTUiwq1LlBdQWE63vjox+lKhXGKTwnDiV7Tzk78qddrZsWCvfKIq+VNHpa3mLs1tXFIJzjdt9RHAtWCWFm/EppK4cSYAlsxVRXJ7QBShrqoF5ZFeaWMHbnF/VQYCVjvj5I/dgFz1aRZySdeacnukYl06Ii9GH8vCajYze+sZwGHICYXQ49/CuMQjQElkUvj782oWYip0VImnZ0rwv2qkyqLOAboBowWlPjjbUr/+VF0HM+bDExClLspB4XxbJM2XmSeKoTWzgu4rRfFWy1wyo9BRmeLpgCMxI5CVgo518jDCrUyqGOvRdGnrW+Z0fpzaFq7MX7Ex7vG4qTABF3I2McEek2Ktb5CJ/404SecBziGLMq9WJM8oiFbrKaJTI5pLe2iQz27wi77OSEHtePCgU02vT8XBKGxU35bMbVoQ8rbjaqYXoi476rld77znbzzne/c+rwQgm/7tm/j277t257Xjr1UcS9Qkqd2tsZ5K6EtIGkbuNj2eB5jkOIfmx6ctu1oXhrrUxKZqRtswnfjEDK0QQ/2+GFY85+XsSnnRVKGhzJJlJxOI+X3iQwgRQlErfoKGTKeJ1tN+uOT6Tjj68vv+CjNu58YlWPG33twkgZ2KbLn+xvcLA1jSl2o4Xchg4W4vLNGWEcB7FLQlopDs+TV+garsqJzikI2HK0vUciWSi85LO6yr445UCdUoc1wKwWtsjRl0ABZsjzxOMEdv+7s+9zyvci/2qdd8sHAHB/DvziY/hKfY7wSxg57DtiIE6pV/erfiqHgM49fvvUk44KV3OvmIiXN4xiPD1ETFR+z2XNS+dSEs15jlHvexPcCvgItB6UhJWwB0YgEaJN4vpFQqlAKLb3eY2BF73930oOUKJS34dr05cb+LVa4wbmM9iuFmWabhMX3ngJcEZgV48KCKdMPSfxYVYmQ+lG4IpTRA+qgF0vIsr+/xxU7zjiu/tART//eXX8MW9IqU8BhovhlMuIwCAwbC99n5OXTzjoPqizACnXcDF4rlEDVqmeZTWiAeh/OIzv/eLO6bu9BL56LxXNN7Zxr076NPYnP5wNHZFIuqC+53xVrT8Gff0Gd15E3ghw50wEo2D7do4bgxD/m2Q9fodSDlCmqN6djU4wn1Tb8Q8PMT+gDh9o4kBrXsylFpgMJR+/iwJkBFH+Mw3PT/o3XJL1JRP/5CnR8jqJDrX99/z1F5iQBlOy9g7RbExgqPNjRhWRvprm2bmjFEWv1DF2puKVOuK1PqOSaHbngQB2zK5bsigU7rCicQbmwcrMgOzIWKjvB+ehmLOdWRj2IyYg9YaZYlByMmPHjozRFDCM9c5IDkXF651yQ8jyZrEEKsg3gpA0pkACq/bUdyuZjajjeT+FecxngFzMdjON0b61QiMGCBTxo6HvL9UyKlRZpQ58pKRJQycGcNiLpdWJ6R0YNSjCvE0ZgaxAZWsjHb4tnVfzjAtl65kcC8qDyLNFMJ12PWXaDsTjez7f+i8NBM79oqjY60/4z43ohsiju/FvwvDTOZPY7guERUBr7tFjrsI3DdI62sek5EUW0lX9A78j7m3teYGb1XvFZC1BSbPn272Ug1rwnMCdygnbNI0/twPTVaO9drXMx5mQIMPxj27e7oZPI9i2uqJyxqMb4uvYoih2Du7G2w4RuxBGk2J5FGQOTaDi10bU4uOsCUFjfabeedvnZcEVtPVARAViJUqJCyfBGWWaeR23Ambbvm5OtGqdWoGrwnXh9RkqBjCj1MZvVp3wUQrXeIKpUVJXkoRNBK9e01W1QcChPeEzfQIuOmoYdsaSmpaLl0C7YsS3zzlG1grKRyHVmbx+AJVIk0auPOJJteq681IPMKzG2OZzmLMmUqDNWpSgHhYCxlGXs6SGeQyVPjK0p3lj2OfWm8HoZgYoSyMKFBYsb6FRc7jKseh2KhF7DROim3kpcwWC8jTqRKHCNTErZCCj78+HTAhmz5ERiT6KHkIwp484iVialvoQSCD09RudpH2FBpX1TqEsVslYpReqMRS27lPoFUm8tfdZiW4vqBDY28dxSYnyRMNZtNUJUIV2T6iu2zFP549H/JHecjddAG8S9QGZGJxCSVNUUdXX3qtwbA7eXIj4rAYp65/u2PndPZ9N7xYg9mQImG/4TW75MEQSgY5AxHnimAAYXMMQZT7oDgBJdFQuJXXb9/gS6j2J0ojI2w4MSl9Towphh11zYTPWEASY6YrrTNpWvSRVW/ilNkQvyhjdy2mpMWNcOYTTUpv/8AZNlsz5IzQY4sWGinzpHprGDgXx8XgeHN/qeI+ATqsUZi/aHhQJe85E5ly5bHttf8PnzM05LwbHWKBzKOaRzQSjo2G0ce2vYWyj2TyTzY+EreGQAk6UEpfxg/Seyxnvf/5WbDEu8Zv/Cf/I/N47iQbzuifdufa5VHoBEdmWKNYlAwwRthczwoUyeF2KQupiaXC9Smj++Du2ICbStza7rbNtx1a169+AeUNsNbUp6X2RdG+NZVxPNvCyikIBP9bigI8vZ1N6N1vuZlI2j00O2agzSoveJ6jx7IjuQK+sFn+DTTEogCgGVwmgwenROsm2rTqDK8Pmy9mCnHTloQ7pP1KqDpaE7bYPWIqZ4+h31fw9N2yKLMrV2TMOm82NBJD0jKJFSJDfW3La+/6zN33OwYjIdzPi1UgJBo9I1Ft1aZGOpv+uT6bXdt33epH4RhkajL1V8VgKUFzvGwtitHF4+QST0OZ1y2RZDweb219tznptKX4Dffc+iuFSBIsow0U5xj8Y/lmhdhkAlj0ktSl5bb2LFyznTZJ7ukT2B7NdbkcUJf0+Ju4wLM8rEKjMbzKcigbtsW/eyf3d26Gbbp5A8CBSlRJy1VEeWPSmRVlC1hrPaslt5xBknu7jS3g0lyvOlRDee6rZzhWgFoIbFVvm+FBKBHTIsD+J5RQQnY+YkBypWXpwNERdR1sbYcu1NMajx2jatFy32Rlr++Vjh4SxBVxYm5CA0l+V5nb399ezvXTmwDXDF5qsjiyJsuEzT7vpr2WQz0Pi8CSsG1vkD+/+J85E7/8afsRrLp5a8DsZKkDOBWkvPvnTWgxyr+oVnBlZiM01vk+/HopQCHI0hFy1+23Y7ajUEJvH3dIw2Cmr7v8epneiFkv8NOdBxCCsGC7QYCZyMXIdfKsZkHJ/TAOW+G9rdIzZsxWOkNMP9fcnjNMIYhJw3wd7X50TAkBqOWcRY3hdTPzkLE8BJAir3iLja2ljZx4gCr9HgsyFkjp+Zg5RCToOiiZTP1jLiEZCbAnTAJFCZ+i56zYpFKEP5f/st7N97I/K0o5ZFoLAV9VoymwUmJ0stSCco257mdhLaGqz2q9W88kO2wxx+8uEJLN3wCB7Ecw0jpkW0MmDhe1h9+NfmbIa9OKAZR36dRvYkVp0AmODvkTt9QryfXKL8c2GlKuLE5Hpn5HHE1EDo8yMa0YOUUbpGjI41/uzTP9OvjTHwPplIFY/v+TE46XQEKPl5FnRl0KV0IKVMAMgRwYnstS6Z5k2E9IiULoGD+03xjCOyJ4WOJms5SBF8wc+u+NA7fCVb3pcn/t1vZ6iN8YBkNJba0MHZ+utEjply6MuNs9TeZ2p58zkHUMqv8QZs65+8QHXOeXEh9qRP9YxTNv3gMr0CylMPAxFm9nnX/pfj9Pszv38vUbfQT6LjhnlTkVepuKV3khSR3bAuWyLKyZWLiMc7jihezStJ4v4riSjDNst+u9FIqO/zsQlWBmBI+gofYd2mVmX83aS0y2ib5+Txp7wRLEOQYs2QOUnpHSkGg3zz7ieQM406bj29utSUJ4rdSrLalSFn7mjKvj39qrS0c+8d0SpoQwVEYeAd+8MeMKufegq19s3e9B/9+Y1jehDPL96x/wv8u+WbNwCKX6Rn1ShRd3HOxLXJFmS/nwO086qzKPa2rf+Xu3paC21jMV3fgA48SPniXxxWdHzoHTVd463RlRaoQnoH0mjkl+6b4WTmjEvpFnHa+qo1qxCtQxYeIG/rfK4nHkvbVf17IjiRXXZeCpnGDVfI8Dn+nBr8fdOUDitIAAVcr2sx4KRM6aNooS874V2apUJifNoqaMf0ToFp8pTZtAeKkr3sK/5eKJF8UKIORkkoAltSKNCBnanr3gU2Nvt75vfvsXtY4AJ74qwXv+Y6mCmtirV4D5fw3XddYFdwvPp/XabXHf+Zq+jdAr1bUP7dj01/KZ+h+JwDKFORizufa0wPKravLLmnCdjmqn0KnPjHNt9vrcPXzwdqj+mUxHgi9dvuvT5sEMy6JrNC7z8FxlVDY/+NuP9Bu5GSrFGAG/ejDFy56lf651VebbBdkUWJ27xHxUrej8ef4/MdUz0Fvsm+RLBhQ8pnzGrlwLAv5ZaDwT7tbzwm491mu5JQiukSOLm561hrONOSlVQsZEkjFLVrecdon60GYfxA+yBenNhagixisrFnUcxIg3L/H+aGP7PxJBdr28CaRHASQUnb2NQzZtzULo+u8xYC/f3tdSg6CCi3gRMRWVUT0y7eV8c7E3tzSBH0ZImlGS8wJiLv5wV5eidsK45LhQxal2yxIP2/TrnUPTk+XnQ9q9CUDi1JKZ+82kit8wWQSD24VCmxrcRdgDKJ4CTpTfJxNwx5ue4kNvnTWlCU3j1bBaCiCjlItZjWImT8zkbnbsSWTf/+yhkfPucAyvNmTi4SF0zlbG2DHgad/nXDnHJ8zWBbQf+Q5xzHcZ7TX0zxCBPMzJpM2T3Qd+T8YtiHJgNi+eclYyfXi3rDoCaQXjShxICZyUuNt62+tkY8vvzcZABIhIZ+HogF/c1IOJyfj8H5CefXZWzJNt3PwFo/Ow+xSSFKYGuVHDpjCaWS0JZ+1XdWW45njqfnBSeq4o7Y4Zgd7rpdAK7Io43PNdqDkxcq9fcghvGexZMgRQAjebhBdY7psSdWsOGFcl5smLVNsXsjNsV7nQzBSVxhd52flDpDsl0fh19Ze12DCavsaF7WV6SN3hTv90DGiEYBnUdlxnukCOnN3Dzu6Rcuk+aW9MxJ6owc710yTQik8cg/3z+cp3UiOOmynFurBUXnxbndADj2DEw0nnQqNHwNTUXVTCdxPUCzGiJPDzJcqEDyqW//0x9n0v8PJR5eIBvFsQGQ5OBEKt9PJwcoulZ0K5NAKfQgxHRD9jev7PH7uQlUN9qAvIzicw6gbIvzWJTJ58KFd8+IqZ5tnzsBTsa/R8AS6b0pAB/pvAhScsSePEPOSfGAxTYiHVpqEFWCaBiZqMXUT0hfxfI8GGhLXMxlNpnRU4wIeqZuDBv0JRe9OmOaZxuboiSUDmFC4ywAunTszvRsU56uSauR8HwCKVN6Eykm0moydVCOA10EKH7D3iM3XlumFBjtWNSWW7uOZ2vNf9aPcssdcLO7xC1ziYWZU8k1jxbPbMx8TvYsyoN44cOIHpyMK3g8syKCDsVPkLFSw0gmy2nHMdRrjNk7u/F3GhdaOwlOmsaPFZ1xtOY8BgW0Dp19pfON36TEpl4rwcQrlhoHJtE11pcLN4R2CWRpbdWXIluRLR6GWr3B77kGTfpqtZxV9X5Iok/rBBAxtrm3woMTKxm2H7CuBymqZ7ysBN2B0UGEXgiEDQN8WFjEPj5R7yMCIDGJtXZo7X9a69kTFeeIuKmwLxGQxNSOZ06GoliZVVnKQg6Ey/67EIiVSfODMOAsdNamlF6qKhppVsbpoNy08+UWnxMApXnP23vacKxTyJmKLSv1vu9DVjWSpytyAJLoWDeYJO+Z2smASRx08pROHHhyO+GP/J4ZwMBBMP49BiNT7MlYoR1XCLbxZbGi9OZNseGgiDdJoHVT47Jl19u+58e5jUWYab+NIkzWwTo7nb/4HusGJnDxsclUTgAp0A9kaZtR4yIFihqx7BCnDeY00jpdX8kQhK1574z8XA4YlwyQqEDLxhtdzRRqt0Bfm8NMDZdOjUXebfrzpQTickk30yzmlk/vOz4yn/Hb8iH+9elXcdwesljv03UVSrXsz26hhOFd8r/ki/koj6/OuH7q+NI3DTUpD+L5xU+dPkkrPTDxJm2CdnQf2Sxzqfq5FiPACIcR3uYnjBqUrWfIpN2QoW9EGldGbKovlbeYxmLWBtO6pDfpMuZkuXYJnLQZaP13Tyh/60k/QRZhggx7D0iEdHSr3pDQGYVQvWg0/WxMMHy0aawYAPFGDVpoJBBj3GZ6WA7HivQZWVrUFRJXyb4thuzLmY2O7IkLnZO9DkW6oR7IBH1XTAdJ66t7VEiNajzIF7VEohFXZ+iZRp62XkN21NAuOpqVP19R6BxBgZRQ4GgRibEo8tJhAVXRp3XKstebCBn/gQxaoOKgRM2GU7VZdoijhm5lvF7RuKA9cgGokgGVYSWPlIKP/J4ZOwcF5V7Bwf986x5X4mcuPicASt7xcuO5nHLc8tyFq32eI7U+aPCV6U5ycBItq+8nzgMlk/th+jy0bUxwafWdg0UJrmFQpuCCkVE0NNoIE1TxSiR3Sleqrec7F8cCiWEYxFjJfz+hJMxUsMbPKWyJyQbj80q2076G/Yz5Yb/KUchSomYafW2G2C3gUpVWfCI65y47aF1vVKcEYq/Ahdz5SglWouCWO+jBSTvDdQWd0bRlydqWdCga9MDh9EG8cDEAJ0Js7bZrU8onXjc9k9JmKERZP3la50te/cr//mj1lBa2Q2bVZhNk7scRwckYcNtwq0sJbefout7sK2pSbGsx+cKn7Btl5k1KXejFIpRFGBk6jbuk3UiWBZFCaA05s+wCyElsqnWb+jVI/cCckgNwEseM3P033g85OIkGcHlYAcheu5IXGqTuv0pA3Y8bhDSLXzD2YlkbFo9ShFE0HvpIf+J9T3rNybCsuF9gRrCiZjrZKAyM5MIi1rQ2AyXTzEkevVmbODft/3KIzwmAcq8YWKozBDP5czmLklY1Y7Hm6DlgwCSk7ZqhSHM8MV4UjGzTm8TI+0vcG5zE6NM9Qknvl2LsID0RbxTbmGT0ds5e9mXKsTSRflW1sc/Ghd47DEDfPYFJnnYb61BiGM/YiJlGxhSVcZhAl+blmlORxK9hEFGh2qE4KEEJ1G6BmGnE9Tlurun2de9kuTTIBXDmYGn6NNroHFgBa1GwstXww50EDCb0le+cBhEn0Qe6kxc6xuDEiin9CakNQQQqftXuaKWgsH26x4RJMPrkWzmtT4nAJZkf3kMbkMCKHYOVXnOSayAiOCGAk0L7SbbLbmMpLaaViNGMnrfIgOG4IZQIt2AXenvZIfCIOpJQgeS9l8LCINjOb0YozYm9wop4jvpGpeMUD3hQYsPBTgOTAJpwyAx5bpR8S/p0tHV+3GgsulYhteZIaZ0JQJAPz7khW2zql7u8brw3COzzct8IBm3jq7a6lcF0Lvyzkw37xuxJBCYxdfRyjs9KgNL++NsHF+0AcIzzb9lFtem/0b/GqVHnY+Wt3rlXvv8ig8sImAwqeSZ0JzkoEdnFd7+xDT3npYwy5JjTcWR50Gi2NjWZjzswhz33KysYDDbb/E+m3GjVH3of5offslFMdOEIjrWejlaI0ndCjgLYweefIzZWpUTVypfnHVSox3dht8AVEjtX2FLS7ghWcz/olSsQViHWFtFY7LJLg7MI9uJAMAITLKhYuRIlDEo1GKO9pkdaCtWgheEfyH/s31SFfw/ieccv3n6SlYZF0YOTe8X4Ncq5AGYI16kvcW2VnxitEGnFHv8pO6F1k316w3ef9jGs4mEwOY7dTP3PafAam5V7EW2vyfBiWYIWZfgeYYQfE0YRe1X513iWU5aqNyjMmBDPvAZgEuwMBHHhkmnT8oVeTIWOxetq1CQwP30WJCIxKG989Od5/9NvnjwXU+Hi+Y/jgBRhzJCp7FitLabzlvLjMToXpCaQIIZMSfqsyDJNRN6JHeN8B+bGJHDSNX1qp++oPDoXsv8pJTz+E2cXPg+fyfisBCgXBSfbHpt6jbC9h0r7429PWhQv6IwZZgYaCn/3u9QpOIqRtlmlj3UoUaEtpK9dP88NtAcqPn85nlzHAs6tx5po2773jFBBlNWIAc075Yp7nt8KcK5oOKV4Ympn0JEtnJcfenM43+J8kBKZrfwxJUJaxR9DSvU0FlnKgavieccQ88LF5Rr12A720TmffKPkzr7hqHasteGkgEZIHl61XDkVfPHDP0/znrf7Y1x22NMmDc4y7FtbwrpwrJSiQ3mGBJDColSHcwohDLVacqBOzjn4B/Fco1URSAzTOjl7YrYIXVWY4OPrpPBXoBTwjn3vS/NrzZuRzo168oR0YRdEznFlXwjvxVFrf90md8++7DQHEEMxZJgYxeZtNCAmY/qjHaYItPZCUNM5dOlQrcVZlRm5jccxP0bYIIiXpcSqDpVpU/xByjTRpoipYNj0TpqKuKAZMSe6o3eKDc6xefzmJ99yboVtzp64XBSfNyhVPoWld9eYZUcZ0yydQ2uHtWJY0q3EQJg6EMFGYiaIp23jsNaitaNEIVuLMg5z2iKU76BuloburKU961gvzIbmxG9vdFzZ5xXB6+aVEp+VACXGc+1oDEzqTtY/+XZfBjj1hqkJ0YxARaLqLLFN+uRnhwtNSL8CsJnC/byI4CTGuUDhHs/nQCVHAkkMm70u39a4lbt/zbgCoe/hkew3YxoqAymDfY2UMhDt9u8JUvKI3HY85ryXUbbveZYo7W+eZoopHhW6uu6XNIeaj19ruDFXfErvcSzm3HL7aAxfIz/IbB0GdYvPoWfMU2KTpC8TbpVjJTRHbocjs8eqm9F2NV1XgZNI1VLKNZVYX/DAH8T9RHSKPU9zsvW94e5XbALwnzx7ksLAXth+p4KwMqSN42SbuoKrvkolNseLAmyzNOk6pJ1mT6UUKBk76vpr/6ISNp8mEqHkeFh6DJvjxmY6uu/+LWN35JgiHo952b2XUsg5awEDHUoaG+J4EZin2HhRWg9UOu1TN9G3ZgxWgGTcNu4uDXnqaJRqy449jQMxZSJzFqoHKjk4GZ5nRiCFWFyI6iyqFZiVQc0sQrnUR8yE9E7cxrYYNhQkK2F+ead18visASjtj/f+JtvKU/tqnO1xUc8NJ8NFK11f4hpBSoaeMaQLWyjRi0YDALhI0794YT/8b4ar5md+/97gbyG5UPUO3B94GYOUqf4MOTDZbDI2kWlP5YhhG1mSPNcCjSnd2KxwAFLOia0iaCk2VmmJhQp/R03QeefQFZK2hg/v1nxAPcr729dwZufUsuFAHlPYD9Jpx/EvPsXO2iTtSXRsbP/Ga5C7BVYJrnzJz3AF+EX3Ndy0h9zuLiVw4oxGSMvHH/kD5x7vg7j/eN/dJ0NpKrSajUqdGMq5i6V8EJMgBbwOpdVevNkpABca3PUTbrR3TyLNUkI0Tgy6BNt4Ay/b2qxLbbZaDpUbMlSQ/N6P9TPZj706MIgi8+EYHVbSsIxKj4W8d6uIsAVAYpadZ12zMS8tXuKYEdImvrJPjrpyZzG+Xy041YO6CE582XBgUCQJpMioXIWBq2xs3hi3OTgmCa4IG4jtNCZ0G1oLWjkEJmEvB5qQXHcCeWrOhe0AXTj/UROX/nnH4Ms/cAeAj3/tjrfcR/AFP+2dYT/w1moDsEop+LyfXk2f05d5fNYAFDtxJBtVIWQrlOxLvBcoGehUBq8NN5R1vUAzUa+ur3iJLqaNJTkbEfK20k5O9OljFFurSlSxOVgOrO3jzXhBJul8RsUPOLmbanxPsnOPK4otlvhpv+JzxpEI6KRx6X8OvCDyczTwVZgYXWHAwCShc9yOcanDsdeCbH4HY28UYKMZoF12qLMO1ZWowLu8sfgIK1fykLjDQ/aYV91SXLuhmD/TIT95hr29whw1dN/8WPgsiVAt3Y7iIx9/C7/yiOT96g18cP06PnX2atrTK9B5sY4rX5mDzMs97tQhdXMOayJddi1mr9mW7onh9Sj+MvXmYQAOKxxaCapWwNyiO0HZ+FJXJ/3AbLVAIrHoXsMQugjHSUtVCmscRZlzfx7wzPCV/O2ItKh05skRthtLjjcb05FZqvcMipqgLkVIi3hfDoFQvZA2t8sXZd/nR0TzwlrBTCd32Nx2YFC8kBYwHpjFRactBOXKe5moToSWEcHqXtKjlAActYlsi+91pTqBbjbTPMTUemRgjBe4m2WXWgzE0FoE0zsYA5NxTIGU/LmYNpJrn9KJ/kvOOG79F4fY1vptaIm0jg//7tlkYUUsX36lxmcNQNkWA5+TfGLNgMpFmJU8hu/pvVFQDJkU8Gi78akMUXqluk9xDNuax+Fl8iK7F9uRi2ZHWpP8vc+VTYkRvQ4m0zojcLJpk8/gtUAmggtKfSWzap+chRqdk2wV05Oq9xHG+kqC4Psy1Q9pm1YoDhI2CF3VWUt1x/DEqYHdT9AIhUVy2K24vDZculMyu+N9T9xpO6h4imyTmGnODuHzH38fnw/8L+abudse0jRzRFMjTAHSYu0F6LYHcd/RhPvCjtgR6dxE87/+ASM8U3IvkNK/nsTU5Nvyq/cwcYYxBTwQdxJUXBiEyTwKu2UpvU6h8OJppUXQj/htWwsasbGiLrTYcDTNwcm4g25sAOgbD4aKQ7nZSmM8LvjHhgsboVzwGvKC2ORUXSpc3fsF5YuKjVJsS2gUms4UsnWj14lgZR/Oc6JFewbFN+H04CSmefIGnBufaRwEgW8qJDCb3aK3tRUYu3x7tqUHNFMRGZQ8UvmxltBZjIXX/ZRnUD749npTmPvKyehsxCsaoLQ//vZJ5mQqqq/62YHNfboBRur5HKhs0H3xPcaN3iPS5ZUupeAQJFrbT6ZBLCtn8VVdWnXksQ0w3PyjB8PXTQCTPAbg5AK/XyRyR8nBvqTVkUyM0XYWJXt/WA0BPethRJ93zkW1phcK0tjki5B/yjbdUQKqjfXsSfBuccH0asPa/pySZttautPWryRvr1A7BZ/3yRmXDltO6wYjYd4I9haKnVsOddTCKrA1aRAPrNpugbxcYbTjJ8+e5Od3HuXIfCnrboYzmk990Vds3Y8H8dzifXefZFHAWgkaKZIANk/hqIwx+QPV+/ixVaz+iK/LNjhxyakM3Ixt8GEIUprCJnFn341XhP4wwaiwlkirkLtFEnarWai0Mw6lBc4KVEgReJ+NfrL8pd/hWTjrvEkYDInHTRHneJXv3anzVhuW6cVTbj4pB6oumZ4X0N/jhUpmjdG+/iIVfb6K0i9o+rEwgE2JBx7BFC/a4EegEtM6uvPAJHVNHoETYUG01o/jKwMrD1Bs01vNn9fnKPcjiT4z0fsknu9cpxLt7rdFXMwSui1HU7ePffU8MV1x21/ws698xvUVDVDuh/UYx0DnMGJTBq+bECH1N4/L2BSR8sZgA8IXQDaJlhJhvFFZ9OCIvWGAAYsytYK/CJiYZE5eIHASIy8b7tmTTXAyBWQGkYBHdpwR2FjHYBaIA0DswIUcgJRcZAtbgEqsvQyAxDvn2sGA6o+v3x87ei4+JpQv9+turylKxeWP18xOC9ZzlwbHcgXqrPMDm/HVXNK4frguw4SzU3C8ZzgqFbfcPmd2TmsLMAUP4oWPVnqdifc56atzmkxhPqUhiV2LffRARYay4uFr3QDkxIgO6pFNidtsNRSdowz7oMM1pIJQU+P1D6JWiMZ7+DjjUDONsz1AgQAMpJ/souB1rHXYOLaBV8bwuV4AStp+Op6pbWVjl5OOPi3sKwO990buYOdTN64Qw/SOP5HEJoGDfTIOTBy/HcgIhgBEWseUjUidwXO+NTImsZNxHOe3dZUWcaFkHDZL7+Q2EEPDtu0C1li105/nIcsd0zJSioERZK79E62lXUyce3m+cPaVFp81AKX6Kl8CvK0ZYKzAmdhK+m1bD5NtpcoRlLjsXhPGeTGZxVu1W4do/QQqdgoovNuoC6Iw1UTjHYOLHUWV8B0rLyh4HUcqKR6le86rtBkc71RHMaZFsel35VmPsefBRmSsyNisqX/NkIEZ7GcSqAXhbijV7Q8+Y7nG+xC1J41JZb6xbf1FI54D0/jVS3u0xjaGCtg9KNndKTxVnb9nxztBylrDyltUi2AW5x6asXyk5KNXGj5SXOMZc4XOKQrZsi6XE3vwIJ5vnJZD5uQb9M/xA932JqI9e9KzIVGT0l9iw9Jh6FmYMYNiwuURE3ZrjRezWqhbgzZem2KlRHeCohEYLdCVpmpr37wu9XaSqUO3XHS0a38tK+1om82J8l6T19jUS+k89bNZiTKVkjYjMC+VSAcbNWuysQz7dsW+OqN7VgW/KUhoaNC/J6+wa13Q+gm0llgNphIYDV3Z61KApPeJzEnUnowXqZ5B8eMGK28PYJfBg6R1qf/ROM0zFf65CBh7kJKbtRWl9KXAhaCYa1StqK7NBmnx9qhJGjnT9ccvJX6eeQBQPjMRK3WSx0kmEr1Il+JtDMk9RbJTk12ImGLqt+tRemJVABcWwiJ4CGBkaFznBu6J3l6+V+bD9AAwFRvVO/fBjmzTW8D5qY6tEcHFtvdmz8VcLpDpTlwCPOnv8D5htqeOBvs9fk08j5n2xGa55IvGIL+e6VHM0RpFAKiN9kCqkJg9TbS5F2EVJJbBabOQ2F1NU8NKSRSWQ3nCkTphUd1KjrEP4vnHTx8/yTpU6DRS0EqZtCPngRNP4okkdh2DEK+Fd4O/7xVRr5kqgoLIvgUooMazcHpwXXqdhJ0rpE3cbLJel4VMglmQdI1FyiFr4Mtat987m9Uf8efFbdGn7qUIWLyfU3/PJ9t2c377ilSJl2eLQgw0hvRchDAG0fmzJJJAVlDSp3+mtCa5vcRGV+mQEjYhVTtmo85L9cD5WpBYiVWUEl35BoF6R1McVOgAUFxjsadNquKKbIsLlTwqCGlfyZqTcbyiAApk4OQ5fgnndS0+H3m6rUxKvl0nPRPTP5+VIxcyVJKo8MxQlQ89SAE76Ky7LaZywAN2Q04Dl3E58BikPBdgMighvFcoMXSQyj8vno8MmECv4dnwl4kxEtil/coAUErppEHy4gLZcTjjAoVt09/b/F1czJOXmTBwt8Bqv8IDqFzLoTil0zfQwqAetCV+waJV0+DkvLBCIJPe5F4gJfw+MYZEXUlM6/jfg1YieyyCFKWgMI5OOd8tOGy3LQW6FDD3NTQJpADqqAkVNMqnFJF+suz8tG3PmbjGHW4jiImTpn+M8Bi9BwtMLqSmfu+dmmW4B226H8W4aWCIcUfneI62uXenNAwSDIm5BlDS32fC9s6yqhtV7WyZG0Rrkzg2LWoyLU7atSB2PR+kiNHr+/MspUBXknKvQM00xeUKdVAhrs5824Cgf8mZcCFBaZnOVTT3/GxJ87yiAMrzASe5H8b9lBVPvX7b+xNIUT2Lkn8+FrACUfc9bXIGRag+3SNsMn3eWmZ8P+AkL+8dOFHex2R8L1bGhcl50vdkInwqyLMlaQ9GQAXC+i+KS8tR7vqiTFEEJRmDsrE/shcsX/S8TEY+QGX6mBykRPOJ8mt+litAvXiSfbviVfIm+/KMXbF4YMb2AoYV9GkdxEAzIkdakVx/kjcCNEJQWtf7aoyBimVDGNtKMkO2zZAuK2+2vjFnFNB2YWMysbSCbhZgSWAjIkgpDprhhlcmGHINu+3C5ip/bCQ2TukMjcjixLh538WJe9hTzIMaQkoiso5pcWAcyQ9pYMB2sXtv0isplP46JRBri5QKW3hAEsfuMThJ2xvrb2xI72TCetuYyeqdGLlhW85g9c8PQWAUxupSUh2WFAelb59xuYb9Erdf+GOyvY+MUIIr/5+73PyjB16DFMXBSTN3odP3so9XFEDZRLfTF/G2tM1UmmZAEW5D0OmxnETs3zMVqYbeb2HAovgll7exFoDaLZAzjV12yODN0Z222NDtVqhzmtdtq1qZ0J2MgcnUeydLa7N0zMDPQPXW/Tlz4GIKg1HVT/55Mc0TtSsKX50Qn8/ZDgKQyxuPXZSpybZHa4YdmO8BUsCDwMhk5avBvFGgmqmh2VQODFuXZqs4cFLrdC7aH387xdf9LF/wjOKJomNdnLAsjzmqb/Bs9eH7O8YHsTV6lsMNbmHPV/qFQQQmMWWTm7L1jIfr9Sej9E6MwvQARVlvzhbn3nGJ8TiiiFZK3/Zg8DgWaaXXozQCVRaouULuaApA3l5RnLa0Rw1m2aFO2tTp1nfedUk0O5U6HjImIjmPRodqVfjUgxyNHc44jO3BSezADt6FNgo+UcPxxQX9mWgsFBa5MCBt0KOc32Ue+q/RSTHwS4kLBGEdrpLh901AYmX/WA4gJdmYbx0sO9xpizlt6U5bTOiBM5XSGQpf+/E/lhhr7cXLVS3RwXZeFdK3z9gvqV+9izyoPDDZ0di5Qp10WfpbkjPV1WE5+DuOmbk/yys5XmEAJUel93rtxZiWjU7G56SAprY9WeUz2kb0S4mCL5d5p8SJXMz0wPpINn3aYLDtc1b129M5U2ClZ1O8uv45sgXZduP+CSUGwlcXrP0TIImhhG8OVhL6cUgEm8c99ls5ryfRIMLANYiR5uQ8kJIbtuXpNqliJ1APTmT0p0gAahOopP3J9TbWoU69L8qlmwqjvd39cm7ZnRuK/QZ2L3aoD+L8KAwU0vkCMWFpUrFmD056UauvytnmHBtTP/3fhG35MBFkRGxq+ycvSAykbbbB0wQ8k5K7zuZJHrVfeg1UZGZL6a/hlUG2Xo8S+7bIrPQ1L4H1P3t2RGmZ3KlT91u1WVECeGO2/PpmuN1YINUvcHKU6BcPolUpDZ50f2P2OhPNRoOB6D01aC540RNND07GdhMuiE7TcW5JCffH2qd3em8Tl56LlVVaC8paoSsPTPSORs00+qBEXq5hp8DtFb6qSUtsndnihc+PXYjVTPtmpwG42MZgG5vY+Fd6vCIASupeO0LO5wGV+zVgG6eAtolp441z3rbH4CS9V0YDtx6k5LbJeU5ZBkOv2PvmXimHe4OTMCBHT5bUeCx+an7A032CxuxJvDHSsRrnu5JO2uIHNigfcdL3KT2IAf9eYxN4EYpkAjeZ0kkrCzGgiPtDEZvACHqKeUtsAyk5c6J3C2QAKHKmYaZ6T4foiDkO62DVBQYpdDb+wSeZ7erUQr7ekdS7AunMA4DyPOJXnn3Ssxci6DpSeiZM2KM0z9CUrQcp2yJqU/wl53r2Y5z6yUBKWsXL4XamNCwe6DiMFMkav0uAJVZrCIT1nbWhzByoBTpUmtnWIkNZbLKtt5uCysigpFLXYghMYrmrzNKseWdl23owY2w/KVvwDEp4rwrvj/8SExpEqCLeq8FKIIKQvCAi3VfBGDM5IUW7+gBYxppBo31qx8ppRiW+zuKZr9gpmZFeL7ceiKAkNXSNqZaBAZsbNOurakl9UCRgomYadVAid0u4VOEqha0lTsvean/FxuJq8d8+Egz71KB6UpYOs7zgIu5lHq8IgAL0xjzgvygltsKTVP77HEHKNrO2KZDSf+b52xtU9ZCBlKhJgEBTerQ8HAT6dMc4BQGbWpPx72NAkV4Tf16APZlK7Uz13fHbiyo0OdrGRKonPjcCKR7oZJ8dGYocgOTAI/t9XHXlv6sw6GUruHuxR1MgJZZJJnCyW3pwsqN9DxElhnbdSUhEn2vPS6Nbi2gMqrVpUJWdRnYSKxU8Nv19PIh7h5F+olH0oMEIkMpRWBd8UPrX58BCiVASvGWQSfptF0GP8N2LpRe6WgFVbxqcQIoN25TD9YD/MU5BpBWLS89b6bAh5RLF1aISqHmwjjdheaAkrokdhg1iZTBSIMKHeAuE/rPG3dBzQJH7cMROxTGcESmloGsVmtjZZNmggpeHLCSqDD9nvuzeT6qj+znex9HfKGdRpBiUIQvrhumdyHaQvV4NGzHGxoL5ud6mEUpjehx/wvgplUhMUwR5U0xUFB9HczYVmJNypqiu1qjdArVbeIfgmYadAjvXiTlJLH2u0xkxyxGcRC2jVMJLBbb1M3qFxcseoJgfeQtAMuaJIdqMps8vchkwq+qpSjcxqfvHs9/jSj9tawQCNkrShp8/qV3JJkqnQLZh5UMGUgqZuc36r0OAN/BaCoTyinfb9FTjNjZlDE6GYEJsIO1+/w3OyNCTxg4Esbl9ddpGBAIR8Ew0z4qNzVLFSpywxx4pUbtiHcLIVHLoGpM6iKZtFHJTe9KkkbAf2GR+bLHUWyJ2C9RBlZ7zK41uo0NzHvlgHAfn4nKNPCgRu4XXk9RqdA1m11K4LkTU6eQi3QzIiTvrdKz6//IbaGC2da8exL3i546epAKkExSdBytV209EVjjAJYbFZJdVtKM3wm0FMBulwvgqoRZQ0nuaSOcBUvyZA6X0/jF5CanKJL1uAFIcpfRGbqnbrgS5o5CV8gzHTCF3CgolUMsOe9p659Olr0LRq+CCmjEBQN+pe6SxSqt0JQKwCJNftnBSM5W67QKJVUm+J2UPTNRB5bdRZmOBFAycooOI3M4UVoMtxMQisC8VFsahmuDcbT2ocUpgS4mNzrk2EFl2OJ476U9xvAYi2yItdDOBvFwilUBnY6ppLUJ6MarpbPAjycbfTM+jtC8dLnY0xX5JcblCf94h7Gjv/RJBVBgjhyAszHWN3QpORGCihBKov/qB8Ul6RcfLHqAMYkteUeSVEqk7gxsxLfdIB8WbNQMqQ/ajv6jHucrzavgHICXdYKJvXBc/Kx5bLEXNXUcbEMoNVvz3TPlMsBfxYo6MBGQajMYgZgoXQMI4BZJYmJnOUi59msg1ZvD3YAAqsjbqUykaE9IwsQyiscNqnRyc5IzJVIomAirABt+ZdA1IATOFNAXREVKFlUc+sI7TYnleX870NDg5RxeTVkCQVmM0pk+FGe+w6fdV8tmx9vnMRmH6id5IKCIVEs5zDhCsjIClf0y6nu2IEVmT+JiVUOBoB+kakV5jBYPvUjqRrgOVHmOjdDnf76nwLAqJSRESTOWXPaKSOONrOga6tozyT/d8waAaJQITIKVy8hSCnGl/bwdrhLSt0FcsumPHx21jBu+VGVMwGAtyRrGUftKuJLZStDu+PNjJTZYjAg3/04MVORKt2EJgJ94/XlDa8fYD+ACwlYI9fEsB47xkbtmhCkm76IDQ5Tk/jxkTFQ3XioMSfblGXa5x+4U/zmITlGzbR8K5l/jFYe4f5cffz460Th6vLIASYgwI/Eq1n5jSyjWmY5iGJzHtkrazBWz04MQN0kf9Nu69v1N6BKdEzwTlqR78BYjpO1lI4sByPyBlKEhLjErObkRtSNhWBE4enKj0vpQamelMDNqDhTSxx+3HQSjvsTFxXmJrgHAS/O+lHGpLcuZFiSydIzdBSlyFpJVZONdS4JRC1rrX+gRgJZSgO43gZPPcRXAnS+WPP9jT56mcqXLHyVAeJEU63hmLa/ADjHFMdKd7EM8hkuOrDSzGgNIXaTLSJgIU/3cEJ5Gx2FZSHFmXnkmJz2RAR3iKXxrfPRdAZr1iwD8XwZF0/Uo/fub4ufje+E9KPyZFjw8fwSdlp/DAYXRuXAAU/nof6hoSgxKbESa32lH34fj6uCAY+TmlcWXUrdjVCjvP3t865Enr78VMe2EqgSlhNffC4NRLB0IfnR6Y9L10xIZ+0AbheT5GWyDrapDE6WY0G5rwnLACLXuNjwLKUNEjlKBbGW97H9PAmW5H1T4drAJ7Kw9K2C+xc9VrTLJ93tQ+ZuNgEMu60rPdsSeT39n7M5x8pcTLFqCYH/tqTLAMz1egU5PAgP2wDvVHfx4A+0NvztiJiS9PQmw0lQOPbYDDarH1Qhrsz4Q2JV5oefla0rJAn0sFz6AQbvrGIhuDXXYpn+yMHHoJMF31Mtin+FjebVgJhFIDNmcQY3BQSj+IFMN0mGhd31Ar5n0rmayrpzQ9wrp0DkQr+zxyzLXGfcqBUASTKntN9FyJr4vgRIq0OsnDHpbIlULsl6ilgVWHW3ao2MgvP48xVz5OMc1UKBefBl6TkQTSEvbLTBToz1vqdGwc5n/4fFLbgEu1F99Gfco3/MLFPu9zOH7t5u/hcK5DeiVOZgI9MAbsQQqGJJh93RPvBeC3Pv6Wje1KG8GFS6xLq2Gts1SRmNYzxJLWqt28XqwUCZRoI9Cdf43vH8MgzVS2/fEk7YR2CCuCCFSgKoGcSXQtkQuD2ClQqw552uKCPiEyHDZL68IwNawCW5pSCRFs5AxIGiP8TwGDnjrNjqQroSuhLR1N6VhVNh1r2Uhmixmq82AgvqYpLE1hubPjBudUWqg7z5DFlgB+O4KZ9q6xud+J0f69LoAb1Q3ZbCvzz7UDsCoDqduWkmIu0Hua4lCjr9eUlyrK4wZ72gbrAoNdmrRIi5V9A31aGD9dITB1n3ryY2I27ozmFqcEzLV3It91iCgmXnUQuqpHsDIYO2baL6IuVa/YceNlC1A2+i4wDU5i5BOF/cEn08R07nuIZb+D7GH/vDwfiKR3jBgV/9Nlz4n+sRxo2RH9D6QSubKfeIUK1GucsDNwYpvIogx3dOx/kj8+YEAiAMn70o0Gn9Qno/A53ZQvjds0Dtmp/vikwGqR8sZ5x2lhQXYgTE7LmiHPHcHKyIk1nbexUDbucw5OJvK5AFTSq/hb1zu71hox6zZEaBuppfAvgpOLxBTbJ6Af1Bt//uOgM+hLZBy0pmeiPgsp3BcjZo2kqHo2QlqRMSr9OYyiUwjcnYSPfOStAGhGbEb2vsRgCJHs6FsV9CoKlPFApQjsTXIundhW2scwGepOJPARG92NXxsn2dzDI09Fx3vO1P46FYVELiSiUIjSN8VxjUU0EpUBlRhD1jVe97JP28YqtcQg+jSIk31KJTISi10bAIdjWVpWRew95G/vqoNq3wMNaQWddqwLx6J0LAq4XemB66/CsdMZKuOoO0dVOKpW0IX99ecvsike7ERw6M+7B3Nx5rPSg5NO+33M030R3IKl04JS+55IpZaUtkLuFciFBwmsuuFYVMgkmne1ysbRftGUzxuRgR0WZQznBleEhVxeRq2MN8Bb9orswRhfhsXUKzRetgAliQphq/YkxtZyzvNCilSiFrthDtgMpui28d9u8rVjIBL3LqVzBiDFbU52cfKKIEWaRNWKILJMNtHL2JFXblK1OThRojcSG4OT8eQnxdbBx5SbVGjsayG7HkTYQtCV/UCVr2AiHas6D1ZAkRormiwpPwZu9OuMtLcRuG2Ak/57HDJiIqRmgulcIaF2iJnaBCgT7M15epOkW7rH9dj3FgnAo7FeG0MGM40v1867qIqLNHp5EKiOxELAcPLPw09cQ8Ay/j0+nz9npUjAptM9O9Jl6bkifG5kcYouTnhikH7KJ8+4j/EeKUbmsDmLkGvgIguQXqPjc36RoLSfGGWlEDOvK6GxyGWHawwyrsIHJ1Fk1XNh7CglFApXq7RgcaEpXzcT6V5PE37pONoxrApYFLBWgjOtWAmNwiKdo3SW2lgKa1PV06IQLLTiWJXclrt0WZKqouNALqhtx4421MYy1x6ogGdVejDSs1AxJRTPtw6f1WloSkunvDFeN0ixOqTzIFEr/16twWiBkwrVKNSuRnQ2MMHDezwKddPYkY1HacGVLcSn5pCNBXZiYgnjkwY6hFHDFM+A2eIVGy9bgAIMBvV7uQo+123Hdw/YFHv+NgcdNDOQkm875WbbcKG11k9EsD2dkk+I8XcT2JQ4UDQWjA7aBYtQ3UZ/GRimeZKwNVK0YaBJn5GJSdPNVPTdRaOK3uo+J5xH0YhMrObPqgcnga4t/Y0f6Wv/rwcrhRTINuSTuwjaALs54ffflz9HYhs4KfoyvSn1v68SyEBR/A4nQNF5MSWu3oipCrK47+E4Ugl0KXEh3SSwQxblgT7lQqENKZ2TA4whC+ImfTDSNro+7RJ1DnlY6VfoXs9ie63LSDcSH48alOn96gFK0fh7QjdQHhnP9BnXp03yCAxh3rV3IAbV0JagSoHqFKqWyE6jKoVYG8TSIEKaQIQ0QR4DvVkpvSi87AWs43EhpkmawrMg68Jxcy5YKcGJKjmTJcdixjo0GKpo0Fjmek3pDEVQisfX3Xb7fMI8RC2acDiGXbFgIY+ZyzV7csVcNayUBypWWKrOg8F4vnNQ1zNVfVdjKz2w7JTf31YNUzzKOqxwaCXodBi7SnBShvHLn9vIDOexwapvmcMiOBGWBHYSu35eZIuzmFayp02/sMnT5a/QePkClNGgPiVCvAg4ueeXnFiaMEkESg+YnqDGHiQZQ0J4a7w4EihpDKwM9mi9oXMYrFQSeJAQQAVFln6J4tHALgljfZ+IeBzbgE/8GS3WldgQeJKheqTAlP7xqIBvS2hqx90D4+nsjAqtWpHRoT7iANVbe/uBetaItKrUndcF1CuZBmbVCWQHsvVlg+MjSoAiGjhl+to8rRMZn83eGv33BiKBUVHlr9nO3PWs3uZj6g+9j+5H3zp8vM20NVMRvzclocyupSSCCwS3/Oxwhnwpomwl9Wpz2ThmQcaPiww0xOtk/Psw/Oq6Wqmknei0T/UMBJ2uBzx5CiJu0zOKJEZRrb3DsPjkGfZo3adfstQL0I8ZM4W7NsPOFaYUmMovEJraDSboyHQWewXCFuk+k10sz82v736RlUphA2MSK2tyXcliZlmWlkXp2ZKVkpwpzS21w6fFATfsFW50Vzkye6xtRecUlVxTyQZNhxaGzinO7JyFmXPW7bFodyhkS6WXzNSCuVqghWFHLtiRC3blgkN1wo5ecsCCa9UJO7ZNjExh+1RSXvIN9C0IhP/ZSs/ceB1RllJyjsp4l2FpvZlfYWA2txQZWyOdT8nF7zy/XlT2ncfrKX7n8V/5NT9L96Nv9bb2rR2O5+Ny7DiWpAWOHzswrq/OjE0FCzfO/r+i4uULUCbiObMlF4hBtU+c7LaVNedAIJ/w4k0dL7DG+G0shz1gNpgOJZClRZTGr1qM6k2/8uNWwtP8USRqQoomxhaDtLyEb5yqyPOicWJ30q/Icvq4CwPRsrS+M2wGPIx0qNG5WhX+ps8HSIirFT9QtMqF8k+bVieqExQNnpYe5WWFJTEf48j3HXpwMhboplVNFEVHN8qB3khk/48+h6iDIX33EeB1P/rWdB7DXgy3MQaQuRjY5JOQhBJcTvHfh3X353qMjbi2vQY22ZEpYDL1dwyVrql+UhqXrMbUUry+80lKWlCNByUiLGrE2iLOOuzRGnPaJn+icaTqsplGAWq/ROxqQKVrMO5Hpx0yaD9iQUA/aXo32txTBHpGIN5H0a+jqf2YsK57fcmdHcuigIWWnCnFSmpWouBT4jLPBHByu7vESbfHovX2yFIaCtkQu3avzIx1V9N1NaarcF1BUy5oipq2KGlshRKGMzmnkmt25IJb8hIH8phduWCtCvblgplqqV1LbT2z4odMN+g6HcMI719jBZxpNdlIslSWwrq0jcI6jHQUxg1SeJ2KKbwhO5friuL372QPSJ30Pblk63wn6rM2W7gIiPMB9GN5DmByO4hSjXRs9mLVhS/TeNkCFPmH/z1yfx/3A296zsDknl9M7j2SP2ZF3+9hJAbtX5c9NsGWAKk+PTbFiuBk3KjO+4hYP9gYhyhtMAjTqaJn4M8S3xgpvvR3hhpGZmXjx3PWJOaRoads2zLPb/cisghOvJFVvzrJs2JGeiHcwIVTBsYxDJiG0Bcl/K0VaO3QnReiqU54PGXFYKWRsyewKTRLg6nsFfxpF8I24gDRmzXFc9J/x8KC1cPP6c+f/yPrwZwAn9UiA0ESuQosV7M5wQyASU7HKuGrfVQGYMJP9/1fmSoB1Dvft7nNB8G1N/4Ezcd+b/p7W8q2BynDv6ceO696T4WJ3GagYHjd+ZRm1F1FYBIZjOJuh1ibfvxoLW7ZYUJlV2RQ3GjsyM0TKyWQjUWaKgzqClV70Wlkc2L10fhYx+co3nNjrUs8tqbuq3GWlRe03qkFx1pzoioWomJBxYqCZ+wVbplL3O4ucbc9ZNHu0rRzrJUo1SEDM2itomtnuLaCrkR0hfcycpIWEMJgrUJKQyNLlmLOQs6pZMMtcciOXHCq5xzKEw7kKQcsmMs1+3KVtC7D/kn+eE3W3XolChqhMJloQ2F9+kkaFJbCeXbGip6hKaxDaS/4LTqXHIxT2XjhUhVZBCvVqtegOCWgC4vb4wZ7tE7fN+C7Glvn0/Ix4tgxXrgENt7l4wrQ/du3JXbNaNh788/wSoiXLUDJY6vw8B5xT2+KUQpn8DkWoo/KRkyBk1Cyao+agaIaGGhE4gAT/6XPVhYZnVRLk6yLp0BK2vdkBS0G6ZmpJlvbzg/SX7QxlWMCOFnXtnfdlJ71aArr6VDVg49oSJV/Xiq3zHK5+XP9MXigIq1PF3VaIIteq+Kk6AW4adU5fR2MywqjMHcMUMbb23SVFMh22O4g376wgJZeexSeSzqYidSSbCQyMmvp33DwuGd6bipewbTtSxH3AiX96zZByNTrzv+snhEB4fv8ZGPLmDVJKZ21QzYWcbfB3VymMvM4XpjTdjBOOGMxK4M1fbdaoUSyoy8aizIOaRyaEr2jsVLQln3KCbIqpARcoNP9AeeamHHFkZWOVeXLgBeVr7Q5LQXPlHPuyjlHzLnlDlg5n8a5ZS5xZPYSc9IGdgSgc2HCdRJnJSz3kG2NsCFNIQ3OKmxX0UmLUwphDVZ6oLIys8S+3BKG42KffXXMgTrhYXWTXbHkmjqici0KO+irlAz1kBgknVAJVJmRVeK+OENjqVxLSUctOqxoE6tSWM+sGOmBSh9uQyitjQil4hIyJ9z0jmApkUsBUrmycUkvCPTp/XHEBQ6MtHUvXgbixYpXBECBC7AhWYz7sNxrG2Pwk4DKOYNUWmkbl8rM3GmLPW3ojoby+7FtfO5hkoMUs/Q/ZalwjfXui7uFNwYrQl17TvFB0pLkroQwXP2fF7YQrHb9qmhV9wK3Zbl5rmKuNo+8tTz04AQmMzEp8lxwTPsQrMfj49VcBFV+n8ePdPm4f0ZcHeYagHUxysFbr0/IVzJxZRtfExmVoV6BwfPFikGZNMEsK9LgeZml7BQaUMaBMV7wOqBng5dNpHMhc7CVQ+F0eP2DuHhMAZL88W1N46beM45chC1t0EN1HuTmU1yezoliStl6cCIXBntjgbm9oguW9JOfFUBJu+ho195a3VkXmtIJ1K015eyU6qCkujZDX5ux84ZDqn1NNxN0pcjAu0sgpSl6sDEOteW4Y1XOSSG5qytuy11+1XweR+0+t7pDFmZOYytaW2KcwlpFawuMKTFG47pieAK7EtnWFGd7iHCzOWnpqlXSXlkrgQIRnBSlU1gnB+mgW7qlqo/YLY/5eHGXfXXMFX2HWjRoDFr0C8fOaToUnVOsXMXaVZzaOWvr1bPGBR5KdFzRd6nEml25oBZrduWSy+qYig7tPLOisNS2S9VJeZTOp4j+QPU+fvr4SfbWsKegDqXLPh0nEFb57sQz7eUAAai4ZYc1tk//+x0bpojzNH58bNQaJIKh+wHfn+l42QMU8Sd+Mf3ufuBNz2tbY0ZlShX/nCObXMYOrzkwiT/zLqB5RDO27rRFhddJ43pGZdzLRrmNlXaeZjgv4mTalR6cLGo/ULXKp2juecghpzsYyCLrMhrvpm6KuLKwYtgTRVmwAbCss/LBWA0xtaqLot1oXd6qTYGuX+XYwXZyAeNUSen4GKJmQXaeaRm7EXtPGC+eTIZRMgOVEdCGSOAkPg++aeIUOIHB36nLd9zWeULyTBszpc0RFoqv+9npA38FxpUvGVLYd/7jU1v1JefFhmnWBLMWAaz39PHrmpxxm0odDT4j6dDkxniQjxPOOEzr6BrLeuU3ZMONVtVxx5r0vuqgpGhr5EGByuh9D1aG7OLYGReYtPkHWGlfMrxQmiM552l3hY+1j3Fm5pwGpsTYAmOKACyy47HF8CRalU6gsBJpFVYaz55IA8JXKuYhw0l0TmGtxLUVYrWDm53QdTVr2XIiDGtbsnZVYll25SJtIwIT4zxIWduK026P1pbYwOBEjYxxmkquOZMLKrGmlmtO5YwaD3wq4auRKuV/jmPu1tSu5Qe6t7NfCsAxaxzN4Kv2OiC1791q7VHjf459kYy72IJl7H0y0ugd/+JTGyZ249TkkGEbir9jaCOoV5KH3/jijB33BVD+u//uv+Nbv/VbB4+94Q1v4P3vfz8Aq9WKv/yX/zLf//3fz3q95uu//uv5B//gH3D9+vUXbo+fZ1wElFwknTRVJipKhZg57y8wYki2gZO8iaGQ0X5aZL1hbNKwKNhUdI8a9blcY3LB6LRfSUXK1gamZKxmh4z5cPRle9k1G2+nqJ7PY8y0KPpKIOgHSKsimAifZT3gACiMG9h+k20jvj+moBbBqVE5lzwWrIi0q+v9KYoRQNlyz/dVGBLdRDMvN6Bp4++6CUK4dayQyFI7EzEQTRvHYAmelSH7g3AbLR3g/lhG6K/hi3b7fj7xchk7pqpyxjqLi0YEJ7k+417bGYixZRg3Zhq12zslTqWAnXU+tRM1BV3/O4DuHFI62rWFowZnHfpggWosauVNxVQtsaVEzQRNnetl/HWcO+FKOxTCt9kxxEqXJqRF7ro9bjZXk8i1aeY4W3imZFxr62RcfQwjmxmdtJiixakWoVuEMKgAUqQ02OwEO6egqRFOeUADGKdYmRnGKRrbl+cdhyoggLUtMU5jnKK1JatuRtPOMaZIKSchLUqvYQ6lbJI4t5INZ3IHRUct14GdMdTC/56HxlCLhh2xYl8ssGIBtOyV2Y1Lz8YWB4XvlqwELHVf/j0yi0wx1iECk01Z7xFTwGT8eP6YH0d9x+YxaHkh474ZlC/+4i/mJ37iJ/oN6H4T3/It38K//tf/mn/5L/8lBwcH/IW/8Bf4Y3/sj/EzP/PCCHIu3O/kOW77Ob3HhlLVUoH17d/cTHuA0QBsgpR7bje8znfa9eI3FVbdedvvaPIlYmWLJMyu/XnabFQ4DGGjxqQXwFrhle3gByLfUj4aTLkBSFG2b8RmY/dXeX56J0ZkS6KuZdycLYbNNS/S70N6bvT6CE5a6f0XAEoLaN9htlW5qNcfcwQrBD3MNmpbOoFWIEM+ty8XHR5srmGRjfVeOAMxc8a4IHHR7wSyHksWoVQGTs6Z9YZj3bnXcl6REV/7Uqn8P5NjBwyZjCkW5SJ9tWLk4GRsXAj9JO9k//VY+qofW4QqskIgaoU0PrUQBfOx+/C20FrQdaQUj7X+d99V1wIt+pkFxbJDnTbIg8qvznc0whapesfvq0ip2pxJaekrXGB4T8cFy4qCUzuntWUCJ7aroK2hK9JxuQAMnDQIG8BEyNP2mhNLp1u62QJbrKBYofUapTxISec+aFeMKXBG++0JgwhfsHWS1ngmxDiFEoZCNRjXA6N1N0t/G1vQthV2edDvszC4coUB2pD2AQ9+FsYLdJXw5dFKmFQqrcXmd7YjzziUJ5yJUzqlgBMOygawWCGwIl4dknJHoZRASQG1SaZ6/qRnACWK9ceMSg5Owr+BzMGOQPIopsCGlT17kjPVST/4fDIP94j7Bihaax5++OGNx4+Ojvje7/1e/sW/+Bd89Vd/NQDf933fxxd+4Rfy3ve+l7e+9a0b77nfOK+fwHNK/4zZhqnByW55PH5usD2PtunUFqUEMmtznsqLiROQvyCnmv3Fv23WDp2zDu6sUbdXyFKhZip1B1UQOhH7zrpYoBBIolFZcMjdMvjGgdb3FAkt46UIIldfMudBit9WzopE9qQI7ISRIhlVzRq5oRNJJZihh0lMw6x0D1BiKaBlOtUSq4NyYJKXD+bgZCUVCj9gSwdSeGZC2s0UVvQ4yLcJQ7AinS+L9jeq5NKX/RwAy59+KlUYpdV5B8I65Mr2FRqjSp34U0ygsuQAPB5wYtjeM2XMpFwkYtVWX8X04oOUz+TYcenLtgOdxc8+tfW58WCesyXx3hnT5PFn70bb65xSaXHUqkiFuFIj9i1yVSHPfL8ce9rC7VXQpdnUpbecKZT27rAejDBgUkxncVbQNZZmeYLSEl1Jih2N3ikoDkqK1+6jdwqqvQKzq5nvKHTnK346RbKbN8KFRYfw1S6iByaNFFgkBsXaVZw1+545aWbQ1Mi2RrYlqsuYochwFG36PYawivX+LZidUM2OKdWKQjUUsqEMrIUSHWtb8enlI6zWu9hmDm2dwI4QFmul17oAJupXhKS1fj+iDmbwHTuFayv08RV0U4V9tbSzM6w0tAFkWecBT2vKAYsTU04qAyfGKQrl0207+pQ9fcy/n/1V/pz9b3lCPcOfPPj/8pNnT1J3jnljaArBXDukVZQrha4lqnHIRYG423jtmv+wbDyQm5U8ed+02C+sGLb8EGGs6FOSYZk0Gj/GrEqn/LgdGWsd+ll1+sUbO+4boHzwgx/k0Ucfpa5r3va2t/Ed3/EdvPrVr+aXfumXaNuWr/3ar02vfeMb38irX/1qfu7nfm7rILNer1mv1+nv4+Pj53AY50RubDMR54KT8x4fbyf2SQCoVd8x9zRbQQ0EcHHDuR6h71CcgEpcWQeKV7Ue7KjGooM2RQR9isi3HZiUsOWhcDhfbcuIkMPnxSzCIL3T+wikTwhMwxTboI2gXosNa/HcfnpVWajITN/616X5Os7RE59hRl4FKaWkwDqHcsHPwA3bDBVmyNLknzUGRd6rZfTawnnPg+ymTH1QVGxMeY+YAilTDEn2/KQe5TnG1LUwsfB7weMVN3aEuGhPrs0cfvZkcK41WvTmggAI5Fwh1nn3bF+DIU99YiX22+o7EPsUgDUuE8uS0sURsNjGP982lm5t0WcdZtkhSok6qBCrEr0ukWvNntY0de8GKy0sSr9dE9jGwbEG0NIFDYe1Kl1MYiqFEx530uB0ljDKGBTKFUV1xk55zI4+oZINc+WFqZVYo4Vh7SqO20NfqpwLgHRfmGCMRkqLMRIhLDFf6pzsWRdpEbJFSou1gG6xRYPrCg+qrMKta5rKg5MIPqz14tymmQ+OTWYDR9TdrMLfC7XPXX2Z39l8H6+fX+JQnIDwOh7lHKvCjzVN4TDa0ZYipXxEEcz5zMQ8puIsY4ePRYYlc9geh7Qwdct7Z2SXXjOV4knHKSG2UXux4r4Aylve8hb+6T/9p7zhDW/gU5/6FN/6rd/K7/pdv4tf//Vf55lnnqEsSw4PDwfvuX79Os8888zWbX7Hd3zHRm76+UQuCkxxnxTUoDHdtu3H5yXEtazAA5UcMAjj0iUk6TUl/WCT91Cwk2mgOPA46zDN8DXRO0VGDUN8TyGyvQKCDd0mOBl+lnR5FY7fZl5KF50U47/oIptrSZSFspGTFTJxkPYXv6VVbjKtA73Pit+HeIaCTiXkwYvAfNRdv/9oaKXbUNPHffbil2y1m39+WPmOQUx+nloNnYJn3v92qpUYy4D6mAIrQYOUygBzEHKRuKD9/otpavhc4pUwduQx9gvJQUquOxm/3v8+/t7zpYPz9n3ZyGtKgZQKUQik9PetANRBCactsowN/QQanza0rU0LFtPGqh4wXUz5uJT2AQ9iTOdfq2YavTSo0xZ52iL3S+pq19u2115jJa2jrm1Kha5Un+oxAZzE6Nw0IPHnLUzs0noAoFpcfRbe6Kt3HAHUqJZCr9jRJ1wq7lKLNQfqmFo0Sd+xchUfUa/mTLV0wnrQU65glAbqxbmZXiXXxcg1Ulq09jDCmJK2WmDaMol1hVXItgagkB4ArboZxpR+W1HcKy0mQ53OaJ+XDheJVS3GaArVcKs75Iq6w/fyVVxRksIaZGCVrRR0mtTZWRYC2Y20JNaBDYNYGjtGF2Oe1pEw7igfQ4b0urRDFmUMUqYYViN5Scyt7wug/L7f9/vS71/yJV/CW97yFp544gl+4Ad+gNls9px24N3vfjfvete70t/Hx8c8/vjj972dWO0jAPtDbz73tRcdvO/1ur7pW/hbhplThiZ0pUHWClbGp3xCc668b04umI1gxTYGYbenf0wUzAU2RZZrVBDayd0CcalCytqXHSuffnJSYEd9m8HvetlIqtZSFY5WOm+vEj6rsF67ESf3WeM7j5Ztz5D4Xjt9nxFtBEUTHGEzAX4cM2IzN92JoGEhfFZ4neiZi5gbV9nNJIXfr8o55i3srgR7C5nKJpelRVaO1QS9I503VGoVrDPmJm+mDB4QRWAyTim1ypdm+nJlSVsKVJOVnluGTErss/Nf/Zp/HrB/741gvKYo9ToZ7OiWwWciBmXxsn8sxlQZPaEMff72l8aw6eU8duTn4Oy9T21lQSRjINIDlfNWmzb17Inb6UGKfyz6YShUKZFzhZxrpBTIA+N7M8VU8bJL3YfjWGFbS3vWeRDSeiAirIAusAMEoNKBtZbTT555IWYhUYWk2C+ZHTfo63PKyyXtnmI9F3RaUbW+sq9SLjlDLzTUxrLHmgN9xhV9h0KvPEOBn8pcV3odifSKcVGs0cWSvfoO16obAzv7rquxVjKvTrlSf5pHyhtcUXd8WS89M1KLhpqGPX3MqpxhrcLVp2i9otIrWlOm6qF07mPZslMeUEiD1Auu7X2SPX2CCqXHa1vxSaDVDfbskGK544HKuma5vISxBUq2WCdxTuLWcz9DRz2NsAjd+s8whU9zZfobW59xggc6H5UNr68+hlIO6ZZI5925tfKGmLL014S0IIxA/6lfHlxP7nt+ZxDOZv3UIDEnA5fw8b2faVBi+buVfapHdzlIideu/1vKoL+TAmngdz7089MX/AsYz6vM+PDwkNe//vX81m/9Fl/3dV9H0zTcvXt3sBK6cePGZN45RlVVVFW19fnnG/cEI6NB5XmvPCOjYr34rS8/9mtmF0RwzlhoLM5s+qSIoEtIf0vhe9CM9i0Cm7F3gioVXPKKt9QAkVzQKQYrQt2F/iWtCdoMl8SxhQ0OicaLYXdWkrIRVKteYyKtSwKqeDHnhlTxpnAaVnPXv895MDNvXeprAd4XZRXGmFgenP+Mbewjg1M3vveK/3w/S7fKMu9sAhbKxT4aPaNkRT+xRJAUQYodgZN8xdiqvpw5rnicnEiTxMHChiaA3/dlyS8nAZMpgVv6IkcpnhcwLlpm+2LFy3ns2AY2LlKlc78RRbZxsjBV+J7nCrUuINgWiEaFxY3tk8ONRQYLdF0rTGsBi5AyMCp+UolC2hiRbbHGJMO34tklRamQtQdJhRaUjaBTgqr1QnIKL5wtQjNPhWPfLbgq77JXHnEUTowRFqdasAqhW5ReUxYLDqvbXC1vcl0/y5nd4UjvsS4r1tbb2M/Ugn19kvrs7LKkQ3Hq5qxcmSplduSCdXEXGQSqM7VgRy047vY46/ZYdZuAN2pGCtkyL075vNlvU4k1nVMYNKd2zq3iDFNpbFfSArItccrgrMRahZItUniti6hCybKwCGFCqkgCBc7Q51CsBGWgqXHFmnU3Y2HmHLPDvliykopaOlbaW+c3Rc9cxFSP+ZG3IBfBoXzV+Z5qsBWYABtmnXmrgm16xAGjkoB3z6bA9gKCFyueF0A5PT3lQx/6EH/6T/9pvvIrv5KiKHjPe97DN3zDNwDwgQ98gI997GO87W1ve0F29sWO+wEn96x8SG2xJaBBhZ4ISvhvednhlBfM+oqNUZ4hiGglvQ4lfXZuY59Vf9jGIBqJbEzogHrO/mcXqeq8ZqTTfmJflF5QWhgPBuqWwJpI5ou+sV/chgqur8PGZL0plTDOW+hLON4z3k2x8QzKzkoyW3v2JWpUmsJRFZZW91qXWFocy9ukZbAd1UVzLImVll0hWOm+O2kRAE7Vhq6xyoOSvEQ5j1hRZEbsta9o6jug2kzrk2tQrA4mboXALz1EapEugl5pfL0MSgPHpYTxNYOddOmxl2Na57x4uY4d48F7XCUbI2dP3EZKZxjjzsXjiAAlviZeT7JS/l5XAlTngUrsdK0kQrlekzLwvfAbc9ZX98RnxOj6cRYsjm7l3UvtaYtcGWSnEdbfV2Xbv6cOgq42pV0dM9dyRR5zWNzx5brC0oraAxRA6xXz4ozL5S0eKm5yRd2hFmtq0VCJ9WB/1q5KhmixXNcDlBlPtx6oHigPYHRhuKzvUMuGA+nTQDfVIbf1Jc7MHOMUxmlKuU6VNUp0VLLhirrDw+omHd4L5dTO6YRirzzCOMXSFv4MZjO1lCaJdq1estIrxuGrgcAp6ZkVYRDIUALt2ZXG1Jx0e5y6GQtRsSMaWmmw0o9Vy8pipcBKgS4FRkvU2lf2iLlCtAV5I8f0XUaQUojB37AJRu4HYOfgRFqfuXopQcp9AZS/8lf+Cn/wD/5BnnjiCZ5++mn+1t/6Wyil+MZv/EYODg74s3/2z/Kud72Ly5cvs7+/z1/8i3+Rt73tbS+ICv9FiXwgusDgfuFyzMCi9HxF+CCjAhDpwEiEsVtrJ4QSGx4pg4/IBHUQtS1i0rgnNUK08eLNyk0Doi4bQVkKijKkVYTXdfi0jqRsPRioF71VvA3vzS/YuL3YCCuamUFGcwcwojuoV4K8y6eTUGtHpyVN6Tc8NlDrbbgZvDccbcihw7wyrIPQtXeS7VNTfdlcL3rNK4ymwuff/WDSKd+TRHcOXYpkdZ6DBSlDEzblAacofM8lv7GsqieB1wlW5XnEtuv6pWZQXkljR6xyiL9PAZYYedVObh8/jqFZ2+Z3ksqVOxDSMylRPNt/ZJfu+fgpIgglhXIIK1CZ+F5IrysYX0NSCsR40poYN6LvTxdK8btscvIVfI7CGXZYcaBOWGgvHFXCpPLevfKIS8UdHtI3uaruJFakQ3MoTzxYoUlMSYyVq+iCa+yZ3WEd/Ew6ueC69uBiVyzYFUt2WKEwXJe3ONMz7ro9Dzqc8mAnABSNYVcsqEWDwrB2JQjohKITikvFHQ9sbMHaSqyVSIJIVrbsF3fZ1yeoYAIHPjUUwdBJc+DTTk7hjDeaE84b0YmuwGlfzrwqZjxjrrKrl1SyBQ1GNLTSeibFOurWL8BmVV/Z03ef9ilk0QYLA3rGxAWgmlft5OxJ7n48ju0pyuyacM9vPLrfuC+A8olPfIJv/MZv5NatW1y7do13vOMdvPe97+XatWsAfOd3fidSSr7hG75hYLb0Uof8o9tzY2P3TThnEH+u/hBRWKcCSIkaBAA6RCNxKniZ0Jcfp8+N4COkI/LdjYBEyFz1L5GlRO0WqGCN70vMhqLhvE9M/DcYYONLgxC26gSztaBeS+qVoFwJ+sZoOQOzOeHppW/j3q/yBbqBK7d0YlhyEBPPF5A54fb0RUwV2awB4JRbpxeYeZBSza2v2Q8Myv5ScvmmolzEzxTYQmBKWO7GBmgO8DnhjbK7cH6iPsbMHa327QE6LZMjbd4htwdQatCDJepUYpt7uTLbTQTPqwyymxNQjOEqqhfKVV/10jvGvlLGjvM0Oce/6MuRz6tseC4xNo5LfaWCeBYZ077hPgm2BTakivNUMJBASsEm+yqDJk2En1GLUj62i3x0B3O1otmTNLXXljWlS2XHqUN5SpuCwtIhk1BWBs+RKqReXlN9jEN1wlVxFy0MnVPctIeAd3Y9EKfshHqXHeF7faxd6c3fzCXWzgOTx8tPsisXHIoT3sAnqG1HYQ07xqQKw2iP0ErJSmhaqZjbBpyvOmqEokWBg4WoWAvNDisO1SkrL/ygK7zJW9tWWLkDBvZ2P81rdz/El5bv53HxLHt2xVIU3BZ73HL73LSH3Ooucdb5Ls3O2/UiTWh6aBQuABfblRzbgt9Qb+Tp4jpX9F2uq5scFidUZcMBi9Tzp3CGHdty/VLD3toDlqj/KxvJzrEedESOVgfjcWQKmORl8v1PNwLcYdEWfn7+4y99c9L7Aijf//3ff+7zdV3z3d/93Xz3d3/389qpFzUuMLhsAJM4+d7rvaNJemM7xk/Y3t48Di7TlvfAhuYkDkAJpCjfyVTGluu7BfKggp1io7Fg6hUjhxcs+N+70LE4mjTlmY3cxyEHB/HijvX0uaOq7MLkC1gt0/4UTc+w9BN12Kb1BmcyqzbK/UWEhW7mV39O9uc717lEyNdpz3AY6QfSuvWrwerEoU9M2jdXSeRMcbbfn4NW94ZvUX+SL3pzEe9a+xLtmHIaN1jLG6+pzgO8IqR/ZCcQpUht7WFT3BobEfYfPpEauke458nCvBDx2TB25GzK/epQhmJbhxhdI+PuwfGaFtaBxV+vK9/huDttvYlj1ixuzLCK4M2ksjEjAZjA4Anp7fX1boG8PsdeLml3PDjpAjiJovNFGfyKYq+vkAJthGJNyZmdszTzZBUvpaGUjTcvw7CiBEdKqQBoYTBCYVAoDDUtCsOBWHBZHHNb7PNb3eMemMgTdsWSy5zw2OqMyvQp6GT2GCbYVlpaaTBCMO/8OVorwZm2tMLQCMWeWzEXAsOShag4E75aZ20r2lClA2BVw7w45TH9DJ/P0zy2PmXeWU4KyUy3nImazmnO7JxVu0PXzmC945sedgWqLXyFUldgQr7YSsPd1VVaW7Iwc470HjvBRv9QnQT3WZ8GO9BnrHZus1c31MYxby3zFuZrS6cV9UqgQ8o9H6en4jxwsu1afaHB+P3Gy74Xz0sR53Usnnxs/KXl9O3ktlwaYFh6Nb5r7u0wuwFQMsYkPuebSwXjtgBOqFXPnuTgJKP5xkDDyt44zQTZRKscRTBu0tol8ev4vZGaVtngShhY3YixyVkEtbKb1SZSJBOxuC3R9VSmkgpbjM5LWDVEmjz2FoorvpitKVuBPjPIu42votovsJWimwma0rKq+sG4VcPBOA8vmO17/RhJ8GJxA71MjARSnAdJ9UoksKI6D1A0CmF9OejgnGRVVwmsXMBrZWoV9SCef2wbsPsUTp8+9I8PRYZJXxIqecZi8gjIIYD8tUUuvFGjvb2ivb2mO2vpVmYgqo8djePfQTnhLdPpAYosJbJUvd/KTKMOKuyVinZf09a+cWhTOs5qy7rw7S8WhUgmjjEaIVmJgjNXc9Lts+5myRBNOkUjfS+cU9cNGvOdZQBlJU6ohAcmFS2Va5m51t9jAh7WN9llyYE4Y98tuGQXPHLSG0Hm38uytJkrtS+vvnTm9/e0dhR1x0pJ2qw+thESpSydkKxdxdLMado5bj33aRnpmaCH5S2umAWPnFoKI7hxRXNT7nr2xFziVnOV9dklWM9R6x1UWyC7IpQr+29DdQWmK2itZK1a2rZiUe5wrA+DIZ33fYkOtVUQBN/ST/OQusO+W7Jfrpibjp2Z5WrRsVNJ6rUMVZGgm2HKe6rp6RQ4iexJz6CMmLfnmEx4vvE5B1DUO4c0lfmRt2y+KE60U0Kk7Pk8Bq8dTSCx47Hvdtz2pcajGKZ5vHjW/z5kTAY/dwtv1rZbeHX3jvadjTN6P21/C3I2gTnolEvVK9FKqQ19enTnBgI+6GnBnJ3JB1hXCJyWXiAbUjORkvQuiQaxCoNFEnlJRCESeyBa551YT1tQElfUCCs3JlxbeHDSlrCYW1alTWWRysT9dZiZgsMSJJiZot0RLHcdi5nltLasdb9SbKWYbNFO5qhrpf+617pvrU7WlRlIJcyFEcHkzQ8oZdMDFQhanLZP/wCJ6fFbDdcBbKR2JtOUWYPAPJr3vD39Xn7NZ0+DwBc79t7cp3/u/Eef7okeEuBBRx/TK9koqh43EBSW7LsPj4/BybNLVrdWdCuTXGSjnsTrTYZjhcrSOXG8iHYEopSgJHK3gP2S9aGmmfsqO5/qtJzWHpx49kHRCkkTdCEWiRGCO8JP0iszSx2LAVANrS0TW3LGDuA9U87sPJiuNZy6eeo2vOPWzFxL4QwSQSU6rogjdlhxyZ2xZzS/C/oAALs2SURBVNZcaVqu3dHMFnLAaBntWMwFTdFXE2ojuHxTeXH+oaHYMyxKn76Nvi5G+3vcCMWR2eOkOcB0FalfkG59agrFiaz41K7FCPiQus5H7cN8uHk1N5urHC2vIheHFGd76KZCt32FQt6hOf7eKF+yvLYFjZwjpUWpllvgq4KETRb9t+tLHKiTIO69xWV1wqFe0MoFu5Vlb237IoalHLC1LmOX/fVH2Jd+/M4f76/RTTD+4Y8O9WCve+K9k9f4CxmfcwBlHHkvEvXO93kPlTg5bKR6tmgEYABK0vuitfmyg7OO7tkl5rTFNqFCJ+teGj1RckdRz5TE38WALRHRQXanGNoab5SXDcVR/jG/Suo0iTlIOebY9yaAiar1GhRphc9Hzy31qq/kgZ5ezEVctpQDvYuwvpxZLx1yaZCfXmJvLGhvr9PxEQfSkLLKfR8wDlFKdLsHhxXmoMCUIn1GV3pwsq798SwqF2zxBa2MfYYMzetdWtVaaVgXjrV2yW4/9h5p0nfbg5Rxw8Q8fG+KPvUTwdHQhM4Dm9+9+17ed/fJVLpdtYLdM1++HenayKwoGSqDrCNKIx0jIe09Yvzd52mEB/H848qX/Ax3f/kpGBkhwnAxMDZ/yyPeN9AzhvJuA3fWdM8uaJ5dsfz0kqNnh5Uv3vZeIpWBSiWQIqQfLwbjxm6J3C1wj8xxlcRWimYm6AYaLMuycixKx82Z5EwpVlKzEoXXbVBww11i5SpWtuTI7nOrOxz4mRTFmnlxxn5xF8A/bzxQuVTc5dXlJ6lFw67oNSg7bs0l60t3G6FYiQLtDG+wn+KwbTlYezbk8t2Ca+9b4G4ufQVTKVPJ/pXAHjslPLA/bXHHDWK3YP/ajKvXS44vO5693PHbh74b85ksOREzjpwX4iYLe2lwUoJVfOTo9Ty7foj36FNKucY4xa3jh2i7GmO0t9xfz5kfXaZczihX1SQoiX93RYewkm61gy0akBYjDNYp5NqnmmzldTlOGG7PnkAUa55+1f8OgC87/n+xp0/4wvqDPFzf4hpHXDZnHHYNj5y2zNcerMSCgKIZL1R7ALKZ3smfy37/DGWJP+cBylQMAEb++Oh1U6zXpO6ktb3RUhK2DRkTN+p0m6d3ejo2pHJ2S5gpqDVuR/fABPrqA9P7n6T/7XBS6rTPMa8Lr6OI3iKxgmd3JZgv/cRpo05FbQ60EZzkWpDk5wCp1FhYPDi5tfbg5NklXbDzjn4OabVXtn2vovycRgMiKQbMTL4agKF2xIY+Im3taJXd6KpsRN8LKEbvYLsJSqIorzD+dT1z0jdai+Akb7YWGZj3LJ5EFqC07868DhVEuupbBBSNFxULE7Qq9NebGF9552iknqtm4kHcOzZcmC0DdjUaYGE9yyEzr6BxOCWgG32vjQnmjhaz7ILPCcl8zXuc4M2z8Bquge9SKT1IKWUCJ+yXmP2CLgATD+wdi7mlUy4B9rXGp0OEohWKtSjokJxRc9MecmZ3WFmvPVmYOYVskcFpcV6ccljcZV8d06G970fr0xj7+sTrSVhSCS8K3XPLvsdP+DyAHbfm+qrhYAX7C8nhkeLgU9B96C7t7TXOuNSXLIY3qyyJXX6FkoOFpC/ndbRS0QhFg2ZNQTdQ3fkQViFMSXf0EEdnlzgKpdPRoM2fdJkEsaqNupXeq0ZYiTRetG+l9V2VglNt7FPklEHgxbTlau4Z4lVf0WRODzG65bGjX8Hu3kKoV3O3XLC2JdeKmzxW3OBhdYtr6gi4w15l2V0b5mvvEQWb6bB4LqbiPHDyYnYunooHAIWeRTE//JYehNjRxBgjb7o0pZjOGBkglZK6xgwaBvqfZkNnkkcCJpFV2C09NVtKb+RRTrMmg/2jBynCOE/5JjGVZxOKzr9KG6jCdmL1ThnQd2Ra0razVfigEifTumxS135VaG8s6G6vMUsTzKbk4HiT+Hd3aOQiZhp3pcbsakwlBukqvy/+mKzo/U8iKGgkKOdLhCPAUAPQkb7BcMaGwCRP9UjnAVxuIJfCQrTLJ0uVxf1QzoVqA8/MSBWMr7BUnaDTHqDUWlBqX/2kOtBLf3xi6rp8AD5e8sjByZ3/+FQaN3LnZEV2fWr8BRnAaKzuygGk1fQsSljYYPpGo1L5JoERyAjpjdiSeD776ZuK6j4FPNOwX+J2NN1M0NY949hp51Oiobx+pX0KxDC0tI/ROU3nVKqwmasFBL+8Sjbsq2Nq2aDo+FT7sBfPmpJaLb0QNLAmc9bs2ZWvtAFaoYhT+45t2DMNlxewt1AcHCn2bzj0R085e2ZBd9Zl6awwfpShzcilqh8bC4mdK9YHkqPLljv7hkUBBpE+y1u1+dLorqu9S6xViMBoFN1e+I4MVlqcMthi5XsKZXoWU7QJiABII3HSItsiCOUVHQZTeKFsbAMgjELarCcReA1LuMjEAAlfAWBdrPiUKbhbXuHZ6iqPlDe4rm9C9WGu6RMOdcu88o0Ir9KXjN8rxgLZ5LT9GRKhPAAo58V4IrggrT7Zwl4NRWxjgeyYMUlitkBhijKsFEoJhRx5ZfSfC9NCXWFd0jgo6W3ooz5BG5mlPfzr61WPun1zP8dpbTk8VegwiI69TqbAyYY257jBHK0xy867YpaS8nLtjy0ClFIhDkrclTodj1MCW0i6PTUAJ3lMrUxV6MYMMXUlsC6Cgp4FiWktKyIYEYNt5IAm2v5HXUn83Cg0xgYWZWI/IjDx++OB0FoJVOlXdmvtqxOawq9+hFWUKxCVQK3Dfo3F09u0UlviPDfJB3HxSIxdGMX33/QznL33qQGTqEb5/6kqCxPdiIP3kQiLDp/2lEkULwvpHWHDqC1jpY4Wgwo/P3ZI1EE5YFuplU/taP+Z69qmSp1FFdKg0nf6zh2YLY6KFgTsc8auXNA5hVb95LwjF9SyYUeeUYvQt8b5KpXWlsyLU65XN3isuME1jjiwC3ZsS2EtyvWCdIVFWsd+17HbeDHsfCmZH4P+9Arz9Blm5Rd2eqeguFyhDio/fuxo7EMzVld940Mvmnesasdi1nE8s5xUsNCSldRpXKjoOBBnvmOyaumCCy6AtJJyOU9gwUpLM1uwrs4GDQr9c4auCA0erURKhW519rzDKkdXtDhph12d2xIVBLW6LQagJOpZhJW4INw1XUEnDaddxard4aze49PFVZjBY+rTvEre4lCvOJQduyubOg/nICW2YBhHPg/Evz9T8QCgRJ8ICLbwApE12yS3kY+maLlr4zYPilBtEZ0gpRLII58/to0Y2NOnFUDGIESqUs60H2CKvDmUGNobZ/vkpMDpXmTpPzCwAU3QUjQCrQXlQjArBW25KZpSnRhMYmUrmIuQ8gl+KLH/zFjLkMqGpfdySCyLlCg8DRurkdS1GeYL9n3KRoMt/OouDtr5ivQ8zURv0xzEYo1hpV1sjZQ6Gkf7/rzHj3+iBxR5WbGMKRyXNUjsvG5Ed31ljm9H7sFcqxyycKHxosuYnP47UaNGhgstkCrfR0dhDE3hmC8ls4WkXgj00qGsGKQfzwMk43OWQOT2/m4P4j7CSnz6Bu+TEk9r1JREDZYMWqk4ceaRTNqAxHdKhbhSIwtFkY0LsUmgs+FzA3DRtfK9dWYavVt4cPL4Hi6K5iuJkwJTCZoalvNQtVb5Sp3Tyl+DXrMVgDQO5Tp2bIt0jtI6GinYKdYcF3OO3A4rSm+qphS1WLPLMh1XJxT1zq9saE0e6k7Z6UwqFY7ncaUsyjnfWiPco/OlZH4qqJ5tsR85Zv1J32hw9vgu+k0PsXys5MyvYzDa62gWs46z2lfjHVWCRoqwuJC0UrCSXuNiwspOO2+Z/1Bxk5N6jyNhWK/3sE1DHH5is0OkxVZniPoUIYxvGrgOBnVdkcCFDCXFIgEbR1cY1vMlq51T1pefgWKFkNZb6ZsCs9pBHF9GGoXKtmHxIEW3hd8PZShW0K1rnDR01YrbxcPcLld8ev8RDqvbvKr6JE8Un+R1808h3bNcXjg/ZimR7BDifk2lHcftHj5T5cYPAMpFItLqykIpEfKCtuLR7r6U0HhGxDXWuz4OxLAj07WZ8u3QY2VOKTdWzVPAKDIifgCMuhOXSlNTdQ0hXWAcshOoMEBK+ooE3fQXreoERaPY1RLV9XqW+DlOZZU7sv8XB8KmdNzeMxzV8Pjrd9HGU6ZWwMnccOnEUa8Ei7nlxqHhUzuKRkieOG157KZm91h6sDLS0JAJEI324KrT3n4++p8Ag67GU6mZpEORpMHZCCgzECAtvYFd29uAxxSYlQItHU3cpsTrehwDsDMlNousSv+cSDu3LG1yzfU0sEA1m1bXG9eCCt95eqQXcNa/u69GWf3UUwlkPqjouXjkplZu9MX26U9Hngq1hWcu87RkfC43abOFZzpdJREz5QXxpWdSVKUGlV2ykL53zn7ZNww9KBH7JfawDIxJr9cy2k/kUWeQ68kK6zBKpPtFxv5V1qWu4YV07KuVHywC5u6ENz/bZcllcUxFh3bRXv5pateCI2lLwF/zawWQgRQRzN+c9y2aNZIrz0iqZ1v4bQ9O2uMmmc+5ynu2GO3SuASRyfT/IjjpWdDAZCI5ExUGRYfizNWp4kgKG5gUja3OaFQDugXVInSLlG3qveOshK5AL+dUizm61QmURO0JQFcYTNFhdEdXrpGzI4pijZJtsMivsIA7PcQqg+r6qVkalRZPysq0TWkUpmgRVmHaEmMVq2qXu5BKlWvd8JryNsoZDnADcBJjnPoZdDKW/oux0vH6x4YVsL/18bd4R3ADr37di1PR8wCgZOGdX13fUyW3ITcO2oz1COg7CRcv4jobaVuGKR0ZBp9YvSJnGnGpgpmGQp4PhmSW2rEugRSb+nv0Mtm0h7IHGXm9vCVM3BaKVX9MshBo6QFQRNtj8WXUtsTV4J2rhl97zPGfq2v8qvl8fuLpd7L7678j3VzF2iet17MlX/b27+SLiw9x5mb88vqL+Y1n3oTrCt782Hv4Pz/2Y3xZI5id+gk2rkpjRHDSBsfLvFwYhjqTwsA8Y2VjKXD0TogpGJMJa2Wq4ImsSw9OBs6x0gX9iDeIkxkAkm7YETl+xjB6jYp/nUAKD7Q+//H38eGPvtX7rHQimG+fH32HYw9Q47UxvpZM6UW4UUP0IJ57WNkbHApLcgkGz+z5icvrRmATpIxNCbEM0swiMLExpxs9TmThzdbU5Rp5uYL9EjvXtIc6gZJ4X1pJcoeN4ERZmCfW2IZ0S0iBhm7mcVIrgMIZSjqv3RCG2jVo4cHJVXvKnl1TWEsbDjT+3gqDQWIILE2m+yoM7Da+O/nlE8XhbcXsyFH+6h3M7RXNs0tWN1e0C89ptLfXFM+uqS5rlrsigZRublMzz3EU1iXrgLUoOGaHUzfz5nFuxo31dU6aA9pQjSSkb3ooqkVqeKiCbX5jaqytwBRIUyK7gmJdolvl9SZGYgM9Gyf8rmgxRYstGopiTalWFKrBuAZrFVZlKR9IY2X8XY4Oqis6pJWotqCtVjhlMM2cRlrO9B631CE/WPwPfK/+Kgq7oDCWWQDI52tS8scd9jPItj4AKDFyAywZ8gJK+NrRKHQ9bRHK9IxGLAGFfiBpfMXOVHh9hUShU1lxSuVcrSFZ1Ify2czLxOWflZVBT/VeiJGXF/vcd86w9MBGN8Py0/R+1ZfwdqVfqcRt9c6F/udyFz7xSMNPXbvCf7ZP8JT7Dd797F/jtT/yTuqffT+v++UfYHXjOzHNkT/Fqmb++Ncw/wN/iV/r/io//cjH+No3/HPeXP0qdw4v8amPP8nnFR/jkbuEZoR+vLZ1f2xR5He6Yzme2Y1S4bhiinRxFcqmAdZFL6TN3xPBCRA6ILsETpSFohuKYn2lhi/ZjlVRqZFgxso0UoRBWiZqOa6LpHOUzgYwNPReWRTwi7efpJqF76qTVKVAWYFcbc95JZAtw1STAdfjX3yK032LtIK6FJQPyo2fV1gJhAkyNv5zEm8uGE0aQ68lFe7v/s3h+Sa8ZtWl8caeNnTLDrs0dKcttjFeh1L0CxxnHLJUFK/ewz22w/pKQTP3NgKLuUlpRyv6DtyxQWar+qoz8CC86kAqN2D9YtNMfz37J2rbcUmescOaTijmbk1tvD170lgheFof0mUq7oqOa+YEaR07naXq4GAleOTTmiu/vMR+/ITu9prVjQWnK4MqJHrHp612HvdW8kIJitfuYx6uEdaPAce7Jol8F8EuYa18OifezxR9CfNv2NckD5MIStrFoR/o0gzeIIo1+7s32MlKjM+6PU6Xl3HNDLHaQS/nFOsa3Sp0q1KLEmUUTjnWsxVNvaat1hjdgrS0rV+gtbbAOUXXVdDW6KamWFdUi9lge6r1OkFhwLf3cXS1oSsMbdWiOo20ikV1htEti3aHZ9yj/C73nfyu2SMUxSco7IqqtuxbybyRqSP9+FrOTds8RvJ//9bHh55hkT25iPj2ucbnHECJxmxTRmZ55CI1VF8m7LCIRgQ2JJipRav6YFtvl71wYqA0zzQkfjWk0NfmcLXGXK3oZmFl1PbU8NDDJDIfga3Q/Wu2HUP/e9hCviIzQ3Freq2Etu5BSadhVdvUVC9qImRgI44uW37udfB3Vv8lH/+tL+cPvu5/5o//e8NbXv+3+Vf/x3/M//TV/1e+9P/9LviRv8fqxs+jZteQ5T7F1ddz+vqa5kv/Da/f+Qj/++Znef0NyR/b/yAffv0/49GTlit3ddKhxFVg3KfFzHI2syxKx1ElktYjDaLGDhgUK7zxnBVZXxE59Crxr3epfFi6fvUonUidlCHP33on2qRBCUBpFXxYIjhZCU0rFCeypnItCp9zLzAoIlMz/BnBVdH5js/j71e0mRvvwLxtmnnrGTPP9hx+xfbeMw9iGHf+41ODARz6uSz+HtsweJ2PQEbwAdBYRJPNCGHM4KwL44tJfXYwztvZh7+d8S7DspB9e4vMrNE9Mqe5UrDc79OqJ3PLWvfu0PFaj/dE3sohpkDy8vxc0O1fH4WsXpuirKUQJnmHtMJ7pjRo1qJgTcEn3dWBvf1r1NM8Ye6w01l2G7h0JrlyS3P4kY7VL9yguePLh01rUYWkvj5DX65Rj+7AbpGA3upVNWeHPWtqwvfQlj04aaRIZdJGCBo0Z6LittvnP6++gBvLRzhbHWDXu2AVcrmXKmmcbn3KRVisVTS2xDjfp2fV7uDaCroSYbyVvVUeLIB3hY5hlcUqi5Pxn3+NbeY0YVB2RkNbI9c7FOuKclVRrjWqUahWUqwlauU8y2kdtvK93ACEEVhpkUXvWOusxDlFIZuU6mlRwXLB75e0gnLlNX7zt/8Mq596Ki1GjY6u3H7B5AsobLBP6IW1D4zaXqTYmjIJmhFsgAKFTDeEByO+1XkSyyrp2ZLAhrgw+MQBZVgGZ/outgS6dreEqzU2mo5lQrncvn1stDYo8W3d4LGNYx2wKP2249+p4iD0wTGVXwU+e91wMjepk7EV0BSWm7uOYseyuxLM1pLdM8kHHuv47xf/NTs//F9x9eopf+xVv4h6720+75N7/NdvvMMXfulf4f/03/z3/M5n/zT6P11H7lxD7V9HPfFGnn7sFl9/+Sd4yv0Gr/+45Noziss3FQ8fWj7wqAch1Up6Ikt7C/umcEkEFysPYqMwK6ZLI6N9/6J0iSmJpmpD/5NhBY9/bAhU4qoivq6LDQODj0QEJ9GxMjInrVAsgzhvISoPUsIXVzgPUvIJRGUiXg+MhvsljMvKUbOUZGRPCm/g58XfPbBVHVQr8cCo7TnE2BIc+t8lPo0WWZRB+Xdj+u8pjj/G4ZYd5midWl/kTQDNatNxWtShf85B6XVql3xKZ/lIyWLfcbrrXZQXlePOzN8XKyVphExMghwJtK3wuhOFowgmK765XmT6etAsA6vo/zZI4VhJzZGcc8ycW26fUzens4paNNRiTecUT7fXvVlbDb/b/hbz1utM5kvJ3rMO+bFT32OosdjWIguvq6mevI65WnHrMcHprmW+8Pt0umMSM5QVyiSWxy9UJGey5FlxkAS9p2bOje4qTy9exXJ1gFvtItc7YCXFcidtx2QC1bPVAU1RY63yxmxdBeu5T+20PuEaBa1ASu0AdNrQVmu6osXKTBHc1jhT+GohK5FtTbH0AKVYF6hGUawVqhXohesXItahAnNeFBKnXPBV2bJKxZdRx/DjmF+cFCtQa0f3o2+lCNeZrnyVpCmhLaNuzaVCAPty7mb8WRVZ6gSyqhfpcwMODzdFKT2/GVc+gS2Jrq82ARS30fgvOsaCDd1IbSoZjGXDds/3g/GUfL97ESjkuePB7gdgUTSiN0kbVdR4ICImQMow/LH3Cv/TfcvtPcNJBQ8Zx+5Z/HDJaWk51pq7BzOOxYxHzBHHcofD1R2efvxZFoe3ubpwnnlqDDufbPnyQ8XbXvu/cfyFX0dd/2EoCtzlAz75FQsefuv38H+4+8tcPVbsHSva0tPTn77U8b/NX8dXFB/ltXXDrJEsy76/zqIQrJQYCFnzGK78AAlrmf3NEJiMxat5emcqBmZGwqeMOjUEJ+sMnDTCG0N1QvWUtyioXIsR1gMr/EQRmRvwP/smhLG6yqXBirhCbw0sTV/h1QSHzb3CV6bhNypbAK9jeQBQ7i+GtPe4/DKMIxKIaZ5C4grXt3MIfkgRSEbGJLpLJ4DS2sQi5BFLiWUZRPTX55hrFc2B4u5V6xnFOpTSFoJny4qV1MEBVidBqP/N71N8rKLxVvOyDWDZer1IYFH8326A3SNwsUg+6B7jk93DnNo5u3LBY/oZXi1usOPWfFod8DHxGMftIb8tXs3dumDeNRgJq8qyuKTZf2TO/PMPMEcN3WmLPigpXrvPs19ec7xnePqS5W4p2Wtb6s7fX+P0hHJ9m4pbRcVKFPw6r+ED69dxpz3EOI1xCuOUZ32cZJvAIpqoYSUWWCdwoRBd4ZsBGm+2pptqABA8s2qxygXn2BajfWkxkEBNLJWRbZm2o1qNbj1zolqBbL2WSQRPHKyFQmdp/tHCRVqE6hDCVyZVskFjffuAsODRxvfsKY475MLAWee3Dd43Z65RM4XYEaG6TAQzwIGS8SWJz12AEqL4ur5yof3x0KMkimWDvkOA/wJPJdBTsA6bgIkNAGa84tn0O7Gp+zBKpGZ6fjXsFfwms57u3Vtdyh9HrZSyUDeSeiWpsq6WY3O0uF2rvQZBRoYm3qOFZLEPz15tOZo76hbe8FulL93VcHxo+fDDHR+Zz1gJf+OuRcEZNb8kr/Jm+0H+H6c/gH7Dv2RZOh66qzj+vddY157xeP/Dvs36B/7kj/DY3m+zNHOUMHzV7s/z9c2v89BdxdGur+A5LeGZquZMzrjGEZ/Se5xdXnGtWXN56d1tn9l3fKTe49Asubxq/YJkVKuf09bgQU18PMaYvo7ARWXgIGpXCiMojBfG5uZF8TvxDpw9axKZkxNZ+Y6vgTnpkKyDzNVgWIuCihYlHNI15NZ00Qq/ML1pXvx+U4fbszb1eIquo7EJnJhp5PU5YqZwlcJPJTJcH+fcFA9iMmLPKivhVZ//c+nxj334rQlAeq8JAEE3k2jrUK2CVUjjhO8oLWYaS3vUJFACYI3zf4/AtyxCJc9ugbhU0T0y4/Sa4GTf8OlDXyV3t9TcVTV3xA6/aV/Nre4Sp8HtdWHmNLZMHYdNSDEoYYL76x0e0jf5fP1xHhJ32XNLn66R/qpUWLQzdEIlHdUZNR8yj/ELJ1/B9eoGv6v+Rb60/QRXTwzKwe1aUpYdjxbP8Inl43zs7hfwP+7/GV5Tf4w37/46rz14lsOrLZdfA4dvvpLA37L0QOujO4pPqGv8J/NazuwOB/UxR3afA3nMF6nf5qo99ecGy5V2zV1d8jPii3jf2Vdw0hwAcKX+NI9XT3MgjzmUJ1wRx3zSXuN9Z1/Brep6rwcBn+7pSkRXIJwHIzuffpX/DONTOU5ajG5RoVuxZz1KpBFBE9JgijZpTtqdk/5LDIAksjXCylSerNqCelGiV4pyIdEL6/uQrRqEDQAlyApEK9FFjZUiiWdd0M0o1TIvzjgs7nBF3eGyO2HHtszb4CuzkNSnID9ySvfMGd1RgzOO7rSlujZDX67Q12aoKzVmv6DdERgt6DQb7OGLHZ97AMUC06C5j1gejOsFsyHfG7UpbsSawCY4OS+idmXwmOo78jah3Xmn+kkwisBywLwuvFdGXYpBjxwtxcDhdWsKSAlOLjs+da3lxq5g3sL1M0Wx8uDl2YcN/7/XHPI/ffq/ofvQ69l99X/giflH+OLyg7yRj/OF5mm+7Ibhyi0/6cZqmk882rIoHaclvL++xhVzh9/70I/yRfIjAFSu5SFzytWlRVrNzlIyWzuuAA9Va1q14s6sBxoHK9gPjbCkcxgkCsdeaE1yNBt/hZvsx/32k4ipndgvR3deFDbVm6Kv0CHZ67dCshRFsglfU9IhMeECXFOg8I3I9sSSVihKYZOIMQKmuFKMKZrEoBgHjfXg5LRNmgWhBMo4pLHIA2/77c2/VCo9nhJVP4jzo9PD6pcYuZBQd9Bpv9K02jfL9A0wFUKZtP6MLRySviQDJxGYxHJaGb6/2I1YlBJ2vV39unYsajsAJzfFPjfcJT7ZXud2d4nTbo9Fu0vb1XRdhVvtQuerTwCcMJzu3eZ2cZ1bs5usZxWnxSd5tbjBmtJbwTtFJRp2xAqD4oyaUzfjo91jfGT1ah6tn+bt1X/gS9tPcH1hKMywI/ir5KdZ7f4qHy8fY2nmfLq9yofUY1xSpygWgEE638hvUcDtSnNLzXk/j/PLyy/mo6evw5iSQvvKl4frpzmsT6ikL2ku8Z2Kz2TJqZ2xMjMaU3NldoMvqD/MG9TH2GfB3K3ZMQ2VarhRXwXgrPDiW2sVTbH2Jb9dhTMFYrWDk3up6lBaSVe0I3dXDw6M9JU1bbWmmS3oqpV3nJ2dxBd574VwQyeWBoJBm0YYQbEO4GTRItYNLJZgYlNVhZASlEJWBarSSZRrpQHVolRLIRtfYSX8qFMbSxEqd1TnTR/Ns0vWwZXXtNZ3yLaOsjGUgCyCt45WyaX7pY7PPYBCqH45TyArs94nFp/qiQ6nsaJHhYF+umBn+nMHbrGjC1z1PgVtGZX3DFiTVg0rT6JeYVVY5oXv5Om9OTyjokL77RixN0juk9LM4VPXWj615/O2lxZweFvR1vCpxzr+n4/+Dv7dT34Hb/hJj/ifecvj/OrnvZ/1EyVvrD/Ow6uW/ZOCookVPYJm3wtXY7O+y/aUt8rf8PbVTUNpPbOx1zgunUn278oBgHLSd1W1D7estAcas8abxOlO8DhwsLrL7kqye6bDBNENqhJkxobEFA/0AMJXJ2y/BiJ7kgSqobQ416FYSepNVJjeeyUnc2JK54yatfPFmausUFhjqGlo0NR0I4YnVA3ZvqR5EBGkBEHl+uYKVXuLcw+cpU//FL7yTJhQ1SMf6E+eS/Tf91jD4TMF0uVgxdPjSvsyfTELxhyn4U0ZKBmHkGLjuVhirGYaeVBhdzXrOaGs3iVw8oy4xA13iWe6qzzTPMxZt8uq3aFp5qnqpD6+TLH21SJxwl2eHtLunHBzvs9ib5ejnT26yk8PHYrOeU3JofCT7U13yEfbx/jE8nFW3Yw/tPfjnjlZ+gHxpPIpzlt6xk2xzw4rvrJ4P19cfIhP2ofYFQteK57hsFuy1xrmraMwAmX9ouZpfcCv2dfxS2dfyq3ldZq1BxHOSfbKI67ou1wXdziwC2rbUbr+gq5FQ62WtKrkUnGHh+WtBE5q21Fbw0PimC8pPsCOPONWd4kzO2dtK5ZmzqqYse5quq6mExZ7fNkLUTP/kbwJoFUmGbqZoqWZLWhnZ9hqgZidUFX+SzemwBRrbFvhhMGaIqV7dFtglfXVOiGtQ9vBao07OQLThdYoyl9URQm7c4TVuOBO25VrdLmkLs7Y0ydcVnc4lCfs2IbCemZcG69BE51PLTbHLWe3GxanHVUtqfYKL8xedsizFrkTGk1+hsaLz0mAcl8hfS5ZGAczhTAWjPT+NVm1Th7j/jr5YBPN2ICB+VpMtyTDsaw8MFaeDMtiQ8UK0a3UO5gWRlB0lroO3XEDYu5N1/r9amo42TcczWDeOa6cwvWbvmrmJ7+s43v5ej7yb/4qr/nJNRQd5vo+TX0LuXeTL6nfzxvPjnnNpxU7xyL5puhGIKz3AljMLMvSstcsadUSaWFvTaqEqVrfAGx+yw5KvK32+3y4J1lWfSPDqCA/PFIcHil0IxKtLq1OjFMUq67yfIntSyXHrq4wrORJX31gT7TpTdlyh8VozmaDPwzYINJzAyGiz/ir5Lq5chlAEZ4y70KlQdytvorIszZ5Sfc4vB7KO4q6AFacUTjj0I3xk2PUrGy0vHwQFw2f0ptiUEKHbBHBi6DTDhMN0iqFaB2i1ohS9UL70bjgjEveJrnCVoTyZFWH/lQ7Bd2OYjV3oYoNTmTFHbHDLbfPTXOJ2+YSd9eXado53WrXizqDEHN+fEC1qKgWJar1QsuzxYz1fJ/VzgGrxSG/eXCAuayp5P+fvT8PtiW57/vAT25Vdba7vrW7Xy/YCKBBQASJnaLMTSDFiRmZtOWwOJJDwwmNJySZI8oOBTUxHmtCI8kREyM6QpRHlmXOOMYyLY02KihuokCCJAgCBAgQBLE2utHr2+92lqrKysz5IzPr1DnvvsbWIIGGMuLFve+cc89SVSfzm7/fd2l674+pXFLLgrkf84K9wq3mEtYVXBq9wOu65zloYltnaeBOYThTJb/QvRWAV+lneCUvMHMNbwrPYnxg3HlmTdx8lFainaBTgWXhmfkajaP1BUpaRqMjxmbOSC25Vj7P4+azPOTucrFtIrjxMC+gljUPqpvcqZ7meXmZUsQSa25JmeAwPnDoGwr9ApfkCTfLXU7ClNt+jzvdPqduhzM1YymnLLzEa4vv1tk40kv84Pf+OlAxqyfdAaZG6YZJcYoUDusLrCtwpaEtVnin8c0En51oc2aPDdBYhO0IdU1YnBBsHUGK0ghTIaoJOTUytpUafFlTmSU75pgDfcQFdcyhOKXyjsqFnmgfPXrW1TkAKQVN7VketZTWY3YLQuuS2eB63viDdpT9hgAo4X96c294pn7ogxv39byT7b8ZVFEEAT9WSF+kUm0bESak8mwKfdrK09n+fegUmyeaoOU9MmEvIziJipDNjIyhDXtuf0QyJixNALJjYnxP2dI9OzPCul00L+NjX/W8pqwlRWrrPPWo5T/97P+L0fFFzHjFx/6TG0we+Dj/3v57+a+PPsgjzxWMnwThC4QLmGMbWweLDk5bKiXYPazwY4UbGVwpeuM4s0jtMBn/r+Yd/mN3cCdtyuaJx2Z8ccTDix3sJBJ37cBcqqijRE4OwFaZ2P25CtVWgdOZpzW+ByteRmdJLwT2RRbqXuLby3s3qxfZnM0kVdTQjTMCk4AMHhU6WrHsQUid7K1O/A6K5PRIAyLabVe+Y9K53rBq3Ah2zmL2UVHn9g694ZqAXmEmVDTryhEKOXBxYwyDLhMg7H7u7XHxtB5x1EAdeRLd0WbOyDfiuP1770x993jtDd0yP379rf3vZmBs1hFN+6SP12CQMfRRa402All3sWWjBG5uESmPKrjQx0wIJTa60Plc6qlBXZvRPTRmfiiYTzrmZWCpBWey4m7Y4bbf43l7mVvNZZanV5CrHcrFjGI1plyNMLVh9+Z4Q7YKMLkxwpsx3lygHXuWu6/myccewo3OEKMztFmhVIsUntaO0brmNTuf5FuLj3ONW+Dgc+MJt+WUD9jH+bVn/gSzp7+J1Ws+xPdf/lm+o/ksr70umZ0qnI6t6KIGvQrohUPebSNP57DioYsFr7zQ8va93+H7LnyEeqJQBKpE5DRd4MJp4ModzeFzmuJGE1udewX1JXjr1Wd59vDzPDOquKVmfVtn5loO6giKSitw0tKYYxp9jBNwe6S4U4z4vLjEdX/Ic/Yyz5kHubE4SGdi3OfiDPNxZAr788oljsrA0FN4jGwpZEMhW9DR5ZUxtL5kaacs6l1qc4EgPZPTMcIVFFTRrLcp8LbGL+4S2iXBWfSlVyOqMW6/4uxyw9GVWyyvPEU1u8m37v42j+rnuSSOuODnjLuWg8YxTZ+5n8ck0ZOrUswuloxqR7PoKEaKci+1hQsVwxa12BAFQJzrjj7yLoo6zulq4ZBnlnC7/gq/dZvjGwKgAPGLeK4vxIu3e3rpMedXUrJFPQyJsGLjZ/9aAwWPKFIacf8+1jtk6ekrIlZFYGJljD8fGokBWNbW1GogAcuLbE7L9QJcujp7aa6KDpKjpewrK7aIr/+WV/0LPrt8FXU34nXTJ/hfVe/lO2/d4o3/soHFAiY6+hJIAXfqeGxXLkkmHfKkRe4WyIlBTzQhxSSLZr3SC+vhtKW9vqQ9anDWI6TATDTl3GL2S2RXIDuJLiJRC8C0EZzE8Lx0enVsk6k2H0vBVErqCiC6Sw6HS6oZtVVJ2fYhcTI6w1KwCUSG5yoBytyO67N7fKDyHV5KJqKmEYaKhomMeSIaRyVapqwYBUsRPKULVF0EJ+MBpyhfGxutmZRsLUZr54VhZILIhoJG9QB9W2LfS85zhSW3Hu6jjvpGGkM7+PN5J+n35D8jU5Uv9hDjNRG9OUTiDylkpWOLuY1gHBei+eMgWrLfyBRyfS6z38lO5J7YVC3MQ4fo6pqHCwraCr0a9+AkVk0MehmQtYvKL593/BKlJEoKVKNQdsRy9wKLXUUHWC/pVORhBKcpzDISMMUpRei4oXf4THiQ31m+gc89+V287r1vQi89Tzy+5G3iE/yRpzSXP7Ai3FgiLo97U7qw6vBzS3O3xp60mN0Cc3HExWszDi5X7DwWlT59lUoGChuBzuyGR33uFPv0Gd1Ji54axg/PePjVO0yvGaaXa2azFhXoqzV7ixg+CPH8lCb0CjxwmHKJMS+wIxdURay+3Bw/jE18kSArVAIn0se0YpLEOGyXN4Ok60rO2l2UcEjpkjeJokiVKaNalOrwOip9Ou3oKo9uFNJoMAZhKuTkAKodRDVFzA4Qsx0WFxynhyfUu3cx42Mujq73BOcDP+/bWee8LXwZlWAl4OYWverQlUJVCrNboqamD5d0Zbze8vdhqBraCIUdWh28ROMbA6BkL5P79XyHwWsDsNK7t2ZJcgYoRiGK5HvSt2zOV/HkyaX/f0onjgGAadH2AKG3i8+5Emsn0rWfgUNsAJThyF4GKoS+QtC3GvSmoiW3iwaS/bVlvAo8bj6LnjhK0fBW/ft8561bvP4jhsX7Px9bB1OD3i3iZ3EhLYbRF8avHH61Qpw00bp/amLFaNut13r83ZpubrHLDmcD3gdcE4mD5sYKJQVgkDa568oITvTKr8GOhCAVeRcricexWq6zMJyMIGWYjQPcA1Kyz0Of05MASgYp8THroMAMUNo00Q2dOSFKMSUehafEMmVFJzRadGgcU7FihwVj11I5T9XFMMKqlRSt7B17t0cwMUpeVBq5GwjFuj/ef5aRjnlORTJtk5xrTth/LxLpOxoO/juSylBO/MUQrLNpWwYp2VZeeEFXpKpbpaB10WLAeWjzBmc9h2RwoneL3uBRKIEYRaAfzU7TtZ5agQUdE+o+Sdh7NbBgL3twUiwVcmnvVYaYHJEceXbZQl11hm6Ixs6R5rokM37/4s088+xbIzh530eQB5e5NnmKb7s95/J7a27+zFMc3245vFr14YbBB7ra0dWOtvaoF1YUn59TfvaE8sqYq7cPCWMdr3cFvlAID/qoITw7p3n6jOXzS1bH8XPPri+ZnDRcWB5g2gKutVgVK8izpWL3RDGaR0MyW4CuPNpFB+hEOESFmsI4StWhC8cTk1dxCrTS0dkKaQt0G8FaJro66HkgzliCcOAVwZYs3WE6rx1KWQqzpNIrXFCJ61L2x9Sr2EYMmVpgdAQktonck3KEmM3wF2bMD85Y7B7hp3eYlafs6DN2xYJZWFEERxH8hg2DFyG1HqEbCaoHJsipQZ00+FWHWUWvLn1QIaaGsF/STSIfMRPE00XQt4rWT76eQ17K8Y0BUF5sbLhv3ltRGVrMByPwqL47LJPRkgdoAfygepKrJVlSnMBIqqBgUpx346JfQioT6xzW54ahXfH1HKJ3RfTJo8ANetW9M2lwvfEXrCW2EIlSFfReCXdHUD5gMV308rg7hueril9bvYUddcori6e51h0xWyqEDxQHVW9CF1yA1sWK0EjTvemA649FR9XHfmFB+6ljVtdP8Vt+DtkNU6iY6myXXZRW+oDrAsE7vGtQv3+X4tYSdVChLozwe0VsRZzaKK9ddfFYTjRcGhFMZMdmPo/wUXpdLhWTSrFfefanjsbEvn2tI5Gvd8hMwMT4WMWASEzO8uHsxhm/oJs5P0OnzmwW1UpBLTQeSRksO2JJKdo+UK0MlspbKt9x2Npoxd+twwjPBSYyeuRIKQlaIkuJmBmE9agLbu1Omha27TTbPp36nGDA8HcfT14d/r4Ezm+kkYMnzyfGDjhGUuBIPKm8dqvITdIu+iA5LfBSYHZNavHI9Te3V/Os5wg1NehHd2IeV+arKEE3UhGk96ndHisDpnSUwjIVSyZyiVFtXCQhGXmJnoC5MRI4CdMSV0m6MtBVnmZc04yjEoWixpQLZtURAHdvfhPLuw/zq82Uj00fZ88c89lbb2L3c2/gje+dsfjnf51VfYfpm/40LmjujqF7bMb+6/epnl+gKtXPj7512EWH6wL10tG2nroONHZB5+7CP3kWrWKgaVVKZjuKyY7GdYG2dizmjuUqcLr0LNvA/lMNDzy14PATR+y8bp/H33mJ5X7M6hmfCqobFnGnhuRBZfc0qx1oqoAeCUZtYF8FLpmWh8wdXl3c5eH9m9zc2+O6P+RGd4Fb9gLX5w/T2RGhGSPaCuEMSI/PwYIAXiHaimK+h0jVliAddVmzNLEVIl2Baip0W1KuxlTLgmKpoorHeoKUiIPDeJ7KAj8raHZhvr/i7rWn8NM7VOMjJnpOKRpqDEtRggRHRyscMnQJZAecjKaS1VSyU43R7Ri9CsguoK0nKIHTkm4kqKc59To6dksfN7SvfeAD93xX/D99y5f7NXvR8Q0FUPq+/fb4AiBlY8iBDX6x3t2QdkF55zkEJ3JaxIpJ/xxivavNfhZGJilXHDpJW9cTYaCSDiUDLsQqigtyIyE0vr24W8+VlAxyvIicitlS4WWgNpHQWSvJCzPft4GsFJjguFY8x4mbRWKn0JyNa84uF+y+7XJ8N0b2mz7hAvVlw4ff0PLPZo/zhH2Yv/PuX+SxvRL1ySPsrVV0iawjGBFS9Cms/ftWAteFdZCaB7fqYp9exfKzBKg7/N0m+kk4jygUinQMpdw4b8IFlAPZCXQL1TLmT9gi9Db58zJQJ8VU35px6+ydPlBQrKtO+TrYHkOL8HUqcgI/eMpg0aSgtRCogsUET+X8IGI+k9HiApcziPL+OquwvMleNgpRRla+NJKNnCYlIjDJLcjBe+5+4R3gA/r7N+2q/x0wWY91e+deYuzm4zarXE6uK5O9Ei8R4F0hECa130YKSdFXYnN7Lc8bYb/E7ZiN17LJPMvL0FfwjN/09NEithJCtaCrJ9iyQdlone6lRFqNMDKa/BG/y91Y0lUBWzqacYutYjUgaIswDbuj2zxQPU/jC47tm6hODnDHF7k7eYDbo1PkagdbNtQPXmT8ph+ifeLXEUrz7OJh3nvxEczbPs8rHnmQ0VJiU26RbmF05JncqHFPnXLzfTeQ8462dTQ2cHcZOKohV0ZH2rNXdTxwsCaftTYwrwN3loHTBpz3TKqO8bTFPLdgdKNB+BJvBMUdi7i+xN+to0eQG6FLSVFInI4Kl0zgN04wbgK7GsbdLZb6Nqf6Kc6KktvlDu81b+Z6e6UnIrsuVlQEgPDRvt4Z6AzCS0wTQ8S8cui26l1lpVepUqUp6hJdR/fYNVteEkwFRuHGinYGy92G5e4cb2qkbjDSokRHh+YkTNHC44TEyYYqWGqVXksHnBxkhcnoEBtb/DnMMl6nXRGoq5QtlsQaSMHjVz7AZ595G4UVmwnGvWzypSXhf+MAlC/k+zDsuQ+D+e43EigRKnFUevCzVujkygITDTvF+nVyqmx+Tz7enn0upIeqlmly8+RsGC88ToQNW/d20HfetqTeHiapUTqdFt+0gNZqXUEoXWAvdLxp9BmekA+icVihOBnBrYsdtjAxl0fS7/KlF9zZs/z2zkX+yQv/IfK51/BfvMnxn/zJf8MbXrjIlecU06dr3CeOOP7dOxsOmTIpFIILSClwW8c9u2uKVRfJhHPbW4NDXIjl6PzLuO+PtlElJFzAjKKVczVWjMeS0cSxKgPzcl2tygZpMrXets0ms7fDMKskA5Gh3b7LwX/CR/BDQGIpgsMEj/GxBFu6qEKo7CavxctYjlWd6MEJfjObKahk8ifXK6hwYYM3FeSmm/DwcRtjaJX/Ek80X48jt/eGAXt5DEHI8Lbh7+sWYEgZPhFYBiMI1dqyQIx0VFNkPlAhkbslds+w3Bcb583p6I+UAVNpBY0JaVPiqWiZyCV75oibJio76kmSuZoOUxuCKmOrx2buBLRjjzMeW3U443r3U69aBDBSS3blKQvGiNQ2KlYjdFvSNBXd+JTV3i2efT082ryBcjJDmIL6pOVnqu/luelHufKaO9z2e2jRcShOuBqOuNQteOhM89izV7jkAvNPH6NeWCGlwwfHUR1oPSw7wZ0G7tYBJT3jArQS0UzZxYzFVQcLC4s6VlfcqoO5RWen7uMWf7fGnbTINga1Chu/WcKLnuOinQC3lvdfvBuzturSMa/m3B4vUKMP8nRxmeeqKzzfXmbezWi6UW9+Z7sqVli6giB9BCY2KoFyNQWy/4kZOMiuWyfBSISMAbKukthxoJ61rKYrmtESygVKdcgBKXcexmgcnZB0Kaqglh0k5+CY6Ay1CVjtKa2gLsM9Fgo5+DQLNeLGLPDRW29hct7uDBLf7aWV+bwsAUr4H79l4//iz/5O/An4f/7WdT8ezkd8g51l93NvXz+PC2suWwYYSUEBfpDOsm7liJHuU4qDGbzWcHIbnFPhArITVMtYkZEBTBGVKBBbDj3pVQiq+xhaDJ1Rs1/KBrkztTKc8FQubLQ10IGr/ohOJlv2AEstuDmLqcEQF3GdXqAxgZMqGo9NqmMW0vPJ9/zn/B9e8QMcXPgsj155kj/ztl/kO564zIXW0d5a4dsoZRNKxKRWl5QkOXpADgmfacF0KYgxcyWIVs/BRf7O9mLcm5o1vs+yEDagTCQCmlZQ1prV2CN3XH+M1UDOK0PczajEG83HfX1sN6+f7Syg2Hbrz0qfXBxj7NfHPXoUiASM1pK+HECXwUn2soH1Z8wW1L6QGyGS+THDn8MRlMD9zNvisakd4kd/vyfbmtNT+H/snnttvZzHzd9/Z+KOeB59xWZ16aO33nIPCBmClFxxe/xKLIFvp79CAinJk0YkvpB0gdDKAUBRsFPQzAT1ONAW/l6SbrrEMlFWhsA4NOyKBRfUEU0oKasT6s5ggSAdtqwwZdzpO2PQteoX5TwityC+WFBR3650Ey3T02bIm5pmtER6RVfU+NQGCl1BWy258/CCS/U1aBzl3RXPAy9Uj0GQsSVSzSmKJZPilIPiDtd2nuNNb/wMf97D3sf3mH76mAvPzbn8/Arz6SUnq8CNRejTRqwLOC/Qg43DIN4okpYZiBR8iKGNdYdfdXHDU8jkZyVSdSv03lNAn9I7WkZ1o5eKroDp2DOtPRzc5GpxwgvmBk/ry1zvLvCCvULjC1ZuTCMcNWA707vOeulj6rBTPbFWeol0Epm+90ENKqReEAx0Y4EtPV3laEYtzXiJHS0Tp6VNxFuHCyqGMuZrRcR/Vd/Xc7FCLmN1PQsxlE8Kn5C5j6EXB7gBX9EMooS8hDu/+y6qJRRnAfPvx2tenJ7Cf/bSzRsvS4CyMbY9Se6jYtgeOfW4f7RnU/Ew2O2AjlwMWBNyi4GUuFT4KnIGzhu5WiN8BCeyi9UU0wqqQlGPZUrsdIPE0YHSZIv/kKsieaE0PqpDZktFkYzbxo1gVwUqvf78mWfRKMHEW17tr1MEz27r7mHA59EWgVURr9w3NNf5a7t/n2fe/E/5Bzf/LBxfZfHpb+dT7XfzV6s/TXv4PP/x3/wpHufzXBf73Ak7vN19mv/gX1qK37rB8pk5dhlRkpAiEnEPKuTURKB3Hks8V7GU2AAnUbESH7Lu9nvEWaQPy0KijyXlWDGaxAcuR77/UipPH/w3XJRiG2gIRbfeTgjItNs2G7ev7y9d2GglGRcl4EPi7RCkoAN0os94oQNSW6EHYjL6J2wDkeH1PgyJxIe1vHiYuPsNPrIaqzX3zgtDAnTONYFkppcmd+ng08+9rT+HeaHTXVpw+sUn7uqjfb1YzylKQKVwu4bVNEZF1IXvr8Htak5+T4etZaIcE90yVg1TveJkNuMFs+C4WNKWu3TNBLeYAWCbElMaisagrETXEmUVoVGoViGdYLlrcLOWUXFGKWPoXxNKwuSYWro++ReguHsFU497x9Xbr4wci2I1Rt28Fo9TU6KsYblzgh0tOZaOI2X5bLXgV8s5/+LVn+F13/wZXq+e5OHuLtcWlnd8wKCfPMM+ecrqmTmL2w1d67Gtp20Dy6XHdoGJibS+nVIwG0uKSvUye1E7aH1qCydANy1gYvBFJB2vjTHXqq3sbVTUEt1CsQiMjwT7RnN4BxZTy9HsBrcnN7hVFnx49IrEU7nI7fZCf2xskLh6grQVOvFN4rWi+oqKVgZvA9JJbLk5t9iqw5aWtmpoRyuayRludIbp2ztx/s3np3OKTirmYsyeOENLz1g0FNJFCkDiKdYqesJULmCKFATp19fU0Buq6lLshxUbG13hz9/8vFTj5QlQhiDkfqXqYWP/Sxm5BaFS9SR/CQZSY5Gkn1Q6SrUG7ZztVOK4oH5hZ8+sJMgT5JCgqQIoR2/hP7ywVAgUPlUABl88GQTGxees9ebzGR/YaztkiDLk3aVgZ64Yz6PVfD0OLMe+LwHmvx93HuNrdvTz/B8v/RSfOnyYp+2D3G4vYFNc+W8u38yH5eM8dfZq7K3H+J9NzVu/9Ud55GiPYh6RfpYb690CdXEUj6NNk4zbInC6GMAmrEfKKJ+LI+2OsvJHKqQEYWVcjFsfNxhWIm0YOMWuD57VPtnqr4/p2ik2bJBrh2N4LOUAmOT/G5d4Az771Ii+qjUEJ8MRZMAjUIMJwbPJfQhbSrXzUruHssA+DTmHDf67ca6V/faQG+dX9Oevv81nontug64ndS9BpAA2hcSPRaqOZSJ+JDTbiewrG9qtIxZsit8YZnLJEMnVVgZM8NH3Q9RR2iocUnq8iu0aO1qkUDoTFSPK91bpw/cfF04FXUFtJ9xoLtOYkrNuBraKCqGm6h9XrMaoTvf+IF4FtFW9W61PzqvlssQ0F6mnC+rJnK6sY5CeMdxcXeXU7vEJ82oeKG7wTTtPcvJHP8uDbxpx9eaMvecCOzdq/DNn1E/PmT+3QN+16dB5fIBRIagqicjnsHb08vkhCM8VWA+6BV0IZJF2fym2oE18jWIqKGqBltEiXjWB0Vwge4DmgJZr41to6dDaoekoZMORPOS0KwnK4myFNxXWmXuyeHKoIIAcnA+vwka2T1fUBG1Btxutndxaqn1BJaEOJVo46hRVgIBG+D5B3QaFosGlhceJEOMJBkB4WHnfvj6iAej2N+OlHy9PgPLFDg/qf/1b6//+87X5kvz3P7Dx//UdYt3KKSRgEJXaICdS6UiCrdSGgmJ7nFd+30akMZfH9xLW/vb0dGZjYuwrh0BcFHMboUwXU+xfh54IlqW3kBBy+n3cZrfXdVBdL6ktAmdjz0kVWJoYimd86F9vt3W8yb3Aq/RNzoqPcVZVm1HsQaF3HJ/2Cv3sa/mfvu0B/tx3vMBV6wkfuY1YxC+qvjjGPTrFFxJzp4XVcgOc9HlIrUeeWtgxkUSaWj35WAQVfw9SxUqY8fdUzlQXs4zWUtF0vIzfcPKNYYD3tna2gUge+fz0Tr5hbZ6nfAKKW1/0ba+B4Qj3AdW5knIeKDl3ZHK29dBG8Of+9muixLj1dM05L/INMHLO0nkgJROpAd58uDZ8zK0c6WMF7NFH38/Tn3v7BjjJz50TyoUGr2NVRRai/957EyXJbZJ2wrqVmi1L7Dm8qOy7M7z+Gl/QdKPoeipdbMN4da9fxz3HIPSOqKIzdHbECReYtzs4VyDaCtlUqM5QrKILagYipjaUywLTKMxSsCOrnnwLRO6LF6x2C872DfV0Tq0t3tTYrsJ5w9JOOGoPeUo/zFOjB3jTpc/w2MEtLj7WoYLmoTsXuPbpS1z40G3Kj97GvLCiOnV0XaCqJJOp6nltYdUhyNVX3xOR/apDnraoiaaUhmi4KJOcFjoSkVTB6cxTVIIqBbKa5GEofASgk1pileeB4oSxathVC/bkGdfVGTv6jBtqxdJOaV1F247x7Qg7SDIehg8OLfSBjTRkry3daIk39YYhUkxo1jQ+gpK8+dYhWhksRNUnVjshe8uDWmicdIBLm9/QV+iH17why9kTGA+5Fbh+G90vvANhPW750m50Xp4A5Ssl+Pmwlk2dR66VsZ2AkVCFexa7kE2xtqSdcP9yWL/ADEBLJNYl23sV+rLbxuS5rRbogcsaMIztJgFTJo+Gspcchn43X9oojaya+CKZCCt8VA+sxp752DEvAyelZKEUXghM8Ey6WDKUAUoXkMFRyRUHYoWVJyzkbRaiZCfUuOKjPHnlt3nP7tv4+9f/HB9/xa/yX01+jVetOpa/fzcCkf2Su49IlmPPVVlQHDfr45UnmtYhVgJ1Gsl8YqIJJqSUaNVXUCCV1kcKUcpEjstgJkYAZP+ZtX2+pNOiT5RujWdZBk5KepWOCgEXoHKb/il555ErJTAAMQN+y3CtGGa6ZK+BPITP5+ELXzvnPUa4sK6e+NjawefqiSe0rgcn38gjl/m3jf2GY5scC+t2jvSCZz/7DnQiXeoEPrNCrys2n3dNzkzf9cSFaE1Ye5307b7IG/CSe/x2XM+NSq+DxAXd76zjEyhEiKoRnUmZrYry48RFccbjCoetbO+IGmxJBzinCen5gnLQmZ78aZqiT+IdHQnkskMsa4KUmKqgKlVqbRFNLjEIN0NbjZeORjhcsexfo23HLOQerS9oxiUn+kn0xHHdH/Lg9CZvu/w033b1AofXpow/epvTz5ywPLEoLVBa9q2zbIUwzD7ybcyhkScNUsVKsuwMQUpsEU3J2iKe5MbEOIFVCctRrLLqLsZeDA38yk5wse6Y6AUz3XBBnfKAvs1dtcNT6ogTN+PU7XBs91jaKUvhoRmD9ATlUNYkGfL64vJynZwclCMk0jK6jYCTCE6sX0dnlLIByrj5pkPLmCSfO9IuBW8gQEnfg5kswNjeYMlA37KO1+JQHLE51wzb6i/VeHkClKGPyf2kxfcb56h3eplmJrn27Zp122ZNWBxwIAZAwuu4K3I6bFzYOgX6mZboguo2LwaVEnQzWSln8ORhB4ZN+acMgbENvelXrIIIJnPVl+VGPTFs7XjZJ11268yenA9ki8CqCBztRHByVkTjOCtUkjpbahUt3iH0PiBWRnM5gB3X8qBdMbYwbQTvbJ7hP1JP856ru9wUu7zv6gj+I3jlh3YRnzqGo4bDzxXM9jT6rOvLtC71kmMGjQQ6xK0lct4ip0UEIZWGgyL2+uWgLZLK60JvfpPK5fr33AIZnUBQsrfPb8aS+dTz9A7c1BNOxQiNZxZWXGRJ4UkVq3WVJFeicrUE1iS0YcvNyYDy+Vxu9nnzhJAdZe9XWh2C23wt9u2cLXAirIeV6908QwoI+3KSuV9OY1VGQup5AMXJfl3YGENw0nNPus3z66XvuS09z2FwHeSRK3VORgfpWsV2Tq0krVAcqxGNMCnNO2bWjH3LTtdtKMd2xZJL5jbHZo/WjvHJk8MsZoxPZ1Qph0elmn497XCFo9MRnNiy6asoeEXoTFwthCeMznBFjTcVrp7Acsr07ojxbRDzBnG2ICwXMdxutkNQMjkZRyVKnE8DplHMbk8oVwVn+1NOgyIIh0gtENUZ7u7e5X3TR/hguYgheMUJevJh3lsW/OvHR+jHHa/908/w+rNT3vFeiXxmgb9bx2u59biTZt1+b30k5LeuT/42qw616lCnBRM7wo1UTIkeK5oqUBSeZRU5QE1qacdzvglUTQdXTmQ6px2dslg1p9Y3uFs9Qa0UZ0XJ0XjCzbDPr1Rv5+byQZrVDqxmBFmlakrM88mAJAhHKOr1hSc8SIeQPqYuK4XzBiuLCPJCdKktZUmXlvdanlGFSKTVSc3ToEFAKzUKTxEclbTRebZ30wZYUwvytZ3XpeHc8tUaL0uAIv7Ub69/Z6DcYbOlk4f7mbetgcGW22lfMpesKyewsejl3v9wYRiOdUpxlAguRz6V0yIiHy8lGeKqVmwsKCol6ZZW9FJYL9aZMrlSksmb2ctjSGrKCcfrxOH0ubVAy/gzg5K8CPYlZ72eQIc7SxVSNobqorzRuxTpHVtGtRLUUrGUBSsR+9IKjwxzxjbK26aLmJL52t1jDssFS1nwyw/scDo65ptnh5jfvoN84oxqp4jl2dYPuD6+/+lb8ClFNbiAbKOduJjo+PhETs4L9LZXCIDs5D1AU3gIPiCSlwoIOi2pXEeh4i5kQUUnJDPZEFU6aceh6NtqQ3Byz7WRdidegZe5ghMwgySo/F56y/stgHIeMMnjHhL40PExlbz732G96/wGHVmBA/Drp5vmU9++98Hth/PJ599KkUjYwwk8SzUhA5TQ32bVJkDJkvZNoBKVc6daU0tNLQynYsSn/cN0XvWKmkfkdQ7EGUU4Wxs7Enkoh+qIqT5jrnfo5AgRsmpI9LwTZ6KNvK26HpAoq/HS92ROHxS+XMSrUdu4WAYZF1DlkC55d3iPsF3sRUmFMAVhNiFMS+xMUk87mnHb81O0Vf37KOoSmbxCinrM9GgP0xia0x2WOwc0kzPOZndgFy7P7rDLknkY8eH6cX7Tv5lL1W3+r+/4OR5+dIe952boz5zibq3oTpqNTKo8f3jrozleIs+KQiGXqT2CIshorOdljJzI53F4fuJtww2l2Pie52rc2Hoa7Vkay6FZsa8XXB99BoDrXmGdAVcMnkfi1Iu3SoKXIBTOQQgS7xVetdRu1D9GiQ4n4xKvhUPjY/UE0Kn03gkFAZzwtCikCKi+khLnHyniBmqdx7NZAAg5TFAKeJGE+C9nvCwByvbYkBW/yGM2JvNha6eviIiNxaB/7jTuWRx83rFvDt1tBszl5/OSZFS2VqPkx0XfknUZt5ezyri+ZCJs/5bDOuQuqgg2wcfw/Wb7eOFB2jUi9npdJYL4XuJiGxdfmeSyVvqeDV528TFLHZJPi2IhShZUOBSVtkzMikNI70mwW4MXFl8KbsspH97f4eAVCx79HRF3QKsuep0kY7wcrpaD8YJzuJVIYYNx0RUuIHcKpBT4KinuXJIcu9AT5/rzn/lCvRvt9nmNSc1lLdivAwvd0AoVS7WAFQolAyrHvie/gewhoN16x5U5LduqkOxGihRYMkhZXycZnORzNLwWg7o/0Xp9vtPnPe9xSS6fk5HpvnFBSh52g891n8do0C7gQ/5OryfwjSyftFg1JvSgNKvFMh9MWmhMXAzydx3AI2mEiWA4KDriolKJlgZDIwytkBSDE5sdpkvZIIUnk1aEl3gVcEV0rvXKr8m4nUKm27RVeOWwnYk5PIBXLSFs8h9EUqIERfzeGI0oS4QxYDR+t6LZheVuHf07xkuctpim6sMLvQp0phsQbkeM5hWjE8OOq2jHM5a7NacXdjkTHncY7Q+6oDm2+9xZXOU58Rg/d+X3ePvoGd6E4fBGgX9ujlvF2AyVvJJy8OKwUhhaj59bZKWQ3sSWh9FE939JyeD7l7/eg/m5lygP5vQh96hqJK0JrErPtHKMywXfNHqartK0vuSW0/iuQHQGkazzdaNwThGUizwRqVIVRfVf/MgncgTVIYQjBBnPdRqlbNfXC/TVE508cyBmOOXfPTLGqGxgkEjKtmlzWsrY8i4SUMkVaZnSkV801+7LGN8QAOXFwIn7mXu9CvoWTgI2G6ZqnA9O8tgmuebrRXVg2jVgyJNC0a7bKhvPLdeOfm0R0qLGPfKvoUEYkr6C0X8Uv+aQrMv86b50UfW3dz5KT11I7SxFUPR5MDJVAiobMBJ8FxfgWkcG+NgOpJc+KgqK4KKzIYrjMI1gRTfMK8+4kuguuTbawJ60yHAXRaA1PubInLS4k8g9kcrEEKtMjk2KnuBCKtkKZOFRLiCdRy5snJByxcR6mNuY2LvVl5ZTg5gYGKleFu4L2XNYhqBudymwssNUc85USy11BI5B9CZuEEFIJsW6dL43ZHxbACX+TWzR9RYOW9eStNGWGh/iHJLAVMgqkPtc6zkF+R4DwuyCnNRn+eIauhp/o46Nc7nVm/+t47dEt2ERK18deZFff7eHPJIsX98GpkgYtclAUa3BDMQqpSJKQsehwQnJQ+pmJJkLR4llQs0srDbfd9oU3On2Oet2sF21sdsJ0tOWHdIJfJostls+EOeOZlTSWEPtVSRquiKSNIkEWt2WCC/p/SKN7nN9gpGs9gPL3Zrl7pzV7KQneba2ol3MqBZThJc4HSs4yqtUkYm2/PpugwGq3RHlssBpy8cfehWH6ohjN8MFhfcS3+zwz87eTTf7Jfavfp69yxXyCRXN2tCoaUr3HgQx9ue2TXBu0eVTglZx/lMdfTCpbPPmZl19DUZEqfJIstyJLfN4Haxb9xMEtoC2kkzGnvHY88riBp2WLKoxtRtx6g3BVojVGOlVr+7x0iESUAky+tLkCIOs5hkCFStiFUoJR+ML6hCrYJmHksHJEJjkiBSJj8BWeDwxvgEBRfA0SalpTFQ8tkWgKOK65XvCN3TdvwMo546suBlWS3oAMXC3yxbfefRyNL8FOLaAybbHRrxt/fCMHM+romTQUi7Xj/PyfNJj/n9bRTnvfOJYVJ6zcj1h5t6gDKEPDozrSv7sYaME6WXMougKsdEm6NtI8y4u3rVb+7uMFMIGQEdFjBYUWjJZDXeF8bHL8l6zn33pKbuOmXHs6Zor8oRWqGQQJLg9FszLrudqyADjLmB8ZO7Oq5jfoY2CZ87WIOXyGHlQYRJnws9b3NxiT9qNqgpAOGkRuS2UGP3drVW00F91dIsOZyPIkUZS7BiKgwp9cYTaL/GPTamn8TzkePgg4WQcmBexilWFDuU9p7LCKsXEtzjhccKjQtx5bMW4nDuGwDIfEyMjWVJ3sRXXt6CsH1RBwnqzM7hmh63I4c/Y7vLRyVSJ2DYzMgKX1vdeHGr1jSM7/vXTt0TeiWSDO5XzsjJx8Gebt63zmgwonXfUPvGGwmb4ZuafDEBJfc6Ma7dYt/m7uyaae6y0zETDFXECsBEMmkcrJGeq5FlxyBPuIT4+fz1nywP8ahe12OtTeBe7p8m9NJJbi0YzOokpx9nQMCiBWZaMyoKuGmOrXdqyw5bRKCyrTbQ1SKdYHDQ0M7UhWW7GDacXjmjGc7rxKYzOojV7cj9txvu00xkicU+CtrjOEKTDGct4OmWfMar2yMYze0Fimkf4iP9PqXfv4ssFJLAE8Pzt1/L/8wX68F+h3vwMr5dXEE+fpQDMgNwtYiWlSvlGKc8rtD4RxF2KMIntHuNCVLDcbeG0xScXaze3NLdrnPUoIzE7BcXFioNvuYjbMbgyVuNV61FHLdxOae8TQ5gZ2kODfI1lb+9pDqo5E7nk99VruSk8YTFDNRWmKdE2VX2S82ysdnmcsXjpaUcxKymTZ4P0WFPTmRJXmJ4gfVvtg1pXUEpi5MYQmOTr3AmBTQ5ObgDQW9Gw0I5ae5aFY9zGSsq2Uu20emkrry8bgDLkimxXPGBr99hbzA9LDfd5PrbIsANwcq47p9ysUuSx/f/zlADD563HKS+misF20bskTl5Do7AeiAxs1/NYE/QySEmv3a1fR3ZhDU5a1+dzACldOZrGRS5M2uknrwCk6J0Ie6Oq9OdlypOISiLHTLgeYGWlD8Qy+r3Be/F525lAHpaouoNbK8Kqi+9vYmBfIluPPDXIBF58AiNqpGOSb6GSFJzoodI6urnt05Pt0mFbj+s8SsuYqFw7ytZhWoc+rBhJjfSCtor5IU7D7ZHkejFmKcp+J3IqRkxCgxEuVUDi57fynIskjZicHM+nlQKfVUBqfRyzqqMrYjtMdinFeAOk5BOe2jgR3dyjIBue15CTtFMuFC5sada/QE/0ZTQavVZlWSloRSx1ZyKqTVWtVkHlXZ+ILQMYEVgW8X7juBegDCpl24aKw8Ts85S/0b049OdZCjfYkKx/ZhL6mSq5LvZ5zl/ieXuFZbODb8eQFn0vFWKgFIkupiIqeeqArF30w/EeISVKCoKUgMRLlcO88cptqE2csTRjSQN9iygvpPXsBFcuoFwidYNKpWJrS5COUC0IPrYvhGkInaEdMJGLxqR8GpnUTIHZnQNMU9KMlrSTs1jRkR6kY97u8Cn3MN+8+xyHjwWuPLaDvbWKfJNVh7gwwl2u8FqgVgVy3iFW6XMn3ypfqQ1rCJm8ltxJg73b0Bw1HD2/om1jdlhZrZhcX3Iw0uiLI/ROEdeY2sFpi336DABRSNRuSXk25uKFEY2xnOpTHlXP87y5zHFxIcULxM8vvKRoYoZSSBNkZxydKXCm6x/nnIqbcOnxxA6NFQ4hHCs5ZuHHVKIBCR2KiajphIzt6LR7lluTSSsUDkmXfjolqaTFixYrfRJneEy3lsEDnH0BCfuXOl42AGWjarLFIchjk1cQF9i8Lmb+yRroiI2/2ZYKv1TueWs5cbxWcltnnjJiapO5J5t/l9EuDFQ9cXOMIZNpYyWlUwKpAzr1C+Pnj3+i3/2b6/fy37+xL/fHJ4icDamzV0NCynJzbRyqG/Jka5xYS5e7JJGWoeewxPdH7y0yfMK801zsBFSrKdwYpQThpI2TjBJQlYSZibklhUQnEzdRqAhORin/aJhx0qZIc+vxNrlR1i5NNJ62FnStp6sd1cox3i0pmgq90IxNJtEKjnXBp3iI226PSrRckMe9dK+go6JLn2OdyZMXPMhk4UhG80mmXCSimRNxUcqXqlWDKooGWYC0Irrj+oHE/R6wkisr2WWX/rwHSczklpApM9G/Z/B8LzHZ7Wt51EreA0xyanhvsCfibjPPM0XwqYIJpCgEK4dGfnGcB0w22rIkECLXfzc0x5Jh7RqtArQyXVfpmmqFwiM5kxW32OVZd6k3R+y6EoLsHV+DcgQvET62ZaST6E5hGoVsfA9OhqNvB3tBSJbs2ho+9n27G4977Xtuxs+SgInT6d/oDEyNMA1SeqR0OGeiXDmbuUgHyiKkBeMJQdJOj/HSY5LjbebHxIcLqvkEZQ3SK5rJWWx3APVyn0+OXs0npk+yd+V5rrztEtVnTrHPzaO0eGFxxYizi1DUmmKp0SsPPuAqiSvjJiRv5kwLeqIRi/he3aqjnXccHztWbUxgL41gfOpQ5R1Gl0eYgyrOP0BYdbR3a1ztEFKgRjXl3LJ7bURdKY5GlkvjYy7p29wqLnNc1rjeaVYgncQ0CuHAmYCyEiM1tlJ46ZFOYcuakCz1IU4FXjo66VkKz0kR3YM7FJ3QdCgqEc3bSjpKLEUgtXYkTggaYWjQNBR0SE7EmImoqcWKHVlTqw6rfATlA3uFRfh3AOXckc254AsDiHU/fs0FejFA82Kck3Pfy30qK8Of2bSprSLHpPc+EJFItyzW1vNDOsDa6j4uZm3qUcVJK85sKoiBTDJGbHc6klR04sIID6qJWUPqeh3TtvIir2S0ps2ZIbkV1MWJKvfKM+FP+VzGFsgktywsDNne26Rg6bO/SOB0HHucnjUJuFHw6Ycss4vRBn66mDI9lcw+ckZInidcHOH2C8RUo3aKVAWQ+ErhSxmTY32sEsmlQ1QafbeO7Z3a9UUC7wPzRVqIjh36pqV6dsXhzRXVYUlxcYTaLVG7BerSiOrbNB9tX8snjt6Ic5pJdcI373yMR/RzaOGpRNeX3x2il2IPnWfzgqdEXuh8X1Hx/SKXZY2JxCaz/4LYMEoacoo2fAkkGxOu67/t0RkzkhLPV57Viz8Am8ivkXGsi/78tGgaYWIGFfSXcFY9jEPTl8ZNcBjpqKRLAHOzOgib393tsb5P3Pdxw9wnL6IybiELzsSIu8y47fc49jOeby5zbPdZ2im1ndB1JaEdQZfqHnJNlNXWUC5HjM5iaGB5EpAnS7Bd5JAMqmexapyqsMqTs2O++edP6IyNrQfpcWUEJF1Z400dpbHKIotlXzUBcM7QrXbie+lMsgFwICPFV+S+t7Z041PODqIZXCbU6k5RLuNnGp2VTE7HNKM9mvEKLz32bJfnTi/y3+y/mv9552n+t+/+F7zxOxxvfmKXww+vcE+dUijB8avGrC6FXi7sJByNHY2OxzxnZE0bwaOyZDxWmLTZ6WqH1gJfe87qwK15gCPPC3dO2R2fsTNTTKaKolLoUuKsp2s9rouZYcVzCy7uFjxQ76E7DQ/dohl/kmZc8oHpQ7SA9JF8rLucbgxqmdYjBaaJKqi2LHFmQls1BOkjz8fHekjnFc4ZnhfXODZzRmpJKRsmckklW3blKVo4pmLJVK6YUFNiaTDUGE7ClGM/Y+7HNMmZthQNU7lkz5xxqTjaINwCrLYlhl/hePkAFLlpyLW+fXMCHsqB4+NzReGl7Z1tq3f8AKDkioktAvOJpzVrp9hcPcgKgvtPXHHC6ku+SGTqMeYWCcQvnkmcEek9FdGuPgwl1JkoqQQCyToIUbwoKMtzXlYjeBkXey/B914em62f4dCJUDWsqgxHk46DGnnkzFNdgDcdTdFHbSyfAvhAMBI/1n17zxdxJxTbIiA7gYbIEZga9NTgrcdZj+kCXRcldd4HrIfOBVorKKsWZz2+9RSrDr2KfPhHTke8af+TPGleydnqKmfNlGfKO0zkgl01ZyZXGOf6dOn+nPWLnmfjIhS+L9P30r6Qq2CRYNnpQBviMd42bcu/Ky0it2hQDXQD/52h0iBKy+9v/vaNZCRbS70BTByKeiNJKQIUnapkZbAUogMUCp8qZcOq5vlzybBF64S455rPYGS78gbra+dUVtwVM+6EHa67C9zsLnBk9zluDqibKcGb6FniTA8AREQYUXGTkohjcq6M6bnWRXByzoheF/TkWamiy2yuwHi1tmj32dhNutiy0XYjbdf7SGgFoDNIV6T3ZWJ7InEt8HJ9n5c9KNKdolgYiqUcgHGFK0ua2ZjTC/MYxucVjVfcqKf8lC940/R3OX7t+/gOPeLSzMBxy86ZwkvHqvCcjuI8c70ynKmy/+x7ruZAdxzueXSrqZYVem6p5pbZ9RrvA857fAgsWri1CBzXgb1lYPfMMZ1IRmMVwYwPUX0tA10L3fUlZr9id3/CpT3BQ+VdHjHP8dHRKY2taKsqZRdpKlOg7KYJmrICXccbunScbNkiO4NMigYvHQGo9SQauukCI1uWckwpW07kjIlcciwa9tRZBCpiRRcUc0bM/Zg7bp8TN+Os2wFIHisR5NzWt5N8ed2Sa3177nX05Y6XEUBZc0S2KyibIOV8z5JzFQ73eZ0vdP8QjACDRSH/TAtOEV0KG51SI9PfbpuxDUeunmyn5sb74qQmRUhhgevSs1EhAYb40+kkEUtApP/ZgxYZb7tPNSo7WubhJOADVscJWnrRE3Y3/m7ruTaqQz729PvnTBN2I6Lviwpw47HAzn5JsQS9cAgX8FoSRql9o+nBSQaCShLJe2OF2i0xbSTGurSrMV1AK8+qi+Ckc5GCcXbq+op38CECFeCxZ3f59umneWLnYT7kKprTSyy6GQs/wanYs81yPUXAEwGIGlSUnBAQ5JrOkxjzQCISr/kLMtAbRHkBjP1GJSofu1gVWQMYL+MG2hYxdC5XvgDqci1D37ZjB1h8Nd2XvsbGUpQb5ewmFL00Mw+NQ4vowqmEQoXoKRGBwxcmFA+NFLc3Hfk7ndtMueK2zQPokNwNO9z2e9zoLnDTXuDU7rG0E+rlPthqvfCnIRL/RNoiZvB0BmU1ptZ9FS6W7CR4H6snav0lFS6gUkZVXiR7D5XC4WVAGR0rGMrgrcGbBM3TNeS9Qsoogw1BQVshbYXw0dU2V1G8jAoUmS5C4RXlKgYQmsZQLAzlXKLvNoimjaDKOZRSmOkYW1W0ZUwLNk2JXcw4bib86t5Fmksl/tW/wltHkqvPTJjdBdVpTnajjPesENzQO5wypsFQYmnVGa5ccHXaxagPW1DYCWXrmD23IPg4V1jnWXWBkxqwUHeBZRvYbQI7dWBnZ30txbnU09xaoXbnVIclF/c0D0xqXj15jsPRDa7bkq4z1J1JwKPES9mfhzxiZWVITC4wTUVIRm9CVIQCOjvCOY3tqpR+bJHSUakVR8Ix06cs/JiJXLKnzuiCog4lCz/mbrfPsd3jrNmP50Q4jLSUesVdvZ+ca9eja2peyvHyAigJnJznPQKbVZMMUvLtX8zzf7GPGVZJsoV1NmnKu9hOxfbGsgiprJg4GXKLV8K6xxeJfPT3u8GCl3kNEIGKlQMinkqyXxfbBTJIijYQpIhksRR8GP84zaRFsusfAL74edbSSdiUykab9tyXz8qGzWN0XsYJpAqMiC+vXNg4HtmUzkrBMxc7zEGUZh4eayansUpQ1GvfmbaKizLEhVu3IsmsJWqnQLmAyRJlH/9pLVA2TjjOg/OBtg3o2qO1QyobScNKcPCxFW8tKupXvQe13/GJ8rVM9RkTuWBCTRWiI6PxkVvgCBRpEcs93nwO825asQY0OaQL1uFdUZkV0ErQ6XvD6WSATouNaAKApvLUZfRg6NQ6T6js1gZh5xG2F+4bB6A0aBZUNKGgJoKTLM/svSNERxVaSmEHt0eC9HlmibD+Xtyv5ZN/z6ohKyS1MMlfp+SEcQRLQVETJaN33D53uj2O7T5n7S51M8W3Y+T8AGkLVPLRyMoPp22foKut6YmX0ou1NFgOvv9DcGI9klitGIoDzFKn+VbjzDpnJ76eQTgTia9BEoJE9EBF9pyYDE5kZ1Cd6ZN9h0N4SVFHcFIuY+VELR3i5IxwdkpYnoJL6eezA3Z2H2NxQSX5dEE1n2CakkVT8QHpURc63EPv442jhtd8XLNzA4paIQMsjeN0NOY5f5E6FGiRMmy04vb0DjI4hNfMfIVxgdGTpzgb54jGRkDiAjRJaxBdDAI+eIpCoLXIGBAhBe2ZxdxaUV5fsnuww4MzyUlxzKPV07S+4E5QWFcgvGQ1G/Vk2QgUo6w7qMQN8gKdSu6q073BXgeEoPBeEXSLF55OW1qZ+DqmQUnLoptSqRUzfcbCx2ylhR+zdGNO7R61ndDMD+NuR7c0pmEhLfNiJ10+67nCLweW3C/B+LoGKPaX3kkO2PKluAcYwLq1cK89+Lq1cz8H2PPGts/JdsUk7lrXFvKtCb17ZKci6TVPTFZFt8i8AG+XdfPIwGM48mN6W+JUqcgL3p8s388/7t7ZPz5yIrrEGfHoKi/aAjXWSCk2FDwhMdlzuyRyGNY2/dnTIbekhiRASL34JJ29n8x22NrpU34Hm1GroE5unHWaIO9WMZiwKgKrwmIO4dkdyUHtuXqkqGpJXUX1U6cCo1YyXklGWlJogbg6Qu4V6P0SdbDC3FpRXF/iugVFEQmzbRv6TSXEtpVtPHIZLyL10dtcfKrgP3x0h+9/9a/zwoO/wvVdj5nDuF0rmrwInIxgqT21kn2mRSZinpeGnG9r+yqaxwbARNDiRGxHbXrdxPuySZ5OBGWIEvDcKssy2g0uTE/M3DxJiy9GG/11On6+fiunWrOUBWey4ma4yDyMqUMEAV1QuDQ1Kjoq2VDRgoAJKyap726CGzgob7YxzwPiGXAPqyUAS1nQCsWpGLGgYhFGHPsZn7cPxsA/X7Jy0S+jtpNocd5MEfUEVU8YLadMTnZQVvHhPznm7f+LRTjRVziGY93aSdw1A91Mo8wEfOAX/4u40L37b1qwDtHY6A5rO7AW3OALWlWEsmA0LlFXR9EZNn3wllg5cSNA+GgkltpPMqi+3dRXSGrDaF72i++wUiAtqNojlg1ivsTfuk44u407vY6vjwmuRVb7FMDOA1dx+yPsOC7go7OS8cmU0+WUX6unPHPpQb7v0nv54eYZHvy8ZvJMS3ViKB4RvH+n5bbb46nmYQB29BkPmOuMZx/l9mjFwW7LpQuCC5dHHNaXKT57gvncKUVRUxpH6x2LQYfDJnFQ14UepIi0AV0eW4Kbx8PoAo/YHarGc/ror/F7O0/z0eq1PDl6JWfTS3ht0W1u+URpuLYKs6VZl14wOZnSmRHOdD1HKLfgMmDN2T5WW1rhWBY1J8py0zQURQQYzplIZm5H0Fbo5Q4qVXTyc3Xa4k3bX/hBOPx8fv6X7sscX9cApQcneg0Ochulb69AX+6WrIHIFgXgSx69FfwWOHEaupRA3KbshsaEfoHIC7mVkRhXq7hQWSF79cD26BUEsEFIGoKT7QUGYm8d0uITHN8x/SC/efIWXKrmBBlwOpoNBRe5J2sDItkH6eXP1jtiDgLLckbQsNoRX5ONXeX6PdPf3/t9uM37YL2rj8cqftbhwlp2MK1jsOEF43l2qjkrHA+eeIwTNCYwL6FO0tnYypDYiUBLBcmgXAO4wPi4RWlBU3uK1tN1saqiU/iYGkwu3dxG75TVXSY3Kl79wISrr6h6ImoMfYvXQEwLjRlFUiXZcQCJw4RNoDnkrPheppzvB8v5nKS1ZDulVA9alVZmcCI2yNVeiKGRLiB60JNlzy/XkTOkVsKwpGQexszDiIWfANHUKpuhKbG5s8lk2QxQZAgb6uw8stptTXBdE8CHiqE2vY+FKDllwjyMuO33uNPtc6O5TO1GWFfEpF+n8c0UugLZjDGrCdViSrkcMT0ao2vJd/53MHaxihKUxsvQk1yHw8uAROAJYCKBfuikHaXsHaJu+fm/FRU77/7ffYJgU0lfakQ1RlQj8FOK5QxnNKUZRdM1bemkTxLg2DMNneknE5mMyJQ1fQJydaJQdVTUbLh6+wDpvWAt2JrgLChDcC2+XcSH3X0eaQoUh8imIBiJLmO1yFZTVss9bq6u8qnyUa7vfp7xJc+hNegzx8F1zWsevcVd8wwLP+Z6e4Xb7QWUcFwv93Fa4sQSJzqgY+/aBNN6Jq3DWw+0zFeeiQlYFwtRRgmmlWA8lpSVxCTLA+/BdZ525Whu1+iDFcVhxf6k5MErK+zoWeqioBkXPBMUy2ZCZyu61RjdVjgTgUpniqj08bIHdDlCwCtNp6NL79BDxSsXz49yEagk0OJNS1CWplqkYx5VVqKLFbEMTrKJHBCN5NoytpRShtD9uExf7vi6ByjDBdTpTdAAvfL2vr4jX0rlBEJvKX5eFSVXGepqDU6s2tzBRv7IOkunlrG//MPq1/iH4TvXRMrBUGkikaxfWOE3gMmwvZNHBjv+PjyQvtqUvjjCBkLiBoZS4rWIADB9tnUWw7p6kv9tSzXze8rvcej5IQO9M2cGJ/c7P9tjbQEe0C46cB6eSZ6cST412gXucnken6xOoWSrwqfWR/QyieqsNUgxSjKeW/RRgz6zPeMe6NNRdaVQSdIslMC3Dt86upMWdX3JtD3EHxTYHY0rYsXJFIq6TCqcMle4/Mbiv9Gm2/axEYL23J34+RW23NLbbjMM24YbJMxtDlN6HouIcfAv01FLRS11H8FQh4KFn1D7go6YAKy2yH8Q2zolLWWwmBDvy6DuXi+fe1+3B/HpO1ILgxOCUzHmJEw4DjOO/YwTN+NuF1s4rR3HnazT4AxytYNejTF1rDxMTqb89g9WfO9PxEVdWNe3aYOJPDJvRAy9TN9t1wcWhl5qHkn0Q0KYiJWTZs0x8Gd38KtTAIQyyMk++F2EUujlhMIoXKGxTRmlxsZGsm6QBJ93dAppC2Rn0ClVuWgMxVKhTyzU7TrPB3puDC5KoEO96Zorikk/Y/rFXcTdCuEdcjyBqkSWBaop8HLCanqBxfiYJ0cPc3uk2N1zlLVht5UUt1re+LyiuPJZDqpTPqxe27c7boT9WHBX4MoVasdy5bJi5qZkSq00C+ras1wFbBdQMrrRFoVguqMpRgpVJqly41icRIsDddxiri8ZHVSMdg0XFrDQS15RvMC8GOOC5ol6F1+7GDeQAIXqDF6NkuGejvLvLvJRchtIySwvD32kQWdcD1iGKqwMWLp6EpOqoY8xEANnW9nfJnsvnPXzOESzJhm/FOMrAih/+2//bX78x3+cH/3RH+UnfuInAKjrmr/yV/4KP/3TP03TNLz73e/m7/29v8fly5e/4jfb/dzb4y/J56T83vexeP+78BJmb/0Njj7yrp7zkYdHnLv4faUcwPPAUU9+NXFRzP3+Wt9b3s3tnDYR4v7b8L10otwAKNmS2CFRwlMEIklvwDcZ7paHk+L/6L8Dl1JPC9FhAvzi6q3Mtj6HT1UokZ3g8u0ZnAyqAhmcJDuCWEFJn8vKCLbypAv0UswspVUEjPf35Abl8yOD2MgpycfPi/WibGU0GGp0YFVGkFI1sfr0TLjIuGqYtXMO5xIvfB+YGD9rrBgBiNEApChBcTJGFhJVKeyiwzUO7wJSCaRJAKVS6KmJuUC9vb7HrWrU8wvEbK380CmYcbyKCadWhdSe2TxXw/bdNvDYBhD3I073mS0iA8G1f8c9nhuDVuLwNTcqVHx1Kyh/0PMGwM+0b8NKSS00P6x+A4C/zn/APIz6tk6HpknR9Upk7omjEi2ViG0ejY8sla2K1/2yemBdPQE2wEkrFI0wG+DkjtvnyO6x6GZrVY4tY9XEVhRnu5SrcZQJzyvKM833/kRA3l1G4qhbe5mI8YhgNMpoQhkXL28EWaCUzb+cCuj0pf6u/xZUkzx0bEeoV/zxP/MR/OktfH1KaJcIZaAYE+pkp2sKhPUoG3kSpilwpozthDKlIEvI0uJcPRFpodO1QjcCcbaE5ZJg23UrSQ0qys6BT4tnMUI4i1KGYCZ4uyC0S9zpTaTrEIspQikYz1DNLlOmNON96tlFrk8f5OZ4wu7klMmuYzRXjE4C1343sHtsePCBm7xm7xbXzZQXxH4iTUuWokQpT1F67h46pNdMiCBFFgq7dEyWHbZNm0YJppBMDkv0RKOnBqFkNIps5tGDqfbUt2uKWyvUpRGTWnFQepbqhBP1AnMz5tnyYRqIqhzh8M7gbLxOM8AwTYH3AZPACdDTvGMVTeJlDGnsTKx2KLte/nNLyDVVbwA3HBmYRO8Z2XvSeOXXTrfSI+zXCEn2gx/8IH//7/993vjGN27c/pf/8l/mZ3/2Z/kn/+SfsLu7y1/8i3+RH/zBH+Q3fuM3vuI3a2eKIGH8zt9g+b53UX/gXYS0s7/zu+8i6E1lidrKBbhf0ut5YGU7LO48o7YhMGlTZk5rAqcj30uFh6X1ITAZMvVzfHp3TvUEEQOdAGTf+/b9Ql+60D+/EmvughUqVVmS30Yi8xkXo8FhUEFJBm5icF0O/TOGnJpuwKWJDpyw0IqFTGVqMaZDxd2msFGSSYcJLkZ6B99b22fOyZBM6weg7qRcV2WGXiJGOhaqY6k79pPt8jeddFwrPomV0bvg6nOaay19hgZA0AI3APhBgh8pghEotxO9Tm4t0Sct3dzikpRZmlg5MdkL5coYpMDUDj+P/V37zos8/cqOZ/ZbyhS9vn+kqeqYgGy1BwKNPr8dt0mApncG3iZDv+hI14EPAcsm2XoISIZGZJAqNyJdXyFgAftVUvH8YcwbAJ8rDvk/8a/5v/ODAPy18Kc5DoepejKmDiUurFOCp3LJRC6oRMueOGMiVn3uTeXj9Wy8T+eI3v13Q9kmNjcmtZI93yQqh2IA4FPugb5qMu9m0cukmcZ2TlK8mNUE3Zbs3TykOiswjcSceeTRHJYrwvEdvG160ihKI2b7sQVTlmALVGkQlaKr0q56SHY3geBj9IfwAl27SEQ9voU7vYlf3MHXR5HvUUwRLl73UmmEKRHzFVqNqdTmkuK2eAqyqSgXM8rViHJZUp0VjI4E8mSFf/4ZQj3HL+6CT59DaoQyEZCYKgIipRFqiqqm6UWSMeLiiGBXuDtP4W1sVUgzQe1cQV58mIsnVxmfvJbrZ7v8o+nn+M7Jb/Ft+hlWpeXyTsHhr50y/cCc1ynJGx6cEA499mDFC495TiYuxo2kVf84vbQtNLPRLuZCxQHQ3q37CA0hBaqQjB+doS+OYb8kTDQGKH/3Ds31Jfa0RSiBvVujXliyd7KXKu8tVC+gjeeZ8YMc6UOWegdXzgne0HUGv9yjbSrK5TSCiuUIIzWKqPARbu35ldt8zgSEE31VpR+NxsuSzpwHTmJ1RrVDR1/6JOygQnK4dXT1vX//lYwvC6DM53N++Id/mH/wD/4Bf+Nv/I3+9pOTE/7hP/yH/KN/9I/4ru/6LgB+6qd+ite97nW8//3v5+1vf/tX9GaH8uFtKfHhG3+DO7/7Li694Te4+fvvvEc9kv/fm1udEyn/xUiNh+AkBvptLt42KSWGoV/D0buKnrMb1vgepGg2P0CfmxDiAlf40Oe3qABSxF2vSlyFvvXTm0r5Qe5Nlpdufq6hsdqwQgT0+TuZd5IdMq0U1CLGweeS+fo9O0qih4Mh9+tDb4KUAUoGTLkyY1UEPwul7pFcNsKghKcWFitaWtlSlYFjY/oKzdO7cPvxlm/9REF5q0PcWsWcmUKid4qeX5N9U0TKn8lBYkKJdSx7Uj4JJfpMDypNmOiYmHyhIpSK33+85TcOD/mgey2Pjl/g26qneKWxXLlp7rkOzuOfZmO2dtj+OafSER872LkT+sdEKXO4t/IycLJ1QuCRrIShEypa9YtktjQgZJ3XavxKxx/WvAHQpLJBg+GvhT9NnYzbtXBM5JJ/qf9vAPxA89d7Q6pKtEzFMlZQsJQJaJvgtvhCqb22dZ6Hm5PIe5E936ShoMHEAE0f7chXbkzTjbBdFeW4XYF0Ra/CKZfjXs2ilx4xbyI4WcwJ9YIw2L0KKnCO0LYIKcHoAbdjHWgY1GDBApRL3wfrwLbxOX1HOM/fQg6WD+ej6ieRcCMZ1/Sqotw2UJ1BdTrxTpKnSd0hljU+gZNQn0aOCRB8i6z24tUoNSIBohiENKiueIdIQCW0S3AWtzrCAd4uYqaOUkzKB7loLvPEK1/PoT7moJwznt2htI6DK2Pk3Zr66Tni1go10qip4ZEb+3SHJfWuoBkHluPYwtdpLXalQJfRwVoWqt8Q+UFiMkoQJhq3Y7ATwcjuM9otMNeXdGmT4+ct5VIwqSXjyjE2HQfyjB19RutLvFe0ssI5j5cWbysYtFqAXp0lHBup58ELMILg4+9Ohb4KkmXKUkV7iCFwlT662ZZnOoKewdrpKtW3C4WLSqLGbvoHfaXjywIof+Ev/AV+4Ad+gO/5nu/ZmGg+9KEPYa3le77ne/rbXvva1/Lwww/zm7/5m+dONE3T0Az6nKenp/d93bypW77vXSA3KxtHH4m33fndd234TWwDlQ3Tti3CbPz9XuAwdJLdbu1kXkanonR4SIjdHuvd7OadOkQDKIfcIOHl+3JJOVYhfO9WKcPg88nIIfABjPdUSQ4pQ6AIvlcavPnwg/c7vBtj8f53nXu7H4CTzKWppU5VIJW8IVKvFUUnFEWI7z+/96pby1xzloOXgA8xbj4Bn6Us+gndEWPD80KjhGOiak5lQ1coPuZfwdyPmeolXVA8xxX+yuP/kj9aG8onT2mfPkMWCnVQJSt8FcPgRiquLC7AYEIJLvRBgt7GyUYogRzFHQpS4KaabiRZ7MG/Pdznny7+OE/d+Baq2U2eOvg1/sTFD6K8xWp6Ofn2iMqc9bG8XwsmXzdDkvS2EVx8jNi4/zxwkqt2HTJi0rC+3ny6NrfbTS/FeCnnDfjS5o4xDf81/xtKIr8kR8rXoUSLjj9l/yoOzSQ5YU7lsm/rlNj4L1iKBE42WmipOzpssQ4JyVlCvJBFD04Woeqlw9kIa2mntC6SYYPTkaDYmZ6vYZoicjWWHrG0iLol1CtCvdwAJ8MhUotE+OgSHX0zovGaM75fnDJ3QXqBtH7AAdEgNdJM+Le/+iP3Pb7D8R0/FRcr06xlz2HAZdDWpIydCLRoLNR1JL/Wp3i7wM1vElyLnl4mtEuCGSFyVaUag1Txs+UWkHNI1+F9B3Uiz9ozfDsnuAiujKlQpmBmLhNuPsbHijMO9484qBaMZzXX9mJYqLy+pD1qWL6wJPhA9fQZ5cURk4sjphdG7B+WNBc0Tkd1qGpC5P0MNjYuxWl46ylXXYzosD5taqF+qKIsFUZJeG6Obx1ubhndcewWKq4l2rNUSy7rWyzdGJfCK61wOFfgdQtN5MlEPo9C18kvxYY+rb7/kptUJTf0oDSf93zRCidQrIErxGvFLEnXRSZdZRNPgZAgvYrVlPYPGaD89E//NB/+8If54AfvXeiuX79OURTs7e1t3H758mWuX79+7vP9rb/1t/jrf/2vf1GvPQQUw9uGRNhtibEYVAry359fPblfq2f9cxuY9LJiHVGk1evFG+7PGThvZJCyfdvQVjtWCAb/XMx38yIeACmGnJQOL6IjaW4FVfaLfjv3yCTj5BU27o9tKxldONHUmB6cbHyGbAu+BU5KO3SbDdgkwbYqkm6P5XjtBZEASvangOhNoXHM/ZjfPHsLSzvFeRNlmKtdfvLhhgdf9fO8/nMjxHML2rs14qRFjdJuZ6SRUxNDBZUgtI6Q/VGSpbXrok+KkCL+VBJTdzAzuEIwPwg8fdXyTxd/nKc/951cevpRvPL80quucufaPuML/5rKhUR4jRWuyvm+ijK8VvJCNgQTwGba6MAx+J5ztn29hc3bsgfLsJ0YQbHrY9aHj30px0s9b8CXNnfMfI0bWLg74ahClA53KLTcPKaVaJiyohRtT4wtkmpnOHKK+DYpNrfpcnsyu9Vmv5U5kfsy92MaX9L6AheiNXnw0QlWhHUVQqUFSNroT9LLfm0b2yFuoJ4YtFmCcwiTFg0fFxjpZSyzIvuFKNupx8etP6NQuuecfLEj7uDz4mYieXKg/FBW968pmqjOCbbFt8tYOXGW4FqCbwiuRZiorhKmiu2kahQJHkN+ipRgSkQ1RaxOEcUEFuBWt/BtIvbKxC9SiktPPsp1U/Oh4oQL02Oq6ZO8Zl9gLo0w1yvao4au8SznHce3WsrPLyjHimqvoLxQMXr9AewUhFLFytSiI7QO30ZQ0tWOrvV4D/rGClkozG6B3C8IUtCMQe5pimWFPGlwtzq6k5bRMwtmcoqXmsZYamW5Ut1hYSY0vsCqeJ2EwfUqvOzN94ZAYr3OxRgY4WD4tR4SanN7v1d8pbUiG/RJ61NAaQDnQUmEicpG5WJlRiEQq3tVqF/J+JIAyjPPPMOP/uiP8ku/9EtUVfWF/+CLGD/+4z/Oj/3Yj/X/Pz095dq1a+c+VtqwYcgmcgsi9U4h/l+RWenxtvvljWybr51n3JZfDyJXww+ASibFdio6fTY69KTONXExPs9wAhuW01Vfnpc91yQ/JksZi+AwwTPpXAInQ/5GKi/LCFbetnfvAvDbd9+CcTCpv/hFR/oI+mIGTwQQXsaKR64E5M/WCUXD2r0yx3mPkzdnFWxfPSm7SFodNRLtot19nRQuPhFjGyVYSMPz4ZDbfo8Tv0PtC5pEZszDhfhGGl9wsrqAXe1AM0Yvd5ic7fIBvo//5hW3+a/e/jtcPZrRfGjF6m5UAUglUKWK5NdRJLAF52Pa8aKjObMc3257XxSAomgZX695aGooXECNZ3RacHMiePoz38k3/fo3U3zyBfyt53hgcpH28f+S//zPfBPfvvcbXJDHVKLlgDMetXc3QIoXcKZjm2y7YlQmYma2V48thnurJ1myujHEvcogiNdWmQINMwiGzcrePc/1FYyvxrwBX9rcca1eYEq3aWsvoq39VMRrYnhtlX1bxzIOTeJPrRG+26p05TG0ph/m++TKyUmYRmCSZM1zP+55J60d47oykmLbCp1kpdFJtYjurza2X0TvSzIAJ0r3bRBMBUr1FZQ8hPXopcSbtTMswHv+/PBRChjx7r84QgDSVGtOyBc5woA1LFMGUARbmqLRmEbFykNWCtWRfBt8i2/nCFXEf8UEOdpFjnYQ1QTGM8J0EltWSsbFMpOCAZRCuQ58h18d0dz6KK49oZs/S3v0SfTNBymeexUX6+/nwmfexI3Xv5qfet3r+bUrv416/H/hDYeSh/euMJsawodvcXZseeJZS20DRoFRS8al4KGP3GWya6gOSsxugVCS5taK1d2GxWnHYu5YrjyNDcxuthzeqNm/tWLaXmIkd7lzLVbrZVehbiwJqWrT/foLVE9OOHjlLrPHpuxfC9x65VNo7eiC4vO+ZBmiF45c7VAsZkxOdpjeHVGdCPTN+VrqKyXBaJhVQDzXzgzaw3btTqvq0Ldv+k5Ban8LHzbBSTre29lfwgVE/dJy174kgPKhD32Imzdv8uY3v7m/zTnHe9/7Xv7u3/27/MIv/AJt23J8fLyxG7px4wZXrlw59znLsqQsvzhpUvHd7wOgec872S43SEg5JXHtH4KT7TZPBhznVVJgixA7cFDMP3MFBdbusJ0KvfLkXnDyhSspCr+RdpvByZ+V710/6MukNH/bwRfX1hmOyds3yYl3fvddsdoRBN928IGN+/678N2RzDtoP+SSeObNZO5MHl4GfBAbkmcvNs9HrpjMk6th4wtciDLQPFxQ+KAwuiZUMkrxXIFtS/TpIc/Zy9za77g6UggV04qFFL2MOPgQS7Gt66smdtnRLB2nZ55V46nTulSZaLpU31iiD0rUYcV4XrJfB8zlJzi9/GoufBK6O5/HP32Lol7QvvOtfOLxm7yu+gwX5DELUQ0kvvE9tHLTDyPzE+IxkFTYBDb8uW2d/pjmqohYq3iGM4gcAOMy2HtaRl+t8dWYN+BLmzu+e/xB/mn3DvDwI+o9/MPwnbRoOrFuS3YDUJaBYQ4HNIPNw3b7bWi657dAXuZNudSezJXALmi6oOKu2Bc4n4yxOgNd0butxsyb6I4K58xZiTSKqSIwgfS74hf+3iNf1LG53/iFv/vQl/V3v/q/F0SpkOGV77uLl64HKZ/47gv94773JwK9G6LSBGeRqVpCJuFWexF0JYKsKApCNBmJj5OJ8Oc8GBOrK5NdpK1Rq8uIlK3jXY2fP4NvT3Gr26i9h9HOcZlHgD/CZ73iva/8KFz5JIX1PHS8Q/XcnOpWgxSWuoOjGiZFoOkCo9sdTe2ZrhzlcYuuFM2ZZXHacXLccTz3nKwCdQcH1qN1x2jWMLq1Qj04ATROh8hfuTBCJ4DSnETSrCwUZqTZnYw4fLjhUnXMU3LZq8tCGBrdGUwjkY1bV9YApER4D1WBMGsDPJfA47qllzbx1iepelr37qfky3EIfWL6V298SUved3/3d/Oxj31s47Y/9+f+HK997Wv5q3/1r3Lt2jWMMfzyL/8yP/RDPwTApz71KZ5++mne8Y53vHTvOo3tlk+vBBk8Zru9MxxfSjrxtr8K0FvWZ2Js9DlJ932FZ86k1sjXylDdJvDbuA/P/5l/xk/wJ9YckXQW5OBs5BBD5cOG9NvLaOPu5GalKeafxN1AFxStL+NkngCK9+sFRQlHYaILYkdyspzeYSKXkXkvBa526EKSE8EzATb/ngMEm6VjMXcczT1nTTReAqg0OO+pj1uquw3FaUt1UnD5WPHo5c/wzJVv5XD3IL6H+Q38p/4ND3/8r/CZC9/CtWvP8Ur1HBfDSVRVDTgMsbWjUsR5BCf9bl5AR8x9aYTpw+k4p4qSny8umOtK3fAcDEHKi42XErh8rcwblfOgOn7avYsKiRIBR5f4X54S27e+SroIsAfgZNgGG7bhztuArIFJbKdFUDIAJqGkDiWNL6MRmy2j10maaEQ6/9J9EZWsXDXpKyhqo83zhzm6InJjgvd9myePIAEl+fn/5yXe/RdbZDGOxprK9ABFmBGyGK9JsVLGysD2Auol+AIBCDdFug7VrtDThxCqjK0eV+PaE4JrcMdPI5RBKcVleQ34Zn7p4h+j2mmZXfkMe48UzJ7dZXZjBZ+pqXTERHnJWLUBufR431HWHlNI2tpxeuq4deK5tQjcraELIGVguvDsLRzdSUN5ZvFSUVdQjAXFzKB2C+R1ibOB5rhFFktGuwXlQcF+HZiVK6ZySZGyb4LT6CZV12q9bv05F8nRLsuxi2hyZyVSyhhrgkQMiLDChf5fnuyEjecmc02CEgmMvPTk+RcbX9JVPJvNeMMb3rBx22Qy4fDwsL/9R37kR/ixH/sxDg4O2NnZ4S/9pb/EO97xjpeEid/93NujqZhcl6K259m8iJ5Hhs33bz9+OM57vvxz28q+LTyrMrZ2tmXFwxEXoyj/zHyl84ychrLg3Nb5WhlFHRG3nt77xn9EvIf/t//3mAnBmPgF6uXNIaQcndiLMyYknknMBsqKoqHqSQaYeMsD6g5aOrR2TOWSEzfjtJuxcmN8UBvfFSUcBqj0Clcd00xvc3F0nbeajzNqBeGworo8AtbseogVFIB23mHbaJ60XHqOTh1PnwTuNKJP9p3pwNUu8PCxZXy3xpy2qJVj91jzzkd+h5968FtpH/ouzJOvxN7+NM3t32P3Vz7OI+O385Hd53j3wQd49WK+4SRsZfLDQfeLo2LNR1I5oRoVj6wAJQIGhx/44cAanOSFEWIla3hd5ccNR67ebRBwX0Jw/Ic9bwB88vm3Uu2FJAv2SfrbYUUCKtvZV4PjlYcTAotZg8BBkB/cC+oa9Aa5O1YEC078Tn8tn9q9KCnuSnAmyopTku95IySlWbQqNdGDRCooUiUpK1vUFwFs/gBGe3C993DZHv/mP4uVlnf/TYvY20X6x5DOgW0GC2wZP5MpEFUFVUkYG1wVjeey4kR6iRyPYgihnSKWe+iDi8wm+xsyabc6is9rJrGltDhDPn2DK8sDnpx+P//fb7pAd/kfs//YJ/nmoz0mt5Zc/dScs4XHpFRigMIIpBQxCb32NLXn9MxxtAjcXARurgRHiddzyfnYHek8bpWCekhRKFUgmFQdUwLX+fgaN1fIQlJNDYdvGHM4WXFBH1PKps++icZpa9lvzFRS9MZ2EFVcZ4voClwWSGuQVWzxARvWEkAEM6mFk4Mjowosmb4Z2b/WPd0FJejESwtgXnKY/Xf+zt9BSskP/dAPbRguvRQj6Pt/+OyNIl6kYnLP832Rx3KYSpwdVbMhW8872VpghyNHrNv7FMT+vPjlzRu+2nWzL2OM3xlbPjvn3PePu3dihEIOZK55kh8On1x07WDulCEwLGRlt1njA7Owihe8hEq0lKKhSy6frY++FS6ovqpiZIsSjkrEpM7Xjj7DBT9ntoy23fqgQt5tkFtEc289XSKddV3knFgXlckuQJNtpB3MbaDrQvRIyXI7HdDCYcoFtx8+4YHXvI4RoJ6+RPvUb7Hz9Ov4/J3H+K3917FX/Q4X6y4qrhKJmVTt0HhcDqdLkvNtublLKhwgKVE2QUUGvh0ytS3ic8Tn/8IeBX9YVbuv5rwB6zToLOeOW3UgHfNBa34DaGwr7u4HTvJjz+PzdMg+8G/ux8z9mIWLsmLrikiKTdbiAEG4nlPnlUv/Ukuy3zBJBHzFbZyv9njhFX/0vvf9sf8+oBuRHFYrhN3pjeZENmozJi66Rkc+hdE9OHEm9F4ckCW2AtMo5HiEmpZIY5DLBwlnx/jFSZQx2xVq5zJy7zJitht9YrynXI04a6Jp3tJE+bCZFhxeKthtPYt58kWSUFZb10UXgzyNClQaZiZQyugoezgWTCqBSU7UQHK2FjGBfOmwA9+l4KOCsJtbWLkUBhrnmDLNcSI5ynami8fAqAgeylRFgo1KCrYDo6MUXIneGyWoKDsOnqjigZ5nItKHDUZH0GN03F8r0auWhpzQoCC8tE73XzlA+ZVf+ZWN/1dVxU/+5E/ykz/5k1/pU98zeiXNVmsmz9Gye/Hq9YsBki9Eol2TY9dusZu8k/s/93bE+ldDwvmHORQBgkMhcIR+sldbO/zerVTGzBjU+Z4gxoMTgZlrUDJQyo6JqJmKJU2SZeaY78aXnNo9Fu1ODNRTK5TomOlTHldPcm25YDIvwFvk1GB2i43XCi5Ey/raIVsfQxOHn02AHnBjWg91HbkqoXV9P3GHBd+8/2F+/1tbfv/SG3jk4Tcy/egDtL/7b5HP3uTgqdfwoatv4jWzp9mTN9bPH6AIniI4HPaeHch5oCK2FzwScd+LOu/c69Ry0/jEE0p+FAMglB2Lh225IWH7qzH+IOcNgHoLlKoQ+iwis3WMh94yCL/ZzrkPODmvJZbPQX8uQkkTShpf9J4nzhtCnlwAZAqm8BCkSzknaUfb++qLdQXl63h0VUaJMjo2M42L43DkNoOJbR1vBHa8BiaucHTJkCSDuKGxWDXbRdU7qOVF1HyFSr4xmAIxm+EPpn2ryJZnSN303xGvQe4WzK6Oolz4uEWmtceM49LpUyJ6Vzu6LoWMipjJA1AZwZVDxWxHU+0Y1CiSe00bn6dYAscNfhXN3bK6O/hkd9C6FF+x/s5K6RDS0pU1tmyox0VS4kRpd1LQRw4KrEnEtovA1kikBb+9Ex7OfUNHYmvXIFHKWMEzOj1+DXSyEdxLOb42GpVf5Mgk2Tzq977rnt+HUuIvxDE5D5Rsu8bmsZYUr4mxVt/rd3LeDvR+JNmXWsr5hzWM9yBlqprEzz9MVwb6LJ48vITsqLwRARJyPk9gR3QUyjP2LTNZsyOXzNW4r6RAjAWfdzOcM3ilcDJWWC7p27yqu8mVU0G1BKRA7BSYg81Ss28dofV0i46u8Ujp0FpgFExNfB8qBesVMlBIaG2gazxubtHWI7zm4e4uP1j8Ct938Te5e3HKz7z6ezm6+qe4/LvQPfV7XH7ie/nEq17Ph0ef4VXm9kDFExdKExytUH3FxCU33u3RIXvzOwQbOUvD3T1EU7J5GN3zHLoHJy7uyrCUok0k3K8uMPnDGkN128/XbwXW1Top3LqalYeUL+rgq0PM6snE2iGgG5Jth9WTLqg+xt76ApuIsevXdP3P0IEzFtltgpAc5Cls2tl+HQ/XpyxKpBHILcCVd+XDwMOgPLbq6HSsKg1Te23Z4NMx3FYOjc5iPEA1n2HOLoAP2KlitdvhirjtP7twg4PpdR6Ut4BoMVJdGjH+pn3CqmO0Gkq5swIibXDmluChrDqmy3XYaFEIdi+WFLO4OZJT0/+t6kCvPKyiPDlkHyYf8Jm8P7foTqBCrLBqOpRwSOlxpqYdLZP1vEC4Cr1UCKfXbR6l4k+5VjwJ65GDtac3X8vych8fF9qWHC0QD6qKnBZjEkAZEQatxKgS+kNU8fxhj9WvrwFJPqjld74vqXruJc1upHOew1f5YsZQtWOLdRBgztrJ6cRwfjVguPhmWWIOB3y5jJits9lq2Egm7kFKcr316WfeEOaKi19b3wMcelDe46QHOhqz4NWTuyy0iv4rQnFixjxTfJZnJ5d70DKVS16vnuSRux2TWlGPgYdLzKJAXRr1bHV8QK0c1B2ikJi7DeZOjbnbojU471i2gboLCaDEHVFVxl50d9JiTi2mLbhSW17RWi4dr6jqU/7j3f+BX/ven+Z/uPlvmH3kCJ64zaPvfwfvaSse+qYbvF49w56r127AmSeC7/kKwEb8gU6gJZNl422u3833bZ3EeahDwTyMU87MmqDp0H0wXiUaJnLJBXXEK8QLQEMV/B+IuucPcvzi6q19mGI+ot9X/Ra/uHprqjElqXv/fY2gu2+jDWwBhsem2KppO/LfRBVaEwqOw4x5GHHidrjdXqB2I5quouuqNUBRSXnRl4MdNJMNl1CvPL/8FyB+gjL9+/od9biNabxj2TuYxuC63M7ydCYm7+bj4KWPQYTaEqSjK2uCsoSiRo5OMKahUDVjM6eQDfvmGBcUCzfmqD1kUe/R1VPkci++hnCIoAjCsXP1E3zz5ONcDCc0Gm5csqzGmtm1iz2vcdtnSyajttHCMXnyDHe3xrfr9q8c6RiNUWkYKUKp6KYaWwRsAaMj0QOW4AO29T0vrjmzqKfPuPjMFa5N4eal21zWt7mlL7DUE7pqgQ3ZiC8mRFcnJcoogo3Vkx5k2BZhilgNsSUYveVYRXqeNX8l/11oG7B1UouVUI0R4wlhd9xXtGzpcIVj5b5Gsni+Vkbznnfem7FzDin2fpLi4RhWXM7L3un0muCZLd/PG7lS8GJtn5fTiK62m8d3GGK4nfgqQwQjGZiYbLXs8+0C3cWk4tirpSfS7swcq9KxLDqshKWpuWxOeUxd7632NZ5JaDgrQc4crQmMx5LRWDIaaWQXNfyyC4ixR9Yavep6F8i8k+k6GDfRyyB5E6FVjE83pYzlWudRXTzXtYZl5ZnMFZduaN5qFvxf/th7eNj8MXafFFRzzcHTr+IDj7yRyWiF5CY7tL0MG9bchbWR2kBSjdog0mo8jdCD+9QapCRQEp/rXnBy6nbogmIpxnRKoUVHo25TYrFCvWyqe3mcR1z/5eVbUKyvw/gYkThjbJDa16XV+5jkpTbQ0C6gQ8bKCYqFn7DwqXLiCkJQ+LTSiQEI6b81Tm6Ycb0chy1btNU97yom7voekGQw4vtWVwy582VNEI6gLegWYRq0btgb32SqozX8ZX2LC/KYV/McCs+pGHFzvM+z7jLP28tcrx+gthPadoy3EehN9JxKNDgkCy25PfU0pmM52vwudGpN7i+soGgl1VIzNTuok1G/6QHASMJhha8kQcsYvloKOu3xEupdyXS/RO8WmKOGcKdNBYxA13rsomP6fM2VwxHXZiteOXmOG+ZCJFcTAVZuBXrp1xYaqQqSQQYk0770GYQ9hyySk6M3boteOsFHhRjJKC+MR3RTRTv2dJWjHrc401F3y5fk2sjj6x6gfKGRwUpuD7W//M6N+zdcabfaQsPqSW/KljxPcv4GsNG6GI7vnHyQX16+5SX7LF+rY7uttV0p2bjdD3+mfm7HIB9I9AZuo6WkqEGl0D+A6USz3AnUVaAuPZ0KzCaWYnzGQtbcUrEC0QjDjapgqTtmpWdaecZjwV6hMa3AtALdClQhUEag9ititnF6r0bSdYGijkz9Yfr7aKopZgZRRJa7SjEld6uYtFxYx8EdxaNPGd7xLe/h/W+4yPTGG1F1YOf2jCeOX8+uOmNS1HjmjH3b85KyJBXogcbGSLLjLrl3xL+5PzC538ipvXpA468xKFGmBflrQwXyUo4MRP746AO8ZxG/l/d+d3MHf81R+SHzm0Akg6tz2j69/DisJcduUM2qQxGNBpOk2G23dgZ9ZSE9wUteeMUf5cGBNDsuQF87tgMvxXDGbiTnxoqJTZ81LrpOW4KKizDS41UbJYXKIlSHUhata0pdc7m8wYE64oq+zcPiBg+5Ix6/Y5EeGnPKSXWD56uneHZ0wEfNq3mmfZDnlw9RiykhKJTo6FCcijE7qoaqxSrP7YmPHKTBqTfeR0dsD+PWM5oIgtRUM4VehehJkig23UThStHb3NsC2iKuIYudQHWpQl8cYe42KL3CtwHXBZQmpqo/dcruhZJHdhV3yxe4Uexzy17gtLhI6AqcsXTG9pWnzYPsYgWEGHsQ0m3bBn4otfakyaPPOipT/pGKlZPxiLA7YrXbsZo1NOMVtmzoigZbH3+FV8Xm+LoEKOdJiF9MSnze3w5dY1/s8Rvy4uR5kqsnX26F5OVWPt+eN1XPI1mDkTyG6cUZpGRgIkMEJrqLAKJcglkE1LxDLDtYdchLI/RKUexKqkqwHHus9twYQy112rUaagydkuzIFarwzKqGPdvhZMeklhStoKwlhRYYpZA7BkH00CxVZNt76+kav1F2BRjvF5idApX6ycIFxhZOCsGNsQIcqzLukB43n+Ujlz/Ns998laufucToRBNuPsbvmSWTvSWP689xRRxR+a7PYmoGx3IbZHRBJdWPu6fKUofi3L/RSbasRUcXHEp2NPoMgFI07Koz9uRZUhFFPxYvXmI6/tfIUCHwnsVbegC9Mfp5ICqsCh82vuNF8MkiYH2jQyQi7dZ5ytyTULLwk54ca73Z8O/px3k5Hmn41OrY9hH5eh9+K7F02Lrx0vcpyMNqCcKjqzlKWZS0GNVSqRUjteSSvs0VdZsHxG0e7u7yyNzyyNMFo6OAnQhODwIHhzWz3eucmAmNKTk2e7R2HCkbQbPwE+7IHZRy1HJBLZs+gTqTo3VwTEJD5Tsq75gUnnEZgC5WapcS3WpUDkFNqfAh0QTaIrCocssqUF7U7D62Qzm3jJ5boOr1fONswN5aUX5+zpXZDq8at5wdPkE9LrlTX2LpNL4zdEWFLVu8mSSPGLmG0jZ70ehEmnUEeS9AEabYkKf3WUeGyDupSsK4wk019W7g+PIx9WROOznDl0vQLX55/JJeI19XAGX07VHqOuScCA/me9+H/aV1ZeQ8ron9pXdGy96tx+RwwPMs7Z1ee57U1drzxMnzwwC3x3sWb9mQDP+Q/s0v7QN/jY5PPv/WPhTRyU1PqFw1Me5eB9uP3XxrHw6YKyXSb7ZxVBe5QqaF4syjTiwsOvzzc0LrUYA4rCiMwUsB49hyO1UFbfKdcCiedZeAWCHYE2cc6lMuyxPUzoJp5Ri3glHjqRpJVQsmskDvGNRegVp2qIWluDLGrzpCm/N5kv/A1CCnBfLymDAzBCXYX0ga7bheGX57d4/T3TE7LJlQ86rZp/ndaw+yc2eXvSc1j34kRr6/59ohT174Pd4y/ihvkE/F58ZT0tKlVGiNuwdwZCCSR3Yn3bgtrE+KFo6Ktg+/08KhzBNUWHbCklGwVN729uwAq5daL/iHPL6v+gC/vHwLZrAmqgDv2P0gv3X8lnWeFZljEBcIQ+iroLP0XMPddAzLVChC8rSRveHe7bDHHbfPnW6PY7tP7UY4VxAGIEQMKlghV8u84urnfg0pd+jKmqfe+oqv2nH5gx4PfvyjyKZCehkDO9MI0uGMJWhLEI7nX//m/r6rn/+3fbWkMEv2yrsUsqGUDaWM13UpGh5Vz3NV3OWB7oSH5h2PXDfM3n+Mn1tGU4P5pl281JyVHcd6xjPNA9ydX8GvdkE67qwu44JiXo7ZladM5ZJOKBYuutt2QcXvDh1X9G2masWuXrBjlkyqhpOyZtx1jNs4/5VW9BswSDzGFCh7UpHS5z13Zi2X9xQXr15hf25ZPb+gPbM4G8my88/P6eaW8UnL4yf7XHxlwyMPfpBuX/F71Wu5Xj5MU9Q4bRnNR0xkSUmFSHLtUKeoAqnXbR7Xrb1mlAKf7qtGa5BiDBhDqArspRHNzLGaNix3j1jNTuiufpbZ+C4PlTc50EfsqlPk2Zz/z0t4vXxdAZReqbN1ewYnwodz04iF/+JLo7laklFvNmQbVk/68McBWSqP4SbnOydfusX818PY5t4MP//92l0QWzmFlRuVkgxK8vPE7J8EIH0y41MCMYpW2Ch5j0GQ8lD5Di8ljbDUGK7IO8wZ9YqVjmglXyuJNB7VXxOxDltUyRtAapQRiEohZUp2bVMSbKr5i6kBIyPpLRke6U5QdnGXPQ4NL3DA58MVpiL1ZH2UPcqTJVU5Zef2Ps34QV4YnfJ5c5vXmacpknupS94l7hzgMfw8+WfPMdlS/uTHaFwMvxMrJtSMaZj5mrFv4w6w870UvlaSWslN9v7LYPxs8za2rcKcgN88eUtfOMnJ0tLD/QS8kQsVerO9Nd8sXgcRnBgWoeo9T3rVjtsElnJIgPUSIVwEL9LxwiN/7Cv/0F+jIyiHUw7hfP//jRbOVmlL6galOoyO5NeZPmUil2iRVGiiSSCl7dVUXsRNJZdGiNZBIXvuh1Vw7KNJnm+mqMUeQVsa4TkGajdioue9a+vKrYMSlXDM9CkAe+osJlILw65YokygVpal9pQuGlEOBQM5SNYqOCkUbbIUcKKDvfi+H3nDYazKPpdBSqzirm7VqNFZNG6rdnisULzx0Seoq5LWl9xyms4r5vv7wA7SVxRuhHAeYds18RV6ZY9QLuY4ZZfeXDHJrZ4ETsK0ZLXbsdxdMd8/pt69i5/e4dru57hWPs9ldZvL8g4HzPFi9Y0LUKrv+I0NafFwmO+NHJPuF97Rg5QNYDJM6BxyTbYAzToIMJfjomonVwzyRXa/amsmc34jDBkiZXAblMiBQmc4tFvzSzI4EV70pdBtB2CkiP8KiZgapIvmQEP+pvQxFXnPdigTzeFKYVmIkgmxtDkMLnSJO1TrSOyNpm0+Wk7LCFK80agmoKToQ7KECz1AoYqmSMEI3EhFv4QAlYVx5zlVjl25oKbg2e4yR3aP4vSAap5ItfOO6dGI5e4+J3uHvDC+TFcoitD1Sh5gg0+SP8fw921wkts/mzLirv+9TBWTSWi41NaMu8C4hVErME6wKjxnpUcVgeWLZP58PY4fKKNiR4oo4xmugW/bW1dRhiClJ3dvHQofABVJtD6sfY2yxDu2GIteUpwN2Zxfwx4xuNBDkEjpI2lWeF5iM86vqRGE61edoO3G7UE60HYtt06jKJYYaRmbOSO15FAfo+gSQOmoRKydriX6AqugNQF7WGDqEd3VEbaKJPZGCZoQ+UB4hW4qgjW0qqWRDmtLmqLqHVt92glJ4TGqxQVFKVscmk4qOhnDUpXy1LKhkh1GO4rg+zT5PGK0RQxDzdVKZQJeONhzXHrVmFHelD23oDluaVcO4aA9atDPzSl2Ci6ORjz64F1OzFMsqgiAT6Xn7FIV+SDmgF05pjSz5Efo18AjK3WsXRu5wYaEOJvihVJhZ5L5wRnzvSOanbuI3RscTG7xR8Yf5xF5nYvhhL1uxcQ53Gp9Tl+K8XUFUF5s5BYODIBJ/v9QwZM5K2wRYrMbnowkpkyKzYZsj19ZB+S9d/7yJ76+2BgeC4i70O2h/Lqlk1U5OkTGu+7WrZzzspL6kqgWCBPRoKg0wqgIDnqmOhStoNKSg5XD+I5KeyrVsSNqFjlePdmWV8H2i05OTs65QHXl8VLitIhBqYXASI3sApvR5dHuOUgRW4FG4HSqoFjBrA0sdYsVp9TC8OvNW3jm5hu5+uyDmBNHODtDAMV0h+nRDvODQ453D3HTe1elmoI6RIWBHnBCKtH25NkIVDa/xlp0PUjJLZ1cOYntnI7dJjBtBJOVpGpSy20kcNLR6HAP8fnlMHK0gHLZoyfe/lvH8fodyt6HKrMhhyobMwKDRON1ltKCikUYMQ9jTtyMXxv/5Y338PD1f9WDE5kW4iEB23teZtBwc2y0bj45qDBLH4GJdKAsDz73c0jpKcySsVlhZMtMnzFWSyZyQSXa/k8zEO9Se80KxVJ3zCvP4lCjZ2PaClZjz7wKnGrTH2RRzbGTM3y5iE6+zQTvDHVXIlTXt+Ck9BugcjmoqtShpJZl/J6JmlLZPmRShbARNAkJpIhMhJccq4padNTKcvWK46IfUXHASEm8PcFZT/BgFx3trRq1u2A01jx0Fjjdu8nCjOhGiutqxU1gOTqlK2qcucR0PGFidmIK9nD4gFi2G8Z4YWDAFoykG0vasaee1Rvg5OLsOV45epJvEZ/hsFuw03VM28CsAXf80qLrryuA0v7yOzfEj5tk2c1qSb+gbJvQQDwBkWkYWzomLjaRcxIv5NYEWuOxGhr9pU0Zxn3jSIy3x1Chk/km2okN8qvqYhvnfq0xp9O5HcVqhrQBOdUkm0a8TuqfFkAgvcQL+LaD9/PRW2/BKo9VFqtiBWV4Ls5TFzkJnQIKj5cCp2N1xxZinXPB+YTqbAJatIIpisIGdlaeq9Wca+WCxeT9/MolePY1E8rlG9mxl+H2EfrmnF01oxk/yO3ZHT69f40L8pguKI79jGM/Y+HHfd97WMq+II+j9T8tizBK5Nf4uKlYsivmTKj7wDsCKdvJMfGWcec5nEsOjhRFLfqWWlUpqkZQ7jhWX2Un2T/o8Z7FWxincz/0ksrgY8O3x8fr1jix3W1gUfneOTq3xBay4FSMOGXCbb/HsZ9xx+1zbPdhyydPSrde9HKmioy7zrxTD9vKrZfrKOqNSVxoi5C2b+cY1TLRc8ZqyVgtmcoITiKh+95W5kmYxjqpkizkimNTMy/bnrBfazgzkqUsOOSIx6ZPcMNcZl6e8eTFH+Lh6/8K53QPRvK5ksInczQXM79kixIdLsSqpUIx92Nu4zgWXdwUJBNEJVwyWHMbJoglmxyvVmpqqXni8pyzsefwQsXBlSvsvHIX8/7rtEcNznpWN1d0C8tkbvmmB6+y82DDtb1P8m3lExxPR7ww2+dO2OVTD76CJ+ev5Pb8EsWta8jOIFM6traxkmeaEmUjBJCJF9iZliA9bdXgdEc7WmInZ8iDZzkc3+Th6mneVHyK14TnedXZglkDs6VivJJMTgXt89/AFRTZDrfZXwQCGICTDFjWrZ34HEHSg5P4L2yAk8w7ue97ug//4sW4GC/3IQP3gJM1CfYc9QTr1lgGAE6n2zRk1pEYggUXkJ1IXAFB1cT7JrWMfCFNn5AM9/pg5Pcpg9jYIcMaLDkdW1jb7/e8Fp5M1RzpQTtJaQPjNvBO/Rm6ieJXr2k+DzxQvZ7DT+4jTuao2jOaV+jjS3y6fYzb6giI7ri5PVDKuFMsZUMpCjqpmMolhAEfJRFiNYkMi6WkY5yUBjkbqQodlfOMbaBILG/ho4xbuEDpBaqTUd3U3vsZv57HpTOR8rIG5fat87gGK/GakAmoQLx+vFwT5K0U1EpihbwHnJy4GUs3pnb3uvhmMNL/v9+h52qKwn0NhYR+VYdaHwsh/T3gpFIrZvp0gwgbWznnOCwHTYeOLr4BnFA0ylCVx8kMMfTJ4RLPBXHMXI/7bC+AWXWES/+XCVz0b1U4VKpiqsGGYSjT74ivXac2a3YbdsLRYHrvIo2j4fyYiUYJ5lXAzBzloWbWlpQPRpKuPW1xbUxT19eXjK93XNIa6TvGM8thYdkpaxw32Cvn7MpTnihewQuqI7SjWCHqDMIrRFCIziCcioTlBF6y30wmLPvRKaJYcWn6LFeK6zxinudAnFJ5y6yBUSsprKCs1636l3J8XQEU/f3v/7L+Lvzjb+t337F8lSKkpaD8zrV9/u3feydtsQlOMu/k10/XbYzhvPbtOy9PIuyLjY/dfGu/+PuszWVTUhzZ62tgojuB6nkn97Z2zss96isp8ZEJlKxvU03oQUvRCq5/8p1UWiZHyigLz4tSXoy221PD8exn37HxnjffT9j4P9wLXDJI0Z2gqmG6AKss3z39BIezU37+0SWfrRZM7n47xXiPIMHUmsnJPk+cvZobxSmFbPsQRIgEPSUcSzGmkA2NKiNASe8h80/qUDAVq56XksmCVqg+tDGHMFZdfJ/52AUZU031KqAaMLWgtS+vEuCLnff7jaeeevv6HEtYmUCjodHRSyWP//L/3965x8ZV3Xn8e865j3l5xk6cxDgPCNCSzQaolCbIRKq2kJKtsjQtLeKPapUWrdimoRIt21WqVYP4g4WFVbVthahWraBdaZsqq00rENCyIYTtkoQSkiaQEmgFhJLYIU7sceZ1H+e3f5x779zrcRzHcTIPn49k2Z65Hp8zj9/93t8Td2GEcpHnpOxnMOZ1QUqBa05tT+QwAIiuxt/q+fJF76vdWPjhc9HPTIhEv4fx4iQtysjyMlLcibyHcUEwnipZAFnqsxG0sykKCynmqRLxAIt8zOHFqEFhQYzhryqPYY5lRCJkov/zP6kt5/zfd/vfSOR8hYSiJfzZZ6o9QLZh/pMKBzmcBQNoCZWMhDFXINefgw017dg5UwNJAb/igR87i5zZBS4NpGoSZzM+zLyDMZPjajYEYaop8D4JlN1cMFpBVZFJydVEeOLwJFfiJfZahM3vUkYVXdYorkodw0JjEAvZKfRQCSYpT2IaydzBqQ7gnSptJVCmjax7T8hU8TVpqMFT8Wz9YpeEY6o4ZbxaJ2R80tz4K+/ZgukBPg9abPLk86Fm6dS7wFpOXZiEoR0mk+G5EI6otxEkgnk9ExzHJIF5SnAyCXAX4F6QE8LrDZF8g6JGe6FomYzQA6L+B0skPDPJEiIFaBQq4d8Ysv6hvW7EwtUWcH33cdwy9z9xeOkz+OfPfQPeiY+j/51rwH2OzGgOtT+txOnsGKRZbWhEFe07cDv/2VwMkzuwAldzeEU33zwFT5yJ3Mt5KqvGbkzAJhdZ6cL2gHxFeUnMWMEECQbmSPCahCgBqXJnhXguBk+oLtI1kzBmMYyZyRDMH73FGPZ7UPS6VEJsULETikyTu+PCA/Wr8dmGZamqNtVJV0Ql10K4SJklZI16lU6KO5gbvJ9T5/CeTFRiXyU7ShavMjMwKB4ECKaUMCGxCGfQw0voF8MYFRnUyEIVVuJxASQT0Cchx8uJ9Z1vcnjYNyfeE8skH5ZUg1Q9QajaBHRLiOuysPrTSA1VYQ+V4Q6WUTleQvXoGZinq+ha3IVMfxrluSYM30MpJdGVLmGOVcFS4yT6ulRFY5Xshn2M7zIdEgrCHC+jm53FIjoFi3xkfAdZ30cqyF2pmQSeDpKTDY6qM7MXNrNDoAB174kIKzUYxlX9wTElaua5xUnSQzB7BUoIJwZIip6r8DkxvXqljvBYFNZh476Axu69cZESLzlmPgV/FwvZBVU9jNdDQDzwvggP8A2VwBp6ZM4nUMKqovDn+HdVYNEoUsL74t6U8eXSlgTyI6FhKOLmOb/F760iPkiPIXtyEdJncxCeidRYtxqhblchzSrIcOEFzaniVzeOkQPjbhQrF8KBGQsdGMKHzRzYTMlvDxwG/Gj8gBHzZAH1h5YGA+MCzJOg9h6UOyNIpi4sJVfipGYAZYOjxJNPzkmvNyFOVJgmOAExH6ZwwJkPizvIiDIE8yb1BHQy4fvUJxmUVYsozyMUJwUxhiwvByfHsXo+R6xSJ+ycDFKJ4Cqsop7zsN+PDTchAEQwsFQlgHtqgCmnqOpP1fnVjUR9fIRIDICciDDv5FyEr/dkwzjV9Hd1rjFiiXO1DECcI+Va4ILBsgSYxeGerqmJ6kUHImvAtixYcxg8wZARBEBCUA3XWCdQZjZ8xqP9GZANe21cj2pIZ5EX5a+lfAlTqtJpP/BO10yASzVHqeTN7EmxYwSK9+uB6GdVGhqr3jE5yOQAr4eJQhNz/O0BVG2KxEm8lDgkFCemn+x+OlsFSihM1C/1KbBhcmGYd9K3LDl9uvzKGhWiCYY8htR23Qzm1yupGI9msyXFjERjAjQIYpqhv/H0rnjl/AdNwMkjjU0Cx4ewTAfInhVYIIC/7noV3fkxHLGH8F73x3D6o6XgtRREMLk2LHtUszViZYC+MiJh3whfqDixaziombXgKt0LSjA9+ExEpdYCEj4DMi6ilukUqkHUk8WZT2Ccg2odXOs6jt9/FAvfxj/bZphATaiaqqlbyIP4EoapgEGvF0VvCSp+BjUvDZ8EJPEosdIUTuDtUk3F8qIYJT3PRsLnw5XKwxR21TWFE4mTgijiZ+Lfor/5F2xInNj/Ac9EPz/E7kANJgzyoxCnASXQQ8EQr0gLf7Yk4XPWFD7vU3QIPMr+Y2oHxvhX/I1aE2RU6WNKis4zRrBl3yA4KQY534CdFjBSAmbWADlnwCwB8iVYyYPoMpCqcngCSHMJgMClhKASHF6GDKrOwucg7N1jSgnJVMNBJxBiFvl1uw5CypdRT5dwwCkQ5nERKraEZzCUnZlNvuwYgdIAByjIW1DeE0DaokEnjhcnYYZ+SPhCCNmY3c8nyrycJcRFiom618GMBMoEfxMM6RtPPdxDkVBJ3B94TxIEApR/7sJzCy4FYXhH/Zz8HmI6QK7EcfXZCtyut7EgPYz3rWM4ll+It0f+ErVKHnBTYJ4J7qZgl7pgVVSiJfdjQwNNd8KprmPchWA+bO4gJ8swuB+1xfdjV0vhbCkmGRive6tUmb0Km/n27Hlvh/lJQgZJtJxF3jZXKM9JdZylDMXJab8HJa8LVS8d5ZqExMVJRpRhcwcFMXbeXIpOJgxxgTswAfhcJaVaXI1cmCvOqByrGBnUopwqoa5KIuzAc+ExNY/KBqJEVBuBt4YxmPEiTkrmEDWL0BsUenl44OEJk/cBBFOeAWlRELZmyMCEsLkKSFVDFSPBqxJWVSDDeXBBTUgLQsalRB4ekLwID3v/1Aw/6pLcOL6EgjXWKyHDx0EgUiQH/BmuDukYgZLoIGtydfIUUJ0+OYOXVpMkx3uuxzI+qmayAVu8FXboOTF9hnQtWTI7UTXKbIFLgINFKj+cpRMmidrlxhOcSmodV/KNWHVWbOxA2HjP2dk4rVodi5YRJ+PDOw0N5wLCk17vWQZTnsXHjLP4KPUhYLyG0vxncYL3oAoTf/IX4dXiKhRP/AXmv3cDUmeNQLgBri1xdk4FvukBgXjJjmYghcRwfzdO9x5HqTuPX8//J2xwtmKhMaRc3sxF1qjBylZRNiUMjyFT4VH2vfDqXquwsm22UDbH55cR3CAkWBVswrDOoeoyjLg9KLs5VN1sdLsQTtTQKxv17ShHIYuwRHwyV38nE+/EGmJzBzlexpXGh8ixCvIoJe4vyHKyL0/sKrOH1LFhk7xN7IXovifoMwAAGRvhwHmycVozEZCwyYUggkVBY7fgQji8AA5z5yRXeVBcAuUcg101kM13KZsaC6ukRwmpswzSEFHbjDAXLyTMyQMQDL9V3yUjLOt/Fb//aFVDmsNEaQ/h7WFM3ocKhc4kHWOGkhcvLBLZFCZNWqoBW/mNm1FN1UuJqxlExijO+Oqct46v1uIk4OML953zvpNHboYZJJtWfrsG3KVYqIZU+G0cUcgmyEdhqHcEtj4zvbDL5WSqoaEzB9dAcpVY5gYnvwVlD4IA2/OQLbh415iL68QxHE/34c3sFQBUEjDzCXABJ0Oo5pRRFq4JwzXg2OpKsWt4DiT3UTUcXMO3Y366FwVRDJpYCZSYjRHTB+DCMaVKZDZQ96TEUl1mOhu/lXFFLGIZvD1rRtDjRAiUuYURnsFW3IU33Wsx7HVj2OlVlRFeKkr0DBt5/an3zuix19cejMRJjpeD/jXueZMoO5X9XX9/zvu24i7kUYINDz+hT0fNFVOTNA0My+hN+HCZwE/o0wAQiJWd6qAWdQZ+A8+rtYXrE5hwxsKf/zhQFxQCMDxVVehkGAyDgUkR2VnuAfBUNZ4wVENMz2JRHl49nY3BN0hdWBoqdOOJ4DzH1YVnvCw/HIUBNJbnA5PfdzF0jEABkkY1PgRQmgxOqj5JsmqrkE54opA8GdaZ6Dk2fBZUeTSWoWrqRI3YHMTKgmOJrfHcoADm1qusmFRuq1CodBKuRaimJMZsdQKUTH3PuME8IV8iLyqoMQ9ZXgYTHnzLh5sRkYGKDFUQ5uGSw65YkJxUeXMpB6fUDSddxFmzK+qRUoOJErNhcQ/cIJRtF5ZLsGY4674dcTlDlGIcXJ2XDY4qFyhxC2dYFqcpj1PUjZNuL0bc7kic+H7Q6CowCHyc6ywVeAdyvIwc1CykeLKnpk4eJZWUCZWUqZoLykm7GqfIgx+EQwRTvU4kuPJQddhbOxQBXuARYZJFnloDTDW0jHW+Zh4LJmCzaJpyvMWDbzA1hmdcsYgSI6rDth+GOyXVT4zh3/PkdyEx4+/qjhEoSXGSnEzsWUAtlZyrE885mQrRBN4gt4LN4vyTyYi6xIaeE08mhcm4tvGASmquixPV5ZeBOq7ldzUlMZaROJ3iKAsDPji+LP43un/07Cp0iwr2isU47fWAMR+O7SE9ono7kCCQUNnyxCV8LuF5Bl79UgEA8Mn/roL7Aty14PsmXGklygp9CDgw4DIPkgXdS3l9/tRsPWdWx+U8ScZQFBZKzEaRZTBMeQzKuRj2eiJx4rgZSMmjKhSg3mwtTpaXInFiB6EdG57KqdAmJEGWglEM5KoZNiSjctYEMS9D1vODkQMAOGCS6v0TJoB2EqEXI0xDmHvD/0X3lfauUeckqXJRAHXhx3wCcRFUIKpjVWsGQjYoVAg9u0AogggcDN64fJKoKGSScM9Mz6FjRK01dKNYLKJQKGB0dBT5fH7Kf1f57ZqEezqcSOwFXpNizk+Ikni76pAwAcj21ACxOMffHoBdVf8g/sbQnBu5Y7USJK5UJcE+AY7fkIMCzgDB1SBAwcC+/HpzFqyJmO7nsJlMd80/k5+CBI9Oag4MfIB5OEXdGPZ7MOx1R/kmpWoBRAIUeE4YlxBGDUK4EMFAu8OFr0aP/Y/0t8gGU6RteMqtrzkvu0qrYPpAKhwkeo62DmFuhCuSVVaa5jDTdqOjPCihMElOI1b5JmVbZeOH466BiVUgMPEHwfCS/TE054fV/ECUSDWUShJQUVeZFFwZsUiYSPXdnKJLS6OZIVymPEs1ZsIDRwkpDPpzMez34KTbi6LbjbKbheelQNIEhZ03A48JY6qnhylU87w4oTgJQxfaazI1Mq6aDp52eJQwGg1zlGF+RL0B40wnZ2pag44RKGGMTcbEiWfE8k2MRq9JeMUUxjhFVLHT+PiTVWdozkHFB9y6SCFfgkKxEkAAmCWU50TMosxMTcswxtKowUQVJmpkYYS68KHXhzNutxIntTw8zwaIg7zGLEbOfZjcRUpUkBHJEtm4ODF1WGfKFMoMlsuRqfCgC3VjYUJYLu8ZhJRBwPzmrFVz6Wg5gRJGnIrF4nmOTDIsXUgAHic4jOACqDFCzSfUGFCusoZwDoCo+YwgYFXuJWVAbODw4U9G7dqFxzBnRb187ULXNpug//oU4EpgRHU5lBUf5PogR4J8UiJlXIgn/djbyQfRz2/TCd/jLRYBnpTp2o53qBslymDUz6Ek0xjz8xis9MNxM/CcFOCb6qoHAJijPCdMghkuwD0cKnym/mAe8HcjX8VcPop+GsY97OnE/ypCv7fPxR+P3wK7BmQqHIUSg1mSMMbcWIJ9vTkkCQbBGczbd0V/r+1y85lpu9FyAmVsbAwAsHjx4ib898I079NcFP+un9tWZXh4GIVCe7w+w8PDAC6/7Zjs2blP241LjH5+W5GZshstJ1D6+/tx5MgRLF++HB988EHbJOhdCMViEYsXL9b7a2M6fY+jo6NYsmQJ5syZ0+ylTJlwrceOHWsbUXUhdPp7Duj8PXb6/mbabrScQOGcY+HChQCAfD7fkS9iiN5f+9Ppe+S8ffKCwrUWCoWOfk06/T0HdP4eO31/M2U32sf6aDQajUajmTVogaLRaDQajablaEmBYts2HnjgAdi23eylXBL0/tqfTt9jO+6vHdd8IXT6/oDO36Pe34XRcp1kNRqNRqPRaFrSg6LRaDQajWZ2owWKRqPRaDSalkMLFI1Go9FoNC2HFigajUaj0WhajpYSKA899BBuvvlmZDIZdHd3T3jMsWPHsH79emQyGcyfPx/f/va34Xne5V3oRfD444/jqquuQiqVwk033YRXX3212UuaNi+//DJuv/129Pf3gzGGX/7yl4n7iQhbt27FFVdcgXQ6jbVr1+Kdd95pzmKnwcMPP4xVq1ahq6sL8+fPx+c//3kcPXo0cUy1WsXmzZsxd+5c5HI5fPGLX8TQ0FCTVnxhPPHEE7jhhhuiplEDAwN47rnnovvbaW/adrQXnWw7Ot1uAJfPdrSUQHEcB3feeSc2bdo04f2+72P9+vVwHAevvPIKfvrTn+Kpp57C1q1bL/NKp8cvfvELfOtb38IDDzyA119/HTfeeCPWrVuHkydPNntp06JUKuHGG2/E448/PuH9jz76KH7wgx/gRz/6Efbt24dsNot169ahWq1e5pVOj927d2Pz5s3Yu3cvXnjhBbiui9tuuw2lUik65pvf/CaefvppbN++Hbt378bx48dxxx13NHHVU2fRokV45JFHsH//frz22mu45ZZbsGHDBrz55psA2mtv2na0F51sOzrdbgCX0XZQC/Lkk09SoVBouP3ZZ58lzjkNDg5Gtz3xxBOUz+epVqtdxhVOj9WrV9PmzZuj333fp/7+fnr44YebuKqZAQDt2LEj+l1KSX19ffTYY49Ft42MjJBt2/Tzn/+8CSu8eE6ePEkAaPfu3USk9mOaJm3fvj065g9/+AMBoD179jRrmRdFT08P/fjHP27bvWnb0X50uu2YDXaD6NLYjpbyoJyPPXv24Prrr8eCBQui29atW4disRgpt1bFcRzs378fa9eujW7jnGPt2rXYs2dPE1d2aXj33XcxODiY2G+hUMBNN93UtvsdHR0FUB9Kt3//frium9jjsmXLsGTJkrbbo+/72LZtG0qlEgYGBjpqb4C2He1Ep9mOTrYbwKW1HS03LHAyBgcHEwYGQPT74OBgM5Y0ZU6dOgXf9ydc/1tvvdWkVV06wtdjov22+ms1EVJK3HfffVizZg1WrFgBQO3RsqyGnId22uPhw4cxMDCAarWKXC6HHTt2YPny5Th48GDb7y2Oth3tQyfZjk61G8DlsR2X3IOyZcsWMMYm/erED5mms9i8eTPeeOMNbNu2rdlLmVGuu+46HDx4EPv27cOmTZuwceNGHDlypNnLAqBth6b96VS7AVwe23HJPSj3338/vvKVr0x6zNVXXz2lx+rr62vIXA8zg/v6+qa1vstFb28vhBANmcxDQ0Mtv/bpEO5paGgIV1xxRXT70NAQPvGJTzRpVdPj3nvvxTPPPIOXX34ZixYtim7v6+uD4zgYGRlJXC2002tqWRauvfZaAMDKlSvxu9/9Dt///vdx1113NX1v2nYotO1A9Hs72Y5OthvA5bEdl9yDMm/ePCxbtmzSL8uypvRYAwMDOHz4cCJz/YUXXkA+n8fy5csv1RZmBMuysHLlSuzcuTO6TUqJnTt3YmBgoIkruzQsXboUfX19if0Wi0Xs27evbfZLRLj33nuxY8cOvPjii1i6dGni/pUrV8I0zcQejx49imPHjrXNHscjpUStVmuJvWnbodC2o71sx2y0G8Alsh0zm8d7cbz//vt04MABevDBBymXy9GBAwfowIEDNDY2RkREnufRihUr6LbbbqODBw/S888/T/PmzaPvfOc7TV751Ni2bRvZtk1PPfUUHTlyhO655x7q7u5OVBa0E2NjY9FrBIC+973v0YEDB+j9998nIqJHHnmEuru76Ve/+hUdOnSINmzYQEuXLqVKpdLklU+NTZs2UaFQoJdeeolOnDgRfZXL5eiYr33ta7RkyRJ68cUX6bXXXqOBgQEaGBho4qqnzpYtW2j37t307rvv0qFDh2jLli3EGKPf/OY3RNRee9O2o73oZNvR6XaD6PLZjpYSKBs3biQADV+7du2Kjnnvvffos5/9LKXTaert7aX777+fXNdt3qIvkB/+8Ie0ZMkSsiyLVq9eTXv37m32kqbNrl27Jny9Nm7cSESqXPC73/0uLViwgGzbpltvvZWOHj3a3EVfABPtDQA9+eST0TGVSoW+/vWvU09PD2UyGfrCF75AJ06caN6iL4C7776brrzySrIsi+bNm0e33nprZGCI2mtv2na0F51sOzrdbhBdPtvBiIguzOei0Wg0Go1Gc2lpqz4oGo1Go9FoZgdaoGg0Go1Go2k5tEDRaDQajUbTcmiBotFoNBqNpuXQAkWj0Wg0Gk3LoQWKRqPRaDSalkMLFI1Go9FoNC2HFigajUaj0WhaDi1QNBqNRqPRtBxaoGg0Go1Go2k5tEDRaDQajUbTcmiBotFoNBqNpuX4f6/6RRxocHfnAAAAAElFTkSuQmCC", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "depth_idxs = [10,30,50,70]\n", - "\n", - "fig,axes = plt.subplots(2,2)\n", - "for i in range(2):\n", - " for j in range(2):\n", - " axes[i][j].pcolormesh(LON,LAT,vs[depth_idxs[i*2+j]],cmap='turbo')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 2: Quality Control & Interpolation\n", - "\n", - "1. interpolation\n", - "\n", - "2. rationalizing (remove the thin layers)\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import sys\n", - "sys.path.append('../../../')\n", - "from SWIDP.process_1d_deep import *\n", - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(80, 43527)" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# ------------------------------------------\n", - "# Exclude the invalid values\n", - "# ------------------------------------------\n", - "vs_valid_1d = vs.reshape(vs.shape[0],-1)\n", - "vs_valid_mask = np.sum(~np.isnan(vs_valid_1d),axis=0)>0\n", - "vs_valid_1d = vs_valid_1d[:,vs_valid_mask]\n", - "vs_valid_1d.shape\n" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(43527, 1)" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "lon_solid = LON.reshape(-1,1)[vs_valid_mask,:]\n", - "lat_solid = LAT.reshape(-1,1)[vs_valid_mask,:]\n", - "lon_solid.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "79.5" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs = vs_valid_1d.T\n", - "depth.max()" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(43527, 301)" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# -------------------------------------------------------\n", - "# interp to 1 km thickness\n", - "# -------------------------------------------------------\n", - "from scipy.interpolate import interp1d\n", - "\n", - "max_depth = 300+0.1\n", - "depth_interp = np.concatenate([\n", - " np.arange(0, max_depth, 1)\n", - "])\n", - "vs_models = vs_interp = np.zeros((vs.shape[0],depth_interp.shape[0]))\n", - "for i in range(vs.shape[0]):\n", - " vs_temp = vs[i,:]\n", - " min_depth_idx = np.argmin(np.abs(depth_interp-depth.min()))\n", - " if depth[min_depth_idx] == depth.min():\n", - " min_depth_idx += 1\n", - " max_depth_idx = np.argmin(np.abs(depth_interp-depth.max()))\n", - " depth_interp_temp = depth_interp[min_depth_idx:max_depth_idx]\n", - " f = interp1d(depth.reshape(-1),vs_temp,kind='nearest')\n", - " vs_temp = f(depth_interp_temp)\n", - " vs_interp[i,min_depth_idx:max_depth_idx] = vs_temp\n", - " vs_interp[i,:min_depth_idx] = vs_interp[i,min_depth_idx]\n", - " vs_interp[i,max_depth_idx:] = vs_interp[i,max_depth_idx-1]\n", - "\n", - "vs_interp.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs[sta_idx,:],depth,c='k')\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "c2fa6b00dd624f1690f60b8ad4352e7c", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/43527 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 3: Dispersion Curve Forward Modeling" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "3cd377680ace4f32a083d09a0e8ff87a", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/43527 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vel_models.shape[0])\n", - "\n", - " # velocity profile\n", - " axs[i,j*2].step(vel_models[sta_idx][:,2],vel_models[sta_idx][:,0],c='k')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,1],s=2,c='r')\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,2],s=2,c='b')\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [], - "source": [ - "phase_mask = np.sum(disp_data[:,:,1] == 0,axis=1)==0\n", - "group_mask = np.sum(disp_data[:,:,2] == 0,axis=1)==0\n", - "mask = phase_mask*group_mask\n", - "\n", - "lon_solid = LON.reshape(-1,1)[vs_valid_mask,:]\n", - "lat_solid = LAT.reshape(-1,1)[vs_valid_mask,:]\n", - "loc = np.hstack((lon_solid,lat_solid))[mask,:]\n", - "vel_models = vel_models[mask,:,:]\n", - "disp_data = disp_data[mask,:,:]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "save_base_path = \"../../../Datasets/OpenSWI-deep/1s-100s-Base\"\n", - "# Save processed data as compressed npz files\n", - "np.savez_compressed(os.path.join(save_base_path, \"EUCrust_loc.npz\"),\n", - " data=loc.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"EUCrust_model.npz\"),\n", - " data=vel_models.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"EUCrust_disp.npz\"),\n", - " data=disp_data.astype(np.float32))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-deep/1s-100s-Base/06_CSEM_South_Atlantic.ipynb b/Datasets-Construction/OpenSWI-deep/1s-100s-Base/06_CSEM_South_Atlantic.ipynb deleted file mode 100644 index 597c760924b57ac1002ad9af027412a9e61de545..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-deep/1s-100s-Base/06_CSEM_South_Atlantic.ipynb +++ /dev/null @@ -1,638 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## CSEM_South_Atlantic\n", - "Details of the dataset:\n", - "- Name: \tCSEM_South_Atlantic\n", - "- Title: \tSouth Atlanticn part of the Collaborative Seismic Earth Model (version 2019.12.01)\n", - "- Type:\t3-D Tomography Earth Model\n", - "- Sub Type: \tSH velocity, SV velocity\n", - "- Year\t2019\n", - "\n", - "Author(s):\t\n", - "- Andreas Fichtner\n", - " - ETH Zurich\n", - " - Zurich, Switzerland\n", - "- Lorenzo Colli\n", - " - University of Houston\n", - " - Houston, USA\n", - "\n", - "Reference(s):\t\n", - "- Fichtner, A., Bunge, H.-P., Igel, H., 2006. The adjoint method in seismology - I. Theory. Physics of the Earth and Planetary Interiors 157, 86-104.\n", - "- Fichtner, A., van Herwaarden, D.-P., Afanasiev, M., Simute, S., Krischer, L., Cubuk-Sabuncu, Y., Taymaz, T., Colli, L., Saygin, E., Villasenor, A., Trampert, J., Cupillard, P., Bunge, H.-P., Igel, H., 2018. The Collaborative Seismic Earth Model: Generation I. Geophysical Research Letters 45, doi: 10.1029/2018GL077338.\n", - "- Fichtner, A., Trampert, J., Cupillard, P., Saygin, E., Taymaz, T., Capdeville, Y., Villasenor, A., 2013. Multi-scale full waveform inversion. Geophysical Journal International 194, 534-556.\n", - "- Colli, L., Fichtner, A., Bunge, H.-P., 2013. Full waveform tomography of the upper mantle in the South Atlantic region: Imaging a westward fluxing shallow asthenosphere? Tectonophysics 604, 26-40.\n", - "\n", - "DOI:\tdoi:10.17611/DP/18027479\n", - "\n", - "Depth Coverage:\t0.0 - 500.0 km\n", - "\n", - "Areal Coverage:\tLatitude: -60.0 to 20.0 Longitude: -70.0 to 20.0\n", - "\n", - "Model Description:\n", - " - CSEM_South_Atlantic_2019.12.01 is the South Atlantic part of the Collaborative Seismic Earth Model (CSEM, Fichtner et al., 2018). It has been constructed using multi-scale full seismic waveform inversion, combining spectral-element waveform modelling and adjoint techniques, as described in Fichtner et al. (2006,2013). This submodel has been extracted from the variable-parameterisation CSEM onto a regular grid, readable by EMC tools. While having regional contributions from various sub-inversions, the structure in this model is dominated by the full-waveforms inversion described in Colli et al. (2013).\n", - "\n", - "Data Set Description\t\n", - " - Since the datasets included in the CSEM are too heterogeneous for a brief description, please see Fichtner et al. (2018) for details.\n", - "\n", - "Web Page\t\n", - "- [cos.ethz.ch/research/CSEM.html](https://ds.iris.edu/spud/earthmodel/18027479)\n", - "\n", - "EMC Page\t\n", - "- [ds.iris.edu/ds/products/emc-csem_south_atlantic/](http://ds.iris.edu/ds/products/emc-csem_south_atlantic)\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step0: Downloading & Loading the Source Datasets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "KeysView(\n", - "Dimensions: (depth: 51, latitude: 81, longitude: 91)\n", - "Coordinates:\n", - " * depth (depth) float32 0.0 10.0 20.0 30.0 ... 470.0 480.0 490.0 500.0\n", - " * latitude (latitude) float32 -60.0 -59.0 -58.0 -57.0 ... 18.0 19.0 20.0\n", - " * longitude (longitude) float32 -70.0 -69.0 -68.0 -67.0 ... 18.0 19.0 20.0\n", - "Data variables:\n", - " vsv (depth, latitude, longitude) float32 ...\n", - " vsh (depth, latitude, longitude) float32 ...\n", - "Attributes: (12/27)\n", - " title: Collaborative Seismic Earth Model (CSEM) -...\n", - " id: csem_south_atlantic\n", - " reference: Fichtner et al., GRL (2018); Colli et al.,...\n", - " references: https://cos.ethz.ch/research/CSEM.html\n", - " summary: CSEM extraction of the South Atlantic\n", - " keywords: Collaborative Seismic Earth Model, multi-s...\n", - " ... ...\n", - " geospatial_lon_units: degrees\n", - " geospatial_lon_resolution: 1.0\n", - " geospatial_vertical_min: 0.0\n", - " geospatial_vertical_max: 500.0\n", - " geospatial_vertical_units: km\n", - " geospatial_vertical_positive: down)\n" - ] - } - ], - "source": [ - "import xarray as xr\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "data_path = \"../../../Datasets/Original/OpenSWI-deep/csem-south-atlantic-2019.12.01.nc\"\n", - "\n", - "# load the .nc file\n", - "data = xr.open_dataset(data_path)\n", - "\n", - "# print the keys of the dataset\n", - "print(data.keys())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 1: Velocity Profile Extracting\n", - "1. Extracting\n", - "2. De-duplicating" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(81,) (91,) (51,) (51, 81, 91) (51, 81, 91)\n" - ] - } - ], - "source": [ - "latitude = np.array(data['latitude'].values)\n", - "longitude = np.array(data['longitude'].values)\n", - "depth = np.array(data['depth'].values)\n", - "vsv = np.array(data['vsv'].values)\n", - "vsh = np.array(data['vsh'].values)\n", - "\n", - "LON,LAT = np.meshgrid(longitude,latitude)\n", - "\n", - "\n", - "# print the shape of the dataset\n", - "print(latitude.shape,longitude.shape,depth.shape,vsv.shape,vsh.shape)\n" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# average the vsv and vsh\n", - "vs = np.sqrt(vsv*vsh)\n", - "\n", - "# plot the vs\n", - "fig,axs = plt.subplots(1,3,figsize=(12,4))\n", - "axs[0].pcolormesh(LON,LAT,vsv[4,:,:],cmap='seismic')\n", - "axs[0].set_title('vs')\n", - "axs[0].set_xlabel('longitude')\n", - "axs[0].set_ylabel('latitude')\n", - "axs[1].pcolormesh(LON,LAT,vsh[4,:,:],cmap='seismic')\n", - "axs[1].set_title('vsh')\n", - "axs[1].set_xlabel('longitude')\n", - "axs[1].set_ylabel('latitude')\n", - "axs[2].pcolormesh(LON,LAT,vs[4,:,:],cmap='seismic')\n", - "axs[2].set_title('vs')\n", - "axs[2].set_xlabel('longitude')\n", - "axs[2].set_ylabel('latitude')\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# single station comparsion\n", - "fig,axs = plt.subplots(1,3,figsize=(12,4))\n", - "axs[0].step(vsv[:,0,0],depth)\n", - "axs[0].set_title('vsv')\n", - "axs[0].set_xlabel('vsv')\n", - "axs[0].invert_yaxis()\n", - "axs[1].step(vsh[:,0,0],depth)\n", - "axs[1].set_title('vsh')\n", - "axs[1].set_xlabel('vsh')\n", - "axs[1].invert_yaxis()\n", - "axs[2].step(vs[:,0,0],depth)\n", - "axs[2].set_title('vs')\n", - "axs[2].set_xlabel('vs')\n", - "axs[2].invert_yaxis()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 2: Quality Control & Interpolation\n", - "\n", - "1. interpolation\n", - "\n", - "2. rationalizing (remove the thin layers)\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import sys\n", - "sys.path.append('../../../')\n", - "from SWIDP.process_1d_deep import *\n", - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(7371, 51)" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs = vs.reshape(vs.shape[0],-1).T\n", - "vs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(7371, 301)" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# -------------------------------------------------------\n", - "# interpolation\n", - "# -------------------------------------------------------\n", - "\n", - "from scipy.interpolate import interp1d\n", - "\n", - "max_depth = 300+0.1\n", - "depth_interp = np.concatenate([\n", - " np.arange(0, max_depth, 1)\n", - "])\n", - "vs_models = vs_interp = np.zeros((vs.shape[0],depth_interp.shape[0]))\n", - "for i in range(vs.shape[0]):\n", - " vs_temp = vs[i,:]\n", - " depth_interp_temp = depth_interp[:np.argmin(np.abs(depth_interp-depth.max()))]\n", - " f = interp1d(depth.reshape(-1),vs_temp,kind='nearest')\n", - " vs_temp = f(depth_interp_temp)\n", - " vs_interp[i,:len(vs_temp)] = vs_temp\n", - "vs_interp[:,len(vs_temp):] = vs_interp[:,len(vs_temp)-1].reshape(-1,1)\n", - "vs_interp.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs[sta_idx,:],depth,c='k')\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "dea42f72f73a4ae6885311610c7ce2a9", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/7371 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 3: Dispersion Curve Forward Modeling" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "43692a7be7ec4683a158b9afd064c2fc", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/7371 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vel_models.shape[0])\n", - "\n", - " # velocity profile\n", - " axs[i,j*2].step(vel_models[sta_idx][:,2],vel_models[sta_idx][:,0],c='k')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,1],s=2,c='r')\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,2],s=2,c='b')\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [], - "source": [ - "phase_mask = np.sum(disp_data[:,:,1] == 0,axis=1)==0\n", - "group_mask = np.sum(disp_data[:,:,2] == 0,axis=1)==0\n", - "mask = phase_mask*group_mask\n", - "\n", - "loc = np.hstack((LON.reshape(-1,1),LAT.reshape(-1,1)))[mask,:]\n", - "vel_models = vel_models[mask,:,:]\n", - "disp_data = disp_data[mask,:,:]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "save_base_path = \"../../../Datasets/OpenSWI-deep/1s-100s-Base\"\n", - "# Save processed data as compressed npz files\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_South_Atlantic_loc.npz\"),\n", - " data=loc.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_South_Atlantic_model.npz\"),\n", - " data=vel_models.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_South_Atlantic_disp.npz\"),\n", - " data=disp_data.astype(np.float32))" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(array([69., 41., 27., 25., 24., 28., 25., 16., 25., 20.]),\n", - " array([ 1. , 10.9, 20.8, 30.7, 40.6, 50.5, 60.4, 70.3, 80.2,\n", - " 90.1, 100. ]),\n", - " )" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.hist(disp_data[0,:,0])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-deep/1s-100s-Base/07_CSEM_North_Atlantic.ipynb b/Datasets-Construction/OpenSWI-deep/1s-100s-Base/07_CSEM_North_Atlantic.ipynb deleted file mode 100644 index 6d5311ec60628b14eac36f6f7fd5c4c99cfaabd1..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-deep/1s-100s-Base/07_CSEM_North_Atlantic.ipynb +++ /dev/null @@ -1,641 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## CSEM_North_Atlantic\n", - "Details of the dataset:\n", - "- Name: \tCSEM_North_Atlantic\n", - "- Title: \tNorth Atlanticn part of the Collaborative Seismic Earth Model (version 2019.12.01)\n", - "- Type:\t3-D Tomography Earth Model\n", - "- Sub Type: \tSH velocity, SV velocity\n", - "- Year\t2019\n", - "\n", - "Author(s):\t\n", - "- Andreas Fichtner\n", - " - ETH Zurich\n", - " - Zurich, Switzerland\n", - "- Florian Rickers\n", - " - Utrecht University\n", - " - Utrecht, The Netherlands\n", - "- Lion Krischer\n", - " - ETH Zurich\n", - " - Zurich, Switzerland\n", - "\n", - "Reference(s):\t\n", - "- Fichtner, A., Trampert, J., Cupillard, P., Saygin, E., Taymaz, T., Capdeville, Y., Villasenor, A., 2013. Multi-scale full waveform inversion. Geophysical Journal International 194, 534-556.\n", - "- Fichtner, A., Bunge, H.-P., Igel, H., 2006. The adjoint method in seismology - I. Theory. Physics of the Earth and Planetary Interiors 157, 86-104.\n", - "- Fichtner, A., van Herwaarden, D.-P., Afanasiev, M., Simute, S., Krischer, L., Cubuk-Sabuncu, Y., Taymaz, T., Colli, L., Saygin, E., Villasenor, A., Trampert, J., Cupillard, P., Bunge, H.-P., Igel, H., 2018. The Collaborative Seismic Earth Model: Generation I. Geophysical Research Letters 45, doi: 10.1029/2018GL077338.\n", - "- Fichtner, A., Trampert, J., Cupillard, P., Saygin, E., Taymaz, T., Capdeville, Y., Villasenor, A., 2013. Multi-scale full waveform inversion. Geophysical Journal International 194, 534-556.\n", - "- Krischer, L., Igel, H., Fichtner, A., 2018. Automated large-scale full seismic waveform inversion for North America and the North Atlantic. Journal of Geophysical Research 123, doi: 10.1029/2017JB015289.\n", - "- Rickers, F., Fichtner, A., Trampert, J., 2013. The Iceland - Jan Mayen plume system and its impact on mantle dynamics in the North Atlantic region: Evidence from full-waveform inversion. Earth and Planetary Science Letters 367, 39-51.\n", - "\n", - "DOI:\tdoi:10.17611/DP/18027471\n", - "\n", - "Depth Coverage:\t0.0 - 500.0 km\n", - "\n", - "Areal Coverage:\tLatitude: 20.0 to 75.0 Longitude: -55.0 to 10.0\n", - "\n", - "Model Description\t\n", - " - CSEM_North_Atlantic (V. 2019.12.01) is the North Atlantic part of the Collaborative Seismic Earth Model (CSEM, Fichtner et al., 2018). It has been constructed using multi-scale full seismic waveform inversion, combining spectral-element waveform modelling and adjoint techniques, as described in Fichtner et al. (2006,2013). This submodel has been extracted from the variable-parameterisation CSEM onto a regular grid, readable by EMC tools. While having regional contributions from various sub-inversions, the structure in this model is dominated by the full-waveforms inversion described in Fichtner et al. (2013), Rickers et al. (2013), and Krischer et al. (2018).\n", - "\n", - "Data Set Description\t\n", - " - Since the datasets included in the CSEM are too heterogeneous for a brief description, please see Fichtner et al. (2018) for details.\n", - "\n", - "Web Page\n", - "- [cos.ethz.ch/research/CSEM.html](https://ds.iris.edu/spud/earthmodel/18027471)\n", - "\n", - "EMC Page\n", - "- [ds.iris.edu/ds/products/emc-csem_north_atlantic/](http://ds.iris.edu/ds/products/emc-csem_north_atlantic)\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step0: Downloading & Loading the Source Datasets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "KeysView(\n", - "Dimensions: (depth: 51, latitude: 111, longitude: 131)\n", - "Coordinates:\n", - " * depth (depth) float32 0.0 10.0 20.0 30.0 ... 470.0 480.0 490.0 500.0\n", - " * latitude (latitude) float32 20.0 20.5 21.0 21.5 ... 73.5 74.0 74.5 75.0\n", - " * longitude (longitude) float32 -55.0 -54.5 -54.0 -53.5 ... 8.5 9.0 9.5 10.0\n", - "Data variables:\n", - " vsv (depth, latitude, longitude) float32 ...\n", - " vsh (depth, latitude, longitude) float32 ...\n", - "Attributes: (12/27)\n", - " title: Collaborative Seismic Earth Model (CSEM) -...\n", - " id: csem_north_atlantic\n", - " reference: Fichtner et al., GRL (2018); Rickers et al...\n", - " references: https://cos.ethz.ch/research/CSEM.html\n", - " summary: CSEM extraction of the Alpine region\n", - " keywords: Collaborative Seismic Earth Model, multi-s...\n", - " ... ...\n", - " geospatial_lon_units: degrees\n", - " geospatial_lon_resolution: 0.5\n", - " geospatial_vertical_min: 0.0\n", - " geospatial_vertical_max: 500.0\n", - " geospatial_vertical_units: km\n", - " geospatial_vertical_positive: down)\n" - ] - } - ], - "source": [ - "import xarray as xr\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "data_path = \"../../../Datasets/Original/OpenSWI-deep/csem-north-atlantic-2019.12.01.nc\"\n", - "\n", - "# load the .nc file\n", - "data = xr.open_dataset(data_path)\n", - "\n", - "# print the keys of the dataset\n", - "print(data.keys())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 1: Velocity Profile Extracting\n", - "1. Extracting\n", - "2. De-duplicating" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(111,) (131,) (51,) (51, 111, 131) (51, 111, 131)\n" - ] - } - ], - "source": [ - "latitude = np.array(data['latitude'].values)\n", - "longitude = np.array(data['longitude'].values)\n", - "depth = np.array(data['depth'].values)\n", - "vsv = np.array(data['vsv'].values)\n", - "vsh = np.array(data['vsh'].values)\n", - "\n", - "LON,LAT = np.meshgrid(longitude,latitude)\n", - "\n", - "\n", - "# print the shape of the dataset\n", - "print(latitude.shape,longitude.shape,depth.shape,vsv.shape,vsh.shape)\n" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# average the vsv and vsh\n", - "vs = np.sqrt(vsv*vsh)\n", - "\n", - "# plot the vs\n", - "fig,axs = plt.subplots(1,3,figsize=(12,4))\n", - "axs[0].pcolormesh(LON,LAT,vsv[4,:,:],cmap='seismic')\n", - "axs[0].set_title('vs')\n", - "axs[0].set_xlabel('longitude')\n", - "axs[0].set_ylabel('latitude')\n", - "axs[1].pcolormesh(LON,LAT,vsh[4,:,:],cmap='seismic')\n", - "axs[1].set_title('vsh')\n", - "axs[1].set_xlabel('longitude')\n", - "axs[1].set_ylabel('latitude')\n", - "axs[2].pcolormesh(LON,LAT,vs[4,:,:],cmap='seismic')\n", - "axs[2].set_title('vs')\n", - "axs[2].set_xlabel('longitude')\n", - "axs[2].set_ylabel('latitude')\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# single station comparsion\n", - "fig,axs = plt.subplots(1,3,figsize=(12,4))\n", - "axs[0].step(vsv[:,0,0],depth)\n", - "axs[0].set_title('vsv')\n", - "axs[0].set_xlabel('vsv')\n", - "axs[0].invert_yaxis()\n", - "axs[1].step(vsh[:,0,0],depth)\n", - "axs[1].set_title('vsh')\n", - "axs[1].set_xlabel('vsh')\n", - "axs[1].invert_yaxis()\n", - "axs[2].step(vs[:,0,0],depth)\n", - "axs[2].set_title('vs')\n", - "axs[2].set_xlabel('vs')\n", - "axs[2].invert_yaxis()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 2: Quality Control & Interpolation\n", - "\n", - "1. interpolation\n", - "\n", - "2. rationalizing (remove the thin layers)\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import sys\n", - "sys.path.append('../../../')\n", - "from SWIDP.process_1d_deep import *\n", - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(14541, 51)" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs = vs.reshape(vs.shape[0],-1).T\n", - "vs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(14541, 301)" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# -------------------------------------------------------\n", - "# interp to 1 km thickness\n", - "# -------------------------------------------------------\n", - "from scipy.interpolate import interp1d\n", - "max_depth = 300+0.1\n", - "depth_interp = np.concatenate([\n", - " np.arange(0, max_depth, 1)\n", - "])\n", - "vs_models = vs_interp = np.zeros((vs.shape[0],depth_interp.shape[0]))\n", - "for i in range(vs.shape[0]):\n", - " vs_temp = vs[i,:]\n", - " depth_interp_temp = depth_interp[:np.argmin(np.abs(depth_interp-depth.max()))]\n", - " f = interp1d(depth.reshape(-1),vs_temp,kind='nearest')\n", - " vs_temp = f(depth_interp_temp)\n", - " vs_interp[i,:len(vs_temp)] = vs_temp\n", - "vs_interp[:,len(vs_temp):] = vs_interp[:,len(vs_temp)-1].reshape(-1,1)\n", - "vs_interp.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs[sta_idx,:],depth,c='k')\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "e515d154730c4339b600421ff9b71df9", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/14541 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 3: Dispersion Curve Forward Modeling" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "bf674adc034e4089917d26c8f1dbe101", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/14541 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vel_models.shape[0])\n", - "\n", - " # velocity profile\n", - " axs[i,j*2].step(vel_models[sta_idx][:,2],vel_models[sta_idx][:,0],c='k')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,1],s=2,c='r')\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,2],s=2,c='b')\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [], - "source": [ - "phase_mask = np.sum(disp_data[:,:,1] == 0,axis=1)==0\n", - "group_mask = np.sum(disp_data[:,:,2] == 0,axis=1)==0\n", - "mask = phase_mask*group_mask\n", - "\n", - "loc = np.hstack((LON.reshape(-1,1),LAT.reshape(-1,1)))[mask,:]\n", - "vel_models = vel_models[mask,:,:]\n", - "disp_data = disp_data[mask,:,:]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "save_base_path = \"../../../Datasets/OpenSWI-deep/1s-100s-Base\"\n", - "# Save processed data as compressed npz files\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_North_Atlantic_loc.npz\"),\n", - " data=loc.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_North_Atlantic_model.npz\"),\n", - " data=vel_models.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_North_Atlantic_disp.npz\"),\n", - " data=disp_data.astype(np.float32))" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(array([69., 36., 30., 24., 22., 26., 17., 27., 27., 22.]),\n", - " array([ 1. , 10.9, 20.8, 30.7, 40.6, 50.5, 60.4, 70.3, 80.2,\n", - " 90.1, 100. ]),\n", - " )" - ] - }, - "execution_count": 25, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.hist(disp_data[0,:,0])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-deep/1s-100s-Base/08_CSEM_Japan.ipynb b/Datasets-Construction/OpenSWI-deep/1s-100s-Base/08_CSEM_Japan.ipynb deleted file mode 100644 index cd2686003a5842f8e3c9b3d61c639bcff83a1e11..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-deep/1s-100s-Base/08_CSEM_Japan.ipynb +++ /dev/null @@ -1,685 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## CSEM_Japan\n", - "Details of the dataset:\n", - "- Name: \tCSEM_Japan\n", - "- Title: \tJapanese Islands part of the Collaborative Seismic Earth Model(version 2019.12.01)\n", - "- Type:\t3-D Tomography Earth Model\n", - "- Sub Type: \tSH velocity, SV velocity\n", - "- Year\t2019\n", - " \n", - "Author(s):\t\n", - "- Andreas Fichtner\n", - " - ETH Zurich\n", - " - Zurich, Switzerland\n", - "- Saule Simute\n", - " - ETH Zurich\n", - " - Zurich, Switzerland\n", - "\n", - "Reference(s):\t\n", - "- Fichtner, A., Trampert, J., Cupillard, P., Saygin, E., Taymaz, T., Capdeville, Y., Villasenor, A., 2013. Multi-scale full waveform inversion. Geophysical Journal International 194, 534-556.\n", - "- Fichtner, A., Bunge, H.-P., Igel, H., 2006. The adjoint method in seismology - I. Theory. Physics of the Earth and Planetary Interiors 157, 86-104.\n", - "- Fichtner, A., van Herwaarden, D.-P., Afanasiev, M., Simute, S., Krischer, L., Cubuk-Sabuncu, Y., Taymaz, T., Colli, L., Saygin, E., Villasenor, A., Trampert, J., Cupillard, P., Bunge, H.-P., Igel, H., 2018. The Collaborative Seismic Earth Model: Generation I. Geophysical Research Letters 45, doi:10.1029/2018GL077338.\n", - "- Simute, S., Steptoe, H., Gokhberg, A., Fichtner, A., 2016. Full-waveform inversion of the Japanese islands region. Journal of Geophysical Research 121, 3722-3741.\n", - "\n", - "DOI:\tdoi:10.17611/DP/18027106\n", - "\n", - "Depth Coverage:\t0.0 - 600.0 km\n", - "\n", - "Areal Coverage:\tLatitude: 20.0 to 50.0 Longitude: 120.0 to 150.0\n", - "\n", - "Model Description\t\n", - " - CSEM_Japan (V. 2019.12.01) is the Japanese Islands part of the Collaborative Seismic Earth Model (CSEM, Fichtner et al., 2018). It has been constructed using multi-scale full seismic waveform inversion, combining spectral-element waveform modelling and adjoint techniques, as described in Fichtner et al. (2006,2009). This submodel has been extracted from the variable-parameterisation CSEM onto a regular grid, readable by EMC tools. While having regional contributions from various sub-inversions, the structure in this model is dominated by the full-waveforms inversion described in Simute et al. (2016).\n", - "\n", - "Data Set Description\t\n", - " - Since the datasets included in the CSEM are too heterogeneous for a brief description, please see Fichtner et al. (2018) for details.\n", - "\n", - "Web Page\t\n", - "- [cos.ethz.ch/research/CSEM.html](https://ds.iris.edu/spud/earthmodel/18027106)\n", - "\n", - "EMC Page\t\n", - "- [ds.iris.edu/ds/products/emc-csem_japan/](http://ds.iris.edu/ds/products/emc-csem_japan)\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step0: Downloading & Loading the Source Datasets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "KeysView(\n", - "Dimensions: (depth: 61, latitude: 121, longitude: 121)\n", - "Coordinates:\n", - " * depth (depth) float32 0.0 10.0 20.0 30.0 ... 570.0 580.0 590.0 600.0\n", - " * latitude (latitude) float32 20.0 20.25 20.5 20.75 ... 49.5 49.75 50.0\n", - " * longitude (longitude) float32 120.0 120.2 120.5 120.8 ... 149.5 149.8 150.0\n", - "Data variables:\n", - " vsv (depth, latitude, longitude) float32 ...\n", - " vsh (depth, latitude, longitude) float32 ...\n", - "Attributes: (12/27)\n", - " title: Collaborative Seismic Earth Model (CSEM) -...\n", - " id: csem_japan\n", - " reference: Fichtner et al., GRL (2018); Simute et al....\n", - " references: https://cos.ethz.ch/research/CSEM.html\n", - " summary: CSEM extraction of the Japanese Islands re...\n", - " keywords: Collaborative Seismic Earth Model, multi-s...\n", - " ... ...\n", - " geospatial_lon_units: degrees\n", - " geospatial_lon_resolution: 0.25\n", - " geospatial_vertical_min: 0.0\n", - " geospatial_vertical_max: 600.0\n", - " geospatial_vertical_units: km\n", - " geospatial_vertical_positive: down)\n" - ] - } - ], - "source": [ - "import xarray as xr\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "data_path = \"../../../Datasets/Original/OpenSWI-deep/csem-japan-2019.12.01.nc\"\n", - "\n", - "# load the .nc file\n", - "data = xr.open_dataset(data_path)\n", - "\n", - "# print the keys of the dataset\n", - "print(data.keys())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 1: Velocity Profile Extracting\n", - "1. Extracting\n", - "2. De-duplicating" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(121,) (121,) (61,) (61, 121, 121) (61, 121, 121)\n" - ] - } - ], - "source": [ - "latitude = np.array(data['latitude'].values)\n", - "longitude = np.array(data['longitude'].values)\n", - "depth = np.array(data['depth'].values)\n", - "vsv = np.array(data['vsv'].values)\n", - "vsh = np.array(data['vsh'].values)\n", - "\n", - "LON,LAT = np.meshgrid(longitude,latitude)\n", - "\n", - "# print the shape of the dataset\n", - "print(latitude.shape,longitude.shape,depth.shape,vsv.shape,vsh.shape)\n" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# average the vsv and vsh\n", - "vs = np.sqrt(vsv*vsh)\n", - "\n", - "# plot the vs\n", - "fig,axs = plt.subplots(1,3,figsize=(12,4))\n", - "axs[0].pcolormesh(LON,LAT,vsv[4,:,:],cmap='seismic')\n", - "axs[0].set_title('vs')\n", - "axs[0].set_xlabel('longitude')\n", - "axs[0].set_ylabel('latitude')\n", - "axs[1].pcolormesh(LON,LAT,vsh[4,:,:],cmap='seismic')\n", - "axs[1].set_title('vsh')\n", - "axs[1].set_xlabel('longitude')\n", - "axs[1].set_ylabel('latitude')\n", - "axs[2].pcolormesh(LON,LAT,vs[4,:,:],cmap='seismic')\n", - "axs[2].set_title('vs')\n", - "axs[2].set_xlabel('longitude')\n", - "axs[2].set_ylabel('latitude')\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# single station comparsion\n", - "fig,axs = plt.subplots(1,3,figsize=(12,4))\n", - "axs[0].step(vsv[:,0,0],depth)\n", - "axs[0].set_title('vsv')\n", - "axs[0].set_xlabel('vsv')\n", - "axs[0].invert_yaxis()\n", - "axs[1].step(vsh[:,0,0],depth)\n", - "axs[1].set_title('vsh')\n", - "axs[1].set_xlabel('vsh')\n", - "axs[1].invert_yaxis()\n", - "axs[2].step(vs[:,0,0],depth)\n", - "axs[2].set_title('vs')\n", - "axs[2].set_xlabel('vs')\n", - "axs[2].invert_yaxis()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 2: Quality Control & Interpolation\n", - "\n", - "1. interpolation\n", - "\n", - "2. rationalizing (remove the thin layers)\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import sys\n", - "sys.path.append('../../../')\n", - "from SWIDP.process_1d_deep import *\n", - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(14641, 61)" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs = vs.reshape(vs.shape[0],-1).T\n", - "vs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(14641, 301)" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# -------------------------------------------------------\n", - "# interp to 1 km thickness\n", - "# -------------------------------------------------------\n", - "\n", - "from scipy.interpolate import interp1d\n", - "\n", - "max_depth = 300+0.1\n", - "depth_interp = np.concatenate([\n", - " np.arange(0, max_depth, 1)\n", - "])\n", - "vs_models = vs_interp = np.zeros((vs.shape[0],depth_interp.shape[0]))\n", - "for i in range(vs.shape[0]):\n", - " vs_temp = vs[i,:]\n", - " depth_interp_temp = depth_interp[:np.argmin(np.abs(depth_interp-depth.max()))]\n", - " f = interp1d(depth.reshape(-1),vs_temp,kind='nearest')\n", - " vs_temp = f(depth_interp_temp)\n", - " vs_interp[i,:len(vs_temp)] = vs_temp\n", - "vs_interp[:,len(vs_temp):] = vs_interp[:,len(vs_temp)-1].reshape(-1,1)\n", - "vs_interp.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs[sta_idx,:],depth,c='k')\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "a5769eadce484df68ef832671197ebbb", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/14641 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 3: Dispersion Curve Forward Modeling" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "2764792c870b458e9a7ab0fc43dab09a", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/14641 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vel_models.shape[0])\n", - "\n", - " # velocity profile\n", - " axs[i,j*2].step(vel_models[sta_idx][:,2],vel_models[sta_idx][:,0],c='k')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,1],s=2,c='r')\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,2],s=2,c='b')\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [], - "source": [ - "phase_mask = np.sum(disp_data[:,:,1] == 0,axis=1)==0\n", - "group_mask = np.sum(disp_data[:,:,2] == 0,axis=1)==0\n", - "mask = phase_mask*group_mask\n", - "\n", - "loc = np.hstack((LON.reshape(-1,1),LAT.reshape(-1,1)))[mask,:]\n", - "vel_models = vel_models[mask,:,:]\n", - "disp_data = disp_data[mask,:,:]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "save_base_path = \"../../../Datasets/OpenSWI-deep/1s-100s-Base\"\n", - "# Save processed data as compressed npz files\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_Japan_loc.npz\"),\n", - " data=loc.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_Japan_model.npz\"),\n", - " data=vel_models.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_Japan_disp.npz\"),\n", - " data=disp_data.astype(np.float32))" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(array([69., 32., 26., 27., 25., 26., 21., 26., 25., 23.]),\n", - " array([ 1. , 10.9, 20.8, 30.7, 40.6, 50.5, 60.4, 70.3, 80.2,\n", - " 90.1, 100. ]),\n", - " )" - ] - }, - "execution_count": 20, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.hist(disp_data[0,:,0])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-deep/1s-100s-Base/09_CSEM_lberia.ipynb b/Datasets-Construction/OpenSWI-deep/1s-100s-Base/09_CSEM_lberia.ipynb deleted file mode 100644 index 0a851ecd0d62e4be0c0c1d23cbd0e48ca7f28622..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-deep/1s-100s-Base/09_CSEM_lberia.ipynb +++ /dev/null @@ -1,637 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## CSEM_lberia\n", - "Details of the dataset:\n", - "- Name: \tCSEM_Iberia\n", - "- Title: \tIberiaan (Western Mediterranean) part of the Collaborative Seismic Earth Model(version 2019.12.01)\n", - "- Type:\t3-D Tomography Earth Model\n", - "- Sub Type: \tSH velocity, SV velocity\n", - "- Year\t2019\n", - "\n", - "Author(s):\t\n", - "- Andreas Fichtner\n", - " - ETH Zurich\n", - " - Zurich, Switzerland\n", - "- Antonio Villasenor\n", - " - CSIC\n", - " - Barcelona, Spain\n", - "\n", - "Reference(s):\t\n", - "- Fichtner, A., Trampert, J., Cupillard, P., Saygin, E., Taymaz, T., Capdeville, Y., Villasenor, A., 2013. Multi-scale full waveform inversion. Geophysical Journal International 194, 534-556.\n", - "- Fichtner, A., Bunge, H.-P., Igel, H., 2006. The adjoint method in seismology - I. Theory. Physics of the Earth and Planetary Interiors 157, 86-104.\n", - "- Fichtner, A., Trampert, J., Cupillard, P., Saygin, E., Taymaz, T., Capdeville, Y., Villasenor, A., 2013. Multi-scale full waveform inversion. Geophysical Journal International 194, 534-556.\n", - "- Fichtner, A., Villasenor, A., 2015. Crust and upper mantle of the western Mediterranean - Constraints from full-waveform inversion. Earth and Planetary Science Letters 428, 52-62.\n", - "- Fichtner, A., van Herwaarden, D.-P., Afanasiev, M., Simute, S., Krischer, L., Cubuk-Sabuncu, Y., Taymaz, T., Colli, L., Saygin, E., Villasenor, A., Trampert, J., Cupillard, P., Bunge, H.-P., Igel, H., 2018. The Collaborative Seismic Earth Model: Generation I. Geophysical Research Letters 45, doi:10.1029/2018GL077338.\n", - "\n", - "DOI:\tdoi:10.17611/DP/18027098\n", - "\n", - "Depth Coverage:\t0.0 - 400.0 km\n", - "\n", - "Areal Coverage:\tLatitude: 32.0 to 48.2 Longitude: -12.0 to 10.0\n", - "\n", - "Model Description\t\n", - " - CSEM_Iberia (V. 2019.12.01) is the Iberian (Western Mediterranean) part of the Collaborative Seismic Earth Model (CSEM, Fichtner et al., 2018). It has been constructed using multi-scale full seismic waveform inversion, combining spectral-element waveform modelling and adjoint techniques, as described in Fichtner et al. (2006,2009). This submodel has been extracted from the variable-parameterisation CSEM onto a regular grid, readable by EMC tools. While having regional contributions from various sub-inversions, the structure in this model is dominated by the full-waveforms inversion described in Fichtner et al. (2013) and Fichtner & Villasenor (2015).\n", - "\n", - "Data Set Description\t\n", - " - Since the datasets included in the CSEM are too heterogeneous for a brief description, please see Fichtner et al. (2018) for details.\n", - "\n", - "Web Page\t\n", - "- [cos.ethz.ch/research/CSEM.html](https://ds.iris.edu/spud/earthmodel/18027098)\n", - "\n", - "EMC Page\t\n", - "- [ds.iris.edu/ds/products/emc-csem_iberia/](http://ds.iris.edu/ds/products/emc-csem_iberia)\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step0: Downloading & Loading the Source Datasets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "KeysView(\n", - "Dimensions: (depth: 81, latitude: 82, longitude: 111)\n", - "Coordinates:\n", - " * depth (depth) float32 0.0 5.0 10.0 15.0 ... 385.0 390.0 395.0 400.0\n", - " * latitude (latitude) float32 32.0 32.2 32.4 32.6 ... 47.6 47.8 48.0 48.2\n", - " * longitude (longitude) float32 -12.0 -11.8 -11.6 -11.4 ... 9.4 9.6 9.8 10.0\n", - "Data variables:\n", - " vsv (depth, latitude, longitude) float32 ...\n", - " vsh (depth, latitude, longitude) float32 ...\n", - "Attributes: (12/27)\n", - " title: Collaborative Seismic Earth Model (CSEM) -...\n", - " id: csem_iberia\n", - " reference: Fichtner et al., GRL (2018); Fichtner and ...\n", - " references: https://cos.ethz.ch/research/CSEM.html\n", - " summary: CSEM extraction of the Iberian Peninsula a...\n", - " keywords: Collaborative Seismic Earth Model, multi-s...\n", - " ... ...\n", - " geospatial_lon_units: degrees\n", - " geospatial_lon_resolution: 0.2\n", - " geospatial_vertical_min: 0.0\n", - " geospatial_vertical_max: 400.0\n", - " geospatial_vertical_units: km\n", - " geospatial_vertical_positive: down)\n" - ] - } - ], - "source": [ - "import xarray as xr\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "data_path = \"../../../Datasets/Original/OpenSWI-deep/csem-iberia-2019.12.01.nc\"\n", - "\n", - "# load the .nc file\n", - "data = xr.open_dataset(data_path)\n", - "\n", - "# print the keys of the dataset\n", - "print(data.keys())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 1: Velocity Profile Extracting\n", - "1. Extracting\n", - "2. De-duplicating" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(82,) (111,) (81,) (81, 82, 111) (81, 82, 111)\n" - ] - } - ], - "source": [ - "latitude = np.array(data['latitude'].values)\n", - "longitude = np.array(data['longitude'].values)\n", - "depth = np.array(data['depth'].values)\n", - "vsv = np.array(data['vsv'].values)\n", - "vsh = np.array(data['vsh'].values)\n", - "\n", - "LON,LAT = np.meshgrid(longitude,latitude)\n", - "\n", - "# print the shape of the dataset\n", - "print(latitude.shape,longitude.shape,depth.shape,vsv.shape,vsh.shape)\n" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# average the vsv and vsh\n", - "vs = np.sqrt(vsv*vsh)\n", - "\n", - "# plot the vs\n", - "fig,axs = plt.subplots(1,3,figsize=(12,4))\n", - "axs[0].pcolormesh(LON,LAT,vsv[4,:,:],cmap='seismic')\n", - "axs[0].set_title('vs')\n", - "axs[0].set_xlabel('longitude')\n", - "axs[0].set_ylabel('latitude')\n", - "axs[1].pcolormesh(LON,LAT,vsh[4,:,:],cmap='seismic')\n", - "axs[1].set_title('vsh')\n", - "axs[1].set_xlabel('longitude')\n", - "axs[1].set_ylabel('latitude')\n", - "axs[2].pcolormesh(LON,LAT,vs[4,:,:],cmap='seismic')\n", - "axs[2].set_title('vs')\n", - "axs[2].set_xlabel('longitude')\n", - "axs[2].set_ylabel('latitude')\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# single station comparsion\n", - "fig,axs = plt.subplots(1,3,figsize=(12,4))\n", - "axs[0].step(vsv[:,0,0],depth)\n", - "axs[0].set_title('vsv')\n", - "axs[0].set_xlabel('vsv')\n", - "axs[0].invert_yaxis()\n", - "axs[1].step(vsh[:,0,0],depth)\n", - "axs[1].set_title('vsh')\n", - "axs[1].set_xlabel('vsh')\n", - "axs[1].invert_yaxis()\n", - "axs[2].step(vs[:,0,0],depth)\n", - "axs[2].set_title('vs')\n", - "axs[2].set_xlabel('vs')\n", - "axs[2].invert_yaxis()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 2: Quality Control & Interpolation\n", - "\n", - "1. interpolation\n", - "\n", - "2. rationalizing (remove the thin layers)\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import sys\n", - "sys.path.append('../../../')\n", - "from SWIDP.process_1d_deep import *\n", - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(9102, 81)" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs = vs.reshape(vs.shape[0],-1).T\n", - "vs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(9102, 301)" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# -------------------------------------------------------\n", - "# interp to 1 km thickness\n", - "# -------------------------------------------------------\n", - "\n", - "from scipy.interpolate import interp1d\n", - "max_depth = 300+0.1\n", - "depth_interp = np.concatenate([\n", - " np.arange(0, max_depth, 1)\n", - "])\n", - "vs_models = vs_interp = np.zeros((vs.shape[0],depth_interp.shape[0]))\n", - "for i in range(vs.shape[0]):\n", - " vs_temp = vs[i,:]\n", - " depth_interp_temp = depth_interp[:np.argmin(np.abs(depth_interp-depth.max()))]\n", - " f = interp1d(depth.reshape(-1),vs_temp,kind='nearest')\n", - " vs_temp = f(depth_interp_temp)\n", - " vs_interp[i,:len(vs_temp)] = vs_temp\n", - "vs_interp[:,len(vs_temp):] = vs_interp[:,len(vs_temp)-1].reshape(-1,1)\n", - "vs_interp.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs[sta_idx,:],depth,c='k')\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "bf2609d0c27f464a875a5ec6ee6e9b8f", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/9102 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 3: Dispersion Curve Forward Modeling" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "23dd9a863afc415595c40a699efb4f0c", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/9102 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vel_models.shape[0])\n", - "\n", - " # velocity profile\n", - " axs[i,j*2].step(vel_models[sta_idx][:,2],vel_models[sta_idx][:,0],c='k')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,1],s=2,c='r')\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,2],s=2,c='b')\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [], - "source": [ - "phase_mask = np.sum(disp_data[:,:,1] == 0,axis=1)==0\n", - "group_mask = np.sum(disp_data[:,:,2] == 0,axis=1)==0\n", - "mask = phase_mask*group_mask\n", - "\n", - "loc = np.hstack((LON.reshape(-1,1),LAT.reshape(-1,1)))[mask,:]\n", - "vel_models = vel_models[mask,:,:]\n", - "disp_data = disp_data[mask,:,:]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "save_base_path = \"../../../Datasets/OpenSWI-deep/1s-100s-Base\"\n", - "# Save processed data as compressed npz files\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_lberia_loc.npz\"),\n", - " data=loc.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_lberia_model.npz\"),\n", - " data=vel_models.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_lberia_disp.npz\"),\n", - " data=disp_data.astype(np.float32))" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(array([70., 32., 24., 26., 23., 27., 21., 36., 17., 24.]),\n", - " array([ 1. , 10.9, 20.8, 30.7, 40.6, 50.5, 60.4, 70.3, 80.2,\n", - " 90.1, 100. ]),\n", - " )" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.hist(disp_data[0,:,0])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-deep/1s-100s-Base/10_CSEM_Australasia.ipynb b/Datasets-Construction/OpenSWI-deep/1s-100s-Base/10_CSEM_Australasia.ipynb deleted file mode 100644 index ea0fb70b386f0e7f9ffb8558d973fec6f5a45eae..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-deep/1s-100s-Base/10_CSEM_Australasia.ipynb +++ /dev/null @@ -1,647 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## CSEM_Australasia\n", - "Details of the dataset:\n", - "- Name: \tCSEM_Australasia\n", - "- Title: \tAustralasian part of the Collaborative Seismic Earth Model(version 2019.12.01)\n", - "- Type:\t3-D Tomography Earth Model\n", - "- Sub Type: \tSH velocity, SV velocity\n", - "- Year\t2019\n", - "\n", - "Author(s):\t\n", - "- Andreas Fichtner\n", - " - ETH Zurich\n", - " - Zurich, Switzerland\n", - "- Erdinc Saygin\n", - " - CSIRO\n", - " - Perth, Australia\n", - "- Brian L. N. Kennett\n", - " - Australian National University\n", - " - Canberra, Australia\n", - "- Hans-Peter Bunge\n", - " - Ludwig Maximilian University\n", - " - Munich, Germany\n", - "- Heiner Igel\n", - " - Ludwig Maximilian University\n", - " - Munich, Germany\n", - "\n", - "Reference(s):\t\n", - "- Fichtner, A., Bunge, H.-P., Igel, H., 2006. The adjoint method in seismology - I. Theory. Physics of the Earth and Planetary Interiors 157, 86-104.\n", - "- Fichtner, A., Kennett, B. L. N., Igel, H., Bunge, H.-P., 2009. Full seismic waveform tomography for upper-mantle structure in the Australasian region using adjoint methods. Geophysical Journal International 179, 1703-1725.\n", - "- Fichtner, A., Kennett, B. L. N., Igel, H., Bunge, H.-P., 2010. Full waveform tomography for radially anisotropic structure: New insights into present and past states of the Australasian upper mantle. Earth and Planetary Science Letters 290, 270-280.\n", - "- Fichtner, A., van Herwaarden, D.-P., Afanasiev, M., Simute, S., Krischer, L., Cubuk-Sabuncu, Y., Taymaz, T., Colli, L., Saygin, E., Villasenor, A., Trampert, J., Cupillard, P., Bunge, H.-P., Igel, H., 2018. The Collaborative Seismic Earth Model: Generation I. Geophysical Research Letters 45, doi:10.1029/2018GL077338.\n", - "\n", - "DOI:\tdoi:10.17611/DP/18027074\n", - "\n", - "Depth Coverage:\t0.0 - 500.0 km\n", - "\n", - "Areal Coverage:\tLatitude: -50.0 to 0.0 Longitude: 100.0 to 180.0\n", - "\n", - "Model Description\t\n", - " - CSEM_Australasia (V. 2019.12.01) is the Australasian part of the Collaborative Seismic Earth Model (CSEM, Fichtner et al., 2018). It has been constructed using multi-scale full seismic waveform inversion, combining spectral-element waveform modeling and adjoint techniques, as described in Fichtner et al. (2006, 2009). This submodel has been extracted from the variable-parameterisation CSEM onto a regular grid, readable by EMC tools. While having regional contributions from various sub-inversions, the structure in this model is dominated by the Australasian full-waveform inversion described in Fichtner et al. (2010).\n", - "\n", - "Data Set Description\t\n", - " - Since the datasets included in the CSEM are too heterogeneous for a brief description, please see Fichtner et al. (2018) for details.\n", - "\n", - "Web Page\n", - "- [cos.ethz.ch/research/CSEM.html](https://ds.iris.edu/spud/earthmodel/18027074)\n", - "\n", - "EMC Page\n", - "- [ds.iris.edu/ds/products/emc-csem_australasia/](http://ds.iris.edu/ds/products/emc-csem_australasia)\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step0: Downloading & Loading the Source Datasets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "KeysView(\n", - "Dimensions: (depth: 51, latitude: 51, longitude: 81)\n", - "Coordinates:\n", - " * depth (depth) float32 0.0 10.0 20.0 30.0 ... 470.0 480.0 490.0 500.0\n", - " * latitude (latitude) float32 -50.0 -49.0 -48.0 -47.0 ... -3.0 -2.0 -1.0 0.0\n", - " * longitude (longitude) float32 100.0 101.0 102.0 103.0 ... 178.0 179.0 180.0\n", - "Data variables:\n", - " vsv (depth, latitude, longitude) float32 ...\n", - " vsh (depth, latitude, longitude) float32 ...\n", - "Attributes: (12/27)\n", - " title: Collaborative Seismic Earth Model (CSEM) -...\n", - " id: csem_australasia\n", - " reference: Fichtner et al., GRL (2018); Fichtner et a...\n", - " references: https://cos.ethz.ch/research/CSEM.html\n", - " summary: CSEM extraction of Australasia\n", - " keywords: Collaborative Seismic Earth Model, multi-s...\n", - " ... ...\n", - " geospatial_lon_units: degrees\n", - " geospatial_lon_resolution: 1.0\n", - " geospatial_vertical_min: 0.0\n", - " geospatial_vertical_max: 500.0\n", - " geospatial_vertical_units: km\n", - " geospatial_vertical_positive: down)\n" - ] - } - ], - "source": [ - "import xarray as xr\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "data_path = \"../../../Datasets/Original/OpenSWI-deep/csem-australasia-2019.12.01.nc\"\n", - "\n", - "# load the .nc file\n", - "data = xr.open_dataset(data_path)\n", - "\n", - "# print the keys of the dataset\n", - "print(data.keys())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 1: Velocity Profile Extracting\n", - "1. Extracting\n", - "2. De-duplicating" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(51,) (81,) (51,) (51, 51, 81) (51, 51, 81)\n" - ] - } - ], - "source": [ - "latitude = np.array(data['latitude'].values)\n", - "longitude = np.array(data['longitude'].values)\n", - "depth = np.array(data['depth'].values)\n", - "vsv = np.array(data['vsv'].values)\n", - "vsh = np.array(data['vsh'].values)\n", - "\n", - "LON,LAT = np.meshgrid(longitude,latitude)\n", - "\n", - "\n", - "# print the shape of the dataset\n", - "print(latitude.shape,longitude.shape,depth.shape,vsv.shape,vsh.shape)\n" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# average the vsv and vsh\n", - "vs = np.sqrt(vsv*vsh)\n", - "\n", - "\n", - "# plot the vs\n", - "fig,axs = plt.subplots(1,3,figsize=(12,4))\n", - "axs[0].pcolormesh(LON,LAT,vsv[4,:,:],cmap='seismic')\n", - "axs[0].set_title('vs')\n", - "axs[0].set_xlabel('longitude')\n", - "axs[0].set_ylabel('latitude')\n", - "axs[1].pcolormesh(LON,LAT,vsh[4,:,:],cmap='seismic')\n", - "axs[1].set_title('vsh')\n", - "axs[1].set_xlabel('longitude')\n", - "axs[1].set_ylabel('latitude')\n", - "axs[2].pcolormesh(LON,LAT,vs[4,:,:],cmap='seismic')\n", - "axs[2].set_title('vs')\n", - "axs[2].set_xlabel('longitude')\n", - "axs[2].set_ylabel('latitude')\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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+/dq9e7eGDx+usWPHatGiRXrsscd03nnnafz48fr+97+v0aNHa8aMGZKkiRMn6oYbbtCdd96p1atXq729XQsXLtRtt92m0aNHW7ZjAJBu5COcyjAM3bK6TvWffWX3UuBS5CMAr0l40N61a5euvvrq6L9ramokSfPmzdOaNWv0t3/7tzp27Ji+973v6fDhw7riiiv02muvaeDAgdHv+cUvfqGFCxfq2muvVVZWlioqKvTjH//Ygt0BAPuQj3Cq4+0dMUP2lHHDKPqBpchHAF7jMwzDsHsRiYpEIgoEAgqHw7zXBglraTupkmWbJEl7l5cpPzfh15vgAm7NEbfuF1Lr1FzctbRUIwbnUvTjYW7OETfvG1KL40dIiWWII1rHAQBAeuTnZjNkAwDQTwzaAAAAAABYiEEbnua8N04AgPXIQgDoGzmJRDFow9Nmra6TA2sKAMAyhmFo1uo6u5cBABmLnEQyGLThOYNyslUyqqu8YO+hiI6387mxALzreHuH9h6KSJJKRvlpGweA05CTSAaDNjzH5/OpdkHQ7mUAQMapXRCkCA0A+kBOwiwGbXgS+QgAPZGNANA3chJmMWgDAAAAAGAhBm0AADzKMAy1tNFTAQCA1QbYvQAAAJB+hmHoltV1qv/sK7uXAgCA63BGGwAADzre3hEzZE8ZN4wmXQAALMIZbQAAPG7X0lKNGJxLky4AABbhjDYAAB6Xn5vNkA0AgIUYtAEAAAAAsBCDNgAAAAAAFmLQBgAAAADAQgzaAAAAAABYiEEbAAAAAAALMWgDAAAAAGAhBm14nmHYvQIASD+yDwCA1GHQhufNWl0ngyNOAB5iGIZmra6zexkAALgWgzY8aVBOtkpG+SVJew9FdLy9w+YVAUD6HG/v0N5DEUlSySi/BuVk27wiAADchUEbnuTz+VS7IGj3MgDAdrULgvL5fHYvAwAAV2HQhmdxXAkAZCEAAKnAoA2IUiAA3kLmAYB5ZCaSwaANiEI0AN5BERoAmEdmIlkM2vAsCtEAeBFFaABgHpmJZDFow7MoRAPgdRShAYB5ZCYSwaANTyMrAXgZGQgA5pGZSASDNgAAAAAAFmLQBgDAQ+h9BAAg9Ri0AQDwCNpzAQBIDwZtAAA8gvZcAADSg0EbAAAPoj0XAIDUYdAGAMCDmLEBAEgdBm0AAAAAACzEoA38AU28ANyOnAMAID0YtIE/mLW6TgZHoQBcisZxAADSh0EbnjYoJ1slo/ySpL2HIjre3mHzigAgNWgcBwAgfRi04Wk+n0+1C4J2LwMA0orGcQAAUotBG57HsSYAryH3AABIrQF2LwDIJC1tXZeOD8rJ5mwPANfqzjqJvAMAs8hOJIJBGzjFlMfe6Pq/44ZxaSUA1+rOOom8AwCzyE4kgkvH4XmDcrI1ZdywmNt2ffYVxWgAXCVe1knkHQD0hexEsjijDc/rLkQ73t6hlraOmFcrAcAtTs06SeQdAJhAdiJZCZ3RXrFihf7oj/5IBQUFGjlypGbMmKF9+/bFbHPixAlVV1drxIgRGjJkiCoqKtTU1BSzTWNjo8rLy5Wfn6+RI0dq8eLFOnnyZP/3BkiSz+dTfu4A5efycTdIDvkIJ/g668g7pBcZCScjO5GMhAbtrVu3qrq6Wjt27NDmzZvV3t6u66+/XseOHYtuc++99+qll15SbW2ttm7dqoMHD2rmzJnR+zs6OlReXq62tjZt375dzz33nNasWaNly5ZZt1cAkGbkIwD0jowE4DlGPzQ3NxuSjK1btxqGYRiHDx82cnJyjNra2ug2H330kSHJqKurMwzDMF555RUjKyvLCIVC0W1WrVpl+P1+o7W11dTvDYfDhiQjHA73Z/lAD8da241xD2w0xj2w0fjdkRPGsdZ2o7Oz0+5lIQVSnSPkIzIdeYfepCNHyEg4FdnpbYlkSL/K0MLhsCRp+PDhkqT6+nq1t7ertLQ0us2ECRM0duxY1dXVSZLq6up08cUXq7CwMLpNWVmZIpGIGhoa4v6e1tZWRSKRmC8g1aY89oZKlm3SrNV1MgzD7uXAYchHOAl5h3QjI+EGZCf6kvSg3dnZqUWLFumP//iPddFFF0mSQqGQcnNzNXTo0JhtCwsLFQqFotucGpDd93ffF8+KFSsUCASiX8XFxckuG+gTDeSwAvkIJyDvYBcyEk5GdsKspFvHq6ur9eGHH+rtt9+2cj1xLVmyRDU1NdF/RyIRghIpQQM5rEA+wgnIO9iFjISTkZ0wK6lBe+HChdq4caO2bdumMWPGRG8vKipSW1ubDh8+HPOKZFNTk4qKiqLbvPfeezE/r7tRsnub0+Xl5SkvLy+ZpQIJ626WBJJBPsJJyDukGxkJNyA7YUZCl44bhqGFCxdqw4YNevPNNzV+/PiY+ydPnqycnBxt2bIletu+ffvU2NioYDAoSQoGg9qzZ4+am5uj22zevFl+v18lJSX92RcgZVraOtTSdpL336BX5CPcojvvyDxYiYyE23GsiNMl9FJMdXW11q5dq//4j/9QQUFB9P0wgUBAgwYNUiAQ0Pz581VTU6Phw4fL7/fr7rvvVjAY1LRp0yRJ119/vUpKSjRnzhytXLlSoVBIS5cuVXV1Na84ImN1XxY0Zdww1S4Iyufz2bwiZBryEW5x6mWQZB6sQkbC7ThWxOkSOqO9atUqhcNhfec739GoUaOiX+vWrYtu8+STT2r69OmqqKjQVVddpaKiIv3qV7+K3p+dna2NGzcqOztbwWBQt99+u+bOnavly5dbt1eABSi7QCLIRzhZvLyTyDxYh4yEG3GsiL74DAde3xCJRBQIBBQOh+X3++1eDlzMMIweZRd7l5fxvhwXcGuOuHW/kHrdeSeJzPM4N+eIm/cN9uBY0VsSyRCeAUAfKLsA4BXkHQAkjuxEb5L+HG0AAAAAANATL78ACWpp67q0clBONkUXAFyPzAOAxJCbkBi0gYTRKgnAS8g8AEgMuQmJS8cBU2iVBOAlZB4AJIbcxOk4ow2Y4PP5VLsg2KNVEgDciMwDgMSQmzgdgzZgEq2SALyEzAOAxJCbOBWXjgMAAAAAYCFecgH6gVZJAF5C5gFAYshN72LQBvqBVkkAXkLmAUBiyE3v4tJxIEG0SgLwEjIPABJDbkLijDaQMFolAXgJmQcAiSE3ITFoA0mhVRKAl5B5AJAYchP89QGLUHYBwEvIPABIDLnpLQzagEUouwDgJWQeACSG3PQWytCAfqDsAoCXkHkAkBhy07s4ow30A2UXALyEzAOAxJCb3sWgDfQTZRcAvITMA4DEkJvexKXjAAAAAABYiEEbSIGWtg4ZhmH3MgAgLVraOtTSdpLcAwCTyE334xoGIAWmPPYGjZIAPIMmXQBIDLnpfpzRBixyeqskjZIA3IwmXQBIDLnpLZzRBizS3Sr5xbE2GiUBuB5NugCQGHLTWxi0AQt1tUpm270MAEgLmnQBIDHkpnfwVwZSqKWt61KgQTnZvPcGgCeQewCQGHLTnRi0gRSi6AKA15B7AJAYctOdKEMDLEbRBQCvIfcAIDHkpvtxRhuwGEUXALyG3AOAxJCb7segDaQARRcAvIbcA4DEkJvuxqXjAAAAAABYiJdQgDShURKA15B7AJAYctM9GLSBNKFREoDXkHsAkBhy0z24dBxIIRolAXgNuQcAiSE33Ykz2kAK0SgJwGvIPQBIDLnpTgzaQIrRKAnAa8g9AEgMuek+XDoOAAAAAICFeNkEsAGNkgC8pjv3JLIPAMzgeNHZGLQBG9AoCcBrTn3PIdkHAGfG8aKzcek4kCY0SgLwmni5J5F9ANAbjhfdgzPaQJrQKAnAa07NPUlkHwCcAceL7sGgDaQRjZIAvIbcA4DEkJvuwF8QsBlFFwC8iOwDAPMolHQeBm3AZhRdAPAisg8AzKNQ0nkoQwNsQNEFAC8i+wDAPAolnY0z2oANKLoA4EVkHwCYR6GksyV0RnvVqlWaNGmS/H6//H6/gsGgXn311ej9J06cUHV1tUaMGKEhQ4aooqJCTU1NMT+jsbFR5eXlys/P18iRI7V48WKdPHnSmr0BHKS76CI/N9vupcAC5CNgDtnnTWQkkJyvM5PcdJqEBu0xY8bo8ccfV319vXbt2qVrrrlGN998sxoaGiRJ9957r1566SXV1tZq69atOnjwoGbOnBn9/o6ODpWXl6utrU3bt2/Xc889pzVr1mjZsmXW7hUApBn5CAC9IyMBeI7RT8OGDTOeeeYZ4/Dhw0ZOTo5RW1sbve+jjz4yJBl1dXWGYRjGK6+8YmRlZRmhUCi6zapVqwy/32+0traa/p3hcNiQZITD4f4uH7DdsdZ2Y9wDG41xD2w0fnfkhHGstd041tpudHZ22r00V0tHjpCPQO/IvsyVrhwhI4HExMtNMjO9EsmQpMvQOjo69Pzzz+vYsWMKBoOqr69Xe3u7SktLo9tMmDBBY8eOVV1dnSSprq5OF198sQoLC6PblJWVKRKJRF/RjKe1tVWRSCTmC3CjKY+9oZJlm1SybJNmra6TYRh2LwlJIB+BxJB93kJGAv3XnZtkZuZKeNDes2ePhgwZory8PC1YsEAbNmxQSUmJQqGQcnNzNXTo0JjtCwsLFQqFJEmhUCgmILvv776vNytWrFAgEIh+FRcXJ7psIGPRKOke5CNgHtnnPWQk0D98coOzJNw6fsEFF2j37t0Kh8N64YUXNG/ePG3dujUVa4tasmSJampqov+ORCIEJVyDRkn3IB8B88g+7yEjgf7hkxucJeFBOzc3V9/85jclSZMnT9bOnTv1ox/9SJWVlWpra9Phw4djXpFsampSUVGRJKmoqEjvvfdezM/rbpTs3iaevLw85eXlJbpUwDG6GyXhbOQjkBiyz1vISKD/yE3nSPo92t06OzvV2tqqyZMnKycnR1u2bInet2/fPjU2NioYDEqSgsGg9uzZo+bm5ug2mzdvlt/vV0lJSX+XArhOS1uHWtpO8t4bhyIfgeR0Zx/5525kJGANMjMzJfRyyJIlS3TjjTdq7NixOnLkiNauXau33npLmzZtUiAQ0Pz581VTU6Phw4fL7/fr7rvvVjAY1LRp0yRJ119/vUpKSjRnzhytXLlSoVBIS5cuVXV1Na82AnF0XxI0Zdww1S4Iyufz2bwi9IZ8BKxz6uWQ5J87kJFA6pCZmSmhQbu5uVlz587VoUOHFAgENGnSJG3atEnXXXedJOnJJ59UVlaWKioq1NraqrKyMj311FPR78/OztbGjRt11113KRgMavDgwZo3b56WL19u7V4BDtZddLHrs6+it3UXXXCpUOYiH4H+iZd9EvnnFmQkYC0yM/P5DAdeXxCJRBQIBBQOh+X3++1eDmA5wzB6FF3sXV5GaFrIrTni1v2CN3RnnyTyz0ZuzhE37xu8h8xMv0QyhL8AkIEougDgRWQfAJhHZma2fpehAQAAAACAr/ESCOAQLW1dlwYNysmm4AKAp5B/AGAemZkZGLQBh6CBHIBXkX8AYB6ZmRm4dBzIYN2NkqfqbpMEADcj/wDAPDIz83BGG8hgPp9PtQuCPRrIAcDtyD8AMI/MzDwM2kCGo1ESgFeRfwBgHpmZWbh0HAAAAAAACzFoAw7U0tYhwzDsXgYApB35BwDmkZn2YdAGHGjKY29o1uo6ghOA55B/AGAemWkfBm3AIU5vk6RJEoBXkH8AYB6ZmRkYtAGH6G6T3LW01O6lAEBakX8AYB6ZmRkYtAEH6WqTzLZ7GQCQduQfAJhHZtqPQRtwMAouAHgV+QcA5pGZ6cegDTgYBRcAvIr8AwDzyMz0Y9AGHIaCCwBeRf4BgHlkpr0YtAGHoeACgFeRfwBgHplpLwZtwIEouADgVeQfAJhHZtqHQRsAAAAAAAsxaAMuQK8FAK+iSRcAzCMu04dBG3ABWiQBeBVNugBgHnmZPgzagEMNyslWySi/JGnvoQgtkgA8gyZdADCPY0Z7MGgDDtXdJAkAXkOTLgCYxzGjPRi0AQfz+exeAQDYgyZdADCPY8b0Y9AGXIJCIABeRgYCgDnkZXowaAMuQSEQAC8jAwHAHPIyPRi0AQejEAiAl5GBAGAOeZl+DNqAg1EIBMDLyEAAMIe8TD8GbcDhKAQC4GVkIACYQ16mF4M2AAAAAAAWYtAGXIZeCwBeRgYCgDm0j6cWgzbgMrRIAvAyMhAAzKF9PLUYtAEXGJSTrZJRfknS3kMRWiQBeAoZCADm0D6ePgzagAt0N0kCgBeRgQBgDu3j6cOgDbiEz2f3CgDAPmQgAJhD+3h6MGgDAAAAAGAhBm3AhWiRBOBlZCAAmEdcpgaDNuBCtEgC8DIyEADMIy9Tg0EbcAlaJAF4GRkIAObxaQ2px6ANuAQtkgC8jAwEAPP4tIbUY9AGXIQWSQBeRgYCgHl8WkNqMWgDLsbbbQB4GaVoAGAOeWk9Bm3AxSi3AOBllKIBgDnkpfUYtAGXodwCgJdRigYA5pCXqcWgDbgM5RYAvIxSNAAwh7xMrX4N2o8//rh8Pp8WLVoUve3EiROqrq7WiBEjNGTIEFVUVKipqSnm+xobG1VeXq78/HyNHDlSixcv1smTJ/uzFACnoNzCfuQjYB9K0TIb+QhkDvIydZIetHfu3Kmnn35akyZNirn93nvv1UsvvaTa2lpt3bpVBw8e1MyZM6P3d3R0qLy8XG1tbdq+fbuee+45rVmzRsuWLUt+LwAgg5CPABAf+QjAKwYk801Hjx5VVVWV/uVf/kWPPfZY9PZwOKyf/exnWrt2ra655hpJ0rPPPquJEydqx44dmjZtml5//XXt3btXb7zxhgoLC3XppZfq0Ucf1QMPPKCHH35Yubm51uwZAEldLZKpMCgnWz5OnfdAPgKZJ1U52I08NId8BDIfx43WSWrQrq6uVnl5uUpLS2OCsr6+Xu3t7Sot/fo6/wkTJmjs2LGqq6vTtGnTVFdXp4svvliFhYXRbcrKynTXXXepoaFB3/rWt3r8vtbWVrW2tkb/HYlEklk24ElTHnsjNT933DDVLgh6LjTPhHwEMk+qcjD688lDU9KdjxIZCSSK40brJHzp+PPPP6/3339fK1as6HFfKBRSbm6uhg4dGnN7YWGhQqFQdJtTQ7L7/u774lmxYoUCgUD0q7i4ONFlA55yeotkKtBM2RP5CGSOdORgN/LwzOzIR4mMBMzguDE1EjqjfeDAAd1zzz3avHmzBg4cmKo19bBkyRLV1NRE/x2JRAhKoA/dLZKpCLSWto6Unx1yIvIRyCypzMFu5KE5duWjREYCZnDcmBoJDdr19fVqbm7Wt7/97ehtHR0d2rZtm37yk59o06ZNamtr0+HDh2NelWxqalJRUZEkqaioSO+9917Mz+1uleze5nR5eXnKy8tLZKmA53W1SCb17hAkgXwEMg85mBnsykeJjATMIi+tl9Cl49dee6327Nmj3bt3R7+mTJmiqqqq6H/n5ORoy5Yt0e/Zt2+fGhsbFQx2fa5vMBjUnj171NzcHN1m8+bN8vv9KikpsWi3AKRDS1uHWtpOqqXtpAzDsHs5tiIfAW8jD3tHPgKQYnPSC1mZ0MsWBQUFuuiii2JuGzx4sEaMGBG9ff78+aqpqdHw4cPl9/t19913KxgMatq0aZKk66+/XiUlJZozZ45WrlypUCikpUuXqrq6mlccAYc59VIgL5ZcnIp8BLyNPOwd+QhA6lm05vasTPpztHvz5JNPavr06aqoqNBVV12loqIi/epXv4ren52drY0bNyo7O1vBYFC333675s6dq+XLl1u9FAAp0FthhhdLLhJFPgLuQh5ah3wE3KmvojW3Z6XPcOA5+0gkokAgoHA4LL/fb/dyAM8xDCMajKeWXOxdXuaY9/e4NUfcul9ApnJDHp7OzTni5n0DMtWpOSk5OysTyRDn7BWAjEFhBgB0IQ8BoG9ezUnLLx0HAAAAAMDLvPfSAoCUaWn7+rKgQTnZri23AIAzOTUPJTIRAOJx87EjgzYAy9C6CwBdvNauCwDJcPOxI5eOA+gXWncBoIuX23UBwCyvHDtyRhtAv/h8PtUuCMZt3QUALzk9DyUyEQBO55VjRwZtAP3m1TZJADgdeQgAZ+aFrOTScQAAAAAALOTulxEA2MrNTZIAkCgyEQD65qacZNAGkDJubpIEgESRiQDQNzflJJeOA7CUV5okAcAMMhEA+ubWnOSMNgBLeaVJEgDMIBMBoG9uzUkGbQCW80KTJACYRSYCQN/cmJPu2hsAGa274MLp5RYAYAU3lf4AQCo4OScZtAGkTfdlQE4vtwAAK7ip9AcAUsHJOUkZGoCUildw4fRyCwBIlltLfwDAKm7JSc5oA0ipUwsu3FJuAQDJcmvpDwBYxS05yaANIOXcWHABAMkiEwGgb27ISS4dBwAAAADAQs5+mQCAYzm5RRIAUoFcBIC+OekTbBi0AdjCyS2SAJAK5CIA9M1Jn2DDpeMA0sYtLZIAYBVyEQD65tRPsOGMNoC0cUuLJABYhVwEgL459RNsGLQBpJUbWiQBwErkIgD0zYk56azVAnAtJ5VbAEA6UI4GAL3L9Ixk0AaQEZxUbgEA6UA5GgD0LtMzkjI0ALZxarkFAKQK5WgA0DsnZSRntAHYxqnlFgCQKpSjAUDvnJSRDNoAbOXEcgsASCVyEQB655SM5NJxAAAAAAAslPkvBQDwnExvkQQAO5CNANC7TMtIBm0AGSfTWyQBwA5kIwD0LtMykkvHAWQEJ7VIAkC6kI0A0LtMzkjOaAPICE5qkQSAdCEbAaB3mZyRDNoAMoZTWiQBIJ3IRgDoXaZmJJeOAwAAAABgocwb/QHgNN0tkpnQIAkAmYJsBIDe2Z2RDNoAMl73e20yoUESADIF2QgAvbM7I7l0HEBGitcimQkNkgBgJ7IRAHqXSRnJGW0AGenUFslMapAEADuRjQDQu0zKSAZtABkrU1skAcBOZCMA9C5TMtL+FQBAArqLLSQKgACgG9kIAL2zIyMZtAE4yqmXAFEABABdyEYA6J0dGUkZGoCMF6/YQqIACIC3kY0A0Du7M5Iz2gAy3qnFFpJsL7cAgExANgJA7+zOyITOaD/88MPy+XwxXxMmTIjef+LECVVXV2vEiBEaMmSIKioq1NTUFPMzGhsbVV5ervz8fI0cOVKLFy/WyZMnrdkbAK7VXWzR9ZVt93J6IB8B2CHTs7EbGQnADnZmZMJntC+88EK98cbXrwQMGPD1j7j33nv18ssvq7a2VoFAQAsXLtTMmTP1zjvvSJI6OjpUXl6uoqIibd++XYcOHdLcuXOVk5Ojv//7v7dgdwDAPuQjAPSOjATgJQkP2gMGDFBRUVGP28PhsH72s59p7dq1uuaaayRJzz77rCZOnKgdO3Zo2rRpev3117V371698cYbKiws1KWXXqpHH31UDzzwgB5++GHl5ub2f48AeEomNe2SjwAyxanZKNmfjxIZCSBzpCMjEy5D+/jjjzV69Gidc845qqqqUmNjoySpvr5e7e3tKi0tjW47YcIEjR07VnV1dZKkuro6XXzxxSosLIxuU1ZWpkgkooaGhl5/Z2trqyKRSMwXAEhdLZIlyzapZNkm28t/yEcAmeLUbMyEfJTISACZIx0ZmdCgPXXqVK1Zs0avvfaaVq1apf379+vKK6/UkSNHFAqFlJubq6FDh8Z8T2FhoUKhkCQpFArFBGT3/d339WbFihUKBALRr+Li4kSWDcBlemuRtBP5CMBumZiN3chIAHZLd0YmdOn4jTfeGP3vSZMmaerUqRo3bpzWr1+vQYMGWb64bkuWLFFNTU3035FIhKAEPOz0Fslug3LsKwIiHwHYrbdslOzNR4mMBGC/dGdkvz5He+jQoTr//PP1ySefqKioSG1tbTp8+HDMNk1NTdH34xQVFfVokOz+d7z37HTLy8uT3++P+QLgbbEtkl1fdr//8FTkIwA7xMvGTMtHiYwEYI90ZmS/Bu2jR4/q008/1ahRozR58mTl5ORoy5Yt0fv37dunxsZGBYNBSVIwGNSePXvU3Nwc3Wbz5s3y+/0qKSnpz1IAIKOQjwDQOzISgNsldOn4/fffr5tuuknjxo3TwYMH9dBDDyk7O1uzZ89WIBDQ/PnzVVNTo+HDh8vv9+vuu+9WMBjUtGnTJEnXX3+9SkpKNGfOHK1cuVKhUEhLly5VdXW18vLyUrKDAJAO5CMA9I6MBOA1CQ3an3/+uWbPnq0vvvhCZ599tq644grt2LFDZ599tiTpySefVFZWlioqKtTa2qqysjI99dRT0e/Pzs7Wxo0bdddddykYDGrw4MGaN2+eli9fbu1eAUCakY8A0DsyEoDX+AzDMOxeRKIikYgCgYDC4TDvtQGQFLfmiFv3C0D6uDlH3LxvAFIvkQzp13u0AQAAAABALAZtAAAAAAAsxKANAAAAAICFGLQBAAAAALAQgzYAAAAAABZi0AYAAAAAwEIJfY52puj+RLJIJGLzSgA4VXd+OPATDvtEPgLoL7fmo0RGAuifRPLRkYP2kSNHJEnFxcU2rwSA0x05ckSBQMDuZViGfARgFbflo0RGArCGmXz0GQ58ubKzs1MHDx5UQUGBfD6f3cuR1PXqRnFxsQ4cOHDGDy93Mx6HLjwOXTL5cTAMQ0eOHNHo0aOVleWed9GYzcdM/ttkEh4nc3iczHHK4+TWfJRSfwzplL9xuvG49MRjEl+mPy6J5KMjz2hnZWVpzJgxdi8jLr/fn5FPinTjcejC49AlUx8Ht52pkRLPx0z922QaHidzeJzMccLj5MZ8lNJ3DOmEv7EdeFx64jGJL5MfF7P56K6XKQEAAAAAsBmDNgAAAAAAFmLQtkheXp4eeugh5eXl2b0UW/E4dOFx6MLjkLn425jD42QOj5M5PE7ux984Ph6XnnhM4nPT4+LIMjQAAAAAADIVZ7QBAAAAALAQgzYAAAAAABZi0AYAAAAAwEIM2gAAAAAAWIhB24RVq1Zp0qRJ0Q9ODwaDevXVV3vdfs2aNfL5fDFfAwcOTOOK0+Pxxx+Xz+fTokWL+tyutrZWEyZM0MCBA3XxxRfrlVdeSc8C08TM4+DG58TDDz/cY58mTJjQ5/e4/bmQKcis5JBp5ng1886ETHQ/svXMyNH4yM0uXstJBm0TxowZo8cff1z19fXatWuXrrnmGt18881qaGjo9Xv8fr8OHToU/frss8/SuOLU27lzp55++mlNmjSpz+22b9+u2bNna/78+frggw80Y8YMzZgxQx9++GGaVppaZh8HyZ3PiQsvvDBmn95+++1et3X7cyGTkFmJI9PM8XrmnQmZ6G5ka9/I0fjIzVieykkDSRk2bJjxzDPPxL3v2WefNQKBQHoXlEZHjhwxzjvvPGPz5s3Gn/zJnxj33HNPr9veeuutRnl5ecxtU6dONf76r/86xatMvUQeBzc+Jx566CHjkksuMb29m58LTuDlzDoTMs0cr2femZCJ3kS2diFH4yM3Y3ktJzmjnaCOjg49//zzOnbsmILBYK/bHT16VOPGjVNxcfEZX+10murqapWXl6u0tPSM29bV1fXYrqysTHV1dalaXtok8jhI7nxOfPzxxxo9erTOOeccVVVVqbGxsddt3fxcyGRk1pmRaeaQeWdGJnoH2RqLHI2P3OzJSzk5wO4FOMWePXsUDAZ14sQJDRkyRBs2bFBJSUncbS+44AL9/Oc/16RJkxQOh/XEE0/o8ssvV0NDg8aMGZPmlVvr+eef1/vvv6+dO3ea2j4UCqmwsDDmtsLCQoVCoVQsL20SfRzc+JyYOnWq1qxZowsuuECHDh3SI488oiuvvFIffvihCgoKemzv1udCpiKzzCHTzCHzzoxM9AaytSdyND5ysyev5SSDtkkXXHCBdu/erXA4rBdeeEHz5s3T1q1b44ZrMBiMeXXz8ssv18SJE/X000/r0UcfTeeyLXXgwAHdc8892rx5s+vKGRKRzOPgxufEjTfeGP3vSZMmaerUqRo3bpzWr1+v+fPn27gySGSWGWSaOWSeOWSiN5CtscjR+MjN+LyWkwzaJuXm5uqb3/ymJGny5MnauXOnfvSjH+npp58+4/fm5OToW9/6lj755JNULzOl6uvr1dzcrG9/+9vR2zo6OrRt2zb95Cc/UWtrq7Kzs2O+p6ioSE1NTTG3NTU1qaioKC1rToVkHofTueU5caqhQ4fq/PPP73Wf3PhcyGRk1pmRaeaQeckhE92JbI1FjsZHbprj9pzkPdpJ6uzsVGtrq6ltOzo6tGfPHo0aNSrFq0qta6+9Vnv27NHu3bujX1OmTFFVVZV2794dNzCCwaC2bNkSc9vmzZv7fD9TpkvmcTidW54Tpzp69Kg+/fTTXvfJjc8FJ/FiZp0JmWYOmZccMtEbvJ6t5Gh85KY5rs9Ju9vYnODBBx80tm7dauzfv9/4n//5H+PBBx80fD6f8frrrxuGYRhz5swxHnzwwej2jzzyiLFp0ybj008/Nerr643bbrvNGDhwoNHQ0GDXLqTM6Q2Kpz8W77zzjjFgwADjiSeeMD766CPjoYceMnJycow9e/bYsNrUOdPj4MbnxH333We89dZbxv79+4133nnHKC0tNc466yyjubnZMAzvPhcyAZmVPDLNHC9m3pmQie5HtppDjsZHbnovJ7l03ITm5mbNnTtXhw4dUiAQ0KRJk7Rp0yZdd911kqTGxkZlZX19ccBXX32lO++8U6FQSMOGDdPkyZO1ffv2Xssy3OT0x+Lyyy/X2rVrtXTpUv3d3/2dzjvvPL344ou66KKLbFxl6nnhOfH5559r9uzZ+uKLL3T22Wfriiuu0I4dO3T22WdL4rlgJzLLOjyPzeE5RSZ6AdmaHJ778Xnx+eK1nPQZhmHYvQgAAAAAANyC92gDAAAAAGAhBm0AAAAAACzEoA0AAAAAgIUYtAEAAAAAsBCDNgAAAAAAFmLQBgAAAADAQgzaAAAAAABYiEEbAAAAAAALMWgDAOBha9as0dChQ+1eBgAArsKgDQAAAACAhRi0AQAAAACwEIM2HOOf//mfNXr0aHV2dsbcfvPNN+sv//Iv9etf/1pXX321CgoK5Pf7NXnyZO3atUuRSESDBg3Sq6++GvN9GzZsUEFBgVpaWtK5GwBguWTz8VSbNm3SxIkTNWTIEN1www06dOhQOncBANLGiswEzoRBG44xa9YsffHFF/qv//qv6G1ffvmlXnvtNVVVVamqqkpjxozRzp07VV9frwcffFA5OTny+/2aPn261q5dG/PzfvGLX2jGjBnKz89P964AgKWSzcduLS0teuKJJ/Rv//Zv2rZtmxobG3X//ffbsSsAkHL9zUzAjAF2LwAwa9iwYbrxxhu1du1aXXvttZKkF154QWeddZauvvpqNTY2avHixZowYYIk6bzzzot+b1VVlebMmaOWlhbl5+crEono5Zdf1oYNG2zZFwCwUn/yUZLa29u1evVqnXvuuZKkhQsXavny5endCQBIk/5mJmAGZ7ThKFVVVfrlL3+p1tZWSV1npW+77TZlZWWppqZGf/VXf6XS0lI9/vjj+vTTT6Pf993vflc5OTn6z//8T0nSL3/5S/n9fpWWltqyHwBgtWTzUZLy8/OjQ7YkjRo1Ss3NzWldPwCkU38yEzCDQRuOctNNN8kwDL388ss6cOCA/vu//1tVVVWSpIcfflgNDQ0qLy/Xm2++qZKSkugZ69zcXN1yyy3Ry8fXrl2ryspKDRjARR0A3CHZfJTU45JIn88nwzDSun4ASKf+ZCZghs/g/5PCYe644w5FIhFNnTpVzz77rD766KO4282ePVvHjh2LnsXeunWrrrvuOn3wwQeaNGmStm/frqlTp6Zz6QCQUsnk45o1a7Ro0SIdPnw4ev+LL76oP/uzP2PYBuBqyR5TAmZwOg+OU1VVpenTp6uhoUG33367JOn48eNavHixbrnlFo0fP16ff/65du7cqYqKiuj3XXXVVSoqKlJVVZXGjx/PkA3AdZLNRwDwIjITqcSgDce55pprNHz4cO3bt09//ud/LknKzs7WF198oblz56qpqUlnnXWWZs6cqUceeST6fT6fT7Nnz9bKlSu1bNkyu5YPACmTbD4CgBeRmUglLh0HAAAAAMBClKEBAAAAAGAhBm0AAAAAACzEoA0AAAAAgIUYtAEAAAAAsBCDNgAAAAAAFmLQBgAAAADAQgzaAAAAAABYiEEbAAAAAAALMWgDAAAAAGAhBm0AAAAAACzEoA0AAAAAgIX+H7aWU8Yag6bWAAAAAElFTkSuQmCC", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# single station comparsion\n", - "fig,axs = plt.subplots(1,3,figsize=(12,4))\n", - "axs[0].step(vsv[:,0,0],depth)\n", - "axs[0].set_title('vsv')\n", - "axs[0].set_xlabel('vsv')\n", - "axs[0].invert_yaxis()\n", - "axs[1].step(vsh[:,0,0],depth)\n", - "axs[1].set_title('vsh')\n", - "axs[1].set_xlabel('vsh')\n", - "axs[1].invert_yaxis()\n", - "axs[2].step(vs[:,0,0],depth)\n", - "axs[2].set_title('vs')\n", - "axs[2].set_xlabel('vs')\n", - "axs[2].invert_yaxis()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 2: Quality Control & Interpolation\n", - "\n", - "1. interpolation\n", - "\n", - "2. rationalizing (remove the thin layers)\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import sys\n", - "sys.path.append('../../../')\n", - "from SWIDP.process_1d_deep import *\n", - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(4131, 51)" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs = vs.reshape(vs.shape[0],-1).T\n", - "vs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(4131, 301)" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# -------------------------------------------------------\n", - "# interp to 1 km thickness\n", - "# -------------------------------------------------------\n", - "\n", - "from scipy.interpolate import interp1d\n", - "max_depth = 300+0.1\n", - "depth_interp = np.concatenate([\n", - " np.arange(0, max_depth, 1)\n", - "])\n", - "vs_models = vs_interp = np.zeros((vs.shape[0],depth_interp.shape[0]))\n", - "for i in range(vs.shape[0]):\n", - " vs_temp = vs[i,:]\n", - " depth_interp_temp = depth_interp[:np.argmin(np.abs(depth_interp-depth.max()))]\n", - " f = interp1d(depth.reshape(-1),vs_temp,kind='nearest')\n", - " vs_temp = f(depth_interp_temp)\n", - " vs_interp[i,:len(vs_temp)] = vs_temp\n", - "vs_interp[:,len(vs_temp):] = vs_interp[:,len(vs_temp)-1].reshape(-1,1)\n", - "vs_interp.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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8PLPnePXVV7Fo0SLMmTMHI0aMcOwvoxJm0HY1atRAr169sGbNGouPVzYv9evXt7pI9qOPPsLUqVPxxBNP4MUXX6x0210V81e+X3/9FYMGDULr1q2xfv16o+IPgO19YHn76nQ6ud0AUKdOHQA377li6sKFC/LzeALmz9wnn3yCo0eP4vHHHzc6XgI31xmfOnVKvj9ZnTp1UFJSgqysLKPnKC4uxqVLl4yyEhYWhq+++gqnT5/G7t27cerUKaxatQoXLlyQ78Gn9Dk9ATPoGPXr1wcAXL58WfHPqtYHOmSey8tkZmaKunXrioSEBHnbXXfdZXFK95577hGNGzc2KiUqhBDx8fGKy2RWdUp3y5Yt8mUndevWFXfccYfd1nGUN6VruL7a0hRy/fr1Rd++fYUQQqxcuVK+Dtva1zvvvGP08++//74AICZOnGiX38NdMIPlGzx4sMXLTqqSlyFDhojAwECztVdffvml8PX1FUOGDKlwXZanYP7+8ddff4nIyEjRrFkzkZWVZXEfW/tAIYQYNmyYACD+97//Ge23YsUKAUCkpaUJIYQ4cuSIACAWLlxotN+5c+cEAPHaa69V6fdyZcyfEDNmzKjweLlx40YhhBCbNm2yeMlxWlqaACA++eSTcl/rypUrwt/fXzz44IPytqo+p7tjBs0pvbRPiH9K669du9bi4+Vd2peTkyOqVasmpkyZYrS9qKhIBAcHK15/ZivOSClUUlJiNvWq0+kQFRVlNJ2o1WotTtH6+voCgFG5yZ9++qncG4zZasCAAbhx44bRjRdLSkos3lk8JycHY8aMQceOHTFr1iwsX74c+/fvx6xZs4z2q2rpaUuaN2+O2NhYfPXVV0bPu337dpw9exZ9+/YFAPTq1QsbN240+woPD0f79u2xceNG+fICAFi3bh0mTJiAhx9+GPPnz7dbe10NM2id6dlQADh16hR27txpVsnH1rxkZ2ebbfv111/x9ddfo1+/fvDx+acb3bNnD4YNG4Zu3bphzZo1Ro95CubPuoyMDDkT27ZtQ3h4uMX9bO0DAchliFesWCFvKy0txcqVK1GzZk20a9cOANCqVSvcfvvt+OCDD4wuN128eDEkScLQoUMrbL87YP4sGzZsmMXjpaFdGzduxP/93/8BuHlsrVmzptlNmhcvXgyNRoOBAweW+1rTp0/HjRs3MGnSJHlbVZ/TnTCDVXf58mWzy+KvX7+OOXPmwN/fHz179lT8nGFhYejTpw9Wr16N/Px8efuqVatQUFCAf/3rX1Vut0UOGZ55sCtXrgitVitGjhwp5s+fLz744ANx//33CwDi7bfflvd78803BQAxadIksXbtWvH1118LIYT48MMPBQAxaNAgsXTpUjFt2jRRvXp10apVqyqfiSgpKREJCQnCx8dHPPnkk+L9998XvXr1Em3atDE7E/HII4+IwMBAo5s0jhkzRvj5+RkttldSrSUnJ0fMnDlTzJw5U/Tv318AEM8884yYOXOmWLBggdG+33//vfD19RXNmzcX8+fPFzNmzBAhISGiWbNmZmdSTFkqNvHTTz8Jf39/ER4eLj788EOxatUqoy/Ts7nujBm0TqfTiQcffFDMnTtXfPDBB2LKlCmiZs2aIjAwUD5zL4SyvPTs2VMMGDBAvP766+KDDz4QEydOFBqNRoSFhYnff/9d3u/UqVMiLCxMBAUFiYULF5o956+//qrob+uqmD/rYmNj5bO7pv//t2/fbrSvrX1gaWmp6N27t5AkSYwdO1YsXLhQ9O3bVwAQS5cuNXrOb775RkiSJHr16iU++OADMWHCBOHj4yMee+wxG/+iro/5UwYWik0IIcTChQsFADF06FCxbNky8cgjjwgA4o033jDab/bs2eLhhx8W7733nli0aJHo16+fACBef/31Sj+nu2MGrbP1c+DKlStFkyZNxNSpU8WSJUvErFmzROvWrQUAMWvWLLPnNTynYYZ+1KhR8ray9u3bJwICAkTbtm3F4sWLxQsvvCACAwNFv379bPhrVg4HUgoVFRWJKVOmiNjYWBESEiK0Wq2IjY0VixYtMtqvoKBAPPTQQ6J69eoCgBz00tJSMWvWLBEdHS3/z960aZPZm8EWln7m0qVLYsSIESI0NFSEhYWJESNGiAMHDhi9gb766iuzN7wQN+8eHR0dLWJjY+UKZ0reQIY7Z1v6svS77dixQ3Tq1EkEBgaKmjVrihEjRogLFy5U+DqWBlIVXQborDvKOwMzaN2MGTNE+/btRY0aNUS1atVEVFSUGDZsmDh06JDRfkry8u9//1t07NhR1KxZU1SrVk3UqVNHDB8+XBw/ftzoOQ3ttPZV2Q9Crob5s668///du3c329/WPjA/P188/fTTIjIyUvj7+4uYmBixevVqi23YuHGjiIuLEwEBAaJevXrixRdfLLdipbth/pSxNpASQogPPvhANG/eXPj7+4smTZqId955x+xys02bNomOHTuKkJAQodFoRKdOncRnn31m9fVseU53xwxaZ+vnwF9++UXcfffdom7dusLf318EBweLLl26WM1WeX2rqZSUFBEfHy8CAwNFeHi4SE5OlqubOoJ0q4FERERERERkI8+7gJ+IiIiIiMjBqlW8Cznb5cuXrd6PAbi5UNHaImYie2AGSU3MH6mJ+SO1MYPug5f2uaAePXpg9+7dVh+Pjo6W7w9B5AjMIKmJ+SM1MX+kNmbQfXAg5YL27dtndENGU0FBQUhISHBii8jbMIOkJuaP1MT8kdqYQffBgRQREREREZFCLDZBRERERESkEItN4OZd4s+fP4+QkBBIkqR2c8gFCCGQn5+PqKgo+Pg49nwD80emmD9SGzNIamL+SG22ZpADKQDnz59H/fr11W4GuaCzZ8+iXr16Dn0N5o+sYf5IbcwgqYn5I7VVlEEOpACEhIQAuPnHCg0NVbk15Ary8vJQv359ORuOxPyRKeaP1MYMkpqYP1KbrRn0mIHUwoULMW/ePGRkZCA2NhYLFixAx44dbfpZw1RuaGgo30RkxBnT/MwfWcP8kdqYQVIT80dqqyiDHlFsYt26dZg8eTJmzJiB/fv3IzY2FomJicjKylK7aURERERE5IE8YiA1f/58PPbYY3j00UfRsmVLLFmyBBqNBh9++GGln1OUlkKflQV9VhZEaakdW0tUMeaP1MT8kdqYQVIT80e2cvtL+4qLi7Fv3z5Mnz5d3ubj44M+ffogPT3d4s8UFRWhqKhI/j4vL89sn8KLF6GNiAAA6DMzodXp7Nxy8laK85eRIf+bqKrY/5HamEFSE/NH9uT2M1IXL15ESUkJIkw+aEZERCAjI8Piz8yePRthYWHyF6u1kDMpzV9gv34A75tNdsL+j9TGDJKamD+yJ7cfSFXG9OnTkZubK3+dPXtW7SaRF7EpfxoNDtz6p++hQxB6vVPbSJ6L/R+pjRkkNTF/ZE9uf2lf7dq14evri8zMTKPtmZmZiIyMtPgzAQEBCAgIcEbziMzYkj+NVovkmBjsPXwYAFCYnQ2tI6sXaTQAb0ToFRT3f3r9zS9vxveHXTGDVcQ8VolT8sf/R17D7QdS/v7+aNeuHXbu3InBgwcDuHmX6p07d2L8+PHqNo6okiRJwvYdO4BbJwO0jRs79PVEQgKklBR2/GTG0dlzB3x/qIsZNMY8Oldl8sf/R97D7QdSADB58mSMHDkS7du3R8eOHfHuu+9Cr9fj0Ucftc8LlHc2gmcdyEEkrRapALo447XS0iCysiAFBzvh1ZyA78uq0Wiclj13IKWlQej1nvP+cAfMoFUV9tfs/6quivnzqGMq81QujxhIPfDAA8jOzsbLL7+MjIwMxMXFYevWrWYFKCqrvLMRPOtAjqLRajEtPh4H9u512GtoARjutiZZuRTWHfF9WTXOyJ47KPv+KCwshNYTPhS5CWbQnK39Nfu/qqts/jzxmMo8lc8jBlIAMH78ePteymfj2Qi3PevAMwwuT5IkpKSmorCw0GGvoS8oQGpkpMed9eUMQtU4I3vuoDArC+BlZapgBs3Z2l+z/6u6yubPE4+pzFP5PGYgZW8VnY1w97MOPMPgHiRJglarddjzazQa3OfmZ30lAKkA4ky2cwahahydPZcnBAJvrbsldXh9Bk2U119LAPYDaHbre/Z/VVeZ/HnCMRVgnpTgQMqKis5GuPtZB55hIMAzzvqKggIEm5zMSAXQVqNRp0HkEYReD99DhwAABwA0Y55IZeX112X7QeZVPZ5wTAWYJyU4kCpHeWcj3PWsg9E1/44uqW0JLyl0Oe5+1ldfUCD/WwdAD6BtfDxS3Ph3IvUV6vUwJCg5JgZpzBO5AGv9ddl+kHlVl7sfUyEE9FlZ8rfMU/k4kKokdz3roC9zzb8aJWV5SSHZlRAI7NdP/vbIiRPQ6nTQaDSQmDGqLJNcbd+xg3ki18W8kr0IAdGlC7RlJgmYp/JxIFUFbnnWITxc1ZKyvKSQ7Mns8qvwcPd7T5LLEQUFxrlipsiFMa9UZUIAhYUQBQWQygyiUgG0ZZ7K5aN2A8i5DEU0tIBTvoIBHDRpg7vN4pHrKpul5JgYaNjhU1UJgdIu/5xqYq7IpTGvVFW3ZqEQHGxUPE0HYFp8PPNUAc5IeRlnX5JoWgiARQDIUXj5AdmD6Szn9rQ05opcFvNKVSX0eqNZKODmZ7UjGRkI1+mYpwpwIOWFnHZJosmCRR2AZiwCQPYkhPxPdvZkD2ZFJngZMrkw5pWqRIibhcdufWtUsImDKJtwIEWOYWHB4pETJxDesCHfmGQfJgusiaqMi/bJnTCvVBVWPqexYJMyXCNFDmFpwaI2PJxvTLIb00tawEtGqYpMMyVx9pxcmGmRCeaVbCYERFaWxc9pWq2Wn9UU4ECK7M9k8SsXLJIjsNAE2RszRW6DRSaosm7NRLGwhH3w0j6yO9OzulywSI7GS1rI3pgpcmUsMkGVZVpcgoUlqoYzUmRXorQUF0+flr9Pjonhm5McjvkiexClpfK/mSlyZfqCAvnfyTEx0LLIBNnA9DOaYSaKn9MqjzNSZDeitBSHq1dHm/x8eRvP6hKROxClpfi7cWPcrnZDiCpgmlUeZ8kWlj6jsQhY1XFGiuymMDvb6A16KCQE2vBwFVtEHq1M6XOiqiq8eBG3X70KAPgzKAia2rVVbhGRZYXZ2UZZ5XGWbGHpM1p4dDQHUVVUpYFUUVGRvdpB7s6kDGv2kSOIycmB5MOxOjkAS5+TA9U7cYJ9F7kmk76PWSWb8DOawyj6C27ZsgUjR45E48aN4efnB41Gg9DQUHTv3h1vvPEGzp8/76h2koszXfiqiY7mG5QchqXPye7K3tyZfRe5KLOS51wbRRW5Veqcn9Ecw6a/4saNG9GsWTOMGjUK1apVw9SpU7FhwwZs27YNy5cvR/fu3fHdd9+hcePGeOKJJ5Cdne3odpOLYdlgcibmjeyKM5zkDljynJSyUOqcubEvm4pNvPnmm3jnnXdw5513wsfCCPb+++8HAJw7dw4LFizA6tWrMWnSJPu2lNwGF76SMzFvVFWmM5zNOMNJLoglz0kpS6XOmRv7smkglZ6ebtOT1a1bF3PmzKlSg8hNlb0shm9QciLmjaqqsLAQhvOzyTExSOPZWnJBZjnlZX1UHiFQmJ0tZ0YHoFl8PFKYG7ti+XOqOl4WQ0QegjOc5A6YUyrXrUv6tGVmo1jq3DEUD6SEEFi/fj127dqFrKwslJa5gSEAbNiwwW6NI/fAy2LI6Vj6nOyJM+rkZphTKo8oKDC7pK9teDhz4wCKS3ZMnDgRI0aMwMmTJxEcHIywsDCjL/I+XPhPTsUZULIn5omIPIlJURIdgGnx8fxs5iCKZ6RWrVqFDRs2YMCAAY5oD7k5Xm5AjsYZULIn5omIPIlpn3YkIwPhOh0/mzmI4hmpsLAwNG7c2BFtIQ/ANyo5GmdAyZ6YJyLyGLcKTBgkx8RwEOVgigdSr7zyCl599VVcvXrVEe0hIrIZZ0DJnpgnInJbhgITZSY72Kc5nuJL++6//3785z//gU6nQ8OGDeHn52f0+P79++3WOCIiMywMQA7CNBGRWxICIivLvMAEZ9gdTvFAauTIkdi3bx+GDx+OiIgIfpAhIudhYQByoMB+/YCDBwEe14jIXdyaiSo7iJLvGcWBlMMpHkht3rwZ27ZtQ5cyFUHIy7EUNTkJCwOQ3Wk0OACgLQDfQ4cg9HpIvGElEbkJS6XOWWDCeRSvkapfvz5CQ0Md0RZyR5whICdiYQCyN41Wi+SYGPn7shkjInJpVkqdcxDlPIoHUm+//Taee+45nDp1ygHNIXdjOkMAzhCQk3ARLdmDJEnYvmOH2s0gIlLMUqnzlNRUHhudSPGlfcOHD0dhYSGaNGkCjUZjVmzi8uXLdmscub5CvR6GOYHkmBikcYaAHImFJsgBjLLES5WJyE2YfQbjTJTTKR5IvfPOO/yfRDeZXNbHGQJyKF5GSk7AghNE5Bb4GcwlKB5IJSUlWX2M95byIrdKbRot/OdsFDmQKChgoQlyDBacICI3Y3ZM5GcwVSheIzVhwgSL2/V6PQYMGFDlBpEbMJTajIyUN3HhPzmUyYJa5o3siQUniMit8JjoMhQPpDZv3owZM2YYbdPr9ejfvz9u3Lhht4aR6xJ6vVmpze1paZxSJocxXVDLvJE9seAEEbkTHhNdh+KB1Pbt27Fs2TK8++67AID8/Hz07dsXkiRh69at9m4fuaCyZ2sjcLPUppaXwZADlc3c+JgY5o3szuhDiF7/zxeLT5ArYja9Wtlj4rOtWkHL2SjVKB5INWnSBFu3bsXMmTPx3nvvoV+/fvD398eWLVsU/4+cPXs2OnTogJCQEOh0OgwePBhHjx412ufatWtITk5GrVq1EBwcjCFDhiAzM9NonzNnzmDgwIHQaDTQ6XSYMmUKZ8ec5O/WrZGSksIzIeQ0eyQJTBs5krZxYyA4GAgOhujalR9YyeVoGzdmNgkAsPO334Bu3ZgFlSgeSAFAmzZtsGnTJjz//PPQaDSVGkQBwO7du5GcnIwff/wRO3bswPXr19GvXz/o9Xp5n0mTJuGbb77B559/jt27d+P8+fO477775MdLSkowcOBAFBcXY+/evfj444/x0Ucf4eWXX67Mr0a2uLUwGwD8jhwBuJ6AHK1M5nwPHYIoKFC1OeSBNBqkWtgspaVBZGXxQwqpzySjUloa+0JvZSkLWVmcqVSBJETFf/G2bdtanHE4ffo0dDodgoKC5G379++vdGOys7Oh0+mwe/dudOvWDbm5uQgPD8fatWsxdOhQAMCff/6JFi1aID09HZ06dcKWLVtw11134fz584iIiAAALFmyBFOnTkV2djb8/f0rfN28vDyEhYUhNzcXoaGhlW6/txBCICE2FnsPHwYA6DMzodXpVG6VfTkzE8xfxUwzV9KmDXw9uEQ18+d8Qgh07dIFB26t/9QCyCr7eEICpJQUj82cKWbQ9RgyemzvXjmbntoXMn/ls5QF+TEv66scxdZc2FT+fPDgwfZqV7lyc3MBADVr1gQA7Nu3D9evX0efPn3kfW6//XY0aNBAHkilp6cjJiZGHkQBQGJiIsaNG4fffvsNbdu2NXudoqIiFBUVyd/n5eU56lfySJIkYfv27UCdOmo3xS0xf8pJkoTtaWk4EBr6T4nqrCxIOh0PFgoxf5ZJkoSU1FR57YG+oACpkZEw1MUynPGVgoMBjYa5qwJmsHIMGc3OysKByMh/+sKCAkghIWo3z214Qv7KZqFsPwWY9FUA+ysHs2kgZVqlzxFKS0sxceJEJCQkoHXr1gCAjIwM+Pv7o3r16kb7RkREICMjQ96n7CDK8LjhMUtmz56NV1991c6/gRcRAkGJiWq3wm0xf5WjDQ5GckyMPCslRUbyzFslMH/WSZIkX6au0WhwX3y80Rlfwy0fmLuqYQYrT5IkhOt0GFymLyzt0sUjZ6UcxVPyZ8jCffHxOLB3r9Esetnb07C/ciyb1kjZcPVflSUnJ+PIkSP49NNPHf5a06dPR25urvx19uxZh7+mJzEtuwneGFUR5q9yDLNSZteFl1lTSRVj/mxjOON7JCPDbO0Uc1c1zGDVyDP0t7433ESabONJ+TP0U1kFBRb7KoD9laPZNJBq1aoVPv30UxQXF5e73/HjxzFu3DjMmTNHUSPGjx+PTZs2YdeuXahXr568PTIyEsXFxcjJyTHaPzMzE5G3RtuRkZFmVfwM30eWGZGXFRAQgNDQUKMvsl3Zspu8CZxyzF/laYODMS0+HmVX5BXyAKEI82c7wxnfafHx0ALGucvO5qLuSmIGq84wQ2/AftB2npY/w0x62b7KYn/FQhQOYdNAasGCBXjrrbcQGRmJBx54APPmzcOaNWvwxRdfYPny5Zg8eTI6duyIuLg4hIaGYty4cTa9uBAC48ePx8aNG/H999+jUaNGRo+3a9cOfn5+2Llzp7zt6NGjOHPmDDp37gwA6Ny5Mw4fPoysrH+W2+3YsQOhoaFo2bKlTe2gytu+YwdLn5PTyLMEJ07I2wL79ePBgRzG6Ixvmdyx/DSpyfQm0uwHqWxfZam/4u0cHMOmNVK9e/fGL7/8gtTUVKxbtw5r1qzB6dOncfXqVdSuXRtt27bFI488gocffhg1atSw+cWTk5Oxdu1afPXVVwgJCZHXNIWFhSEoKAhhYWEYPXo0Jk+ejJo1ayI0NBRPPfUUOnfujE6dOgEA+vXrh5YtW2LEiBF48803kZGRgRdffBHJyckICAioxJ+ElOAgipxNkiRow8NxAOBia3IKee1UeDhSARagIJcgabXsB8lI2XWepv0VwEIUjmDTQMqgS5cu6NKlS8U72mjx4sUAgB49ehhtX7lyJZKSkgAA77zzDnx8fDBkyBAUFRUhMTERixYtkvf19fXFpk2bMG7cOHTu3BlarRYjR47Ea6+9Zrd2EpFr0Wi1RoUnuNianEGj1WIaC1CQi2A/SOUx9FcsROFYNt1HytO54z0E1KTPyoL2VmVET7yHFMB7WLiDgvx8HL9VDh0ARH7+P2fZ3Bzz57qEEMjOysIxk5LDADPoDq/laTy1H2T+7EMIgcLCQugLCiz2WYDnZMbebM2FTWukiIhcDRdbkxpYgIJcCftBKo+iQhQsRlEpHEgRkVviYmtSCwtQkKtgP0i2sKUQBYtRVA4HUlQ1fMORigyLrYF/FlsTOYPhTK/21oJuefutxdzsG8lZ2A+SLeQ+y0K/Je9j6L84Q2UzDqSoSnj2i9RkWGxtUNqlC/NITmVY0F32UhkpMpJndslp2A+SUoZ+y9KlflJkJGeoFFBUtc+gtLQUf/31F7KyslBaWmr0WLdu3ezSMHJhGo1xyVW9ngsVSRWSJGF7WhoO3FpszTySsxkumcnOykJqmcXcUloas0hOwX6QlDL0W4WFhQAAfUGBUf8l78d+rEKKB1I//vgjHnroIZw+fRqmBf8kSUJJSYndGkeuybTkamFhIbR8k5FKDIut5Tzq9cwjOZWhAMV9JqXRC7Ozb97ThaWFycHYD5JSZe85pdFocN+tUukAjMqlF2ZnQytJvOeUFYov7XviiSfQvn17HDlyBJcvX8aVK1fkr8uXLzuijeRiTBe3EqmJi63JFRjO8LL4BKmB/SBVhS3FKNiXWaZ4Rur48eNYv349mjZt6oj2kJuQeFaCXIhhsbV8WUtWFiSdjmfPyKkkSZIXcRtd4sc8khOY9YMFBZBCQtRuFrmJsjNUMOnHgDJ9WXAwZ6fKUDwj9X//93/466+/HNEWIqJKMV1szcX+pBYWnyC1sOgE2UvZYhSWClGwP/uHTTNShw4dkv/91FNP4ZlnnkFGRgZiYmLg5+dntG+bNm3s20JyfXwzkcoMi61TQ0ONZwJ4RpacrNziE8wjOZDFohOcDaVKKFuMwlIhCqPZKcCrZ6hsGkjFxcVBkiSj4hKjRo2S/214jMUmvFNgv37AwYNe+yYi16ANDsY0k8X+pV26wJfZJCezVnyCeSRHMy06IUVGQiQkQEpJYe5IEcOlfmULUZQtQiFFRsr7enPGbBpInTx50tHtIHfDEujkYsrOBByIjGQ2SVXMI6nB6uw8c0eVVNHsFODdGbNpjVR0dLT8dfr0adStW9doW3R0NOrWrYvTp087ur3kIkyvxS7U61VsDdFNhpkAo2xmZ/PyU1IF80hqMMzOl13bwmM0VYVhdipcp7N6I9/C7GxAr/e6/k1xsYmePXtaLHOem5uLnj172qVR5PpYapVclWk2WYKa1MQ8krNZKsXPYzTZA8ukm1M8kDKshTJ16dKlf8omklcwlFoF/im1SuQKJK0WqWW/v7XQn0gNFvOYleVVHzbIuQyl+HmMJnszzE5ptVr5dg9Gjxv6Ny+ZnbJ5IHXffffhvvvugyRJSEpKkr+/7777cM899yAxMRHx8fGObCu5GJZaJVdlqQQ180lqYUl0UgOP0eRoLJOuYCAVFhaGsLAwCCEQEhIifx8WFobIyEiMHTsWq1evdmRbycXIpVZvfW9YSE2kNvnSlowM5pNUVzaPZjNTzCQ5CI/R5GhlL/Uz7d8A7+jjbKraBwArV64EADRs2BDPPvssL+MjAOalVgsLC6H1wqot5HoMC/0HM5/kAqyVRGcmyZF4jCZHq6hMuqdnTvEaqRkzZkCr1SIrKwspKSlISUlBVlZWxT9IHslwxstQwUUEBandJCKZaT71QhjdD4/ImcrOTDGT5AzsA8lZTGenymZOr9d7bO4UD6Ty8/MxYsQI1K1bF927d0f37t1Rt25dDB8+HLm5uY5oI7k4yccHhQAKAXTt1s1j3yzknsrmMyIyEl27dmVGSTWSJEEbHMxMktOwDyRnkQtRmPRxwcHBHps7xQOpMWPG4KeffsKmTZuQk5ODnJwcbNq0Cb/88gsef/xxR7SRXJxGo0FcXBwA4ODBg8jOzvbINwu5J41Gg4SEBPn7tLQ0ZpRUZSmTeg9fR0DqYd7I2UwzB3jusVfxQGrTpk348MMPkZiYiNDQUISGhiIxMRHLli3DN99844g2kouTJAkpKSny9xERER575oHcjyGfmZmZ8jZmlNRkKZPMIzkK80bOZshcQUGBxx97FQ+katWqhbCwMLPtYWFhqFGjhl0aRe5Hq9WanfEqLCxUsUVE/5AkCeHh4cwouQxDJsvO5jOP5CiW8sZZKXIkw2V+lo69npQ9xQOpF198EZMnT0ZGRoa8LSMjA1OmTMFLL71k18aR+7B0xovIlTCj5GpMZ/OJHMk0b542M0CuydNnRG0uf26wePFi/PXXX2jQoAEaNGgAADhz5gwCAgKQnZ2NpUuXyvvu37/ffi0ll2c4+0DkqphRcjWSJKndBPIiWq0WcXFxOHjwoDwLyj6RHK3sjKinZU/xQGrw4MEOaAYRkfN5yhkx8gzMIzmaYXYgJCQEADNHzmOaPU+heCA1Y8YMR7SDiMjpunbtiv3793NWgFwC80jOUDZfzBw5kyfmTPEaKQDIycnB8uXLMX36dFy+fBnAzcv4zp07Z9fGERHZm2m5fk9a9EruxzSPLDhBjsY+kFyBp8yGKh5IHTp0CM2aNcPcuXPx1ltvIScnBwCwYcMGTJ8+3d7tIyKyKy64JlfCghPkbOwDyRV4Su4UD6QmT56MpKQkHD9+HIGBgfL2AQMGYM+ePXZtHBGRIxgWXAOcBSD1eeLlLuTa2AeSGjxxBl7xQOq///0vHn/8cbPtdevWNSqJTuQJZxrIM5mekWVWicibcCaU1GCaO71e7/bHX8UDqYCAAOTl5ZltP3bsGMLDw+3SKPIMnjJtS57JdME1s0pE3oQzoaSGsrmLiIhw++Ov4oHUoEGD8Nprr+H69esAbv5Bzpw5g6lTp2LIkCF2byC5F0+ctiXPxAXXREQ3ufMHWXIvGo0GCQkJ8vdpaWlu/VlR8UDq7bffRkFBAXQ6Ha5evYru3bujadOmCAkJwRtvvOGINpIb4eUC5C644JqI6Cb2f+QshmNvZmam2k2xC8X3kQoLC8OOHTuQmpqKQ4cOoaCgAHfccQf69OnjiPaRG+LlAuQuDAuuDXda1+v1CA4OVrtZ5MX4YZacxTArz/6PnE2SJGi1Wvl7d+73FA+kDLp06YIuXbrYsy1ERE5leqd13pyS1MYMkrOw/yNX4c7ZU3RpX2lpKT788EPcddddaN26NWJiYjBo0CB88sknbj2aJCLvxTLApDauLSW1sP8jtXhKv2fzQEoIgUGDBmHMmDE4d+4cYmJi0KpVK5w+fRpJSUm49957q9SQOXPmQJIkTJw4Ud527do1JCcno1atWggODsaQIUPMrqk8c+YMBg4cCI1GA51OhylTpuDGjRtVagsReQ+u6yO1MYOkFmaP1OIptyGx+dK+jz76CHv27MHOnTvRs2dPo8e+//57DB48GJ988gkeeeQRxY3473//i6VLl6JNmzZG2ydNmoTNmzfj888/R1hYGMaPH4/77rsPaWlpAICSkhIMHDgQkZGR2Lt3Ly5cuIBHHnkEfn5+mDVrluJ2EJF3csfLCcizMIOkFmaP1GJ6GxJ3vLzP5hmp//znP3j++efNBlEA0KtXL0ybNg1r1qxR3ICCggI8/PDDWLZsGWrUqCFvz83NxYoVKzB//nz06tUL7dq1w8qVK7F37178+OOPAIDt27fj999/x+rVqxEXF4c777wTM2fOxMKFC1FcXKy4LWR/7nqGgbwXM0tqYwZJLcweOZMnXN5n80Dq0KFD6N+/v9XH77zzTvz666+KG5CcnIyBAweaVf3bt28frl+/brT99ttvR4MGDZCeng4ASE9PR0xMDCIiIuR9EhMTkZeXh99++83qaxYVFSEvL8/oixyDJVXNMX+uzdMzy/y5PmaQ1OLp2QOYP1fiCZeW2jyQunz5stGAxVRERASuXLmi6MU//fRT7N+/H7NnzzZ7LCMjA/7+/qhevbrZ62RkZMj7mLbJ8L1hH0tmz56NsLAw+at+/fqK2k3l84QzDI7E/Lkeb8os8+eamEFSizdlD2D+XI27XcpnyuY1UiUlJahWzfruvr6+ioo8nD17Fk8//TR27NiBwMBAm3/OHqZPn47JkyfL3+fl5fGNZEemJVX1en2lnkej0bj9G8wS5s/1VCWz7pZT5s81VbXfdKccMoOuxZv6P4D5c2Xu+HnR5oGUEAJJSUkICAiw+HhRUZGiF963bx+ysrJwxx13yNtKSkqwZ88evP/++9i2bRuKi4uRk5NjNCuVmZmJyMhIAEBkZCR+/vlno+c1VPUz7GNJQECA1d+D7KNsoMubySxPQkICUlJS3K6Trgjz55oqm1l3yynz57qq0m+6Uw6ZQdfjLf0fwPy5Mnf8vGjzpX0jR46ETqczmg4t+6XT6RRV7OvduzcOHz4s31H74MGDaN++PR5++GH5335+fti5c6f8M0ePHsWZM2fQuXNnAEDnzp1x+PBhZGVlyfvs2LEDoaGhaNmypc1tIfvTaDRISEio0nOkpaUhOzsber3e46/ZJvVVNrOGnDKjVFVV6TfT0tIqfTaXiP0fqcVenxfV6v9snpFauXKlXV84JCQErVu3Ntqm1WpRq1Ytefvo0aMxefJk1KxZE6GhoXjqqafQuXNndOrUCQDQr18/tGzZEiNGjMCbb76JjIwMvPjii0hOTubZBpUZLhWozLXWer1ePith+K87nvUi96I0s6Y5ZUapqirTb5bNobuWDyb1sf8jtdjr86Ja/Z/NAyk1vPPOO/Dx8cGQIUNQVFSExMRELFq0SH7c19cXmzZtwrhx49C5c2dotVqMHDkSr732moqtJgNJkqDVahX/nOHshOF+YcDNsw2FhYWVej4iWynJrGlOmVGyB6X9pqFQgOHKDmaQKov9H6mlKp8X1e7/XGog9cMPPxh9HxgYiIULF2LhwoVWfyY6Ohrffvutg1tGzlT27ETZsw16vd4tF7aSZzLkNDs7mxkl1VgqFMAMkqOx/yNX4Ar9n81rpIicyXB2ouyZhYiICK+4xwW5D9OzaMwoqcG0UAAzSM7A/o9cgdr9HwdS5NJMFyGyAAW5GmsZZT7JWZhBUguzR2pTO4McSJFLM0zbGsraAzfPOAQHB/PMF7kEaxllPslZmEFSC7NHalM7gxxIkcuTJAnh4eFm5TE5O0WuwlJGeWaWnMlaBlkSnRyN/R+pTc0MciBFbsFwxqGgoICzU+SS1D4rRmQpg8wfOQP7P1KbWhnkQIrchmFhq7XZqcrcg4DInqydFWM2yVkMGYyLiwMAuSQwkaOx/yO1qZFBDqTI7VibndLr9bzMj1Rn6awYM0nOZMigAftFchZL/R/zR87k7AxyIEVuyVp5dF7mR67AtCwwM0nOpnZJYPJeLItOanNmBjmQIrdmWvYSYBEKcg2GO64DNy+v4sJrcia1SwKTd7OUPxY+IWdyVh/IgRS5NRahIFdlenkVz8qSM3HxP6mJhU9Ibc7qAzmQIrfHIhTkqrRaLRdek2q4+J/UxMInpDZn9IEcSJHHYBEKcjVceE1qY/ETUhMLn5DaHN0HciBFHoVFKMjVcOE1qY3FT0hNLHxCanNkH8iBFHkkFqEgV8KF/6Q2Fj8htbD/I1fgqD6QAynySCxCQa6EC/9JbSx+Qmph/0euwFF9IAdS5LEqKkJhmJ3iDBU5g7VFrzwzS85iqfgJZ+nJGcrr/5g/chZrfWBV8seBFHm8imangoODWUmInMLamVnmj5zBWv7YB5IzMH+kNkccgzmQIq9Q3uwUkTNZOjNL5CzMH6mJ+SO12TuD1ezyLERuwnA2wvTsg0ajUalF5I1Mc8j8kTNZ6geZQXIW5o/UZs9jMAdS5HVMy2ASqYE5JDUxf6Qm5o/UZq8M8tI+IiIiIiIihTiQIiIiIiIiUoiX9gFy2cO8vDyVW0KuwpAFZ5RkZf7IFPNHamMGSU3MH6nN1gxyIAUgPz8fAFC/fn2VW0KuJj8/H2FhYQ5/DYD5I3PMH6mNGSQ1MX+ktooyKAneBQ2lpaU4f/48QkJCIEmSU14zLy8P9evXx9mzZxEaGuqU1/Q0jvwbCiGQn5+PqKgo+Pg49gpYNfJnT96cZUf97syfdd6cN2sc8TdhBpXx5lwyf/bjzTmqLLWPw5yRAuDj44N69eqp8tqhoaF8s1SRo/6Gjj4LZqBm/uzJm7PsiN+d+SufN+fNGnv/TZhB5bw5l8yf/XhzjipLreMwi00QEREREREpxIEUERERERGRQhxIqSQgIAAzZsxAQECA2k1xW/wbugZv/v/gzb+7Wvg3N8e/ifq8+f+BN//u9sa/pXJq/81YbMKNJSUl4YcffsCpU6fK3e/UqVNo1KgRVq5ciaSkJKe0jbwDM0hqYv5ITcwfqY0ZVB9npBxk7dq1ePfdd9VuhlNt3LgRiYmJiIqKQkBAAOrVq4ehQ4fiyJEjRvtdunQJ8+bNQ7du3RAeHo7q1aujU6dOWLdundlzJiUlQZIkq1/nzp2T9+3Ro4fFffr37+/w390VMYPWMwgA69atw/Dhw3HbbbdBkiT06NHD6vMeP34cw4YNQ7169aDRaHD77bfjtddeQ2FhodF+27dvx+jRo9G6dWv4+vqiYcOGdv4N3Yc35m/Dhg144IEH0LhxY2g0GjRv3hzPPPMMcnJyjPZT0gf+8MMPVvu/H3/80Wz/4uJizJo1C7fffjsCAwMRERGBgQMH4u+//3bUr+2SvDF/Svq/goICTJw4EfXq1UNAQABatGiBxYsXW33u7777Dr169UJYWBhCQkLQrl07s7wq6VO9gTdm8OjRo5g0aRLi4+MRGBgISZLKHeR9/fXXuOOOOxAYGIgGDRpgxowZuHHjRrmv8dhjj0GSJNx1110WH8/Pz8dzzz2HRo0aISAgAHXr1sXQoUPNjtf2wqp9DrJ27VocOXIEEydOdNhrLFu2DKWlpQ57fqUOHz6MGjVq4Omnn0bt2rWRkZGBDz/8EB07dkR6ejpiY2MBAOnp6XjhhRcwYMAAvPjii6hWrRq++OILDBs2DL///jteffVV+Tkff/xx9OnTx+h1hBB44okn0LBhQ9StW9fosXr16mH27NlG26Kiohz0G7s2ZtB6BgFg8eLF2LdvHzp06IBLly5Zfc6zZ8+iY8eOCAsLw/jx41GzZk2kp6djxowZ2LdvH7766it537Vr12LdunW44447vDZ3Bt6Yv7FjxyIqKgrDhw9HgwYNcPjwYbz//vv49ttvsX//fgQFBQFQ1gcaTJgwAR06dDDa1rRpU6Pvr1+/joEDB2Lv3r147LHH0KZNG1y5cgU//fQTcnNzXa4ymSN5Y/5s7f9KSkqQmJiIX375BcnJybjtttuwbds2PPnkk7hy5Qqef/55o+dduXIlRo8ejb59+2LWrFnw9fXF0aNHcfbsWaP9bO1TvYU3ZjA9PR3vvfceWrZsiRYtWuDgwYNW992yZQsGDx6MHj16YMGCBTh8+DBef/11ZGVlWR3U//LLL/joo48QGBho8fHc3Fx0794df//9N8aOHYumTZsiOzsbKSkpKCoqgkajscevaUyQQwwcOFBER0er3QwhhBAnT54UAMTKlSud/toZGRmiWrVq4vHHH5e3nThxQpw6dcpov9LSUtGrVy8REBAgCgoKyn3OlJQUAUC88cYbRtu7d+8uWrVqZb/Guzlm8CZLGRRCiDNnzoiSkhIhhBCtWrUS3bt3t/jzb7zxhgAgjhw5YrT9kUceEQDE5cuX5W3nzp0TxcXFQgjX+vurwZV+f2flb9euXWbbPv74YwFALFu2TN6mpA/ctWuXACA+//zzCl9/7ty5ws/PT/z000+V/yU8hDfmzxJL/d9nn30mAIgVK1YY7TtkyBARGBgoMjMz5W0nT54UQUFBYsKECRW+lq19qrfwxgxeunRJ5OXlCSGEmDdvngAgTp48aXHfli1bitjYWHH9+nV52wsvvCAkSRJ//PGH2f6lpaWic+fOYtSoUSI6OloMHDjQbJ9x48aJ6tWrixMnTtjnF7IBL+2rhPz8fEycOBENGzZEQEAAdDod+vbti/379wO4eYnZ5s2bcfr0afkSDMMlPsXFxXj55ZfRrl07hIWFQavVomvXrti1a5fidiQlJZldOpSTk4OkpCSEhYWhevXqGDlypNllJVlZWQgPD0ePHj0gyiyR++uvv6DVavHAAw/I2woLC/Hnn3/i4sWLitsHADqdDhqNxqgNjRo1QnR0tNF+kiRh8ODBKCoqwokTJ8p9zrVr10KSJDz00EMWH79x4wYKCgoq1V53wQzazlIGgZt3sbflRo95eXkAgIiICKPtderUgY+PD/z9/eVtUVFR8PPzq1Q73QnzZ5mlS5nuvfdeAMAff/whb6tsH5ifn2/1spfS0lL8+9//xr333ouOHTvixo0bDruURW3Mn+0s9X8pKSkAgGHDhhntO2zYMFy7ds1oln3JkiUoKSnBa6+9BuDmJYHCytJ6W/tUT8AMWlazZk2EhIRUuN/vv/+O33//HWPHjkW1av9cHPfkk09CCIH169eb/cyqVatw5MgRvPHGGxafMycnBytXrsTYsWPRqFEjFBcXo6ioqMK2VJV3JN7OnnjiCSxevBhDhgzBokWL8OyzzyIoKEg+UL7wwguIi4tD7dq1sWrVKqxatUq+TjYvLw/Lly9Hjx49MHfuXLzyyivIzs5GYmJiuVOgthBC4J577sGqVaswfPhwvP766/j7778xcuRIo/10Oh0WL16M3bt3Y8GCBQBuHoSTkpIQEhKCRYsWyfv+/PPPaNGiBd5//32b25GTk4Ps7GwcPnwYY8aMQV5eHnr37l3hz2VkZAAAateubXWf69ev47PPPkN8fLzF9SfHjh2DVqtFSEgIIiMj8dJLL+H69es2t91dMIPlq2wGLTF8OB49ejQOHjyIs2fPYt26dVi8eDEmTJgArVZbqed1Z8yf7Wzp12zZ99FHH0VoaCgCAwPRs2dP/PLLL0aP//777zh//jzatGmDsWPHQqvVQqvVok2bNpX6gObKmL/yVdT/FRUVwdfX1+gkEAD5sqd9+/bJ27777jvcfvvt+Pbbb1GvXj2EhISgVq1aeOmll1zqkjJnYwar5sCBAwCA9u3bG22PiopCvXr15McN8vPzMXXqVDz//POIjIy0+Jypqam4du0amjZtiqFDh0Kj0SAoKAgJCQlV/ruWy2lzXx4kLCxMJCcnl7uPtSndGzduiKKiIqNtV65cEREREWLUqFGK2jFy5Eij1/jyyy8FAPHmm28avV7Xrl0tTuk++OCDQqPRiGPHjslTsF9++aXRPobLSmbMmGFzu5o3by4ACAAiODhYvPjii/J0vzWXLl0SOp1OdO3atdz9vvnmGwFALFq0yOyxUaNGiVdeeUV88cUX4pNPPhGDBg0SAMT9999vc9vdBTNYPqUZrOgylJkzZ4qgoCD5OQGIF154odw2uNJlHfbG/Nlu9OjRwtfXVxw7dqzc/az1gWlpaWLIkCFixYoV4quvvhKzZ88WtWrVEoGBgWL//v3yfhs2bBAARK1atcRtt90mVq5cKVauXCluu+024e/vL3799ddKtd8VMX/lq6j/e/vttwUAkZKSYvRz06ZNEwDEXXfdJW8LDQ0VNWrUEAEBAeKll14S69evFw899JAAIKZNm2a1DZ5+aR8zWLHyLu0zPHbmzBmzxzp06CA6depktO3ZZ58VjRo1EteuXRNCCIuX9s2fP1/uAzt27CjWrFkjFi1aJCIiIkSNGjXE+fPnFbXfVhxIVUJ0dLRo3769OHfunNV9bPkQVVJSIi5duiSys7PFwIEDRVxcnKJ2mL6Bxo4dK6pVqyby8/ON9jNcD236Brp06ZKoU6eOaNOmjQgMDBQjRoxQ9PrW7N27V2zdulUsWrRIdOjQQTzzzDPyuhFLSkpKRP/+/YW/v784ePBguc/94IMPCj8/P3Hx4kWb2vLYY48JACI9PV3R7+DqmMHyKc1gRQf9VatWicTERPHBBx+IL774QowaNUpIkiQWLFhg9Wc8eSDF/NlmzZo1AoB47rnnyt1PSR8ohBDHjx8XQUFBIjExUd72ySefCADC39/f6MPJ6dOnhZ+fn3j44Ycr/4u4GOavfBX1fxcuXBBhYWHitttuE9u3bxcnT54US5cuFaGhoQKA6N27t7yvj4+PACDmzJlj9Br9+/cXQUFB8noYU54+kGIGK1beQOq1114TAIzW4xl07dpVxMbGyt8fPXpU+Pn5ifXr18vbLA2kDM9Zu3Zto98/PT3dppOflcWBVCWsW7dOBAYGCh8fH9GhQwcxY8YM8b///c9on/LeQB999JGIiYkRfn5+Rme4GzVqpKgdpm+gxMREUb9+fbP9fv31V6uLDD///HMBQERERIgrV64oen1bXL58WURERIhnnnnG6j5PPvmkACA++eSTcp8rPz9faDQao7NlFfnzzz8FADFz5kybf8YdMIO2syWD5R30//Of/4igoCBx9uxZo+1JSUlCo9FYHdR78kCK+avYnj17RGBgoEhMTDRaTG2JrX1gWcOGDRP+/v7ixo0bQoh/fo+ePXua7duzZ0/Ff1tXxvzZzlr/t3v3btGgQQP5dw8NDZULo9xzzz3yflqtVgAQp0+fNvp5w767d++2+LqePpBiBitmrxmp/v37m2XJ0kDK8JyPPvqo2XM2atTIYt9oD1wjVQn3338/Tpw4gQULFiAqKgrz5s1Dq1atsGXLlgp/dvXq1UhKSkKTJk2wYsUKbN26FTt27ECvXr1Uud5427ZtAIArV6445D4jNWrUQK9evbBmzRqLj7/66qtYtGgR5syZgxEjRpT7XF9++SUKCwvx8MMP2/z69evXBwBcvnzZ9ka7AWbQdhVlsCKLFi1C27ZtzUpHDxo0CIWFhWbXcnsD5q98v/76KwYNGoTWrVtj/fr1RoupTSnpA8uqX78+iouLodfrAfxzmwfToijAzfUQV65cUfhbuC7mz3bW+r9u3brhxIkTOHDgAFJTU3Hu3Dl06tQJANCsWTN5P2u50ul0cru9ETNYNXXq1AEAXLhwweyxCxcuyLn7/vvvsXXrVjz99NM4deqU/HXjxg1cvXoVp06dkgtCqdUHciBVSXXq1MGTTz6JL7/8EidPnkStWrWMKolIkmTx59avX4/GjRtjw4YNGDFiBBITE9GnTx9cu3atym2Kjo7GhQsXzCrWHT161OL+W7duxfLly/Hcc88hPDwcI0eOrPBGaJVx9epV5Obmmm1fuHAhXnnlFUycOBFTp06t8HnWrFmD4OBgDBo0yObXNlS/Cg8Pt73BboIZtJ21DNoiMzMTJSUlZtsNRUwc0V53wPxZ9r///Q/9+/eHTqfDt99+i+DgYKv7Ku0Dyzpx4gQCAwPl54+JiYGfn5/RTcoNzp8/73F9IPNnO2v9n6+vL+Li4pCQkIDg4GB89913AGB078Z27doBgFmuzp8/D8Azj622YgYrLy4uDgDMiuacP38ef//9t/z4mTNnAAD33XcfGjVqJH+dO3cO33//PRo1aoQPP/wQgPWsGp7XUVnlQEqhkpISsw5Jp9MhKirKqMyiVqu12nEBMCo3+dNPPyE9Pb3KbRswYABu3LhhdCOzkpISuSJLWTk5ORgzZgw6duyIWbNmYfny5di/fz9mzZpltJ+SspdZWVlm206dOoWdO3eaVWZZt24dJkyYgIcffhjz58+v8Lmzs7Px3Xff4d5777V4Q7W8vDyzMpdCCLz++usAgMTExApfw10wg9YpyaCtmjVrhgMHDuDYsWNG2//zn//Ax8cHbdq0qdTzuivmz7qMjAz069cPPj4+2LZtW7kHblv7wOzsbLNtv/76K77++mv5tQAgJCQEAwYMwN69e/Hnn3/K+/7xxx/Yu3cv+vbtW2H73QHzZ11V+r/s7GzMnTsXbdq0MRpIGcpgr1ixQt5WWlqKlStXombNmvKHV2/CDFZdq1atcPvtt+ODDz4wOlG5ePFiSJKEoUOHAgB69eqFjRs3mn2Fh4ejffv22LhxI+6++24AQPPmzREbG4uvvvrKqK3bt2/H2bNnHdYHWr/egCzKz89HvXr1MHToUMTGxspncf773//i7bfflvdr164d1q1bh8mTJ6NDhw4IDg7G3XffjbvuugsbNmzAvffei4EDB+LkyZNYsmQJWrZsWeV7H919991ISEjAtGnTcOrUKbRs2RIbNmyw+EZ++umncenSJXz33Xfw9fVF//79MWbMGLz++uu455575Dug//zzz+jZsydmzJiBV155pdzXj4mJQe/evREXF4caNWrg+PHjWLFiBa5fv445c+bI+/3888945JFHUKtWLfTu3dvskoP4+Hg0btzYaNu6detw48YNq5f17d+/Hw8++CAefPBBNG3aFFevXsXGjRuRlpaGsWPH4o477rDlT+gWmEHrbM0gAOzZswd79uwBcPNDhF6vlwfe3bp1Q7du3QAAU6ZMwZYtW9C1a1eMHz8etWrVwqZNm7BlyxaMGTNGvpwAAA4dOoSvv/4awM37ceTm5srPGRsbK3f47oz5s65///44ceIEnnvuOaSmpiI1NVV+LCIiQj6QK+kDH3jgAQQFBSE+Ph46nQ6///47PvjgA2g0GrNMz5o1Czt37kSvXr0wYcIEAMB7772HmjVr4vnnn1f2x3RRzJ91Svq/7t27o3PnzmjatCkyMjLwwQcfoKCgAJs2bTK6F9Q999yD3r17Y/bs2bh48SJiY2Px5ZdfIjU1FUuXLkVAQIC8r619qrtjBq3Lzc2VB21paWkAgPfffx/Vq1dH9erVMX78eHnfefPmYdCgQejXrx+GDRuGI0eO4P3338eYMWPQokULAECDBg3QoEEDs9eZOHEiIiIiMHjwYKPt77zzDvr27YsuXbrg8ccfR25uLubPn49mzZph3LhxNv8dFXHIyisPVlRUJKZMmSJiY2NFSEiI0Gq1IjY21qwcd0FBgXjooYdE9erVBQB5MWBpaamYNWuWiI6OFgEBAaJt27Zi06ZNZgsGbWHpZy5duiRGjBghQkNDRVhYmBgxYoQ4cOCA0SLDr776SgAQb7/9ttHP5uXliejoaBEbGytX+FFS9nLGjBmiffv2okaNGqJatWoiKipKDBs2TBw6dMhov5UrVxotrjT9srQYslOnTkKn08kLq02dOHFC/Otf/xINGzYUgYGBQqPRiHbt2oklS5aI0tLSCtvuTphB62zNoGFfaxk0fa2ffvpJ3HnnnSIyMlL4+fmJZs2aiTfeeMOsiEB52R45cmSF7XcHzJ915fVrZRdLK+kD//3vf4uOHTuKmjVrimrVqok6deqI4cOHi+PHj1tsw759+0SfPn2EVqsVISEh4p577qmw9Lo7Yf6sU9L/TZo0STRu3FgEBASI8PBw8dBDD5kVSzDIz88XTz/9tIiMjBT+/v4iJiZGrF692uLr29qnujNm0LqTJ09azYCl323jxo0iLi5OBAQEiHr16okXX3yx3Aq7BpaKTRjs2LFDdOrUSQQGBoqaNWuKESNGiAsXLlT4nJUlCWHlFtVERERERERkEddIERERERERKcQ1Ui7o8uXLKC4utvq4r6+vV1fKIcdjBklNzB+pifkjtTGD7oOX9rmgHj16YPfu3VYfj46OxqlTp5zXIPI6zCCpifkjNTF/pDZm0H1wIOWC9u3bV+6Nw4KCgpCQkODEFpG3YQZJTcwfqYn5I7Uxg+6DAykiIiIiIiKFuEYKN28ud/78eYSEhFi9EzV5FyEE8vPzERUVZXRPDUdg/sgU80dqYwZJTcwfqc3WDHIgBeD8+fOoX7++2s0gF3T27FnUq1fPoa/B/JE1zB+pjRkkNTF/pLaKMsiBFICQkBAAN/9YoaGhKreGXEFeXh7q168vZ8ORmD8yxfyR2phBUhPzR2qzNYMeM5BauHAh5s2bh4yMDMTGxmLBggXo2LGjTT9rmMoNDQ3lm4iMOGOan/kja5g/UhszSGpi/khtFWXQI27Iu27dOkyePBkzZszA/v37ERsbi8TERGRlZandNCIiIiIi8kAeMZCaP38+HnvsMTz66KNo2bIllixZAo1Ggw8//LDSzylKS6HPyoI+KwuitNSOrSWqGPNHamL+SG3MIKmJ+SNbuf2lfcXFxdi3bx+mT58ub/Px8UGfPn2Qnp5u8WeKiopQVFQkf5+Xl2e2T+HFi9BGRAAA9JmZ0Op0dm45eSvmj9TE/JHamEFSE/NH9uT2A6mLFy+ipKQEEbcCbxAREYE///zT4s/Mnj0br776qjOaR2SG+SM1MX+kNqUZLMzOdmBrvIumdm1IDi4n7urYB5I9uf1AqjKmT5+OyZMny98bKnMQOQPzR2pi/khtSjMY3rq1M5rlFQ6FhCAmJ8erB1PsA8me3H4gVbt2bfj6+iIzM9Noe2ZmJiIjIy3+TEBAAAICApzRPCIzivOn19/8MqXRALx5IClkt/yRMb4fbWZLBjW1a+NQSAja5Oc7qVXeoU1+PvQXL3r1pWou1Qey33B7bj+Q8vf3R7t27bBz504MHjwYwM27VO/cuRPjx49Xt3FEdqBt3NjidpGQACklhZ0wOZS1/JExvh/tS/LxQUxODvQXL6rdFI9QmJ3Nmb1KcmQfyH7D/bn9QAoAJk+ejJEjR6J9+/bo2LEj3n33Xej1ejz66KP2eQFvPiPLsyXq0GiQCqBLObtIaWkQWVmQgoOd1Sp1MIPOZ0P+yJiUlgah13v++9GJJB8fr545IRU5qQ/0iOO4lx+jPWIg9cADDyA7Oxsvv/wyMjIyEBcXh61bt5oVoKgsbz4jy7Ml6tBotZgWH48De/eaPaYFYLhDmmTl8lVPwgw6X3n5o39IAPYDaHbr+8LCQmjd+QMREQFwfB/oScdxbz9Ge8RACgDGjx9v30v5eEYWAM+yqkWSJKSkpqKwsNDsMX1BAVIjI70mm8yg85WXP/qHKChA8K0PQQcANNNo1G0QEdmFo/tATzqOe/sx2mMGUvbm7Wdky54tKczOhtYeZxq8fPpXKUmSoNVqzbZrNBrc5wXZLDeDzJLDWcsf3SIE9FlZ8rfJMTFI49+LyGM4sg/0hON4MABDmTdvno3nQMoKbz8jq8/KAm5d0mivSxu9ffrXXrwlm+VlkFkiVQkB0aULtGU+BG3fsQMS80hENnD747gQ8O/cGThyRO2WqI4DqXJ49RnZ8HC7X9ro7dO/9uQV2Swng8wSqUaIm4vDywyiUgG09fT3I7k3IdRuAZlw5+O4yM+HdGsQ5e2XNXvvHdmoXIZLG7VAlb6CARwr87xue/aFnK5sBoMBHDR5nFkip7s1E1V2cbgOwLT4eGjc9AMReQEhENivn9qtIE8hBEq7/HOKMzkmxqv7P85IkUX2mnbmYmyqrLIZLJsj4NYMALNETib0erOZqCMZGQjX6XhZH7ksodfD99AhADwOU9WZ5ml7WppX938cSJFVVZ525mJsqiJJkqDVaIxypAPQLD4eKcwSOYsQQGHhzaIntzbJOeQgilxcYWGhnFseh6lKhDDqB5NjYpDm5ZfYcyBFjsHF2GQPFnJ05MQJhDdsyCyRcxgu59u7F2U/fjKH5I54HKZK4+c6i7hGiuzPymJsiWfBSAkrOdKGh3t9x01OYiGDAHNIbqZMoQlmliqFn+us4kCK7IuLsckemCNSm5UMasEckhthoQmqKh6Py8VL+8iuREEBF2NT1Vg588UckTNZ68u0wcHQaDTMIbm+W30pC01QpfF4XCHOSJH9mJTENJyx4JuNbFbOmS/miJymnL5Mq9Uyh+T6LPSl3l6mmhTi8dgmnJEiuzEtickzFqQUy0uTK2BfRu7OUl/q7WWqSRkej23DGSmym7L3nEqOieGbjRQr1Ovlf/PMF6mlbA7Zl5HbuVWi2sDQl2q9vEw1KWAlQ+wLzXFGihyCJTFJMZNF0SwvTaowySH7MnIrvGUEVRUzpAhnpMh+WGKVqkAUFBhdTsXy0qQG0xyyvC+5BSEAvZ63jKCq4W1HFONAiuyDJVapKkwW93NRNKmCOSR3dGsGAcHBLFFNlccy55VSpUv7ioqKEBAQYK+2kBszXZzNEqukhGl+uCia1MAckjsyLQoAsDAAKcfiEpWjaEZqy5YtGDlyJBo3bgw/Pz9oNBqEhoaie/fueOONN3D+/HlHtZNcnGmhCZ69ICVM88NF0aQG0yITzCG5PAtFAQw3jeYHYLIZi0tUmk0DqY0bN6JZs2YYNWoUqlWrhqlTp2LDhg3Ytm0bli9fju7du+O7775D48aN8cQTTyC7zP8M8j5cnE1VwfyQKlhkgtyNoShA48bypiMnTiCroAApqanML9nGSo6YIdvYdGnfm2++iXfeeQd33nknfHzMx173338/AODcuXNYsGABVq9ejUmTJtm3peQ2+MajqmB+SA2mRSaacVadXJUQQGEhREGB2aVYbcPDoWV2SQFrOeKx2DY2DaTS09NterK6detizpw5VWoQERGRU90qMuF769vkmBik8cMouSJDQYC9e1H2Y64OQLP4eKQwt6SESd/HHCnH+0gREZFXM52NYpEJckkWSlMDLApAlWfa9zFHyikeSAkhsH79euzatQtZWVkoLS01enzDhg12axwREZFDWZqNYpEJcjVlZqIMdAD0ANrGxyOFH35JKUt9H3OkmOKB1MSJE7F06VL07NkTERER/IMTEZHbYslzcgfWSlNrg4Oh0WiYWVKMfZ99KB5IrVq1Chs2bMCAAQMc0R4i8nZCqN0C8iKFej0MqwE4G0WuqmxO5XUsnD2gKmDfZx+K7iMFAGFhYWhcpkQiEZE9Bfbrx8EUOQdLnpM7MMkpS1NTlbHvsxvFA6lXXnkFr776Kq5eveqI9hCRN9JocODWP30PHYIoc2NUIkcxXWgtsVIVuSDTnGpZmpqqyPSyPvZ9lad4IHX//ffjypUr0Ol0iImJwR133GH0RUSklEarRXJMjPx9YWGhiq0hr3BrobVBckwMNPwwQa6GOSUHKHuMZaaqRvEaqZEjR2Lfvn0YPnw4i00QkV1IkoTtO3YAkZFqN4W8BBdakztgTsnReFlf1SgeSG3evBnbtm1DlzJnSIi4poWqyqgjZ57IwQoLC7nQmlweCwKQo3EQVTWKL+2rX78+QkNDHdEWclcmixaJqooFJ8iZeEaWXBILAhC5PMUDqbfffhvPPfccTp065YDmkDsyvfQAGo2q7SE3xYITpBJ+OCVXxGIoRK5P8aV9w4cPR2FhIZo0aQKNRgM/Pz+jxy9fvmy3xpF7MLtEhp09VYKh4MTew4cB3MoVL2MhIm90q8iE761veWwlck2KB1LvvPMOz96RVbz0gCqLBSeIiG5ikQki96B4IJWUlGT1Md5bykuVWcvCjp6qgukhImIxFHIirkeuEsVrpCZMmGBxu16vx4ABA6rcIHIzLDRB9sIsERGZ4ZUe5Egs7lQ1igdSmzdvxowZM4y26fV69O/fHzdu3LBbw8g9lL384BgABAWp2h5yX8wSqUavv/nFDxPkgjiEIrszLe6UlcX+r5IUD6S2b9+OZcuW4d133wUA5Ofno2/fvpAkCVu3blX0XLNnz0aHDh0QEhICnU6HwYMH4+jRo0b7XLt2DcnJyahVqxaCg4MxZMgQZGZmGu1z5swZDBw4EBqNBjqdDlOmTOGgzknK3h27GQDNnXfyzUiVwiyRWrSNGwPBwRBduzJz5HI4Y0D2ZijuZCBFRrL/qyTFA6kmTZpg69atmDlzJt577z3069cP/v7+2LJlC7QKK8rs3r0bycnJ+PHHH7Fjxw5cv34d/fr1g75M2eNJkybhm2++weeff47du3fj/PnzuO++++THS0pKMHDgQBQXF2Pv3r34+OOP8dFHH+Hll19W+qtRZWg0SC3zrZSWBlFQoFpzyI0xS+RMJnkDbmWOZ2bJFXDGgBxIkiRsT0szP+ZmZXF2XilRSXv37hVarVb06tVLFBYWVvZpjGRlZQkAYvfu3UIIIXJycoSfn5/4/PPP5X3++OMPAUCkp6cLIYT49ttvhY+Pj8jIyJD3Wbx4sQgNDRVFRUU2vW5ubq4AIHJzc+3ye3iT0tJSkRAfL8Jvvu2EAMSNNm2EKC1Vu2lV4sxMMH83eWqWKoP5czxD3jSAUeYEIEoTErwyd2Uxg+oqLS0VnWNivDaXzJ/jWTrmemPWrLE1FzZV7Wvbtq3FhY4BAQE4f/48EhIS5G379++v9KAuNzcXAFCzZk0AwL59+3D9+nX06dNH3uf2229HgwYNkJ6ejk6dOiE9PR0xMTGIiIiQ90lMTMS4cePw22+/oW3btmavU1RUhKKiIvn7vLy8SrfZ20mShJTUVGRnZeFAZCTa4p+bqUqsMmQR82cZs+QczN9NhrwVFhZCX1CA1MhIdDE8lpbG3DkQM1gxecYgNJS5tDPm76ayx9yy/R/ArClh00Bq8ODBDm4GUFpaiokTJyIhIQGtW7cGAGRkZMDf3x/Vq1c32jciIgIZGRnyPmUHUYbHDY9ZMnv2bLz66qt2/g28lyRJCNfpMLjszVT1et5M1QrmzzpmyfGYv39IkgStVguNRoP74uNxbO9eZN16rDA7G1pJAjQagBXT7IoZtI02OBjTTHPJ/rDKmL9/GI6598XH48DevdACxn2gVsv+rwKSEK5xIeS4ceOwZcsWpKamol69egCAtWvX4tFHHzU6cwAAHTt2RM+ePTF37lyMHTsWp0+fxrZt2+THCwsLodVq8e233+LOO+80ey1LZyPq16+P3NxchIaGOug39HwFmZkIvnUz1ZI2beB78KDbvgHz8vIQFhbmkEwwfxXzpCxVBvPnfEIIZJ86BV3jxsbbExIgpaR4Vf4AZtBVmObSW/pD5s+5hBA3Z+ezsoz6QG/t/wDbM2jTjJQQwqH3MBg/fjw2bdqEPXv2yIMoAIiMjERxcTFycnKMZqUyMzMReetDVmRkJH7++Wej5zNU9TPsYyogIAABAQF2/i1I0mpxAPjnkqyCAkghIWo3y+UwfxUzy1JWFiSdzis7c3tj/iyTJAna8HCkAuaXuGRl3bzEhbNTdsEM2s6QSx5b7Yf5M2eYnYdJH2go+sS8WWdT1b5WrVrh008/RXFxcbn7HT9+HOPGjcOcOXNsenEhBMaPH4+NGzfi+++/R6NGjYweb9euHfz8/LBz505529GjR3HmzBl07twZANC5c2ccPnwYWVlZ8j47duxAaGgoWrZsaVM7yD5My2mWdunCyi9UKSzNSmrQaLWYFh8PLQBdme1SZCTLo5NqeGwlZzH0gWX7P+atfDZd2rdz505MnToVJ06cQN++fdG+fXtERUUhMDAQV65cwe+//47U1FT89ttvGD9+PJ5//nmEhYVV+OJPPvkk1q5di6+++grNmzeXt4eFhSHo1s04x40bh2+//RYfffQRQkND8dRTTwEA9u7dC+Bm+fO4uDhERUXhzTffREZGBkaMGIExY8Zg1qxZNv0RHDmF7G0K8vNxPDQUhhIfIj/fLRcrOjMTzJ9lBfn5OFhmoTXgvnlSivlTj3yJS0EBjpkswAaYQXd/LXflKcdWWzF/6hFCIDsrC+duFX0CPD9vltj10r7evXvjl19+QWpqKtatW4c1a9bg9OnTuHr1KmrXro22bdvikUcewcMPP4waNWrY3MjFixcDAHr06GG0feXKlUhKSgIAvPPOO/Dx8cGQIUNQVFSExMRELFq0SN7X19cXmzZtwrhx49C5c2dotVqMHDkSr732ms3tIPvRBgcjmYUCyA4sLrTm4ldyMNMCFBYXYLMIBTkZj63kLBaLPvHYa5XLFJtQE89G2JcnFArg2TDXYKkAgDcsfmX+XIO1BdiA5+eQGXQ9nnBstRXzp76yeQM8v88zZWsubFojRaSEoVAA8M/CWKLKKFsAQN5muPs6zwGRgxlmp0wzCJTJoV7PLJJT8NhKziRptTz22oADKbI7Lowle7K0+JXFJ8iZWISCXAGPreRMPPbahgMpsjvDHdl55ozswXD39SMZGeZnx5grcgJDBrMKCsxyCHB2ipyDx1ZyJh57bcOBFDmEYWGsAc+cUVUYFr+yLCupxXCZnyGHnJ0iNfDYSs7EY2/FOJAih7B45kyvV7VN5N7Knh1jrkgtNs1OMZPkIDy2krPx2Fu+Sg2kSktLcezYMaSmpmLPnj1GX0QGpmfOCvmmoyoynB0zylV2Ns+MkVNVNDtVmJ3Ny/zIYcyOrewDycF47LXOpvtIlfXjjz/ioYcewunTp2FaOV2SJJSUlNitceTeJEnC9h07gFvlMwP79QM8uFwrOYdprrSNG3tdWVZyDYYztYYS6bhVIl1767/MJTkC+0BSA3NnmeIZqSeeeALt27fHkSNHcPnyZVy5ckX+unz5siPaSG6M5VrJEViWlVyFTSXSmUuyM4t9II+v5GDMnTnFA6njx49j1qxZaNGiBapXr46wsDCjL6KyWK6VHIFlWcnVlFcinbkke7PUB/L4So7G3JlTPJD6v//7P/z111+OaAt5IC6MJUcotywr80UqKK8IBXNJ9sYCAKQG5s6cTWukDh06JP/7qaeewjPPPIOMjAzExMTAz8/PaN82bdrYt4Xk9gwLY/cePgzgZtEJbXCwyq0id2dY/HpffDyO7d2LrFvbC7OzodVqvfqabVKH4TI/jUZjOZeSBGg0zCbZhaEPHFz2+Mr+jxyMuTNm00AqLi4OkiQZFZcYNWqU/G/DYyw2QZaw6AQ5iuHsWPapU0YL/bkAltRkLZcAC1CQfbEAAKmBufuHTQOpkydPOrod5OEMRSfa4p+iE1JIiNrNIg8gSZK80L+LYdutRf6STud1nTq5Bku5BJhNsj9DAQCj/o/HWHIwi7nzwr7NpjVS0dHR8tfp06dRt25do23R0dGoW7cuTp8+7ej2kpti0QlyJBafIFfEAhTkDCwAQGrgcfcmxcUmevbsabHMeW5uLnr27GmXRpHnYdEJciQWnyBXxAIU5AwsAEBq4HH3JsUDKcNaKFOXLl26udCMyArTu7FfPH365v0HvOjMBTmOYQGs6Rky5ozUZChAYS2b+qws5pOqzND/8RhLzsTjro1rpADgvvvuA3Dzj5aUlISAgAD5sZKSEhw6dAjx8fH2byF5DNPFieGtWwMARH4+JFbxIzuwtMifOSNXUF42AeaTqo7HWFKDtx93bZ6RMtxwVwiBkJAQo5vwRkZGYuzYsVi9erUj20oeQBsejkMmC2ALCwtVag15IkmSEB4dzZyRy7GWTYD5JPvgMZbU4M3HXZtnpFauXAkAaNiwIZ599llexkeVIvn4ICYnB1mnT6PRrTMXmUFBKreKPI2lnJ0UAhorlyYTOYshm/qLF6HX65lPsiv2faQWb82e4jVSM2bMgFarRVZWFlJSUpCSkoKsrKyKf5DoFsnHB1qdDoUACgF07dbN6B5lRPZgmrOIyEh07dqVWSPVGbLJfJIjsO8jtXhj9hQPpPLz8zFixAjUrVsX3bt3R/fu3VG3bl0MHz4cubm5jmgjeSCNRoO4uDgAwMGDB6H3ogov5DwajQYJCQny92lpacjOzvboTp3cB/NJjsJskVq8LXuKB1JjxozBTz/9hE2bNiEnJwc5OTnYtGkTfvnlFzz++OOOaCN5IEmSkJKSIn/v6WcsSB2GnGVmZsrbIiIimDdyCcwnOQqzRWrxtuwpHkht2rQJH374IRITExEaGorQ0FAkJiZi2bJl+OabbxzRRvJQWq3WaFbKGxYlkvNJkoTw8HCzM2TMG7kC5pMchdkitXhT9hQPpGrVqoWwsDCz7WFhYahRo4ZdGkXewXRWishRLJ0hI3IVlvLpiWduyfmYLVKLt2RP8UDqxRdfxOTJk5GRkSFvy8jIwJQpU/DSSy/ZtXHk+Ty5kgu5FsONUYlckWk+PfUyGHI+ZovU4g3Zs7n8ucHixYvx119/oUGDBmjQoAEA4MyZMwgICEB2djaWLl0q77t//377tZSIyI48rTMn92cownPw4EH5cmcO/skeTLOl1+sR7OE3SiXX4OnZUzyQGjx4sAOaQUTkXF27dsX+/fs5K0ouw3ApTIiFG/YSVYVpttj/kbN4evYUD6RmzJjhiHYQETkcz/iTq/OUDxfkegwFntj/kbN5cvYUr5ECgJycHCxfvhzTp0/H5cuXAdy8jO/cuXN2bRx5F15qRY7GAifkTtgnkj2x/yO1mGbPk/o2xQOpQ4cOoVmzZpg7dy7eeust5OTkAAA2bNiA6dOn27t95EU8cREiuR6e8Sd3wT6R7I39H6mlbPY8qW9TPJCaPHkykpKScPz4cQQGBsrbBwwYgD179ti1ceT5DJdaAbyXFDmfp3Tk5DlM+0S9Xq9ug8hjsf8jZzLt27Kzsz0ig4oHUv/973/x+OOPm22vW7euUUl0IlvwUgNSkyedFSPPYNonMqPkKMwWOZNp3xYREeERGVQ8kAoICEBeXp7Z9mPHjiE8PNwujSLvwksNyJk4C0quzrAwG2BGyb7Y/5GatFotEhIS5O/T0tLcftZd8UBq0KBBeO2113D9+nUANz8EnzlzBlOnTsWQIUPs3kAiInviLCi5OmaUHIXZIjUZ8peZmSlvc/dZKcUDqbfffhsFBQXQ6XS4evUqunfvjqZNmyIkJARvvPGGI9pIRGRXnAUlV8eMkqMwW6QmSZIQHh7uMTOjiu8jFRYWhh07diA1NRWHDh1CQUEB7rjjDvTp08cR7SMicih3PhNG3oEZJUdhtkgNnnTzccUDKYMuXbqgS5cu9mwLEZHTedpd1snzMKPkKMwWqcVTMqfo0r7S0lJ8+OGHuOuuu9C6dWvExMRg0KBB+OSTT3hWg4jcBhdck6tjRslRmC1yNe48hrB5ICWEwKBBgzBmzBicO3cOMTExaNWqFU6fPo2kpCTce++9VWrInDlzIEkSJk6cKG+7du0akpOTUatWLQQHB2PIkCFGC9QA4MyZMxg4cCA0Gg10Oh2mTJmCGzduVKktROTZuOCaXB0zSo7CbJGrceeCEzZf2vfRRx9hz5492LlzJ3r27Gn02Pfff4/Bgwfjk08+wSOPPKK4Ef/973+xdOlStGnTxmj7pEmTsHnzZnz++ecICwvD+PHjcd999yEtLQ0AUFJSgoEDByIyMhJ79+7FhQsX8Mgjj8DPzw+zZs1S3A4i8h6eclkBeS5mlByF2SK1GWZGDx48KM+MarVatZulmM0Dqf/85z94/vnnzQZRANCrVy9MmzYNa9asUTyQKigowMMPP4xly5bh9ddfl7fn5uZixYoVWLt2LXr16gUAWLlyJVq0aIEff/wRnTp1wvbt2/H777/ju+++Q0REBOLi4jBz5kxMnToVr7zyCvz9/RW1hdSn5H4CGo2GBwOyC+aOXJ2tGWU+SSl3nQkg92ZacMJdc2jzpX2HDh1C//79rT5+55134tdff1XcgOTkZAwcONCs6t++fftw/fp1o+233347GjRogPT0dABAeno6YmJiEBERIe+TmJiIvLw8/Pbbb1Zfs6ioCHl5eUZf5BoiIiIQHBxs05e7TgUzf67HG3JnwPy5J1sz6g75ZAZdiztkxp6YP9dR9qSPu+bQ5oHU5cuXjQYspiIiInDlyhVFL/7pp59i//79mD17ttljGRkZ8Pf3R/Xq1c1eJyMjQ97HtE2G7w37WDJ79myEhYXJX/Xr11fUbrIvjUZjdKdrW7nrHbGZP9dQldxlZ2e7ZYcPMH/upDIZdYd+kRlUn2nBiezsbOj1epu/3LX/A5g/V1LVHLpCFm0eSJWUlKBaNetXAvr6+ioq8nD27Fk8/fTTWLNmDQIDA23+OXuYPn06cnNz5a+zZ8869fXJmGF6t6CgwKYvd78jNvPnGqqSu4iICLfMHsD8uRMlGXWnfpEZVJ9pwQkls/LuMvNpDfPnOqqaQ1fIos1rpIQQSEpKQkBAgMXHi4qKFL3wvn37kJWVhTvuuEPeVlJSgj179uD999/Htm3bUFxcjJycHKNZqczMTERGRgIAIiMj8fPPPxs9r+FgYtjHkoCAAKu/B6lDkiSbFxmaLlDMzs5GeHi426wLYP5ch9LcJSQkyMVuDDNT7pQ9gPlzN7Zm1J36RWbQNWi1WqM+TQl37f8A5s/VVCWHgPpZtHlGauTIkdDpdEbToWW/dDqdokITvXv3xuHDh+VO/+DBg2jfvj0efvhh+d9+fn7YuXOn/DNHjx7FmTNn0LlzZwBA586dcfjwYWRlZcn77NixA6GhoWjZsqXNbSH3YukMhtpnJMjzGXLnKTNT5FnYL5JSSmflPWlmnlxHZXLoSlm0eUZq5cqVdn3hkJAQtG7d2mibVqtFrVq15O2jR4/G5MmTUbNmTYSGhuKpp55C586d0alTJwBAv3790LJlS4wYMQJvvvkmMjIy8OKLLyI5OZlnGzyc6RmMtLQ0ty2dSe5DkiSEh4cze+SS2C+SUkpm5QHLM/PMGFWV0hwCrpNFm2ek1PDOO+/grrvuwpAhQ9CtWzdERkZiw4YN8uO+vr7YtGkTfH190blzZwwfPhyPPPIIXnvtNRVbTc5gaXbAFRYdkudj9shVWcomc0n2xP6PXIWrZNHmGSln+OGHH4y+DwwMxMKFC7Fw4UKrPxMdHY1vv/3WwS0jV2R6BiMiIgIJCQlISUlxu2u2yb0we+SqTLPZtWtX7N+/n7kku2H/R67CFbLo0jNSRBUxLQ/s7qWpyX0we+SqLJUUZi7Jntj/katQO4scSJFbYwEAUguzR66KhSfI0dj/katQO4scSJHbK1sAwMCw6JDIkZg9clWGwhMGzCXZG/s/chVqZpEDKfIIrrLokLwPs0euiIUnyBnY/5GrUKvP40CKPIalRYe8zICcgdkjV2Sp8AQzSfbG/o9chRp9HgdS5FHUXnRI3ovZI1dkWnhCr9er2yDySOz/yFU4u9gOB1LkUdRedEjei9kjV2RaeIJ5JEdg/0euwtnFdjiQIo/DBbCkFmaPXJFWqzU6Q8s8kiOw/yNX4cxiOxxIkUfiAlhSC7NHrsb0DC2zSI5irf9jH0jO5MzjMAdS5LG4AJbUwuyRq5EkSf43s0iOZKn/Cw4OZu7IqZx1HOZAijyapQWwXGxNzsDF1+RKWHSCnMm0/wPYB5LzOeM4zIEUeTRL07s8K0bOwMXX5EpYdIKcyZC3goIC9oGkGmcchzmQIo9nWADrzHKYRID1xdfMH6nBtOgEZ6XIkQyXVrEPJDU5+jjMgRR5BWeXwyQy4MwUuQrOSpEa2AeS2hyZQQ6kyGs4sxwmUVksC0yugqXQSQ3sA0ltjsogB1LkNViWldTE/JErMJ2VYgbJWdgHktocURadAynyKtbKsvKsGDkD80euoGwpdGaQnIl9IKnNUgarkj8OpMjrWCrLSuQszB+pjRkkNTF/pDZ7ZrCaXZ6FyI0YpnbLnoHQaDQqtoi8CfNHamMGSU3MH6nNNINVyR8HUuSVTKd2iZyJ+SO1MYOkJuaP1GavDPLSPiIiIiIiIoU4kCIiIiIiIlKIl/YBctnDvLw8lVtCrsKQBWeUZGX+yBTzR2pjBklNzB+pzdYMciAFID8/HwBQv359lVtCriY/Px9hYWEOfw2A+SNzzB+pjRkkNTF/pLaKMigJ3gUNpaWlOH/+PEJCQozur+GK8vLyUL9+fZw9exahoaFqN8clOOJvIoRAfn4+oqKi4OPj2CtgXTV/zFrFHPU3Yv6qxluza8/fmxm0zlvzZQn7QMdj3sqndgY5IwXAx8cH9erVU7sZioSGhvINZcLefxNHnwUzcPX8MWsVc8TfiPmrOm/Nrr1+b2awfN6aL0vYBzoe81Y+tTLIYhNEREREREQKcSBFRERERESkEAdSbiYgIAAzZsxAQEAAkpKS0LBhwwp/5tSpU5AkCR999JHD26eGsn8Tsh9b/q7enkFmT13W8mf6/8VT82eKeXQOw985OTnZq/s/gJlzhvL+xt5+DAbUzyAHUg6ydu1avPvuu3Z/3oCAALzyyisu2Wlt3LgRiYmJiIqKQkBAAOrVq4ehQ4fiyJEjFvfPz8/Hc889h0aNGiEgIAB169bF0KFDUVhYKO9z4cIFTJs2DT179pQXgv7www9Gz2P4myQmJkKSJLOv/v37O/LXdllVzaArZ82aDRs24IEHHkDjxo2h0WjQvHlzPPPMM8jJyTHb99q1a5g9ezZatmwJjUaDunXr4l//+hd+++03s3337duHu+66C5GRkQgODkabNm3w3nvvoVq1akZ/o3Xr1mH48OG47bbbIEkSevTo4eDf2HU5qg+0hVrZVZI/APj6669xxx13IDAwEA0aNMCMGTNw48YNs/1ycnIwduxYhIeHQ6vVomfPnti/f7/RPj/88AMCAwPx6quvIjAw0KwffOONNxzxK7ssR+bPkC9fX1+HPH9lHT16FJMmTUJ8fLycgVOnTlncV0n/BwDfffcdevXqhbCwMISEhKBdu3ZYt26d2XvNluO6t7BXBt3pWKwkgwUFBZg4cSLq1auHgIAAtGjRAosXL7a4b3l9YNm/T8OGDS1+DnziiScc9Suz2ISjrF27FkeOHMHEiRMd9hrLli1DaWmpw55fqcOHD6NGjRp4+umnUbt2bWRkZODDDz9Ex44dkZ6ejtjYWHnf3NxcdO/eHX///TfGjh2Lpk2bIjs7GykpKSgqKoJGowFw8005d+5c3HbbbYiJiUF6enq5bahXrx5mz55ttC0qKsr+v6wb8MYMjh07FlFRURg+fDgaNGiAw4cP4/3338e3336L/fv3IygoSN734Ycfxtdff43HHnsMd9xxB86fP4+FCxeic+fOOHz4MKKjowHcHETFx8fjtttuw9SpU6HRaLBlyxY8/fTT+N///od///vf8nMuXrwY+/btQ4cOHXDp0iWn//6uhPkrP39btmzB4MGD0aNHDyxYsACHDx/G66+/jqysLKMPE6WlpRg4cCB+/fVXTJkyBbVr18aiRYvQo0cP7Nu3D7fddhsAoEWLFli1apVZm1atWoXt27ejX79+jv8DuBBvzF96ejree+89tGzZEi1atMDBgwet7mtr/wcAK1euxOjRo9G3b1/MmjULvr6+OHr0KM6ePWv0nLYe170FM2g9gyUlJUhMTMQvv/yC5ORk3Hbbbdi2bRuefPJJXLlyBc8//7y8r619oEFcXByeeeYZo23NmjWz++8qE+QQAwcOFNHR0Wo3QwghxMmTJwUAsXLlSqe/dkZGhqhWrZp4/PHHjbaPGzdOVK9eXZw4caLcn8/LyxOXLl0SQgjx+eefCwBi165dFvft3r27aNWqlV3a7Qm8MYOWsvHxxx8LAGLZsmXytr///lsAEM8++6zRvt9//70AIObPny9ve+yxx4S/v7+cQ4Nu3bqJ0NBQo21nzpwRJSUlQgghWrVqJbp3717F38h9MX83WcqfEEK0bNlSxMbGiuvXr8vbXnjhBSFJkvjjjz/kbevWrRMAxOeffy5vy8rKEtWrVxcPPvhghW1q2rSpuO222yrx27g3b8zfpUuXRF5enhBCiHnz5gkA4uTJk2b7Ken/Tp48KYKCgsSECRMqfH1bj+veghm0nsHPPvtMABArVqww2j5kyBARGBgoMjMz5W1K+sDo6GgxcOBAO/5GFeOlfZWQn5+PiRMnomHDhggICIBOp0Pfvn3lacYePXpg8+bNOH36tDytaLiGtbi4GC+//DLatWuHsLAwaLVadO3aFbt27VLcDkvXxubk5CApKQlhYWGoXr06Ro4caXZZSVZWFsLDw9GjRw+jOzb/9ddf0Gq1eOCBB+RthYWF+PPPP3Hx4kXF7QMAnU4HjUZj1IacnBysXLkSY8eORaNGjVBcXIyioiKLPx8SEoKaNWsqes0bN26goKCgUu11F8ygZZYupbv33nsBAH/88Ye8zXADxoiICKN969SpAwBGMwd5eXkIDAxE9erVzfYtux9w84aOjr7niStg/iyzNX+///47fv/9d4wdOxbVqv1zYciTTz4JIQTWr18vb1u/fj0iIiJw3333ydvCw8Nx//3346uvvrLadwLAzz//jL/++gsPP/xwhW13J8yfZTVr1kRISEiF+ynp/5YsWYKSkhK89tprAG5ejiUs3H5UyXHdEzCDltmawZSUFADAsGHDjLYPGzYM165dw1dffSVvq0wfWFxcDL1eX2E77MHzj/gO8MQTT2Dx4sUYMmQIFi1ahGeffRZBQUHygfKFF15AXFwcateujVWrVmHVqlXydbJ5eXlYvnw5evTogblz5+KVV15BdnY2EhMTy52Gt4UQAvfccw9WrVqF4cOH4/XXX8fff/+NkSNHGu2n0+mwePFi7N69GwsWLABwc+o0KSkJISEhWLRokbzvzz//jBYtWuD999+3uR05OTnIzs7G4cOHMWbMGOTl5aF3797y46mpqbh27RqaNm2KoUOHQqPRICgoCAkJCVX+Gxw7dgxarRYhISGIjIzESy+9hOvXr1fpOV0RM2i7jIwMAEDt2rXlbU2aNEG9evXw9ttv45tvvsHff/+Nn3/+GU888QQaNWpk1Ln36NEDeXl5ePzxx/HHH3/g9OnTWLJkCTZs2IDp06dXqk3ujvmznaX8HThwAADQvn17o32joqJQr149+XHDvnfccYfZAL1jx44oLCzEsWPHrL72mjVrAMDjBlLMX9Uo6f++++473H777fj2229Rr149hISEoFatWnjppZeMLilz5HHdFTGDVVNUVARfX1/4+/sbbTdc/rlv3z55m9I+8Pvvv4dGo0FwcDAaNmxodPm9Qzh1/stDhIWFieTk5HL3sTale+PGDVFUVGS07cqVKyIiIkKMGjVKUTtGjhxp9BpffvmlACDefPNNo9fr2rWrxSndBx98UGg0GnHs2DF5CvbLL7802mfXrl0CgJgxY4bN7WrevLkAIACI4OBg8eKLL8qXOwkhxPz58wUAUatWLdGxY0exZs0asWjRIhERESFq1Kghzp8/b/F5K7q0b9SoUeKVV14RX3zxhfjkk0/EoEGDBABx//3329x2d8EM2m706NHC19dXHDt2zGj7Tz/9JJo0aSJnFYBo166duHDhgtF+N27cEOPHjxd+fn7yfr6+vmLx4sXlvq4nX9rH/NnOUv4Mr3XmzBmz/Tt06CA6deokf6/Vai3+XTZv3iwAiK1bt1p83Rs3boiIiAjRsWPHSrXblTF/FSvvsiohbO//QkNDRY0aNURAQIB46aWXxPr168VDDz0kAIhp06bJ+1X2uO6umMGKlZfBt99+WwAQKSkpRtunTZsmAIi77rpL3qakD7z77rvF3LlzxZdffilWrFgh/97PPfecorYrwYFUJURHR4v27duLc+fOWd3HlmtjS0pKxKVLl0R2drYYOHCgiIuLU9QO0zfQ2LFjRbVq1UR+fr7RfoZrUU3fQJcuXRJ16tQRbdq0EYGBgWLEiBGKXt+avXv3iq1bt4pFixaJDh06iGeeeUYUFxfLj7/22msCgKhdu7ZRW9PT0wUA8cILL1h83ooGUpY89thjAoBIT0+v9O/jiphB26xZs8ZqJ3rs2DExZMgQMW3aNPHll1+Kt956S9SqVUt06dJFXL161Wjfd955R9x1113i448/FuvWrRODBw8W1apVExs3brT62p48kGL+bGMtf4Y+sOw6AIOuXbuK2NhY+XsfHx8xbtw4s/127twpAFjN4LZt2wQA8e9//7tKv4MrYv4qVtFAytb+z8fHRwAQc+bMMfr5/v37i6CgIHk9TGWP6+6KGaxYeRm8cOGCCAsLE7fddpvYvn27OHnypFi6dKkIDQ0VAETv3r3lfSvbBwohRGlpqUhMTBTVqlUTZ8+etcevZYYDqUpYt26dCAwMFD4+PqJDhw5ixowZ4n//+5/RPuW9gT766CMRExNjdIYbgGjUqJGidpi+gRITE0X9+vXN9vv111+tLjI0DE4iIiLElStXFL2+LS5fviwiIiLEM888I28zvLkeffRRs/0bNWokevbsafG5KjOQ+vPPPwUAMXPmTMVtd2XMYMX27NkjAgMDRWJiotGCfiGEyMnJEREREeKtt94y2v7DDz8IAGLRokXyttmzZ4vIyEizA1OPHj1EVFSU2XMbePJAivmrWHn5c8aM1COPPCJ8fX1FRkZGFX8T18P8Vay8D7FK+j+tVisAiNOnTxvtayiisnv3bqPXU3pcd1fMYMUqGszv3r1bNGjQQP7dQ0ND5Vzdc8898n6V7QMNtm7dKgCIVatWVeXXsYprpCrh/vvvx4kTJ7BgwQJERUVh3rx5aNWqFbZs2VLhz65evRpJSUlo0qQJVqxYga1bt2LHjh3o1auXKiUst23bBgC4cuUK/v77b7s/f40aNdCrVy/5Wn3gn3LkpgtdgZvX7V65csVur1+/fn0AwOXLl+32nK6AGSzfr7/+ikGDBqF169ZYv3690YJ+APjiiy+QmZmJQYMGGW3v3r07QkNDkZaWJm9btGgRevXqheDgYKN9Bw0ahPPnz1u9R4YnY/7KV1H+DIv6L1y4YPazFy5cMLplQ506dazuB1i+vcPVq1exceNG9OnTx2I/6+6Yv6pR0v9ZO17rdDoAkI/XzjyuuwJmsOq6deuGEydO4MCBA0hNTcW5c+fQqVMnAMblyivTB5bl6M+BHEhVUp06dfDkk0/iyy+/xMmTJ1GrVi2jGx5KkmTx59avX4/GjRtjw4YNGDFiBBITE9GnTx9cu3atym2Kjo7GhQsXzCrWHT161OL+W7duxfLly/Hcc88hPDwcI0eOtHgzyKq6evUqcnNz5e/btWsHADh37pzZvufPn0d4eLjdXvvEiRMAYNfndBXMoGX/+9//0L9/f+h0Onz77bdmAyAAyMzMBHDzXhZlCSFQUlJi1IbMzEyz/QDIRUwc8Z5xB8yfZbbkLy4uDgDwyy+/GG0/f/48/v77b/lxw7779+83+4D1008/QaPRWLw/ytdff438/HyPKzJRFvNXeUr6P2vH6/PnzwP459jqzOO6q2AGq87X1xdxcXFISEhAcHAwvvvuOwBAnz595H0q0weW5ejPgRxIKVRSUmI0KABunm2JiooyKsGo1WrN9gMg3wldlCk3+dNPP1V4o1lbDBgwADdu3DC6mWNJSYlckaWsnJwcjBkzBh07dsSsWbOwfPly7N+/H7NmzTLaT0nZy6ysLLNtp06dws6dO42qUzVv3hyxsbH46quvjJ53+/btOHv2LPr27WvT71tWXl6eWQlMIQRef/11AEBiYqLi53RVzKB1GRkZ6NevH3x8fLBt2zarHaeh4/3000+Ntn/99dfQ6/Vo27at0b47duwwusFuSUkJPvvsM4SEhKBJkyYVtsuTMH/W2Zq/Vq1a4fbbb8cHH3xg9GF28eLFkCQJQ4cOlbcNHToUmZmZ2LBhg7zt4sWL+Pzzz3H33XcjICDA7PnXrl0LjUYjl173JMxf1Snp/wxlsFesWCFvKy0txcqVK1GzZk15AOWI47qrYgYdIzs7G3PnzkWbNm2MBlK29oGXL182Ozlw/fp1zJkzB/7+/ujZs6djGu6QCwY92JUrV4RWqxUjR44U8+fPFx988IG4//77BQDx9ttvy/u9+eabAoCYNGmSWLt2rfj666+FEEJ8+OGHAoAYNGiQWLp0qZg2bZqoXr26aNWqleIbt5leG1tSUiISEhKEj4+PePLJJ8X7778vevXqJdq0aWN2bewjjzwiAgMDjW78OGbMGOHn5ycOHjwob1NSrUWn04kHH3xQzJ07V3zwwQdiypQpombNmiIwMFCkpaUZ7fv9998LX19f0bx5czF//nwxY8YMERISIpo1a2a2FmXmzJli5syZYtiwYQKAGDVqlLytbDsjIyPFpEmTxMKFC8Vbb70lEhISBAAxduxYG/+i7oEZtC42NlZe3L9q1Sqjr+3bt8v7FRUViVatWglJkkRSUpJYsmSJePbZZ0VgYKCoU6eOyM7OlvddvXq1ACCaNGki5s6dK9577z3RuXNnAUC8/vrrRq+/e/duOZs6nU40bNhQ/t6wlsDdMX/W2Zo/IYT45ptvhCRJolevXuKDDz4QEyZMED4+PuKxxx4z2u/GjRuiU6dOIjg4WLz66qti4cKFolWrViIkJET8+eefZm24dOmS8PPzE8OGDauwve6I+bMuJydH7m/69+8vAIhnnnlGzJw5UyxYsEDeT0n/V1paKnr37i0kSRJjx44VCxcuFH379hUAxNKlS41eX8lx3Z0xg9bZmkEhbt7UfurUqWLZsmVi5syZon79+qJGjRri0KFDRvvZ2geuXLlSNGnSREydOlUsWbJEzJo1S7Ru3VoAELNmzbLxL6ocB1IKFRUViSlTpojY2FgREhIitFqtiI2NNVqcKYQQBQUF4qGHHhLVq1cXAOSgl5aWilmzZono6GgREBAg2rZtKzZt2mT2ZrCFpZ+5dOmSGDFihAgNDRVhYWFixIgR4sCBA0ZvoK+++srsDS+EEHl5eSI6OlrExsbKVfaUvIFmzJgh2rdvL2rUqCGqVasmoqKixLBhw8zeFAY7duwQnTp1EoGBgaJmzZpixIgRZqVXhRBGCzFNvwxOnDgh/vWvf4mGDRuKwMBAodFoRLt27cSSJUtEaWlphW13J8ygdeVlxbTww+XLl8WkSZNEs2bNREBAgKhdu7YYNmyYOHHihNnzbt26VXTv3l3Url1b+Pv7i5iYGLFkyRKz/WbMmGH19StbPtvVMH/WKcmfEEJs3LhRxMXFiYCAAFGvXj3x4osvGlU4Nbh8+bIYPXq0qFWrltBoNKJ79+7iv//9r8U2LFmyRACQP7R5GubPupMnT1rNn2k7lfR/+fn54umnnxaRkZFy/7d69WqLbbD1uO7OmEHrlGRw0qRJonHjxiIgIECEh4eLhx56yKxgh4EtfeAvv/wi7r77blG3bl3h7+8vgoODRZcuXcRnn31WYburQhLCwi2qiYiIiIiIyCqukSIiIiIiIlKoWsW7kLNdvnwZxcXFVh/39fX1yAo45DqYQVIT80dqYv5Ibcyg++ClfS6oR48e2L17t9XHo6OjvfLeNeQ8zCCpifkjNTF/pDZm0H1wIOWC9u3bV+7N64KCgpCQkODEFpG3YQZJTcwfqYn5I7Uxg+6DAykiIiIiIiKFuEYKN28ud/78eYSEhFi9EzV5FyEE8vPzERUVBR8fx9ZkYf7IFPNHamMGSU3MH6nN1gxyIAXg/PnzqF+/vtrNIBd09uxZ1KtXz6GvwfyRNcwfqY0ZJDUxf6S2ijLIgRSAkJAQADf/WKGhoSq3hlxBXl4e6tevL2fDkZg/MsX8kdqYQVIT80dqszWDHjOQWrhwIebNm4eMjAzExsZiwYIF6Nixo00/a5jKDQ0N5ZuIjDhjmp/5I2uYP1IbM0hqYv5IbRVl0CNuyLtu3TpMnjwZM2bMwP79+xEbG4vExERkZWWp3TQiIiIiIvJAHjGQmj9/Ph577DE8+uijaNmyJZYsWQKNRoMPP/yw0s8pSkuhz8qCPisLorTUjq0lqhjzR2pi/khtzCCpifkjW7n9pX3FxcXYt28fpk+fLm/z8fFBnz59kJ6ebvFnioqKUFRUJH+fl5dntk/hxYvQRkQAAPSZmdDqdHZuOXkr5o/UxPyR2phBUhPzR/bk9gOpixcvoqSkBBG3Am8QERGBP//80+LPzJ49G6+++qozmkdkhvkjNTF/pDbFGdTrb36RchoNwJLeRtgHkj25/UCqMqZPn47JkyfL3xsqcxA5A/NHamL+SG1KM6ht3NgZzfJIIiEBUkoKB1NlsA8ke3L7gVTt2rXh6+uLzMxMo+2ZmZmIjIy0+DMBAQEICAiw/UUccTaMZ4m8lkvkryqYXbfm9vmzB2ZYVTZlUKNBKoAuTmmR55LS0iD0ekjBwWo3xWUo7gOJyuH2Ayl/f3+0a9cOO3fuxODBgwHcvEv1zp07MX78eLu8hiPOhvEsEdnK1c7GMrvexdXyZw/MsOvTaLWYFh+PA3v3qt0Ut6QFYKhbXFhYCC0HUkQO4fYDKQCYPHkyRo4cifbt26Njx4549913odfr8eijj1b+SR18NoxniahcLnw2ltn1Ai6cP3tghl2fJElISU1FYWGh2k1xS/qsLMADT4IQuRqPGEg98MADyM7Oxssvv4yMjAzExcVh69atZgUolHDU2TCjs0TZ2dC6yxlRXgrjVK54Nla17DJ7TueK+bMHmzLMvLkMSZKg1WrVboZ70mjUboHnqMzlzexHvIZHDKQAYPz48Xa7lA9w3NmwsmeJ3OmSGV4K41yueDZWrewye87nivmzB1syzLyR2xMCgf36qd0Kj1GZ4x37Ee/hMQMpR3DI2bDwcLe8ZIaXwjify52NVSm7zJ46XC5/9mBDhpk3cndCr4fvoUMAgIMAbuPslHJVvLxZSkuDyMpyn36EM2iVxoGUk7nbJTNcsEoGzs4us0f2ZpphCUAqgDiT/Zg3cmeFhYUwnAIJCgyEhgMpxSp7vCt73JKsVI52RZxBqzwOpJzM3S6ZKeSCVbrF2dll9sje5Azr9UBhIaDXm122kwqgLT94kjvTaHAQN08QNL92DaKwEOCJAUUqe7zTFxQgNTLSPa86sucMmhfNcHEgpQK3uWRGCATeKilPBDgxu8weOYgEQJOYCMnkTLMOgB5A2/h4pLhD/0xkhUajQVBgIHDtGgDOsFZWZY53Go0G97npVUf2nEHzphkuDqTIqrLXWR8A0IxnaclJmD1yFKHXmw2iUgEcyciANjgYGo0Gkhcc/MmDFRai+a1BFPtP53K3q44cNYPmTWtNOZAiqwr1evk66+SYGKTxLC05CbNHdiXEzUv5cKvs+a3NRrNQOh0HUOQRyq6RYv/pfG5z1RHsP4PmjWubOZAiy0zKp27fsYMfMsg5mD2yJyEgunSRZ6HKfrw5cuIEtDodZ6HIY7H/pPLYewbNG28EzYEUmRMCIivL+NIqNzm7Qu5PFBQwe1R1t2ahREGB2aV8wK2iEuHhbnPmmMhmQsj/5CCKKmLXGTQv7E991G4AuRjD2dsyiw6TY2Kg8cI3B6lACJR2+edqbWaPKuVWP4bgYKO+TIebM1JaANPi45kt8jy8GS+RU3FGioyYLsROBbA9LY1ntcgpTItMMHtUGRUVlADAy/nII7FQD5FzcUaKjBTq9fK/dbh51tYbFguSayibv+SYGGaPlBMChdnZ8reGWahp8fEI1+mg1Wqh1Wo5iCKPZNqHctaVyLE4I0X/MLkk4MiJEwhv2JAfOMg5WGSCqurWJX3aMrNRLChBXoN9KJHTcUaKZKaL/LXh4eyEyTksFDiReCaVlLiVIdNLk7W3CkqwLyNPZ3oMZx9K5HgcSNFNXORPamGBE6oqCxkyXJrMHJFX4DGcSBW8tI8AcJE/qYcFTqiqLGXoSEYGwnmTXfISPIYTqYMzUgSAi/xJPSxwQpUmBKDXmxWXMBSW4AdJ8gomBVZ4DCdynirNSBUVFSEgIMBebSG1cIEqqYUFTqiyDJfz7d2LshcwMUPkVSwUWOExnMh5FM1IbdmyBSNHjkTjxo3h5+cHjUaD0NBQdO/eHW+88QbOnz/vqHaSA3GBKqmFBU6oUiwUlgD+KS7BDJG3EAUFZpe18hhOLkEItVvgFDYNpDZu3IhmzZph1KhRqFatGqZOnYoNGzZg27ZtWL58Obp3747vvvsOjRs3xhNPPIHsMlPM5OK4QJXUwuxRZVgpLGG4VxQzRF7DpA9lgRVyJYH9+nnFYMqmS/vefPNNvPPOO7jzzjvh42M+9rr//vsBAOfOncOCBQuwevVqTJo0yb4tJYfgAlVSi+lsFLNH5RICKCy0eAb+SEYGtMHBvFcUeQ8Lt4xggRVSnUaDAwDaAvA9dOhmfx0SonarHMqmgVR6erpNT1a3bl3MmTOnSg0i5yosLJTXFyTHxCCNC1TJGW6dSfW99S2zR+Uqsx6q7EdEHYBm8fFI4YdH8iZl3g8GyTExSOP7gFSm0WqRHBODvYcPA8DN4/zBg4AH55Llz0nGBarkLJwJJSVMy5sDLHFO3ou3jCBXJUkStqel4UBo6D+zUno9JA8+Uap4ICWEwPr167Fr1y5kZWWhtLTU6PENGzbYrXHkXOyEyVkK9XrOhJJtbpV2NuRFB0APoC1nosgbWXg/NIuPRwr7UHIR2uBgo1mpQr3eo8vxKx5ITZw4EUuXLkXPnj0RERHBgxgRKcNy+2QrC6Wdj5w4Aa1Ox/VQ5H2svB9Y7p9ciSRJ2L5jB3CrIFBgv36AB1/ep3ggtWrVKmzYsAEDBgxwRHuIyMOZXtbXjBWmyBILJc5TAbQND4eWmSEvZKnQSluW+ycXJGm1XlN0QtF9pAAgLCwMjRs3dkRbiMgLFBYWyv9myXOyyEqJc5Z2Jq/FUufkRgxFJwxKu3Tx2FLoigdSr7zyCl599VVcvXrVEe0hIi/Cy/rIEkuL6Y9kZCAlNZV5Ia9kOpPP9wO5MrnoxK3vDUUnPJHiS/vuv/9+/Oc//4FOp0PDhg3h5+dn9Pj+/fvt1jhyMg89W0Cuix8CyIy1xfQsLEFezKxAD98P5OLMik4UFnpk0QnFA6mRI0di3759GD58OItNeBhPXxBIRC6Oi+mJzLFAD7kh06ITnkrxQGrz5s3Ytm0bupS5VpfcmBfehZpUxplPsoKL6YnMiYICFught2TUd3vosV/xGqn69esjNDTUEW0hFXjTgkByASZnVolkXExPZM7kfcECPeSuAvv188jPl4oHUm+//Taee+45nDp1ygHNIWezuCCwoEDVNpHnKrtg+iAAaDRqNodcCBfTE5kznY3anpbG9wS5D43m5rEenltwQvFAavjw4di1axeaNGmCkJAQ1KxZ0+iL3I9hQaABZ6XIUcqWPg8KDISGAym6xbQsfjgX05O3szAb5YmL9clzaTQaBAUGyt+X7ec9heI1Uu+88w4Pbh5GnpUKDf1nrZReD4kdNtlbmTV5za9dgygsBJgzMsHF9ETms7ScjSK3U1iI5teuAbi1vs8DT54qHkglJSVZfYz3lnJfZmUq9Xqe+SK7M6zJ8/RyqFQ1/LBIZKHkOftKcjNmGfbA9X2KL+2bMGGCxe16vR4DBgyocoNIHXKZyls8dVEgqcs0Z0REZAFLnpO785IMKx5Ibd68GTNmzDDaptfr0b9/f9y4ccNuDSPnk7Ra46ITWVkcTJHdGXWkej0zRub0emaDvJppYR7JA8/kk2crm+FjACQPvKwPqMRAavv27Vi2bBneffddAEB+fj769u0LSZKwdetWe7ePnMi0FLoUGQnRtSs/zJDDaBs3ZsbIjLZxYyA4mNkgr8XCPOTuyma4GQDNnXd6ZH+ueCDVpEkTbN26FTNnzsR7772Hfv36wd/fH1u2bIFW4RmT2bNno0OHDggJCYFOp8PgwYNx9OhRo32uXbuG5ORk1KpVC8HBwRgyZAgyMzON9jlz5gwGDhwIjUYDnU6HKVOmcHasEgxFJ1LLbktL88hylaQijYYZI3MmuQCYDfJitwrzADcL88ADq52Rh/OSY73igRQAtGnTBps2bcLzzz8PjUZTqUEUAOzevRvJycn48ccfsWPHDly/fh39+vWDvswfetKkSfjmm2/w+eefY/fu3Th//jzuu+8++fGSkhIMHDgQxcXF2Lt3Lz7++GN89NFHePnllyvzq3k9bXAwpsXHQ1dmW2F2tkeeRSB1aLRayxnjpVxezZALLcBskNczvUKEx2FyNxaP9R44kJKEqPid2bZtW4sLxE6fPg2dToegoCB52/79+yvdmOzsbOh0OuzevRvdunVDbm4uwsPDsXbtWgwdOhQA8Oeff6JFixZIT09Hp06dsGXLFtx11104f/48IiIiAABLlizB1KlTkZ2dDX9//wpfNy8vD2FhYcjNzUVoaGil2+8phBDIPnUKusaN/9mWkAApJQXwwIWCljgzE96YP0sZA7wvZ9Z4a/6EECgsLIQ+K4vZUJm3ZtCVFGRmIjgyUv7em94DzJ9nMD3Wl7RpA9+DB90iw7bmwqby54MHD7ZXu8qVm5sLAPKNffft24fr16+jT58+8j633347GjRoIA+k0tPTERMTIw+iACAxMRHjxo3Db7/9hrZt25q9TlFREYqKiuTv8/LyHPUruSVJkqAND0cqAMOtAKW0NIisLEg6nVu8AVwZ82c5YwBz5gyunD9Jkm5e3VBeNgwloDUaZsRNuXIGXYmk1ZofhwsKIIWEqNkst8f8OY/hWG+4f6TvoUMel2GbBlKmVfocobS0FBMnTkRCQgJat24NAMjIyIC/vz+qV69utG9ERAQyMjLkfcoOogyPGx6zZPbs2Xj11Vft/Bt4FsOU7LG9e5F1a5sUGelVZ8Qchfm7yZCxA3v3QgswZ07iDvkrLxsGzIj7cocMugJLx+HSLl3c5oy+q2L+nMv0/pGelmGb1kjZcPVflSUnJ+PIkSP49NNPHf5a06dPR25urvx19uxZh7+mu5EkCSmpqTiSkeEViwWdifm7yZCxrIIC5syJ3CF/5WVD3ocZcVvukEFXUPY4bHRrEua+Spg/5zIUMvPUDNs0kGrVqhU+/fRTFBcXl7vf8ePHMW7cOMyZM0dRI8aPH49NmzZh165dqFevnrw9MjISxcXFyMnJMdo/MzMTkbfOTEZGRppV8TN8H1nm7GVZAQEBCA0NNfoic5IkIVynM1ssePH0aYjSUtXa5e6Yv38YLuWyljN9VhazZmfukj/TbGgBs0IUhowwJ+7FXTLoCgzH4bKFJ/QFBSq2yP0xf86nDQ42Lp7iQVUobRpILViwAG+99RYiIyPxwAMPYN68eVizZg2++OILLF++HJP/v707j4uq3v8H/hpQgZlhcGNJRRTNDEVxycR9KXHLvGrbdcOlxbBSy8x+3ki7pdl27zfNuplYaem1tMVKM3NBXDJxr1yuiqYhpLINCAqf3x8608wwwByYOcvM6/l48EjOHGY+M734HD7ncz7vM2MGunTpgri4OJhMJkyZMsWlFxdCYOrUqVi3bh1+/PFHNG/e3O7xTp06oXbt2ti8ebN127Fjx3D27FnEx8cDAOLj43H48GFkZWVZ99m0aRNMJhNiYmJcagdVzHpG7NQp67bQtm1xuG5d/uFCblNRzgzh4cyaj7OdncoqKHCaEeaEvJlOp8P3mzZZv/89OppZJ01xzLA3cWmNVP/+/fHzzz9jx44dWL16NVauXImMjAwUFRWhYcOG6NChA8aNG4fRo0ejXr16Lr94UlISPvnkE3z55ZcIDg62rmkKCQlBUFAQQkJCMGnSJMyYMQP169eHyWTCE088gfj4eHTt2hUAMGDAAMTExGDs2LFYuHAhMjMzMWfOHCQlJSEgIKAaHwk50ul0CI2KwqHgYLTLzwcAtMvPhzk7GwaH9WlE1eUsZ8DNrGVkwBAWxgIDPspahAKA3klGAIecWDAv5CUMoaH4LSgIrYuK0Lqo6EbWmzVjvkkzvDWpLg2kLHr06IEePXpUvaOLlixZAgDo06eP3faUlBQkJiYCAN566y34+flh5MiRKC4uRkJCAt555x3rvv7+/li/fj2mTJmC+Ph4GAwGjB8/HvPmzXNbOwnQ+fkhNicH2b/+itCbxUACBwwAvGjBICnPkjPzn3+iMDvbmjXDzdKpLDBAthkB4DQnFswLeQudnx+anDoF3HILgBtZZ75JM4S48TejF5I0kHI3V4pYBAYGYvHixVi8eHGF+0RFReHbb791Z9PICZ2fH/RRUV5dxpKUp/Pzs84+sTw6OWPNCOA0J9b9HEum39yf2SEt0hmNLIdOmiTMZvgfOgQAOADgVr1e0fa4k0trpIgsHO+2XtajB++2Th5hKf3rWGBAFxEB0bMnc0cA7HPirCCFLiICMBqtX8wOaZUl67b55jGYtMC2uERQYCD0HEiRr/L2MpakHiyPTq5wLEZRWcl0gNkh7WI5dNIsvd6a2duuXgV8rWofka1yZSyzs3lGjDyisvLozB1ZWHJi+XIsme44S1WYnQ2YzcwPaY6zcujsC0ntHK9mKvSiwT8HUiSZYxlLQ3Q0L5chj3JWHp25o4o4naVyyA4v8yOt4jGYtMYxs4EDBnhNXqtVbKKsrAwnT55EVlYWyhzuZdCrVy+3NIzUTWcwcNEryUqn08EQGlo+d5ZiAiwiQDZsS6YDAByyAzgpRsEMkUbwGExaozMY7IuVmc32hYA0SvKM1O7du9GyZUvcfvvt6NWrF/r06WP96tu3ryfaSCrERa+kBGe5sxQT4BlZqkxlxUtYiIK0hsdg0ppyl/d5yTopyQOpxx57DJ07d8aRI0dw+fJlXLlyxfp1+fJlT7SRVIiLXkkJtrlzLCbAIgJUmcqKl1j3YYZII3gMJq1xvLzPW0geSJ04cQKvvPIKbr/9dtStWxchISF2X+Q7uOiVlGDJnbPZBeaPKuNYvKTSQhQsRkEqx2MwaY3O9tJpL8mp5IHUnXfeiZMnT3qiLaRBXPRKSrCbXWABCpLIsRiFs0IUvNSPtIDHYNIqbyk44VKxiUM370YMAE888QSefvppZGZmIjY2FrVr17bbt127du5tIame00WvWVnQhYVx4TZ5jLWYQEUFKJg/qoRdMQonhSgAFqMgbWDhCdKMm/eTshac8IKcujSQiouLg06ng7AZOU6cONH6b8tjOp0OpaWl7m8lqZpl0evxnTuRdXObLiICont36FJT+YcHeRTzRzVlydD+nTsB3LjczzZLFswUqZGzPrCsRw/4HzjArJKqWApO7Dx8GIB35NSlgdTp06c93Q7SMMtlMtlZWdgREcGZAZIV80c1ZcmQpYqUuaDALkvW/Vhun1TItg/cHxHx19l+9n+kMjqdDt+npWG/yeQ1ZdBdWiMVFRVl/crIyEDjxo3ttkVFRaFx48bIyMjwdHtJpWwLADiWFub12uRpzB/VlOVSv6qKUbDcPqmRs8IT7P9IjQxGo1eVQZdcbKJv375Oy5zn5ubyPlI+rqLS1CwpTHJg/shdyhWjYLl90gDL2X72f6Rm3lYGXfJAyrIWytGlS5fs7yJPPqmimQGWZCU5MH/kLhXNULFUOqmZwWgs3/9xIEUq401l0F1aIwUAI0aMAHDjzScmJiIgIMD6WGlpKQ4dOoRu3bq5v4WkOdbrtc+cAaKjAdwsycqF2iQD5o/czXYNlTkryy5XFswXqYGz/i9wwABA4wv6yXtpPZ8uz0hZbrgrhEBwcLDdTXgjIiLwyCOPYMWKFZ5sK2mITqeD4WZJYes2XmJAMmH+yN2sM1QOubI+znyRSlj6v/03v7cs6CdSjZtl0AHt59PlGamUlBQAQLNmzfDMM8/wMj6qkrOSrNnZ2Qg1GJxeHkrkTswfeUJlpdKzs7Nh0Omg1+uZMVKUY5lp9n2kJt6UT8lrpJKTk2EwGJCVlYXU1FSkpqYiKyur6h8kn2O7+N9S/So8Oho9e/a0uycZkScwf+QJzgpR2ObLaDQyY6Q4S+EJ9n2kRt6UT8kDqfz8fIwdOxaNGzdG79690bt3bzRu3BhjxoxBbm6uJ9pIGmZZ/N+he3dYClympaVpvtwlaQPzR57gWIjCNl8AM0bqYDAa2feRanlLPiUPpCZPnow9e/Zg/fr1yMnJQU5ODtavX4+ff/4Zjz76qCfaSBqn0+mQmpqKixcvWreZzWZNnnkg7XGWP2aP3MWSr4KCAvZxpCo89pKaOcunFkkeSK1fvx7Lli1DQkICTCYTTCYTEhIS8P777+Prr7/2RBvJC1jO4FqEh4drdhqXtMcxf8weuZPtDJUF+zhSAx57Sc0c86lFkgdSDRo0QEhISLntISEhqFevnlsaRd5Jr9eje/fu1u/T0tJg1nClFtIWvV6PuLg4AMCBAweYPXI7Z31cdnY2/2glRfHYS+Q5kgdSc+bMwYwZM5CZmWndlpmZiZkzZ+If//iHWxtH3sXZNC7PjJFcLPmzYPbI3Zz1cZwBIKXx2EvkOZIHUkuWLMHu3bvRtGlTtGzZEi1btkTTpk2xc+dOvPfee+jYsaP1i8iRTqdDaGgoZwZIEQaDwS57WlzYSupm6eM4A0BqwmMvqZXWB/Qu30fKYvjw4R5oBvkSy9mx4OBgADfOjKWnp2vy/gGkLY7ZI/IES86ys7MRHh4OgP0cKY/HXlIbIQR69uypdDNqRPJAKjk52RPtIB9jmRk4cOCAdWZA6wsOSRv4RwPJwXYGgP0cqQWPvaQmhYWFOHDgAAAgLi4Oer1e2QZVg+RL+wAgJycHS5cuxezZs3H58mUAQHp6Os6fP+/WxpH3clyvovWpXdIm5o48ybGfY+lpUppjJonUIjU1VZMnOiUPpA4dOoRWrVrh1Vdfxeuvv46cnBwAwNq1azF79mx3t4+8mO0vDBe+khKYO/I0236OhSdIDbT4xyp5P63mUvJAasaMGUhMTMSJEycQGBho3T548GBs377drY0j78Zy1KQE5o7kxJLopGbMIamFVrMoeSC1d+9ePProo+W2N27c2K4kOlFVWI6alMDckZxYEp3UjDkktdBqFiUPpAICApCXl1du+/HjxxEaGuqWRpHvYDlqUgJzR3KqqCQ6c0dKcJyVZw5JKd6QRckDqWHDhmHevHm4du0agBsHiLNnz2LWrFkYOXKk2xtI3o0LX0kJLHZCcnM2M8XiE6QE9n+kFt7wN6DkgdQbb7yBgoIChIWFoaioCL1790bLli0RHByMl19+2RNtJC+n1QWGpG0sdkJy0+l0dqWmeYkfKYX9H6mF1v8GlHwfqZCQEGzatAk7duzAoUOHUFBQgI4dO+Kuu+7yRPvIx7AzJ7lYLimw3E/FbDbDaDQq3SzycpbiE2lpaQBuXOLH7JHc2P8RuUe17iMFAD169MDjjz+OZ599loMochueGSO5sOgEKcHZJX7MHsmN/R+Re0gaSJWVlWHZsmUYOnQo2rZti9jYWAwbNgwfffQRfwGp2rxhsSFpE4tOkBIsxSeYPVIS+z+imnN5ICWEwLBhwzB58mScP38esbGxaNOmDTIyMpCYmIi//e1vNWrIggULoNPpMG3aNOu2q1evIikpCQ0aNIDRaMTIkSPtzuIBwNmzZzFkyBDo9XqEhYVh5syZuH79eo3aQvLyhsWGpE1cdE1KccweC0+Q3HjsJao5lwdSy5cvx/bt27F582bs378fn376KVatWoWDBw/ihx9+wI8//oiPPvqoWo3Yu3cv3nvvPbRr185u+/Tp0/H1119jzZo12LZtGy5cuIARI0ZYHy8tLcWQIUNQUlKCnTt34sMPP8Ty5cvxwgsvVKsdpBytLzYk7eKia1KKbfZYeIKUwGMvUc24PJD69NNP8fzzz6Nv377lHuvXrx+ee+45rFy5UnIDCgoKMHr0aLz//vuoV6+edXtubi4++OADvPnmm+jXrx86deqElJQU7Ny5E7t37wYAfP/99/jll1+wYsUKxMXFYdCgQXjppZewePFilJSUSG4LEfkex0tLzWazsg0in2EpPGFhKTxBpAQO4omkc3kgdejQIQwcOLDCxwcNGoSDBw9KbkBSUhKGDBlSrmDFvn37cO3aNbvtrVu3RtOmTbFr1y4AwK5duxAbG4vw8HDrPgkJCcjLy8PRo0crfM3i4mLk5eXZfRHJhflTF19bdM38qYevFp5gBtXJF7IHMH/kXi6XP798+bLdgMVReHg4rly5IunFV61ahfT0dOzdu7fcY5mZmahTpw7q1q1b7nUyMzOt+zi2yfK9ZR9n5s+fj7lz50pqK8lH6hlZvV6vqcsTmD/1sSy6tpQCzs7OtrvfT1W0lEHmT11sC09UN38AM0jV41gG3Zv7PgvmT720+PefyzNSpaWlqFWr4nGXv7+/pCIP586dw1NPPYWVK1ciMDDQ5Z9zh9mzZyM3N9f6de7cOVlfnyoXHh4Oo9Ho8pfWzqIxf+rjOCvlzRlk/tSnpvljBqm6fKnvs2D+1EuL+XN5RkoIgcTERAQEBDh9vLi4WNIL79u3D1lZWejYsaN1W2lpKbZv345FixZh48aNKCkpQU5Ojt2s1MWLFxEREQEAiIiIwE8//WT3vJZLJCz7OBMQEFDh+yBlON6kUoq0tDQUFhZKPoOrFOZPnQwGg09kkPlTp5rkD2AGqfp8pe+zYP7URet//7k8kBo/fnyV+4wbN87lF+7fvz8OHz5st23ChAlo3bo1Zs2ahcjISNSuXRubN2/GyJEjAQDHjh3D2bNnER8fDwCIj4/Hyy+/jKysLISFhQEANm3aBJPJhJiYGJfbQsqznBWTch8Ls9lsvZTTbDarYoqXtIsZJCVVJ38AM0g1x76PlKT1/Lk8kEpJSXHrCwcHB6Nt27Z22wwGAxo0aGDdPmnSJMyYMQP169eHyWTCE088gfj4eHTt2hUAMGDAAMTExGDs2LFYuHAhMjMzMWfOHCQlJfFsgwbpdLpqn1UIDw9H9+7dkZqays6cqo0ZJCXVJH8AM0jVx76PlKTl/Lm8RkoJb731FoYOHYqRI0eiV69eiIiIwNq1a62P+/v7Y/369fD390d8fDzGjBmDcePGYd68eQq2muTirHRwdna24tfLku9gBklpzCApgbkjJanp1hE6wdQjLy8PISEhyM3NhclkUro5JIEQAtnZ2XbVG91xZkLOTDB/2uaJDDJ/JAUzSErw1PEXYP6oao75i4uLQ3p6uttmpVzNhapnpIiqYikd7HhmQuo6A6LqYgZJacwgKYG5IyXZ3joCAA4cOKBI9jiQIs1zdlNLTrSSnJxl0Gw2M4ckG/aDpAT2faQkx/L9SuSOAynyCo4LFdVwbwHyLY4ZDA8PZw5JVuwHSQns+0hJtpfyKZE7DqTIa1ju0A7Aeod2duQkJzUtgCXfxH6QlMDiE6QUZ32enLOiHEiR13B2h3aeFSM5ObvMhRkkObEfJCU46/uYPZKDsz7PaDTKlj0OpMirWO7QbsGzYiQ3ZwtgmUGSE/tBUkJFxSeYPfI0xz4PkC97HEiRV+FZMVIDzgqQktgPklKYPVKCJXcFBQWyZ48DKfI6LMlKauBsVoAZJLmwHySlMHukBEvRE7mzx4EUeSWWZCWlMYOkNJZEJ6Uwe6QUuY+9HEiR12JJVlIaM0hKY0l0UgqzR0qR89jLgRR5NZajJqUxg6Q0x/LAzB/JheX4SSlyleTnQIq8GstRk9KYQVKaY/ET5o/kwsI7pBS5Cp9wIEVez1k5ai56JTkxg6Q0g8HA/JEiWHiHlCJH4RMOpMgnOJ4V46J/khszSEpi/kgpLLxDSvJ0/jiQIp+h0+ms/+blBaQEZpCUxPyRUlh4h5TkyfxxIEU+o6KFhzwzRnKRa/ErkTPsA0lJzB8pyVP540CKfEZFCw+NRiOv1yZZVJRB5o/kwD6QlMT8kZI8lT8OpMinOFt4SCQnZpCUxPyRkpg/UpIn8lfLbc9EpBGWsxK2ZyD0er2CLSJf45hB5o/kxD6QlMT8kZLcnT8OpMgnOS48JJIbM0hKYv5IScwfKcmd+eOlfURERERERBJxIEVERERERCQRL+0DrGUP8/LyFG4JqYUlC3KUZGX+yBHzR0pjBklJzB8pzdUMciAFID8/HwAQGRmpcEtIbfLz8xESEuLx1wCYPyqP+SOlMYOkJOaPlFZVBnWCd0FDWVkZLly4gODgYLs7v6tRXl4eIiMjce7cOZhMJqWboyhPfhZCCOTn56NRo0bw8/PsFbBayR+z55wnPhfm7wZmznXu/qyYwcoxm39hH+gZzJg0SvWBnJEC4OfnhyZNmijdDElMJhN/sW7y1Gfh6bNgFlrLH7PnnLs/F+bvL8yc69z5WTGDVWM2/8I+0DOYMWnk7gNZbIKIiIiIiEgiDqSIiIiIiIgk4kBKYwICApCcnIyAgIAK90lMTESzZs2qfK4zZ85Ap9Nh+fLl7mugjFz5LMh9XP28fSV/Fsyh57jzs/X2XDKH8goICED79u0RGxtb5b5azZSrmD3P4N970iiVQw6kZPbJJ5/gX//6V7V/PiAgAC+++KKmOqx169YhISEBjRo1QkBAAJo0aYJRo0bhyJEjlf7c//73PwQGBkKn0+Hnn3+2e+yPP/5AcnIytm3bhoYNG0Kn02Hr1q0efBfeoSb502L2AM/kz1ZAQADOnz+PwMBADB061N3N9wkV5VKrmXPFsWPHMH36dHTr1s2aszNnzjjdd/r06ejYsSPq168PvV6P22+/HS+++CIKCgqs+3jzZ1UdNT3WViUgIABxcXGqKk4gpa9bvXo1xowZg1tvvRU6nQ59+vRx+pxbt26FTqdz+rV7924Af2Vv27ZtmDRpEtq2bQt/f3+X/sD3Zr74956Ufu3q1auYP38+YmJioNfr0bhxY9x33304evSo3X7bt2/HsGHDEBkZicDAQERERGDgwIFIS0uz2y8gIAAvvPACUlJSEBcXB6PRiPDwcAwaNAg7d+701FtmsQm5ffLJJzhy5AimTZvmsdd4//33UVZW5rHnl+rw4cOoV68ennrqKTRs2BCZmZlYtmwZunTpgl27dqF9+/ZOf2769OmoVasWiouLyz127NgxvPrqq7j11lsRGxuLXbt2efpteAXmzz35s/Xzzz9j+fLlCAwM9ETzfYIv5nLXrl34v//7P8TExOD222/HgQMHKtx379696NmzJyZMmIDAwEDs378fCxYswA8//IDt27d7vKqZFvlipqT0dUuWLMG+fftwxx134NKlS1U+95NPPok77rjDblvLli3tvv/kk0+wevVqdOzYEY0aNXLPm9IwX8yglH5t9OjR+Oqrr/Dwww+jY8eOuHDhAhYvXoz4+HgcPnwYUVFRAIDjx4/Dz88Pjz32GCIiInDlyhWsWLECvXr1wjfffIOBAwdan3PmzJl48803MWbMGDz++OPIycnBe++9h969eyMtLQ1dunRx/5sWJKshQ4aIqKgopZshhBDi9OnTAoBISUmR/bUzMzNFrVq1xKOPPur08Q0bNog6deqIOXPmCABi7969do/n5eWJS5cuCSGEWLNmjQAgtmzZ4ulmax7zd0NN82dRVlYm4uPjxcSJE0VUVJQYMmSIJ5vttXwxl5cuXRJ5eXlCCCFee+01AUCcPn3a5Z9//fXXBQCxa9cuD7VQ23wxU85U1NedPXtWlJaWCiGEaNOmjejdu7fTn9+yZYsAINasWVPla50/f16UlJQIIdT1+StFTZ+B2vq133//XQAQzzzzjN32H3/8UQAQb775ZqWvYzabRXh4uEhISLBuu3btmggKChKjRo2y2/fUqVMCgHjyySer+a4qx9NYbpSfn49p06ahWbNmCAgIQFhYGO6++26kp6cDAPr06YNvvvkGGRkZ1qlxy9R3SUkJXnjhBXTq1AkhISEwGAzo2bMntmzZIrkdzq6ZzcnJQWJiIkJCQlC3bl2MHz8eOTk5dvtkZWUhNDQUffr0sbuT88mTJ2EwGPDAAw9YtxUWFuK3337Dn3/+Kbl9ABAWFga9Xl+uDQBw7do1PPXUU3jqqafQokULpz8fHByM+vXrV+u1vRXz57qa5s/i448/xpEjR/Dyyy9Xqx2+gLl0rn79+ggODpb8Piws78VZhr0dM+W6ivq6yMhIyTOZ+fn5uH79eoWPN2rUCLVr165OMzWHGXTO1X7NchPk8PBwu+233HILACAoKKjSn9fr9QgNDbV7X9euXUNRUVG55wwLC4Ofn1+Vz1ltHhme+ai///3vok6dOmLGjBli6dKl4tVXXxX33HOPWLFihRBCiO+//17ExcWJhg0bio8//lh8/PHHYt26dUIIIbKzs8Utt9wiZsyYIZYsWSIWLlwobrvtNlG7dm2xf/9+Se0YP3683VmQsrIy0atXL+Hn5ycef/xx8fbbb4t+/fqJdu3alTtDYZnd+fe//y2EEKK0tFR0795dhIeHiz///NO6n+UsVXJyssvtunLlisjKyhKHDh0SEydOFADEf/7zn3L7LVy4UISFhYnc3FyRkpJS6YyAbZt9fUaK+aucu/OXl5cnIiIixPz584UQgjNSFWAuq+bKjNS1a9dEdna2OH/+vNi4caNo3bq1CA4Ots7M+xJmqnKu9nUWrsxIGY1GAUD4+/uLPn36VHpMFkJdszGewAxWrbJ+raSkRDRp0kRERESIr776Spw7d07s2bNH9O7dWzRv3lxcuXKl3M/k5uaK7Oxs8euvv4rZs2cLAOL555+32+fOO+8UBoNBrFixQmRkZIiDBw+KUaNGiQYNGoj//e9/ktrvKg6k3CgkJEQkJSVVuk9Fncv169dFcXGx3bYrV66I8PBwMXHiREntcPzF+uKLLwQAsXDhQrvX69mzp9Op3oceekjo9Xpx/Phx6y/CF198YbdPdX6xbrvtNgHA2inPmTPHemmBxR9//CGCg4PFe++9J4QQHEhJwPxVzt35e+aZZ0Tz5s3F1atXhRAcSFWEuayaKwOpXbt2WfMLQNx2220+2+cxU5Vzpa+zVdlAKi0tTYwcOVJ88MEH4ssvvxTz588XDRo0EIGBgSI9Pb3C5/T2gRQzWLWq+rU9e/aIFi1a2PVrnTp1En/88YfT/RMSEqz71alTRzz66KOiqKjIbp8TJ06Ijh072j1ndHS0+O233yS1XQoWm3CjunXrYs+ePbhw4YLkhZb+/v7w9/cHAJSVlSEnJwdlZWXo3Lmzdaq4ur799lvUqlULU6ZMsXu9J554AqmpqeX2X7RoEbZu3YpRo0bh+PHjGDt2LO699167fRyng12RkpKCvLw8nDp1CikpKSgqKkJpaand5QWzZs1CdHQ0Jk+eLPFdEvNXOXfm7/jx4/j3v/+NTz/9VFMVlZTAXLpHTEwMNm3aBLPZjJ07d+KHH36wq9rnS5ipyrnS17mqW7du6Natm/X7YcOGYdSoUWjXrh1mz56NDRs2SH5Ob8AM1ly9evUQFxeH++67D127dsXJkycxf/583Hfffdi0aVO5Ak4LFizA008/jXPnzuHDDz9ESUlJuUtNg4OD0aZNG8THx6N///7IzMzEggULMHz4cKSmpqJhw4Zufx+ckXKj1atXi8DAQOHn5yfuuOMOkZycXG4qsbKzNMuXLxexsbGidu3adqPp5s2bS2qH4xmKhIQEERkZWW6/gwcPVrj40DLLEx4e7nSKtaYuX74swsPDxdNPP23dtmvXLqHT6cSPP/5o3cYZKdcxf66raf4GDhxY7gwuZ6ScYy6rVp1iEytXrhR+fn7iwIEDbmuHVjBTrnPW1zmqbEaqIg8++KCoU6eOuH79utPHvX1GihmsWmX9Wk5OjggPDxevv/663fatW7cKAOKdd96p9LmLi4tFmzZtxMiRI63brl27Jtq2bSumTp1qt+/x48dF7dq1xbPPPlv9N1MJFptwo/vvvx+nTp3C22+/jUaNGuG1115DmzZt8N1331X5sytWrEBiYiJatGiBDz74ABs2bMCmTZvQr18/RUpbbty4EQBw5coV/P77725//nr16qFfv35YuXKldduzzz6Lnj17onnz5jhz5gzOnDljXdz4xx9/4OzZs25vhzdh/lxXk/z9+OOP2LBhA5566inrfmfOnMH169dRVFSEM2fOIC8vz+1t1irm0jNGjBgBAFi1apWi7VACM+U6Z32dO0RGRqKkpARms9mtz6sVzGDNfP7557h48SKGDRtmt713794wmUzl7hHlqE6dOhg2bBjWrl2LoqIiADfuN3XkyJFyz3nrrbfi9ttvr/I5q4sDKTe75ZZb8Pjjj+OLL77A6dOn0aBBA7uKXhXdvO+zzz5DdHQ01q5di7FjxyIhIQF33XUXrl69WuM2RUVF4Y8//ih3GcixY8ec7r9hwwYsXboUzz77LEJDQzF+/PhKK/VUV1FREXJzc63fnz17Ftu3b0fz5s2tXzNnzgRw43KCdu3aub0N3ob5c11182cZUI0YMcJu3/Pnz+PHH39E8+bNsWzZMre3V8uYS/crLi5GWVmZXYZ9CTPlOse+zh1OnTqFwMBAGI1Gtz6vljCD1Xfx4kUAQGlpqd12IQRKS0tdakNRURGEENYKgBU9J3Cjop+n3hcHUm5SWlparqMKCwtDo0aN7G7oaTAYnHZolutlhc11qHv27HHLjWYHDx6M69evY8mSJXbtffvtt8vtm5OTg8mTJ6NLly545ZVXsHTpUqSnp+OVV16x209KOcysrKxy286cOYPNmzejc+fO1m3/+c9/sG7dOruvJ554AgDw+uuvu/2Mmjdh/irm7vz169ev3H7r1q1DaGgoOnfujHXr1uGee+5x7cPxcsxlzeXk5ODatWvlti9duhQA7DLsC5ipirna10mRnZ1dbtvBgwfx1VdfYcCAAT55M2hmsOZatWoFoPyM+ldffQWz2YwOHTpYtznLdU5ODj7//HNERkYiLCys0udMT0/HsWPH7J7TnVhswk3y8/PRpEkTjBo1Cu3bt4fRaMQPP/yAvXv34o033rDu16lTJ6xevRozZszAHXfcAaPRiHvuuQdDhw7F2rVr8be//Q1DhgzB6dOn8e677yImJqbGC4rvuecedO/eHc899xzOnDmDmJgYrF271ukv+FNPPYVLly7hhx9+gL+/PwYOHIjJkyfjn//8J+69917rndF/+ukn9O3bF8nJyXjxxRcrff3Y2Fj0798fcXFxqFevHk6cOIEPPvgA165dw4IFC6z7DRgwoNzPWu4R0Lt373IHgn/+858AgKNHjwK4cU+fHTt2AADmzJnj2ofjJZi/irk7f02bNkXTpk3L7Ttt2jSEh4dj+PDhLn4y3o+5rFhubq71jxvLJSeLFi1C3bp1UbduXUydOhUAsHXrVjz55JMYNWoUbr31VpSUlCA1NRVr165F586dMWbMmBp9DlrDTFXM1b4OuHEZ1Pbt2wHcGCyZzWbrMbVXr17o1asXAOCBBx5AUFAQunXrhrCwMPzyyy/4z3/+A71eX+45Dx06hK+++grAjfsR5ebmWp+zffv2XnOCiRmsmKv92j333IM2bdpg3rx5yMjIsBabWLRoEW655RZMmjTJ+pyDBg1CkyZNcOeddyIsLAxnz55FSkoKLly4gNWrV9t93nfffTc+/PBD5OXlYcCAAfjjjz/w9ttvIygoCNOmTavJR1sxj6y88kHFxcVi5syZon379iI4OFgYDAbRvn37cgvmCgoKxN///ndRt25dAcC6SLCsrEy88sorIioqSgQEBIgOHTqI9evXl1tI6ApnP3Pp0iUxduxYYTKZREhIiBg7dqzYv3+/3eLDL7/8UgAQb7zxht3P5uXliaioKNG+fXvrXcullMNMTk4WnTt3FvXq1RO1atUSjRo1Eg8++KA4dOhQlT9bWbEJ2CzQdPzyNcxfxTyVP0csNlEec1mx06dPV9h/2bbz5MmTYty4cSI6OloEBQWJwMBA0aZNG5GcnCwKCgokfQbegJmqmJS+Ljk5ucL82b7Wv//9b9GlSxdRv359UatWLXHLLbeIMWPGiBMnTpR7Tkt/6exr/PjxVbZfK5jBirnarwlxoxDK9OnTRatWrURAQIBo2LChePDBB8WpU6fs9lu0aJHo0aOHaNiwoahVq5YIDQ0V99xzj9i+fXu51y8sLBTz5s0TMTExIigoSISEhIihQ4dKvj+XFDohPFSrlYiIiIiIyEv53sWtRERERERENcQ1Uhpy+fJllJSUVPi4v78/QkNDZWwR+RLmj9SIuSR3Y6ZIacygdvDSPg3p06cPtm3bVuHjUVFROHPmjHwNIp/C/JEaMZfkbswUKY0Z1A4OpDRk3759uHLlSoWPBwUFoXv37jK2iHwJ80dqxFySuzFTpDRmUDs4kCIiIiIiIpKIxSaIiIiIiIgkYrEJAGVlZbhw4QKCg4Oh0+mUbg6pgBAC+fn5aNSokcfv3M78kSPmj5TGDJKSmD9SmqsZ5EAKwIULFxAZGal0M0iFzp07hyZNmnj0NZg/qgjzR0pjBklJzB8praoMciAFIDg4GMCND8tkMincGlKDvLw8REZGWrPhScwfOWL+SGnMICmJ+SOluZpBrxlILV68GK+99hoyMzPRvn17vP322+jSpYtLP2uZyjWZTPwlIjtyTPMzf1QR5o+UxgySkpg/UlpVGfSKYhOrV6/GjBkzkJycjPT0dLRv3x4JCQnIyspSumlEREREROSFvGIg9eabb+Lhhx/GhAkTEBMTg3fffRd6vR7Lli2r9nOKsjKYs7JgzsqCKCtzY2uJqsb8kZKYP1IaM0hKYv7IVZq/tK+kpAT79u3D7Nmzrdv8/Pxw1113YdeuXU5/pri4GMXFxdbv8/Lyyu1T+OefMISHAwDMp07BEBbm5pZ7Cb0eYJUbSZg/N2L+JGP+3Ij5qxZmsIaYuxqRnL+LF5k/qpDmB1J//vknSktLEX4z8Bbh4eH47bffnP7M/PnzMXfuXJdfwxAdXaM2ejPRvTt0qans1CVg/tyH+ZOO+XMf5q96mMGaYe5qRmr+iCrjFZf2STV79mzk5uZav86dO1d+J70eO+Rvmubo0tIgzGalm6EpzJ/7MH/SMX/uw/xVDzNYM8xdzbiUPyIXaX5GqmHDhvD398fFixfttl+8eBERERFOfyYgIAABAQGVPq/eYMBz3bph/86dbmurNzECsHzihYWFMBiNSjZHU5i/mmP+qo/5qznmr2aYweph7tzDlfzZMZtvfJF7ecklqpofSNWpUwedOnXC5s2bMXz4cAA37lK9efNmTJ06tdrPq9PpkLpjBwoLC93UUi8iBOrExwNHjijdEq/F/FWC+fM45q8SzJ8smEEHzJ1ieGmpZ3jLJaqaH0gBwIwZMzB+/Hh07twZXbp0wb/+9S+YzWZMmDChRs+r0+lgMBjc1ErvIQoKoLvZme8H0EqvV7ZBXor5c475kwfz5xzzJx9m8C/MncxuXlraQ+l2eDHLJao6jc+sesVA6oEHHkB2djZeeOEFZGZmIi4uDhs2bChXgILco7CwEJZDW1JsLNJ4oCMZMX+kJOaPlMDcyYuXlnqGDkA6gFY3v/eGS1S9YiAFAFOnTq3RpXwkgRDWf36/aZMsdx4nsmL+SEnMHymBuZMVLy31DJGfD+MttwDwnplVrxlIkUyEQOCAAdZv2ZmTrJg/UhLzR0pg7hTBS0vdTAiUdutm/dZbZlZ9svw5VZ8wm+F/6BCAG2cT4AVnE0g7mD9SEvNHSmDuyBs45vj7tDSvOCnAgRRJYjvNnRQbC70XnE0g7Si0KUHL/JHc2P+REpg70jwhUJidbf02KTZW82ujLDiQomrjddokK4fLW5g/UhLzR0pg7khzhIDo0cOujLw35ZgDKao2b/klIG1wvCxAx7OypCD2fyQbm0ITzB1pihAQWVnQ2VQ/3AHvOn5zIEVEmsDLW4jI5zjMxBNpxs2ZKF1EhHVTGIDnunXzquM3q/YRkeZ402UBREQVcZyJ94Zy0eQbhNlcbibqSGYmQsPCvOr4zRkpksbmEgMiWfHyFlIa+z+SGQvskFbZZtcyE+VtgyiAM1IkBS8xIKUwe6Q0ZpDkxgI7pFUO2T1y6hRCmzXzyvxyRopcxntZkFJEQQGzR4pi/0dyY4Ed0qSbBSZss2sIDfXKQRTAgRRJwMX+pAghUNajh/VbZo+UwP6P5MbMkeY4KTDh7dnlQIpcZ7M+gJcYkFy89W7opF3s/0gWPOaSxoiCgnIFJrz9mM2BFLnG4XpXb/6lIHVxPCvrLXdDJ+1i/0cex2MuaY3D1SOWAhPefsxmsQlyCUuwkhrwrCwR+QIec0lrHDPrjaXOneGMFLmE12qTYlj2nIh8DMuek6YIgcLsbOu3SbGxPjGIAmo4kCouLnZXO0hDOCtAsmHJaSLyNSx7Tlpys8CEITrausmXMitpIPXdd99h/PjxiI6ORu3ataHX62EymdC7d2+8/PLLuHDhgqfaSUrjrAApgCWnicjXsOw5acbNUueOBSZ8KbMuDaTWrVuHVq1aYeLEiahVqxZmzZqFtWvXYuPGjVi6dCl69+6NH374AdHR0XjssceQbTO9R16AswKkEF5SSkS+hv0eaYKTUueWAhO+lFmXik0sXLgQb731FgYNGgQ/v/Jjr/vvvx8AcP78ebz99ttYsWIFpk+f7t6WkmK46JXUwJcuFSAiAtjvkXoJs7ncTJSvFJiw5dJAateuXS49WePGjbFgwYIaNYjUp7CwEJZzC0mxsUjzoTMNpDBeUkpEPoz9HqlVodls/dswDECrbt2Q6mODKIDlz0kinh0j2fCSUiIiIvVxOD4fOXUKoc2a+eTfh5IHUkIIfPbZZ9iyZQuysrJQVlZm9/jatWvd1jhSCc4KkAJ4SSkR+SSbYy6R6twsMGF3fA4N9dm/DyWXP582bRrGjh2L06dPw2g0IiQkxO6LvAxnBUghXHBNRD6Hx1xSMycFJnz9+Cx5Rurjjz/G2rVrMXjwYE+0h1SGswKkBryklIh8AY+5pGbOCkx8n5bm08dnyTNSISEhiLa56RZ5N84KkBr4cidN6iAcLmMn8gQec0nNzAUF1n9bSp0bjEblGqQCkgdSL774IubOnYuioiJPtIdUjLMCROSLRFkZfucJRJIZj7mkJo794JFTp5C6Y4fPZ1TypX33338/Pv30U4SFhaFZs2aoXbu23ePp6eluaxypi6//shCRbyr880+0vnny8LegINzWsKHCLSJfwGMuqYYQKMzIsO8Ho6KYUVRjIDV+/Hjs27cPY8aMQXh4OD9EIiLyGU1OnYLOyY3piYi80s0CEwabtVHsB/8ieSD1zTffYOPGjejRo4cn2kNERKRa/OOBZMMy6KQCoqCgXIGJDj6+LsqW5CNCZGQkTCaTJ9pCRERERMCNMugcTJGShECZzcSJpcAEi6D8RfJA6o033sCzzz6LM2fOeKA5RERERD5Kr8f+m//0P3QIwmxWtDnk2xzL8R/JzGSBCQeSL+0bM2YMCgsL0aJFC+j1+nLFJi5fvuy2xpEK8GwYEfk69oMkE73BgKTYWOw8fBjAjXLovl5empRTWFgIy9xTUmws0sLCOIhyIHkg9dZbb/FD9BW8wzoR+Tr2gyQjnU6H7zdtAiIilG4KkR2W43dO8kAqMTGxwsd4bynvwjusE5GvYz9IcuMfq6QaNrPxzKVzktdIPfnkk063m81mDB48uMYNIvXgHdaJyNexHyQin8TZeJdIHkh98803SE5OtttmNpsxcOBAXL9+3W0NI3XhlC4R+Tr2g0TkKxxn48HZeKckD6S+//57vP/++/jXv/4FAMjPz8fdd98NnU6HDRs2uLt9pBK6wkIuuCblMHukAhxCkezMZvZ/pAjb2fipnI2vkOSBVIsWLbBhwwa89NJL+L//+z8MGDAAderUwXfffQeDxA95/vz5uOOOOxAcHIywsDAMHz4cx44ds9vn6tWrSEpKQoMGDWA0GjFy5EhcvHjRbp+zZ89iyJAh0Ov1CAsLw8yZMzk75maG6GiInj3ZoZMieD8VUgPmkOTGYy+pwXadjieSKlCtW7S3a9cO69evx/PPPw+9Xl+tQRQAbNu2DUlJSdi9ezc2bdqEa9euYcCAATDb3Ddh+vTp+Prrr7FmzRps27YNFy5cwIgRI6yPl5aWYsiQISgpKcHOnTvx4YcfYvny5XjhhReq89bIll6PHTbf6tLSILKy2KGTPBzvp8LskRKYQ5Ibj72kBuz7XKIToupPpUOHDk6vC8/IyEBYWBiCgoKs29LT06vdmOzsbISFhWHbtm3o1asXcnNzERoaik8++QSjRo0CAPz222+4/fbbsWvXLnTt2hXfffcdhg4digsXLiA8PBwA8O6772LWrFnIzs5GnTp1qnzdvLw8hISEIDc3FyaTqdrt9zZCCPTs0QPHd+5Elu327t2hS00FvHitgJyZYP6cE0Kge/v21vupAL6RPYD5UxNfzSEzqBxfPvZaMH/K89W+z8LVXLhU/nz48OHualelcnNzAQD169cHAOzbtw/Xrl3DXXfdZd2ndevWaNq0qXUgtWvXLsTGxloHUQCQkJCAKVOm4OjRo+jQoUO51ykuLkZxcbH1+7y8PE+9JU3T6XRI3bED2VlZ2BERgR6W7WlpEAUF0AUHK9o+rWL+XKPT6fB9Whp2mEz22cvKgi4szCc6ck9g/qSpMIfsA6uNGaxcpcde9n81xvy5hsdg17g0kHKs0ucJZWVlmDZtGrp37462bdsCADIzM1GnTh3UrVvXbt/w8HBkZmZa97EdRFketzzmzPz58zF37lw3vwPvpNPpEBoWhhHdutmdHSvr0QP+Bw7wF6kamD/XGYxGPOeQPV1EhE+dFXM35k86ZzlkH1h9zGDVKjr2sv+rOebPdTwGV82lNVIuXP1XY0lJSThy5AhWrVrl8deaPXs2cnNzrV/nzp3z+GtqmeXs2JHMTPvrZW3WspHrmD/X2Wav3JoB5q9amD/p2Ae6FzPoGvZ/nsH8uY4ZrJpLA6k2bdpg1apVKCkpqXS/EydOYMqUKViwYIGkRkydOhXr16/Hli1b0KRJE+v2iIgIlJSUICcnx27/ixcvIiIiwrqPYxU/y/eWfRwFBATAZDLZfVHlLGfHkmJjrdsK+UtULcyfNJbsPdetG8JsthdmZ3PhazUwf9XDPtB9mEHXVdj/MXvVxvxJw2Nw5VwaSL399tt4/fXXERERgQceeACvvfYaVq5cic8//xxLly7FjBkz0KVLF8TFxcFkMmHKlCkuvbgQAlOnTsW6devw448/onnz5naPd+rUCbVr18bmzZut244dO4azZ88iPj4eABAfH4/Dhw8jK+uvJZmbNm2CyWRCTEyMS+0g1+h0Ony/aZP1e5YCJrlYz4qdOmXdxrLAJDf2gaQEZ/0fs0dy4jG4Yi6tkerfvz9+/vln7NixA6tXr8bKlSuRkZGBoqIiNGzYEB06dMC4ceMwevRo1KtXz+UXT0pKwieffIIvv/wSwcHB1jVNISEhCAoKQkhICCZNmoQZM2agfv36MJlMeOKJJxAfH4+uXbsCAAYMGICYmBiMHTsWCxcuRGZmJubMmYOkpCQEBARU4yOhyugMBuwH0AF/lcPkokOSg06ngyE0FDsALvonxZTrA5k/koGl/+Pxl5RS4THYx3Mo6T5SPXr0wNtvv40DBw7gypUruHr1Kn7//Xd8/fXXmDp1qqRBFAAsWbIEubm56NOnD2655Rbr1+rVq637vPXWWxg6dChGjhyJXr16ISIiAmvXrrU+7u/vj/Xr18Pf3x/x8fEYM2YMxo0bh3nz5klqC7lGbzDYXdqii4jgGQmSjd5gKHd5QVmPHswfycaxD2T+SC48/pLSnB2DfT2HLt1HytvxHgLSFOTn44BNOUwAEPn50BmNirXJ3XgPC/USQiA7KwvnIyJgubkB86eN1/IWBfn5OGEyeW3+AGZQrXzh+Aswf2pmOQYftynND3hfDl3NhaQZKSLgr3KYXPhKSuCif1KawWhk/kgRPP6S0iotPmE2+9zMFAdSJBkXvpLSuOiflMT8kVJ4/CU1qKj4BIxGn7vMjwMpqhbbha/AX4uuieRiWfQP/LXw2pc6b1IW80dK4fGX1MC2+ITd9psFKHylP+RAiqqNi65JSVx4TUpi/khJPP6SGliKTxgAny1A4VL5c0dlZWU4efIksrKyUFZWZvdYr1693NIwUj+dTofv09Kw/+aia5ZjJTlZ8rfDZuE1y6GTXJg/UpLT4y+zRzKzXOJXWFgIc0EBdtgUoLCWRjcaAb3ea/8ulDwjtXv3brRs2RK33347evXqhT59+li/+vbt64k2koo5Lrr2pbMQpDxnC695ZpbkwvyRkhyPv8weKUGn08FgMDgtQKGLiPD6dVOSB1KPPfYYOnfujCNHjuDy5cu4cuWK9evy5cueaCOpmPWsrO22tDQIVhEiGVgXvGZm2q8XYP5IBswfKck6K3Xze2aPlGTbHzpdN+Wl2ZQ8kDpx4gReeeUV3H777ahbty5CQkLsvsj3sBwrKclpOfTsbK89+0XqwnL8pKRypfjZ95GCbEujO66b8tZsSh5I3XnnnTh58qQn2kIaxXKspDTHctSG6GivvpSA1IXl0Ekp7PtIbSx/E2YVFJQrj+6N2XSp2MShQ4es/37iiSfw9NNPIzMzE7Gxsahdu7bdvu3atXNvC0kTbMuxsvAEKUFnMGAHwIX/pAhLOXT2fyQ39n2kNpZ1U7hZHr1cAQov6htdGkjFxcVBp9NB2IwiJ06caP235TGdTofS0lL3t5I0wVKOdefhwwBuFp7o3h261FSv+YUh9bKUYT2+cyeybm4r69ED/gcOMH/kcez/SCns+0itnGXT2/pGlwZSp0+f9nQ7yAtUWA7YbL5R/pLIgyyXE2RnZWF/RMRfMwPMH8mA/R8phX0fqZVtNsuVRveSfLq0RioqKsr6lZGRgcaNG9tti4qKQuPGjZGRkeHp9pLKsfAEKYmFJ0hJ7P9IKez7SK1sC1CUKz5hNms+o5KLTfTt29dpmfPc3FzeR4pYeIIUx8XXpBT2f6Qk9n2kVs76RkN0tFfcY0ryQMqyFsrRpUuXbiwsI59nW3gC+GvhtZZ/UUhbLIuvrd/fXHxN5Gns/0hJTvs+5o9UwNI3Or3HlIYz6vJAasSIERgxYgR0Oh0SExOt348YMQL33nsvEhIS0K1bN0+2lTTEsvDaQhcRofmzDqQdlgWutpcRlPXowfyRLNj/kVKc9X3MH6mFJZ+O95jSckZdHkhZbrgrhEBwcLDdTXgjIiLwyCOPYMWKFZ5sK2mIdeG17TYvvrM1qYvtHdbtZgaYP5IB+z9Sim3fx/yR2tjdY8pLMupS1T4ASElJAQA0a9YMzzzzDC/joypZFl7blr0sLCyEwQuqtJD6WRa4DrcpSc38kVzY/5FSLH3fCOaPVMhyjym9Xu8VGZW8Rio5ORkGgwFZWVlITU1FamoqsrKyqv5B8jm2Z8YMAAwARFCQ0s0iH2KZGbDkzyyE3f3wiDzFWf/H/JFcePwltfOWPlLyQCo/Px9jx45F48aN0bt3b/Tu3RuNGzfGmDFjkJub64k2kobpdDoYjEYUAigE0LNXL839kpC26fz8rPkLj4hAz549mUGShWP/x/yRnHj8JbXzhj5S8kBq8uTJ2LNnD9avX4+cnBzk5ORg/fr1+Pnnn/Hoo496oo2kcXq9HnFxcQCAAwcOIDs7W1O/JKRter0e3bt3t36flpYGswavwyZtYv5ISTz+kto56yO1lFPJA6n169dj2bJlSEhIgMlkgslkQkJCAt5//318/fXXnmgjaZxOp0Nqaqr1+/DwcM2dcSDtsuTv4sWL1m3MH8mF+SMl8fhLauesj9RSTiUPpBo0aICQkJBy20NCQlCvXj23NIq8j8Fg4FlZUoxOp0NoaKjdmVnmj+TC/JGSePwltbP0kVrMqeSB1Jw5czBjxgxkZmZat2VmZmLmzJn4xz/+4dbGkffgWVlSmuOZWeaP5MT8kVJ4/CUt0GpOJQ+klixZgt27d6Np06Zo2bIlWrZsiaZNm2Lnzp1477330LFjR+sXkS1nZ2ULCwuVbRT5FIPBwPyRYpg/UgqPv6QFWsypy/eRshg+fLgHmkG+wnLGITg4WOmmkA9yzJ/az3SRd2H+SEk8/pIWaC2nkgdSycnJnmgH+RCdTqd0E8iH2eavZ8+eSE9PZyZJNswfKYlZIy3QUk4lX9oHADk5OVi6dClmz56Ny5cvAwDS09Nx/vx5tzaOvB/PyJLcHMsBq/2yAfIuzB+pBY+/RDUneSB16NAhtGrVCq+++ipef/115OTkAADWrl2L2bNnu7t95OW0sJCQvIvjon8iOTF/pBY8/hLVnOSB1IwZM5CYmIgTJ04gMDDQun3w4MHYvn27WxtH3olnZElpWrpsgLwP80dK4fGXyL0kD6T27t2LRx99tNz2xo0b25VEJ6qI4xlZnhEjJTF/pCTmj+TE4y9pjdozKnkgFRAQgLy8vHLbjx8/jtDQULc0iryf44Jrtf+ikPdi/khJzB/Jjcdf0hK1Z1TyQGrYsGGYN28erl27BuDGL+TZs2cxa9YsjBw50u0NJO/EywtISY7508Ld08l7MH+kJB5/Se20lFHJA6k33ngDBQUFCAsLQ1FREXr37o2WLVsiODgYL7/8sifaSF6IC65JSY75U/sZL/IuzB8picdfUjstZVTyfaRCQkKwadMm7NixA4cOHUJBQQE6duyIu+66yxPtIy9me3kB/4gguRkMBsTFxeHAgQPWWQGj0ah0s8hHMH+kJB5/Se20UpRH8kDKokePHujRo4c720I+jDemJLk53j2dGSQ5MX+kFsweUfVJurSvrKwMy5Ytw9ChQ9G2bVvExsZi2LBh+Oijj3hGgyTT0jWw5J0sswIAM0jyY/5IKTz+ErmHywMpIQSGDRuGyZMn4/z584iNjUWbNm2QkZGBxMRE/O1vf6tRQxYsWACdTodp06ZZt129ehVJSUlo0KABjEYjRo4ciYsXL9r93NmzZzFkyBDo9XqEhYVh5syZuH79eo3aQvJgGVZSmpauwybvw/yRUpg9Ivdw+dK+5cuXY/v27di8eTP69u1r99iPP/6I4cOH46OPPsK4ceMkN2Lv3r1477330K5dO7vt06dPxzfffIM1a9YgJCQEU6dOxYgRI5CWlgYAKC0txZAhQxAREYGdO3fijz/+wLhx41C7dm288sorkttB8nMsw8rLC0huzBspifkjpTB7RDXn8ozUp59+iueff77cIAoA+vXrh+eeew4rV66U3ICCggKMHj0a77//PurVq2fdnpubiw8++ABvvvkm+vXrh06dOiElJQU7d+7E7t27AQDff/89fvnlF6xYsQJxcXEYNGgQXnrpJSxevBglJSWS20Ly4+UFpCacFSUlMX+kFLPZ7PIXc0r0F5cHUocOHcLAgQMrfHzQoEE4ePCg5AYkJSVhyJAh5ar+7du3D9euXbPb3rp1azRt2hS7du0CAOzatQuxsbEIDw+37pOQkIC8vDwcPXq0wtcsLi5GXl6e3RcpwxcvL2D+1MsXylAzf+rlC/kDmEE1Cg8Ph9FodOlL6zll/sidXB5IXb582W7A4ig8PBxXrlyR9OKrVq1Ceno65s+fX+6xzMxM1KlTB3Xr1i33OpmZmdZ9HNtk+d6yjzPz589HSEiI9SsyMlJSu8m9fO3yAuZPXXxtVpT5Uxdfyx/ADKqFXq9H9+7dJf9cWlqapnPK/JE7ubxGqrS0FLVqVby7v7+/pCIP586dw1NPPYVNmzYhMDDQ5Z9zh9mzZ2PGjBnW7/Py8viLpBJms1nS/nq9XnMDMeZPXRzLUHt7Bpk/dfG1/AHMoFpYsufqoMhsNltPVpvNZk1mD2D+tMjVflGJTLo8kBJCIDExEQEBAU4fLy4ulvTC+/btQ1ZWFjp27GjdVlpaiu3bt2PRokXYuHEjSkpKkJOTYzcrdfHiRURERAAAIiIi8NNPP9k9r6Wqn2UfZwICAip8H6SsymY9nenevTtSU1M11Zkzf+pjmx9vzyDzpz6+lD+AGVQTnU4Hg8Eg+efCw8M1mT2A+dMiV/tFJTLp8qV948ePR1hYmN10qO1XWFiYpIp9/fv3x+HDh613dT9w4AA6d+6M0aNHW/9du3ZtbN682fozx44dw9mzZxEfHw8AiI+Px+HDh5GVlWXdZ9OmTTCZTIiJiXG5LaSs6l5eANy4xCA7O1vT12uT8phBUhLzR1rgmFNmjzypOv1iWlqa5Fn9mnJ5RiolJcWtLxwcHIy2bdvabTMYDGjQoIF1+6RJkzBjxgzUr18fJpMJTzzxBOLj49G1a1cAwIABAxATE4OxY8di4cKFyMzMxJw5c5CUlMSzDRoi9fICwP4SAy2fGSN1YAZJScwfaYElp9nZ2cweeZyUftG2P5T7VjouD6SU8NZbb8HPzw8jR45EcXExEhIS8M4771gf9/f3x/r16zFlyhTEx8fDYDBg/PjxmDdvnoKtpuqQenmB5UyF5Z5iljNjoaGh7MypWphBUhLzR1qg0+kQGhrK7JEsXO0XLUV7LFe4FRYWVuuS1erQCc7JIi8vDyEhIcjNzYXJZFK6OeQiIYTdmTHAfdfHypkJ5k+7PJVB5o9cwT6QlOLJ7AHMH0lXUFBgLdpTUFBQ44GUq7lweY0UkdrYnhmz0HpZVtIWZpCUxPyRUpg9UhulZkM5kCJNs1xDa6nWCIB3XidZMYOkJOaPlMLskVrJmUMOpEjzHK+hDQ8P1/yd10lbmEFSEvNHSmH2SI3kzCEHUuQVWJaVlOYsg3KXYSXfxfyRUnj8JTVQqg/kQIq8grNLDHhmjOTkLIPMH8mF+SOl8PhLaqBUH8iBFHkNLn4lpVkyGBcXBwDWMqxEcmD+SCk8/pIaKNEHciBFXoWLX0lplgxaMH8kJ+aPlMLjL6mBsz7QkznkQIq8Dhe/ktJsy7AyfyQ35o+UwuMvqYFjH2g0Gj2WQw6kyCtx8SspifkjJTF/pCTmj5TmmEHAc8UnOJAir8TFr6Qk5o+UxPyRkpg/UpolgwUFBR4vPsGBFHktLn4lJTF/pCTmj5TE/JHSLJeZerr4BAdS5NWcnRnjGTGSCxdfk5KYP1IS80dq4OkCPBxIkddzXPzKywtITlx8TUpi/khJzB+pgScL8HAgRT5Br9fbTe1y4SvJiYuvSUnMHymJ+SOleTKDHEiRT3Cc2uVZMZITF1+Tkpg/UhLzR0rzZAY5kCKfYTAYnJ6R4DXbJIeKFl/zzCzJobL8sQ8kT2P+SGmeOgZzIEU+o6IzEkajkZWESBYVZZD5IzmwDyQlMX+kNE8cgzmQIp/i7IwEkZyYQVIS80dKYv5Iae7OYC23PAuRhljOSNiegdDr9Qq2iHyNYwaZP5IT+0BSEvNHSnPnMZgDKfJJjiVZieTGDJKSmD9SEvNHSnNXBnlpHxERERERkUQcSBEREREREUnES/sAa9nDvLw8hVtCamHJghwlWZk/csT8kdKYQVIS80dKczWDHEgByM/PBwBERkYq3BJSm/z8fISEhHj8NQDmj8pj/khpzCApifkjpVWVQZ3gXdBQVlaGCxcuIDg4GDqdTunmuCQvLw+RkZE4d+4cTCaT0s1RlCc+CyEE8vPz0ahRI/j5efYKWOZP25g/+TF/f/HUZ8EMVoz5s+dNfWB+fr5P/L/1hQzX9D26mkHOSAHw8/NDkyZNlG5GtZhMJq/9JZDK3Z+Fp8+CWTB/3oH5kx/z9xdPfBbMYOWYP3ve0AdaBvK+8v/WF95nTd6jKxlksQkiIiIiIiKJOJAiIiIiIiKSiAMpjQoICEBycjICAgKUbori+FnIj5/5X/hZyI+f+V/4WciPn7k9b/o8vOm9VMYX3qdc75HFJjQsMTERW7duxZkzZyrd78yZM2jevDlSUlKQmJgoS9vINzCDpDbMJMmFWSOlMYPK44yUh3zyySf417/+pXQzZLVu3TokJCSgUaNGCAgIQJMmTTBq1CgcOXLEbr+tW7dCp9NV+PXyyy9b9928eTMmTpyIVq1aQa/XIzo6GpMnT8Yff/xh95yFhYVYvHgxBgwYgFtuuQXBwcHo0KEDlixZgtLSUlnev9r4YgbXrl2LBx54ANHR0dDr9bjtttvw9NNPIycnp9y+V69exfz58xETEwO9Xo/GjRvjvvvuw9GjR8vtm5OTg0ceeQShoaEwGAzo27cv0tPTa/ScvsgXM9msWbMK+7pbb721wp/bsWOHdb8///zT7jEpOfdVvpg1KblYvXo1xowZg1tvvRU6nQ59+vSp8HmLi4sxa9YsNGrUCEFBQbjzzjuxadOmcvtdu3YNc+fORXR0NAICAhAdHY1//vOfuH79uhvfpXYwg/Iegy9duoTXXnsNvXr1QmhoKOrWrYuuXbti9erVnnq7ADgj5TFDhw7FkSNHqjxLUBPXrl1DWVlZldOWcp2JmDdvHn755Rd06NABDRs2RGZmJpYtW4Y//vgDu3btQvv27QEAFy9edNoJf/zxx/j+++/x008/4Y477gAAdO7cGZcvX8Z9992HW2+9FadOncKiRYug1+tx4MABREREAACOHDmCdu3aoX///hgwYABMJhM2btyIdevWYdy4cfjwww899r7Vyhcz2LBhQzRq1AjDhw9H06ZNcfjwYbz77ruIjo5Geno6goKCrPuOHDkSX331FR5++GF07NgRFy5cwOLFi1FUVITDhw8jKioKwI3SuD179sTBgwcxc+ZMNGzYEO+88w7OnTuHffv22f0x7Opz+ipfzOQXX3yBgoICu20ZGRmYM2cOHn/8cSxevLjcz5SVlaFTp044ceIEzGYzsrOz0bBhQ+vjUnLuq3wxa1Jy0adPH+zbtw933HEHDhw4gHbt2mHr1q1On/ehhx7CZ599hmnTpuHWW2/F8uXLsXfvXmzZsgU9evSw7vfAAw9gzZo1mDhxIjp37ozdu3fjww8/xMMPP4z//Oc/HnvfasUMynsMXr9+PUaMGIHBgwejb9++qFWrFj7//HNs2bIFL7zwAubOneuZNy3II4YMGSKioqKUboYQQojTp08LACIlJUX2187MzBS1atUSjz76aJX7tmzZUtx6661227Zt2yZKS0vLbQMg/t//+3/WbdnZ2eLIkSPlnnPChAkCgDhx4kQ134F2+WIGt2zZUm7bhx9+KACI999/37rt999/FwDEM888Y7fvjz/+KACIN99807pt9erVAoBYs2aNdVtWVpaoW7eueOihh6r1nL7KFzPpzEsvvSQAiLS0NKePL1myRDRo0EA89dRTAoDIzs62e9zVnPsyX8yalFycPXvWemxt06aN6N27t9Pn3LNnjwAgXnvtNeu2oqIi0aJFCxEfH2/d9tNPPwkA4h//+Ifdzz/99NNCp9OJgwcPVvNdaRczeINcx+BTp06JM2fO2D1fWVmZ6NevnwgICBAFBQU1fXtO8dK+asjPz8e0adPQrFkzBAQEICwsDHfffbd1mrFPnz745ptvkJGRYb00o1mzZgCAkpISvPDCC+jUqRNCQkJgMBjQs2dPbNmyRXI7EhMTrc9rkZOTg8TERISEhKBu3boYP358uSnVrKwshIaGok+fPhA2E5InT56EwWDAAw88YN1WWFiI3377rdylJa4KCwuDXq+v8pKTn376CSdPnsTo0aPttvfq1avcjdB69eqF+vXr49dff7Vua9iwIdq0aVPuef/2t78BgN2+3oAZdM7Z5SnOMmC5k314eLjdvrfccgsA2J01++yzzxAeHo4RI0ZYt4WGhuL+++/Hl19+ieLiYsnP6Y2YSdd98sknaN68Obp161buscuXL2POnDmYN28e6tat6/TnXc25t2LWnJOSi8jISJdudPvZZ5/B398fjzzyiHVbYGAgJk2ahF27duHcuXMAgNTUVADAgw8+aPfzDz74IIQQHr+8Sm7MoHNKHoObN29e7qoPnU6H4cOHo7i4GKdOnaqy/dXBgVQ1PPbYY1iyZAlGjhyJd955B8888wyCgoKsIfl//+//IS4uDg0bNsTHH3+Mjz/+2HqdbF5eHpYuXYo+ffrg1VdfxYsvvojs7GwkJCTgwIEDNWqXEAL33nsvPv74Y4wZMwb//Oc/8fvvv2P8+PF2+4WFhWHJkiXYtm0b3n77bQA3pk4TExMRHByMd955x7rvTz/9hNtvvx2LFi1yuR05OTnIzs7G4cOHMXnyZOTl5aF///6V/szKlSsBoNxAypmCggIUFBTYXepSkczMTABwaV8tYQZd5ywDLVq0QJMmTfDGG2/g66+/xu+//46ffvoJjz32GJo3b273x8D+/fvRsWPHcn90dOnSBYWFhTh+/Ljk5/RGzKRr9u/fj19//RV///vfnT7+j3/8AxEREXj00UclPa+39nXOMGuuq2ku9u/fj1atWpW7oWmXLl0AwPqZWf6YdTxhpNfrAQD79u2r1uurFTPoOrmOwVJe3608Ms/l5UJCQkRSUlKl+1Q0pXv9+nVRXFxst+3KlSsiPDxcTJw4UVI7xo8fb/caX3zxhQAgFi5caPd6PXv2dDql+9BDDwm9Xi+OHz8uXnvtNQFAfPHFF3b7bNmyRQAQycnJLrfrtttuEwAEAGE0GsWcOXPKXZ5n6/r16yI8PFx06dLFpee3XBazefPmSvcrLi4WMTExonnz5uLatWsut18LmEHXTZo0Sfj7+4vjx4/bbd+zZ49o0aKFNasARKdOncQff/xht5/BYHD6uXzzzTcCgNiwYYPk5/RGzKRrnn76aQFA/PLLL+UeO3jwoPD39xcbN24UQgiRnJzs9NI+ZyrKuTdi1lznSi4qu7SvTZs2ol+/fuW2Hz16VAAQ7777rhBCiM8//1wAEB9//LHdfu+++64AINq2bVut9qsVM+g6OY/Bji5duiTCwsJEz549q9V2V9TyzPDMu9WtWxd79uzBhQsX0KhRI0k/6+/vD39/fwA3Rv85OTkoKytD586dnVYBk+Lbb79FrVq1MGXKFLvXe+KJJ6zT7rYWLVqErVu3YtSoUTh+/DjGjh2Le++9124fx2lfV6SkpCAvLw+nTp1CSkoKioqKUFpaWuFlBJs3b8bFixfx/PPPV/nc27dvx9y5c3H//fejX79+le47depU/PLLL/jmm29Qq5Z3RZ0ZdM0nn3yCDz74AM8++2y5Cmn16tVDXFwc7rvvPnTt2hUnT57E/Pnzcd9992HTpk0IDAwEABQVFTldyGv7uNTn9EbMZNXKysqwatUqdOjQAbfffnu5x5988kkMGjQIAwYMkPS8leXcGzFrrnFHLlzt/wYPHoyoqCg888wz0Ov16NSpE/bs2YP/9//+H2rVqmXXT3oDZtA1ch+DbZWVlWH06NHIycmxzrp5hMeGaF5s9erVIjAwUPj5+Yk77rhDJCcni//97392+1S2yHD58uUiNjZW1K5d224k3rx5c0ntcDwTkZCQICIjI8vtd/DgwQoXGa5Zs0YAEOHh4eLKlSuSXt8Vly9fFuHh4eLpp5+ucJ9x48YJf39/kZmZWelz/frrr6J+/foiLi5O5OXlVbrvwoULBQDx0ksvVavdascMVm379u0iMDBQJCQklJuRzMnJEeHh4eL111+3275161YBQLzzzjvWba6eDZPynN6ImayaZSG1Y0aEEGLVqlWidu3a4tixY9ZtrsxIVZZzb8WsVU1KLtwxIyWEEEeOHBExMTHWzzMgIED8+9//FmFhYaJ9+/Y1eTuqwwxWTe5jsKPHH39cABAfffSRG95NxbhGqhruv/9+nDp1Cm+//TYaNWqE1157DW3atMF3331X5c+uWLECiYmJaNGiBT744ANs2LABmzZtQr9+/VBWViZD6+1t3LgRAHDlyhX8/vvvbn/+evXqoV+/ftY1UI6Kioqwbt063HXXXeUWHdo6d+4cBgwYgJCQEHz77bcIDg6ucN/ly5dj1qxZeOyxxzBnzpwavwc1YgYrd/DgQQwbNgxt27bFZ599Vm5G8vPPP8fFixcxbNgwu+29e/eGyWRCWlqaddstt9xS7r5lAKzbLGcjpTynN2Imq7Zy5Ur4+fnhoYceKvfYzJkzcd9996FOnTo4c+YMzpw5Y10gfu7cOVy4cKHcz1SVc2/FrFXOnblwtf8DgDZt2uDIkSM4cuQIUlNTceHCBTz88MP4888/0apVq2q3QY2YwcopcQy2NXfuXLzzzjtYsGABxo4d6463VDGPDtN8xMWLF0Xjxo1F9+7drduGDh3q9EzEvffeK6Kjo0VZWZnd9m7dukkuk+l4JuKRRx4RtWrVEvn5+Xb7/fe//3V6JuK7774TAMSzzz4rGjduLDp27OiRM5rDhw8XQUFBTh9btWpVlWcM/vzzT9G6dWsRFhZW5fX/X3zxhfD39xcjR46sdF2Wt2EG/3Ly5EkREREhWrVqJbKyspzu88orrwgA4tdff7XbXlZWJgwGg3jggQes20aNGiXCw8PL5enhhx8Wer1eXL16VfJz+gJm0t7Vq1dF3bp1nZ7dF0LYnZV29uV4Rt+VnPsKZu0v1clFZTNSzzzzjPD39xe5ubl2219++WUBQJw9e7bS57bMGrz33nsutUWrmMG/KHUMtli0aJEAIKZNm1aj9+EqzkhJVFpaitzcXLttYWFhaNSokbVqDQAYDIZy+wGwXhcrbK433bNnD3bt2lXjtg0ePBjXr1/HkiVL7Nrr7NrQnJwcTJ48GV26dMErr7yCpUuXIj09Ha+88ordflLKXmZlZZXbdubMGWzevBmdO3d2+jOffPIJ9Hq9tTymI7PZjMGDB+P8+fP49ttvK73Oe/v27XjwwQfRq1cv65lfb8QMViwzMxMDBgyAn58fNm7ciNDQUKf7Wc6Orlq1ym77V199BbPZjA4dOli3jRo1ChcvXsTatWut2/7880+sWbMG99xzj/XabSnP6W2Yyap9++23yMnJqbAy6bp168p9WUoQf/TRR3jrrbes+7qac2/ErFXME7kYNWoUSktL7W6oW1xcjJSUFNx5552IjIys8GeLiorwj3/8A7fccovTWVitYgYrpuQxGABWr16NJ598EqNHj8abb75ZZXvdwTeuA3Cj/Px8NGnSBKNGjUL79u1hNBrxww8/YO/evXjjjTes+3Xq1AmrV6/GjBkzcMcdd8BoNOKee+7B0KFDsXbtWvztb3/DkCFDcPr0abz77ruIiYlBQUFBjdp2zz33oHv37njuuedw5swZxMTEYO3atU5/kZ966ilcunQJP/zwA/z9/TFw4EBMnjwZ//znP3Hvvfeiffv2AG6Uvezbty+Sk5Px4osvVvr6sbGx6N+/P+Li4lCvXj2cOHECH3zwAa5du4YFCxaU2//y5cv47rvvMHLkSBiNRqfPOXr0aPz000+YOHEifv31V7v7EBiNRgwfPhwAkJGRgWHDhkGn02HUqFFYs2aN3fO0a9cO7dq1q7T9WsEMVmzgwIE4deoUnn32WezYsQM7duywPhYeHo67777b2s42bdpg3rx5yMjIsC50XbRoEW655RZMmjTJ+nOjRo1C165dMWHCBPzyyy/Wu6qXlpba3SldynN6G2ayaitXrkRAQABGjhzp9HFLX2bLUgp50KBBdqV7Xc25N2LWKiYlF9u3b8f27dsBANnZ2TCbzfjnP/8J4Ma9Gnv16gUAuPPOO3Hfffdh9uzZyMrKQsuWLfHhhx/izJkz+OCDD+xe//7770ejRo0QExODvLw8LFu2DKdOncI333xT6eX4WsMMVkzJY/BPP/2EcePGoUGDBujfv3+5JSXdunVDdHS05M+0SrLMe3mR4uJiMXPmTNG+fXsRHBwsDAaDaN++fbmF5AUFBeLvf/+7qFu3rgBgnXotKysTr7zyioiKihIBAQGiQ4cOYv369eWmZ13h7GcuXbokxo4dK0wmkwgJCRFjx44V+/fvt5vS/fLLLwUA8cYbb9j9bF5enoiKihLt27cXJSUlQghpZS+Tk5NF586dRb169UStWrVEo0aNxIMPPigOHTrkdH9LWdSvvvqqwueMioqq8FIX2/duaWdFX9Ut26lGzGDFKsuA46Urly9fFtOnTxetWrUSAQEBomHDhuLBBx8Up06dKve8ly9fFpMmTRINGjQQer1e9O7dW+zdu9fpfq4+pzdhJiuXm5srAgMDxYgRIyS9l4qKTUjJubdh1iomJReWbLlyvCwqKhLPPPOMiIiIEAEBAeKOO+5wusD/1VdfFa1btxaBgYGiXr16YtiwYWL//v1VtltrmMGKKXkMTklJqfT1nRXacAfdzTdORERERERELvLORSREREREREQexDVSKnT58mWUlJRU+Li/v79PLS4m+TGDpDbMJMmFWSOlMYPawUv7VKhPnz7Ytm1bhY9HRUXhzJkz8jWIfA4zSGrDTJJcmDVSGjOoHRxIqdC+fftw5cqVCh8PCgpC9+7dZWwR+RpmkNSGmSS5MGukNGZQOziQIiIiIiIikohrpACUlZXhwoULCA4Ohk6nU7o5pAJCCOTn56NRo0Yev7Ev80eOmD9SGjNISmL+SGmuZpADKQAXLlyo9O7c5LvOnTuHJk2aePQ1mD+qCPNHSmMGSUnMHymtqgxyIAVY77h97tw5mEwmhVtDapCXl4fIyEhZ7sbO/JEj5o+UxgySkpg/UpqrGfSagdTixYvx2muvITMzE+3bt8fbb7+NLl26uPSzlqlck8nEXyKyI8c0P/NHFWH+SGnMICmJ+SOlVZVBr7gh7+rVqzFjxgwkJycjPT0d7du3R0JCArKyspRuGhEREREReSGvGEi9+eabePjhhzFhwgTExMTg3XffhV6vx7Jly6r9nKKsDOasLJizsiDKytzYWqKqMX+kJOaPlMYMkpKYP3KV5i/tKykpwb59+zB79mzrNj8/P9x1113YtWuX058pLi5GcXGx9fu8vLxy+xT++ScM4eEAAPOpUzCEhbm55T5Mrwd8uDKO5PxdvMj8kduw//MwH+/fXMEMKoTZBMBjMLmX5gdSf/75J0pLSxF+M/AW4eHh+O2335z+zPz58zF37lyXX8MQHV2jNpI90b07dKmpPtuhS80fkTux//MsX+/fXMEMKoPZvIHHYHInr7i0T6rZs2cjNzfX+nXu3LnyO+n12CF/03yCLi0NwmxWuhmKcSl/RB7C/s+zfL1/cwUzqAxm8wYeg8mdND8j1bBhQ/j7++PixYt22y9evIiIiAinPxMQEICAgIBKn1dvMOC5bt2wf+dOt7XV1xkBWP4vFRYWwmA0KtkcxbiSPztm840vch8fvsSF/Z9nGABYyhv5cv/mCmZQXjz22lP1MdiHj01apfmBVJ06ddCpUyds3rwZw4cPB3DjLtWbN2/G1KlTq/28Op0OqTt2oLCw0E0t9XFCoE58PHDkiNIt0Rxe1uJ+vMSlcuz/pDNnZQH8XXUbZtBNeOytMTmPwTw2aY/mB1IAMGPGDIwfPx6dO3dGly5d8K9//QtmsxkTJkyo0fPqdDoYDAY3tdK3iYIC6G525PsBtNLrlW2Q2t28rKWH0u3wUpZLXHQ+fma2Muz/JGKf5nbMYM3x2FtNCh2DdWlpEFlZ6jg2cXbMJV4xkHrggQeQnZ2NF154AZmZmYiLi8OGDRvKFaAg5RQWFsJyOEyKjUUaD46V4mUt7qcDkA6g1c3veYkLuY0QCBwwQOlWEJXDY2/1yH0Mtr00WFfBshS5cXbMNV4xkAKAqVOn1uhSPpLP95s2yXK3ci3jZS3uJwoKYLx5gOKZWXInYTbD/9AhAMwWqRePva6T+xhsLijAjogIVV2Fwis3XOM1AynSDnbkruFlLW4kxI01LDfxzCy5E8/6kxbw2CuNnMdgvV6PESq5CoXFSaThQIqIvJsQED16wGBzgOKZWfIUZouIpFLNVSgsTiIZB1JE5L2EuLFw12YQtQNAB84YkIdwEEWqJYTSLaBKqOEqFJGfz+IkEvnkDXmJyAfcnImyXbgbBuC5bt2g50CKiHxM4IABHExRxYRAWY+/VmklxcbyWOkCzkgRkVcSZnO5magjmZkIDQvjrAER+Qa9HvsBdADgf+gQiwdQhRyL5nyflsZjpQs4I0WyEGVlSjeBfIgoK8OfGRnW7y0zURxEEZEv0RsMSGrb1vq94mtwSJUcj5lJsbEsMuEizkiRx4myMvweHY3WSjeEfIIoK8PhunXRLj/fuu3IqVMIbdaMgygi8i1CYNnJk0q3glTM2TGTRXNcxxkp8rjC7Gy0LioCAPwWFAR9w4YKt4i8khCA2YzCjAy7A8Kh4GCERkXxoECew3UnpFKFf/6J1levAuDxl5wQwukx0xAaqmCjtIUDKfIsIW4scL2pyalT0PkxduRmNwtLwGiEITraujn7yBHE5uQwc+Q5Dn0ckVrx+Et2LLcG4TGzRvhJkefcLD1tu3iRi1zJ7ZyUOAduFJfQR0XxgEAeJQoK7Po4sFwwqYnNbCn7QrIlCgrKFWTiMVM6flrkGU5KT7OUJrldBSXODWCZc5IBywWTmnG2lCri0Hfx1iDVx2IT5BHOSk+zlCa5W0Ulzg1GI/R6PfNGHsVywaRmjvnkzVXJwjEbvDVI9XFGitxPCBRmZ1u/tZzpYClNcqsKchYaFgaDwcADAnlcodls/TfLBZPaOOaTsw1k4ZgNDqKqjzNS5F6WxYs2swQsPU1ux5yR0hwum2K5YFIV5pMqwmy4FWekyH2cLPrfAcAQGspfUnIf5oxUwLHIhI5n+0ktnBV6Yj7pJvZd7sWBFLlHBYv+uXiR3Io5IzVgkQlSKxZ6osqw73K7Gl3aV1xcjICAAHe1hTSsokX/vO6W3Ik5IzVgkQlSKxZ6osqw73I/STNS3333HcaPH4/o6GjUrl0ber0eJpMJvXv3xssvv4wLFy54qp2kVkIAZnOFi/75C0puU0lxCeaM5MQiE6RKLPRElXHIB/su93BpILVu3Tq0atUKEydORK1atTBr1iysXbsWGzduxNKlS9G7d2/88MMPiI6OxmOPPYZsm/9R5MVuXkIAo9HuzthHTp1C6o4d/OOW3MfJHdiZM1IEF2qTGrGPpMo4yQf7Lvdw6dK+hQsX4q233sKgQYPg5+SOx/fffz8A4Pz583j77bexYsUKTJ8+3b0tJXVxsuAfuHEZQQcu+id3EQIoLHR6B3bmjGTnZBF/K64vIKVVUICHfSRZOD2Gsu9yC5cGUrt27XLpyRo3bowFCxbUqEGkAZbFrDa/lGEAzAA6dOuGVP5ykjvY5Mz2T4EwAK2YM5Kbk34vKTYWacwhKamC4zH7SLK6WWDC/+a3zId78T5SJE0FZ76OZGbCYDRCr9fzDBjVXCUzniwuQUpwdkaXC7VJac5yyT6SbDmWO2c+3EvyQEoIgc8++wxbtmxBVlYWysrK7B5fu3at2xpHKlPZmS/+UpK7VDXjyayR3Co6o8uF2qSkinLJPpIsHDKSFBuLNObDrSQPpKZNm4b33nsPffv2RXh4OP9n+BCWniY5VJQzzniSUhxLBrPfIzVgLqkqLHfueZIHUh9//DHWrl2LwYMHe6I9pGKFZjMsV9TyzBe53c3CEoXZ2cwZqYpt38czuqQKN0tZM5dUmcLCQvuMcBbd7SQPpEJCQhBtUz6RfIRDyd8jp04htFkzdtrkHjaX89kuf2XOSHEsd05qYyllbTNzz1xSVZgRz5B0Q14AePHFFzF37lwUFRV5oj2kUo6LFQ0sq0ruUklhCeaMlObY9+lY6YoU5qzABHNJTglh/SePpZ4heUbq/vvvx6effoqwsDA0a9YMtWvXtns8PT3dbY0jlXC2WJGdNrkDS+mTmrHvI7VhKWtylcNsOnmG5IHU+PHjsW/fPowZM4bFJnwEFyuSp7CwBKkZ+z5SGxaYIFc5ZqWVXq9sg7yU5IHUN998g40bN6JHjx6eaA+pULmF1lysSO7gsFiahSVIbbhQm1SFBSZIgnL9F2ctPULyGqnIyEiYTCZPtIXUiAutyRMsi6VtCtccOXUKqTt2MF+kSuz7SFFO+kxmklzFrHiO5IHUG2+8gWeffRZnzpzxQHNIbRynhrmgldzB2WJpFpYg1eFCbVIJFpigmmD/5TmSL+0bM2YMCgsL0aJFC+j1+nLFJi5fvuy2xpHyODVMbsfF0qQFXKhNasE+k0i1JA+k3nrrLY5sfYnNGVlODZM7cLE0aQEXapNaOJbgZ59JpB6SB1KJiYkVPsZ7S3kZhzOy7LTJHcrNcvIPAlIhzsaTKjgrwc8+k0g1JK+RevLJJ51uN5vNGDx4cI0bROrheEYWPCNLbsZZTtIC5pSUwhL8ROomeSD1zTffIDk5NxdRKgAAI0hJREFU2W6b2WzGwIEDcf36dbc1jJRXWFho/fczbdpAz4EUuRn/HCAtYE5JKbbH4amxsTCwBD9Vh9l848tmuQa5h+SB1Pfff4/3338f//rXvwAA+fn5uPvuu6HT6bBhwwZJzzV//nzccccdCA4ORlhYGIYPH45jx47Z7XP16lUkJSWhQYMGMBqNGDlyJC5evGi3z9mzZzFkyBDo9XqEhYVh5syZHNS52eajR4FevfhLSG4VOGAAM0Wqx5ySGmzX6Tiop2oxREcDRiNEz57sy9xM8kCqRYsW2LBhA1566SX83//9HwYMGIA6dergu+++g0HiNeTbtm1DUlISdu/ejU2bNuHatWsYMGAAzGazdZ/p06fj66+/xpo1a7Bt2zZcuHABI0aMsD5eWlqKIUOGoKSkBDt37sSHH36I5cuX44UXXpD61siRXo8dNt/q0tIgCgoUaw55Cb3+xqWiAPwPHYLIymLHTurDnJIaOOaQx2BylcPfcMDNv+Oysjg75U6imnbu3CkMBoPo16+fKCwsrO7T2MnKyhIAxLZt24QQQuTk5IjatWuLNWvWWPf59ddfBQCxa9cuIYQQ3377rfDz8xOZmZnWfZYsWSJMJpMoLi526XVzc3MFAJGbm+uW9+EtysrKRPdu3UTojV83IQBxvV07IcrKlG6ax8mZCV/LX1lZmYiPjbVmSgCirHt3n8iVq5g/5fl6TplBdXDMIY/B2n4tOVn+htMDdn/H+WJ/Vh2u5sKlqn0dOnRwurgxICAAFy5cQPfu3a3b0tPTqz2oy83NBQDUr18fALBv3z5cu3YNd911l3Wf1q1bo2nTpti1axe6du2KXbt2ITY2FuHh4dZ9EhISMGXKFBw9ehQdOnQo9zrFxcUoLi62fp+Xl1ftNnsznU6H1B07kJ2Vhf0REeiAm2fEzGboeJ12tfl6/nQ6Hb5PS8MOkwk9LNvS0pgrmfh6/lzFnHoOM+g6Sw73m0w8BruJr+TP8jdcYWEhzAUF2BERYe3LAPZn7uLSQGr48OEebgZQVlaGadOmoXv37mjbti0AIDMzE3Xq1EHdunXt9g0PD0dmZqZ1H9tBlOVxy2POzJ8/H3PnznXzO/BOOp0OoWFhGB4bi52HDwMACs1mLnitAeYPMBiNeK5bNxzfuRNZN7cVZmfDoNPdqA7JqlQew/y5zmlO2f/VGDMojcFoRBKPwW7jS/nT6XQwGAzQ6/UY0a0b9u/cCQPA464b6YRQx0WSU6ZMwXfffYcdO3agSZMmAIBPPvkEEyZMsDtzAABdunRB37598eqrr+KRRx5BRkYGNm7caH28sLAQBoMB3377LQYNGlTutZydjYiMjERubi5MJpOH3qG2FVy8CGNEBACgtF07+B844NW/dHl5eQgJCfFIJpi/G4QQyD5zBmHR0fbbu3eHLjXVq/NVFeZPPRxz6gv9H8AMqg2Pwe7jq/kTQtyYncrK4nHXBa5m0KUZKSGER+9bMHXqVKxfvx7bt2+3DqIAICIiAiUlJcjJybGblbp48SIibnYoERER+Omnn+yez1LVz7KPo4CAAAQEBLj5XXg3ncGA/cBflxYUFEAXHKx0szSJ+btBp9PBEBqKHUD5yw2ysqALC2On7gHMnzSWnNr1f8xnjTCD0vEY7D6+mj/L7BQqO+4ajZydksilqn1t2rTBqlWrUFJSUul+J06cwJQpU7BgwQKXXlwIgalTp2LdunX48ccf0bx5c7vHO3XqhNq1a2Pz5s3WbceOHcPZs2cRHx8PAIiPj8fhw4eRlZVl3WfTpk0wmUyIiYlxqR1UNb3BgKTYWOv3ZT16sOIL1ZjeYMBz3brBACDMZrsuIoJlWkk1HPs/5pPkxmMwuUtlx12WSJfOpUv7Nm/ejFmzZuHUqVO4++670blzZzRq1AiBgYG4cuUKfvnlF+zYsQNHjx7F1KlT8fzzzyMkJKTKF3/88cfxySef4Msvv8Rtt91m3R4SEoKgoCAANy75+/bbb7F8+XKYTCY88cQTAICdO3cCuFH+PC4uDo0aNcLChQuRmZmJsWPHYvLkyXjllVdc+hA8OYXsTQry83Hi5oJXABD5+V67SFHOTPh6/qyXGxQU4LjDYlhvzlhlmD/1KcjPxwGbwhOAd+eTGVQfHoO1/1pqUdlxF/DubLnKrZf29e/fHz///DN27NiB1atXY+XKlcjIyEBRUREaNmyIDh06YNy4cRg9ejTq1avnciOXLFkCAOjTp4/d9pSUFCQmJgIA3nrrLfj5+WHkyJEoLi5GQkIC3nnnHeu+/v7+WL9+PaZMmYL4+HgYDAaMHz8e8+bNc7kd5BoueCVPcFwM67QABcDLDUhRLDxBSit3DM7OvnGpFvtFkohFKNxHNcUmlOSLZyOqy1cWvPJsmDIqKkAB+NZiWOZPnXyp8AQzqE62x2DAe/tF5k8+LELhnKu5cGmNFJGFZcErwLusk/vZFqAo9xjvyE4Ksy08AfxVeIJ5JLnoDAa7/lGXlsbjMNWIZXbK2bGXx92qcSBFknDBK3ma7UJYLoYltWHhCVKSpX+07Rd5HCZ3YBGK6uFAiiSx3mX95veclSJ3s9yNPaugAFkFBTiSmcmzZKQalj6QswKkBEv/eCQzkzOj5Fa2x95Kj7vMmR0OpEgyy4JXC54NI3ezXmpgMCA0LIxnyUhVLIUnOCtAStDpdAgNC+PMKLmd5dhb2XGXObPHgRRJ5nRWymxWtE3kvVw6S8b8kYwqnBVgDkkmFc6MMoPkBpUdd5kze9UaSJWVleH48ePYsWMHtm/fbvdFvsFxVqqQv1TkQVWdJSvMzuZlfiQrZ7MChdnZzCDJxtnMKI/F5C6Ox10ec51z6T5Stnbv3o2///3vyMjIgGPldJ1Oh9LSUrc1jtRLp9Ph+02bgJtlWAMHDAC8tAwwqYflLJmlVCtulmo13PyvL5dqJfk59oOG6GhmkGRj6Q+zz5yx9oU8FpO7OcsZj7l/kTwj9dhjj6Fz5844cuQILl++jCtXrli/Ll++7Ik2kkqxFDopweVSrTxbRjJgOWpSEkvykxwqujUJC1BUYyB14sQJvPLKK7j99ttRt25dhISE2H2R72ApdFJSVaVaWYiC5MBy1KQ0luQnOVR2zPXlvEkeSN155504efKkJ9pCGsOiE6SkqopQAFwUS57HwhOkNBaeIDmwAIVzLq2ROnTokPXfTzzxBJ5++mlkZmYiNjYWtWvXttu3Xbt27m0hqZql6MTOw4cB3FiAaDAYfPp6WZKP5TI/vV6PEd26Yf/OnQBu3Mg36+Y+hdnZMOh0gF7PXJJHWApPDGdfSAqxFJ44vnPnX32f2QyD0ahou8i7OB5z7fLmo8dalwZScXFx0Ol0dsUlJk6caP235TEWm/A9XGxNamBbhAIAC1GQ7NgXkpJYeILkxAIUf3FpIHX69GlPt4M0zLLYuofl+5uLD3VhYT7zi0TKs5wpAwDcXBTbw/ZxSy6NRp87Y0bycNoXFhRAFxysZLPIR9gWnuiAvwpP8FhMnmBbgMLpsdZHcufSGqmoqCjrV0ZGBho3bmy3LSoqCo0bN0ZGRoan20sq5Gyxta8vPiRlVVWIgtkkT2DhCVIaC0+QnFiAohrFJvr27eu0zHlubi769u3rlkaRttguti63+NDHy2KSMqoqRGFXJp35JDepsPAE+0GSSYWFJ1iSnzygygIUPtD3SR5IWdZCObp06dJfl9WQz7EstubMFKmF413ZOTtFcrD0hZwVIKVYCk9wZpTk4His9bW/AV1aIwUAI0aMAHDjA0tMTERAQID1sdLSUhw6dAjdunVzfwtJM6yLD7OysCMiwn6dgNl8Y20KkcxsC1GYCwrssgkwn+R+1lkBk4n9IMnO9li8PyLir/VSzB95kK/+DejyjJTlhrtCCAQHB9vdhDciIgKPPPIIVqxY4cm2kgZUNDNlqaZGpISqZqeYT3I3Z7MCzBnJxdnMKPNHnuaLfwO6PCOVkpICAGjWrBmeeeYZXsZHFbI9K2G4WQr4tBDQV3BZKJFcHGenbPMJsxl6vZ4ZJbdw1g9eDApSuFXkSywzowaTCQCPwyQPX/sbUPIaqeTkZBgMBmRlZSE1NRWpqanIysqq+gfJp+h0OhiMRhQCKAQQHhGBnj172t2LjEgJltkpx3wajUZmlNzKsR/s2asX80Wy0vn58ThMsvOlvwElD6Ty8/MxduxYNG7cGL1790bv3r3RuHFjjBkzBrm5uZ5oI2mUXq9H9+7drd+npaUhOzvbK3+RSHsc8wkwo+R+er0ecXFxAIADBw4wXyQrZ8dhs9msYIvIV/jK34CSB1KTJ0/Gnj17sH79euTk5CAnJwfr16/Hzz//jEcffdQTbSSN0ul0SE1NxcWLF63bwsPDvfasBGmLJZ8FBQXMKHmMJWcWzBfJydlxmPkjOfjK34CSB1Lr16/HsmXLkJCQAJPJBJPJhISEBLz//vv4+uuvPdFG0jCdTofQ0NByZyW8eeEhaYe1CAUzSh5kMBiYL1KM5ThsOzPK/JEcfOFvQMkDqQYNGiAkJKTc9pCQENSrV88tjSLv4uyshDedjSDtY0bJk5gvUprjzCjzR3Jx1v95E8kDqTlz5mDGjBnIzMy0bsvMzMTMmTPxj3/8w62NI+9hOfNv4W1Tu6R9zCh5EvNFSrOtmMb8kZwc+z9vInkgtWTJEuzevRtNmzZFy5Yt0bJlSzRt2hQ7d+7Ee++9h44dO1q/iGw5Lrr2pqld8g7MKHmSY7646J/kxPyRWnjTIN7l+0hZDB8+3APNIF9gmd4NDg5WuilETjGj5EmO+erZsyfS09O98t4qpD7MH6mFN2VP8kAqOTnZE+0gH2H7S+NNZyTIezCj5EkGgwFxcXE4cOCAddbTWy95IfVxzJ/ZbIbRaFS6WeQDLDOi3pY9yZf2AUBOTg6WLl2K2bNn4/LlywCA9PR0nD9/3q2NI+/Ga7RJ7ZhRcjfHRf9EcnLMH/s4kou3Zk/yQOrQoUNo1aoVXn31Vbz++uvIyckBAKxduxazZ892d/vIy3ANCqkdM0qe5g2Xs5B2WWalAPZxJC9vzJ7kgdSMGTOQmJiIEydOIDAw0Lp98ODB2L59u1sbR96HJVhJ7ThjQHJiH0hyYx9HSvHGvwElD6T27t2LRx99tNz2xo0b25VEJ6oIS7CS2nHGgOTCPpCUwD6OlOJtfwNKHkgFBAQgLy+v3Pbjx48jNDTULY0i78ZLp0hLtN7Jk/qwDDWpCfs4kpO39X+SB1LDhg3DvHnzcO3aNQA3RpZnz57FrFmzMHLkSLc3kLwPLysgLfGGM2akLt666Jq0ifkjOXlb/yd5IPXGG2+goKAAYWFhKCoqQu/evdGyZUsEBwfj5Zdf9kQbyQvxsgJSM86akqd546Jr0g72caQkb+r/JN9HKiQkBJs2bcKOHTtw6NAhFBQUoGPHjrjrrrs80T4iItnxxrzkaY4Z0/IZWdIe5o+U5E35kzyQsujRowd69OjhzrYQEakGZ03J0xwXXaenpzN3JBvmj5TkLfmTdGlfWVkZli1bhqFDh6Jt27aIjY3FsGHD8NFHH2l6NEnKYnaIyBfx8ipSkrct+idt8Zb8uTyQEkJg2LBhmDx5Ms6fP4/Y2Fi0adMGGRkZSExMxN/+9rcaNWTBggXQ6XSYNm2addvVq1eRlJSEBg0awGg0YuTIkbh48aLdz509exZDhgyBXq9HWFgYZs6cievXr9eoLSQvrS80JCKqDhbeISV526J/0hZvyZ/LA6nly5dj+/bt2Lx5M/bv349PP/0Uq1atwsGDB/HDDz/gxx9/xEcffVStRuzduxfvvfce2rVrZ7d9+vTp+Prrr7FmzRps27YNFy5cwIgRI6yPl5aWYsiQISgpKcHOnTvx4YcfYvny5XjhhReq1Q6SD8/EEhHxElJSljct+ift8Yb8uTyQ+vTTT/H888+jb9++5R7r168fnnvuOaxcuVJyAwoKCjB69Gi8//77qFevnnV7bm4uPvjgA7z55pvo168fOnXqhJSUFOzcuRO7d+8GAHz//ff45ZdfsGLFCsTFxWHQoEF46aWXsHjxYpSUlEhuC8nH8UyE2Wx26UuLZytI+5hPkgPzQ3LjrCgpyTF/WuwDXR5IHTp0CAMHDqzw8UGDBuHgwYOSG5CUlIQhQ4aUq/q3b98+XLt2zW5769at0bRpU+zatQsAsGvXLsTGxiI8PNy6T0JCAvLy8nD06NEKX7O4uBh5eXl2XyQ/2zOx4eHhMBqNVX5pderXFvOnPd6UT+ZPvbSQH3dgBtXF12ZFmT91cSw6obU+0OWB1OXLl+0GLI7Cw8Nx5coVSS++atUqpKenY/78+eUey8zMRJ06dVC3bt1yr5OZmWndx7FNlu8t+zgzf/58hISEWL8iIyMltZvcQ6/Xo3v37pJ+Ji0tDdnZ2Zr7RbPF/GlDdfOp9gWzzJ+6OF7mnJ2d7fIMqFZnQZlB9ZKSPeaP3KGmfaDSOXR5IFVaWopatSqulu7v7y+pyMO5c+fw1FNPYeXKlQgMDHT559xh9uzZyM3NtX6dO3dO1tenGyxTugUFBVV+2RYZCQ8P1+RZCwvmTxuqm0+1Z5P5UxfHS1tcnf3U0iyoI2ZQvZg/kltN+0Clc+jyfaSEEEhMTERAQIDTx4uLiyW98L59+5CVlYWOHTtat5WWlmL79u1YtGgRNm7ciJKSEuTk5NjNSl28eBEREREAgIiICPz00092z2v5g8ayjzMBAQEVvg+Sl06ng8FgqHI/y+xAWloagL9mpkJDQzV3WQLzpx1S8hkXF4cDBw5Yy7gajUYZWigd86c+BoPBrn+TQot9ITOoLo7HVymYP3KHmvSBgLI5dHkgNX78+Cr3GTdunMsv3L9/fxw+fNhu24QJE9C6dWvMmjULkZGRqF27NjZv3oyRI0cCAI4dO4azZ88iPj4eABAfH4+XX34ZWVlZCAsLAwBs2rQJJpMJMTExLreF1M9yxiI7O9t6+WZ4eDi6d++O1NRUzXTg5J0c79Ku5ZsLkvws+ZFSscpsNrMvJLdg/khp1ckgoI4cujyQSklJcesLBwcHo23btnbbDAYDGjRoYN0+adIkzJgxA/Xr14fJZMITTzyB+Ph4dO3aFQAwYMAAxMTEYOzYsVi4cCEyMzMxZ84cJCUl8WyDF9LpdAgNDS03M1VYWOjSrAGRJ1nKuFpmpZhLksLV2U8LZ7P0zBxVF/NHSpOaQUAdOXR5jZQS3nrrLQwdOhQjR45Er169EBERgbVr11of9/f3x/r16+Hv74/4+HiMGTMG48aNw7x58xRsNXmS5ayF7ZoUpRcaEgHeUcaVtIN9ISmJ+SM1UEMOXZ6RksPWrVvtvg8MDMTixYuxePHiCn8mKioK3377rYdbRmrieNaClxWQWjiWceXlfeRJ7AtJScwfqYHSOVT1jBRRRRxLU3tDWXTSPscyrmovhU7ax76QlMT8kRoomUMOpEiTnE3nar0sOmmf4+V9zCN5GvtCUhLzR2qgZA45kCLNsi0+YWFZaEikFEvRCQDWohNEnsS+kJTE/JEaKJVDDqRI09Sw0JDIluOsFPNIcnDWFzJ3JBcei0kNlMghB1Kkec4WGvKyAlKS7QJX5pHk4tgXMnckJx6LSQ3kziEHUuQVuOCV1MRZHll4guTgWPCE/SDJicdiUgM5j8EcSJFX4IJXUhNneWQWSQ6Ol5ayHyQ58VhMaiDnMZgDKfIaFS00zM7O5rXaJDtLHjk7QHIzGAycFSDFVHQs5qw8yUmuYzAHUuRVKjobZjQaeUaMZMfZAVICZwVIaZyVJzWQ4xjMgRR5HWdnwwCWYyVlOJsdYA7J01iSmpTmbEaA+SO5efoYzIEUeSXLWYiCggKWYyVFsSw1KYUlqUlpvB0EKc3T/SAHUuS1LCUwWY6VlMay1KQUlqQmpfF2EKQ0T/aDHEiR12M5VlIDlqUmpbAPJCUxf6QGniqJzoEUeT0uvCY1YOEJUgr7QFIS80dq4KkCKBxIkU/gwmtSAxaeIKWwDyQlMX+kBp4ogMKBFPmMihYccvEryYWL/0lJ7ANJScwfqYG7C6BwIEU+xdmCQ6PRyLNiJBtnGWT+SC7sA0lJzB+pgWMBlJrkjwMp8jmOCw6J5MYMkpKYP1IS80dKc2cGa7nlWYg0xDKta3sGQq/XK9gi8jWOGWT+SE7sA0lJzB8pzZ3HYA6kyCc5Xl5AJDdmkJTE/JGSmD9SmrsyyEv7iIiIiIiIJOJAioiIiIiISCJe2gdYyx7m5eUp3BJSC0sW5CjJyvyRI+aPlMYMkpKYP1KaqxnkQApAfn4+ACAyMlLhlpDa5OfnIyQkxOOvATB/VB7zR0pjBklJzB8praoM6gTvgoaysjJcuHABwcHBdrXl1SwvLw+RkZE4d+4cTCaT0s1RlCc+CyEE8vPz0ahRI/j5efYKWC3mzxlfzqS73zvzVzVfzpszzKBymMUb3Pk5+Gr+mCXXefqzcjWDnJEC4OfnhyZNmijdjGoxmUz8ZbvJ3Z+Fp8+CWWg5f874cibd+d6ZP9f4ct6cYQaVwyze4K7PwZfzxyy5zpOflSsZZLEJIiIiIiIiiTiQIiIiIiIikogDKY0KCAhAcnIyAgIClG6K4vhZqIMv/3/w5feuFH7m9vh5KIef/Q38HGqOn6Hr1PJZsdgEERERERGRRJyRIiIiIiIikogDKSIiIiIiIok4kCIiIiIiIpKIAykiIiIiIiKJOJDSsAULFkCn02HatGlKN0URL774InQ6nd1X69atlW6WT/O1TDKDyvK1vDli/tTFF/PIDLqfL+ZICrVlrpZir0w1snfvXrz33nto166d0k1RVJs2bfDDDz9Yv69Vi5FWiq9mkhlUhq/mzRHzpw6+nEdm0H18OUdSqClznJHSoIKCAowePRrvv/8+6tWrp3RzFFWrVi1ERERYvxo2bKh0k3ySL2eSGZSfL+fNEfOnPF/PIzPoHr6eIynUlDkOpDQoKSkJQ4YMwV133aV0UxR34sQJNGrUCNHR0Rg9ejTOnj2rdJN8ki9nkhmUny/nzRHzpzxfzyMz6B6+niMp1JQ5zr9qzKpVq5Ceno69e/cq3RTF3XnnnVi+fDluu+02/PHHH5g7dy569uyJI0eOIDg4WOnm+QxfziQzKD9fzpsj5k95vp5HZtA9fD1HUqgtcxxIaci5c+fw1FNPYdOmTQgMDFS6OYobNGiQ9d/t2rXDnXfeiaioKPz3v//FpEmTFGyZ7/D1TDKD8vL1vDli/pTFPDKD7sAcSaO2zHEgpSH79u1DVlYWOnbsaN1WWlqK7du3Y9GiRSguLoa/v7+CLVRW3bp10apVK5w8eVLppvgMZtIeM+hZzFvlmD95MY/lMYPSMUc1o3TmOJDSkP79++Pw4cN22yZMmIDWrVtj1qxZPv+LVlBQgP/9738YO3as0k3xGcykPWbQs5i3yjF/8mIey2MGpWOOakbpzHEgpSHBwcFo27at3TaDwYAGDRqU2+4LnnnmGdxzzz2IiorChQsXkJycDH9/fzz00ENKN81n+HommUF5+XreHDF/ymIemUF3YI6kUVvmOJAizfr999/x0EMP4dKlSwgNDUWPHj2we/duhIaGKt008hHMICmJ+SOlMYMkN7VlTieEEIq8MhERERERkUbxPlJEREREREQScSBFREREREQkEQdSREREREREEnEgRUREREREJBEHUkRERERERBJxIEVERERERCQRB1JEREREREQScSBFREREREQkEQdSPuTSpUsICwvDmTNnAABbt26FTqdDTk6Oou3q2rUrPv/8c0XbQJ7H/JGSmD9SGjNISmL+PIMDKZW55557MHDgQKePpaamQqfT4dChQ9V67pdffhn33nsvmjVrVoMWum7u3LkYM2ZMlfvNmTMHzz33HMrKymRoFVWG+SMlMX+kNGaQlMT8aZAgVVm3bp3w8/MT586dK/fYhAkTROfOnav1vGazWZhMJrFr1y7rti1btggA4sqVK9VtbqU6dOggVq9eXeV+169fF+Hh4WL9+vUeaQe5jvkjJTF/pDRmkJTE/GkPZ6RUZujQoQgNDcXy5cvtthcUFGDNmjWYNGkSAODKlSsYPXo0QkNDERQUhFtvvRUpKSkVPu+3336LgIAAdO3atcJ9CgsLMWjQIHTv3h05OTk4c+YMdDod/vvf/6Jnz54ICgrCHXfcgePHj2Pv3r3o3LkzjEYjBg0ahOzsbLvnOnfuHI4ePYqBAwdCCIEXX3wRTZs2RUBAABo1aoQnn3zSuq+/vz8GDx6MVatWVeMTI3di/khJzB8pjRkkJTF/GqToMI6cmjlzpmjRooUoKyuzblu2bJkICgoSOTk5QgghkpKSRFxcnNi7d684ffq02LRpk/jqq68qfM4nn3xSDBw40G6b7dmIK1euiG7duokBAwYIs9kshBDi9OnTAoBo3bq12LBhg/jll19E165dRadOnUSfPn3Ejh07RHp6umjZsqV47LHH7J570aJFYsCAAUIIIdasWSNMJpP49ttvRUZGhtizZ4/4z3/+Y7f/kiVLRFRUVLU/M3If5o+UxPyR0phBUhLzpy0cSKnQr7/+KgCILVu2WLf17NlTjBkzxvr9PffcIyZMmODyc957771i4sSJdtssv0S//vqraNeunRg5cqQoLi62Pm75JVq6dKl126effioAiM2bN1u3zZ8/X9x22212z3333XeLRYsWCSGEeOONN0SrVq1ESUlJhe378ssvhZ+fnygtLXX5PZFnMH+kJOaPlMYMkpKYP23hpX0q1Lp1a3Tr1g3Lli0DAJw8eRKpqanWKV0AmDJlClatWoW4uDg8++yz2LlzZ6XPWVRUhMDAQKeP3X333WjZsiVWr16NOnXqlHu8Xbt21n+Hh4cDAGJjY+22ZWVlWb/Py8vDtm3bMGzYMADAfffdh6KiIkRHR+Phhx/GunXrcP36dbvXCAoKQllZGYqLiyt9H+R5zB8pifkjpTGDpCTmT1s4kFKpSZMm4fPPP0d+fj5SUlLQokUL9O7d2/r4oEGDkJGRgenTp+PChQvo378/nnnmmQqfr2HDhrhy5YrTx4YMGYLt27fjl19+cfp47dq1rf/W6XROt9lWW/nuu+8QExODyMhIAEBkZCSOHTuGd955B0FBQXj88cfRq1cvXLt2zfozly9fhsFgQFBQUGUfC8mE+SMlMX+kNGaQlMT8aYjSU2LkXH5+vjAajeLdd98VTZo0ES+//HKl+7/77rsiODi4wsdfe+010b59e7ttttfHPv300yI0NFQcPXrU+rhlWnf//v1Of8YiJSVFhISEWL9/6KGHRHJycoVt+e233wQAsW/fPuu2OXPmiB49elT6Hkk+zB8pifkjpTGDpCTmTztqyTtsI1cZjUY88MADmD17NvLy8pCYmGj3+AsvvIBOnTqhTZs2KC4uxvr163H77bdX+HwJCQmYPXs2rly5gnr16pV7/PXXX0dpaSn69euHrVu3onXr1tVq9/Xr1/Hdd9/ZnRlZvnw5SktLceedd0Kv12PFihUICgpCVFSUdZ/U1FQMGDCgWq9J7sf8kZKYP1IaM0hKYv60g5f2qdikSZNw5coVJCQkoFGjRnaP1alTB7Nnz0a7du3Qq1cv+Pv7V1o6MjY2Fh07dsR///vfCvd56623cP/996Nfv344fvx4tdq8bds2GI1GdOzY0bqtbt26eP/999G9e3e0a9cOP/zwA77++ms0aNAAAHD+/Hns3LkTEyZMqNZrkmcwf6Qk5o+UxgySkpg/bdAJIYTSjSB5fPPNN5g5cyaOHDkCPz/PjKGffPJJXL9+He+8847LPzNr1ixcuXIF//nPfzzSJlIH5o+UxPyR0phBUhLz5xm8tM+HDBkyBCdOnMD58+etiwDdrW3btoiPj5f0M2FhYZgxY4ZH2kPqwfyRkpg/UhozSEpi/jyDM1JEREREREQScY0UERERERGRRBxIERERERERScSBFBERERERkUQcSBEREREREUnEgRQREREREZFEHEgRERERERFJxIEUERERERGRRBxIERERERERScSBFBERERERkUT/HxdIl+mQfiQCAAAAAElFTkSuQmCC", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs[sta_idx,:],depth,c='k')\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "afcdad14a7da4a1f9cd40f405828978b", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/4131 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 3: Dispersion Curve Forward Modeling" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "781190e622cd4fc7a7fa605c02b5524d", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/4131 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vel_models.shape[0])\n", - "\n", - " # velocity profile\n", - " axs[i,j*2].step(vel_models[sta_idx][:,2],vel_models[sta_idx][:,0],c='k')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,1],s=2,c='r')\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,2],s=2,c='b')\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [], - "source": [ - "phase_mask = np.sum(disp_data[:,:,1] == 0,axis=1)==0\n", - "group_mask = np.sum(disp_data[:,:,2] == 0,axis=1)==0\n", - "mask = phase_mask*group_mask\n", - "\n", - "loc = np.hstack((LON.reshape(-1,1),LAT.reshape(-1,1)))[mask,:]\n", - "vel_models = vel_models[mask,:,:]\n", - "disp_data = disp_data[mask,:,:]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "save_base_path = \"../../../Datasets/OpenSWI-deep/1s-100s-Base\"\n", - "# Save processed data as compressed npz files\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_Australasia_loc.npz\"),\n", - " data=loc.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_Australasia_model.npz\"),\n", - " data=vel_models.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"CSEM_Australasia_disp.npz\"),\n", - " data=disp_data.astype(np.float32))" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(array([68., 32., 29., 25., 25., 21., 27., 25., 21., 27.]),\n", - " array([ 1. , 10.9, 20.8, 30.7, 40.6, 50.5, 60.4, 70.3, 80.2,\n", - " 90.1, 100. ]),\n", - " )" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.hist(disp_data[0,:,0])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-deep/1s-100s-Base/11_USTCLitho1.ipynb b/Datasets-Construction/OpenSWI-deep/1s-100s-Base/11_USTCLitho1.ipynb deleted file mode 100644 index c6ecc8e5d5665a5c00b12897f5f10c0012def5a2..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-deep/1s-100s-Base/11_USTCLitho1.ipynb +++ /dev/null @@ -1,530 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# USTC LITHO1.0\n", - "Description:\n", - "- To determine high‐resolution vp and vs models of the lithosphere of continental China, we assembled numerous high‐quality arrival‐time data from 11,953 earthquakes recorded by the China Digital Seismic Network. Double‐difference (DD) seismic tomography is applied to simultaneously determine earthquake locations and vp and vs models. Two inversion grids with grid intervals of 1° and 0.5° are sequentially used. The inverted velocity models with the coarser grid are used as the initial models for the finer grid. For the inversion with the coarser grid, the 3D vs model from ambient noise tomography and the converted vp model based on an empirical relationship between vp and vs are used as the initial models. The checkerboard resolution test shows that with the current data configuration both vp and vs models down to 150 km have a spatial resolution of 1° in the horizontal direction in most of continental China and up to 0.5° in eastern China. The inverted velocity models are further validated by arrival times from active sources and surface‐wave data. The vp model is also consistent with that along the deep seismic sounding (DSS) profile. High‐resolution vp and vs models of crust and upper mantle down to 150 km provide important constraints on tectonics beneath continental China. We name the inverted velocity models as USTClitho1.0 (Unified Seismic Tomography models for continental China lithosphere) for easy reference. Overall, our tomographic images in the shallow crust correlate well with surface geology. In the deeper part, our velocity models show some well‐known features, such as a low‐velocity layer in the middle crust beneath the Tibetan plateau (TP) and a thin lithosphere beneath the North China craton.\n", - "\n", - "Reference:\n", - "- Xin, H., Zhang, H., Kang, M., He, R., Gao, L., & Gao, J. (2019). High‐resolution lithospheric velocity structure of continental china by double‐difference seismic travel‐time tomography. Seismological Research Letters, 90(1), 229–241. https://doi.org/10.1785/0220180209\n", - "\n", - "Source:\n", - "- http://chinageorefmodel.org/wp-content/uploads/china-models-individual/USTClitho1.0.zip" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 1: Velocity Profile Extracting\n", - "1. Extracting\n", - "2. De-duplicating" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import os\n", - "\n", - "data_path = \"../../../Datasets/Original/OpenSWI-deep/USTClitho1.0/data/vs\"\n", - "data_file_list = sorted(os.listdir(data_path), key=lambda x: int(x.split(\".\")[0].replace(\"Z_vs\", \"\")))\n", - "\n", - "depth = []\n", - "datas = []\n", - "for data_file in data_file_list:\n", - " depth.append(int(data_file.split(\".\")[0].replace(\"Z_vs\", \"\")))\n", - " data_file_path = os.path.join(data_path, data_file)\n", - " data = np.loadtxt(data_file_path)\n", - " datas.append(data)\n", - "\n", - "depth = np.array(depth)\n", - "datas = np.array(datas)\n", - "\n", - "lons = datas[0,:,0]\n", - "lats = datas[0,:,1]\n", - "vs = datas[:,:,2].T\n", - "locs = np.vstack((lons, lats)).T\n", - "\n", - "plt.figure(figsize=(8, 8))\n", - "depths_idx = 10\n", - "plt.scatter(locs[:,0],locs[:,1],c=vs[:,depths_idx],cmap=\"rainbow\")\n", - "plt.colorbar()\n", - "plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 2: Quality Control & Interpolation\n", - "\n", - "1. interpolation\n", - "\n", - "2. rationalizing (remove the thin layers)\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import sys\n", - "sys.path.append('../../../')\n", - "from SWIDP.process_1d_deep import *\n", - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((9125, 12), (12,))" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs.shape,depth.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure()\n", - "sta_idx = 1000\n", - "plt.step(vs[sta_idx,:],depth)\n", - "plt.gca().invert_yaxis()\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(9125, 301)" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# -------------------------------------------------------\n", - "# interp to 1 km thickness\n", - "# -------------------------------------------------------\n", - "\n", - "from scipy.interpolate import interp1d\n", - "max_depth = 300+0.1\n", - "depth_interp = np.concatenate([\n", - " np.arange(0, max_depth, 1)\n", - "])\n", - "vs_models = vs_interp = np.zeros((vs.shape[0],depth_interp.shape[0]))\n", - "for i in range(vs.shape[0]):\n", - " vs_temp = vs[i,:]\n", - " depth_interp_temp = depth_interp[:np.argmin(np.abs(depth_interp-depth.max()))]\n", - " f = interp1d(depth.reshape(-1),vs_temp,kind='nearest')\n", - " vs_temp = f(depth_interp_temp)\n", - " vs_interp[i,:len(vs_temp)] = vs_temp\n", - "vs_interp[:,len(vs_temp):] = vs_interp[:,len(vs_temp)-1].reshape(-1,1)\n", - "vs_interp.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs[sta_idx,:],depth,c='k')\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "aac778d81aaf423195c6b16c9d8c29af", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/9125 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 3: Dispersion Curve Forward Modeling" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "383f3edc940a4070858b3c765a07041c", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/9125 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vel_models.shape[0])\n", - "\n", - " # velocity profile\n", - " axs[i,j*2].step(vel_models[sta_idx][:,2],vel_models[sta_idx][:,0],c='k')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,1],s=2,c='r')\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,2],s=2,c='b')\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "phase_mask = np.sum(disp_data[:,:,1] == 0,axis=1)==0\n", - "group_mask = np.sum(disp_data[:,:,2] == 0,axis=1)==0\n", - "mask = phase_mask*group_mask\n", - "\n", - "loc = np.hstack((lons.reshape(-1,1),lats.reshape(-1,1)))[mask,:]\n", - "vel_models = vel_models[mask,:,:]\n", - "disp_data = disp_data[mask,:,:]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "save_base_path = \"../../../Datasets/OpenSWI-deep/1s-100s-Base\"\n", - "# Save processed data as compressed npz files\n", - "np.savez_compressed(os.path.join(save_base_path, \"USTCLitho1_loc.npz\"),\n", - " data=loc.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"USTCLitho1_model.npz\"),\n", - " data=vel_models.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"USTCLitho1_disp.npz\"),\n", - " data=disp_data.astype(np.float32))" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-deep/1s-100s-Base/12_LITHO1.ipynb b/Datasets-Construction/OpenSWI-deep/1s-100s-Base/12_LITHO1.ipynb deleted file mode 100644 index 34d7d34ea82eb448f05ba9bbf46d8d31f52c9141..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-deep/1s-100s-Base/12_LITHO1.ipynb +++ /dev/null @@ -1,729 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# LITHO1.0\n", - "\n", - "Description of the model\n", - "- The LITHO1.0 model is a 1° tessellated model of the crust and uppermost mantle of the earth, extending into the upper mantle to include the lithospheric lid and underlying asthenosphere. The model is parameterized laterally by tessellated nodes and vertically as a series of geophysically identified layers, such as water, ice, sediments, crystalline crust, lithospheric lid, and asthenosphere. LITHO1.0 was created by constructing an appropriate starting model, including CRUST1.0 as starting model for the crust. We then perturbed the model to fit high-resolution surface wave dispersion maps (Love, Rayleigh, group, phase) over a wide frequency band (5-40 mHz).\n", - "- The model was generated by examination and discussion of the model with respect to key lithospheric parameters, such as average crustal velocity, crustal thickness, upper mantle velocity, and lithospheric thickness. We then compared the constructed model with those from a number of select studies at regional and global scales and find general consistency. Details can be found in Pasyanos et al. (2014).\n", - "- It appears that LITHO1.0 represents a reasonable starting model of the earth's shallow structure (crust and uppermost mantle) for the purposes in which these models are used, such as travel time tomography or in efforts to create a 3D reference earth model. The model matches surface wave dispersion over a frequency band wider than the band used in the inversion. There are several avenues for improving the model in the future by including attenuation and anisotropy, as well as making use of surface waves at higher frequency.\n", - "- Each of the nodes has a unique profile where the layers are\n", - " - water\n", - " - ice\n", - " - upper sediments\n", - " - middle sediments\n", - " - lower sediments\n", - " - upper crust\n", - " - middle crust\n", - " - lower crust\n", - " - lithospheric mantle (lid)\n", - " - asthenospheric mantle\n", - " - ak135\n", - "- Crustal parameterization was adopted from CRUST1.0 though the depth to Moho and a uniform perturbation in the crystalline crust was allowed in the inversions. Parameters of layer thickness, VP, VS, rho, and Q (placeholder values) are given explicitly for all layers. The parameters below the asthenosphere blend into the ak135 model (Kennett et al., 1995).\n", - "\n", - "Reference\n", - "- Pasyanos, M.E., T.G. Masters, G. Laske, and Z. Ma (2014). LITHO1.0: An updated crust and lithospheric model of the Earth, J. Geophys. Res., 119 (3), 2153-2173, DOI: 10.1002/2013JB010626..\n", - "\n", - "Pages: https://igppweb.ucsd.edu/~gabi/litho1.0.html" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 1: Velocity Profile Extracting\n", - "1. Extracting\n", - "2. De-duplicating" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(40962,\n", - " ['node1.model',\n", - " 'node2.model',\n", - " 'node3.model',\n", - " 'node4.model',\n", - " 'node5.model',\n", - " 'node6.model',\n", - " 'node7.model',\n", - " 'node8.model',\n", - " 'node9.model',\n", - " 'node10.model'])" - ] - }, - "execution_count": 1, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "import numpy as np \n", - "import os \n", - "import matplotlib.pyplot as plt\n", - "\n", - "data_folder = \"../../../Datasets/Original/OpenSWI-deep/LITHO1.0/LITHO1.0/litho_model\"\n", - "data_files = os.listdir(data_folder)\n", - "data_files.sort(key= lambda x:int(x.replace(\"node\",\"\").replace(\".model\",\"\")))\n", - "len(data_files),data_files[:10]" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(40962, 3)" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# node, latitude, glatitude, longitude\n", - "lon_lat_file = \"../../../Datasets/Original/OpenSWI-deep/LITHO1.0/LITHO1.0/Icosahedron_Level7_LatLon_mod.txt\"\n", - "loc_data = np.loadtxt(lon_lat_file)\n", - "loc_data.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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yDM74fFwkXxRn6u3d9cBTzm2+wkSu04MYMLn4cJbacClquAwaZzz/4/OL1pokkTtk7ihrNEbuGB93jFqGbqh0Oh248cYb4aKLLoJGo5Ftf+ihh+D9738/7NmzBx555BH43Oc+B295y1vg3HPPhbPOOmvY3QqWENLWrHbtBXIRkKb02uqdVCQPlAq+JLj6oe+lALCJRXohpMLD0JcEAIJy8j6cQ4g8BOcLz9ZX7xwmzi4S4cTcD87aNl8BKGJ99c33e3EOHTB9Ou3DGY/B0La0v8xgSr+fUhRnqr8A/en0WuGOsgMsQOQOCbNhcse4ZOiGyhe/+EV49NFH4Zd/+ZeN7VNTU/DFL34Rzj//fDj99NPh8ssvhze84Q3w+c9/fthdKiT9kAkAiBY5gGyxu5Re8lr5nHxurfP99CWhhI1LMPOXIjSMC2APgtJLQj1MHlaUwuRoyRfF2eWFSjjz5a45mfSDM22vkY/P8yyKs0RGUuqHr+Xgw5riFurtuwZMrtN8v5R+AMgNEyn8zffzb6FwnZYGU+3ZhJI+Cup05I7IHauFO8YlQzdUzj//fEjTFE499VRj+7Zt2+DLX/4yPP3007C0tATf/e534YMf/GDl1lFxhQ8BZCXHv3lBnM9i9ym9L9/Jw4wauXAi4Z7mNa87EwBkhdcKtSTCdnk+HFcp/CgdF4KzK2wr4cyJnEcHiuDse04+nAH0wTQUZ+l5hYbEOdYcN1fOX4qq+AZMihXfL6UfqM5ynDXccDB1vQMA5mDqegdcOPM0ReSOyB2riTvGJfFbPx7hIbHQYi0pRO4Lj/va+5Sa99tFLj6SDw3j4u8Qi5x6PhKuPFTLj3N5pgAQHLblOHMsfeTDJZRcpMExJDXB22s4S2SEuLrCvCEDpMszdYXHuc72o9NlcUZcXTqteZlUx0NwlmpLIndE7lgt3DEuiYaKR5DA0AIOCSnyEHmRPKfWPoR8aBjRRy6+FwLDizu2H+XMiQKAapFzzFwhXReuvI3kmeL1tdw93r+Es4/IOfmEhsUlstBwRgL2DaahaQmOmVTYqWEPAIbO+SItRXDmWLr0MjQsjoOQbzB16bQrcoL3HoIz9To59pE7IncMgzuw37zeZxjcMS6JhopHNKXGv0NC5AAm8RfJJ7uU3kUg/VjqNLyIx2kKDpDXBHCLnGPmGgQ0XDVC4REAfFYa8e/Z94wRtgUo74GWHTC1fa78s+TRh6QlyuAagrOGXSjORbAsEhYvEjKXdNoVLkcdD8G5zLOI3BG5ox/uwH5zrCTuuOCsLcbfRXEdl0RDJVAwhKiFFAHy6X7cqgcwX5ILztoyEMUexAsBYA94GvH42vLQIoBORBxHV6hWIxRfyBsAggmG7ytL5IMYADiZAMgevURERXF1HeOLtJTBmeu7a1+RAbPsYKrpNOIainM/Oh65I3LHIPade+om1eBDXG+5b39wms1VrDxqiYaKR1yhSFpoBKB7SwDmS3LLffsBQCb9IkReluTLEk/RtAT1ADQcfX+j5+iqvi+SUw4lmFAiLzJghgymAGCRCYDfo+f66MNVGhR9Oo39GCTOLk9/0AOmS6fxXdc8eg3nIqHzKnHHIAbMtcYdg9DbYXAH7rvrgadUg8+X/gnhjnFKNFQ84stnStZoSIgcQCb9YZC8S+mLEE9IWoJHAzhOHEff3/x46lmGhsjLGCehJB8arpXwlPYBQFBaQvIiy+AsDXZ8kKRe6aBxBtCJvMyAWfQZINaIh+bR49+X7DpFXYulrE6PgzsGMZiuNe7AGTs+zKrOHWVxjqmfCRAkEQDbw+FeaUg4EaUsweAyzSEkT8PXANAX8fAwLkAxj14LK/rSDyFeaWjYNoRg6PO5/ta9QTjfdI+5zHhR4kEJCZdzj16LwpRNP1DdpAYxgJ6K4DhrJM+JnE7ZDB1MtWMAcoPmrgeeCiL4C87akuGlefRl0kHcAKkSd+zYflTQYBq5AwzdD4lerVbuiKmfCgsNj4WGECkJAOjhRADdM3IRDL2upvic5FEGQTw0XI73wD1NgPDQuetvfjzFjHv/ABAUtg0lGCohOFPPccf2owoTD17bFy7fsf2o4NB5Pzhzb6toKsKl60Vx5vuoUKOF62AIwd9y334V5xBPM0Snq8YdvE+RO/zcce6pm5yGZFGdnjTuwE8vjEOioeIRTiIhIUSJvCkxhSg+kq9EMLTSP8Ra51PiUEKIR/JKabjcR0I8dC6FY7W/fekHibxDwrahBENxC8EZf2MlvkQ8Li8fr4f6pIXLcWAF8IfOtUHXl35A3F0GSUgqgup6PzgD5BGVY9ZPGfqFsrzSMQia41kkXI44h3iaPh0eBXeEGieROyJ3lOUO7fMLo5BoqDjkpnv2GSTCQ4g8dAsABnlrIfIQxV9eaasEQ5VdC4HT7bR9UeLB/oSEyzkJAdihciR/XyEcJWyejqA4U1IBADUVgX0tQjD94KwRz/JKpxDBSzOAeF2FC8t+cPcZJFoqQhs0l1faWVs6eND3gbY/Zv2UGBr/5v4FQyexX9ONWiGCp8dKaQmfAVMEy2FzR6hjE7kjckdZ7og1KhUVV5GcT9kBdI8UwK/40426SjA8JI5CFZ+KNHBgG9srbavh2VDLHI+heGkvigtbaR/FOdQjlbyp5ZVOtk0bNAeBMyee6UbNwlkL4yLOklfvw3kQuPOBkmMIIJO5NmhON+rGeaRjaft/e3whw5kOZmds2ShGSnCgCCV4vBeXVx9C9iFYSvsGyR2hjk3kjsgdZbkj1qhUVHDGjxQWLxO6BQBL8bmVGqL4IV6OZN1Taxuvb3uldTU8K3mbAPY8fU5UPFROXxQXttI+irPLI9U8o3zQrHkHTYp/EZy150UJnuKsefkUZxfZazhz/I6caToLPUMHSl8qgrahg6aWrqDbaftGLcnujxL204cOe98LieABQMTZ5dWHkL2E+5EzTa9+D5I7pht1owh0NXJHqA5H7hgOd4xToqESIDQs9uxSSwzlAujKLoXIaRv+MvkUP4R4fASj5e+pVyq1QSkSwpVCtvOLLXh2qRWErWug1DxSbM8HxCKDpoZ/UYJx4Y8YSh4RXt+VlvDhXATb0IHSl4pwtQnJ1+P2Rr0WjHMIwZ976qZCaQmKMyV71NtB6TfVaapzAJE7KLYafpE7RsMdMfVTUZFSP1L40aXsWoictuEDRBHF95H28kpbJBit4I1ul3L82E+A8BCuhJkUovW1K+KRSnjdct/+QthR/JdXOoUGRx/B07ZSuJweB6CnJXw4h2JbJO0Tkoq464Gn+tZdgLS0cSLhT40LbSCVvE2a/imjt5E7BsMd/eh35I7+uSOmfioqWuoHw48+Ai8SIgdwk0lZxQdIgskIwG95Yz/5fq0QC9vzULkWGufYSgQe4pHS9kVwHsSgiTURIQQv4eyq4qf3pA2qFGcftlqqwueRSjhzj6vfQdOnu0UJnkros0CcUb99eutL/UTu6I87iup3mbQPbV8E57LcUdQ4GRd3jFOioeKQC8/erq6HQH8D6Na7j0CkcCKeQzuuiOLjTAidjMBQap/l7dvPrXF8efbse0b97cKW4+wqkNNC5L79IcSDhaBhA2xaKozrIyaXF1QWW9RvfoxPpzUc6UDhGzQHqecSpkVSQC6d1nCWsNXwjNwxfu4okvYpovP9ckeRyJWk56Pijpj6qajcdM8+cT0E/htAVmb+ooSGE30ekF/xwz16LMzyhctxainfj8qNIlnjGm58fQlpUSL621UgJ2ENkJOAlIqgx0vPp8gzkTAt+kxc4XINa0pAIRjy35p+F9Fput8XQtcxbZfw6ItFrlze5KBwDuGLyB3j4Q6McvG0z7i5AwD61vNRcEdM/VRUsEYlxGLXiIUSEkDxcKLkAfkVv7hHr1n1KEutjqXoVInpOYt4OpoXGmrl+7BeauVTCV34+QZN3zPxkUnIM3GFy11Y9/O7iEdaVKf5freeQxDOZfSc4jhsnMvwReSO0XCHFDVE/HDNHorPqLgDIOlbz0fBHXFl2ooK1qgU9VSv2H2ak4QAwsOJ1AO67VtPZkpaVPEPHV7JriEPpLb3SsPlz9+60RqQqRJfsfu0UliV8UKpN6VhjYTx/K0bM5xDyRzx44uOubCiZILXue1bTwZ5nyhauFzCuihW/fx24ezTaZnMOxZWKx2bjDWdzPFLrPdBGjT5OipFcC6r02V/R+4YD3d8c/+Cdd+RO8zf41yZNknTNB3b1QcgBw8ehI0bN8LCwgJs2LBhoOfGlWkPLXdf1HoCcORME+YXW0atBP09N9uE9dONTOkAui83/gYA63hKOrh/tlmDwysduOCsLWKBGbZr1hLopGm2yNXj84vBx842azDdqBvXlfpC+4rnPmPLRnj0+z/M7m/Pvvxz9xwT+ptiGPJbOw9+JAuLDRHfE49eB9/cvwBTjTosttpenOm25ZU2LLY62T22U4AEAFLIw9K33Lcfpho1WGx1MnK95b79UEsSaHVSlUT4sT6c6X6qP4g16qRLD59dakE7haDfRXH26TRiKGGF2+oJZL8R53rSXdCt+wzDcKbPi+o+fx98OiHhPEqdjtwxPu7oLuKWZvcUgvNa446tc7Pw1StfCYOU0PE7RlQcQqcnS+FWyfJcWGx5i+dclj1GAgDyUDjKbDNfaAjzvq1OanlKK+3U8GoAAJq1JPNsUaSQLEBuiUueDlr3dBlzJLnrb93r9IISkKfDar99Fv71t+61sEbPCBdl0nCm94v3jKFeuiowXXQs8/7btgfU6qTGc5mbbcJsM3+9eD6aepcSzvQ5SGHrhR5Rat4m6g/VJddv6TyzzZqKsxS92rH9qCwKiXoi1URMN+rWM0evu53mK9K6cAbIvXt6H5L3mfelVhhn1GnEgutiiB5H7qg+dyy22nCYRN4id9gcEWtUKip0evKRM6byaLnTFLqWdGgIHS17DBMCgEXwOO3xty94HnlZuuTRJC8DKvSKQOaNel7Bj8rNQ7IoqLhYHS+FDqd6/SuS/8Rz8+mb2m9caCiEuBG/M7ZsdOKMz4Q+R5omwmMRS7roGMpKJ7UGgmY9yUK/eN+/fcHzMv3hZI3h3mPWT6k4a+Fw9NQ0nJ9daolTNl2/0Xum59GIm+s0LR6mesdxxvMA5FOj8dinDx22CN6FM10wa7pRF9fgkDxTADDu1Zd2wPMgFlT/+HRl1+/IHZPPHVIdy1rijnFKNFQcQqcnhxI3fen4S8IHS2rZ55GAukXw1Lvh+dH1042sPb5IW+ZmLDKXlBuXIsd9PIcseTpYLb/YaltEgrjkHnnd8DxdL4j0m3v79HwcI8Tv6UOHnTibkYCOkVemx+bknxMLEjfiS7/iu36qYeWbUaQQOvUuNZw5AXHSdnmeocWIriLOqUYNZptmeF/SaQBwRl+kOhUajuYRl0aPuBHnHdvzr/g2anldCt67ZIDw+hSq0zi4aETPdXq2WYepXoSuyOBa1OgbNXcgzueemn/hN3KHH2epJmUtcMc4pyfHGhWHYI0KzWNON2pZztCV208AYGOPRN25/DocXmkbeVtsJ+X58+PsXDxayzQ3SmV+sZWFR6V9Ug5Z7nNYO+laPGfaxbUN0426uE/qu5SPxbBpSI45r2PRc74unDjOZv2FXQfBn6Pcl7D6iYXFVnZNbOfTO99vxL/MM3ThxXGW6lRcOFE9Xj/d8NabuOpTJF0tem+a3rl0N8e4etxB92HdQuQOnTukOpa1xB1X7D5t4DN/Yo3KAIRPT6aeABZLFfGMAOxwI1rdTx86LOSaEyuUK4Xb0brHkHmjl1OWcpn45VkpZMtzyHSfK9cstZtt1rIQL2Lh8zZ93v5Uow68VgBlsdVxeq0o1IOSPFD0/qUwMO7jONMKfqkOIg/ZYo45n5nCPdNj1k85PXbpeYSGdct4+4g5xUiqTzljy0YvzjRqQmc/8LoW3Cd9lDB/J2pZUSTfJ9WnSLrK3wU5mlJzpip8ultl7qD7cLCO3KFzh1THQvV9tXNHnJ5cUcHVC4uGabV8M4pG4jaR1KzjqKWLRM1zophTpmSO8uj3f6iGbDVC8hE49o0TyGKrbbTXcORhdZ1Q2iIxAUB2Hveg6iKStkH+1NvLB9Iawzmfysk/t+AK2WJNRVEC95EJb6+F0iVjZG5Wzu27igznZpuw1OoIg2U4zryuRcLZrEepGTgD0GLDYjqNRL/UajsNEZ6qoHl8KSUUgnkVuMMsEE0id4yUO2oTxx3jnJ4cDRWHXHj2dqeX5Cp+08jI5YHyvD3dhy/K8krb+DYGgJ17RiI58eh1WRuMDnGPKyT/LFnqnEx8HpHL81lsdbxeEl6jjGckeaB2PhnxSAycaV72xKPXMZzzPDjKXQ88ZeAseZ8uQvIRvUbKvjz+4Z4nVsbbd5G49A4stdpenOkgizUAdIo5N2bwHlGnEWean3cVG2pGiUTgKF09rlntaR6f624o5pE71jp3yPUoVeaOWKPShwy7RuX6W/cCgJ4TLZr3k9pjrjkkn+xui/u6OcuQnDJd00Jr664/sPOjvD3NAfvy9xLGvIZCyjcXrUXg+1y5YLutibP8vLr7wmoF7POE6I0rj69hGJLbD72WSwew/yHPgOs0x5nWnNjPq3vtEL2V3z2/3oTm8Ytivha5w7deSeSO6nJHrFGpqOCHtlwWewq8urxmWOIzzZrTk6JhQVcoF611tMhpW271o7W+eeOMkddEkUKJkjVuh3Pt/Cj3UDWPqIjnqXlJ2HfJM5JTELkHqoVrcR/P26NQjxTx5DhTr5F79TSCoIVseW5a8/J9OLv0NMTzdHn7UlTFtWbNxtlmwDPoMDwTEWcaUcn3gYFzSBpi42wzOGwu1ab4wudFMdeiKquZOw73Fkaj54vcMRncEWtUKipSjQoSNt1G16HAhyzlkSUCotM7UWgoV0s3YAhwfrGVLZCVE1JXwffPL0E7zRcZkkgHz8Pzz3LYvOMlbim/7Msj2/vrbL9Z0Cnlm+UURE5AWriWrpBpk0yXkFbaHQPPHOd8gTLElS9CxkPpPGSL90WnE840awaJheDM8fNj6s/tc7KySd+evsxTEO5nYOq0hjMtOOQ6zXF2pXu0sDnFC+9Dqk2RcC6CqcQdHOdQ7nCleqrMHa70xNrijsTgDrrYGzdYqsIdcQn9PmSYqR8AgJddd4e4lLMvfNhVvASmG11lKhtGtEOG9pRCXAo7D/F2z4FLM6OyukKJvlC9FD7kIUYprCthJW3z7ZdDwokR9nX1sch9cawRPx/Oc7P5NFrtumXC5rZuhYXP+8Xcfr66ToeEou1jwnCmUzh9Ol0k3aOlOSi+IeHzMnpcFuew+4rcMWncge3KjA2j5I64hH4F5aZ79ilWfN2y8nn4sOuB5l4Itf6lMKId0k6y8GLXwm9bXhZ6TDj7hFvrfOGs/NwgWt0okufDw+aypW6GdTWPSMJP8oLcnlGOrys0LqUg6ItNj9E8fcTPh/OJR6/z4pkX3gELsZthc6ovPD0h4ezTzzKYA0hRlbYn/J2ngXgUQA+Du3GmERWfTnM8uYdJ8cSwuZaeCA2fF9VjfowLZ407ZL2N3DGp3IHtpMjVqLlD09m4hH5FBWtU7Jxd2wqlSeFDfMBILqggUhjxwMKSQSZ05gR9kQByZbbDtmb+Uwvj4nZUXiRz19RNHjbn5BOaX5ZC6hK+rm0Acr6ZkosrBcFrJHAgxZA74onfPbHDtjLOGMaV1qLgeCKB4HPnYXMAyLDjS4/zgSBEP8tgLhExN0wwNA7Q9dxRJDwRt/yew3CmNSo+neZ4cl1Hwb7S9ASvuQgJn5fR40Fxx0yzLqaKIndMHnfYqbbxcYems7FGpaKCNSpF8qD8AQOY5IJT13ghIi9WlAYJfCnwA1hojfNiRD59sNFzifA7E7xgDsDO80sETT9oxcknLL8s5T9rihVfc+IMYOabObnwD7y5vR+5iBO/e6LjDEE4a94nxYgvi82Xecf75cSl4eyrjZDx1Wso+DLj2P9Dy93pxeitSR4oDpxlcaYRFSTrmZ6hgVjj9tz7BHE7jZrML7aMjw7iO4/4UuPGr8eabkfuGCR3aPhNHneE4TwO7tDqgmKNSh9SlRoV3JaAPDUM9yP5u3Kyep64m//cvHEGDiwsqflOLR/Kj8Pz8va8H5jf1PK4M80aaDn1UNyKtuc4LrU6ao6ZL+VeNZzze9FrE3x6VaY2InRb9xnXvfrq0xMAO01A73up1Tby9GgkzDZrMN2oZ+fVnv3cbP5Jeno9t05odSpmn4aJb+SOcO4YBM6RO8pzR6xRqaDoNSq550lD4pRguTXusujt3D2YVnkNw4nu2SfYPrfKzU918/Ai/0rtUu+F0fKbWkV5aLW+7sXrHqo/39y2wudaaNzO3XfGgjO25zlmGce6mHrw4Ry6LTSq4gqf89C45tFTIwUNieVezhwNggRsWWqZ9SYYFVlqdY/NU23tDN8UwDkDwvYspdRDPhPDXSeh6ap7W+SO4twRFgGI3DEM7li1NSrve9/7IEkS47/TTz8927+0tASXXnopHHPMMXDEEUfAG97wBnjyySeH2aVCgjUqiy17Xjmfhuwm6TojFzk0nucc5UIs/lLwcCK21wrguNKvdFKYbdZgpllnxMGL2uoi+QDIxXN6fjkvYrvrgafg2aUutou9AefZpRYJB7cNnKUcqlTkZubsa2xAlXP3M83uforLIHHWChPxeevpiS42bpKXcabbuhib+OI2aR0KrValGNHz3H0Xm609DKxURA9rWniLEoozvwa2LzdYyiQv10m0Mzxt3Y7cMUjuwPPfct/+nh5H7hgVd4xThh5ROeOMM+CJJ57I/vvKV76S7XvPe94Dn//85+Gzn/0sfPnLX4b9+/fDz/7szw67S8Fyya5TMuVAApEiAb68vq30sgfK9/vIJy/cMq14rQBOJ5c2zDTrzFI3FR4FLWy3d+r3iADyFxQF/6aepyvf7MMRxec58f2cfIribJNLwsilIw6GdM0Jl3eKGPGiTwl7GqHgHlwXqzCvXxswUV80wyT39Hmxq1+nUcribNcPyIaL5p1yknd574gzH3wQ58gdkTsmnTvGuYR+Y+gXaDRg8+bN1vaFhQX42Mc+Bn/5l38Jr3xlN+914403wo/92I/BPffcA2efffawuxYkR840YXmlG5qm1vk8yQHWk26VNd2HgwANZmMunCr9iUevgwMLi73co7l/qtGtC8AcKicftNY7vTKjRj2BTieFWi2BVjuFlU4KKXRJgJJLO81zrJgTtWdk5APNgYUlWO6RDt4zHn/M+il49Ps/tM5/9PrpzCqnOHXJt5tbn+3VPeRCseowfNsE30UHjnnNAS4bTu9jqtEdUJ/NBtSU7a8bz6ErYTjzSn7q9cz2cvGY4uDPQcORY4W6QMkJBzXEi2KfCDhfcNaWLFeNOHP9xW3PkgFzulGzajfobLXpRj1buMrWWRNnzXDhWCPeITjb10jZc+hkgxDiutjqsOdk1uIstjpOfHEb4syXc0esRs0dtVoCnXYajPOkcMfhlU6mv6hrkTuGzx3TjfrqTf0AAHz3u9+FLVu2wMknnwxvfvOb4dFHHwUAgD179kCr1YLzzjsva3v66afDiSeeCHfffbd6vuXlZTh48KDx37Akn57cNhSbW+faGhTSuhO6B2p6f41aAoutdqZcALZ3CsC8pVrPKq/lVjmAma/n3iW37Pl+/sK4LHXdI8pxol4jDdFqa0fos4LM2RLaTAg7NG7ibE8jzHGg4sPZfC7mObqE3yVrPCbcy7eXHvfhy9er0ELhuUGs5/O1NSj4seb+DtnfPX6xxXP3XN9snUYJwVnS6UXB+5TTEzULK75frk3h55bSaOHcQdNm/XJHq20OgKuBO5LeeXkaLXLH8Llj3NOThzrr5x/+4R/gBz/4AZx22mnwxBNPwDXXXAOPP/443H///fD5z38eLr74YlheXjaOeclLXgKveMUr4Pd///fFc77vfe+Da665xto+zI8Sci+xnnQjLZLFr82WoMdKXgmvHsd/m7XudhCO1SrO0bKngoOF7xwo3b6bljwei8YG964lDHAbSj0B5hGZd4yrgd5y337rOO3cFGdpJoT0HOh9Is7dqnpzFgjFxcY5rDIfyHOUnm8nTa1qf7Pv5nNwzYaYYzNfZrJoiokv4s/xcJ1bm5kQqtMAOs4ufUTd9eHMzyE939C+8/5J+me+K7n+8dVWAcK4w36/zFkpRbmD3v9q4I4E5NVs6R3T9x+lmtzRbTsp3DHdqK3ejxK+5jWvgZ//+Z+Hs846C3bv3g1///d/D/Pz8/BXf/VXpc951VVXwcLCQvbfY489NsAem3Lh2dsNyx2VDhVIyze7cpi5tW7mkvm8+zyn3H1E3WPN/KpeuCXbnpJn1ah3vclGLTFykl1r2szVuyrN5bynmb9H7LjHSf/FQi5OUDTfLM2WcM2E6HqobeMZolCcJS99hkQLbJzlAjiaJ8Z7b9Rr7Lmax9g5aOrlu2smtPw99Yik1VY5HgnIHyLU6h9wgbEQnU6gS6y+9TioTnPd9c2AoPUUzZ4+h+BMvXwpCiDVptjvioRvuxB3+OojinLHbLNuRbYmmTtSkFez5RFD7C9AlbnDP3uqStwxv9gaa43KSKcnz83NwamnngoPPvggbN68GQ4fPgzz8/NGmyeffFKsaUGZnp6GDRs2GP8NS+j0ZCSJ2aYcCpeq+SXF1ULjWRFWm+d78wWBeCrItTwzylYWWszDtfmXa1MAaHXSTJnxGH8oVy7okpZr7mLnLpTjht5ZWymZ5C+MNluCV+hLOXO8PxSOM778dHqhPcjqy2AD0HBtxyKobHBpp8Zzl9ITWsid4yulK/C/PLSrT0WmOm2nLjrCgCm9A3aKkoa7U+jm6fEcdiqIG+h0iHIXGj4+n+slYojX4iF2GlLXZqnw56Atqc9xNnWbGiBh3OErVo7c4eYOmoa84Kwta5o7APjy+/1xx9xqnp7M5Qc/+AE89NBDcMIJJ8COHTug2WzC7bffnu3fu3cvPProo3DOOeeMsluq0CX0JTIBkKrM7Sl5mtLTOhRutVueZtv2NHnuVPKKLNISLPgm8Yhof/MBQMv1t9XlsGXL3j3t0Ddtk+PMl7/WBlQ+KHYLAGUvleJMyRgHvq7wZbDBOC99TpL3j08IMfTloLUIBicSAFD11TUV2TWzAT1P1GmKMx9QUR4nOFP9DPE06TG52DhL3n8Kej0F1WkUbZbKxtlmhrPk7duGjD5lOXLH6LgjpA5rLXAHtqEGYL/cMe4alaEaKldccQV8+ctfhkceeQS+9rWvwc/8zM9AvV6HN73pTbBx40Z429veBpdddhl86Utfgj179sDFF18M55xzTmVm/NAl9HmojH7XRCIkFPpy+EK2lOxd0wsB8sr+7l+2tY7CSQvD8Pgvf5F4PwDcoVz+CXKu4ADu0K7rX7k42SQk/kl7KWSLQnHWvFSKj0QSABRnyHA3n4d7miF/NiGhXCmCwXEGgMK4SjotGYshOk3FJHLbS7U9TZ5eMI0QyeChwr1/LRxOJQRnydvXcHbhWiXuAJA+DBm5ox/uAJCiVC7uSIbGHSh06jFKWe5Y1Uvo/8Iv/ALcdddd8PTTT8OmTZvg5S9/OXzgAx+AU07phpCWlpbg8ssvh0996lOwvLwMu3fvhj/90z91pn64jGoJ/XoiF75hYVn+GW25SAz/TYAWKYHYttumq1x2IV23GIsWDGIfsJgKPYHu2eViLXqcVkAI0B0ADiwsqQVb8n11ryotTa3hqP2rLbmN19FwpktZ759fgkY9gZV2KmLJ762LjYkzXhFxQ5wp7iDgHPJMQ3RCajvdqKtLfBfBVb5GvrS57xohekLbhBQMUh3mOCcGUnKx6OaNM1n0RNq3f34JGj1DSdYf/l7Lha1FcK0Cd0iFspE7+uMOW89WJ3eMcwn9+K0fh5izfnIFD32hqIKtdFJYaafdqYNEeaUXW1JwTvKy8tuV+816d6oi7TUSNBb78nNJyo5iv/D2y0Pv36zS13HU/qWzKPg3KiSc+XNBkV5WTsizzTos9cKoOIBRss4NQxNnidylAZMTv0RytM1KJ4VGPclCwRxnHxFr/0prfUg67SJwHIBoKoXeh0TkKNI+96CY43x4pZOtQQGgD5hUfAYSnTnhm/XjwtmHa1W4w3wWq5s7fIPxoLjDxMaepTbp3DHuWT/RUHGIL5rCXyp8KVzTMzNlqncX/pGIXFJwFInkuQVvvhh+pfdN59QGI9pfzVvpxyPSXyrZ+9L6B+Amco6Dj+QRXz4t0WxvD5g8aiD2r2YODtozObCwZH3wbRDRlBAv168HYJGvCweJ5Kn3z3E2oy32NE/+ztiDqd2/Ijo9iGhK5A4/zoPgDvwXU0B8SvOguYPjvFq4YxjRFIBoqAxE+DoqNu2ayi6RkGHh1pLedGP7GCouD0hS2FlmwZv7bM/HNVCEeG0uAnKHtU3cQv82PSPZ05XwC/I6pOhJPffYcy8nJw+OsxYulwaKpVbbCCVz/Chxr7Q7zmeie/luXLW1PmgbTadpK8RuS2DEwhrsegOuRPJU9ynO3XC5bcS4jEx6fqqfS60O8TrzAZI/kxCc9WiK+1lE7hgud1CdBzDXSBkGd1BZTdwx3aiv3nVUJl34OirmDAp92iYWwNHvPqTQLTzTKvTlaW9g7XOtM0E/eJWLWbEPYM7L77Yg0znrecEcrdan/aIFW1vnZiABgFqSeKbDaTNR/H/T4k68H8TNhZ9Zod99FrjmQ6NuTpkFMKfTZliRCn5g7eiHwmh7+pwQIzxHCgCttjydE6+CGGDf6HdW+AyRhB0Tguu88KG2UJ1u9vRjplmHVk+vpZkpCZjFsvRZZDpWMz+Yh/rKBw/7A255g/zjbTXj3FQP6LoqdC0QfBZ5sWcXz2am++E4Sx8uDHkWVeIOjt9q4A7XlO9hcActXF1N3DE/5nVUYkTFIe4aFRTTM0KRrPYQr4J6KBgGl84hhRMlq556TGHnta1/06szvU96jjlrZUNqB3P8NAu+P5xxEAXo5vUlrwJxcRVdLrU6hsfk8oroNsnzkZ+tXXyI4vLqXOmWIjjSKJXtubqxRvwQI5x54EqnSHorPQOpWJzqIa9fCT0v94oBcr3mESF+rz6c7WhKsWdRNe7gOEfuKMYdVA95GnNSuWPcEZWhf5RwkgXXUeEi5fH4a4EfBaMKg/9KUzmx/UzTzE+ixUyP5cpJpyq2+M6ecA+AXpN6xUuttkEurU7+4Sz6G9vUkgRqSbcPyyvtrG9oqUv5zlAJwRk/3LjSSaHTTrP1JSgRUE8S74t+NC/DI0myj4dxvOiVsw+LkcF0pkde1PPhhGaeM7WeAYq25sf++aWsj9i+LM6LrQ7MP74AAPkUZB4W56egs2UQv1YnhVYnXxMCcebpHj41WXsGOIgZHyVkerhEUhV0ijHqJIA8nZOngRBH7CM9BzcIXDhPN2rWJx80mQTuyD+Ul9975I5w7uD9ELmDFIRPAnfQqdrjkJj6ccglu06xwnNdBZfmmtey8PJMs5Z9FEwklqTbDkN3tD0qYbP3QvAwJB5Lz5eFJEmIlq4rgSKFvenaBt2rC6HcWpIvSU7Ck0hA2B7Xo8hXNrRxYnCq4sIZ/wPIl79G/CixII40JM1JN18XIU9lAICBCfYIz4crgEqrp/K7kAZMPIw/gywUXkssnA4sLGV4zzRrWV8GgTNd4M0XFrcNuPy+MnyEdE9+T65nUMu2GR8lrLs/lIfbJCJHHLQ0EBV6Dp6ikLChC8aFDKKTwh1bInf0xR38GYjcUTOfRNW5o53CWFM/MaLikSNnmkbqB5c3RpEt0fzFxAI4DCVSr8flZfIXQqoGryfAiuZyFZNW79RW9NS8z4yUeh4zvsz4oq+0u940tdR9FnoCZh5XCzf6cKYeEvX00XigOLaJM6B7maa/xTFBb8ccpBNjPyd3Wk/Dr6dFAHKPKp8qjSFzLJCjz6WTpn3jPL/YyqIrNEfPB7qpRj5dttPupkzofYXprY4JFRN76XnoURMAIDh2U1RURzVjZP98d+bEVM3UIQkT6rXiIBuCdeSO1c8dNk9MPndMN2prZwn9SRNzCX37w1Rd8u4WKdWSrpJ1Lel2pgyZ1d5hXk89IR6ObK2j4HLU0mBqSr6BekD2tlxW2qnlbfFQLvU+kVAWW50s1NnqhUTxPFLRFu2hXLTVDsIZz4t4Iz6IH18tknr6opfZ6/eKAab+uXZzm/Q8bCLnYVhsZUUAktz7zMLAnbzYE3UInwsYeA8HZ/w7hW66aKnVsTx+qj/yCqm5p0+XJKeYSLrqfh72NlzmfLFFl3bPiZlGACSdR6LHgS4FMDAYlk5H7ojcUXXuGPcS+rGY1iG+6cnSWhFagRNa7bxAEMC9XgEVWpSVLX7FpnZKxWx8aiY9N/3tWkyoyP34i7boEfxf++5D1jpIALIiNOrpS8dI01alq9NjXFM7KXa8qJNPEaUiFTfy54HFnq774X2ykekPZwOHHsY0jN9QdEybtkrxpMdIUzUpjtI26RlpOEqFoLSmIrsfUq/h8u770enIHWudO6R1gkbPHRQDF87jXvAtRlQc4puejEJzmjSHjEKtdukYycvEvDw9j5SD5lM76fkBzP3UIp/tTcWkuVKsLZCseCo055nln+uJ5UHRXpkWOv2YmP2pdo4zJ13q6eB02UavOC0FO7fP7wO9TIpNPr2wLnqm2tROjp35oba8rfkcuyJFAGjdCy/2xPNwD4r2aVA4U4+R4k3z+eilURxR/3EgovvpvXXTGrx+JRdpCi3fxr15Wn/C9ToFMwLA9xmFn22zjkXqY786Te8zcsda5I7U2D8O7qDiw3l+zNOTo6HikJvu2cc+KV4TyZuSHV1bgot0jEZA9JPtKCuE+PEoc80UOhCYBYgAJpnR8OBss2a1RdHWPeB9arVT8eXIi7bklAIvdrP317NiQxRK3rwQDgBEwpeexxa2n4dfKV7Sh90o3rTQMx8Y8wFJKs6UiGWlrRd74nm4rvECUXxGZXDG//CZpuSahq7W7YLDWVJUSJ8HLazMJc0wyItBTf2lOLdTexvigOfFPqbAjaJ84KU6zwdJ6XnQlFB3kKYFn8V0epK4IyHnBIjcwWU1cAc/p4s75mabsUalqmLWqHSMCnHXDIhmPTEWyELRCg6T3jGUgETLvG1b5gYZtc1QIScrLRogFSZKVeRU0TOir+XWOZ9VAGDmSfUFhexPtfO8s7QsOs3t54NlzSJ86nlLBMQ9cwmvnIwI0Spk4vJI6blW2mnm1Un5Z3pOWqXfrJs95cfgMyqDM/f4AfIZFBRvXOeBEj6tocBBbrZZNwwRy6tn+f1cTJx5fQT3SCnOvL6CzmxpEn3mgyQSPQCSdT0rIEYJX2zMxnqSuAN1COt6Bskd+J7ONOuRO2C83EHP6eKOcdeoREPFIZfsOgXmZptGoSASLbfeqdXeaqcGOQG4Cw5TAOh0ZIKhLwSdKgdCWzOUa38+nHrevMKcv3DUk8QpbWbBVk5mUmFckxkw2lQ4/79msSEN7dP1MKTBEO+Hr6LKn8cMISjcl1fV8/SEPkCi0OdE8eRt6XPn+/nzyMkj1ynEhHs/0mAbgjP1/PHcAFhE27bWH6F9ReMD78kqAK3lhaJ8RU9ZTJw50VORvFtazIln49NhpWJPqstLrbZRgwTQ1QPTe3djO6ncQQVTHYPgDsSZrqCKeNOI1aRyBwrivFq449DyCtx0zz4Yl0RDxSMLiy1DUZHMuPXOrXYAk5yQKDWF1wjGeCGEEDkPMeaSh1Wl0LhJ5ObMCNsoyfej54a5UQDIBjYAe40EAPNFQQ9oseX+l3pKBqlIdRFkYF3sDYYrymApE4weoQAwc9hU9LQaiEStEY9K9L3+ucK5kvdDcS+CMx8gtdSCNmtC8vS1KbMopldvv0OIc5f3U7GtSuTUKHF4nzTdoNX+ZJi2U+a9u3V6UrmD4zwo7uD3R7kDQJ4VNEnckUuSRaJWA3fEGpUKyw13PmQomDTNjXtL1DuScvsApOCwnhSw1k0vBkUL5VLRiuJ8xJMbJW2j8AyFkncCQjhXjKrU1VcbJQF56ib9jd+uSHrXp/1BXHCwxKmmJgHlkZOllrnsOZ9KuCIMJAAsZCuEVPF8FpErIXE6TZOKGM5lBYh4HPeMXEJxljxQI9VDUgvawIqSGS8eT59vd+GMxYZSW9+5aV98xZ406oJRBABNl+VptJJE7rCvhwMy3r+hyxXnjlzMSBTlFLtgOZdJ4456ArFGpapyya5TgE73zC3MXhhN8JbolDXJ4zEKDolXKIUaNYLRig5N4s2389A4b68Rj2GUdNzknYIQzm2nzELv7u/iQFeKNAs5KdbcI8LffM2EZi0xvKNsYO3IBCR5+pRgKE5a0aERsjVebv25Sd4SCo1GaeSNrWltBSUsqpsoGOJ14ZytkaLgbUVLaolVQ8ElxDgpgnMKYNRGaV6m75rSfpoaEFNBoi53nDpNCT9yh5s7pOLlKnMHxYoaJ5xTVgt3HDnThHFKNFQccuHZ2+Ho9dPONt2cs23B0/CbSeK5IuUFh9T7SY22ufiJh4YQtWKtIO+TeZQu8qZKTa1z6g1xyY2asCmF9Dw0BEvvpdVJDe9IGlgpAUmeflh6IsfVDNlqz4ffufmXNAMF92kzTyRP0xVB0YoSeS/pTB5K3DQ8z2dN4J37Zkuo6QnBq08AskEJwMbZ8jKV0Li2XSr2pJEUIxVEPfuaPa0TRdJp6dsvVCJ3TDZ3dI0W2zhZjdwRUz8Vlpvu2QffP3QYAKhXalZOYy6P50OpmCtP5p68HEqkQizmdkfcboRySb+00DhfERTFRzzGAKAQNrXOqTcEkL8g/imHZoEh/ivlmiUvng+s2mwJ1327cOLTbnORnyRd54A+N75mAvci8bpaOBfAXnmSYqAXJeo440weTtzShy4piWNf6DPh/ZbSE5i/59v5wlMunLG/NPRNjQ9nyLyd6yYfvFAMz54NrhRnSadrTOcjd6wu7tAcntXIHXNxenJ15YY7H8o8O1oE5yNuSlAJmC+KZK2bocS8doJ6lVTJNeLhHxZDMRaDIm1CiUcLHaJICwmFvCAhUwpdxI19ol685ekLg1CIcaLhZHwsT/FE+IqSRr5e8Hqk5caxnzycixiEFclJRYk6zlyreW7fN11WKjgEMJ+DtBAcsO28QFFdZI+8hzT0zUPpSOTaDBRXHh9AH1zNQk9bp6mxF7mjK5E77DZUqsodcXpyhWXH9qOyhyx5SZS4pZC4ReJKCJ22ocVbVPgqkLnIoVxt/RRjISzWHxRtqiEPHVptHN4QJyJ9yqFeBEfPS6cVSuSYhdDbbk//cYVgNJy0okMutLZJe3ahM1BoG8RAXCCLDa4Gltn6HDLO0todrU5q4Q2gk7hZcGjiJy2uRYlb12ldQs7FB2bUU3EGSiIPqFYkRcCZT1eWsI3cMdncgW2k+y7OHbKhAlBN7ojTkysse/Y9kz1kyUvyekdkQKThdN4ehVeeo2ARHQBYhWpaKJfPzZfa0+I2KjxkTkVaMyXUG3JNOXRNKeTY0OtwnKUlx7E99/SpYB5aEr3okArHkRKXTDy+Yk9qKOA9SGSftWeDq4FlJ3Xi7PL48SN4AG4Sp1OYlxSPXivO1IoObZE9f+1c9Npasac0pRPAxJuKhDOfruzCNnLH5HEHipYyKs4dspHI/64Kd8QalQoLRlTQiuehQ/xNX1jDO1IGxGaAwmk5zBlGPDTEqxXHmflNO4SIspUNFjggzTbrYh+1NVPwPgHYC1KTPCMzv6x5RHwRMomQqGizJSgWPOxLvVMeUkfRcF1stdnLL3uuGnFJM1C4cJzFxfUYxrbnLyzuhB6UotM0omCRODlGWh21WUuCCNa1SmrIip7auejKybRvfAYKFYoxz9+7dTmvmeD7qsYdAHoaKHKHzR2IhJYyWu3cEWtUKix3PfBU9jJZ093a4cpu5UGp4itpCNPK1onHFFmp6XZOMJrCL7bo+gip2IZWmgd5Q2TAo1MO6b90v4Y3FaOGQg2z5ku7U8NOI3q7XoN6ODKuANLXR+3jqWghc4oZgKk/XrJn0zozPNsc746xz/L4lYGS4p0AiKkKKR2EKEizfKRjTEnFfZrucixdIXO8fyRtPN5L9p7pylzPq8YdAI6PEkbukHGpyR8vXAvcsbDYUvo3GomGSgmRpm5KeWcUTaldaQhzETItTMiPJS+FQLRSH3hFPpW8YKtjkEr2UrTD88oS8YeI5R258s7CgIgeTgrmugj8ft2hVJOsikt+PMWSCobMpT7Qvhl5caXgkz/HEAnRaT4AUC9SC49TvHCFVAB9VhCAa1l9Pd1jz/bJjXgtouPK47tqUoaN8yi4IwE9rRO5w+QOlCKLDOaicUfoPVWDO1KAmPqpqpx76qYeoXb/zhS8TQjNk3eWCuEkcYUSzUpw+xoodsi8K1zBtYr9bqjWVnhO4imYpEJFyytrIfRmLTEWx/INjiF5Zww7YzvJ058lgybfR/FxhXK1Jd+7QkO7HXFABLBD5ijaWh5UtIJP/j0PxLNZt6fJltFpgLCoiTN3X0sMndDIFcC/XD72m3+dmfaPErEWbSmLs6nLJr5V5Y4Zpv+RO9zcEZrCDOcOeXtXqscds816TP1UVfJi2u7fXMFRuLVOXxYXCVESCQ2Duz4epg0KKdunVexz4eFFKpRIrLB5XSYiFLs4ziw+1AbHbACsCykIDwkVuVdeaa+ZIzbe5Li2Pc0QxRcy58KndBp5ZY/HaYS+O3JhpyQ8SrKVRTm0JcDp2ig8DM6nE1PRBkDeVpt1wdvRaxmDZTtVZ2iUxVkq9Oxk+mi24RK5YzK4gxo9PBq4Frjj6PVTcXpyVSUvpu3+Ta1TGjXVcqJUoSUSoqKlIfh3IEwv3jyHK2SukbMtOkFQj4mSCveakKR5SFd7SajXIuWNuTfa6SgpiLo5uM4q4XHXfQLo0wv5cTbe+kCsph+EkDkKx4tGAjSPE7ue6awwtbNomof3mZO9ZoC4DA6OnWsKuJbu4aJPd9YH8JW2OXuFR2nKpINoYSdXH6/XH7kj+w0wOu4AECKuCnfwomQqq5U7vn9oOU5PrqpgRCV7yMQ6lQx3TvwpgJeEAMw0RAKmAlIlTcBNFK55+lo+GoB7y6ljXy6tTmp9b6RoSBd/U6+zaKiWXmuFrXehzfDh96ndI4CEtzx4S8cl7O+s/zUzV89JXCOVFEAcHKngI9HOoU2TdXmjHGc+C4gaihqpukLnPEXEDRxXDYC2ZH+D4WPtEwZKADtKoE1H56FzbWon9qBNddyT5hkGdwC4jZG1zh0AOgaRO7opqFijUlHBiIpkteNztrwjrcKcEYg2oDbqCSOyfJ+dV9a9RlctyxILE5ohxE7wPkqE/MVAcRW0cSy176rwF0siJN6fbnhcnuHjCp3beWXdMLQiBuR54Eqo0nla7VQ1OHmthTp1VliEDED2hqj+8qmzUpsm98Q73ADM22qGIh80+TlcMyX4Z++1GgAAd82KUX/CSLylDJRc+PVoJEXz5inG2EbS8VFyBwCfAh65g+s0NRTXFHfUdCyx1WyzFmtUqipSjQr3lHBqIxdKYgmYRUorTEmM5a5ZMdOSsk4KPw8A/7CYTjbci3SF6F3hRcSCKjgXl6cjYal5qVKOn5MVfflcZO9KC9jTC82/KK58EHPlnTnB0/NwEqfn4VNnpadK9Uvyhqj+Gl+31jzTto0AJ7OsrWIo0loVvg/AHSXhbfez2QpUXEW4fDDUZrNwo4amDTjeVBc1b55ijG00HR8Wd5hnsiMxkTtsfQ4xFFcldziwxNMdvX461qhUVawaFWXaHL7/SCwAJolxr0r7ABiAGZ71Kb6V53eclxs5ToJnBYYhyo5tUSTrHIWHuQ0v39PeIBb2glFxkT0f7NzTC3Xj0B9aT41flAB5W+mDZXh6eiwd+CT983md2sJYko5TmKTr82dCjRY+oNK/+aDp0j8A2wCiok1Rxj5oJA4gR0cocRv3QGZJ8ft21QGNizvyu+kKn84cuWPM3MHOU4Q7+DsgcdKgueP7hw7HGpWqCi74hg+YFh9p3ignFmqNZ+chnhR/eV2zH1yhXAD9w2LSlfYrCwZh/+g9SMoOEE5AvK6HhrlbndRcIIuEJaW8vo9YUFzPhBIPHzS5p+MyDl2kJYkrhWEMlG0ba0620jOhnqZZpNndj4u+SW1S8mz486IY0etjP6UJLTT9zw1u19Tk/IqkvaNGwjVFmRM8n0jSaqd24aJmvAi1PBQziuliq2M9wzLcQaUod/BoS+SOanEHL+Iuwh18tpRkZA+aOxZb7VijMomieawoErHQY/kgJ5GPFR5k09ZcBO9TfB4Wx35RSQVlpyIREJ7HmFmiTDUMFa2WIu+H2R/jWDpwCf0EMCMBrkp9AHfRoSvvDGA+T0ouVOhASa8SYrz0szhWCjbxGUYJM2j4sQByVCABW3dcaQfzjCiJus8XQq8pfdIGStF4qcn6Jw2yIRLKHVrBfgh38Hchcke1uIMb0UW4QzoeoCB3CI6HSxKAWKNSVcEF35pCSJFandQDCDFKVjp2HQB9HzWPqQjB+xQfK8upovLzSx4liotEqBcjFWLiNZu17oJN2iJZKLSGwEcs1nNyeKB0nYNaIs+qchE8zx271vWg1zfiAwW9/Ow4kOtSONZUd5s1XJCMFtSSazOMfR4oL7qVPFAaecnup8ZmNXgI3kWj1qw44flLfeL6I6WBsnMIERCpGBHxpcWy9G96vhDuoO8Jio878Jz83SzCHVYKbQ1wB+2b9EwGzR387zLcUdTIRqGRF27EA5hpTjxWX+J/NBINFYfQryeH5jRdRglXes0D5WQ72/saKX+3XQTPFZ+/8PhJeEnxLS9fUHaxal7w7CVKoAOr8eXTgBAt9UAlo8QagAI90KT39yJbSZLfI4+KaAtlAXSfVwLmZ9sBzIFa8ij5cwg1Xoxrk/7z6clSsScV6TnyS0lFt3TwkTxQ2ifcRv9Gca3aqT0ffi4aNZH6xAdKSXeyQbFuR0BQKOl3C2k7RiGnNFXZ6FPvX0lPaWophDvoOfGaZbiDp9A07qBwTTp30FSR65kMijukv43rZNxhfs+tMHd0bO4w6lKkaJeQoozTkysqN92zDw4tr1hfQ5UGCCPP5zBKODmoHijz1rJv1TDFtKeM+gJ49ovMvSfaF3odK6QupBlcLwf1hPhUTr4ImTmF1uxLRt6SUVK3PbWyHqhmAvBnyP/mA4hGYPy5Q3ZM3lcp5UCNF21NH0qwPrwlr51GDTSDRnr+0oCKwlfpdBl50lRoKpIREnJ+w8sXIk/2Gh69f4WcfdYXgh9+PVmbqjxs7uDSD3dIz4ZfRjJOJpU78sXO8oNGzh11iTvaRptQ7sj0sm4bL5LOZX2oyUW1q3p68rXXXgs/8RM/AUceeSQcd9xx8PrXvx727t1rtNm1axckSWL89653vWuY3QqSG+58COYXW5YHqk13AzAtda7QYhiTaJoWjZRCjNxDzyUxfs0262aaAezwZKtjL/NsDXyCsktpBkqs/JzGy2F4oG1rETKXx5+Cu76Ae69FPVAUvugSnpPjt366YTyPVqf7QbwugdnHu7x8ANNw9HpDAeFzH970Wvxs2owJbN9P9Ipvo9v5b/5XCnb4Xho0B+Xluzx7qteZd9+RdXmSuGMmgDtQ6LsyqdxBi3XHxh299VMGwR2Zs0GLfzNjrPevFE1RpoGv6unJX/7yl+HSSy+Fe+65B2677TZotVpw/vnnw6FDh4x273jHO+CJJ57I/vvgBz84zG4FySW7ToG52WbmJVFLHcUi77adD0WhLwltr5E2CNsTkD10DO9S6xutcVT8LDROBigtdcD5iH51WMt5Aij5e8dCZN2pnHWYapAcc01egpxe0ldL0Y8HmpFpDyfcNtusidgvr7RhumGGZxdbbSutBuD38vHeQkjblb+nx/Ppm11drhnPALG36mWEtKV5PXNrqAfKCRsNaongAbp4oo7jOWrZc2GhcWmQEO5L8vK5SIMTNyaoXme6bOj36ucOWgfk4g7Jrl7b3NERuMNOqwEU5w6pn3g4jSyB0h4jhIj3uJfQbwzz5F/4wheMvz/xiU/AcccdB3v27IFzzz03275u3TrYvHnzMLtSWC48e3sWVaknXYsbX8K2ouQAZj600zuG5j+pNHtuDp/ypnlwtSSBNjnHbLMOS6229QJQwX1FQu9WmL+WQKdHRpLnnSRd5cd7pn2WPHfEseuVtw1sW+3u9z44xlotRSfNr48ifQyMYhfigQLknrtEMiiLre5H6NALpYRfSxKD5PCceF90e6OeAKQmUVN9wXvFf8O9/LaILX0G+JuStzb40WdMo1cpmAYSYil6oETfu+mJdrZdG3wxhYGC57BC48JUGSmXz/tOcXdhrC7kJulyL+oUucPUhQTyKeprmzvasNhqi9wh8YTKHWhIdkxdQEE9CuEOqm+LrRxvrFEZV1RlpDUqCwsLAABw9NFHG9s/+clPwrHHHgtnnnkmXHXVVfDDH/5QPcfy8jIcPHjQ+G8YYtao1AIWcTKPR4WW1qJACfFAs/OBVLvSNpROmolBj8d+8G2+ttRjkgq28oHRPI82rdP2OutqXp97CFItBR80UhA8UCGkq903ivTMUOgsETzWlU/mEjLbR5paa4d7e/0R0jSZh4k5/Hpi6bJ0nBQ1cw2w/F5CPFAUieAlL1cjaSDbtQgh3+xaWwXP1W1n98O3dLtdoyJzB30ftJD+auMOeu/2Oh7medY6d6DwGXIAgRHCmp2OK8QdianLs836WGtUhhpRodLpdOA3fuM34GUvexmceeaZ2fZf/MVfhO3bt8OWLVvgvvvug9/6rd+CvXv3wl//9V+L57n22mvhmmuuGXp/MZoiCfUouTeKwr0jShbUA6XenXQeTSTLXyoQtPKnxNvlEmKpc5LXvCG8X44Pz093/26rf0ueK++n5B3144GiSARPF5fShHqMmgR5+Sw0K3lDNHqCk2Vofpqeg/8N7P7oLBPt25d00NCiJrVaAm3HYnDS+VASsL9ZY6xVUe9+rZkfl4Lu5Uu5fDSmJC9f6zJGR+g5XfhKtRh8gKTnpPfS7aebOwDcz0GTcXEHn3XVTtPIHUw4d0gcYnEHeV8Gxh0M6yXFkBqVJGnqo5LByCWXXAL/8A//AF/5ylfgOc95jtrujjvugFe96lXw4IMPwimn2Bbc8vIyLC8vZ38fPHgQtm3bBgsLC7Bhw4aB9feme/bB1TffLy66RIWH5PmLR8O3/BhpPz++H/G9TFyka/NzNAWy0l7+ppDOKCtNQnwaudG/uaEgYVEU6yJ4+tq69ETql6Ynmt6VFSQ933l9/S2qe6MQnw5I7yptQ/XaNdiESHYuh177uIO3qTp3SNsjdxRvOy7u2Do3C1+98pWBdxEmBw8ehI0bN3rH75Gkfn7t134N/u7v/g6+9KUvOY0UAICdO3cCAMCDDz4o7p+enoYNGzYY/w1LjpxpZgtk0UWFpBBiwv5GyTyfurxmCg8PljUb+eJSUiGmT2i/1GmxHTmUS9vgeejXdLN+1hJjwTGp33Q/Cg1vSuFa3p8ys398kgKwfta84XL1XNYAVGwFVZfecWxD8Ebhq1jyu6MpD+1eXLN/QoWmIjSd8AlvLaW0pBVU+WU4xtRIcS3whv2W9IR6rq5ZKnheTWdDZv/4ZJDckZ2zZqeIUbTPFNDzcO7A9y1yh8AdQr8GxR3497inJw819ZOmKfz6r/86/M3f/A3ceeedcNJJJ3mPuffeewEA4IQTThhm17wiFdJqhW0AdrgWJQuvsQHeF9ItKlLYuajQfvF75EVnAPbfPBUk9cBV4CntN67H+sn7JBE1b8PrJ4rCREOy/Xh73KPUijn1dUzcGAMoxbMK3ppnq5EcFr5KOisXJMrRCk1cIf5Q4deUCsHpc5CWGqdtJG98sdUJ0mVab8JhKMMd2T05nkOoDJI7UKQUMb0efw4+7pAKkyN3uNM8g+IOgFU+PfnSSy+Fm266Cf7yL/8SjjzySDhw4AAcOHAAFhcXAQDgoYcegve///2wZ88eeOSRR+Bzn/scvOUtb4Fzzz0XzjrrrGF2zSvm9GS9YAtF80BRhu2BDkJ4DplKEUtdur/QAjhpv+YFqx5ooOejYTxM7F3eJYrk5WvnkTxZaUoyL/DkU2i5/nUYxrwX0jROlwdKDQYaIdDuaxDSduhsyHPgGHOsGzWmq3V/seeM4PGvNu4AkCOEKFLEJnKHXyydDYwQaueRuYMtXdD7Pe6vJw+1RiVRqp5vvPFGeOtb3wqPPfYYXHjhhXD//ffDoUOHYNu2bfAzP/Mz8P/9f/9fcEonNMdVRl523R3w+Pyi4RFJERYqrryf5E1J27X8rFQfkuV0e4SFswG6f9dgpd1RrffQ/tDrAPhznpJIGNLfvv2SaNcNydsnIBe8ats5ns16d6DGELXkbUvn6UcvXPfM770s3vya2vV8OsLPG3q/iBmtK8h0m6UDQs6j9SXkOfBpnVK7Mrq8lrkDQH4/I3fI/ZT6zK85Ku4YZ43K0FM/Ltm2bRt8+ctfHmYXSgudngyQTwesJQlMNbovdbttK5nqgQoEgsrEUZJmNWAfNE/EVxEviVbFH1qxz/sgTX9DIgQAaKepRYpdPLsvcTsVXuJaArVULoTTvCPXugdS2o2Ktt2aYcDC5ZKHJs1CofrBZ5lwcpHWVtG8oYyEaglM1XL95CQp7YcEjN/SfdF+U511zTrhd6/pO20vzXbQQuWuGUDayrX8vlCkmRPtVG5Ln4upnz1uaKcOXV/b3AEgz7qK3GELN3wKcYfwLnu5g+svwXOlk8KO7UfJHR2BjGx68qSJttgbzZUC6KG+EALhOdAQIh+kSHURuJ3fF30htCiBRoQUL76QEF24CaCbj19sk/3t8Cng9L40LDXyGYa4TisNpiG5fO2c2M6Xt5f251MT89+uyAr1Ul15e8v7S2z8+xHXzBufYWL1lb0LrkhKS9FPzg2yrq9t7uCDeeQOXVKQnZ0g7nA8By4Zd3D9JXim0P1I77gkfpRQEbVGheWhqcJT4d5RCqBW/qPwc2hEhkIXDpIq4Olvn1iFskofGjV7YSjeBi+X/+vIMyOedbrfrKmwFyMyryd5oL76iew+A4kmq9RX8HVV8Wv95GJ5+TV9cT0UvM2UHCPVoFC81Rx/Tf/eDF+ELLs+wVlbUEq7Py58po8264cvmCWJ791y1VTgPUrF4tgf6cNtsi7XVey1LzJL3IHH+PQg6yu4ZRzc4VpcDyVyB7uG0k+fIe76GCEKXjIlx2g1VglAjKhUVZ5dalnEzK12LVyL1raxkJASiUDh1/J5oL7FpqTfmnCvR+uDZKlz4ZjQxZu4FyT1m3tR1Mun5+d9RxmEB8pFCo9r+zThfbAGfSsikf/hWlyv2zY/hnudRl/JRVd6IWmXB8pxsjxQx6yToh6oG18zdO4TLdSf/d37N8TLxzaal+/SZWMBMh7JKsAdeIz2HCaBO6TUBZfIHbJoWKJwfVghuCDW2vuX6TWPSDH9veuBp7z9HJbEiIoiN9z5kFzwVjOXJeceLUpOat1/E7Bn0vTrgQ5CfF5PiJcvDbgA3Ms3q/NdErokNu8j9Xy0mRW8jyh+v7F/6cfL5/qUHcPOxfXTJSmA1wPVIisoIbN/tGOHKf14+VokRfTya/7oDoqx3H5iryWCoj1r+t5MIndQXkAjvIrcAeBZu2YCuIPqO69x4W3KcMeoJRoqimDqp7vIkPkp7sVWxyi8A3BHVgBMry2UyGtJty3/NDuek4cNQ0PnKAnYX7L1vRC+76Tgeem5Wp1unYRUKJmFnUk/aDt6nIax1Feew+X3wQlS+qaGK+XgCp3za+EXaouQC4C8uB6wNpYHyvQTry+FnQG664AY6zsoes37iCJ9xZnrhabvEt7O8LhyD9K5Qg0Tip/PcKDPJcOMzUSS+o1C20oLvWnckR3f0b85U4Y7tPSDxiNUynCHa/kDel56rnFwBwBYa9dQmQTuyPoWMO3ezR31LOV47qmbYFwSDRVFLjx7O6yfbsBiqwOHV/QvjBb2QIUcaNaW/512t/Gvb5ovca5YdKDhv+lLS6/Hw+g+z8y1PgI/NsQw7/TugafFJPGdn4bStXVgtGOpUUC3GSTZlgeo7AVXPBfXp9slkXDTvHyA3HvU5PAK7VtYqJmTNB+rLA+UdNqH9WyzDgnY74phALDflkElGEdJ79x8OxXeN5qn58ZtnWHs8+axb9miWZ200txh4evhkawfvT4U5Q7Jy9eOHRd35PvD9blK3OH72CmPgGJNmyaHV9rZ/cVi2goK/3qy4c1RC75tKpgWSkSRlpXXJKxVcXFxgNa1Il6+NK3T8tJIKFdbpIkXTeL5tNw+HXR49Cr0Pl3H9Cuhz5OTpq+oFkkxa183vWUeOndFKlDw/FoRrW0A6HfHj13sfbl3kOmJTjYwt63tvuNQuCHSZhjzyAn+yzEUC21rgvc/gdwBIE91BvBzR/a38IJVhTtQXLV4VeYO3jdaVNvdb9fLUGNW444EYjFtJcU1Pdk1uaOWyIVwCZgFWEU/uoXnpcfxdQOMfej1OH4XEWlefsrIBBLIvprLhRfFqVMM2fQ4V90k3yW9pBxjfA4uaQRg1yR4NGv2glm4D59biGBbfgz1iPiXhSVxTk+2sDfbcqFGKe2Tdk/Nmv6FXa09xdH4DQF6XvA9QsH7cXn5tB0XGjXRimtdU2tdfaoqd3DMQsVXCLrWuYNuN9eJKc4dfJG7FQ9XcNG4I0ZUKiqu6cn0N8//aQsJWR4o99A8Uy7xvK6wIc+B+34b/VOuSyMpVOmplw/Qs9TZfp6j1TDUlm0WvX/C9EU90ARALfykEoKdnVqTQ+euAlI+aPEoBooxmLbN+5HqNuwpnXmBHC2Ydf22Uiis71ronM5MwXO5vExXujJIzz1RBoqR6360rI5ljIM8BTzkN+eRUXEHNu2XO0IjJnw7P85OEQ2fOzg+g+AOScpwh5aCc3GHlmbjWFPuAJA/K+HljgpMT46GiiJmjQopyqIvLvlNFV4iDU2BUHxh3aJeTFGRCsIA5C+dAtgLEfH+dfPzftyyPDPzUKXfh1c6YjTBN+sEd6dge0i8IHDQ4npuEmnQY7TBlN5PUdzooOD6jR8qRKklZsqTkyhfkwGFGy6jFooRFX4/2mBqGIkdik+YzprPQX4fhs0dwxaNO1Bf+Svmq7cYBndoqUlf4bfGHaMQ19WooVWEO6SaLC93dGKNSmWF1qiELJBFB0sthEzFZ9G7RKvKD/0tCSojgEksvBgLhb8QtImEj+u3NUVW+12T74Hnk31FiUYtixIaDanW9/0OFW0w1QpBKdYaVpqeFnkm1IjjETXeW6m2QGonieTZuX5rdTWaSH2gXi2Af1ZFQ8AnSGcDns+ouINHJYfNHdhP/opViTt80SuNO1xSZe5oB3CHpKfjjqjEGhVFeI0KgJDvZ4vjJGCSRi3Rw/koWj7aJZTMiv6WjA4uRQYbaWEp+qlwESv2W1sIS1u8SXsxtdC57eU7bqgniBNfGKvIb5fw5ywdJXn5HaYr1MsP0tMSz8TVR5fOS/cgHU9D3yiu3/xv3zvjwxEgzMsvpbPKb1435LqHQXGHhF2R32W4wyVV4Q5X/9cid8QalQkSWqOi5vvrpvXJ0wj0ncCfmneEouXKy1jbkqTg90K5x4OCh9HDef8Ni7yueDV1h/evLKZFQ/XSIltmlMHuJ70fHx3w+puyQr1RLqGLY1GxvPz6ADzNgN8uffF5oNqhuD0k7+8TfO9810KRxipN5135+35+89kqUgqS6+tq4A4qVeEOqZ+rnjs0va7JejruiEo0VBShNSpqvp/mS0mO36XUZVeUlBaWwn+L/Mb7kITrd1jqgbdR8sm0BoJtX2y15Rxpm+VOO/Z2SaR+Svej0RXHuSjW9Dyal+Qjl5DB1MCH/dbWTunnt+s+NJ3XHhMeh+dG3JCbi6Qi+DRfLqGLYwHIa2QUrUUpXK8icIfUl9XAHe7+R+6g5xkqd2i62Zb1NEZUKipajUrIb5eX6CPyEMcnARAHEhraXeEvekDMsoylbrdRPBnHb9esKp+H5ZKyHigV/kKvCFjzNiG+q49cXE+LekPYzvIua4qXFPJbiQQUuZ9QDxSFL6lOBydK2rzoN0SKePl8bOg3GtUPd/hSb5E7IncAFOQOYXJEyEyqcUdUYo2KIlqNSpHfVGqJnSNMIYx8OikY8/ob5HetlkAttT2dFLovJW+Tna+WWOui+PKarnEB78fI5Qf+5p9q9/4mOWe8riQalr77zTz1Tr7OQTtNMzy58DbGsT2MfVjSwdQ3LFD8OgSTfutSfM+KCr8frvO++gkNYzxvrZaI62oYukx+h6x7wfsUUhJQpv5kEL+Ne47cEbljUNzRFriDYcU/TBhrVCosWo2KauWLnml+Pp+HoXmgeJxrCWYj3MhmavA22fmE0GKopS5Z/aKX7/JquAUvYalgnJ1fiV5pWIaGzrnHIxV7cpy19lpaQsPS5ezhPuoV4ja65gH2L2QGhLcmQLgWQPE0BPdANcyovqMYIfHA9yCkTyFYO2tOCuhsUe4o0u+1zB1mvYrM1eI5VyF3uKI8BnckNndIdSm0fQKxRqWSotWodDrKbyHHRxWMK7bkgRp/l+hzAuGV45KEkgvtK/6kGFBLXc05k+30ex1W7lTYTqMIkpeiYekjnyLSaoeFabn4yIU/PsnYlWoauvnkjh9vljrx1gQo9RNlibyMhKZ4uLiwBPB7+QCempMCOluUO1z9jtwhb9e4WjznKuCOIu+YxJmajlv1U51Yo1JZEWtUQqz8AXug1BL2FWM1lO3GOYSiRNyv6bkr/5yQc/ssdfF3TVg51ZPLl86v9Y+255Ky/UGYkX42lO3yd0lMvEL7SvUmu++a7IU7Zz2U3I6i5fZ93jzve13AWvst3a+6BoV0nAdrl5dPr5l55Jo374pGleQOo5+RO4J0VqsnFN+bVcAdPkNc2hc0M0qI+CUw3ohKkqb92Ibjl4MHD8LGjRthYWEBNmzYMLDzvuy6O+Dx+UV1P61dCfm9mqSW2C90CAYJhBdX8vZFMJb6txpk2DrnOo923tWANb0HTef438PAmZ+z6PsyCTIq7ij7rqwGfZZkENwxN9uEe68+f6D9Ch2/Y0RFkUt2neL5gJhsnUvel0tcVvC4ReublNLS8vEZHvXi6wt4PVnFA9WIZhKxNtt4vPxAnZPEG72qhXmgkyiSPhfx8ouKjzu0iJB9nlKXH4mMmztCalrWPHcoUb4qSpz145AjZ5qwvNLOvzBayyu3aX6T/qZFVSHii2c1a4lV/a19PVb7Amp2HNlGf2vi8nxc9yviwYsje/fEfzfqNVhpd9TzGSs5ejDm3pHWHJ9rYfzoPQjbpeelSUhc06dn/Py++2rW8y8xF3l+koRGAwwsNfyA4e7ofzaDRTgvF94nyXtuC7gWwlq5lyLcgf/6IjY+nRH1dhVzB33uItYj4g4fZpXhjraMjXFfvf6tdFI499RN/gsNSaKhoog2PbmscMVH0vSdkU+nA4DCU0xpIZU0FdI3qOR98XQ2UGjf+G863bBf8U0xRBGX7Q7Br+PeLj0vta+QH+MbTEPFd19Y1Ffm9LxfvunJeZ/yvqn4Eb309V98Rh25z7xPg9LnBPKBwDX1uKyU5Y4MPwWz1cYdvnesiPTDHT7MRsUd/aQnaXFtz1aKxbRVFGN6slBkpBZPCYVRAHrBW/Y3+U2LBKWQe1DBHmnjC13z4juU0Ep+Lw7C75QcqxUW+goo8Xr8RcY/+TuqFSX6+uILUWvFrRQfqcCa9jX7m22geqPhYBSo1gUstULOej5FUyqQlJ4nCseSPwOj3+K5/cWS2XNxFZ86UlSuPkn7AcD4Gm12/4LOUUwaxv35f/u4g+tI1biDvi8Npc+D5g76LHy6oHGHdI1hcIeki+PgjjZ/B124MsyqNj05FtM6BAtqQ4uPXPs0izx0/zglAd3Lp/vKFGwVPSak+ItjyftfJSmqF6PA0nVeDUuXjlRFQvViFLhG7ihXLD8s/KX+Sf2vkvieexEdC8Fp69wsfPXKVw7uBiAW0/Yt+fRkZYlmjwXNZZjrTAxbXF6+8XErLWIieHBFPGvfVNGiHmiVhPc11DMt5MEpzygUV9oudJ2JKuoz75Pm5eN2EVcJM0fEKpQ7pPcl60/kjmJ8EblD3F+IO1gkMIG44FslBWtUjMVvOvKCQagfdMEmnmcPIXIpRB4SCg1NkfjSBYqN5XwhfIvdaQuMJdLx2m/tvOxcUv+k/gMUS6P4nkWZ56blnX2Dqev+rQ+xCfhpv0PPW5TI8wGm+69Xh4vouAd3fm1NtMFUxFXCrKMsQqb9FjCW3pdBcoeolz6+UNqOgzsK8cUq4g4Xd3MZKHd0zN8pxBqVSoq6hL7LmyKWKiqTjyT5i8uXTW4RgmsZZNfb3/Yvjy21pbMbtKWaQ8lHwsLwgOoO/IjXFLJUtuWBkn1a/6T70bBy4aI9izLPjYedQ/XE51lKXlPIb8mzAnouRpwoPm8+J8fuv14dLqLjHtz5tX19RJEwRlF1vICXH/6+uPtdhDtEvfTxhdJ2HNyh8u0q5w4Xd0t9k4TXIBaqCatXo0YlGiqKqEvou7wpYVlmX9V1lSuEfORjWeoEC8MD6jjwoxEXBUvpvK5rav31DVjjFJ8eWDNhFA9S8ppCfkueVVt4Rhonal5elYR3UeuzhHHbp+MFvPzQ9yVyR8Ay+JE7vHqAfQ/mjo6NXwoxolJJEZfQlzzQYE/JPD8P6xYNkUthxlLhX0dagveZvxCFLXUx4uSYJeE4Xr6mu7/a/fkwkvDvN/zLnzd2VSNMp74JEY+QGhXp+ND6CY61NKj6MArVxyLpTxf+rlkR4v3WA/S1RCTLdZ3IHTKuUpRllNyR3W9BjCrHHTxCJeFSs59FAuONqMR1VBTR1lGRPFtUMGqR8naSh0GJkrfzrSehzsnn8/Cl/nnWrcC/XVMMU5AtdbyW77rgOcZ3vHRNPjOFcw3eT9Az9K3nofyWnovrOhK5UIxcGHcCr6X1VTpeum/XdWi/uY77MCqjN2XeC9c7SLdZ99sJ11dfX524kutE7nC/JyF8MQzuyM5REKNRckeSyOsE9dXXTlxHpdIiraMiek2BOdAQD5S2U2sFAvPjTm878Nyape7yhsI9GI83GpqzFq7jm5ni6nfoPRWKQgjH8HYompcf2lffs/XVWDijgsK5UUqtMxGqN4KHV+bcPq/ZiaunXsLn8Xv7GnBulLXOHWIkKpST+fsYyB383qvIHVq6TeqPFCF08XACMaJSSbnw7O1GVAVA8SocHpC0D4VGagCoNd39ly5pTIu0UDrCNt/+oudGGZilXsQbFbALvU5o/6V7duKmYB16Hlc7FK4XrnsXcdU8tKK4Su2UqIjkgRbFM1Rf+zkPx5oOpil4cA3FqE/PPnJHOYyCOTkwyiX136eH4+YOLUIoYQeOfRqWMaJSQZHWUZG8CnzuPk+QE7mvUK5Kolrqwv35cvkoZTxsqWbAaMc8Dq3/VRauF677C9ZDJeLiOreIf4AHOoliefl9vN/eepPIHd1/A7nDqf991sStNu7QDHEfdthOjWDWxx9RiYaKItI6KtSzLLv+BOf1XHG6/4qFVHWqOEJ7DCMK7XzFXnVHO/7SorjuD0Wb7dN24dXxzF7p2LOqjHaemSku7JzbNFwDnlMo/hxryRO01pQI1cNO8fUqRPwd639wKaq7obgW1V1pHxfLy+/j/dbWToncYd5DKHc49b8TPvOt6Lm5rDruEPCSng3ilUKMqMBHPvIReO5znwszMzOwc+dO+Kd/+qdxd0lcR0XymlBJfBEAbMc9UCncZ82rb+trQ7QIGfrWQpC2tR3tNG/IhYMvl1x3tasVP5+Iv8c7CsXGhX/ocwrFXwo5GzgQgkIJ9ZR8UZF+zqcNTEV1NxTXoror7UPhRB862yRU/0vpbuQOo10o/pE7chHrgArqLm+XwBqPqHzmM5+Byy67DK6++mr4l3/5F3jBC14Au3fvhu9973tj7Ze0jorkNYnWq8Oj0ryjSRDrXoX7Ez0b0g5c7UKjLD78Pd5RlUXTk9D1TbxRKQHjfs7H+ztJItVBqF5mx72mR7CXH7mj+28gd4TiH7nDwR0ldJe3S2GNR1Q+/OEPwzve8Q64+OKL4XnPex589KMfhXXr1sHHP/7xsfZLWkfF5QEVjRRwq1cKBw4kpOgKiweeg9+3ZKmH5jwHgV3Rc/R736PEP2RWRGH8PTM6vPizPrr28ShFP9gNG/8gjAXddXqqNbeXH7kjDLui+EfuCKu1Kot/Amv468mHDx+GdevWwf/5P/8HXv/612fbL7roIpifn4ebb77ZOmZ5eRmWl5ezvw8ePAjbtm0b+NeT8cvJUaJEiRIlylqXudkm3Hv1+QM950R8Pfk///M/od1uw/HHH29sP/744+HAgQPiMddeey1s3Lgx+2/btm1D6dslu06ZiGXBo0SJEiVKlNUsY0/9FJWrrroKFhYWsv8ee+yxoV3ryJlm8ap4V5V9wX3O0N8Arl30HKXCmbH/Azt/6TCx1NcBnMN7/go9e+cS/hV59pE7Rtf/ScKuCv1PAODcUzfBuGSsC74de+yxUK/X4cknnzS2P/nkk7B582bxmOnpaZienh563/hib+rS40LRI29Xdp93OfMhnN91jqLHxf4P9vzGvgJLbKuLOvV5Du/5K/TsnUv4V+TZR+4YXf8nCbsq9H9NF9NOTU3Bjh074Pbbb8+2dToduP322+Gcc84ZY8/c05Mzq5NYpyjNWrHFdVzHhRaZlb126Dn6Pa5q/ZfaVqX/QdcOXEBvEOeQiu5c5xgkdsPGf5zX7uccvG3R/oeeY61xR1mdqVr/h/HuJbDGl9C/7LLL4KKLLoIf//Efh5e85CXwR3/0R3Do0CG4+OKLx901eHapJX4gDv8ts1Q1t1iN5ZyVj6j18yE2pycceA48TlpK2nXfrvvvB7vQc6SsvQvzquDPr+3DpDT+gecIPW9ZD26c+l9l3XWdg99rUexC9X+tcQc9jvd/1XBHH/jf9cBTMC4Zu6Hyxje+EZ566il473vfCwcOHIAXvvCF8IUvfMEqsB213HDnQ0NdqhpPXUu6SoF/o7XbTtNsX62WQC2FbD571i4BaLdJuySBWiK0c5wPWD/oOehv2udJEdpfEYcSeA0b/0nDGIX3H/9GoThI2IXiVUZ3tXeN93GSJFTXwLHPh1c/3KFhPikyKO6QzhG5o7hUopj2137t12Dfvn2wvLwMX//612Hnzp3j7lKW+plt1gda/IXCLWRqgVsL8bTDlj0PXkStbS8eJp2D/qYSikM9cJsLQ3WbVAjKtlEps2T/OPDnA2fhwjgPNtJ+5/k8zxiFe2KSB2oszsWwC8WrjO7q75pxC8H6F4qNuH8A3KHdn3cxP4f+D5o7eCQFZa1xR6j+D5s7yhaQ47YE1nAxbdVFS/3Q8FlQmFFx2ySLWbKmQz3QZq/qqVTUwNOOSigOUmixaKi2n21U+oqeeHB1eZJGO+Hc9aSLieYN9ZPSkbb1E2b36TMKxRXvr2897On/oM4tST/pAxFraf+IuSP0/R40d/A+FcVhErkDhH2Sjo6DO6z0VqAextRPxWVYqR+q1CtE6STPsmj+3vfZeemY0HYA9uflqy4U62AcpCp6D67OXDJtJ5wbhf/NyW+ShOsNwAD0sGMf08+5J1HKcEfo+z1o7uAwrwXuaAv7UDS+iNwRJpVI/VRR8tRPrXBIsS5sQ6HBCWqdl56VQfti9MtRMZ7Ix7jaAdhE40wjeMLehcKyjmOkc6NwLyfoY3C1sAp+2s73XIzjef9rcmifh8zVEHhAGseHYei5fSHyrO/0fgsuJ+/V8cCl0n3tAOzBtJ/3O1RfI3fY9zcK7gg9N0oZ7gjVvVFzh5Qyc66dIrRLYLypn2ioKOL8KKGWs+xtM/KSLBcpGbq+HKgzz6zk7105eiM3LdRf0HYr5I3l74Sz1qDj6avQP1/u1nlPbbuehvZ3ReiP9DxD6ydou77qWoR+A4DlLav6ENpX4XfRc1Mdd3lsvj6E9rWQ3jjuSWoHIOmz53wB73epuo/IHSZGQ+CO0HNLEsodobo3au4Q62RC+bATP0pYaXF9lFDzRFBBRO+jqAdaFz6aJVjQ2jGiBS5Z+vUwix7AttSlfod6dfR3XcQr0HNW+sr7a5wjBBfPPRkfRPM8F/V4pd9UMADg9eoc91QKV+2jZQH67PQMJX3z6KWl14HPxeqPx8sfSL8VHe/n3IPgDqDtBG9+tXOHiKuDOwBsA7Eq3CFdh/Y3+zs7tmBfhfEtgTW+jkpVBVempZLlLAnDSUVJNLeJ4srP+nLG9Fri/HvhGKmuRcy1SrnpdmopPYCjMK5jY+Argiuy33kdAX+tvwBybr9MLl7LH0vPxXd8SHSin6LaUrgGbnP2uUS9j9TO0utAXKV2VHjdhEunyhQfhupraGGpq88+7pB4YS1xh/h8HNwB0B3oqYFVFe6QriP1tyhP+Ma3cRbTxoiKIuP4KKHP2wrynOuJtT3Y0vd4GKtBJCwkXMDTruxzMa7vcpVXgRSK1ATWpfiimb7oBJVJKu5E0fpcLlITucMlmuMzbu6g7Vz9XU0SDRWHHDljFtOKBVuB89El4fvE3GRHzm1SS9vI3XZSa3toPtVX56H1X7pfaZ/2W8JS3O85pgjWvroIMa+r5HiLPBcp56z1UdpXBhftdz9FoSEi5fZVLHg7pSZBq6uQ3hd6zZUCLF5U30J0fNzcoepl5I7gvqKMmztoO62PUv+Lrp1Cj0kgrqNSSZFSP8GhXNLOUaMlzuwAKL/+gfZbOpd4XnIMvydJXOFDXyjcG3IsEaYM6SuK7/6LrH9QBFfpWaBQfcB2fF+/4dsyy49L+xPQPWfcJ92/hIWo167fib2miqrjte49p6xvrn4X1bcQHV/r3MH1OXLHGLijTPoypn6qLYNK/Uj6nyj7Wh4PiCqSaJ0rvyXPUjxv25wVAVDM0xi3FPJADa+mu60jbHN6oMpv13nps+BY07+04sOqSFIE67ZbLxGGlY7igSozJnzvS6tjR61c/XbtG4esJu6wB3v5nsclkTuqLdFQcYiY+gkMsXPlpn+69uVt8mtqOVAAPWfPc/wo1LNynTdrX8Sr09IKUvjWk4LwhnrJtjJ9pZKFnMk5U2O//Sys3wKI0nmldhL8qbKvpmHlSt14dFTD3YU195apuGo/JP2j+7y6LPSFb3cRcxHPOTiFoOm4T4cjd2RShDtUvojcYVzfyR2BuohtE4ipn0oKpn5olb1Yje2ZAYRCK7I5keO+WmKH36TQHBV+fVpNnm0XDtTOi33Af6nS87NYXp03reCZ1dTRV2/kfZXuSfNAU7KP359xTmWElZ9FKt4jFTEsTX5jH3i1vtF/tk8Mz5LfCdkmzSwQZ+KQWR6hWFP8eN9xH747zVoiepuSZFizPkvvm3Gc8u7htfNwvG6s8H2hKQRDrwN+R+7ojztoPzS+iNwRxh30OiJf9LBMIa6jUknBlWmnGjWxGr7ojA2XB4r7Qs+otdOs8yKiDT6DCIsXWc+DVsb3d03z75QRTOnzKp49QPHn6AqLF+2nsUYG/S3gmnltyqwYl9B+8S7iPjpIlxHqdWoDiU/shc9cbYv2D/91zJ6J3DFw7sj4QllfJ3KHvM/bLweWCcR1VCor/KOEWpERWrdY+KRZySjabjpg4/Wyc5NtDfKbeqv8us16Ai1SdIjtxXMn3Xvi3pCvz1Skvmr9K1LEhZi0OqmBscs7RuGODveO6PloBID2P/vdw9PZP4Kl7zlqXQ/BWjo37ZeGdchHBg29SXRv0Sdcl7x6yN4fSW+M94C0byq/+fMuI5rO+aJbIc8gcgfDIaB/YrRhDNwhYTDR3CHxdEWKaaOhokiRjxKiEUtDZihFQs05ARZYMKiTqjMZ6HRD10Jj0gJPg+p/WW+aC50GqS2UxhfDcvVVembe8L0CRAL5y60tqCU9R8kbCsfaPvcgJIGcnLheFH2S3AMNSYX4CthDUlqSjpRRQ7xnl871K5E79P6PkjtconGHhMFa5o5hSkz9KCJ9lFAv0tIL+YoUaWHYLvOOAkKbzXqSeUm8CEpdYKhA6F96IXz7tMW6xKJPZf0D616E37zL1EjRQuRcKB51AQ/tN72XhnK/oQs3oRTRFepB02dbpKhTKqpr1LX+633j+/BPfp/edB/TWdrP2aaegnWlBPg7xW+DGgfSQJv1i+HQD9ZNqc81obg4csfIuEPrp9RXq89aim+SuEMrpq3HYtrKizP1o/zuEEs1hbAiLX5s9m9Ht869v7X2HkudRyS4NR7yQqgh2ZLhW+0cRYmc3oeEB71GSJFe2d/8OWd97v2bgGDwsn2l0w4ln4crusjvgxfx0TVgRI88QGcXW/4lyKX3RqqXSAU9cO3zpikHgTvZtha4Q9s3SdwhYTCx3KEU7VYl9RMjKooUSf1IUmSdCc2TC50+6P2ttRc8Oy6aNS7dXh9wlRKNyKV9GjHhZtWz5x5ZgemG2vbQ5y/JuNb66McDlTCWPHJLT4mXOtuse/GW3httQJf67to3Shk0d1D8pxr1sXOHb98oJHLHZEk0VBQpkvqhv1Eo6XHlkaYYUqHehW/p8FYn4LfWvm0v3MT7rBkmLqUvkmoIWepdC/FKwvvFyUcbVEMWGHO2CWnf2+6bFSF5pry/KINKQYjPhlzYldPX0hC85qLIMuytjrmk++GVthfv7Jxtezn3PK3n7rvZX/PvYWA9Cu6gOr7Yao+dO+g+LgPnizXOHVJ/UdR0WQVTP9FQUeTCs7fD+ukGLLY6xotKV2dsCb8l4cplE3j3X/5iqBZ2SP7Ztb1m//YROH8hXAOXhg0lOhqizl5I5Tdd9dKHtZSGcN2X5IE6p5sW2U7PKXig2DXeZ64frsFUwzp4lVfhWCk0LInmgeJh2qwJVTcdv6caNf35CL95n7Tpya7BlEuIXrt+j4s7Mh13RaZGyB0u0bApwheRO8KkpeC00raxTCGuo1JJuemefXBoeQVmmzXjRXVTtywaaXKxjQHFwtYGodDtbfu3LxQbEhYPeUms0L/yQvrWdNC8I83rQeH3JUav+GCjDUi+7UoUDEUjcG2AB+gSlMsrpMcUGdjLiG8A0gZVVTcdv7nD4PtdlMD7CYuHhvXHxR00eqVGpiaAOwAC0+EendZ2r0buMI6BEtxRyyMq41xHJRoqiuDKtIutjmGRo0hhSZRQzgt9MVzkZ3maRS14xVLX+qj1FcB+SZq1/Lp4HctrbyveT+9kUjgSwIwY+Pol3YfogfbjaWrev+ANaX0NsRlSAIu0srA4M94071/zMEND5Fr/ffu9xqmjNoI7DKH1KmX7KglPS6CE4Bu5Q+8rQBh3ALj5gv6mgzLnDi1CGblD4I52HlGJxbQVFN9HCaWwJEqok6qFElFED5T9tjzNghb8SkdWXN6HoveG50eDg18nVFYEIgLwF98VvQ81VVJiu/FMAnL52T2Vg8hI1fjSNZokIBs2AP5n7iNyq58h9VZs++GVjvoOyB6/ee2ig6m0nxseZYMwkTv80i93pBC5I0QGwR2jkGioOMT1UUKXuIohAYpXl7tC90bOuUi+n83LD+271kcfKinIHnuzZq6Rwff5Xh3tuj4iV+snStRDhD4TXx9DB9OQ2WgcR9/vhkOvQwdFFK0okfZt2DUq2rV9tVZFBoBGAXxXC3e4Ulnj4A4Xp0TuKM4dXezymWFVKaaN66gogqkfKtzibNYS0QqtJSYBSmRorN8A5toI/PhWR59f30nbxdZI6KSw2La9Qbwmv7brhaC7kkQmIno+KQzOLXntN++Xdl2OpXYfeL46exYr7VT8KFeR39oz4dfWsOT6IekP39asJdCo12Cx1c76gVL0N5dQLLX+8mdEr1VEZ0Ow58Kv7cPSV29BRdNn32+AyeUOaW2ZcXKH9jtyR+8cgdxhRlPb2b64jkrFxZf6AbDzfShFLXKfB9o9R+4tmHlmsi4C8SpcvyVvA5U31FIPnQU0qGhi6Pk1LDXykbyj4HqIwOfAxYdlGc+0mx5p2ztKiKb2od68FnHh5y2ivyHPROpr0YiJpu/8vP1KFbijHx4x70Xue+SOyeGOQen1sCQaKg7JUj8kLUHDYtp7VJbIudB2aPHyfKixLkLIuivtbh4Uha8vUZZctKg2bnfN03elfrSiQ+26vn5x8sH91CilBdSh6x/w50Dz41pfQvsc6uXjdl6IKIVys3bCb21GQVEi5/fDj291wvU3pEYF74Neq6xh4sMgON1TYe4owyMU68gd3X9XA3doeo2lDwnE1E8lRUv90LAY9RQlBcDtoaFEFL5Es3Es5KG6WpLAVCOBlU4K7Xb+9U3pd6Neg5V2xyAaei2pT0VCiFr+mU7hQ+G/+1nyOhRLFB7u1bwjALBwq9USqKUg/p6qJbDSTqGdml99Na6t9MmHJR0AXHrGw+T4WwvlalgX8UBDQud4nPS+JND1+BE3ABB/N+pJtr5DLUmglkD2u53SvqfiNVE0LH0pIr69TGqtatxBMXTxSOSOrhTlDg3DyeKO/O+Y+qmghKR+UCTvq1lLrALFUA80207ORUOuNJ+42Orknw/vpOrvxVbbUDrubfAuFA0hapa6tr2ohJ6/qAeasnYcZ4qbazpkyDR29R4c5OK6F5R+1gCRRLsOAGTeFUC4B8r3U+8tBXm2Ef/N8eVYc4x9fenXyx+UjJM7QnlkrXCH730ryh0ahquZO4Yl0VBxCKZ+fDN/JO9LWufDFzoPWSBrEJJA/kJoCu1bHVV7IUDZ7q7Qr5v7hFCudl6+PdRw0QayQedruwVyppfP+6Jh6cs/o/DzevFVfqO4Zrp00lQ1Bnz1E2mmz/m5BiUcY37qooaJpgP8vFn6QdXtyB1V5w7cx2udInfk+CYQUz+VFCn1A+CeHUGFejQrndQIr6Fo1e4oPKzHQ+CoUPibhhfFtknXgm+Q4/jli4bMG/UEILVxcc30cKYmlHbaeREXvLesHbhD59r9GZiSe5PwbNS7z7bVTq3jGrXEWIoawH6eErlI6YcEulNhNd3j5y2DrxEqF69iizRQdZT+02eB7Wj6QdJf7Jes23bbdpqqsyJ86Qf7XhLDKNOw8aUffPosSeSO0XEH1RdqgA2bO7J2fF+FuSOmfiooRVI/ALq17vJAfbyF+7Ppaql7KXG+PHbIgk79Wuq0+KvIvRURV7oBADJjIWtf94fOtWfhWpiJ43l4JQ+XuxZuyp+feU2N6FHos3BFHwbpxfmE1kCEeqBaZMWnvyb27aC2WiTFl36oER3DawxQhZ0SuaPYvRURH3dIEbJRcIe6mOEq5o5+JBoqDslTP/TT6HJbLddHVUQLlaJohXB5yNE9TZN/wp23pfs11fWRC7XUfefi53VW7jvC4yueQYPv494IQIHQfu9fC8+aG0++/Dttq11bIxepj67754MsPZcv9UOxd/WFb+ceqNTHEA+0EJ41f1uNwH3ph1ZbNwrAsd2V3uHYR+7I20XumCzuSCCmfiopWupHs/Z929EDpTMUtDBkLTFzitwDpV6S6TG12eJB+n4tFB5iqWM7zVJPQBi0AMRpd67QOT3Wd366PQV7QS1pzQN6PygdDc92ai5+JeCttdVmRfBr2+3y9IPLy2zxmyPtfeFxLSQcOlOChrFR6HPo3keu1ybW5fB0taX9anX0VBBKQ+h/6L3jcaGpicgdk8EdAF0jaKVnvEbu6EpM/VRQiqZ+BuGB8nAtbcc9kK5VXmNeUF232pmlzmWQlnqIh9iPhKzzoX18K9/fO4adw/JADS/eh3dNfE50kATwh3MzL79TzssfhGjPim+XCj+1NIulWzXdk/Qtoc+fDV0cK4H8XfMV1bY6dvoh9N4HJcPmDgApghK5w7W943j3IneMXmJExSFHzjRheaUNAIm4jgCVYA9UKCDjVj5ay7QIKs93Qu/fFBZbjuWXPVa90adaAjjn39f/EEvdl2MWi8k6dlGqJoPwQLPtyjlkr9KHd2p5nfQ+8Hlyb2jQXj4VXyGfr8BzmNEr/Mot/i6yhD59Njy8j4WF0v3x223Wk8yr9N2rS/BariJVTYbNHQAmRpE7/Nspf6xt7ujq70onHWvqZygRlUceeQTe9ra3wUknnQSzs7NwyimnwNVXXw2HDx822iRJYv13zz33DKNLhQVTP4utjrWOgCR8r+b5SDlQV7GharWLec98lUbR61TcCfrVWX6dIpb6bLPWMxLEy2RCw+WtjrCGgwfrHjfCbLOu9lnzQEO9o25b/sEw0+Pnn2SneEve5CC8fN5P3wCa4dux8ZX0i0tDyGHzPvPoFV+xNDtGOI/u8ds1E9oH37QBg/arpvSp07Hb8D67PtiIouFbFe5AgxIgcoeLO+h1Infk+pvCeFM/Q4mofOc734FOpwN/9md/Bj/yIz8C999/P7zjHe+AQ4cOwfXXX2+0/eIXvwhnnHFG9vcxxxwzjC4Vlkt2nQJX33y/Ov9c87JmmzVYanWcq3ZyT48qPG+jTTuT85661ym9wFleu5avlEj7S0WaSshfmmxpfgdmrqlyVOjUTC5p2r0EfoBP649WP0GFeqC8Lf9teEncy7eeh3kdycvH5215+UIbeh5IAWaaNeNTCPT+/Ojm0iARBUmQsF06a68Oa/6LQvWMf9DNPLdeM+H6ACGeM9NrwYOXZvt0lFoE1MEQfS0iw+YO7DuArM+D5A7t/qgMgjuKiIs7EgDoQOSOQXDHKGUohsqrX/1qePWrX539ffLJJ8PevXvhhhtusAyVY445BjZv3jyMbvQtmPrhnkwCOsGjAmhFUABy/UQnNefC81SPpERTjZqxrHj37053KWacj9+xPR56HwByQRXfQsP0vA3vm2s7t/a1dQMkouFk7NsunYP/TcOsrpok3k8Nb04AnFAMPeo9b076PBLQNvZ1/5WIBgCyNA+9Tx4up/0wpnUrBC89N+xzSs7Fn4Mr1eOwjVRsMQXb5i8XOyd/h3h/aV/591Rof12DnWRwu9JsxrECdzRrCSy1Ol38+uQO3vdhcgfdjYPkMLiDXhexL8IdeGytlhhpqknlDtShUXHHqkz9SLKwsABHH320tf21r30tHHfccfDyl78cPve5z3nPs7y8DAcPHjT+G4bQ1A8nJE5wzbo+xQvFWH+C7dSKDel5pPUgeEifL9NMw6L0WB6apYKnlyz1lLXJjlFeUiltIJGYhjHvlxaCd63ayacrusK1dICl/0r91PAGdg5tHQ/aF8nL1wZ0KSzcJCzZagsDRccMl2sRAs04BLCfh+SBautPGMf1/sWm2HX6nDRsfUu5h+g1SqNmT2X1TWGm26X1P1xpNnqsNPhT7AfBHVT3R8Ud2voqg+IOvO4K76eHO+h2jv0kckdC7mNU3JHCGpj18+CDD8Kf/MmfwK/8yq9k24444gj4gz/4A/jsZz8Lt9xyC7z85S+H17/+9V5j5dprr4WNGzdm/23btm0ofS4y64dboQB6RTh9WfgggG2o8nAiCuySKPwcEqE0GPnnxxIvxNqXn5cPOA7HuZCkANYgpd1HyOwfbCOdRztvEeHnoN3IawF6+9gxrjU9xEHTFZ4oICHGoWa4uFIkzVpi6DQ9jxYpCBE+MHJs6JobXIrk8kMM7n6Fnm9Q3IH3Nyru0Nb+GDR39Iv9JHMHgGlkF+EOyRAfFHcMW5I0DWeIK6+8En7/93/f2ebb3/42nH766dnfjz/+OPzUT/0U7Nq1C/7n//yfzmPf8pa3wMMPPwz/9//+X7XN8vIyLC8vZ38fPHgQtm3bBgsLC7Bhw4bAO/HLTffsg+tv3QvLK+0sJBsqCdjhXQzjoWC1vNaGt8/z7t1/pTAzr4Bv1GsAkJKQY/dYnstH4XUDVFx5X3oe3m+f8PsIFXodLV8uPQcu9J41fLCPmHqQws5aeoX3LeQZa/cJYK7vECpocPD+lHlWAPqsE20WkaRXlj7TJccFbBu9AdiY4dF7f/i5fNfmfQ15Dj6R9NH1zrjOE7kjTAbBHVr/Bs0dLmxHxR2+7S6Zbdbgty94Hlx49vaCR7rl4MGDsHHjRu/4XahG5fLLL4e3vvWtzjYnn3xy9nv//v3wile8Al760pfCn//5n3vPv3PnTrjtttucbaanp2F6ejqov/0Ipn56/GmI70FzzycV2rtyoNKAwCMrvgI4WpBIQ8cA+lx8+u0Vfq9Svp+24fegCR00sd9Srr/IipKSB9pJ5efA29CcNXaD4yUWcwoFidJvqUrfN3WWkiQnJhdxUjxoqxRk79pHxFzE1FBCdVM+l6RX3ANtOYsLc103MO6Y55C8fAAQa1q4ly8VrHNddUmD6Cw2d9VZaRK5Q5dhcEf3XswoxLC4A6/FsR0Vd6A0HBhp+nl4Ra5rGZUUMlQ2bdoEmzaFFdQ8/vjj8IpXvAJ27NgBN954I9Rq/izTvffeCyeccEKRLg1NLtl1Clx/6144dHjFKr4qMnNF83xSyBWOeyNUWVH4i9QtyOp6E+3U/riVtB+S7noHmqWOMzyocBIHkPOinXaY4tNBU5MiBJ+APetEGi/5fWQFl71CP5GICPnKeOdrZNC2dNDQCIUOlNwLSwGMabMA+gfcJJGISBrYQgpp+TG8LSVIfA5cv1zFhhpuBra1BKZqCdCIFh+YNWNEj+Toa3rQ56DpqjRocpF0OHKH+beLO7gMmjtoH5Djh8UdnEeoLo+aO1z6pxkx7bTrvA86ohIqQ5n18/jjj8OuXbtg+/btcP3118NTT+VFODjD5y/+4i9gamoKXvSiFwEAwF//9V/Dxz/+cW96aFRy4dnbrWX0E7CndrkIPtQDtcmUKrZJDHRGg39RoVT0QK0QoWCp4wsoeZfcUnd55VzxXeFLSsS8neb9I0ny4wH0AZWTvToFvBPmdfK29HgUHn6XpsUqY3n3XO3wT8i3OinMNuuw1Gpb+jerTE2UvhSsieqBkudAhRoTLiOmo2FLIiy8rfSO5eQte/l4XZQyXn4KegRJwjhyR3HuyK4BMif0yx0o1OAYFnf4ptpPAnfs2H5U4FkGL0MxVG677TZ48MEH4cEHH4TnPOc5xj5aEvP+978f9u3bB41GA04//XT4zGc+Az/3cz83jC6Vkh3bj4LH5xcBICcfTkAugvcpfYgHyomBviQotIYCIM3yoZKlToUTijS1zbDUGTFL6wdwoYqPRgvKlrkZeHx+Sf0bcdPm/VORQt7SgCqRPSciKvQZAoA1XZbmmlGkfHGHEYo0LZZ6+ZSAOMlrMjfbnU6PM2QAdMMEBZ8NJT+vB+pZtZNv4oaqdb6eR6t6/PW8yBu3Ub3URPLypfZlIoQJaWfrp3nVSeGObLosi7CMizvwOjPNOgCksETwWw3cQfHWIlb8GgDh3EHvz4dzCHfs2feM8xzDlELFtFWU0GKcMvKy6+6wDBWUjOATc1CRwJSKrqhIx3Er2qVseH7+r6tPUtGWL/zfFDwT7fx0gNXa8rA1/5u39y3kxLe7Cvyop5XdvyO9Qs/vwpsLPjf+PH19p+208/PjZps1mG7UjSigpLd0sSvuCc80a871M7RrS/pJ24TgQIXecyjOAPlA3U5lL58f49JP8Tq9gYYW2PPz2JiPjju09zqUO+i2yB3yvQySO1zXGgR3aOcP4w6TK177gi3wx296kd3RPiR0/I4fJXSIGeoyvaSVdsf2fJVEPF1+2uWB0ul5lhUteIf0/N0lxuvW0tcacXTSPApAQ8LUi6CSgFlcxqfHSfdkeVEMn80bZ5x/8/ahHigeJb38eF8p2GsRtNqpGs5PgazbUWN4Oz7WxtMhlEBcGNJu8LUzUBps/Z7FVgcOLa8IveB3kguNcKUAsMTWz6B40m3Ss+FCu404cL3WxFiCvOb+KB6en6dD6KAhvZuSl69NZ86u006tWYC+uolRcEfWv05q6Vwod+Tr0nS3DYM7UFzcNBDuqFWfOyjeXAbFHXh+foUw7jBPNM6ISjRUHGIucKMTfOZhKCY4JQr6UvC1JUSyr9FvRoDxLz0/huz4ty+yPtb5OfRvpQDYyt4g/U3BXWRI+87PQWU/CdVKf/P2/Au5klCvSVpMzGco8rUgjAWRevdMFyCTFpziz6lZS0Rjgz/vZk1eH0HVq952en/2c2F6y861Za44wbeEiEtRsje/hZIfa1yD4S3N8MBjXOt4aAMlHyCkWSQos82cKvmgyTG016YYPndI70NR7qDFlkYtzQC5g16Xy0C5o24ObdSQqQp3SMWtg+YOPL/1DgdxhynjrFGJhkqw6OTEyZySGgp/0aTwOiUAFGqphxROaT3nC0W1OvaCVz5lp/3VVJri0mqnIhYoHBPXx99mmzXj+nxwkPpFPesQsqeLlmX3XaAQDYUP1NKH27SBkj8TCROKKfc+tRU9Ufj5DyzYeX16H7SPUmQFhdYquMi+Q54Jz/MXXfSNevbmb7OdNFDS9pLIPm5XVtqpcU8UQwCJ8IfPHVI0qKrcoclguUPX88gdXbG4o+7mjhhRqaiY3zbQFZ+HHamgh8lJkYYDUSh5U+GWei3JXxTuVc4265YXRVdSdKWFpOtLBEj/4qt/ctKmstTqGG2518P/dgkfYClxSAOqFCmQogI0HIu/+VLWHGd6/Wbd9qyk0K40UGrPJAFbV6hQ/Wt10l7xoSycpOmxfNCcadaNPvJjXbra3W/eAxc8WvLUbb2uFfbsjYGVOwUeErcHM9NIp/fO33/XsQCD4Q66H6Acd5j6XFu13JGA+bwt7nBEastwR/Z86vZK3+PnDvN8Bnf0CsO1tjGiUlGhFqTL0+SKT8OmnPy3Mm+KCiUDqltSzhnnylOCaHVSOLzSttpTjxVfMCP8TIweTuASAXHPh57LRbwpcG/THSJ3+X/0OtzDlAZUKz1DCIo6RxRLbYl2jjPFtaPUCGTXRQISSJziTPWED4yLrY5hmNkEn7d1RVAAzJC5/ezMY+msCvoO8AFT8kAbNbuthKuEfxfvjujZS8+IG5iUxLm3q5H44/P6oAlgYsXbuiIsg+IOvr8Md1BeWGx1Vhl35DLTrBv8YHGHxxgvyh0ZZgoXDJs7qAFoc0fbYxzm+1ba5mypGFGpqFALknpkvCKdKz4V/vK5vCkaIpWGaMmDpGFA7bek4JS4sxeFeQq0AIz2hys3zdnbBG/eiSu9w8X8FLt5HL0Orxmg/aPelFEDoYTFaVtO/GZdhfxbei5U6EDJCZDqA8eY68qKQrx8H48kuIoOeZ7f9R2QmWbNIFvJKEHhKRorkkL0UiJh7s27nhElZoSXvpMNB4kvMRKnssg8eo4VFdfzGBR3cP0qwx0Uf1qsvDq4gw6yusHt5Q6CCYqPO4rwxTC4gxf2WvroMA6pccL1MUZUKirUgqSWNn+AhuLXdMXnXocW6uQGBwot9jM8HTFPL+dMuYLT++IeUebRssIrXkXuIhBulZvEwI/L/+b5aX4e45wsdMuxo2RKhd4vet20ENnlwWu/abrDKGYWiIkL1Qc+YFsET/Zxgudr1VDZL6w1IZ2Tn4d78/RZ8fSRXVxsD4Ddtt1/KbFKg4Dhdaq/yfUYdlTnXCTODRd+z9zgoULbciNmGNyh1dgU4Q7KC4dXOoW5gxp94+eOXGzu0A1uL3cQTKhQPebcIdVhDYQ7BCMexeXYDIo7Vv3XkydVqAUZUowFYOZKqeID2IMf9QxpKJ8bHJJQDxLPYUx583ip0n3xAjZu7dOXyyQYnbTdleTh4dvQQZN6rFZonDwLXpyr4ezy5ine3EvlIhETgBmmpSTOBwaL4B05eaqfLpLiqQU++NK2doqiLe6jBMlrLFwFrKHePP8tCTdGePFraOTKhZ3LqHDtqwJ34HEU8zLcwQ3MBGSDfDTcocvgucOs3XJyhyfaLek7F8mIB2DcwSJX1ADh+8pyxzglGioOoREVjcBsxc8ViYbHqdgWuE5COiHxf7vLjktKzQc9ruAqEXX0HDLdzkPmBmk7K8n1iArf2lBqMpq1BJbIoOnqrzZIWjhzT1Tx5ine/Hnwc5lTRU2DhJJ4CnLhbLdIlr6u5r1sVQjGNnDkAZvLLNFdPmi6IlOUIDWyp7hwz5V6kyJGRJe5t96s6SF12meDxFmIPRQ7V1Gia82PKnAHAI+wlOMOfm/cIBkfd5j7tMG3WS/LHWa0Q8OZY+z/nV9B42hqdPDnpHKHVSRbjjvMySWjlWioOIRGVB5Xig7tQVNeSttVREsJXCMhqdKcn8NaSCjQE7IKNRXPkZOINhCEVpLz0K75d95uhkU/tJkqzVqiGjT0ProRAbNo0cA5wOv3LfYGwEK8DoOEn8OVfkDhsyC0qIbtweZi11nIZM8Hzc0bZ7rec28gkfSSpypcpC2J7fHXVINaC6nziJRmAGIkIAFpBpWsu0uttjEomVia11mt3MHvgd/f+LjDvFft3eh09Nqq0tyh4KxFYotyNDdItJQbAOcOqrvluCMW01ZUtAejKj4LpdOXRzuGhhFdJOTyRgG6SmUtJMQ9ToeVTsUIm3dSY0Cl1rzmgbhDhua5qehV/brXq83+4d4lPbcWEdC8I8nrlxZ783n2mkHS6nS/hyTdE71XakS6CN69rodshEJ2Vum3KY/PL3Wvz4ie6qNG2lYqLbHxBjANDdRtjrWGsWaQGGHzmj1YpuAr6EyNX/QrtWYURcdutXMH7ev4uCMXHg10ckenBHcE4kxr3wbJ0d10fQh3tPvmjlhMW1HZsf0oqCe2V6s9WFd1tfay0JfPyO/XE9UDDclBU9Esc1fBm5Zfph6OVpQlLdmcS76H5+u3KB4AxYgTj1aMSKMwrhQEgN8LLYyzo3BOC5vTe+RFtVRCCN69rgcdXPNn2Q2Dyx69VoyoFdHSZ+RNpXVsvEPEhbHLoEmE4/m9UNGifPwYLWoVuSN/LtgugWFzRy4zjhRmYe6oC9wxBpx55G9U3BEjKhWVPfuegXZqW5khoVyAfJVQ6vlwa52GEQ1vhJC26IGylwYXbOr+WzOiATRsHurhG2HzHtkn2R30+sgGXhRXyFzzFO37d6SBlNw9jxwk4E9BUNE8fYpfs55kGNuLZNHFtGRviPZRi5bwPDT1mLTwdJF1PXIhHmrbNOa03L2Wz+aDtq+A1q/LBPNaYuq2B28q3Iih+IXUjrjqKVxTlKXz8mPWEncAmJGroXKHEl1RuaPu4A5a0NwuyB0enC3uCMQ5BQd3JMPjjhhRqahgRMVVdKgRDxJMV52JF1tLVE+dKjUSVZO1z14Uqxiuu2BT99+Occxiq6N6n3g9vL5WjIXfwXCFELWcqDY33/VhMdpOM1p47p4OtIutdkaIagrCFVnpKPj1pnIizkYRYkdZiK836yQBNqVTI/s2ryuhURB5oHUtUObS3+y8zJiiWEoE5/JO+TNGPbYiK05d7rBt7Qx3DW+1YDwx703qMyV4Xp9A9d01nTsXLWqmr1uz2rmD3+dQuYOuI6SkPQ3u6JhRE4M7fEa2izs8OFvc4cEZIyn83cPzY/thcUeMqFRUpIgKD+Xqc9LzIj0aUpdCuqiE3AvlxKjlQ6caNeNrvtKXUF0FXNILApCTPQ/VhuQ3NYJxTX/TpnFqRosr349CX05u2IR4R7xolm7T8NYGyBTsotoEwIgKSPeMxW98GHARjBb50GZWUZy40cJD5wnYy+ujNGt2QTMOSiGkn2NaM/RVxbumD5BmDVDNMhSN9p3upwfoPeJ2zTjRZwHJUTMe9VuL3KG9s0PjjnZB7uj0yR3alO/E1mGXLks4YyQlBbMInF4XwMUdmr6ZonFHjKhUVKSIiot4su29fD8NdWL7PKSrrOxZN0OHM70wIYCeD6UWumSpW9ukvHI9f0Fo6FAK1WrepxYR0QjG5RWFGC1Se+ptNGuJQVRGGxqqJb/xvgFMT1727mW8uTc026zBDE9Z0KgUiQpkA6oSMucV+1RC0jKuImUUzWiZUTx9i8RpQXNieoJ8eitPxYmRk3aq482nz9bsEDpejRuKvO8AaTYIaLVYIcYJFdcMtcgd5bmDrw0yCO7A7WgAqNyhpHYAwNJlCUuXLrtqUvDaWg2QZIyb3KGvvBzCHTGiUlG564GnoJ3qIVpKElooUSo4RBrHF0LNg3ZyIqFievzdXKf0r2TNUxFD6G05j89fipneS6ERT4hxwq36kPy9dF40PLqevr60O/aVh9C1cDp6m24PtCZ6olSklIWRx0/MGiAcLKXIFX0OAGEEQ3E1C2NDjBZz/QU0NpaE+ghuJOJ9UE+w09EjKzmWXR2mA4KEe0hNSp6ylGuAKGZa5KqocUIxjtxRnDsayvPhhlBIGi2IO1ixsmQkGtyhpHaoWJHYuoa3P2LFIyle7lBWX+6XO2JEpeJS9IUIsda9edB6YnujzONvdXje0/yXkgNOPzTChbVieXweAaHeJzUW+H3T7a6QoxQKl4iEbs+ME1IMKvUXX3DEPOsbDYkTEk8AepjxaAr3QPO/sZ0rr8wX3sL2Ug2QhmeI3u1XZjSYabQQo8VMQ6Cxwb14i8RFo69u4M2nIyPe/AN5dNDFaeHe6cp1PWWJg5zmodLIlf20/MaJlt6J3JGLizvU7cw48aXR8HiOp8UdQmqzMHewVBxfvqCj4q1PC++LOwIiV0W5I0ZUKirnnroJ6onpVWoLivnSEABk/YnUfMHQSzVC4u385aBWPpcEgHn3dcMz5WJ4N2176iySu/RSSJXm3JLP8vyMYMxK/ly2zpFQq0C6FpFkkROahshFCtdSwU+v4zWNkLgwJZGKjnNdjEeI3hDpHw7WQQNqQaPFSN8Q/XV9dyYXM3LCPUxeuOgk8V4/FlsdWGrJX43lgjpte/U1Je4jRFLaeRrHWTPUcRd7uo2WXLR0ReQO+35d3MGvx7kjBGcUOs3YNE5k7kBDG3HjYnCHYwp4Me6Qdbpv7uj0wR01mTtiRKWigsW0vPIexUUw9IXgYuRBey+GGhInIUNpqhsAGF6m+btjeEF4HA/tolDypkVlaExoYUnMfaJfKhGMVnG/v0fAdKaJNgPAjJzIEQBjsOz1iYfWfd4RkgjFjXpJNs7dqbzSlMMslK54Qx3SF+pF0fuheIYSj1b5T70lvvaEK3LiIjU8Dpc8N2oomNeLJC9NR+Y6TSNUiDXFWZyuXHOTN68BSsBvQOhGS37cFqbTuUTuKMIdsoThLK15haLVV5XmjrbAHSSSlTlgdR93mDotcoeW4izDHQGRFm3xwvhRwooKFtOakm/godx6ElZwKOVBtWmcNGQoTXXTXm0UwwvqpGK9BA4uM00zV0oVGhWefrRQInJtGXat4h7JWxss9AW3zJcpGyxrZLBsm94R9VKbtbzYMAFeBGdPjw3BWS5G7IXShTQFJRaKoZZXx3ZG5IoQT8i6HtoMDIxArAQYJ7QwNhssexESPBafh1HYLAysZjrNr9MUZ3G6slTAWdNrgHDQkYheM1poqF0iff6tn1wid9B7ptcoxR0E56VWx5qhWTS1aaxd4+WOus0dHSGSJURuuHi5Q5lNVYo7OiHcoenv+CQaKg7JIypUZA/pwMKSFX2RFveiCsILSzPCV3Km+ELxwsLcu5T/xTA6PQ9fiEmqQOd5fK6+Etlqy7BrFfeNeq2bXlO8TX1Z/ZxgFnsRgJWOUnBIvGxpgMSz0rYm3uE4q3izKa9ILDyP7/J6OPFS4ummKP0EQ0O5Es6hi0JJERfteSDeUlupKJl7l/kiezbOUjFiAnaagufxNaIPWcyR4jzTrFkzA/X1VSJ3oAyEO2oJ1JOuYSEZ19oaKn7uSAO4o21zh6Povih3AJjT8jPuaJfkjo7GHTWBO2Tc4kcJKypyRCX3FlcEUtCWHufFW9z6RaGkgsqESolkJE0p9P1r5TzZtE5pISEjnEtD30JuFMlWy+frayCkljHo8goQG1o7gYKph+7+tuXp81QPJ3zMAxsekTIdORRvfG74HCXPnd43JRAcFOjzMJEwMaSRAVNkEqIDIA4s2qJQmq7yvmvPg39hGe9TKkqWBj4f3rQYkebmpfSO5H1qz0Pazw0RafVqTSJ3DJI7wDLwdO6Q665QaFqS7i/EHWKUsBx3QA9nTBWV4o5E1iceMXFzR37cOItpG2O78gRIHlExQ5LUAwMwrW18IRr1BCDtKvhMs5blIvFsjVrS827TrCARIKT4rdb7lQr/gvLb3IY1FVT4QkLd+pIEVtodWOmksHnjjOVJr3TSbvi/be6nU0Lxypz0c28gsYxBup8OpoghT0/sn1+CRq8f/Nlk+wneS6QaXxtgutMx+ctd7G80lqhIgyTWd1C8AfI0z2yzBkutTpfcEyQd4nG28/ZymsreAtDF5sDCEkw16qJO8JlXnTSFLXPys8H9FG/6PNjHbglKuk6vtDvQTlMDH0mfOc40N997DTMibnVSqCUJTDUS41i+qOP++aXsnrj3yome3r/81ua/1xp3tDop1GoJdFAXBsod0OOORNwvckdb5gaaluyfO4aDs8gd9Xzl6JVsFeDcUO2fO3Jsx1lMGw0Vh+zYfhQcWFi0PiGOoV58Iai1Lb0QADnB0MG21WlDPYEsopCTSXd/u40knb8ki61OdkzZf7EvrR5ZUEVHL+zwSic7hhO1ZLTwD3zhyzzTrMHhlY6BFy+C48YgDwt3B9OcsBv1fB0UPCcnGNye7e9FRvB+AMDAFpfaR28X2/aL86xA2lM1c5BEr5M6PehdcuJBOqODFw+Nd4lM86ZyyZ+Z7m1xvCXjhO+npIftcoOjBpSYfTqdP7s0CGdq5FiDpLC+CmJMDQ068DbJveVi4pW1rSW9a1Ds1zZ3AED2XqEhOzjuSKyIiswduSFOz0+5oS/u6N17zh2Dwdky+AQDu9XuFtWa3NE2onb9cUfeNk5PrqhgRIUvScxDvVvmZrJcKYoWSqT7kbQSyMO13Wmc/HsbeT60S0j6VDff36isdljdXJdCynmi+ELmvFaC48UX0OL5aV5Yyw0ZqQbAlaZIAIzaExSaeuBTk22c5UXetO2IsxTOXQoI59LBns6MoNjM9vLLPDTeDaPLHxX0F8rZsyd8aQi6ny50hf2Vcvs8x491CvRffH9C9NkVPscUlDQriKYofCHzrXMzULfgy/evZAOGuQ1lLXIHx2aw3JFaERVf7Y80jblv7mB1WIPCWSqwLc4dcrqtDHfE6ckVFaxRoWRCiRVFeyGo14DHILHQF1ciImzHFRrAnOpmLhyk/82nwvEiOS4854mDFzdeeMicEwf+RY/hU2e5w4r7zePMwZYPplLBIfaHTmv25faRYGyc5UXe+HY+XZmvpMoJQwrnYr+lYk8zl5yo5J9CV185GWnTOOnA6BpM6foTiBmdAUHJmxsxNLfPC1Afn1/Krmu8Fx17VhAOyIu9kLZk4HBjA3WZzgqis1UQT2znJvKc/KmubxEMmbXOHRTHwXOHXaPCi8Ulw3J43DF4nAfCHSzdFsYdtv7HiEpFhX6UUCva0qIONMxLj6GDDrfWKRHhi+6autm13PVlsPFf0ywwLfUUzNArXfdAGhAl75MSD1rkEvmjwWOKXaMCADlJZGRtFsrSl4z2gxccYjQGj5XWRzCLDU1P38SZe0D6wk22l08G7445HZbqAcXRt6YH1jRo5I9GoFSAaG5LxIERhep//gw6KmZUl/nievS5SN6rhO/cbBPO2LLRMEhoREQycNDL5cYIxZG/B6be2jhJ5M85gRvdkTuGyR12jYr2PKje6txRd3NH4uOOweMcxB0CjiF6K/EOFX6eGFGpqNCPEkoFn93BVPAyBc+UKhQlW2mWiT5ImlPaAHCZ97bzXwBzkSyasuDvPq3sp1M66cJlGologykVu1zCrlHR2nF88mcgGzR4n8aS44p31MW57sGZL9ikL9zkwpneB8Wbh/RdizOhPubPoG4NbmgEcq/X3iYPjIgL7Yf2DFzTZRF7lKL6DADwzf0L0E7zyAuNiHCsqbgGVt53fm+hz8DelgS1i9zRL3fYNSr03ulsqjDuyGcGoRHBP1egc8docBa5o2NOB+fGj6y3dEVge4o9gM0TcdZPRYV+lJC/Cvk2kxqo1YqK00lTo4gLrV4asqWFcJ12d3YFLQSTiq7s11MWtNDdhYj5PeDME9rnwyvtrD0SEC32lKx4/kKvtO2cMm7jC7t1t5l3yAsRudfTLThsZzhiwSEKzgxqZLNIcsHc77BwniWFgTijpFsYZ89mMoo5lWJP27hLM111bVtph23TZgTxZ8BnWFAxZ00kBGe52FDCGR8TH6R8Oo0zOSjefCBHHLnxggWF+Azos6NFnSnYHyDsbutY26iEcAftSy2J3CFzR0flCYqZVMTMoy1GsXI7zWaMoZjcgQXhXSmq00VxtrgjK8i3uaNbKJ7XsKywgnIeuUIHwuaOxNoWZ/1UXBr1pLeyaK65jazCn0r+QnCS5x4lQD6dDKcgomICmCFjes4ztmyER7//Q1heodPXkAL4v+79GL6XXhD0IpqE8DlpSikIPpjSr+zm04pTa5uJZWqRMYAZiqTXo9EW/ny06bJ8Fgmikn/jRMMw/O/pRg1OPHodfHP/AkghcJzpQ6cQ4oAuEdBssw6HV9qEyH0EnVjbsoXd6vlsFrrYGx8Q8dk2SGGnZpQcWFiyBgOOt4mzX1+nGzU499RNcNcDTwXpPP82Ea+X4MaiZrxIRM6LOjFy4NtWlDv4YCoaJZE7FO5ICnJHYp3Dzx1tB3cUw1HbP92o69zRzmf6ZNzR6wg1Euk0fW5s03cEoMcdNTrDLbW2xRqVikr2UcJaYpA2LWgDkPOfRvu6uTwzXaI97Z2BhvxpIRw/59OHDsP66YZSnCV9mVPfDwBW/j8Be3VPSh48R2qnIOxQLi3M0ooN+cJu9jazaNIM2YKFn1RwiDRQY/0/Y8tGmJttAgAEFM6G/71+ugFPHzqcDXxSIaIRhu3ksyhme8tc40fekh6aVBf4Aln8+WB7Gj1CvGlRXratV4iIRI4tUrA9/XpiFyTywUCbFZXj7NfX+cUW7Nn3TLDOA/BCxLq3XgLvxZsGIlhjms74MJ6yrSh35Ph1UwGRO4pwR6ryiZbuMfCre7gj8XFHMRy1/YW5o50XiuMsN/o9KwC55grP0U7tRd/aqckTMaJSUaFL6FOloASmfSPlwMJSvq9Nvbb8xcCFynBOvDlvX/ZADy2vwLmnboJDyyvEM6LWObfU5f3oEdEXglrsdN0D7n3ivxjCXmx1rFAu/+6MacDlgufQ2mOPMTKVh81puqdj7OPEgveReXW9TnACn19sCZ4RxU/D2YwAoCd0zPopePT7P8z2amvTLLXaxuJXGC1BAsfjV9q294l6R9dM4J6ShDcV7oGbURl/ukfyJru593a2xe+BUsm3TTfqsGP7UXDXA09ZaQZNp7mXjy2xXgIgJYtjmbrpTAO16Vop8oq0ku6X4Y5a0tVrE53IHVRk7kgE7jD5AbeL3CGk7V0pOD936Djy/aW5g0WuAHLjz+IOkgbiqUofd4zzo4TRUHEILvhGi7Y4aUthc0oauA9DcviSSwuVAcgEjjlQgC7Zooc5v9gS86Kuf1EwFIgvBC6YRVNVKdj1EsaLWzPTB6j0rsEOiR8FcTNX6EyM9sZib70+rLTzb3Rk5+qF2cNz+91B69DyCpx49Do4sLBoXAv7XQTfo9dPZeR93+ML2TPlgyxdTZUSZE5AOYFboVzyLPAeaZ6eElZ3s4k3XZSMkhe2pxhRIqdCiRwJnxolKDPNGkw36r2BUdZpF85Hr5+GPfueceo67RMaIrhlulGDZRIF4PUSEoGj5IOpua4EHW7M9JGdaovcMWru4Ol3iTvsAu8G719QXVDCuMOu5xoMd5g6bXFH6uAOko7khmTGHQQHijPnjnFKTP04JI+o9Ao+O3bRIQ+boyRAQnC4LoJQlW/P28fwbh4a5MccWl6BHduPgrnZZuGFhAC6L8Z0ow7ttDubYn6xlaUrcFClsylQ+FRQGirk00XNFETuKbVT86uz2UcJ6/nAudibfoztMXpCw+aU5LN9bdY/oy6o3ruv/IvJmK6ZX2xls0qmG/VsoE2AL9zkWvStO412x/aj4NDyivF6o0dE00KutWnwmDyUWzMwpjg36na6AXFb6WBBoGnMUZ1GIqNelLYIGU2R0Bkr9FnwNMR0A9eVcOu0pr+2rvumhLcNnAG6z5SHzFHfKIHzNJC2QBZP1+F9S6m2KnLHMeunjLTF5HJHYuFHcebpNSd38P6J3EHXC8pTkzl31Bh3hC/25uaOtps7ag7uQIyJTlLuSEgbAMIdPaORckf8KGFFhX6UEF8uAH31Q5PIa2QAyK18qw3xPlDZu+ShT5X15+3lv1HBz9iyEQDsXD76YXwxM3w5G7XEaivlRfm+bFAkuOXrIuTTkxETFDoAcLLOSd4MqVPjIs/t16waEt6WLvSGefcZ4TjX3+unG5n3j/hK0w3nZpsZ2Zv1EnWrXoLePxbUmgOmUOiJxN+2F9MDAFGnu5IYZC3VVUj70PiTcvvziy1YXmkb94MDJJ/CKemvretmG4ozr5moJwDLvXNY9RJtnN5cE/P42oAprYtCa07QiKFSNe7AgdWsWZlE7rCnJ1OctZRbee7QVvnVuCN8sbe+uEMwsq0aoLa5+B43trOvKDOjkcqqLKZ97nOfC0mSGP9dd911Rpv77rsPfvInfxJmZmZg27Zt8MEPfnBY3SklvEaFKjiAaTXbhbR2oRxffZNGCuiqhgBgvRz8JTE9TVuhXQrOPSHqfUpkTxUap/HyFUElpacvi+1pJoaBQg0WlNz7t+f0UwzptXCKMn48LAW7jVkAZ+LLoytF8KUekUTaFGcAe5VPXiyL+mIWzdoFtXy9BRplMSA3cJcKllPxmUrFhDR8bht/pseoF3W6iZ/j6hscec0Ex4dGB/LjOmTNj451bj5gSuuiUOLnAyfFuSrcgViEckh1ucOcskyNHR45lLkDVhF3JAHckbB3w17g0OaOHPdVW0z7u7/7u/COd7wj+/vII4/Mfh88eBDOP/98OO+88+CjH/0o/Nu//Rv88i//MszNzcE73/nOYXYrWPKPEubhRKSgegJiwRsvwJMXYermHDHXSAvg0AvBl8KcTpgAFrNRT3N+cdGb/5zuTWvEfHJogRxVaKlewjcvPwW6BkIuNLRISWOFfWa3u80Mm0sY8jwyXfeAt7EL4NxfSg75QOHR66cyjwg9MV4UioVyWDNBz5FCPqhC7zf2wNSjnDhxmiG25YWeGf4dem+piqlddOifbs/rgrAmgN8bDsw8r486vrDYEnGmuPJ9FOfpRo0U3aJuyMW1dKomr0fAtrwNYkrrAPDp0qJEW8+rxx2I82KrE8Qh1eWOfAl9xJTXtri5o2P0oxx3aIX3XRkdd7Sz47QaFl4nhdzAcab404L4Vbvg25FHHgmbN28W933yk5+Ew4cPw8c//nGYmpqCM844A+6991748Ic/XBlDBSMqtLANCxH5dl4Mx0neJPK2QOAASLgAXRKhL4VE/KFV/FgnIJE9/js324T10w02wyIxCDGF3kvcMRc+wheeKz0WzOF2eV2ExHhBaMEa/yAb4t8l+fwFooRhLDjVTq2wLhbPYr710PKKistiqwNzs02Ym23C8koHNGOGzkyhHpFJRtMZiU836r0C0052B4izNlDS2UB0wAQw1+/ggyEvtOU4I6b8C7NYdGgOsvmaKt0QsU3keG26dsfThw4bOC+22vAsSz9oxG/ruDk4Il6SQYOe7/JKm61LYaZ4Oqm95ge2kRZ2g17v8BnRokSzlVkPUSXumGrUhBlVk8YdeaqtH+7AgmhcKE/mjpqhj/g7jDvMQvLBcEfO9+HcAYW5AyD/ivWqXUL/uuuug2OOOQZe9KIXwYc+9CFYWVnJ9t19991w7rnnwtTUVLZt9+7dsHfvXnjmGd1yW15ehoMHDxr/DUsu2XUKzM02STixZljwrmI4V8iWhhLzAjge2qs7Ct9ctSq0hiKf7dA9p1zQNTfbzF6+ux54ygjtApghXTOU2z0/hnJ5fpOvK4HkboYWzRqVvJCzlr04NGzeTk1vPg/ZdmCp1bZCtlKodn6xlU21O/fUTSxEaxbJohStTaHn4ekL+5xtNeQthXKZg2ngTIlbKpYD4KmIXKcTMNeR4DjT6faoX5TItbU7Ltl1SqbTrmLZLiZmHl+rUeF6ecz6KZIe4qkQvi5FJ2uHgwOdNttO8wGT6jTKVgFnLVwu4VwF7uB6O5nckYiY0g9Acvwl7pC+72NzR8fBHXKxLNU/XhDr5w67yJbrtM4dehqoCHdQrWynqzSi8u53vxte/OIXw9FHHw1f+9rX4KqrroInnngCPvzhDwMAwIEDB+Ckk04yjjn++OOzfUcdJVtv1157LVxzzTXD6rYhF569HW6486FMifKcKJ/br0+JA3CnKvBYGgJPAa1y2fN0R1Wo5Q5BHhFOAX18frEXejRDo3zxIW3q21TDnOJHccqFFyWaNSp0O4pE1Oj5LPY8HwA+lbOLs+yxAywstrLn6gp9+6IqNOWge0Smt48h/7nZprj6JB1MAew0kJ2WsAs9UU9xYMBVbX1t6ToSM+z63DuV0j2SB3r9rXsdnqc5ZdaMEsjrqEh6ibUB/Nw4uGnrUlhpIObJd9LUeh9s7PRCWwnnyB2D4o7i+GvcAQLO4dwRGlWhTzUNjqaY3NEO4A49DaSlNCVMc+lum5iIypVXXmkVyPL/vvOd7wAAwGWXXQa7du2Cs846C971rnfBH/zBH8Cf/MmfwPLycl8dvuqqq2BhYSH777HHHuvrfD4xH45d3CmTD5/KmVeOax4ovhTm/rroeVKPcX6xBbfctx8ATMsd/0NxfZEWvdH8ZemeY4aQPN1Pp75J1rg52PKvg/KixFTBNO0hTosO2yLOrip+6lnmlfgdcb82XROFfoSQeo233Lff8ohc3j7iqK0+SUmr+xzM2UAaYXN9XGp1rFVtpYJZCX8JK2l2Dz1W80Bx1o+MrxxVwf+ox0l1mnuamm7j/WERKB6b72czfdr5bCDtfbCxkwttEzA/jBe5Y9DcAapO4//1gmU7gitNWOiPO8wISM4debTK5A4dX4pFOHe0rdlANndwfUxyo7JuFtpOTETl8ssvh7e+9a3ONieffLK4fefOnbCysgKPPPIInHbaabB582Z48sknjTb4t1bXAgAwPT0N09PTRbrdl5ir8dlrIqC1Sq11KTpgek35x8Ko0vNFx1yeJx4LkC/GhJY7ejP4MksWP817ojeqWeq+/S5LHv9VCz3bdnEnxZQXHbo9THuhuPnFVuZZ4jmpB0r3a3l99IxwGxIgepx4buoRSfji8ejVhHr5tj6lTN/k4lnE141zmE67oiaob1qRsrTfpdso+F6ce+omOLCwaOBMDRiXbks6KaWB6H3ozyFhumsWdXKdlj6MF7ljFNyR17nY3IHP2scd9QFxR7sAd7SHwB26U6PptMYdExNR2bRpE5x++unO/2jNCZV7770XarUaHHfccQAAcM4558Bdd90FrVZOTLfddhucdtppatpn3IJWuTRXXyMXGjWQQrboRc6LU9tMz15a6G22meeJn11qZZb6bLMGR840WR5Vznu6LfX+LHlpXj5GP+h2vmgYAIjbZQ+z3vMwzYiLiaPPA9WnayK+R840jRz/s0utDF+65oGJr70oHJ/qCWDn8kO8Hq5vdP0UFGkxLRHngjrt8zC79ROuKfV6rQrqNb4Xdz3wVIY96rsdTZEX3ZN00o4CmGuF6DjbdSshOh25Y0zcwbCmNT1+7qgZ9+6LXrkWJgQAuOCsLUbE0OQOWX+lepXi3CFHUF06nXEHw3nVraNy9913wx/90R/Bv/7rv8K///u/wyc/+Ul4z3veAxdeeGFmhPziL/4iTE1Nwdve9jb45je/CZ/5zGfgv//3/w6XXXbZMLpUWvDDhFjcmQBkKxTmL5BJHqj0WMRUdMBE8RcWmuFx7tnb7e3FhXhxok3y7lCuvjaCPi+/ndqhX14wK6V1pEGbrn3AycfEUR4w6X4Tr7zQlRcdUm80pD0tnkMJTQNRcsqL4tqMnHLC7qYt6JoqNQ/O9jofEsGttDuZ5yU9h5lmzVqlk+o8gHuhQmlfCqZnLxUg8gW07OJEneS1Ama+Ome/Oh25Y9TcEabTMnfIOLq5w70wId0nc4esv3phc5gBqHGH9E6I3MFwnpiISqhMT0/Dpz/9afipn/opOOOMM+ADH/gAvOc974E///M/z9ps3LgR/vEf/xEefvhh2LFjB1x++eXw3ve+tzJTk1Hyl5ha5aaniOSBUx9TcnxCfrs90Jqh2ADgzee7vFHNOvd5RJTkJUudkzz3evisCV8BHLany+XLnmQ+88S4jiPiMr/YguWVjuiBUuLQoyratrrg2YdFU/D63IuXvfy8AI/qEeoXGgV0TY/cK60bOOo4y9EbDeeZ3n3znD/35F06L3mecpSkLnr2IefggyWKRNK0LmJutpkVEQ9apyN3jIo7ium0FHGZF2qr8N2VuUPCV8ZNiwpq74DNHW4D0McdOOMKC3xt7qiJOI/zo4RJmqapv1l15eDBg7Bx40ZYWFiADRs2DPz87/7UN+CW+/ZnuV+eA+QfosL9fP0I7TjMPaIiovK4Ku63zs0CAMDj84sD2Ub7TGcP0LYJAGwkOWbs/1xvDYVj1k/BN/cvZLMmUPnt+zZxxDx+s95dOEzHuWbkm7G9jXN3dkuxezHz+oPGV37G+boX9BlresJx5rND8L69OGfrprj1OX9+9d6H/Tow3ajBFbtPgxvufCjDEQd1SV9D9CoEtzLYa/pqP4vuTC70qrfOzcIlu06B62/dm93z8kqHYeLR6d47EIp15I6S3FEQ54w7eu01nFc7d5TFeW62CfdefT4MUkLH7/itH4/wZfS5VY5WPq+qfvT7PwQAgBOPXmeEM+UcqJ2mkCx6zcMPtc61bVrek3unPMQ4N5uvofDo938ohmXxvm1vCcO7uXflxpmFc2smzuh1Y+ich8a5B2qmKepOfLWoir+d+f0Z/O6MvBy27OWjfp149DoDZz47hEdOVJyz9TzMxbLyVEOtF1Xoen75ImLd/t5w50OqJ8/1VUtThOEb6tnrtSmSvubPoqN6pzfc+ZBxz9O9/sw05XB6jiUY7wDHOnLHgLmjIM58TRWbO3R9pbVXOnf4o1ZFt8mRWHPNnKLcURbn+FHCCkv+YUJ5sTEAeR768koHHp9fFL/9MDfbhCt2n2bkJ+2QrZ2P1vLNUt44dBuKK5S7cbYJW+dmRfLBNRQWFlvKywJimJeneLBdKM6I58JiCx6fX7TCsfjSb52bhY2zTadhguLK50s5aH+7NiPofKExm3y6z+eK3acZekIHgsfnF7MBSEuN8QI4G2czfM6/+Jpj0bYGPa7T+MzO2LIRts7NZn11GSZ4z3589Zy9bxu+R67BcrpRg61zs2J6guKsGZeIVT3JvyacYw0i1pE7Bs0d5XBGQ68cd7iMRLlWpZ9tWtoS3yP6fMK5g+tdGM6rrph2NUkeUWFWOYsA8KpqXjWOQj1T7nlzAtI8UO7dhFjnmkcEYCo8Jxbq+eDKk1puFEUq5rIL49ykY+NsrxYJAM6IibT6bCjRD8LzlAZLl1GyY/tRljef42l6Tbbe2St6unCeJs+ffvGVGibaeiFSxCRffbYmEr02GBT1Mn2YhwyWOMBcsusUNeKS37OJM0Zi+NeEu89GjlZF7hgWdxTDOYw76n1yR3Gd1bhDi/4V4w474qLpnQ/ncRbTxhoVj2CNCub48cXCmgAtX4wi5RDxGJqTnJs184iuPGmZnKe0H/tK857nnroJ9ux7JsvbSvlZ3325sED87LxyF0+OM55DwiF/Bmae2HUM4owrQmKNgpTXHyTmiB3mtnl+3LyvcDzzZ2BioePcPfcFZ23JBg+fTuf96Z4jRCfMWo/ut3bOPXUT3PXAU4VrVYo8B+wPXguvTWtrQvREewZ8O9XTc0/d1Ktn6+7j9UGROwbNHW6cw57vZHBHtxbMj7PvvkJ0S8N569wsfPXKV8IgJdaoDEgwomLP1benF26dm80sbuqZ8tA4ekzUkufhXlf4vKgX5PeIzGm1NBwreapX7D5NDJvzcDqGzVHmZru1DwB6aiKfXVJXvR/01nMPNhGfgYQdD/fSFAf2UYqqSGusSPUo1GvH/fXETj3wcCx6mNTz0fCUw7ymN6+Hce3vdvh0Ou9P3cCCRkxy7HJscOl8aYqmHFXxR7Jc+6VoCl77+lv3WrOzUP+lSID2DADMyB/9JgqPvlqpiAnkDu2ZVIM73Dife+omNaXDowuD5Y66B/NwPUfukHB2c0ed4dlxcEdd1GmO86qbnryaBJXF/riYGXbE8DctNuT7APAT3l3Rc5/2suKU6EPym5SsQ/LLPsLH6a5YbCiFzXlxHGJEB9ifft7xzvAibv/p5x1vkbaW0qEFtPwZYCg3ZJBEkfL5Jr5ta7+0fgr29ciZpkX+Uh6ZErOUnkCMeMHn+ulGtt4PgFk8y3GmAx0Wa2o6zYsNqd7yZ5BjF0beXKdDayhc+/F6IUY5CtVbjDDRd0N7BhnOvUHxxKPXWYOFVsTJca4yd0jPhOIzXu5Q0sU9nPfseybjby2lw9OXg+GOtgfzMD2n3MGX1C/OHanIHfQ9yFJtSrHtOGtUYurHIy+85h9ZeNwMk7lCaiH7XFMKeXgQw/U4bZKHt/FvACD75Laua/Hwuav/IWFVmm6gHzCj4UUetkUPV5oaXiQFQZ9BSOqBPheKqf23iauJuf1M/eFzWQdCQrYUV44Rx1lO+Zg67cLZlYLg0zulPoekaUL/LvpMAcCaViqnEv1pCA1nHHTldPHkcQemNlxcUDXuCHleo+UOjrmLO+x00jC5g+LB+Vbijj9+04tgkBJTPwMWvuQ1LUYEADFcq4VyTQ80rKDzyJkm+Yx6sQiK7hHZi5RJHlHe3vZQXWFznm6464GnsjY8jMsXFDu0vAJ3PfCUeJ6wFIRZiOj3jOzVbN2eZduBubkKrR1NkWf90PZaukcKm1NceUibp4DklI9ZjOjC2ZWCAAAj9SDpvS+q4vPmNcxDcOYzsGj7OZI+s9MQedg8j1wlIs4ArnTx5HGHFLUCqCp31FVch8sddlTFzcEu7jAj3sPmDsR5x/ajrKU4XNwxaomGikfwAa+fbnhJJjSUW4SAaPgQIH+RuAK7cqKckLHf0pLvvCrfbG+/RFrYnBI/nXaJL85vX/BjsHVuFp6/tfviPH9rl6B/+4LnEXzwo2+pir2egshDsNgfaWaQK9/sqkFx4S8NkC4jRiKWPGSbqGHzHFc7n4+Ev366YeC8Y/tRlk7nBoo9I8iH8/yiPe2bYsGnyfpIP7TWyjdAuoxF14BKdTpPQ6QCmZtGHeJ8xe7TsnQD6nTkjlFxx49Z+JTR6eLcYRuM4TWD4+UO5FbJ2ZG4Y1wSDZVAOffUTaqnwz0lLCQ010KoBZE4gE4oKD7P0+Ux0Y9hSS+QlvfUXgpe2EX3ce8TPVXMuQMAfPd7z0I77f6LcsmuU8RiWSyOo0bM8krbKHBzkbhvUEU88CNtRSIorqiVZPBgf0K9fCy+xaJQyfuUPCgcDBBnGo5HnebFshQv+lw5zlRXef1EqDHC24d6+65oiktXuwNqXR1QJZ0GAJXMUafpYlgYCUSdHgd3SLUqa4s7zMiiyR26Tg+HO1xRK3cNkM+IGRx3dApxx6glGioewSmN9CHxl8EXyuX7XCSOohEKQDGLnXuSGMLTihEBzHU7sM+apa6lHKj3KZE54rrUezGXWt2ZC1joBUAHUrs4Lo+y5KTh8kARN9egSvFop+4BtojnyQ0elCJevms2RJ6yqFtkftcDTxk4SzrtHkhBJWeqqy795DjzdwD1xfY29dkT0owqOhCEEjjHUk5D2IWdnMwRZ6q/qNPj4A6poFN6NqufO+oCd9g6XU3u0NP2g+cO2xCUuGNcEg0Vj6Byo/UtvQwuT0lSeCk/6ieUuvWS3HLffgCwjRruBdHQqouU8Lx8UTI7j6wTPSUGJGWJzPlsKvqFTm0gvWTXKYTAbO9f80DpM/INqtIAe9cDT1lekkQgt9y3XyBtO2WE56XPScrX03Z81olr0ATIyRz1EfE999RNlk7js8Ln4ouyaB4ofxdCoyq0hoLqqzTY0mehzajyGTE8Xy9FXSSdRkMQdRT1keK8Y/tRWTQAMR8Hd0jT5SN3VJ87zKjVsLhDj574uGNcEg0Vj+QFnbliYmiWekq5tW6HcrnHgwoMkOdHtXZaDQVWb9N+Sd4mVVCJtF0eESdk3VK3iw1pXlQic8SVfwH1rgeecg6k6PlIaSDNA6WDsGb0ubx9gPwDYS6ixjZ4TimPT/Gjx7vy9a5iQ5o3RjKnIV7sF+K7Z98zGfb4TQ+N4DmWVNe0abQU59CoiqbTmrfJcZYij5IRw3Xa5eXTe8b+uAZN/L7MXQ88lQ2I9DtVo+YObbq8hPPa5g539MrmDr3Qtl/uwH+1dDPFrz/usNdFCeWOcUmcnuwRnJ5MyYuv9llPAI6caRrtUOYX3SsHaqsR0vP4phLect9+aKddxXx2qZX95se7fmNfkaC0vrjuSZpCiC/SLfftN77CmWFZ734FGacYSvukKbXSdLoifcb77AcnfOb1JJ/+6XteUl9C9UO6J/rM+QqdPixRjGdEjl0/3VCfr4Sf797K4KS9W6HT70PeL3ot1H1Jtw4trxjvvxdLSd8jdwyOO3B6smOfnzvklX5dfR4Wd7imimt9GTh3eLCM05MrKmjl07BXq2MuUtZOIbPMqbUOYIdrtVU+w6IqcpiWepgub7OoRySFEeVwbt0qNsQphMsr7YwMV3qg4dz/udkmrJ9qZBXmeC3cj17qLfftz7bhFMRDy/n0ZWnKIQ2p8+dQJKri8/zxd0gxIoorhC6lGaTngHq5vNK2nn+rk/se2A6/e7Jn3zPZtiaZUotY0mN5Tp/m+aVUj4SzluLxFXRynJF07WPD8vghOo1ePq2RwH5Q7xPffzqANMlqqHis9NXZ1cYdvgJbCeeBccd0jzumBO7ohHKHnuoZNXf4pt/7dLo4d3Rs7mgL3EEW0BuXREPFI/gyGwTfe7LTjTpccNYWI2xLyZwSjyuk7lJsFyHxQQDPTX/TF7BIfll7QVzhXDzP+ul8FUnEpZ5ANs2NtqOGIH+hsT0Nz9MVa+l1KZY8XCth7ZuOrOF27qmbspQC/e0rRuT4+MiIh3MpVuZAmmReGUYSpEFTWi8BP0JGB9JZshaFZAjiNinVU1anpQGO40zfHT5o9IOzlAqSZvfg+zs324RZMpDiNhw0zaJNwTicQO7Q3ocEwgps1yp3cNyqxx1pIHfEJfQrL0gc9AFTC16yzHEbJR7MmWIRW8gAKRUmlv391StfqXpH+bcf3B4RzWPm92XnmLWXgdcE0HYSwT996DAh89RJ5linsmP7UUYdQMgA6cLZhVvR35JHKWEN0PUEeW4esTIH0po1kMqDpo2fNJD6yJziiDj3q9Mh05D5NFItj18WZ56bDx1IQ3R/0rlDex+kIs7J5I72ULhjkDwyHO6wjXCZO8a/hH40VDwivQzSAKmFbalXyovYUOYXWwYJSZZ9SGTE9ftl192hWvwAYITNsQKdE4iEi0TG0svgGzR9BC959do5qdBnhvgiCeEACQClcPN5UPxckkfJZwqhXqAnKYXG8T54GDck8mJi6h4gQ/R8EDpdFk/tdxmcy2Fq66lmCE4yd2jvAwCoOE8Wd9gf6hwEd5Tlkepxh53+HLXEYlqPvPtT34Bb7ttvFHtpxXa4jbalpCIVRs3NykVsuJ8WXqHFi0V9WlGVq8iOXst33Wted2Y2GyTkPvg5NEykArqymErX1wrQEDf0hK6/da+KNf1dBmf6nIo+Y999jArTkONfctLRFo5F7jcU569e+Up42XV39K3TEs5X7D4N/unh7wdhOi49j9wRuWN83JEXHH/1ylfCICUW0w5IJE+piLUuWeM8rH7BWVvEELtUTPj4/GJ2bFHPE8D0ILk3iTI324RrXncmAIBliQPolrzLKvd5SkUxdaUntBA5z/H7itz6wRmfEz43F9YXnLVFxJHOKOkXU1/IXEujuZ4J4lxWp7l+F/VIJWzL4AwAWdGmD1Of9+mLqFSZO1z6XQTnyB1gHDtq7qA4DwLTWKMyASI9OJ/iczLvfhGzK5fsOsV6OWg+E88B0CUhuhiPVExHXyy0oKXFs1C4cmvkfeHZ2+GGOx9yhhaXSUGZ72Wg56ZtESe6BoJv0NTIHNtqIXKKM4ZSJcKXyJ8vNEZxBpAJmD63rXOzKtY0nIv76QqRyysdcSDVMJXxTy2c9QHWndNfWGxlhZR0LRHaxqXTmn5Leou/sW6APwMJWx/OHK8b7nwI2ml3UbqFxZb4LELTPVSnV9p+3a0Sd7j0W8K2+txh12jo3NFeNdxBccaoSH/ckX9CYlwSDRWP+CIqLuJBxefLZLuKtFC4UkvfWXF5TdI+Sbmll+SSXafATffscxYXXvO6M2G6katPEYKh2PmwpoMmkgP3llCmGzW45nVnih6m5NHgSqGctDnOkmfj83poEaiL+Lk3Rb18bIMFs1othaaPdMVVrOrXcA7xSi/ZdQrUk+5aFBtnm2obl05znLHIUNJbSYf5M6DncOk0xZkaHlRfN842jYW66LMI9T6pPtKvzk4Cd7j0ezK5IynAHfVVwx2IF6ZyynFHR+SOcUk0VDyiKXgI8UiKz61x3M5Djr5wLYDsNUnT4Og+VziXEvPVN9/vDNHS7eeeuqkQwVDs6BRD36AJIBO1Kywr4UxXvATQw7WSR4rTNyXcqdfjC+f6yF7ySK953Zle78f0/iEY5xBPH3XO1wa3c52WUj28OJPqtKbDHGc8hytUTkPhAHZaghM8j7iU0ennb904cdxBsZ187qitSe6QeKE4d6QizuOSaKh45MKztwNAHh70eZG+/L300kghx0t2nZJNG0ZxpXo06xunqoWGc3GQ9FnhlLx9tRRaaPyuB54y2vhCuTzNQHHQ2kg4u0K3GrZlcOc4X7H7tCyl4yN7LcriC+PyY0NxDjFarr75flHvKW6IraTTUqrHha2U+vHptxYqR5w1I5ATPOIcYlhoOv30ocPZfUXuiNyxGrhjXBINlQJCl+amxIOC26lSay+NT9mvv3WvEV4EcKd6tL994VwA3dvkJKRZ4Sh0JUkXwVChbahog6l2Hi3yJeHs8/xD0mhFcMfz3nDnQ3D9rXuDyF4j+DzH3xYJnp6fhmw1nPGZ3nLf/uxbKHSguOW+/dmx3HOkGPLtUkTA55GWwV1KBV2y6xSR7LUiT42kXTl+up0TuIT1ILnDF3mJ3BG5YxTcMUqJhkqASKEvSjx0qhrNdbq8J4BwZQ9J9bj+doVzAXRvMyRcjkLz95zgOZFTPKm1roUY6aBJiwu511gkFSF5/lrx4SBwp88zlOxdYVxKJBoBh+BMMcAvyHLjZM++Z8SUj5aKuPrm+63n4fJIi6YvXTi7vHoAOS2hETzP8dMCULodCRw9X59O98sd9HlzgyRyR+SOYXLHuCQaKgES8kIUVXxXiFwL3UoFcrQY0fU3D+ci+eF1LzhrS+at+UgIjwkleBeRa2F1bTDVigu1QVMjFfQyaDSLevuuok/f365QuSuEy/EE8BP8FbtPM/RQIxgN5wvP3p4ZIfitG26c8GM0gxvAb5DwQkSXTuP9FsGZ6nARA0YieIpbd5nxnC7pdtrXC8/eHqTTVIpyB+owgG2QRO6I3DFM7hiXREMlQLQXQiOYkJSPK0QueaRSmJAXEvr+BnB7QBIJhYbLXQQfSuQhg6kPz5BUhEYqLmIqirPmAWkhXI6zL4yrEU8InhSzm+7ZZ9RUFDVOtDSm5JHytI9W9HnTPfus2UOhOEvpH19aQiN4rtOhRB7yDPrhDtRhySCJ3BG5Y5jcMS6JhkqAaA/wwrO3iwQTSvIhIXJXmFAqyHL9TcOKIR4QD5f7lN5HPEWIXBtMfYOmVgTK2/k8pUHgLIXKtWmfHOdQPOkzCCXyfvXWRfIu8g4dbHmNBTU8pAGRe5o8ehKalihitLiIfBTPIHJH5I5xcMe4JBoqAVKGlHwkHxoipxY8DxMChBdoaWFHlwckEX6/Su/CLJTIi5C8hLPPUxo2zkUG1mEQeT96G5rGlMgb/wbIDRn6LDVcffjwBcZ4+qfIwNqv0TKKZxC5I3LHOLljHBINlQAZhLWuKTpvyxWVH4th8TIFWjzM6CJ8ruQSEZVRete+UFJy7QvFmQ+S1AvlOBXF+ZJd5qJX/eIcSjz8mmWegYRJUZ0GCCPvUJzxfJLhoYXOyw6sIUZL2cE0ckfkjtXAHeOQaKgEyKCI3BdOlAiFe6EYFqcDgS+siC8hD527CN8XxgUop/SufaFEHkryGs5arpjjyusqQnHmuWSKs4+IfDgPezAtq++hOi0ZMj5cUf9DsAeQV0jtB2eOJUC5wTRyR+SO1cAd45BoqATIoIgcj9PCidhWIhQAM0RIXxzcxtvg31p4MJSI+PE7th9VmuRd+4qEbIviHEooWni9CM6uAk9KRBp2g8CZ661rn4vIXfpeRqcBwCL+fnDlbaTCw6I4+7B0DZgcr8gd5XW6iL5H7hgdd4xDoqESIK6HyPdLLwUq7p59zzjDiVypeQ76kl3d4kP+4uA2HkbEfKYrZx9CRLT9Na87M7v/kJwox4tjyefxu0je54FynDWCcREKtpfy/UVw1nLJ2uAqhXFdOBcdTF04u4hcMlz60Wm89xBcpdRPCPb8WkVx9mHpew7agmORO4pxRxGcI3eMjjvGIdFQCRB8iLfct9+aOhnigYYQjKTUIaHbG+7s5kulufmYz/SFGimRANhkQc9J9/tyoheevb2w0tP9HGefZ8RxduXrsb1GSFL6IQTnkBCuRE4+4ilKLvTa+BkIDWdJZ12GS1mdltI+kk4jrj4dpzi7Cg+L4tyPYRK5Y3DcUQTnyB3hdSv9csc4ZCiGyp133glJkoj//fM//zMAADzyyCPi/nvuuWcYXepLuAVNv/9z/a17VfJBcnIVXnElLxq6xXwpz03zbXgsnkvzflyhRQCwXghfyNyn9NoiWLQ94gzgTkMAmESOzy40RO6KAFyyq5sf5rl4aVtoCNcXLucGH12tsyi5uHAGcA+oFLerb74/iPgpKbvy/S6dLoqzRNhX33y/OlhqOLtC5vw5SKItODZs7kCcXbNOJok7fIZJ5I4w7uDcMGjuGIUMxVB56UtfCk888YTx39vf/nY46aST4Md//MeNtl/84heNdjt27BhGl/oSumiQlKfz5e0BbKWXLHaNUKTKcBRXwSHd5go1hpK+9FLR8GJREgewQ+FlBlQtDPuy6+4AgGIDpBaqBQDLw9S2uZ6bhrNrMMXruGoqiuJMIxwSjtKA6tNpieh9+X4pHcE9U4qzRM4uneYpHVeqgeMskbik8wDmSp8U61Fxh3YM/kacI3e4ucMXhZlE7qDCDfEy3DEOGYqhMjU1BZs3b87+O+aYY+Dmm2+Giy++GJIkMdoec8wxRttms6mcdbxShOh5PllSegCZgPC8EilJ4UIAvRhLUmQt1BhC+q4wbhkSB/DX/4QMqEXDtoizKw/NQ7U+oqLbtDAvxeyK3ac5jRItfSbln8vgzPUxZED16bRkJPry/UVxLqPTGP72Ta/lOEskjjhecNYWa6ootvfpNB8IBsEdFGfJQEecI3e4uSOUoyeJOyiOg8B5HDKSGpXPfe5z8PTTT8PFF19s7Xvta18Lxx13HLz85S+Hz33uc95zLS8vw8GDB43/RiFFiV4jFxeZSOeVjpPWQ6DtNMJwhRo1Mio7mEokzkOOAPZL4fNqQgZMfh4NZ41MtJA495iox8LXQeA4S5jxbQD2YCodN4jBMqQNJ/pQYzuUtCWcNUyp0LbD1mmA4iRedEAdBHe4cKY4Re4obmxH7lilERUuH/vYx2D37t3wnOc8J9t2xBFHwB/8wR/AZz/7Wbjlllvg5S9/Obz+9a/3GivXXnstbNy4Mftv27Ztw+4+AJQjeknpiyq4dJyWI6UieT6+3CYAiIQQQhohCh/SRiLpkDahYVuKM39GHNNB4IxkXSQ/7TpO0rMyg6Wmr0UMQFebENL2YSqFyUPw9+FcVqdDBksJax/OWpt+uQPbUAMickdxYztyx4RFVK688kq1SBb/+853vmMc8x//8R9w6623wtve9jZj+7HHHguXXXYZ7Ny5E37iJ34CrrvuOrjwwgvhQx/6kLMPV111FSwsLGT/PfbYY0VuobSUJXqu9LwdQLgREhoS17YDuHObL7vuDqMgrh8Cl/AJwVBqJ7UpOqhKOPsGgEHgjHiFEJKEM/dYQwbLsgPqoAwTjqlU5BmCaVn8ixJ/qE6HDJYheh+Kc+SOyB1V5Y5RSyFD5fLLL4dvf/vbzv9OPvlk45gbb7wRjjnmGHjta1/rPf/OnTvhwQcfdLaZnp6GDRs2GP+NQsoqfGg7n4LfdM8+Z/iQnkPbroV1AcD5opQh8LKDpdRO8kD7HVQpznS7L0xbFGee1ugH536eR1miL2OY0HZSkafk8fvwxzZcd7XtIcRfxHDpB8PIHZE7yuBcZe4YtRQyVDZt2gSnn36687+pqamsfZqmcOONN8Jb3vKWoCLZe++9F0444YTidzECKavwrnYS2UuFWlrolm7XwoqucKNE1LRQq6znKbUDGOxgKWFdFmfXYBuK5w13PmQMmuj18O1lcQYIC60XwVnS1dBB1eft0/VWpAGTHqtt5yJ5l3isq8DTh3OI5ylhE9ouckfkjtXGHaOWodao3HHHHfDwww/D29/+dmvfX/zFX8CnPvUp+M53vgPf+c534Pd+7/fg4x//OPz6r//6MLtUWvpReK1daDgRj3dZ8yFhRb4dQCefsiFzgHACB+hvUC3j7Yfi3C+eAGGePMe5X4+oCM79DJaaTtN21ADhA2NRnIs+m0HirOm01E7CWsOvn0E1ckfkjlCcJaz7xXnUMlRD5WMf+xi89KUvhdNPP13c//73vx927NgBO3fuhJtvvhk+85nPiDODqiJFyJ4XX7lIyEciWuiWDwS+sCJtJ4UWAcJflkEQPYC8qFO/g2VZsh4knq4QrgtnCb8iMwE0PdUWzyo7WGptQwwNLe3jwpmL9gxC0xIafv16+RrWRQbVyB2ROwaJ87C4Y5QyVEPlL//yL+GrX/2quO+iiy6Cb33rW3Do0CFYWFiAr3/96/BzP/dzw+xO36KFwCSydyk8JyFXOLFM6BZADyvSULm0j74sRa10gGJEr0m/g6WENeLpImuKi2tfKNY8hOsKl/tIhROQpHcoRUK1/XigLpx53YnmiQ4CZ57+KYszXqMfL38QOEfuqDZ3uHAeJ3do2A2LO0Yp8Vs/BURSdgD94fosdgwluqx5PI/Pogcwlb7sPv5SSCFzgOKkor0Y2mqSodEr7bn4wuMSgYREA3z7KJ4AsheveT1F0hOa3mntB4WzNlgW0elB4+zS6SI4FxlUNew0rIsMlFL7yB3V4Q4XzuPkjlDDD2Aw3DFKiYZKAUEFmF/Mvx8BoBsw9OWgxKKRB56LevxaNECS0DCtZqFLLwWA+cKUeTFuukdfHlsz8nA7LnftwlrDmWLiwtoVDSgS1uXn5Z6lFMbVsPbhrD037bsdg8JZGyyL6LSGZVmcffoeinORQbWoTkfuWD3c4cJ5LXHHKCUaKgOQosrOQ7aawrvCiQB2NTmeV9rPyYfud3mWNLxIjwGwSUj7hsQNd9rfXEHRvKVLdtlTWznW+IE8DWeKCQ/bujxRX+jWhTPup1i7vE4pZE6vqeEsDaouGRTOGtYhOBcNkQ8CZ59OuzzYQeu0JJE7Jo87XDj7orariTtGKdFQKSh8WXGUfgZKLY/pChny/dgfieikMK20n7aRPEsfCfkIBZdtpqJZ6xeerX97RiIiF850vy9sG4KTD2d+Dt/+0EHVhzP2hy75HoIzX1bchbMPaxfOHKtR4EzbFBlUXVhT71/6JpCGdeSO1c0dg8CZY11l7hilREOloGi5TqrsWig3lMB94UQA2+sH8Fvn/BwuCz2E7LEf9OUoQtwAbmvdN7gWJZUQnKU2RXHm5xgEzoi1a4C84U696NCFs0unNZx9WEs48wHWFwYvizMlbV/IXMPZpdMunF1YR+5Y3dwxCJz5darOHaOSaKiUkEt2yXllAHeBHB7rI3BfOBFAXkQo1PoGAOMF9VnoZV8OAHdBF4CbiHw4FyUVnycaEroNwZn2j2LdD854DY1M+sHZhbUPZ4pHqMcfqtNlcebtXF6nhnMI4WsGVj86Hbkjl0njDp9REoIz9o8bL1XmjlFINFRKSCihuLxQbRCkx2vhRN7GJSEvho9I+MsB4C7K4uco430iVi6cad817ygUZwkXFzZaP1wYlsEZIAzrfnBGvPrV6RDi5/cbgmFIm6I6HRJJKYMzQH86HbnDPMda5Y5B4AwwGu4YhURDpaT0Y7HTc5QJj0vWO4D8svhCi7S/RS10X1FWv96nD2fa9xCP34WzhEu/OPNzlsGZXq+s5xmCM/a1H50uizPeQ4hHGoIz7e8gdToE5xCsI3dE7hgFziFYD4o7hi3RUCkpRSx2ruT0HEXD4wDFPVItXM6Vnrcta6HT6/bjfWJffTjTey/qibrIp1+c6bUBwkLmKEXJqF+csa9lvVB6r5onWlSnB4Ezb69594PCGWAwOh25Y21zxyBwHiV3DFuiodKHhFrsrhAiPVdIeFxqG9JPn3fjCzHy9j5vKJSQQpZndhEJShlPVLp/V1ufDANnjYxQQr380GWwB+GFavc3KKyL4Fyk/SBwBgjX6cgdkTtC2k8KdwxToqHSh4Ra7ADFPCTeHsXlKQHoL44WLpeu4/I4tX5xCSGkIhJKJLx/ZXEG0EO39P4knDWv3oczXjPUE6J9CV1ePESKeqE01K3l+bVj6HEA4d5/EZylvkwSzvyeIncUk8gdugxap4cpSZqm6bg70Y8cPHgQNm7cCAsLC7Bhw4aRXx+Vcsf2o2DPvmdE5eTysuvugMfnF2Hr3GymnC7ldh0n9UU6h+9Y7Ryhx5XF4t2f+gbcct9+uOCsLfDHb3rRQM9fFmftWN4P7RwhmEnnGCbWw8RZ6ntVcJbOUxWdjtzRHxaRO6rHHUUldPyOEZU+RbLYJWucStGwuOu4UCliZRcJM9J7LeMNFSnUKop1WZy1Y0OliOcYmqIA6A/rYeIs9b0qOEt9qYpOR+6I3FHm2Cpzx7AkRlQGJNTKRUUIsW6l43lIL8SKByjv+YTu810T7z30WIBy1no/WA/i3st4L/08V+m6RbFeqzgXuZ503VHodOSOyB1FrjcJ3BEqweN3OuGysLCQAkC6sLAw7q5k8r/vfiR96bW3p//77kec20Lkpdfenm7/rb9LX3rt7aWu2+85fdcoe1+D6Mug+xPalyLXKHt/g9ShfvqhXXu14CxdZ5w6HbkjXKJOh19jnNzhktDxO6Z+hiBSsVNo2JBLP2HEYZyT34erqjxE+p36FjotMESqhLV0H/1gHXHWpUo6HbkjXKJOy1I17hiERENlRFIkh0iliIKFvmi+KWtFc+T9yKDzn2VxBgjHugihaeeMOI8GZ19fQu6lqFQF68gdxWRSdHrScS4j0VAZkfgUuR9rHmUQCurrR79eEJdBW+sRZ1nWKs4hfYlYR50GiDhrEiMqUTIZRuhwEvoxams94ry2cB5HX9Yq1hHn0chqx1mSOOtnFUmRivKqyDAryoclEefRyCTiDBCxHpVEnEcjVZj1EyMqq0iqYvEXkSpY60Ul4jwaqULIuYxMItZRp0cjEedy0hjblaMMXC48e3vll0LmQuf0T4pEnEcjVSDIMjKJWEedHo1EnMtJTP1EiRKlklJmYasoUaJMjoSO39FQiRIlSpQoUaKMXGKNSpQoUaJEiRJl4iUaKlGiRIkSJUqUyko0VKJEiRIlSpQolZVoqESJEiVKlChRKivRUIkSJUqUKFGiVFaioRIlSpQoUaJEqaxEQyVKlChRokSJUlmJhkqUKFGiRIkSpbISDZUoUaJEiRIlSmUlGipRokSJEiVKlMpKNFSiRIkSJUqUKJWVaKhEiRIlSpQoUSor0VCJEiVKlChRolRWGuPuQL+CH38+ePDgmHsSJUqUKFGiRAkVHLdxHNdk4g2VZ599FgAAtm3bNuaeRIkSJUqUKFGKyrPPPgsbN25U9yepz5SpuHQ6Hdi/fz8ceeSRkCTJuLszVDl48CBs27YNHnvsMdiwYcO4uzNSife+9u59rd43QLz3eO9r497TNIVnn30WtmzZArWaXoky8RGVWq0Gz3nOc8bdjZHKhg0b1oQSSxLvfe3d+1q9b4B47/HeV7+4IikosZg2SpQoUaJEiVJZiYZKlChRokSJEqWyEg2VCZLp6Wm4+uqrYXp6etxdGbnEe197975W7xsg3nu897V37y6Z+GLaKFGiRIkSJcrqlRhRiRIlSpQoUaJUVqKhEiVKlChRokSprERDJUqUKFGiRIlSWYmGSpQoUaJEiRKlshINlYrKBz7wAXjpS18K69atg7m5ObFNkiTWf5/+9KeNNnfeeSe8+MUvhunpafiRH/kR+MQnPjH8zvchIff96KOPwgUXXADr1q2D4447Dn7zN38TVlZWjDaTdt+aPPe5z7We8XXXXWe0ue++++Anf/InYWZmBrZt2wYf/OAHx9TbwcpHPvIReO5znwszMzOwc+dO+Kd/+qdxd2ng8r73vc96vqeffnq2f2lpCS699FI45phj4IgjjoA3vOEN8OSTT46xx+Xkrrvugv/yX/4LbNmyBZIkgb/927819qdpCu9973vhhBNOgNnZWTjvvPPgu9/9rtHm+9//Prz5zW+GDRs2wNzcHLztbW+DH/zgByO8i3Liu/e3vvWtlg68+tWvNtpM6r0PSqKhUlE5fPgw/PzP/zxccsklznY33ngjPPHEE9l/r3/967N9Dz/8MFxwwQXwile8Au699174jd/4DXj7298Ot95665B7X158991ut+GCCy6Aw4cPw9e+9jX4i7/4C/jEJz4B733ve7M2k3jfLvnd3/1d4xn/+q//erbv4MGDcP7558P27dthz5498KEPfQje9773wZ//+Z+Pscf9y2c+8xm47LLL4Oqrr4Z/+Zd/gRe84AWwe/du+N73vjfurg1czjjjDOP5fuUrX8n2vec974HPf/7z8NnPfha+/OUvw/79++Fnf/Znx9jbcnLo0CF4wQteAB/5yEfE/R/84Afhj//4j+GjH/0ofP3rX4f169fD7t27YWlpKWvz5je/Gb75zW/CbbfdBn/3d38Hd911F7zzne8c1S2UFt+9AwC8+tWvNnTgU5/6lLF/Uu99YJJGqbTceOON6caNG8V9AJD+zd/8jXrsf/2v/zU944wzjG1vfOMb0927dw+wh8MR7b7//u//Pq3VaumBAweybTfccEO6YcOGdHl5OU3Tyb5vLtu3b0//8A//UN3/p3/6p+lRRx2V3Xuapulv/dZvpaeddtoIejc8eclLXpJeeuml2d/tdjvdsmVLeu21146xV4OXq6++On3BC14g7pufn0+bzWb62c9+Ntv27W9/OwWA9O677x5RDwcvnLc6nU66efPm9EMf+lC2bX5+Pp2enk4/9alPpWmapt/61rdSAEj/+Z//OWvzD//wD2mSJOnjjz8+sr73KxJnX3TRRenrXvc69ZjVcu/9SIyoTLhceumlcOyxx8JLXvIS+PjHP258Lvvuu++G8847z2i/e/duuPvuu0fdzYHJ3XffDc9//vPh+OOPz7bt3r0bDh48CN/85jezNqvpvq+77jo45phj4EUvehF86EMfMtJcd999N5x77rkwNTWVbdu9ezfs3bsXnnnmmXF0t285fPgw7Nmzx3iGtVoNzjvvvIl9hi757ne/C1u2bIGTTz4Z3vzmN8Ojjz4KAAB79uyBVqtl4HD66afDiSeeuKpwePjhh+HAgQPGfW7cuBF27tyZ3efdd98Nc3Nz8OM//uNZm/POOw9qtRp8/etfH3mfBy133nknHHfccXDaaafBJZdcAk8//XS2b7Xfe4hM/EcJ17L87u/+Lrzyla+EdevWwT/+4z/Cr/7qr8IPfvADePe73w0AAAcOHDAGdACA448/Hg4ePAiLi4swOzs7jm73Jdo94T5Xm0m873e/+93w4he/GI4++mj42te+BldddRU88cQT8OEPfxgAuvd60kknGcdQPI466qiR97lf+c///E9ot9viM/zOd74zpl4NR3bu3Amf+MQn4LTTToMnnngCrrnmGvjJn/xJuP/+++HAgQMwNTVl1Wodf/zxma6vBsF7kZ43faePO+44Y3+j0YCjjz564rF49atfDT/7sz8LJ510Ejz00EPw3/7bf4PXvOY1cPfdd0O9Xl/V9x4q0VAZoVx55ZXw+7//+8423/72t41iOpf8zu/8Tvb7RS96ERw6dAg+9KEPZYZKVWTQ9z3pUgSPyy67LNt21llnwdTUFPzKr/wKXHvttXGZ7VUgr3nNa7LfZ511FuzcuRO2b98Of/VXfzVRBnWU8vILv/AL2e/nP//5cNZZZ8Epp5wCd955J7zqVa8aY8+qI9FQGaFcfvnl8Na3vtXZ5uSTTy59/p07d8L73/9+WF5ehunpadi8ebM1Q+DJJ5+EDRs2jJQEB3nfmzdvtmZ/4D1u3rw5+7cK961JP3js3LkTVlZW4JFHHoHTTjtNvVeAHI9Jk2OPPRbq9bp4X5N6T6EyNzcHp556Kjz44IPw0z/903D48GGYn583oiqrDQe8lyeffBJOOOGEbPuTTz4JL3zhC7M2vJB6ZWUFvv/9768qLAC67/6xxx4LDz74ILzqVa9aU/euSTRURiibNm2CTZs2De389957Lxx11FGZp33OOefA3//93xttbrvtNjjnnHOG1gdJBnnf55xzDnzgAx+A733ve1k49LbbboMNGzbA8573vKx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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure()\n", - "plt.scatter(loc_data[:,2],loc_data[:,1],s=1)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 2: Quality Control & Interpolation\n", - "\n", - "1. interpolation\n", - "\n", - "2. rationalizing (remove the thin layers)\n" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "import sys\n", - "sys.path.append('../../../')\n", - "from SWIDP.process_1d_deep import *\n", - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "from scipy.interpolate import interp1d\n", - "\n", - "def extract_vel(files_idx):\n", - " depth,rho,vp,vs,layer_name = [],[],[],[],[]\n", - " # depth(m) density(kg/m3) Vp(m/s) Vs(m/s) Qkappa Qmu Vp2(m/s) Vs2(m/s) eta layername\n", - " lines = open(os.path.join(data_folder,data_files[files_idx]),'r').readlines()\n", - " for i,line in enumerate(lines):\n", - " line = line.strip().split()\n", - " if i>0:\n", - " depth.append(float(line[0])/1e3)\n", - " rho.append(float(line[1])/1e3)\n", - " vp.append(float(line[2])/1e3)\n", - " vs.append(float(line[3])/1e3)\n", - " layer_name.append(line[-1])\n", - " depth = np.array(depth)[::-1]\n", - " rho = np.array(rho)[::-1]\n", - " vp = np.array(vp)[::-1]\n", - " vs = np.array(vs)[::-1]\n", - " layer_name = np.array(layer_name)[::-1]\n", - " return depth,vp,vs,rho,layer_name\n", - "\n", - "# remove interface and water layer\n", - "def remove_interface_and_water(depth,vp,vs,rho):\n", - " # remove the interface\n", - " depth, depth_unique_indices = np.unique(depth, return_index=True)\n", - " vs = vs[depth_unique_indices]\n", - " vp = vp[depth_unique_indices]\n", - " rho = rho[depth_unique_indices]\n", - "\n", - " # remove the water layer\n", - " water_mask = vs>0\n", - " depth = depth[water_mask]\n", - " vs = vs[water_mask]\n", - " vp = vp[water_mask]\n", - " rho = rho[water_mask]\n", - " \n", - " return depth,vp,vs,rho\n", - "\n", - "def interp_data(depth,vp,vs,rho,interp_method='nearest'):\n", - " # interp\n", - " max_depth = 300+0.1\n", - " interp_depth = np.concatenate([\n", - " np.arange(0, max_depth, 1)\n", - " ])\n", - " interp_depth_temp = interp_depth+depth.min()\n", - " \n", - " # interpolate velocity model\n", - " f = interp1d(depth,vs,kind=interp_method)\n", - " interp_vs = f(interp_depth_temp)\n", - " f = interp1d(depth,vp,kind=interp_method)\n", - " interp_vp = f(interp_depth_temp)\n", - " f = interp1d(depth,rho,kind=interp_method)\n", - " interp_rho = f(interp_depth_temp)\n", - " \n", - " # re\n", - " new_depth = interp_depth\n", - " new_vp = interp_vp\n", - " new_vs = interp_vs\n", - " new_rho = interp_rho\n", - " \n", - " return np.hstack((new_depth.reshape(-1,1),new_vp.reshape(-1,1),new_vs.reshape(-1,1),new_rho.reshape(-1,1)))" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((40962, 301),)" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# -------------------------------------------------------\n", - "# interp to 1 km thickness\n", - "# -------------------------------------------------------\n", - "\n", - "vs_interp = [] \n", - "for files_idx in range(len(data_files)):\n", - " depth_temp,vp_temp,vs_temp,rho_temp,layer_name = extract_vel(files_idx)\n", - " depth_temp,vp_temp,vs_temp,rho_temp = remove_interface_and_water(depth_temp,vp_temp,vs_temp,rho_temp)\n", - " interp_vel_model = interp_data(depth_temp,vp_temp,vs_temp,rho_temp)\n", - " vs_interp.append(interp_vel_model[:,2])\n", - "depth_interp = interp_vel_model[:,0]\n", - "vs_interp = np.array(vs_interp)\n", - "vs_interp.shape, " - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs_interp))\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "c9b9381a3ea544c5823f7d61c2ea5216", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/40962 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs_interp))\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 3: Dispersion Curve Forward Modeling" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "34ead8e0bfa8470b839cc989535cb7e0", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/40962 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vel_models.shape[0])\n", - "\n", - " # velocity profile\n", - " axs[i,j*2].step(vel_models[sta_idx][:,2],vel_models[sta_idx][:,0],c='k')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,1],s=2,c='r')\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,2],s=2,c='b')\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(40959, 300, 3)" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "phase_mask = np.sum(disp_data[:,:,1] == 0,axis=1)==0\n", - "group_mask = np.sum(disp_data[:,:,2] == 0,axis=1)==0\n", - "mask = phase_mask*group_mask\n", - "\n", - "loc = loc_data[mask][:,[2,1]]\n", - "vel_models = vel_models[mask,:,:]\n", - "disp_data = disp_data[mask,:,:]\n", - "\n", - "disp_data.shape" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "save_base_path = \"../../../Datasets/OpenSWI-deep/1s-100s-Base\"\n", - "# Save processed data as compressed npz files\n", - "np.savez_compressed(os.path.join(save_base_path, \"LITHO1_loc.npz\"),\n", - " data=loc.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"LITHO1_model.npz\"),\n", - " data=vel_models.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"LITHO1_disp.npz\"),\n", - " data=disp_data.astype(np.float32))" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(array([71., 34., 33., 24., 27., 22., 26., 21., 21., 21.]),\n", - " array([ 1. , 10.9, 20.8, 30.7, 40.6, 50.5, 60.4, 70.3, 80.2,\n", - " 90.1, 100. ]),\n", - " )" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(figsize=(12,6))\n", - "depth_idx = 150\n", - "plt.scatter(loc_data[:,2],loc_data[:,1],c=vs_interp[:,depth_idx],cmap='jet_r',s=0.5)\n", - "plt.colorbar()\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure()\n", - "for i in range(10000):\n", - " plt.plot(disp_data[i,:,0],disp_data[i,:,1],c='k',linewidth=0.1)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure()\n", - "for i in range(10000):\n", - " plt.plot(disp_data[i,:,0],disp_data[i,:,2],c='k',linewidth=0.1)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-deep/1s-100s-Base/13_Central_and_Western_US-Shen2013.ipynb b/Datasets-Construction/OpenSWI-deep/1s-100s-Base/13_Central_and_Western_US-Shen2013.ipynb deleted file mode 100644 index 05de837d820c650bb0e9be2ed5b9f2475e25e1e9..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-deep/1s-100s-Base/13_Central_and_Western_US-Shen2013.ipynb +++ /dev/null @@ -1,645 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Central and Western US (Shen et al., 2013)\n", - "\n", - "Description of the Model:\n", - "- Location: US west of 100°W longitude\n", - "- Grid: 0.25°x0.25°\n", - "- Stations: TA\n", - "- Ambient noise: 2005 - 2010 (828 stations)\n", - "- Earthquakes: 1550 earthquakes, Ms>5.0, 2005-2010\n", - "- Receiver functions: 828 stations, 30-90 deg distance, mb>5.0, ~130\n", - "- earthquakes/station\n", - "- Tomography: (Rayleigh waves alone)\n", - "- Ambient noise: ray theory (eikonal tomography, Lin et al., 2009), 8-40 s\n", - "- Earthquakes: finite frequency (Helmholtz tomography, Lin and Ritzwoller,2011), 25-80 s\n", - "- Parameterization:\n", - "- Isotropic v: sediment layer (linear velocity increase with depth), 4 B-spline; crust, 5 B-spline mantle\n", - "- Inversion: Bayesian Monte Carlo model space sampling.\n", - "- Forward code: Herrmann\n", - "- Moho: variable\n", - "- Format of model file: WCUS_Shen_2012\n", - "- The model was originally constructed beneath each of the 828 TA stations, but then it was interpolated onto a 0.25°x0.25° grid by simple-kriging. The resulting model appears in directory WCUS_Shen_2012 separately as a set of 1-D models for each grid point.\n", - "\n", - "Reference\n", - "- Shen, W., M.H. Ritzwoller, and V. Schulte-Pelkum, A 3-D model of the crust and uppermost mantle beneath the central and western US by joint inversion of receiver functions and surface wave dispersion, J. Geophys. Res., submitted.\n", - "\n", - "Datasets Example\n", - "- For example, there is file 236_40.mod.1, for (lat, lon) = (40, 236). The first few kms look\n", - "as follows:\n", - " ```\n", - " 236 40 24.2691 1.06721687317\n", - " 0.0 1.16519 0.363969\n", - " 0.121821 1.16519 0.363969\n", - " 0.121821 2.56136 0.428722\n", - " 0.365463 2.56136 0.428722\n", - " 0.365463 2.58903 0.23161\n", - " 0.609105 2.58903 0.23161\n", - " 0.609105 2.67966 0.178154\n", - " .\n", - " .\n", - " .\n", - " ```\n", - " The first line is formatted: lon lat Crustal_thickness (km) Error_crustal_thickness\n", - " (km). At this point, crustal thickness is about 24.3 km and the error is estimated to be\n", - " about 1.1 km. Then each line thereafter is: depth (km), v (km/s), Error_v (km/s). At\n", - " layer boundaries (base of the sediments, base of the crust) there is a repeated knot so the\n", - " model can take a discrete jump. At this point that occurs at depths of 1.096 km and 24.26\n", - " km. The model extends to a depth of 200 km.\n", - " The model was created by a Monte Carlo method so at each depth there is an averaging\n", - " that produced the values in the file.\n", - "\n", - "Pages: http://ciei.colorado.edu/Models/\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step0: Downloading & Loading the Source Datasets" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(6803, '236.25_40.mod.1')" - ] - }, - "execution_count": 1, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "import os\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "data_path = \"../../../Datasets/Original/OpenSWI-deep/Shen2013_USA/WUSA\"\n", - "files = os.listdir(data_path)\n", - "len(files),files[0]" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 1: Velocity Profile Extracting\n", - "1. Extracting\n", - "2. De-duplicating" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((6803, 2), (6803, 72, 2), (6803,))" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# read the data\n", - "loc,vs_temp,crustal_thick = [],[],[]\n", - "max_len = 0\n", - "for file in files:\n", - " lines = open(os.path.join(data_path, file))\n", - " temp_data = []\n", - " for i,line in enumerate(lines):\n", - " line = line.strip().split()\n", - " line = list(map(float,line))\n", - " if i == 0:\n", - " loc.append([line[0],line[1]])\n", - " crustal_thick.append(line[2])\n", - " else:\n", - " temp_data.append([line[0],line[1]])\n", - " vs_temp.append(temp_data)\n", - " max_len = np.max([max_len,len(temp_data)])\n", - "vs = np.ones(((len(vs_temp),max_len,2)))*-1\n", - "for i,data in enumerate(vs_temp):\n", - " vs[i,:len(data),:] = data\n", - "loc = np.array(loc)\n", - "vs = np.array(vs)\n", - "crustal_thick = np.array(crustal_thick)\n", - "\n", - "lon,lat = loc[:,0],loc[:,1]\n", - "\n", - "loc.shape,vs.shape,crustal_thick.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# plot the \n", - "nrows,ncols = 2,2\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(8,8))\n", - "depth_idxs = [10,30,50,70]\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " depth_idx = depth_idxs[i*ncols+j]\n", - " axs[i,j].scatter(lon,lat,c=vs[:,depth_idx,1],cmap='coolwarm', s=10)\n", - " axs[i,j].set_title('')\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('longitude')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('latitude')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " axs[i,j].set_title(f'Depth: {int(vs[0,depth_idx,0])} km')\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# single station comparsion\n", - "plt.figure(figsize=(6,8))\n", - "for i in range(vs.shape[0]):\n", - " mask = vs[i,:,1] > 0\n", - " plt.step(vs[i,mask,1],vs[i,mask,0],where='post',c='k')\n", - "plt.gca().invert_yaxis()\n", - "plt.grid(linestyle='--',alpha=0.5)\n", - "plt.xlabel('Velocity (km/s)')\n", - "plt.ylabel('Depth (km)')\n", - "plt.title('Central and Western US')\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 2: Quality Control & Interpolation\n", - "\n", - "1. interpolation\n", - "\n", - "2. rationalizing (remove the thin layers)\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import sys\n", - "sys.path.append('../../../')\n", - "from SWIDP.process_1d_deep import *\n", - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "depth = vs[:,:,0]\n", - "vs = vs[:,:,1]" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(6803, 301)" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# -------------------------------------------------------\n", - "# interpolation\n", - "# -------------------------------------------------------\n", - "from scipy.interpolate import interp1d\n", - "max_depth = 300+0.1\n", - "depth_interp = np.concatenate([\n", - " np.arange(0, max_depth, 1)\n", - "])\n", - "vs_models = vs_interp = np.zeros((vs.shape[0],depth_interp.shape[0]))\n", - "for i in range(vs.shape[0]):\n", - " vs_temp = vs[i,:]\n", - " depth_temp = depth[i,:]\n", - " depth_interp_temp = depth_interp[:np.argmin(np.abs(depth_interp-depth_temp.max()))]\n", - " f = interp1d(depth_temp.reshape(-1),vs_temp,kind='nearest')\n", - " vs_temp = f(depth_interp_temp)\n", - " vs_interp[i,:len(vs_temp)] = vs_temp\n", - "vs_interp[:,len(vs_temp):] = vs_interp[:,len(vs_temp)-1].reshape(-1,1)\n", - "vs_interp.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " mask = vs[sta_idx]>0\n", - " axs[i,j].step(vs[sta_idx,mask],depth[sta_idx,mask],c='k')\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "32a392a4215e4715954f67a29374c9a4", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/6803 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 3: Dispersion Curve Forward Modeling" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "1c83dbb8401241d0b5c7d3ca7cb09682", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/6803 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vel_models.shape[0])\n", - "\n", - " # velocity profile\n", - " axs[i,j*2].step(vel_models[sta_idx][:,2],vel_models[sta_idx][:,0],c='k')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,1],s=2,c='r')\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,2],s=2,c='b')\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((6803, 2), (6803, 301, 4), (6803, 300, 3))" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "phase_mask = np.sum(disp_data[:,:,1] == 0,axis=1)==0\n", - "group_mask = np.sum(disp_data[:,:,2] == 0,axis=1)==0\n", - "mask = phase_mask*group_mask\n", - "\n", - "loc = loc[mask,:]\n", - "vel_models = vel_models[mask,:,:]\n", - "disp_data = disp_data[mask,:,:]\n", - "loc.shape,vel_models.shape,disp_data.shape" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "save_base_path = \"../../../Datasets/OpenSWI-deep/1s-100s-Base\"\n", - "# Save processed data as compressed npz files\n", - "np.savez_compressed(os.path.join(save_base_path, \"Central_and_Western_US_Shen2013_loc.npz\"),\n", - " data=loc.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"Central_and_Western_US_Shen2013_model.npz\"),\n", - " data=vel_models.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"Central_and_Western_US_Shen2013_disp.npz\"),\n", - " data=disp_data.astype(np.float32))" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(array([71., 38., 32., 26., 21., 24., 23., 24., 18., 23.]),\n", - " array([ 1. , 10.9, 20.8, 30.7, 40.6, 50.5, 60.4, 70.3, 80.2,\n", - " 90.1, 100. ]),\n", - " )" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.hist(disp_data[0,:,0])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-deep/1s-100s-Base/14_Continental-China-Shen2016.ipynb b/Datasets-Construction/OpenSWI-deep/1s-100s-Base/14_Continental-China-Shen2016.ipynb deleted file mode 100644 index 352eb2143348c49f2efe10f44bf5ab3f7d4f6313..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-deep/1s-100s-Base/14_Continental-China-Shen2016.ipynb +++ /dev/null @@ -1,661 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Continental China\n", - "\n", - "Description of the Models:\n", - "- Location: E. Asia including China, Korean Peninsula, Sea of Japan and Japan;\n", - "- Stations: CEArray, China Array, Korean Seismic Network, NECESS Array, PASSCAL array, and KNET.\n", - "- Data: Rayleigh wave phase and group measurements.\n", - "- Tomography: Ambient Noise: ray theory (Barmin et al., 2001), 8-50 sec\n", - "- Earthquakes: Eikonal/Helmholtz tomography for phase velocity in certain areas, 30-70 sec.\n", - "- Parameterization: 1 gradient sedimentary layer, 5 cubic B-splines in the crystalline crust, 5 cubic B-\n", - "splines in the mantle. For offshore regions, 1 water layer is at the top of the solid earth.\n", - "- Inversion: Monte Carlo model space sampling.\n", - "- Forward code: Herrmann\n", - "- Moho: Variable\n", - "- Format of Vs model file: China_2015_Vs_v1.0.tar\n", - "- The resulting model appears in directory China_2015_Vs_v1.0 separately as a set of 1-D models\n", - "for each grid point. At each location the model is not the original model file from the inversion\n", - "that is parameterized in gradient layers and B-splines, **but interpolated at regular depth points**.\n", - "\n", - "Example of Source Data:\n", - "- For example, there is file 110_40.mod, for (lat, lon) = (40, 110). The first few kms look as\n", - "follows:\n", - " - Depth from Surface(km) Vs(km/sec) Uncertainty of Vs(km/sec)\n", - " ```\n", - " 0 1.56997 0.477791\n", - " 0.5 2.04501 0.335994\n", - " 1 2.93673 0.177576\n", - " 1.5 3.02941 0.170671\n", - " 2 3.108 0.186244\n", - " 2.5 3.14888 0.163531\n", - " ```\n", - "\n", - "Reference\n", - "- Shen, W., Ritzwoller, M. H., Kang, D., Kim, Y., Lin, F.-C., Ning, J., Wang, W., Zheng, Y., & Zhou, L. (2016). A seismic reference model for the crust and uppermost mantle beneath china from surface wave dispersion. Geophysical Journal International, 206(2), 954–979. https://doi.org/10.1093/gji/ggw175\n", - "\n", - "\n", - "Pages: \n", - "- http://ds.iris.edu/ds/products/emc-us2016\n", - "- http://ciei.colorado.edu/DispMaps/" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step0: Downloading & Loading the Source Datasets" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import numpy as np\n", - "import os\n", - "import matplotlib.pyplot as plt" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 1: Velocity Profile Extracting\n", - "1. Extracting\n", - "2. De-duplicating" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(4527, '100.5_23.mod')" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data_path = \"../../../Datasets/Original/OpenSWI-deep/Shen2016_china/China_2015_Vs_v1.0\"\n", - "files = os.listdir(data_path)\n", - "len(files),files[0]" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_3326849/183684253.py:5: UserWarning: loadtxt: input contained no data: \"../../../Datasets/Original/OpenSWI-deep/Shen2016_china/China_2015_Vs_v1.0/102_47.mod\"\n", - " data = np.loadtxt(os.path.join(data_path,file))\n", - "/tmp/ipykernel_3326849/183684253.py:5: UserWarning: loadtxt: input contained no data: \"../../../Datasets/Original/OpenSWI-deep/Shen2016_china/China_2015_Vs_v1.0/100.5_44.5.mod\"\n", - " data = np.loadtxt(os.path.join(data_path,file))\n", - "/tmp/ipykernel_3326849/183684253.py:5: UserWarning: loadtxt: input contained no data: \"../../../Datasets/Original/OpenSWI-deep/Shen2016_china/China_2015_Vs_v1.0/102.5_47.mod\"\n", - " data = np.loadtxt(os.path.join(data_path,file))\n", - "/tmp/ipykernel_3326849/183684253.py:5: UserWarning: loadtxt: input contained no data: \"../../../Datasets/Original/OpenSWI-deep/Shen2016_china/China_2015_Vs_v1.0/99.5_46.5.mod\"\n", - " data = np.loadtxt(os.path.join(data_path,file))\n", - "/tmp/ipykernel_3326849/183684253.py:5: UserWarning: loadtxt: input contained no data: \"../../../Datasets/Original/OpenSWI-deep/Shen2016_china/China_2015_Vs_v1.0/99.5_47.mod\"\n", - " data = np.loadtxt(os.path.join(data_path,file))\n", - "/tmp/ipykernel_3326849/183684253.py:5: UserWarning: loadtxt: input contained no data: \"../../../Datasets/Original/OpenSWI-deep/Shen2016_china/China_2015_Vs_v1.0/100.5_46.5.mod\"\n", - " data = np.loadtxt(os.path.join(data_path,file))\n", - "/tmp/ipykernel_3326849/183684253.py:5: UserWarning: loadtxt: input contained no data: \"../../../Datasets/Original/OpenSWI-deep/Shen2016_china/China_2015_Vs_v1.0/101_47.mod\"\n", - " data = np.loadtxt(os.path.join(data_path,file))\n", - "/tmp/ipykernel_3326849/183684253.py:5: UserWarning: loadtxt: input contained no data: \"../../../Datasets/Original/OpenSWI-deep/Shen2016_china/China_2015_Vs_v1.0/100.5_47.mod\"\n", - " data = np.loadtxt(os.path.join(data_path,file))\n", - "/tmp/ipykernel_3326849/183684253.py:5: UserWarning: loadtxt: input contained no data: \"../../../Datasets/Original/OpenSWI-deep/Shen2016_china/China_2015_Vs_v1.0/101.5_47.mod\"\n", - " data = np.loadtxt(os.path.join(data_path,file))\n", - "/tmp/ipykernel_3326849/183684253.py:5: UserWarning: loadtxt: input contained no data: \"../../../Datasets/Original/OpenSWI-deep/Shen2016_china/China_2015_Vs_v1.0/113.5_46.5.mod\"\n", - " data = np.loadtxt(os.path.join(data_path,file))\n", - "/tmp/ipykernel_3326849/183684253.py:5: UserWarning: loadtxt: input contained no data: \"../../../Datasets/Original/OpenSWI-deep/Shen2016_china/China_2015_Vs_v1.0/100_47.mod\"\n", - " data = np.loadtxt(os.path.join(data_path,file))\n" - ] - }, - { - "data": { - "text/plain": [ - "((4516, 2), (4516, 400, 2))" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# reading the given vs and depth\n", - "temp_loc,temp_data = [],[]\n", - "max_len = 0\n", - "for file in files:\n", - " data = np.loadtxt(os.path.join(data_path,file))\n", - " if len(data)>0:\n", - " file = file.replace(\".mod\",\"\").split(\"_\")\n", - " lon,lat = float(file[0]),float(file[1])\n", - " temp_loc.append([lon,lat])\n", - " temp_data.append(data[:,:2])\n", - " max_len = np.max([max_len,data.shape[0]])\n", - "vs = np.ones(((len(temp_data),max_len,2)))*-1\n", - "for i,data in enumerate(temp_data):\n", - " vs[i,:len(data),:] = data\n", - " vs[i,len(data):,:] = vs[i,len(data)-1,:]\n", - "loc = np.array(temp_loc)\n", - "vs = np.array(vs)\n", - "lon,lat = loc[:,0],loc[:,1]\n", - "loc.shape,vs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# plot the \n", - "nrows,ncols = 2,2\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(12,8))\n", - "depth_idxs = [50,100,200,300]\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " depth_idx = depth_idxs[i*ncols+j]\n", - " axs[i,j].scatter(lon,lat,c=vs[:,depth_idx,1],cmap='coolwarm', s=10)\n", - " axs[i,j].set_title('')\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('longitude')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('latitude')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " axs[i,j].set_title(f'Depth: {int(vs[0,depth_idx,0])} km')\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# single station comparsion\n", - "plt.figure(figsize=(6,8))\n", - "for i in range(vs.shape[0]):\n", - " mask = vs[i,:,1] > 0\n", - " plt.step(vs[i,mask,1],vs[i,mask,0],where='post',c='k')\n", - "plt.gca().invert_yaxis()\n", - "plt.grid(linestyle='--',alpha=0.5)\n", - "plt.xlabel('Velocity (km/s)')\n", - "plt.ylabel('Depth (km)')\n", - "plt.title('Central and Western US')\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 2: Quality Control & Interpolation\n", - "\n", - "1. interpolation\n", - "\n", - "2. rationalizing (remove the thin layers)\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import sys\n", - "sys.path.append('../../../')\n", - "from SWIDP.process_1d_deep import *\n", - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [], - "source": [ - "depth = vs[:,:,0]\n", - "vs = vs[:,:,1]" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(4516, 301)" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# -------------------------------------------------------\n", - "# interpolation\n", - "# -------------------------------------------------------\n", - "from scipy.interpolate import interp1d\n", - "max_depth = 300+0.1\n", - "depth_interp = np.concatenate([\n", - " np.arange(0, max_depth, 1)\n", - "])\n", - "vs_models = vs_interp = np.zeros((vs.shape[0],depth_interp.shape[0]))\n", - "for i in range(vs.shape[0]):\n", - " vs_temp = vs[i,:]\n", - " depth_temp = depth[i,:]\n", - " depth_interp_temp = depth_interp[:np.argmin(np.abs(depth_interp-depth_temp.max()))]\n", - " f = interp1d(depth_temp.reshape(-1),vs_temp,kind='nearest')\n", - " vs_temp = f(depth_interp_temp)\n", - " vs_interp[i,:len(vs_temp)] = vs_temp\n", - "vs_interp[:,len(vs_temp):] = vs_interp[:,len(vs_temp)-1].reshape(-1,1)\n", - "vs_interp.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " mask = vs[sta_idx]>0\n", - " axs[i,j].step(vs[sta_idx,mask],depth[sta_idx,mask],c='k')\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "f7e498a2e813458b92ca387fa146bbeb", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/4516 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 3: Dispersion Curve Forward Modeling" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "ce6f3f44d4a84f89bf50217b4ccd0197", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/4516 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vel_models.shape[0])\n", - "\n", - " # velocity profile\n", - " axs[i,j*2].step(vel_models[sta_idx][:,2],vel_models[sta_idx][:,0],c='k')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,1],s=2,c='r')\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,2],s=2,c='b')\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((4516, 2), (4516, 301, 4), (4516, 300, 3))" - ] - }, - "execution_count": 25, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "phase_mask = np.sum(disp_data[:,:,1] == 0,axis=1)==0\n", - "group_mask = np.sum(disp_data[:,:,2] == 0,axis=1)==0\n", - "mask = phase_mask*group_mask\n", - "\n", - "loc = loc[mask,:]\n", - "vel_models = vel_models[mask,:,:]\n", - "disp_data = disp_data[mask,:,:]\n", - "loc.shape,vel_models.shape,disp_data.shape" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "save_base_path = \"../../../Datasets/OpenSWI-deep/1s-100s-Base\"\n", - "# Save processed data as compressed npz files\n", - "np.savez_compressed(os.path.join(save_base_path, \"Continental_China_Shen2016_loc.npz\"),\n", - " data=loc.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"Continental_China_Shen2016_model.npz\"),\n", - " data=vel_models.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"Continental_China_Shen2016_disp.npz\"),\n", - " data=disp_data.astype(np.float32))" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(array([75., 33., 25., 29., 22., 29., 24., 21., 19., 23.]),\n", - " array([ 1. , 10.9, 20.8, 30.7, 40.6, 50.5, 60.4, 70.3, 80.2,\n", - " 90.1, 100. ]),\n", - " )" - ] - }, - "execution_count": 27, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.hist(disp_data[0,:,0])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-real/CSRM/01_CSRM_Real.ipynb b/Datasets-Construction/OpenSWI-real/CSRM/01_CSRM_Real.ipynb deleted file mode 100644 index 04893048e8f442372b00ab8d522478e856e8dc59..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-real/CSRM/01_CSRM_Real.ipynb +++ /dev/null @@ -1,1070 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## China Seismological Reference Model (CSRM) - Models and Datasets\n", - "\n", - "- Description:\n", - "\n", - " - This high-resolution CSRM-1.0 is constructed for the top 100 km of the crust and uppermost mantle in continental China, based on the constraints of the P-wave polarization angle, short-period Rayleigh wave ellipticity from ambient noise, long-period Rayleigh wave ellipticity from earthquake data, receiver function, empirical Green's function, Rayleigh wave phase/group velocity dispersion curves from regional earthquakes, and Pn-wave travel time extracted from seismic data of 4435 seismic stations during 1990 and 2020. The CSRM-1.0 has a spatial crustal resolution of about 60 km beneath the north-south seismic belt and the trans-north China orogen and about 120 km beneath the rest of continental China, and a spatial mantle resolution of about 300 km. The seismic constraints used for the construction of the model consist of the 479,321 polarization angle measurements from the P-wave waveforms of 9361 tele-seismic earthquakes, the short-period (4 - 8 s) Rayleigh wave ellipticity estimated from continuous seismic ambient noise waveforms recorded by 4211 seismic stations, the 622,972 receiver functions calculated based on the waveforms of 9361 tele-seismic events, the 639,171 inter-station empirical Green's functions from seismic ambient noise, the long-period (20 - 80 s) Rayleigh wave ellipticity estimated from earthquake waveform data of 4193 seismic stations, the 54,792 event-staion Rayleigh wave dispersion curves from regional earthquakes, and the 50,867 Pn-wave travel time data. Please click on link for the datasets. Click link for the paper. \n", - "\n", - "- Reference\n", - " - Xiao, X., Cheng, S., Wu, J., Wang, W., Sun, L., Wang, X., Ma, J., Tong, Y., Liang, X., Li, H., Chen, Q.-F., Yu, S., & Wen, L. (2024). CSRM-1.0: A China Seismological Reference Model [Data set]. Zenodo. https://doi.org/10.5281/zenodo.11098135\n", - " - Wen, L. X., and Yu, S. (2023). The China Seismological Reference Model project. Earth Planet. Phys., 7(5), 521–532. doi: 10.26464/epp2023078\n", - " - Xiao, X., Cheng, S., Wu, J., Wang, W., Sun, L., Wang, X., Ma, J., et al., 2024. CSRM‐1.0: A China Seismological Reference Model. JGR Solid Earth, 129, e2024JB029520. doi:10.1029/2024JB029520\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Observed Dispersion Curves" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import os\n", - "from scipy.interpolate import interp1d\n", - "\n", - "phase_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/Original/OpenSWI-deep/CSRM/PhaseVelocityMaps_CSRM1.0\"\n", - "group_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/Original/OpenSWI-deep/CSRM/GroupVelocityMaps_CSRM1.0\"\n", - "\n", - "phase_files = os.listdir(phase_base_path)\n", - "phase_files.sort(key=lambda x: int(x.split(\".\")[-2].replace(\"s\",\"\")))\n", - "group_files = os.listdir(group_base_path)\n", - "group_files.sort(key=lambda x: int(x.split(\".\")[-2].replace(\"s\",\"\")))" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(array([ 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36, 38, 40,\n", - " 42, 44, 46, 48, 50, 54, 58, 62, 66, 70]),\n", - " array([ 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36, 38, 40,\n", - " 42, 44, 46, 48, 50, 54, 58, 62, 66, 70]))" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# get the period\n", - "phase_period = np.array([int(x.split(\".\")[-2].replace(\"s\",\"\")) for x in phase_files])\n", - "group_period = np.array([int(x.split(\".\")[-2].replace(\"s\",\"\")) for x in group_files])\n", - "phase_period,group_period" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(20514, 27)" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "import os\n", - "import numpy as np\n", - "\n", - "# Initialize an empty list to store station coordinates (longitude and latitude)\n", - "disp_loc = []\n", - "\n", - "# Loop through each group velocity file to gather station coordinates\n", - "for file in group_files:\n", - " data = np.loadtxt(os.path.join(group_base_path, file))\n", - " lon = data[:, 0]\n", - " lat = data[:, 1]\n", - " group_vel = data[:, 2]\n", - " lon_lat = data[:, :2]\n", - " disp_loc.append(lon_lat)\n", - "disp_loc = np.vstack(disp_loc)\n", - "disp_loc = np.unique(disp_loc, axis=0)\n", - "lon, lat = disp_loc[:, 0], disp_loc[:, 1]\n", - "loc = np.array([f\"{lon}_{lat}\" for lon, lat in disp_loc])\n", - "\n", - "group_vel = np.zeros((disp_loc.shape[0], len(group_period)))\n", - "for i, file in enumerate(group_files):\n", - " data = np.loadtxt(os.path.join(group_base_path, file))\n", - " loc_temp = np.array([f\"{data[j, 0]}_{data[j, 1]}\" for j in range(len(data))])\n", - " loc_idx = np.array([np.argwhere(loc == loc_temp[j])[0][0] for j in range(len(data))])\n", - " group_vel[loc_idx, i] = data[:, 2]\n", - "\n", - "mask = np.isnan(group_vel)\n", - "group_vel[mask] = -1\n", - "group_vel.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(20514, 27)" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Initialize a phase velocity matrix with zeros, sized (number of unique stations) x (number of periods)\n", - "phase_vel = np.zeros((disp_loc.shape[0], len(phase_period)))\n", - "for i, file in enumerate(phase_files):\n", - " data = np.loadtxt(os.path.join(phase_base_path, file))\n", - " loc_temp = np.array([f\"{data[j, 0]}_{data[j, 1]}\" for j in range(len(data))])\n", - " loc_idx = np.array([np.argwhere(loc == loc_temp[j])[0][0] for j in range(len(data))])\n", - " phase_vel[loc_idx, i] = data[:, 2]\n", - "mask = np.isnan(phase_vel)\n", - "phase_vel[mask] = -1\n", - "phase_vel.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# figure the phase velocity and group velocity\n", - "period_idx = 26\n", - "\n", - "plt.figure(figsize=(12,4))\n", - "plt.subplot(121)\n", - "mask = (phase_vel[:,period_idx]>0) * (disp_loc[:,1]<54) * (disp_loc[:,1]>17.5)\n", - "plt.scatter(disp_loc[:,0][mask],disp_loc[:,1][mask],c = phase_vel[:,period_idx][mask],cmap='coolwarm_r',s=2)\n", - "plt.subplot(122)\n", - "mask = (group_vel[:,period_idx]>0) * (disp_loc[:,1]<54) * (disp_loc[:,1]>17.5)\n", - "plt.scatter(disp_loc[:,0][mask],disp_loc[:,1][mask],c = group_vel[:,period_idx][mask],cmap='coolwarm_r',s=2)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(12901, 2)" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# remove the station without data & data length less than 20\n", - "mask1 = np.sum(phase_vel>0,axis=1)\n", - "mask2 = np.sum(group_vel>0,axis=1)\n", - "mask3 = (np.sum(phase_vel>0,axis=1) + np.sum(group_vel>0,axis=1))>20\n", - "mask = mask1*mask2*mask3 >0\n", - "\n", - "disp_loc = disp_loc[mask]\n", - "phase_vel = phase_vel[mask]\n", - "group_vel = group_vel[mask]\n", - "\n", - "disp_loc.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "rows = 5\n", - "cols = 5\n", - "fig,axs = plt.subplots(rows,cols,figsize=(12,8))\n", - "for i in range(rows):\n", - " for j in range(cols):\n", - " sta_idx = np.random.randint(0,len(disp_loc))\n", - " axs[i][j].scatter(phase_period,phase_vel[sta_idx,:],c='r',label='phase vel',s=2)\n", - " axs[i][j].scatter(group_period,group_vel[sta_idx,:],c='b',label='group vel',s=2)\n", - " # axs[i][j].set_title(f\"Station {sta_idx}\")\n", - " axs[i][j].set_xticks([])\n", - " axs[i][j].set_yticks([])\n", - "\n", - "plt.subplots_adjust(hspace=0.1,wspace=0.1)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(12901, 27, 3)" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "disp_data = np.zeros((phase_vel.shape[0],phase_vel.shape[1],3))\n", - "disp_data[...,0] = phase_period\n", - "disp_data[...,1] = phase_vel\n", - "disp_data[...,2] = group_vel\n", - "disp_data.shape" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Reference Velocity Model" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "vel_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/Original/OpenSWI-deep/CSRM/CSRM1.0_2024\"\n", - "\n", - "vel_files = os.listdir(vel_base_path)\n", - "vel_files.sort(key=lambda x: float(x.split(\"_\")[1]))" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "vel_depth = np.array([float(file.split(\"_\")[1]) for file in vel_files])" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((19478, 241, 3), (19478, 2))" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "temp_vel = np.loadtxt(os.path.join(vel_base_path,vel_files[0]),skiprows=1)\n", - "vel_loc = temp_vel[:,:2]\n", - "# depth vs vp\n", - "vel_model = np.zeros((vel_loc.shape[0],vel_depth.shape[0],3))\n", - "for i,file in enumerate(vel_files):\n", - " data = np.loadtxt(os.path.join(vel_base_path,file),skiprows=1)\n", - " vel_model[:,i,0] = np.ones(vel_model.shape[0])*vel_depth[i]\n", - " vel_model[:,i,1] = data[:,2]\n", - " vel_model[:,i,2] = data[:,4]\n", - "vel_model_mask = vel_model\n", - "vel_model.shape,vel_loc.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((14351, 241, 3), (14351, 2))" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# remove the nan value\n", - "mask = np.isnan(vel_model)\n", - "mask = mask.sum(axis=1)[:,1]<=0\n", - "vel_model = vel_model[mask]\n", - "vel_loc = vel_loc[mask]\n", - "vel_model.shape,vel_loc.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure()\n", - "plt.scatter(vel_loc[:,0],vel_loc[:,1],c=vel_model[:,100,1],cmap='coolwarm_r',s=2)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Match Dispersion Curve and Velocity Model" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((12901, 2), (14351, 2))" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "disp_loc.shape,vel_loc.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "# convert the longitude and latitude to string, so that we can use the intersection to find the matching points\n", - "disp_coords = np.array([f\"{disp_loc[i,0]},{disp_loc[i,1]}\" for i in range(disp_loc.shape[0])])\n", - "vel_coords = np.array([f\"{vel_loc[i,0]},{vel_loc[i,1]}\" for i in range(vel_loc.shape[0])])\n", - "\n", - "# use np.intersect1d to find the overlapping points\n", - "matching_coords_str, disp_indices, vel_indices = np.intersect1d(disp_coords, vel_coords, return_indices=True)\n", - "\n", - "# convert the matching string to float format\n", - "matching_coords = np.array([list(map(float, coord.split(','))) for coord in matching_coords_str])\n", - "\n", - "# extract the longitude and latitude\n", - "disp_lon, disp_lat = disp_loc[:, 0], disp_loc[:, 1]\n", - "vel_lon, vel_lat = vel_loc[:, 0], vel_loc[:, 1]\n", - "matched_lon, matched_lat = matching_coords[:, 0], matching_coords[:, 1] if matching_coords.size > 0 else ([], [])\n", - "\n", - "# plot the data\n", - "plt.figure()\n", - "plt.scatter(disp_lon, disp_lat, s=1, label='disp', color='blue')\n", - "plt.scatter(vel_lon, vel_lat, s=1, label='vel', color='red')\n", - "plt.scatter(matched_lon, matched_lat, s=10, label='matched', color='green') # matched points\n", - "plt.legend()\n", - "plt.xlabel(\"Longitude\")\n", - "plt.ylabel(\"Latitude\")\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((12901, 27, 3), (14351, 241, 3))" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "disp_data.shape,vel_model.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((12705, 27, 3), (12705, 241, 3))" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "match_disp = disp_data[disp_indices]\n", - "match_vel = vel_model[vel_indices]\n", - "match_disp.shape,match_vel.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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UNdduGWoteZ7zKOSv+CxSA8bKcWI0icm0O2LhcVhbSKanac69UChkUWFtwfMwpuBy5GRTkB2M1D6d8xH4xXHurpG+PVlWKQnztbbggSgk2iU/n3uUdrvwFz/zrcbmSZxcpvx/fmea9ddgMo5Mv635rf939/1V9gOKivNRocK3QKtWOIdDT55G5QeTX9oPDPziFvHdomz+8GuGTrXwqPCJQbN8bfvFdZnzIcpciLB0bedlValM4BXfb5Y29xqBWteVl23W8m/LDkaOerZ48N3i/iqfz48VrImhoV9wM9q1omwrO1aq6E+9tDgpl83tdZySjaXNic0W7xvdpqZVF8tadb1+Bjxzo3IgfDd4X6P2G7/xG3zpS1+68tmLL77Ia6+9BsByueS/+W/+G37/93+fKIr4hV/4Bf7hP/yH7OzsfHAWV6jwXWKVWFaJ5eaGS+AqtAO9hsPxMKFbd9AaLicJ212P2SJlmVh2Oi5nowTfVTRrDqejmF7TxRgYz6VsFBustQSeZrEyeI7CcRTzpaEWaIyFVWyoB3qdVTPwFPPI4HsarWARyfnEWJLUUvM1y9iiFQRe9RvhBx2LyKC1LHBnkSHM5ny5MjRCzSqxpAZqvmKxsrgaXLe4xmRHwrDd8XC1IjWWftPhdJTSCDWBpzgfJ2y2XaLYMl0adjoOF1ODUop+U3M0SOnUNY5WnI0Nez3NZGGZR8LZeHQpuVH6DcU7p7DXk12Gw4HodZwMRbn0mR3LG4fQqUOvCa8/Fo2OKBFXycsH8OBMdkWe2VG8diiLgWYAb5+IZPp0IS6aF2/Au+ey63Gzb3nzCLa74Dvw8BKe2RJNkOkSnt1VvH0s2h1bbcXrh3CwKeP7+BJe2IPTkWWZwLPbiuFMFjy+K26ebgMSY5kuJH/MeC47KN0GnA6hVYdf+6UGf/ZmwudedDkfGB6dpfzUn/OfNq0VvgXe95LtlVde4Q/+4A+KCtyiir/zd/4O/8f/8X/wz/7ZP6PT6fBf/pf/JX/lr/wV/t2/+3cfjLUVKnyXmC4Nf/p2hLHQayhGc4nJ69Y144XB0StcrVgllrNRwiKyWGAwSRjOpGwj1MyWhsML0XtOUsvlOGYayflO3WU4S1HIr8rFyuB7ijSVF0e77jDO2s2PtQLPFb966Kss+yd0Gw6jmUg2fuqgTq9Z/br6QcXhZcw7xysU0Aw1k6VZuxjiFJqhYraU67HXdBhMs+sxUMwiK2GlmYujXVdM5uK/6DQchjMJhvU8xXIl+VeWsbhjTseWy6kshts1zWAGjk5RKJYx3D9PmSxk8Xz/XPHoUmU2wtlYSWhrLAuO1x+L2Je1Qjh9cCY7Ha0anI/hj0PJRLtK4M3HsmABuLtjORwoXEd2QcYLEQeLYnHdPB7A0VDK7vWEw+G7lnog2W8fXQi/w2SLoMOB7IzUPMvZWPHV++C4Ut+Dc8twJuP64Eza1UpEyQYzqPuWyVxs3Glb3j6SsTnYtLxzBJ5jIU24GFv+4+spF8OUVSLE2L/8MxXv6/3ifXE+fuM3foN/+S//JV/+8pefODcajdja2uL3fu/3+Gt/7a8B8Nprr/HSSy/xR3/0R/zET/zEd9RGxfmo8GHg4XnC28fiC3eUWfuOi6hCe20YntaWJ++Qctky/0NdU7ZAno/ivcdFTfkZ0Kpod6fn8cxujQo/mPjKuwvGc3Pls7KWRRlacS2PI7+OVflbSq7HK7oYJU6HpeBsGKPXnI9cr8PYgvOxStRauyOKC22PXEo9LXM6sGvOR1lqPUfZ9VMLChvy37GKIoTW0UV/PceutTty1+iV+82y5qXMo8JFmrtotLLrerWSfooWiXyWpJY4k1pfrQyr7NhkPx7S1DKbyYdlzke3qfjSLzef7OgPIT5Uzsebb77J/v4+zzzzDF/84hd58OABAH/yJ39CHMf8/M///Lrspz71KW7dusUf/dEfPbW+KIoYj8dX/lWo8EFjs6XXD6HNtjy5tIJ+U24B31XUMr+3bD1L2Y1WVlbLL0mA0NNrf3iv6a4f/HlZR0GrJhXUA4XnSIF+y13ntOhnZV0N9UDKtmoaN2u33/LWNm62q7SbP8jY7RZz3WvIBRD6BQ+j19DFNdZ21mU79eIay/lIvZYjnCRgsyVlXQdaYXGNedl9sN125HpUkikWxA3Ryn7EbzTV+p452GBd182NbLekXvAs7mwVL/ln9+Sv78ouCGRulazeZ3bkflJKwmrzdnMexma74H/c2swWIwpuZoqkoVe0u90u2j3IZNJdBw4yG1th0e6NfrHwuZW5YzxHyKd5u42MF/LCTbVWSX3pVs7zgJtbcnxn16GR1fuTr1b353eD97WX+/nPf57f+Z3f4cUXX+To6IgvfelL/PRP/zRf+9rXOD4+xvd9ut3ule/s7OxwfHz81Dp/67d+6wkeSYUKHzRqgeYLL4akRh44nYEsMHoNh5NhQqeh0UpxOUnZ7jpMF4ZVatluuzRrDr6jaIaKs3FKr+lgLYzmKdsdl9EsJbWWjbZHI4yp+ZrQ11yME/oth1VqmS0M212PTjMBK4uPRhjTqGl8R3MxEX/8YmVYrgxbXY9W3cFVstg5HqxohA5awXie0m+5zJaGOLVsNB0upimeIyGVg0lCqy7hwPNlSrfpMo8SjLG0Gz6DyYrAdwhch+Espt1wiRPLIjJstD1c58k9oEWUMp4ndBseyzhlFRv6bf9aQarrYIxdc2fqoeZyktDObJwtU3pNl+nCYLJx/DhIvKmxXIxjPFdTDwobjRG33UbLYbwwmetOcz5OqQWyEB1M5LqIEss8Mmy1HQaZy6PTkDDXRqhxHcVwKiGv85Uhii2bbYe7ux6eFg2N01FKt6FRwGBm2G5rxktLnMB2x6EVpoS+ohEqTocpGy2HxFjGc8Nu1+VymmItbLYd6kFKo6YIXOFxbLU1ixVMl5YbfU27Ljt3W21FM7B0mwpXCzfjYFPcEbOl5EJp12RRtNVSvNUSHog1orfxwr7l8BKWkWhzbLSE87HVhm88lAXJcgWHF/CZu5Z3jhWpEU7HZtuy2RKX0Tsn8OwOTJbCw3hhX0JiHS2Lh80TsdV3LUcDWUQM56LzcXfLstlShL7kibl3atnrA1bCce9sWs4milUKtzcsWy0hyrZr0u6tTcUispwM4aUDxd1ticR5YR9ubiq2e9AKHb5x3/LKHcXlJOB0aPnc8+/7N3wFvsdQ2+FwyO3bt/nt3/5tarUaf/Nv/k2iKLpS5sd//Mf5C3/hL/A//U//07V1RFF05Tvj8ZiDg4PK7VLhQ8O9kxUPz2X7NPRk29VaQMlft7TVG3pkJFGL54gfugzPYS1LHXhqTSjNU32X3Su+K5wSgMBVRIlsI+ssJFLrcipxxTKry3MVcVI4ZUTtUa23tIuyFt+RLW+lLI6yWbsWY9KsLocozlw6ylm3l9o8UsHhlduNK32ME8N/enuCsfk2uNTba3o8d+Nq2afhzcdLTkfJlXFUyuLwZB/3+gEH2x+9D/3Nx3POx8l6fPMwUZuNjeeodRZWP+NQQDHXZZdIef5CT+a9fI2VU8GHXpFi3nOuZnK1gOuo9Wflsq7OxrHkarlyjXnC3bBWrrHUyG5DnOap7RWzVb5bIIsSkU8Xnoeri7bqPozm4qbwXeFbgGhvWAuBK0RNkEXHYCa6GK4WvoWjCxdMuyaLCxDy6GQpNjRr4jbxnGIcO3VZWAC0ajZrVyTTjeXKPdnwYRqJPcKjyu8DGcfAFdIryA7HdJm5oawSGXgrCy2A0LVcTnN7LaOsPwqZH88p3DXP7sH//WdK8qo/xPjIQm273S4vvPACb731Fru7u6xWK4bD4ZUyJycn7O7uPrWOIAhot9tX/lWo8GFiHhUriPwBAoX/uLzAyF+I7/18/VkplXi57PrFVSobl8qWU5Bfl0p8lVxfb35Ubnd1nY2lhpNSLvFyXXl7ZQ7BInqyk3FaaJ2kpcKL1TUO/aegPObX2Vi26/3U+0FisSpsLBYexfkr8xc/OdflcXzq/Nmr35Gy5TaKY7v+zF5bNrnuGkuuL5u3V243Kp3PFxlljYzy9+el35T5wqOs3TGPivDY6bLURlZvmfsxK5WdZ3WJNoh6ouyidD63UVHYWB6v/Ly0a9f9yUek3N+8Xunnk+1Ol6xdpLNSf/L2ymNzUTEFvit8T4uP6XTK22+/zd7eHp/73OfwPI9//a//9fr866+/zoMHD/jCF77wPRtaocIHhVtbnqT7DjW3tz18V7HZ1ux0HXxXcXvLo1XThJ7i1rZP6ClaNYeDTR/PFTXIjZaUPdj0aYTiZjnYCgg8RbvusL8hZXe6Lr2GlL21FVAPZEv/YCvAdxXdhsNuz8VzFTf6Hp26Q+Apbm0H1Hxxo9za8vFdRb/lsNWRsgeb/trG2yUbb2Y2bnY8ek0pu79RpxY4BJ7D/mYN39W0Gy67fR/PUez0PLqZjXd2n9xxqPmanZ6U3esHtOouvqc42PrOSbB3dp60cavjrm28uSljE/qaG5sfT+TA7e1Q5q/mcHPTy+avmOtb2zLXNV9xZ8cj8BS9hubmhovvKvb7Dr2GuGFub3vUA0UjKK6xfkuz28uvG5dOXcre2ZHrsVUrym61NdudbE6y67HmK+7ueISeolPX3Np08V3YzWwMXKmrEWrqvuLujkvgSRjtwYaD78KtTYeNliL04Pk9TTOUiJSX9uWzvZ64PUIPPn0gnIpmCD/6jOxYbHfgx56BeiChqy/syS7CF16Ena6Epf7kS7JjcbCp+MKnoBHCZ+/C8/vS1k+/IhyTjTb8xAuKVg1ubsKnb1nqPnz6lrhYGgH8yN0iZPczt2UH5kZfQndDD17aF65II4BXDsTWjRa8ektR8+D2pvBVQg8+fVPcMc0QXj2Q72x34NVbEp778k3hoDRC6cNmG/ot+KmXpe93d+DHnpfvf/5F+X+nDj//I5Xb5bvB++J8/Nqv/Rq/+Iu/yO3btzk8POTXf/3XcRyHX/qlX6LT6fDLv/zL/Nf/9X9Nv9+n3W7zX/1X/xVf+MIXvuNIlwoVPixYa3l4HrNYWXa7Lp2Gi1bywJ/WoJ2RTFNjaNa0pAVPLM3QodWweI4sVlo1S6vhYA2gUlo1l8SIrkKz5tCKPEJP0wjFBdOqO8SJxXUNzdBZ/yJr1RzmDZd6IC+NJIVW3UE7imClaIYOi7qLo6XsIjJyPotgaGVkw1VqadU086bwUlo1zXJladc0KOlTM3TRVmOs9CduKHxPE/gaY+RFtvSF5Be4ivsnsn/ea3mcDmPqgaYRukQJNGouSmlcx0FrzdtHSxwN/abD+XhFsyYE3PEsYaPjMZ4bksSw2fHpNBw8VxYgy5XYbbEoLRoqibEYI/yQd47mhJ6mlnEvuk2XVWxZRCmbXZ/LifzM7Zds9F3FYJaw2XKZLi1RbNjpepyOEhxHFnpnw5hWXYTh1lL6M5HS3+66tOqy0GuGmnlNRLtSAyhDq+ZIyngjvv9OHWqBoh4olrHwNXzX4rqWds1hGcsv52bNoV23NDOyZ2pkgaqUJoxNdi0IUbJd08wbDt26ZEGzpLRrmtQo4myuOw25Ztp1xWLl0qkrEqPQWurKw7VboUO7rqj7Qqaex5p2XaE1OFqukWZN3EXtunCaug1xt8yWil5DJMl9V17am025RrY6sDuF3V7hrtztyS7HMs5CYjdlobHTgcsJ3Ny0zCNxqez1ZWfBGCF7no2h35SX/Xwp36kH8m+zJaG0jhYC7GULNluKwLMsV7IoschORr9pmSxFA2SrJfokW22VubksGy3hcMSJLCq2F0LW7dZhFll2etCsKeoB7PcVi5WM440N4ZX0m4pOA6xSPLNn6TQlzLZVg3/9nyyuA8/swtfuy3h4juXeCbxyCx6di3bJT76s6DRkp+VkKHlt9nrw/N5H+TT8ZOB9cT7++l//6/zbf/tvubi4YGtri5/6qZ/iN3/zN3n22WeBQmTsf//f//crImPfyu3yXlShthU+DJwMY15/LHutWun1lvV1oYtlnoaXcSjyAMX885xnWQ6JzX3wV8Nvi7Dcsp9flzgF1+FK2W9jY7nd3EaFxXNkjzhwYhxkn9gqdx0WmSJ+amMVxuZRFCW7suOCbXKVX+BotR5HV5vs3NWQ5TxUE+U8wWUAi6OlAkcVW/jlvl8HrSnNX25vacxtYUXZRqVyH3+pP+V2HbWW586qeU/4czEPZc7NdXAdu+7Dt+uP6xRb/k+ba7PmnTzJCSmj/H2lVUluXObBmFJ4LYplXHyepCoTxJPz1uScEmk3inMOShFau7bVCiFWAb4n5FJjLUn8ZHqCwCvCeRs1iBO5cmqh9EqrIuw2cKW/ebsyTvaKYms+7zXfrsemzNu6bmwcXXC98vZTI8cgLoE81NZx7Np9JG3JyFtbhAUvM7eUm82PtZYkyefJrvlft7bhb/yscK1+798V8/6Ln5Mdm+93vJ/39/va+fj93//9b3k+DEP+wT/4B/yDf/AP3k+1FSr8UOA7XuV/H8JahVLffQ+/229+z2Nqn3L8UcJee/jtir6vej9IfLufq/Z99Of9NXx9Wx96YNR3OCnFYvU7/PoP8gPhO0Alm1jhhwLbHZflyrJYWfZ6LsfDVLZyWw5Hg1TcLsoymFl2uprRTKTY93oiv+65im5dczJM6DY0FsVknrLTdRlMU1Ij2/bHg4TQ11lYbkK/6bBKLPOlhNpeZO6CzbbH8SCmEYq74HKastlymUeGZWzY6ficjWO0Fi2R02FMqyahtqN5nnnXECdS7+lQQkTbNc3ZOKZTd1BYZsuEzXaT+WKOsZZ2s87leInvOQS+x2AS0Wn4RLEQPTfbwRWXxskwpv6EjSlRbNnuepyNErSGjabD2WhFq+aiFEzmMf2Oz2RmiFNxu5wME3xH0W44nGbjaLLswNsdj+E0wVjRYTkdxoR+5nYZJ/SaLlFiWESGrY6/Hsfc7dIINZ6rGE4TNtoShpzbeDpKcDV0s3Fs1x1A3C7bXQmVjlPLTtfleJDie+K+Oh0m9JqSUG2yMOz2HC7GEmq73ZHrpuYrGoHidGzYamkWsWW+tOz1Hc5GKUpJyOvRIKEZanwXLiYibT7ObNzryXXjOopeU3MyFJlzhWI4T9npOAxmVrIsd6Vd31O0a4rTkaHXVCSp2LjXdzgfS6jtVsfh8DIVnpGvOBlZtjuK6RJmS8vNDc39c9kR2O8q3jyRjLWutjy8UDybSaZPl/DSDfjmY+FOHGxIxtj9fqYsegmfugH3T2V35OVb8JV3oVVT7HTEDfHsnmURKY4G8Nln4K1DcYG8fEvxtfuF2+WdU9EBmSwkq+2L+/KZVhJW++YRwlnxLYcD4X5cTmERCVfl3XNxE+104P5Z5nYBzseWO1sSchunUtc7J+La6dbh3qlwSaZLuJjCp/bg7WPp33N78PUH4uLpNkQC/rldaXc4E67JNx7Kbspzu/DVB7DbVSW3i+LRufTpp17JdlY0/PxnCrfLD8Kux/tFtfio8AMLay0PzpZcjGM22x7TheTKmNYU40WKo0QierxIsRgcpRjODPVAzq8SS6umGM9TPFceJrNlgucIJ2SySGnWFNNFQmosjVAxW8akqQYcZouYwLGZ9kNKc6mZL2Qvdu5r5ssYa4R7MV8kzD2YRYZoZZiHivlyhaMVoQuL5QqNk+WMSVgEivkiIU4s81AzXcgCSSuXyTzFUaAwTBcJ9UAzW4jOR+DFrJZzSF0whng5Z+UaliuIVglRoFhEq8xGscFaTeRKvaGnGM4UixhC33IxlYeu5xgGM0tiUjwHRnND4Btmy5g4MdQDGY+Vq9DaMl3EuNohtZbpIqURSB+MEWn60TwlSixxqhjMLNoxTJeK2VLj+3A+Falv17VczCBKJPzyYqpwXZHpXsYQBpbB1OI6wokYTC2pSdFaM5hZQt+sX+y1wDKcG3xXYa1iOLNobYkTy3hhaASa4cxgDNR9xXBqWAWKNFWMpqmEoEaW2dLSDNVa5yPwpK40TfE9zWhmqPmK0dyyjC3N0DCcWVxH7BxMDTYLix3MDHVfZwskkV8fzgyBp1BohrMUR2niFMYLk7Ur3JnAk76vYsPSdzgdi1tgNIfxQrgNZ2N5sfsOHA8UcRYW++gcGoHl8aVwFTaaotEhvCA4Gqh1MsbTsbzkz6ey+LiYyIt5lUh7gzlcTIRDMZjLufOpvNgvJnA6EveDQY5bNcmrMpzLS/l4IC/r0BPZ9mUEzbri8YXkgzkbS7RNtyGLi8AVt8vxsAgLPxvLYuh4JJyPZiBlG4Fk5D0bS98mC8vFRLHZhLOp7KxszhSTKFNd1bJAGc0VwzmMFhJWPJxLX8+n2Zhqi6NksbXVkQXNLBI5+H/ztWwRt2m5mMhiyeyKC/GHCd+TzseHgYrzUeGDwiJK+U/3JFjfWIW1uay0Wuta5Mjj/bP/FfLOKvdZW1z95K1ylQPxpH+7DF1y0pe5BteXtd9yV/a9vIU8LXmZm+FmfApPx7hKnMuuliR4ZZltYxUm53+gS5wAZ82RSDJOSGoU6ZofUvKhK5PxNyyuypkSpkh9rnRJgrsY5/x8OV7AItyDq+ndFWk2f1qXpLyvlb8vjyPr+StRQko2PFm2bOPT6n6azPl158v2XlsWmb/vBGUtmKfBrPum1uGwK5PNryn4FhbheYDwPIyV8st1KG1xPZe5JqISWvyCh6v9c3XBe7iO6+LoIgS24CtB4BfXc65EKjLo0lqcyJgqwPOK807G/wg9e8042jU/y5a5QIq1BHwRRg5pmt8/2bUA1PyCs5Nfr8V1IgMZp1dtNMauOSNaFyqs7UbOubF4pZ/+f/EzsNP5/l98fGQ6HxUqfJIhOwFy7JT4CLkUtRwX5fNP8wfFe8u619wtZTVQr1Q2fyiXHydeuWzpeP0CLhX2So1dKZv9dZ7S7vprpbocXdTlOEXn8l9a5R9cnvOUdrPDq2NTtpcnUFY/LdeVN1Fu13WfMo75/OmnzF/JHrUu+xQbrxnHp/XHvcbG8vnycTlfSNGHUtlvY6N3xcZS2e/UxuKjK2MXlMrm7ZXbDUuq4DW/sC8v45fO14Mnv6dV0Xb+fZB8Le+1tzw2Nb+gO5TrzRf35fssrytfBOTHeX3lsQtK9uZ9VyUby+fDkr35mEu7dt2uveZ7+diUbaxfY2O+K/REu6Xj8tg0SuPww4LK7VLhBxJJatBa8enbDQbThH7LY7GyLFYpWx2P83GKoxXdhuZ4mNCpOzgKLqYiZz2LxF2y05G05L4r2UUvJindhoOxInMu3IuUNLVsdDzORytCzyH0NZeTFb2mxyoVmfOtjs9wKj+Huk0pWw8dPEcxmMb0Wz7LlWEZp2y1fS4n4nZp1V0u1mGsivE8ptf0mEeGVWLYbPucjVf4mSz4xSSh25BUp5NFwkbbZ76IMMbSaYUMxzMC38XzPCbTOc1GnTg1LJcruu06o9kKhaLd8Dgfx9QDB9fRXE4ljHUWWRaRZacnY+NqRa+pOBuJHLlWMJqJ7Pc8Es7HRks4LL6raIQO5+OYbsPFWMtkLnMyngt3phw+G/giY77RkjDlycJmvAb5fb/R1hwPUlp1hacV5xPDdkczj4Tfs9tzOBmK9Hy3oddS+gpxb2x3NJOl8Ht2Og4no5QgC7U9HaX0WxIZNZ4J5+NyIpyPrY602wgUoa84Gxm2OpplbJkuhSt0PpKf7JstzdFQeEWehvOJYaejmUaW5cqy25V2PUfCno+HKb0s59BgIu2O5oZVImWPByKv3gyFH7LRvmrjxcRknA/N4aWhESpqnuJwaNnrKuaRuF5ub4kbQGsJeX3rGLZa8jJ+9wye31Ocjy3jOXzqAN54LC/t/T68/thmeVuUpKvfF0n25UqOX3sk4bv9luWNx6KJEcXiCnnppvBDUis8jW8+5oq8+jM74toYzCQE9d1T2am4sSHZc3e68kJ/eA7P7ooM+3Qpx++eyQt+syXHu10JtT0ZCT/kdCxRLLe3hEvSCkWr496pcFkWK8XZWPrw8Fx2Me5sw9vHll5DFhoPziWXzXghnI/ndhX3TmVhcnMDvvkI9noKRwvn46Wbktl3spTjt08sNU+k5989h72uPFs+DKRGdp/KC3aQ0OTALRbOHweqxUeFHzgcns85ulziaoXnOsyjlPFsxWIlyqCLpeF0nEhyrobL5STl1FUorZhHlulcMY8SUgNR5HKRET87dc14HjOcaBTy4l+tPCbzlWxtr3yGk0jSdAce82XMfC46H0lqiFcB46nE5C0WAcNphKMVvq9ZRgnLhccqjuWBsQoZTRcoBbNawGQeMR5rtNZEccpy6TNbphhjiaIa5xOxsR7IS3wwlq3dVWJYLFcslgtxnyynLCeXLJQm8F1Wyzl2HKJWU0hipssdpvMIUCwWGwymMY7WJNSYRYbhJOFi5hKn4r8/vBQJ652u4WJiCb0Ez5EX/+XMsFjGpAbGC8nt4mjRvRjNUs5GCdbKS3W2TBnNEqwV7oKUVfiey2huORkZxnOHKIHB3HA8lN+le92Uk5HFdw2hq5gsLedjwzQSHsF4YTkemnUSwfOJIfQMWinmK8tgZhjO5QE9mktZR1m6dc1gZjgeSqjuMobRwq5f7MOZ5nhk1okBR3PL6diwjIXrMFlYTrPFx1ZLcTq2+G6K7yqmS8vl1DBbGBIjZY/WNirOJ5baZYpWsFhJzpbh3JCWyjpKXtaDmeV4ZIhTebkP55aTkbgEtseKR5cSLu57isup4tGF8D2WsfAT7p/JzsBuB+6diYiXQrgYj84lz0mUCI/h9cdZYrlNWRB06+L2Gs0VxwN4eCH8idOREEN9V17CR0PJ/xKnwnsYzWVhYK3U+9axLBi6Dfn/40shZy4z/sjbJ7I7cKMnJNBmIG6Xi4nYfzGRMT8dKd45FRv3erKwatVgtZI2H5xJ3WkKL9yQdn1HiKSHl8JrWcZi49lIbLbAxcTy4EJe1q2a8DdORmJjlMiYv3Usu6z757KQaRyS6c7IfTKcSf8XseX+ueyc7PcMJyNZkP3sy/ranErfC2aR5f/7TcMqgZdvKp7blZXGf3gTXjsUsbS/9KNXd2Y+SlScjwo/cPjyWwNSY5/w3a85Dqg1r8Ha4nzuK9fKrN007ppTUGhSiB+5cPiuXSHqW/MPyijoH9drglxJjb4+W/RH7JfjFPcJjkTZRlclOEpsbzFCWXF2O4gTX5sE18iOTOQ2SLQ8jaa01/yYRSKqo6vUYZW667HLuTNaGVzHorBrF4mj0vU4qix/zXt7pFXRq7zvwjvJNBiMtJWkilVacE3yqlxti3Esj2/JXfOtuBlllPkhxSi+t+arZa9yWMrnC85OMddlFG3wtLG5zshrypZtMLbQ8UhNxuOwRT6Xss6HouAyiOaFcD7WqeRLnI+yVknZFZW71so2+W5Rtuy6WfN/TMFxea/2xjXdXdeVZDojZcl0RfHrPfRLGidZW2kqPIz32uB7Ja2Sa3gpnluUrYfFfb3uQ6m/SVpwZ9L0ybl2SpyP0C84ZIFblPzJFzXbHzDn4+0Tw9cfZm4kH/7iZ8SI//XfFvb/Zy/LLtAHhYrzUeGHGr1mkaLcz5yzoa/XD452rXCit2py3tWF/7gW6PXrpFmTDxVQy5z3rlbrh2695Fivlxy6QeZI9ly95lY0asX5enaslFrzO3zXLR54JSd6Lftp4iiFkz2ha0G5D05hY5D1xylsrJV+2vhhlghOKRxP2lBeACobp7CQNm+E0jdXifIpSARE7svuN4uHZTdTbZTIl6wPJRslvDX/XNryHLV+4TTD4lGUz4lWhQ+9HhQvp25zXZROXa3L5t2sB8VLIk87D5K9FLK5dvJ2i6VDN0tnr4BGtg2eR04AdGpFf8vt5jaGXuHnz88/zcZGoNY2dktlW9faqAobS2UbQWajV9hYPp/Pj6sLTkEzLMZxs/Ru2M6OA68o228V/dnvy1/JgFv0N/TkLbbdKcY8T1GvleyOgMxJ3p/tbtFuXtbR4gKRMShs3OmUyvbkr+8WNvaahY15WaVkFyNvN78tt9vFXO92Cht72S3RKNtYGpvNrC6nxM14mo3b2bHnyC4SZDtEWcObWUitQtw9UOz6fNDYahWct71u8fnBhvz13WIuPw5UbpcKPzAYzVIscGOzRhg41AMX39VcTiI22gHL2LBYpmx2PAbTRLauGx6noxXtmovWMJgmbHU85suUVZyy0QkYjCNJs15zGYwWtJoBGMtssaTbbrBYLEhTQ7PZYDKZ4vsenu8zGc9oNeskacoyWtFu1pktJEtVox4ynswJAx/XcZjMZrRaDZJVTBTFtNpNZrMZWmlq9RqT8ZharQZKM5/PabeaLKKYOEnotBqFjaHL+XhFp+EJ52Mes9EJmS2WpMbSbgQsRj5eUMP1fJajC8J2H5MsSeYT/N4ejdkIgKDZZTSZEgYBynEZTVb02gGzCGZLw15PczjI5LebikeXho2mRivhNez1NdOFaFnsdh2OhxKq28w0NPotkS4fzxN2uh6jeYJJoddyOBsm1EOH0NOcjBK2Mp2W8dxyo684Gcl6abuteHhh6TYUvgunQ7FrFllmkaRjPxk6eC70GorDgaGf8SkuJin7fYfRXCITdrtwOBRNjGZNcXyZstlxSFIYzgw3+pqLiURUbLfhcGBphSJdfjwUHscy46Xs9xRnE3nJbLYVh5eGTkPhOYrTUcpe12EaWRaRYbenORlyrY2DacpeT2yUcVQcDiz1QOTQjwbCNYkTGM4sNzcUpyPZWdjtiHuj25DQ4Pvnkusk51M8uyP8BceBGz3F64cyBq4WF8yL++ICGk7h5QPhcYj0OHz9YfGL+cGZ5eUD4XzMI9HmeO1Q0alLqOybx1J2FQvn4sW9zEVjhDvx2qEshJp+ofMxW8L5ROq6dyo23dy0fP2+tO+58PaRaIqcjcSt8sqB5ZuPFY1AJNxfewi3tmQs7p/Cq7fEFbNYwUs3LV9/KBLy/TZ886HwS5ax9OPTt+Dhhewa3d4Uu3oNWXw8OJf+rMdxW8bZc8Xd8/pjWSj5jrhrntuF4VQy7t7dttw/Fw7ORhsenFt2OuoJTsZ3iuFM3IDtzB1UD0TC/nJm2WgqfuIFxXhhubWhOB1ZHA3/lxcV223hztQ/RqJr5Xap8AOBw8uYt44kRrBXT4lWKWTp21NjcRxFmuZbkM46c2rgaaLYoJRdbwH7rsKkSVZWE60kFXzoQZKkaCyeirHW4jkONpZcKK4fEq8iYeO7HiZNUVpjs31dz/OJY7HR833ileQwd7TCGIPWDqTZ+SAkjmSh4ng+abzCKoXVHtZatOuRJ2FVbp3FKpN7dn3iRPgDWsmDKfQUaSL1bqgpLIQU4NsEm6xQ2kElEWCh0SWJMxdMa49VIinmF7orrizlMVjKT1TPdRnM8p0YmEUKjV1v0TcCS5L1vRWKsBVYar4iSiyOsmt5+loAqyyWs+YLYdRaUFpk2bWCZexiIdNhyXdisgykyq7Tq+eS3Hm7efr2ui8p2RXy69jYqynqW7UiI2ueft1Roj9hrfySzbOwNsMiJXsehuo6xbZ7MxRuR142Twufh5b6bpEZtWxjzZeXY/l6DD21zsKal7VWIoSKdPVCrKx5imE2NjVfMZiJj8pxIIplgbZciY29hrw8QV5ew1kWYmrEtrpvGculzUZTuBwA7brocLgaUOJ26DSKsdvtit4KQKsuCxJfdN0wVn7xj+ZStpO9NMnGcRnLnKwSsbHfFE5HPn+XE3FpJbElSq6O3U4PTgZy3G8pRnORRk8TsbGX5WIB2O3JIs1au76GQh+UFpffbh/mK+nDXk/GQSHumlVSXB8A7bDobyOQvmllCXxptxEUZfsNy2gBYOnVLYtYxvEvfNoh9N7fAuTRRcprj/PnlJJxsNKHOJXxzK+xepBdC4DvKEZz2XX8v31O5v6DQuV2qfBDh/G8cNxGpZTseQr4tCQAsCzl4Y5i+V453j8pJe1Ylcrmn1tEKwMgjYtc40lc5Ok2aVa25FCOS+fjValsVsakcel8UW+af8+ybjdOyzaW2shEE4wt/NRxyeltouzpi8VmCxKbxuSe6nRV5A+Ps+QUBr0ex3La8nLq9DzluqHw0S9LaecXUXEcZWnfy1oJUSmd/XJVlM2HP04LFsysGJr1sbWFXkQ5dXpR1q5f4JZirsv9KaeNz+tISzbOV9eXzW1MSv7+eam/5bK5jatrbSxSvZevx0VpPMply+nqcxsnpfP5wsEiCw+Q/ua15QuA8nFqCtvK8zuYluqdF33Jb5Vxqa5h6Tjve2yK/uR2lctairko25gvFso2JGkxP5OSjeXU9nl/4riwcVjqw+W0GNO8n6ukZGOpD/l5SzE25WusPI7596wt2i1fN2V7F/n8GdYL1feDUemZt74PKK7H8jU2KY35uDTX5fH9qFEtPir8QODGhovnyK/P7V6IUhD6Dp2M/9Fr+mvex3Y3xNGyBb7VDVAId6NVz8q2Q3xXMsj2O/WMl+HSboljNgxrBBk3otnt4TguSmta3R5KKVzXo9EU526t0cTzA0DR7vTQ2kFrh1a3ByjcIKDWEKdyvdXF9XxQima3j9Ia7bg0u+Jw94OQoCaO4narheu6KKXod8VG33PYaMs+arPmrfko3U4Tx9ForQj7e8L38Gt4vR0A3M42utYCpQg39lGOi3Lc7JeLIvQ92pkDe7vjUvPFl3xnS+M6whO4vSlj22vIVrsCbvQ1oSe/sG5uSobe0Nfsdh0UwrFo1YRfs9Pz1xyQ3Z6PUrIDstV2snZFsl4ractzZPfgzpZwJ9o1UdlUwH5P1DtFklsy+wae4mAja7cOvabKbJRU8o6Gg0295nDs9eTRuNGUqBKl4GBD5NFdBw42JaS4EcJOV17s2221tvFg01nbeJCNTSuUjKwgIaB1Py+b2wg3N3Rmo6LbEBtv9vXaxluZjfVAbFdIvzt12c15dkdUez1H3CZayU7D7S2hzd7dkjnSSlLI+67sNLx8Uz7b7oirQin41E35rqtFEt13oVmDz9yR8zc3JPxVKUl33wzF9fDqLflOpw4v7Mm1cHND+A5awcs3pE3fhU8fkGVFFneLQv72m/L5q7dkXGo+/Mhd+f5eX8JqlYJX78iOhufAn39ednbadfhsVvb2DhxsyfGPPie7W74Ln3tO4TqyQ/LqbanrmR1xRWgldoWetP38rnzWqcHNfpYgbkP+r5VIy/su1DwJpdVK7oG9rpR9dlsidBwtdbla3GC3NuX8Vgv6jffvdrm5IdeY58g9oZVwhna7+f0nc6KVhAN7jvTpUzcK7s5e7303+4Gh4nxU+L7G8TBlujTsdTW7PV/kkDuaxGgaoUPdF9dIr+UTxwnRKqHf8fF0ilKKdtMn0CtqoY/WinaQ0m4GLEJNkiR0WiGeinFdl1rgE6oVYb2BNjErxxK2WiTE2DQlaLXw4gVuEKLDBqGNCNpN0iQmXsyotVr4Vn7uBK0WXrLEqzXQrkeoDUG7jQk9kmhBrd3FMzFKO/itLk4a4zdaoB0iB8JWm9BfkMQxjVYN18a4nocfBIROTKMeYCwsFkvarZCaazDWUG82QCm8IMBzHJTr43c3sdGcdDbG6++hMvKp227jJQvceh0T1Kj5hmbDp1ZzWK5SNjsarSXctNcSXYN+08nCklP2e5rRXNxae11RSw08Setu0Wy2HayxjOYp210nk623bHdy94pD6CsCT7HRclmsrMx1Tx6kKFmUKGXo1B18F+q+nJ8sFPNIeBogD+jNtgYlNgI0AjnfCIVPsd/T4qbyNd26wtWSlyVJLaOZYX/DEZechd2uli37UFP3wXdFM2S5gslC6tVaHvw7Ham305AcOaGfstfVTBqwiAz7PQeFvAw3WrL46DUdlILLQHgp9SDLNdTXpFZ4Ju2aQiG5iJYxXE4MBxsaEHn121sS6dFtKFohhK4sLCYL2UXIX6qyqBF3y3ZHXrj5wmG7LTsVLx9YsIqaLy9zWYAJYfrxheXFG4rNjuxaPb8vi7VWTbgcniO25CG7z+/LZ8bKIsIYIbc2A0vNl88mC8VgCi/eFDeeo+HWliVJJd29q6EVGj7zjPAXRjPLq3cUJoV6CHd3JWLszq4iTWG7bfjsXU3NTVms4NO3HFaR5MW5saXwXcvzNxRRAicDy0sHilog4/jMjtjYayqaIQSu5faWYryQdp/dEZeX2ChjutWWhVCnZrm7I+Mwj0RrRKTiFVstjcaKZswILqeGgw0ZoySVBdvhpbgpWzXL8dCy1dbEiWWytOz1NDf6ci3v9sRd1Kprap4idA37PXHFTBaWO5viQszzz3zumatRSx8HKs5Hhe9bXE5T/uyevMxdrdbbjI0gJUmFX1B35bxWZi0x7juQmjzdfLp2e6yh1Hob23et8D+sxbfC0VDW4Ceyf6ox6IynoVwPm8QSDqhF5Mui1ne5clxsxiVRrrc+vtJ0ZpdyXEilLhwfa9KiXsBol1TJg8e6Iakx4k7QvsinZ9ZBJu+d9bFOBMkKrKG+HGRxiwYn6wNuAJn7J6l1sGmCUZpRYw+AyASME9mpSa3PIs43TxWrREFJmt4tSZ/nHAdrWYeLKiy+k/FhHLvOwxF6liTNv6vX4ZWJyfujifLU50pR8ozl0/dEu2CvpIJfy4OrYqs99Ox6O71IyV4E2kq6dPWeeq+2l9flO5B7/8oclG9t49WQ1hxlSXXXEZ6HuGV0JuUNq8wuR4tQVt6H/LjcXl5/6BVuHlezrjcPZVUIEVcheWKm2dZ9LSjGXGTO1ZXw2ppfuFvyMVeAk/3U9ZxCwj23wVqbhQFLH1R2z4SeXbsUkpVhsZIQ4MVc7gfXkRe1AtoNxWwpttdrwnuwxpIk+d1gmM4loL7XdtZlG3UhPjsagiwSq1mHJJOh77dYX2+uwzqT7jqc2C36W/OvzqX01+bBZDSC/Bqz2XPoagi9qwtJ+lZorly7ubT8OoxclexyVXF/2cJFmdcVeLDMXG8v31R8av/DWXlUnI8KPxQoP9BzTgLIwwneo75QWmIba0plnwzyL6/Hy5yN9dO7vF4vnb+2LNfXZa8TFyjZ9dR6r7Ox9L3rfkvYsgiDKQ1aVlbZ689bk3NcipEsV1V+SZpr2k2fWvaJole+b0oF1qP4lLquyx3ylOm5Vs+hbEvybWx8WrvXXRZP6/t1Nqbfxkb7lHZzG8umluhKV47fuzjKzyvk35WyeVtp8f84KZXN7y8Fa62ZnPz8nrrW9pZuxqe1a66xMS6Vze/3ss5H+fs5tUlsvNoXgFWSaeooOX7CxhKu2HjNXJfnKUmu7897+/Xetq6b66ddY9fN9VOvx2vavTpOn4z9hsrtUuH7FlttzcGGw2RpuNF3OB7IHbjfDzi6lDTrzcBlMFmx0a6xWq2I4pTNbo3heI7Wik6jzWg8JQh8HK2ZLRZ0Wk3mi4gkTem1G4wnYxzHoRluMB0NCOsNnGTFaj6l3tskHp9DmuL3d4gujtB+iFNvEw3O8Dt90nhFupwT9neIRucABJ0tloMTnKCO4wdE40vC7gbJfIpZLQn7u0SDE5R28NobLC5PcOstlOOxmo1odbdYLOaYNKHR2WA8FhuDepPxZEKtVsNaWCwjuu0Ws9kUYy3d5gbzwRmuH1Db2GI1OMLrbsNigllM8LbvEF8cggJ/4ybR5RFB2MRr9JnOZmy0WlzMXKLYsN1xeXgp0TobLc2DM0OvKTyQ84nlYEPkyFeJ5eamw6PzlMATmfNHl5KCHivZXW9seFxMJKvtbs/neBBT8xX1wOV0lLCZ/VKdRZYbGw6PL+UButvV3D+zdOqylX08MtzoieLoYgW3tjQPzw2uo9jpKB5cGPoNUErUTm9tas7GllUCtzcdHpynBJ6ooR5eGjbbWtwuc8vNDYeTkWS1vdHXPDgX6fI85HW3K7+8J0vL7U3N44Ek1tvvah5cGDo14WOcjCw3eorh3LKMhUvy6NKIa6ileXRh6DXl1//lxHJzQ2yNE/Hz3z8zhL7ohzy8kFDNeSRRI8/uKN49kxfP3W2R+u7WJdz2nROROR9kqeBfuilKpFpJ2a8/kAysoQ/3ToQb8PhC3DSfuQP/6R059+ye4qv3xS3gOJbHl4pXDkSOPIrhpQP42n1xu+z2JPT0zrYQSc8nmcT4kdj4/B587YGEardrljeOJLx2OJNInE/fkjBYxxF+z5+8adnfULjK4ZsPDD/2gubdY8toZvmJlx3+4xuGegDPH2j+7C3D3V1NkljuHVv+/As+X30nYRFZvvCKx7//Zkqvqbi7r/jy25ZPHWhxuwzhR55VvH0sNr5yIOHA3YaM5btnMl6DmZBNP7UPrx/KTsczO/BaJhdfCyS09/k96fdiBS/swjtnElG314F7Z5bttuwEnk/gmW3F0VDcS3e3HR6cG+q+8H8eDww7bXENjReWgw3N4aXscu73Ne+eGdo1cckdXlpu9oXQO13CM9l14Wp4Ye9j9rdkqBYfFT6xiBPLm0cRSWrZ7Xk8vkip+aITcXhp2O6IImOaSgp0S+YusXkWW/mbGJ1lbi0+z6MJDJqVdXGs5PtIjbPebs8rU8agtEKZFDddoU2Ak0R48RxtEpx4iU0TVBrjRlOUsjiJj7ea4MQNiCPUaoY2CTqLMFEmRScR2vNQxhHXjUlRNkWZVBROrYEsAyZQ2hO3KGvRJpWdCmvQJkZri7IpjonR1ie1oEiBFIURZdNcD9RaCd1VWsZNORjlYDNNTyxSV7xEez5euqS2muClPoE2KJ2ilYejjMjYa2gEK0LXEQl1L8HTHjU3wVUWRwU4Olc0zUXcFIvYYbYSd8YycbKsq5pV4uA6CmPtlagYS6E4u36EKnFv5SGx2exl7pri+7mLwhiF0lmmXCN/k0zNMzEK18jLIEnlF2WSipshzwibq4QmqfAJjCmVtSLHLtedED5Tq4hTldUtEv/GqqxusmO1dgElWTtKFfXGqWaVWhIjW+06c88sY6k7TmXbPS3ZIvdGdlzqfxnWyiWWRwvJd6xkZzXyEpTjLLol3+HIvImeC4EvixDfBzKei+sqtCPfi/M+JBCtIE3sejxFYTRTbS3Jh6ZZ2ya1RKvMHZXCKrYkiQJtiRNDmqp13yygtBhmjSWOLUkCcWxZrQxxooiihOXSkiQOy2VC5GuM0eVbS+wyrN1AqRG7Y1/6sIxkt2MVZ/0x8n/r5HOVZcg1+Tyo9TimVv5qRSbbn7mLlbhrEmvX11tqIEo0jiO7TXEqisKrRL4nqr8yZPl1bcz69r2yS1LzFT/54idj0ZGj4nxU+MTi3smKh+fCP1CllOx5avXylSu6DXJz1bxkvYDwtdydjkrxHdmXdbW5+mWpLWMXgMKs5cg9lYKVWMZaIrF6Oo3xY4lXk8VCxuNQCnIeR+bktSiszrgZjle4EbRb7Kdfx/xSGmzO4/CyuoCM52HQ2IxcYR1PQmtLZQ0Kk/FDlLVrufbAROsFSy0aSVvGoG3GNYF1f6x2wBqM0kQ1ibhZ6AZTpwvALKkTrSXP84XF9ZLpsfUkXNZCnKV3lwd1pgTriNYKQM1N1/OXS7VflY5Xa398Lh/+NJnzPHV6fna9KCmVzS+FXCek3FIZZVn3PNV7GeV6y9yN62TbyyhzUUpLzTXkxZov11iPYz4GsuAoas7dJUoVrgp9zSXm6Kup4MUGu/6+SQv+gesUsuv1mtjjaKjX8v6W0gRYWCViY87tKEMru14E+V6hUVK42Mp+M1l8gIRjJ2nG+VjINaq1cIAAmnWd1VVacBpLnIWix6uEVfa2btQd6Y+Cblei0cqcjzDIR1t2e/Kxvu5WdXXh1nDdwt2RS6prVZKA92QB+d65LjIjF30PveJ69JziPsifc2UukOdccz2WxrQVws+96vBho+J8VPiBwHVp2KF4kJafA27p6aqvedKWP8kfVk8tq55SV76gUGVjnOuP8zJXGnZKp6+79YrCyimXffKhoUp2levKbX9af4uyBRG2/ES90m52XOaE6NKrsZxW/Lq8HOWhK593rpm/K+dL854fqafUVbbh2rKlobvORucp9V77si7VdaXdb9efa9ot2/jtxrF83r3mnih/xXWKBZZbvjSvsTGXErel47JteX8VssNR1CsF8h2o99rtfZsx90o2etfYWL41yu16pX363Ea3ZKPvXl9vjsBbb2auZe7zKJX3wtXXj2Pebvn6uDo2T9Z15Xr9dtfjU66FdXvfwXVz3X1QzrHzSUHldqnwkSP/ZaOUeuI4f3laa7mx4aKUbL9udVxOhgmhr6kHitORYbPtsIot44WEK56OhTq+05WyjVD0EQaThH7LJU6yUNt2jdF0gVaKVsNnMF5Sr3lopZjNl7SbNaJIOB+dZoPpdIx2HOqBz2I8IGi00MmKZDbC6++Sjs6xJsHr7RKfP8YJ66iwSTI4we1uY5IV6XyCv7HPaiycD7+9RTQ4wak10J7PanyJ397ArBak0ZKgt000Okdpjdfqsxyc4TVaKKWJZhPCdp/Vco5JYmqdPrPxEMd18cIG8+mYsN7AWFgul7RaLRbzGcZYms0mi9Elrh/guQ7x6By/s4GJFqSLKf7GHsngBAC3t0N88Rin3qYWNIgmI3qtLq1Es4pTuq2aZIF1oN90OBvFtGquZDqdJWy2PaaLlCSx9Ds+x4MU35VcNMdDw0ZLs0oUg5nhYENSwacG9noux4OEeqCpB3A+Ttloi7z6bGnY6bmcjeRn3lZb8/jS0K6LBsfpyLDb1UyXrENtDweifrrRUjy+zKTLlWQrvdFTXEyF83FzQ/HowhJ64mM/GuScDxjNDDc2NGcj+VW911M8vDA0MxtPhoadrma+ktDGmxuK46HsBmy3FY8vLZ3MxrORSKqPF5blSjgdh5d2rTtxmNmogIupcFjOp+IKubGheHAmv8a7dZEp3+2qdQbYZ7blM2NFuvyNI+EqtEO4fy4htdOlcCqe3xPZcEdJptrXHsF2RxG4lndPJa388UA4H6/cEk5IzRftjNcfi8y56yhOhpZndrJ09YmE1b51JMqh/abizSP5bBnD6cjyqRuSFddYCft87bFodbRqcO9EQlPHc+GmfOomvP5IXq53dzRffsdyY0PjOZo3HqZ85lmHwwvLeAY/+rzmq+9KaOqtbcVX7hnu7DikqeXdY8OPPOfx2n3hfPzYSz5//FpMv6U52HH4xgPLc/uaVQInQ8srtxXvnsji5Lk9eP3Q0msqWjV499Ryd1sUVEczCdF957gItX3zSHgcvifZcu9uy9wsViJpf+9MFj9bbRmHnS5g4Wwi43Q2kh2pW5si5V4PNN265XBgMwl/ERi7tSEZgy2SRuDhuaVdz+T+B4bdnmK6FAGyu9ufLJcLVIuPCh8xVnHKO48vSVLDZqfOxWiO6yiCoMHZOKZZc4lTzWRh2Ol5nI5Mproo5LrAS2nXNMdDw2RhSI1lvhS3wulIpBFTk/NDUpqh5MdYrixRHLNKDCuz4mQgadX7UcrxABphQuDIQ28rjlkuI5LUkBrFeDzH0RoTjIlGFySLGe5qSjqfSCjqxWOJDIlXxCfvEvshTqtPMjgmXc6w8QKznIFNWV3Ki90mMcvzI3RQw/FD4sklZrUkXc4wcYS1huXgDLTGjxMWgzOc+RTleqzmU9I0ZblcYNKEFMVkNEQ7DkF9xWwyJlouSdFEUYQ1KcvJEGstbjwnujgkcX2s55AOjrHzEWYVifqpMcSXh4AiTVNW50eocIitdYhnI9JkxTR1SJIE7AajcYLWCid1WEym2MjD1ZbVMmJi6ywXC1JjGKses+mSyNFMFm2OBobZUjNbOYzmsmX88FyRWlFGffdMU/Mtmy3L6QjGi5RVbJivLKlRHA5TFBDFDg/PDY3QEHiSi2QVWwYzedml1vLumbzYxwt5mHcbBoXiYgpRbDkaitshToWUGXqw2bY8ulBcTuX6G81hZSxHA1l8RIkQD2u+oRXC0RDGS8tkITk84hTePRPexmwp9bZqVhYqI8U0sgznsFwp4tTyzqn8Wt/tWu6fKXoN4eRcTDSzCA4HijgRye/XDzMbW/DOqciEL2K4nMrL/51T2Y6PEiGcNkMRFrt/LguP8UIWFMbK4kQp6d9X7sNG0+JqeSmOszT004XU+2dvy0tzOJd6jwfQathM/txyOTOZFL7i4YUskE5GmreOJb/IYCIaFqtEiK7GCEH1q/ehXRfS8DsnsjA6HcrfeQR/+qZofZwOLP/+m4bdvqLdUNw70qxSeHQpRF/lWP7kLRmbx+cp//ENw72tlFVsuX9imC0dXn8oJF+clP/zDUW7bnluAt98qBhMLbFRnE/ElffmkSw+FisZm07d0m0KGXcwsVxOs+sisXzjkbhtRjPLVx/AZkvm+vGFYjyHo0tROl2uFN98LON4ZwvePoGzsSxSLyZyHR4N80y58NYJ1HxLryG5Zi4mYv9oIdyPR5diYxTLvDcDQ6sGJyOIUvjsbX1lJ/eThIrzUeEjxcnllNNL0fTN83pYC0sjiqFC1Ms5AQpDzu/QV6SuAZSyuBknQKtSuCl6vSXsabM+72bHwhPIdljWm5QWt5SC3s24IqFeAeKkbSeXUlca4yWL9bE2Jb2OTI9jLWpQQs7HADCufw3vhPVeqVnrhIAtcT5y/ohReu3+Mdot/LslronJ+CHaJGik72E8Q1nhfASr6bre9WZtSRBC2pWXYOJJAoiVE7JyRWV1bpvEVtpwSPC05NNxyOfCrEc3orbmZ1wu5b5OjCJKZZxyYh5k2ipWdCZCz2TWFVwSSvwea8t8gZwHIp/nSK26MtRlfogxhV88515AeVvdXuedWvM43kNPWLersnZBXFV5sffWkX92vb++4HSUI7cTU5Cpi3bXQ7Nu6zrNkKt9K0nhRzkh1a65HcYU3IxcTwOgUZeWPBfaWTZW3zX4bsFLSDMS6Wgm10ecWJaZFkbZfSX6IAVPAwqSLECamLU9USRcICG66vXY5W663EZrLfN5mtVlSTLSj9Zq7UYNQyFsKgXNhpudB98r6vp245jD1cVc5/esfK/kPswOA68Iw85dPwq7HhOtyjo5PPHMK+Oq+9GWeFLF5z/3aYd68NEtPirOR4VPLK6mnXdLxwVxLb9nyzdNo8j0Tp7F3tWFfzNP0w5FqnFF4WMt+8rLZWt+9oIokcLckmPWKzlLtSfS5dZx1y95naeoB1RY5HpXbpZP23HXTx4nKDI4OX5xrLKFinKLttwgXPfB8bPUk0qv1Ucdtxg71/OLerPPlVLrXzxu/n1Ah/W8VVTWH+V45COpg0apbMnGbNFT5taEfuk4c7IrSu2WbAw9ve5Pfgl4TjHXrdL8NkvHfj7XTjHXjfJ1kQ8NxVyXLrF1inqlirK5YiZcva7K7eZ1uLp4WTeDJ8vmXAOQ6zK3rFlK1tXKjpUquAhXbCy1e52N5Xbb9eK4HshbyXcLG8vnO6XjvL3QK16E3dL5Xnbp5nL5ZbtBFDrXNtSK+yu3sV66Flql843MxtAvyvaKS2ydSl7k9OW4ERY2braLere68jeXon9vf8vp4fuZjH3oF1yRjXJdnXyxUMxleRzLKe7L9oaZjTW/mOtecdvTbRY2etlirHxdletdz7VTmutS2fL4F/cM3/KeKV9jNb8Yp08iKrdLhY8UrXrA7b0eqzil1/IZTFdZKniP8+GKTtPLfjGl7HRdBjNDksjD4nBgaYaKeiA+ze2OJk4tk7lhr+dwMZFfOxsth6NBSquuCVzF2Thhu+OyXBnmS8N21+FsLCGinabmZJDQaUiI6GCSsN3xmK8SVnFKv+Uzni5xMxvno6FwPkzMajom7G+TjC8gTXB6O6RnD9G1JrrWIr44xO3tYpOIdDbC2zwgHp0DFq+zRXR5hFtvo12PaHRB0N0kXUWkyzl+b5vV+ALtuHiNDovhmcirK4doOqbW7bFaLEiTmFqry3wyFnn1MGQyHlOvN7DWslgsaLXbRPMpxhhqzTarwSlOWMf1AuLLx7i9PWwckc6GeFu3SEangMLtbLG6OMJttMALWU6G1No9VnFCFMe0mk2GsxWu1jRrLqPxlHo9RAOz+YJ2u8VyuSBNUhrNJqPpEs9zCHyfk2FCv+kSG7icWG5tKk5G8sv1Rh8enCvaNWiGDkdZuvpVInO933c4m8iuymZLNDK6dY3nwsnIsNcTzsdsKVoHjweiwNlvittlqy0vjpORpEu/nIrb4taG5f6FpGTv1EW3Yrcn4bQXUyl7OpZfwXtdy8MLsbEWwOEF7G+Im2A4gzubcDiUF8VuV3HvVPJ9eK6kbL+1QSZ9Dbc3pa7Ak1wy989F5hzgeCj5WM4mktn2zlbmwgmh2xSuwcGmuDJORsLTeHwhNt7etLx5Av2GvNDfPZPvzyLhUzy3A/fPJWz3Rh++8ZBMut7y1hG8cktxOhT3wp+7C1+/L9LlB5tS9va29O9oCM/tKC6mDsvYcmsD7p2JpHu7Bm8cWdH5iODxJXz6dsb5MCKl/o2Hlq2OvEDfOBSdj9Fcsui+eltcIq4Dz+66/Mc3DXd2NKEvvJPP3BGOxGAKn7lj+doD0V3Z39D82ZuW524ojLG8+djw5190uH9imS4lV82fvC2Lm52u8Fle2JdxPBwIx+V+xkt5Zkfq3elAowZvPoYXb4pb6mwkZd86El7RrW3ROLm5IXP9zrHl5QOZm/G80AxphrDbUbx5LDl6wHI8hGd31Vp35taGzFmrJv/un0kundVKcZbN3+FAFjg3eqLj0WsoAl/cPDc2ru6+fNJQuV0qfKSYzBNeezDDAu2Gw2SeYK3k8ZhHBkcrYuOQGNmhyDNgtuuayywrZZ7aPHAtijRL062YLORSboQOw5nNtmdVlqZbsVzJw6TXUGSeH7p1EexxHZH6jlP5pRnHkkp+owmz5Qqw9MKEeLWSBGnpDGtS0bUYHQOS+M0Oj8Ud0uhiozn4NeGDmBTd7JHOxgCo9ibJfILVGu0FmHiF9kKSTMrdbXRYLcRIt9YkXs4lzNZxMWmCG4Ssssy4bqPDYhkJy9/zieMYrTVWKVlweA7MRzI2rsJOLgBFkC6xyyn4NVgtJQS3v08SZWHErY3MRod5c5c0TdFewDKRmBc/rDNZyIKvHRiSWEi8GjAmJfBc7HICgG70mC1j8aE7G8wji9aK4aJGkkoK+uOR/Pzb61ouprIF3WuIpLZIrsv8dRswmstcd2qa4Vx2UFxHfN/1QDEXJXy6DbVOyd4MFcN5LpEtPvN2DUZzCUTeagsnQWFp1WRhkP9yTFLoNew6C+tmSxYk+U7OfJVLhYt+R78Jp2N1payjZXdkGUsek0V2PW62FGeZje2aiFeJ9LYISnXqcDkRG3c68nJUWdnhXH7h5voS2+0sRX02jqdj1onoZpH82l7GUn6zBUcDlY2jLIpcx7KK5AXda1rOh5lg2a68jJWCW9uas7G026yL7shmSxYMFtjtyqJJZaHFl1Mpu4jk5b7XEyImCEHz8YXseIau1NGuw2QuYaY3+pZ3jmSub25aHp7JDkU9lAXmVgfGC3Hx3Nqy3DsGsGy2hZNSy66bRSSLw5OB2Pjsvub+qczJzoZmMJUFnVUSyrzXk/EA2GwY7mcCXfVQFhHdBsyXYuPBFjw8k7K7Wd98V67J2RI22pazbBxfuKl5fKmycYTBTBIbepnE/lbbMs0yIm+28utRdhkni0KOPkkVO127vrZvbaYMZjLXQVamFcLPvCwJMj8qvJ/3d7X4qPCR4tHZksMLcf5qXXA+Cn+9IrEF58OuP9dPSF6XeRzlBX6SiwZR+M1t2R9f4gwUmhQWN8sz4qgUJ/s8dPN085amljePY2MCI6siP5rgZXle3GiKMrJosZ7sg1oKf45VhTsndUPIuQC5DgjqCo8D3svjKOowpVDZxAlLokKq9D059tIlbsZLqUUjyR9jUvzFkNLgiF1hU9xKQOoEgCXVLrPaprSFS6rkjRzjr8fRJcbX8sbPw3EdE+NYaTdyGqI9YhWXSQ+AVeIwXcnec5Qo4kyrIvQKzkfNz53thYtGq8KvnuexuMLpKI0DtuB8pLa4Fsp8ibyso3J/fMEEUhTuOFXSYHD0NZwPU+ailDgfqqTnUOaSlD7LbSxLjJuSjkf5HrnCAcntVIVdOSRfztXzZVhT6FcsIqkzSS3zbBGfpiU9DrfQS6nXpBHXKXQ+ym7LnCNhjGVSSt+e64fk45PX+4S+SGlcTWrWsulQ5ApyM86H1gXnQyPiZdYW+iTG2HXGAFXcMoR+oRVTqxV1eW7xjMjbWi7Nt+TOlDkh6+eOLcYuNYXdrYZeXyPtZjF2uWvIcwy5tzLXksk5NNKf4th1iougXUuf0IeBivNRocIaG21v/YDst8SB6jrQzUhf9UCtuQRbbckMqhAZbZBfH70s/XQzlCyhINlH84fLTkfK+k7hn+421No3v9vV65fKduYHDryCS9BtuGsbuy15OWqtqdfFCev4IU7Gs/C6WZpKFM7WgXzJ9XFaffleo73mVni9HVlIKI3f2QCE5+HWxFHs1Vtr/kfYlhe0UpqgKXvwjuuv+Ru1RnOt2dFsNtY21mpio+95a85F0OwWPIzertTrBaj2lhy3+uCHRX+UEhu7suBwHAc/kHbrocjQA3QzMoJWinZ27HoeXjY2QaO1trHVrGdzLfLqAO2apZ750G/284RikrUU5MXUbeS/zIv5k0y2WcbYbubb94q57jfV2u+919NrPsheVz5rhoW/fK9XcEVubmTTp2UHQWxkbeNet2RjL7tuXHFrSLuFb/5gU61tvCmXAjWv4FlstQvf/M0NJVoaDtzoZe1mLguAgw0ZN4WEbeZjs5+V7TULn/+tDbFRKwnVzG3cbMnxZquw8c52kdX2Wbks6Naz0E/gmd2C4/DSLem374qEOIgroFO3JRvlXr2zlbXriYsGZMcm78+L+wWX5oV9+awRSOhuPg85F+eV23q9q/XyrexaKNl4d6foz0u3ZIwCT/HCjWycO7CRzeWnbor9SklZkB2ZfJy22tAMpT/P7RbjmLf7XhvrGWfjxZusbXzxZjaOjcJ19tyejKNC+quy+TvYkLbatYLfsd+XqBmVjSlZ2Z2sro1WwfW5tZEt+pS4y/K5Ll9jOY/mk4iK81HhI8F0kTKcGzaamtu7daKVZbvrEvoOnqto1Rzq45hOXSI3RvOU7Y5Lfya/OrbaDs2QLN+H4mRksvTSDuOFZb/n0K6nYGGj7VAPUlo1hedqzsbCD5kuZTv5YEPRrElI4WZL0awZeg256S+nwi+YRaIhstXxqPsurqto1hxGkwXNWiB8iuWSRqvBqr2BNQlBq0PU7OMEdXTYIB6e4nU2MUlMspgS9HZQHXl7+O0+utHGCZtox2U1GRC0N0jXOh+beGEd5Tj4jQ6LIMSvN4XzMR9Ta/epLRei89Hu4fohrucSBCHTyYRavQ4mZblY0Gx3SGouNk0J2n0SR6NqTbQfYs4eoDcPsNEMOxni7D+LGp0BCre3A/Uebq1BzQuYz2Y0m00aK0MUJ3TbNXw/wnEUzZrHwKvRqPmy3byI6DRrLKMuaWpoNRsof4HnOni+R31s6DU0sZEQxxt9zU5Xfund6EOvDs2aolma61VimSws+32HXkN+Vm62NY1Q8qa4DpyPDTtdh2lkWUSW/Z6mVTf4jqLXVHTqho2WQiG+9ZsbisuJhKXe3JAXW81TdBrw6MKy0xXOx+XUrvPAJEZeEs1QiKWNLJfGXk/cPaO56DVIDhlZ4LRq8uL3XXGbHGyITsQsgttbilZo8V1Jxd6u2fXL5mgo+VpOhuIuubsjL5dmKIudd07lJbVK4XwEz+5abgxk9+DWhpAlO1n5h5eyEMp5KXd3pA5Hw42elYVHDwIH3jqClw4Up0MYzeDTd2C3Lwuxm5uWzbZap49/dGHXeWAWMbx4A0JXXqobLeF0PLcnnJXDS8tn7sgcJym8fEvKbXcUnYbltUeySBhMhU/x556RhaDrwIu3NDs9w8Gm/EB560j0OM5GMuav3BKOTj0QHsXBpmiSgLhFXrmleHguoaov3VQcbMvYbLQk5PjutsiWn47gxRuWG33ZrXluT8Zmuyvz+NpDsXswFbfIn7sriwPPlQXbZgtubCp8RzQ/Pn1LcTSQMNzPPiuulXoo4/f6ocyfUsILeWZbuC5xCre2FM3Q0gxlMXrvVBZzi5X0+cUbiu2O7ALe3tQ0QwlX3umIS1EWWh/drsf7ReV2qfChI4oN/+HNBdZmyoG2YMBHsTgMPJ1t61rW4bWOo9YpowNXHl4WCZnL03TnF2/oFdkafbdID25w1lvPUZLtFARZrD8SQ5+nrfa1yJn7rskyhUDDN8SZYTUvwRib+bLlfE2v8DLZ9YZZQpSRSbQjYbdar10lyg9Jk0wW2vUxSUZMyPZ4lVLke8TKDzFxlgfG9bBpcsXtguOtQ/ZM0CROTTY2jmTqtQY3c3n4JHiROIeDJILlBKzFiZciB680ZG4Z09km3x1ftXZI0xSLYh50sYDBZWmCbH5cVtlevKtVlu3UiiQ9Ev6nbJ5fPCRKZPt5njbXEtOLRH62Ohrmq2yXJDTZ/FiCLOy2kCiXX3dRVq3vFinm861yRxfuhNz/ba0o5q6S/BpTa0XKKEs1nnOJoAjbLLvzQs+u2635Rb1Ofj0q4QvkNuap4GuevJTzfprsPsilz2seTCNxu3jZtYstwm09R9qSsRGiqvSdTFejcCfUS9d2u5b3x0qIp5Gt7tx94jmK0TxzE6WyMLfWkmZS657Dui7h2Vztu1ISmmqtjHOeVr7XEC0Ra63kZomvzl8jsIyy26TXEh0MyKXWwVF2Lcte91LOhmLwdt9lmvU9CDTGCNk3d0N06hnvxEq+mWVmo6NlrmtBIfe+1YHpMnNLOsU45s+TwC1s9LVhOJP+KMRGr+SG6jVhPC92R/JxBHGT+K5lkY3NVlcxXkjZ3Q1NlGQy9aG0HXp2fV00Mp5Onm8mv7ZyuflOo7gPNttmPVd/4WV1JUroo0TldqnwiUIUFz7PtETcKKd2vi4FduHrJVsg5HVcV7Zcb/H5Wjug5LONSufLabjzGsq+6aSUGz1P9V5u16ZxcRxHpYZL+b/zj5KkdLr43lpXo5T1yySletOSwevvF0ampc4Zk+tilJAUCTZsvMyPijw0pqir3G7ehlGqGJtS55NSu+s062UbS/0pj2NeNi1pceSLTLg6109Ls35d2XyoyynQV9dcQwU/pshXIjYUx7mmRbnd6Ntcj0+7xqJr+lPuw7JcNi7bqK58BsUipFzHFRuf0p+1jaWyeV2qdCz8gie/P4+e/F5ePv8sn8F56XxuT9nG2ZJ13p9yvfmYl8dmspBRUArmUflefLK/eV2KYpFRzm+yLNn47cZxHhVlZ8vi87WNpbHJz7+3P7mN5fw25fPl8V1fj9dcC2JjxvdJrz9f/t601MYnGZXbpcKHjlZNs993uZik7PU8xnNRq9zrS+p0z1X0Gg4nwxXtuoOxivHcsNv3OBuJiulez+PheULNV7TqmqNBylZbpIanS8vBhsvpUHYHdnuSvl34I6KGuteTaJlZBM9sS9pyR8Nez+HhRUqnrghcLZLbfZ/JIiZODPv9GmfDJZ6j6TUDLsdzmjUfZQ3z5YpuZ4dkco4xKeHGs8SnD9BBiFtvE10e43e2SJOYdDkj2NgnGl8AEHQ2WVye4AQ1XD8gGl8SdjZJFlPS1ZLaxh6LwSlKOwTtPovBiXBDHI/VbEyju8lyPsekCa3eBqPxGMdxCet1JuMxtVoNZWKixYLGxi3M4BhrUvytmyRHb6LDBq5fIzl+B2frNnYxxs6GhAcvEo1EAr65vc98cI4f1PFrbWbzOd1mi/FSlGo3OnXOR0scrWg3Ai5GC+qhi+dYZvMV/U6TxXxOmqZsdpqcDxe4rqYX+BwPEnYbDvNYSbr6vuLxQF58d7Yc7p+lNEJNtw5Hw5SdjmYeWWYRHGxIKDUKdrsOD89TmqEi8BRnI8N+XzOcwSK23Np0eHCe4jqK7bbm/pm42JSWLfPbm4rjkSxC7u4o3jmx1DyRYr9/btntyGJmMBWJ6sNM4fTWpubeqcn4I4pHlyLVPlrIr/5ndyQkVilxwbx5JDsCNV/cLne2JIX6PILn9kSC3HfERfPGUe7jtxwNFC/uS4iwuAskzLURSGTFG4fCWVglUt+nbkhIZp6u/o0j4cL0GpYHF7LFP56Ljc9l6d+1hs/egS+/IzyFwIG3jiUk9uGZlP2x5+BP3xH7n92Vsre2RMbm0Rm8ehfePpIX7Y88I+dbdcV2G778juWFfbn3ji7hc88rvnpPCJk/8pzij9+QUNvNDnzjgXAsTi4t52P4sRdc/v3XE1wHPveC5j+8YbmxoWjV4c1D+JFnFI8vRYX1R5+FP3tHdjju7sjxnW1ASdj0n7sL945lHH/0GfjqA3Gj7PVEsfXujszH+VhcON94IAuIT91U/IfXJYKm11R87V3Lq3cVZyOx8Sc+pfjy27Jb9tItxX98w7K/Ibtfbx7Cjz6refvIMplbvvCy4k/fFr7IS7dlLg82wfPgZCjz9+hCFkTP74lbphlAt2F540hxe0N2d84zd887p4CFT91QvHUibpecY/RJR7X4qPChYTxPObyMadUcar5DLdDUAk2cKrS21AKHWmjxHEUYaMLAox5oDJo4NdR8TTOUF1IjVHQaitCTOP55TdGuKXxXobA0AkWj5qzDduuhlAs9ET1q1bLtYdfSrinadYWjJVdDu6bp1BWeY0hSS6OmsNZhlWhqvkMYeHiuwvcdPL+G77uAxTEuru+zqvfFHVMLMJ1dlO+j/AAVx+hGB5IY4/o4teb6p6euNaGZoIMQ5TpgQNXbOEqDF+CEdbyakErdoIYX1PHCBmgHlcZ4QYhNU0yq8X2Pmu+hXYfQczCeIvAddGrwEwg8j9T3sSbFqdWx9TY6bKDCBrrVR7W6KD/AuD660cXJXUNhE9VIcIIQxwuJE4vv+9StaKTUfJdG6OJoReh7uD6EgYOjDVHi4PkB89jFKIvn+Xi+RBPUA5m7Zk0R+ApHWToNRZymGAOdmsNmS150jVCxjKV84IpLrFWDeZSpU4aKTl3RrGl8B6JYF3MdC9ehW9e4jrgh+k3hfoDsZHXq8qBfJcKl2MgImb2GvCx7zfxXp+TNmGfhse2akGEbgXA/OksJEdVa4Wipt9+UxUenpug1pK7cHdOpS8oAR0td7TAj2NblXy5stVjJ9np/Kb90ew0R/GoEEga+0xWOwSoFlJyfR3lIsmWrLYujdk12DvoNue7d3MaWRPlsNGXhsd2Ve2YWS93GQnsBWx3Lfk9cpVttOSccHcM4tHRriqZrcAy0Q02gUuqOot9Q9GqSqyb0YLm0bLU0+31xVW11JDR3s6PYaMN5x7LdAY3Cdy27Xc3tHQfXgd2+5ta2kD4bNUknv9u3pBamNRmX7a5cN1sdWVTs9kTHxCL2JqmEL292YK8v18dOV+Zkrye7Bq4LW62i/1ttIXRudhTt0LDdFhuxoK1ls6XY6wvnaKcrfI/9viL0YWVgb0PcgJOFcGpubomNGy2R8d9sC6E4NTJ/i5Vck926zEsj43z06hL+nEfG9BrCEbJWrr12Teb5uoR1n0RUnI8KHxr+z9dnxJk2wyqT0daqSO/uu/ZKCnNLvk1aqGHmW6Gea9dhZ7YcMpnzQ0rhblqpNacgv7jL33N1sTVflvL21qG2Zh2C67smcxVZvHWIZyH17esER8nLum3GKCMEBM9EWclSeKwTrPkUaBdrTRaamrlKTLoOiRX+R1JwQay5Gpar1HqcEq8ua5r31OVnNjjpSvgdgJtEkIgjWWd6Hha1loNPG911mO+stSshnygiRyJyUqtJ8DIb9XrME+uwMq6MYyZNL3LqYq/n2HXIYWJd4Y8Y0XSROSvNtVOkEi/4cuXQ1CJMEqWeuC7KcB11Ja38OtX6e+TX83bzsrkbrvx0LEJxi7LlusqS6FoVW+FaFZLo697YgqvgaNl5KXNbyteuUvILXCEv/7zePDtsXgaK6xmgFtjMTWDX2XuNKfprjGIRyd24jCRxXTncNx8DicSR1PbG2rVrxhhLkrk7TWpYrSwo4S3kfBiti37n0ub1sEhvEPiKVXzVlZlLlCvA0WbNl2i3nLUkuu/nzwi7HhvPlZ0XS8Gt0QqCLIotf2krFGFQjGPokV2PxXPBJAVPI0kM0UpcxotM16acybjV1KRG7PG8wjWzzoidhf4qoF6DVSxj3qiJPonjyC4RCE8qHwvfkUWltTCdy7VlSiG8zZoYItdFwRX5mZfg1mbF+ajww4z3w7S+rqj61qe/W1yrefBdV/ZtKn5q2fdR7/sqoL6j008v9F2O9DV9//ZdeMqov49h/CDxQQ7Nd3pZ5NyHb1X2vZeNuu7Et7Hh29ly7cfl++/btVUia36r+/aJ/19X9rp27Xdwy1zzvfIV9n7G8bq6nlL0Cin52435tX34VkY+5Yuq9Nl776JPcIDLFVRulwofGl45CDi8TGjVJCfJxdSw19WM5oZVYtnrORwPUzwXenXN8TCl19SkRjGaG/a6DhdTQ5padnsOR4OE0Nc0Q8Xp0NBvaaJESGk3eprTsc1UICXNuvAAJI33ble2PeeR5WBD83ggCZi2O5LCvNNQ+I6VUNuux3SeskotO12Xs1GM5yg6dYeL8Yp23cVay3SZsNFus1jMMcbSbfVZDi9wPB/f94nGF/jNLmmakCwX1LqbzKcSdVJrdZiNh3h+gOO6LKdjaq0OZjkjXUWE3U2i0TlKi87HcnCGV2+BdljNRgSdLeLFFJPEhN0tpuMR2nUJazXm4yFhvYlKV8TzKWF3AzM8xZoUr7dDenxPXC5hE3P6LnrzJna1xMyGBHvPsRqfA4pa/wbT8QAvCMGrMZstaDbrzCNDnKT02jUG4witFY16wOkwpl13cbRlMo/pt33GM3FlbXY8LkYRrqtp1DzORjHdhssqUYwXmTz+2JBay05XOB11X9waZ+OUjZYmimEWGXa7Lmdj8TNstjWHA0MrVHiu4nxs2O0W6epv9B0OBwbXER7H4aWl25BQW0lXrzjPssEe9BUPLi2hJ26Sx5eWzZbsWgxnIgF/PJRfnpLa3tIIFc0AHg9k2362lAyud7aEp6GU6Hi8fSLb5EEWant7S/z2swie34U3jwvtjjePxBUBEmr7/K7IkkcJvJjxOOqB8ELeOZXvxKlkRX0uK2us8ErunUEr1LRrlseXUna8FDXgu1vC7dAaDvrCgdjpSOTKu6cS8no8EKXXV2/DV9+VUPeDLTm+tSW7TvdPDJ99xuX1h6JG+7nnNf/htZROU3FrW/Plt1JevKmZrxSPzw1//kXN64/Exk/fVvzp2xK6u9GCbz60vHRLcT6Ci7HlR5/z+PLbMn8v39F85R1xlzRqkl32pZtweKmYLiyv3hG7Ql+4Hl97IDZqLWPy8k3JgLvKwoFfPxT31U5HxulGFoZ8MYEX9oRPYyw8v6v4s7fFNdSuKb7+ruHVuxKGfD62/PiLmq8/ELfLCzfgP90T11Dgw7sn8MqB4uG5jOOPPJuNYwB3duC1R3BzU/gip2Ph4RwNZT6f2Zb5aWSaL28dicT/NOOlvHwg/BCLSPC/dULF+ajww4U0NTw8HhDFCb12i5NhgtLQaQRcTlOJRFGW84loGVxMhPQVeBLb7jkKrOV8IpoeqZWHfeBZzseWxFhqgWE4SwlXBmMcxvMY13EywqmhFXqMZmkWruYwmKZEsaLmawYzQ+hpRnOYryytmmIwS3GUkBQHswRjFKFnGc8MdV8zX6yIU8s8tMwXS1xH4SifyTwCUlKjmS0SAs9hNDMYY/G8mGkkrpOGEUJq6C5ZpZY4SrHRitEyy7bpJwwXFj9N8T15CRkvIYlikjiF5ZLlfIHSGusEzJYrPBZY12MZpTSiiNnKkqaKTrRivExwHIuyhuVsirUWN1kSL6a4nk8yGYBJUX5IPJ+gTYpGEScJ7nIupNjEECwXLBZLUApnuWC6jPGMgthhsohRTswsSojjFN9zGc1XOFpjcZjMEonYUZrRzKK1YTAzwhXxUi5nqbhfLIxnMQpDkiqmS8Mk9BjMjYRP+orRNGEVKNJUM57JXEcryzyyNALJ/SOhnh6jWUySaDxXczkzkvZ9JouPRqC4mAjh1NGay2mKMbJ1P5haGoFIa8eppRVqLieG0FNgFZdTg6MkPHc4h2agOZvYLMRTcTq2NFeWRSjaEK4WcuZ4Cc1AcTQkk/iXl8RsKVv8D84lfPZ4KGGZjUBeUoEnW+zvnkg4Zf7SbPjydxnLy+XxZSFwdTQQV2Zi4HIiEvAXU3lpdmqSNyeO7ZqQ6rvSl8lS+A6PLzOBLAWPzoVXUvPhwZmE9R5mi49+U3H/LBPLUpb7ZxJOmqRw/1TRb8mCZRHBdtfyzgl0pxDHhtfup2gskwU8OjNstl1efyjXQTPUvPHQcNlW7PQVbx+J+ujlFC7Giu0ePLpQOA50W5L3ZpVKuO69Y+nD/VOpu9uAtw4ttUBcHu8cSZRVGCiOBoqNpoxBnMDFVMZpGcs4n47FzTFewMVEuBMPMuJu3Zd2Z5GlFUrf2w3F+URsvHGpeHQhC4hWXTQ9jBXp+bOJ4nQCg6VEAV3MYLyClYXBzDKJRE7fWMvZWObsZCSLj07dcjmTRWe0UpyOZWyGU1l8HGzCn38ufwortjof+aP/e8L3xPn4H//H/5G/9/f+Hn/7b/9t/v7f//sA/OzP/ix/+Id/eKXcr/7qr/KP/tE/+o7qrDgf33+4HM04OhsDsDIBiRVv3jLxxJdqIc44H6bkF3d17l+2eJlMepnHUUbgJoXvOPdfl+qS72a+d1RJovl6f3zu13Z0HpoquV1A5NVz3oKjzRNS1mVeilZmLbvddqeQ8TiCVOTXDXrNoTDKXSeZN8rN6i3kyLVNcBFHtGdWKJO+R15dkWZ1pcpZ1wtadAWsJTTC49AmwTMS46eTCCcL7dUY0R8BUCX+SF6v66/7Ngs3Mm0PxYowG/OCa1LWUEmNJrVuNn9qXTYff89Jn5DHL49jahUmu24cVUoPfu2WuCpCcFFrdfg0+36Z/1Ge6/VWfJl7IWfW569NbV/ih+R90xTpzstS7WsuiS20RkR2/SrPI/8sryvnj1ztZ/F3nZK9pC9RcBiKlOyeW8jQ+yV59Rz54h7khRbFwhmYL23BNbnmjZBzWMqy4cYUkuhpajBpzrew67JxZJ6oyw+UKN/aTC8jqyOXTFeqkEx3tJxXgO8X837lGZDfy0raVYDOv+9AI5NP9z35B8KNyec6H9s0LWtpWFYZfyRJsrxCxrJamZKNUm8tkHlXgOvJ9ZJroEAuAS9t5HorYNeKvWUbyi6TPM2AsTBdZPyuFOK4qOv/+XNPDO/Hio+E8/HHf/zH/ON//I/5zGc+88S5X/mVX+Ho6Gj973/+n//n77aZCt8H8D23dKxKx/JXUTwsSkWvpHvOpaaVKtyb5ZvTd4tLNWdz69LVG7iqdFx8nr+83HLZUrt5WUtx45czQXol6rjrFC+p4rPivHaKinNZ8XJZJ38CAW7pOFchzNPWg4iQQf4gzTtUvBWcUuddt1RXTkgt1ZXLu7/3OCev5osbsbHoQ943VSJ+lsfGL415eRzyT73CBLzSBLj6yXEsz1+53vVcl8r6V8qWuqOufgeupq731y/rEkGzZON112O53SvXTUm2Ou9a+Rory1qXjx1tn7C7HjxZNpdmf28faqWyeR3l+yAs1Vv+Xj4mpUtlndLdUkrJXipbvo/Kqd5ze3P5cTlfaMGU09zn9ubS63ldOaG2nDY+fzaUxyY/bykk18s21kp9bJbK5jbKXItlV8axNCf5XMvY2MLG99iQ72K918bcLkuRogGKuS6PY73Ubv75exeXOcLS89N3pS6vNNd5RNT3K74rt8t0OuWLX/wi//Sf/lP+h//hf3jifL1eZ3d393s2rsInG6KGmNCo+dza6xGtYrrtOoNJjFaKZs3ldJTSrmu01pyPU3Z7DuO5ZRHDzZ7icGgJXMlKezxM6bc01sDlzLLXlSykSWrZ6XqcDBNqvhYewCil33KIE8tkKTyAi4lEhGy2NIeDlFZNE7iK01HKTtdhnmXr3O8rTobya3Gj4XA0svTq4rO9nKRsdRwWkWiRbHR8LscRnqtphC6X44h2w8NYydC70faYLhJSY+m3ekwmUzzPxfdcFpMRYbNNmhqiaEmr1WY2lx2ReqPOaDwjDHxcVzOdLmg16yTxini1otlusxgP0Vrj1xvMxyOCegOUZjGbyfloRZKkdNpNRuMprutQCzxmkxG1ehNlElbzKUG7TzodgknxulusLo7QYR0nrBMNz/DbmQT8ckrY2yGaDAHotXpMJhPCIEQ7LuPZkk4rJFoZolUinI9JhKMV9dDlYpzQargoYDhL2eq4TOaGOLVsdVzORzG+p2mEmvNRTLfpkhoJyd7quAxnEhGz3XE4HiTUA03NV5yPEzbaLqvYMlsatrsulxP5OdxvCheoXZdwzLOxYbcj8urzyLLf1xwPDJ6j6DbgaGDpN2WFezkRLtBokWVb7QonJPShXRcu0FZHi7z6TLRIziaScG2/p3hwIWHbtcwtcqMHs1UmXb4tfn6thQvy1rGEb/qu4v65+PYvpzBaCI/jzSNxaex2hYuQ55l5fCF6D6djCcHM+SHNUEI1750KpyROJMPp3UyeO7Vwsy9ttWvyMj4cCOdjFhUS8O+eiI03N0RzYq8nL9Z7J8KLOB+LLshLB/DNh+IS2+9bvv4Abu/IrtO7x/DqHXhwqphH8OpdxZ++aem3JffOn72Z8tIdzTKCd48NP/6SwxuPZOfhlduKP3nTsteHTkPxjQeWV+4oRlPpx2efkXYdDc/tw1fvwY1NWQi+fSQy5ycD6c+rdxRffVcWAzc3hPNxd0cW948vZZzPJqJSe3dL+DKSn0ZS19/si3T5+UTG+d6J7FI8twdfuSdhyM2awzcfiKz7sGTj649lEXN3B77+MON8eIr7p/D8vrh5Zkt4bldx79RS8yVE+v65zLm14m65swVnmWvo1qbwhhqBzPe7Z5aDDZGAv5wU+Xi+X/FdLT7+i//iv+Av/aW/xM///M9fu/j43d/9Xf63/+1/Y3d3l1/8xV/kv/vv/jvq9fo1NVX4foW1lqPHj4iiiMD3SeIVxhiSqMN4FskLKOwymKZcjBSx9VmsLKOZw8VMQjRHc8VRRvzsNRSXU0vtIkErkYgezxXjeZptOyouJwmOtrRCxWyZMpwqklQWJ4uly2Aq7oTR1Od8YnC17DZMl8InGS8k7HI0V5yODFpJDP/FxHDoWkLfsFxZJnPFahVhLMyjmOE0krTkocd0EXMxFkdJnBgWS5f5MsJaWC1dprO5lPUVq2iJO18Sp4o0NcyWhnEmcVibpgxnMY5e4Toui1VKfTIlTWQh011OmMxWKCXheZO5wR3PMLhEMTTnC6YLGZvNxSyz0dKtwXK5xJ9EhOmUNIkJFwuS2VBCgOOE2XQK0zkqaBKtUvx4gEliTJpSSy+YzmSBFCwVk9kKR0cox2O5ShlOYxaxLBKmy4TxNEIpCMOQ4czgDTWJdVnGluEsZbZIMBZmC4fhdJWFG3pM5ikXoxWxUZKzZZ5yOZMwztHM4Wyc4ihJnT5ZGE7Hwh1KUpgsDJcTcU9dtBwuJwbXSXC0ZhZZLicpkyXZwkZzMhJXRK+puJhYHl3Kr8nFCi6nInJmLIxmIkinlSw+BjM4HhoSI1yI0Uz87tbCxURzOLS42ooffiYLkGkkHJGLqeXBmWy/b7Xg/rmi5slOwWAmL/2cf3A8EDKho+Wl9fAcvhHKomC8kEXDyUj6czqSBYfriC7H6QjeObFoLffMcG65mMq2wnAGx5mNjVDqOhsrJgvNKpHcKW8eiY27HcU7J/LL3PdkYfTwwnI2koXZ0UCEuNxsMXXvBNr3LNZIOw/O4P6puAUenBm+9q7Fdy3bHcX9U8vX76cMJymTOTw4Nbz+0GAsvH7X4av3DPUAtvsOR5fwjftwMTLMI7h/rPnmQxm3l25r3jqSF3E9VFxM4J1jy9Gl2PjwDL56z+I58NwNzf0z+Pp9aDQs06Xk8rmcyTieT+DhhfSnUxfBuXdPhdexWClOhop3jmU3491Ty2sPZSeiVYeToeLeqfR7uZIxfetI5uv5fbh/poQkWs84JFPLZCm8nPnKcDyUZ14/46AcD8Udt1jJQu98Iq6WycJyMhIxxHqgGczk2vnJFx12u9f4I7/P8L45H7//+7/Pb/7mb/LHf/zHhGHIz/7sz/LZz352zfn4J//kn3D79m329/f5yle+wt/9u3+XH//xH+ef//N/fm19URQRRYUe7Hg85uDgoOJ8fMKxWq14/PCB/McW2h2J8tecjXHSBBSpVURploY91aS22Pt9rw8X7Hq7UitT8l+na45Ezg8pQ7glUjjnHlgLSRZ/nxi15gS4pZTsbpnz4WY5SVSy/lxre60PPIempAmisqQcWHyEbyFZYjLOh5SW8TP+NbomBiery1EGsFltGcfCqvXYXeFT6HRdsq5Fz8Ox8RX+h7bSn9itreXFYyffLy54Jwa95sbENljbmK77UNjjKLPem06tLDqMVcTGXfdnPTbZ/JX7+15+iC15gd/LVYDiGtGqPCeqsNHq9XfzPijUE3U9lVux/m7+v6swJf5HmVe05nGU+R+m+FxyzyjRkSip7q+5CvpJrskVu1ThWslT0EPhQnG0xfeybXnHrF0SnmPX98ya12DUWpNittQs45zjQGl+chtL42xzXkrB87jK/yjZbc267DqtfGKI4+y+1kUbubiWaHdk17ax61QGvldogtRCtZ7XnBNiTNlGu5Y9r2c8D9eFRl2vx8MtuU3ey3FJS3OWJMVcLRam0JLhSfhucR2Lm0kibAqXk1nPVd03T2izPE2jJvCKeya/tgF++lMOnfonc/HxoXE+Hj58yN/+23+b3/3d3yUMw2vL/K2/9bf4hV/4BV599VW++MUv8r/8L/8L/+Jf/Avefvvta8v/1m/9Fp1OZ/3v4ODg/ZhU4WOCV0qd7nnemrdQLzml2zW543xd+PQ79eKm22gVvv883bbvFj7Ydk2vXwHteiFGFWYCQ4Gr1g/aVq3YxMtvTEfLNjHIr6W8bK5wKWWzh5RTcAnCwCv80yXncC1wsrJqzVuol5zO9ZrcEwpVjI3rovOxCYuxaWb2aq3wM0du4DnrsWnUCs5HPXP+uo4ohAI0QqewsV6U9f3s2PXRGa/Eq7XW7YY12YFUSuF5Wb2l+avVivs675vWas25CUs2lsemnuVe95zCH94IdWkcc2Ey+RUH8mLJH8rtevEo6jTyxVgxf6FfzF9+LZS/5+rCR94M1Xqh0m+qdV35deG7hY3terHMyMtqCj9/6BXXY79RXDcbormGows+RDMseB95OnWAva78DTyJIMm/n/fnRuZiUapIFV/zCl7CdrtYeOV1aVX4/Ms2bpSu7X6jKJtzIJqhXbe71yuWWXmq+MAr+r7ZKmy8tZX3V63L1sOCN3Jzs7Dxzq4cuI5IwAP022r9Mr67V1wXz+xlC2hX3Egg6qT5/NzZKZ4RNzPhrNArnhc7vcLGu1lZrYp2Q1eImyD159duPj+OLlLQt8KCW5H3sdx33xWVWpBdi3zMb26yHse9rF3fKfgdnXpxPZafeZ2s3dAr+ttrlK7HRtGf/LrJXTA/CHhfOx//8l/+S/7yX/7LV4hzaZqilEJrTRRFV84BzLI03P/qX/0rfuEXfuGJOqudj08+rLXMFyssllrgM18s8T0XR8N0MqHZapOsIuJVRL3dYTGdorQmrDcYjufUaz4oh8E0ZqvjM55blrHofBwODIEnEtlHA9FzwEpq+72ew3ieik5E2+FiHBP6Inl+MYnoNn3S1DJbxvRbAeO50MDbdY+zcUIzdHAdxdnYsJ1zPhbirz8dWxxHsdFUHA9SOpkE9+U0ZrvjM1/GrBLLRrvgfNRDl8vxknYjEJ2P+Yp+J2S+WJGmlnYz+P+z9yexti3pfR/4i4jV7n6f9vb3tZkvGyaTrSjZ5RItwgbkQQ0EeOIRJwUYNmAYGggeGjBge2IIHnhiGPakBM0NA1WwXbCqIFsuihLJJDOZL19/+3vuaXa/VxMRNfhiNefe85QiRTK7t4D73jp7xYp2rYhY3/f//n8W6y1pHJMkEavVhtFoQF17dvuS6Ti/VsdXy4phboi15mJdcjhJKErHrrQcTmIuV6JpMc5jXi0LxoMIheZqXXE8S1jvLEXtOZkKF0kSaUa55nK1YzxIUd6y3+0YTybstjuccwxGQ1arDUmSkMQRy/VWsCZ1zb4omYyGbHZiPRnmGRerPYMsJtLiNjmYJOx7dbxaVRijGedSh8nQAIrLdS18KXtLVTmOpjGvliVpJPgQwXzEwf0maS/XjtoJ/fbzhWMYMB8vFjUnk4ii9qx3jtOZ5mIt35rzkebFlWOc68DzYdux3hSCG3p+5UkixXyoeHLhORhLZMKrpefugeJqK8qrdw4UT87FHz8eCP7jZCquvYu15/6h4tVKsAqnU3h8IZTWgwTRdjkQzMPFRjAFj87lC/jOTPHhU6H+bvAUX7sjeV5thKvih08ln9sHHfeDQlwJX78nbpddIfwTP3waqOIn8MlzwTdY7zhfBszHUtxIt6fw5FJCy/NY8fxKOFC2JSy20p4vXkkY65251PF0JovqZy+ljucrz2IL37gL338sm5g7B54//ky4NDzSnu+8LXXdFqIJ8wefyAJ9PIM/+tjz9QeK3R4+e+H4ja8pfthgPt5S/NMPZQM2HSr++DPHt9/WXK48z849v/F1xfc/FwvG+3cV//wjz4NjRZLAR0+lrOeXnsuV6MT84SeeUQ4PThR//LnUUWnN0wtpz9lCMB9vHcHHZ0JbPs3h45fCobGvFGdLwXx88arhS3H88RfSN+NM9HA+uAeLjbhrvv0APn4uG+mHx4ofPJbNSxNi/e4tWGwdm0IwHU8vZM6bDRWPzx3HE1HofbXy3D8SzEllPXfn8gwJvkex3gmepQ/6/mk7/iyWjz/T5mO1WvH5559f++13f/d3+eCDD/h7f+/v8e1vf/uNe/7xP/7H/Ov/+r/OH/7hH94YGfOvUvmvjr+a43Kx5vmrBQBZrKkqoRDP1R7vhAtBWXEzmDSjKuXcp2OqusZ5xZaxmL9VxLKQT4I80a3seBoTpLc9KpjVB4nHB7rxceYoSxGOM0ZT2yYMU+y6SWwoA7+wNim7MlB5k4iUuFZsS9kYjzLx7QJMMkdRSZmpFgxFEoEL5WaJZl+KsyGNFJXtHBM+1LtRqE1jQ1mFOmqDdQ6lVEstH0VxJ9keRexKcYBERky+ke6owPNUtyqeWSzKwHJonBcLSEMPPUhhV0heo9RSW4dRjoEWt4uJIspAgx3FCUVppVytsE7wEM00EMcRRRVcTlHKvgyhxkrAoY3UvJSr2JfyRxyZto4u1DGNwAXF3GEK+1LMyCaKAvcL1NbgkWiY9V4+YYeZYlvI+DU05n1K/EGqQt8JtmYbzhv3RWQ61dE80Z0Efaxa9VXvxW2SxZ266Cjt5OrTSH43CuoQzjtMO8rtUdZIp4sLoLJS/qbQoV5wsQ6hmLFwa4A8NFUtdNiNGurRGM7XnWVwtZOv3Sb0d5zTSskfjgWPATAbCW4lNp40kf6aDnw7DgdD1z5DTT8aDZvwHqSR4rypYyIYK4WUW1npg5XAfxhnnpdX8pwMU8EmGN24NmUztNg27fG8CGnzWOoeG8+ukE3Rwcjz8lLqdftIc7YIFrFE2pPFIsLmPdw50rxaSr7HMwFaai3vZVlDnniuVvJgnM6F+Avg7qlhvRc+leFA3CnTgSc8rsyGgtlonrFdKWmb8OlhKrwpTdvPVzJ2kZF5KotpJexPpnC5lfE7GAnOQyvZKNQOxrmnmaeOx1bmJiCLlfCMKNGccV4sfJtChXIVy9D/f+NrmqPJT++mozn+LOv3nwlwOh6P39hgDIdDDg8P+fa3v83HH3/MP/gH/4C//bf/NoeHh/zRH/0R//F//B/zb/wb/8a/1Mbjq+On89j1tJvrIDqm8K0EvHM1jb2rLjv96CqkbRYjuC4j3Zea7ktv6/Z+15qxq57OdiPP7nzHadC/vg+Tr6fzj/clp5vFSsoN577DGdTWtvmWVefMrkJmjn4dbRvOW9VdHWzom2sy61V3577yvbRN/p7G6Lpv6+g7mfWez1k2E42/vsurkblXvlfv2rblllW/jl0/NtNav71F77zVcOlLepfdH5KvDlowTXtc2zf9vKpGD6SDjFyTON/32tNUt+71Y7/vduUN/fjGWMvmoSmjzw2xrzpT/DUp+JBH3evzXWegvSaN3tSx/2yvdt1C0Swg3guW4PX7m0Vb7uvq2BS82nV1XPbS3tSeXeFbfMjuhn4s6q5eq33vvFdug9Po1/Fq3Z03daht1zf9NjSLNnSbpn3VvV/ny27zfhnS9sdns+/ac7GS8VO9OjjXvc+rbdfGyxvKdXQ4jm0Qjeu3F2TjAdJHN/Xz1SbUkW6e2ndT4o3jB90zW1S+DdPuj0mTR93jfOn3uXwgSYWutv5nYvPxZzn+3DwfNx1JkvC//C//C//Wv/Vv8cEHH/B3/+7f5e/8nb/D//g//o9/kcV8dfwVHwfTIZHRGKOZTccopUjSlHw0AaXIx3OiNEMpzWh+hDYGE8XMplOUUgyzmMkwFlT9LCZPBKtx/8gQBVzG3QMT/Nia2VCjFZzOE5JYE2nF0WyAVoo8MRyMU/GZjlLyNEIpOJwNiIwmMppb8xStYJQZjiaCUbg9N4wyKffhkSE28vVy5yASn2qumQ4lr6NpShprjFaczHOMVqSx4XCaoRSMBwnDXNpzMB0SRwajNQezEVopsiRiOsoFy9Kr4+lBRmwUsVHcOUjk6yg1HIzl+vE0YpBqMdUfJEQG0lhz+yAOERia+ahpT0QW+vHOYYwJX4NHU+mbwSAjz1KUUhxMR20dj2dDtFKkccR0nIU6ZoJzUdLPTT+ezrIQ5RO1dTycxOShjqcHGVHAg5zMs+DH1syGJuAXkl4/ZkH9VnM8lb6bjwyTXMb6/mFEGrAL944MRsuX4+lMS99MRK1WwkJNi9u4d9SMHxxNJK/bcwnH7o/1IIW3juX64UhxFHAUbx2LuyMy8PaJJtLy1Xv/SPz0J1PFwUjSvn2qW//826edIu29A0IbhJbdaHGlZAG38UsPxHJzOpVQTKPhW/fkKzmJ4LtviwVtksN3Hsr1ewdw/1DOf+mhYFPSGL7zVlC/HYoLxmihBW/wGe/06vgw9OMog1sziWq5e6CYDiTtB3ckzzyR+hgt+JIHR+H6PcEgJBH86nuSdjZU/Np70p63TsWtEWn49fekTlkCf+0DRRLB8VTxqyHtNx8oHhzL+P5ffiliMhRejn/tW5okEnfTd96WPv2V9zR3DiWPf+1bhmEmUSa/9Q2xTtw/VnztrtTxN76mOJpK3f7GtzR5Ikq9331bEWmhjb9zIDiXD+5KXySRuJFi0/SjfMQ8OJLot0jLOAxT6ZtfeUfSnkwl/LgZ3+OJ/P7dtyXdKJOxEtkGGUOjJex6lMkz9uA4Igp4kPuH8jwej4V9VSt450Sex9jAu6fShnEuYdM/b8e/Mr36//a//W/t+f37999gN/3q+BcfznmeXxR44NZB+hP35233JYvVnvEwpbaWfVEzHeUcTAfgYTzM0L4mSRJio4mNJhuN8UWCLfdkkymRr1FaE48GRLYgzgc4kzBOLKNRxDBz1LVjNtEkpiIymlEOw7hmNIhRXjASk/GQfWpx3jMaZuQ4osgQpRFjsyUfGuoaytIyGsdkRuQxB8OIWJUkiUEbzSitmQ4FV7IrPaczTWyEXn0+MkTaMcoMWivyVHEwjslTQ1075uME5xWRUYwHBqUU4zwGHNudYTbJyCKP957RMEd5SxxFREmK0obRIKWoNdvCMh3FlE5cTgcTw66OGGdC6651zNFEM8w8ReU4nAgbqgmLdO0M04EOQFHhIkliT1kLHqZyWnANA4X1EbOhwfkcG1kGo4iSgVA+jyJ2NiKLNYNUY0mZDCNqKziOyTjFKgHcTocJpTMMU00cGZSpORoLnqKoHPNxhPWyuZiNdCCNisKmSslGJVHU1nM4Ee5wwc7EoGSzV1sY7hzH0witJfzyZGpwTjFIFXmiiI1ggfaVfA3KhqTblDgvNN1pBGkkfTPKhV79dG6wyIbvYCSRVwLkU2SJ8EskceD5mENlDVkii64HTieKynpGKdyZgVYG55q0suCM0gCunMrGptF2acjZ7h1ItNXxWBbJUSYaLAdj+UJ//05w4UUdv8ftOWGDJnoho0y+ut+7JRaeYSoYBK2E58M6ccfcO/QkkfTJrbmUO8oUg1SiYk6nAoBc72VzAx6tFbdnQsY1H8mm6WDseXAomKhNIeV6L/W/d6BAdXU9nsE373kmA8W+8nzzvijmjgeKW3NPmsC7txWbnebphee77yjGgwTrZRFXWnM0gcnAk6ei7fLgRHF25fnldwRPGBnF1+4pqspx90je00EiGivTgWa58Xz7LYmYyhPhBIlMqKNSzAbw3qmEwJa1YC/KWsauAaI+OJI+Pl/Du6dyv/eyedBaNiqjVDZC75yKReRqI5uaKJKNxoMjCQc/nclHVZ6KRsvlVrMr4c7Mg4+IIwE4e684HMtzOcw8dw4bN57nzlysacNUXSO4+3k5/pXo1f8yjl80zMfjsz1Pz8XWdjpPeHia/5g7/vIO5xw/+PRlF54Xfo+1Ay9221Rb8eP7TjZeeUccMB/aGHzAQNgowzuHQ7OLBcpuiSh9iMjQJpiDJXzWewnPjINEvVEO7eU8URZve3ZtQlBroAhXOsKGR7nWeSvfvvcCDbdeU9RSbhL51nWTRC6YmfuS7U2Qq4C7GlnyyPTrGMJydVdHYxTOCq6hIhO3j9cUTmD+johd1TiodNv2JAoYC9WFvBqtRE47nDehfi0VOJ2pNmrxH54scu34Sbiu4F0al0TXdk+kGrN5l9Zo1cmKI5sDCYkN/dwLNuzjPyLt2j5rzKkSZtv0s5TbhO120vZNfyhK24REviltL/VRb1zv6uCvmXFbGnSlKOog665024+NKb5Pv97gPPq/92fHfrlp3Jn+jWpCvTtKdQ1sgznfOSgqqUMTpqqUb2nD87Qz/Sc9uvHGBRDp4BIIaRvZ+CyRMo3ypCGSJI+7UM5h4t7oR3FF6raNuxBqaxSUVlI10SPWwb4MkUfes96FPnFdPzRHpCXMVSHsr9t95xa1DrzzPaxQ5/4RvJKkLUsX3E2eqpIRnIw0u1KFzZmXkGBANSy5OMrSByukYR/SHh+adoybCLEs6Z6lJBI3j/fdWCs6GvTYdG6RBt/hg0vKexkb55qILNiFtBoBtCoFWQi7TWPfMqPOB7Z1d/afsX4obdM3adTV4a+9p3h4/NNv/fgroVf/6viLOZpFEIQ58Sd5fJmuQ39/etNetY8v8L2A/yZt/44+50L//MYt8I8p98fV8SbdF6DlEJD6/ri8/nx19K/9H67jP27isejnb7+kn17PH65zLNxUx357r7U9/L+/obg2Pjf1Tf/8x7WHm6/flPZLn4ub8nI3n/95yv2z9Ln9knLbOvrracW+0m04+kdzv++lfb2Mm8q1PZxMU8c+RcSP7ccvae9NU0+zKYfrWJ8b69i7flPafvZ1r2/6uJFWr8d180Yl4sUodT3tG+X66+U2/dtfrl/vxzbtl4x1W8cb3q/++FVfkrYp3V8bkzfnli+bI/rnr2/2fh6Or1Rtf8LH3aOU2srXyr3jn2wAtzGae6dTLpc7MYtax66oOJgOWK83gGc6zlktFsRJShopdiuRgve7Nbbckx8cs796JfiPyQHbq3OSfMgwytlud5yMxyz3Vlwa0wGvFnsio5kOIi6WO0Z5gsay2xfMJkN2mzXOOSbjMZuFyNWnacZmtSAbjrHWURZ7RtMZm/UGj2cwmnK53JAlMSpKuVqXzMYJy61iX3puH4j8u9FwOIk4uyoZ5QajYLGpOZomrHaV0IJPUs4WBbHRTEYR54s940GExrHdlRxMBmy3G5xzQnO+WBLFEXE64Gq1YzJM2ZaGbWE5nqY8uwqo92nEo1eWcW4Ypp5XS6GA3+wt+9Jzax7x/MpKHccRTy9rpgONVqK2emtuuFo7ytpz5yDi8YUlieBoHPHismY2NIBjtbWczhLO1zXOeU7mGS8uS7JYM8o058uS+Tijqi27wnI8SzlfChPpbJzx/KKUcGCjOV9ZjmcRm11Xx5eLGqMVh2PNi6uScW4wSrHY1pxME5bbito6TmYpZ4s9sdEM8oSzRclsGFFZxWon9PgvFw7rBZ/z5NySp4pRpnlxZTmZSojoeu+4dyB9g4LTqeHJRc04N2RRoFefaxZbz76EuweGR+dC8nQ01nx+7lq3y9nS89axhF2XFbx1ItTXWSyhjV+8EjdFZYV99+1jxdNLUWN9eCRpR5m4MR5fSAj3cicA03eOFR+/DOb8A/iTx3A0Ed6JT18KdqCVq38g17NYKM+//1ho0LUS1tQP7gnr6b4UGfXvPxI8zJ0DYUa9fyTAyvMVvH9b8TzU8a0jw+dnTlxDuYQON3Vc7QXv8ulZcN0cKH70XNxGWeJ5diltfHopbpev34Y/+lzqeO9QZOHvB36LR68Ei/LJc/lS/85b8M8+ljDkO4fwvc88791WrHbw9NzzG19T/OCRLOC/9Lbin/7IczzVTAeK733q+M7bEc/OHWdXnr/xrYh//okAz7/10PB//qnl/rEmz+DDR55ffT/mkyeWq43nX/u24Z997Bkk8I2Hij95JHXV2vP0QvGN+8LUWlQSdvv9x+LOOpnAh8/EFbOvpB8/uCPht85J2O33n4gLbJzCxy/EDXWxkiimbz8QenVjJMT6e5+Ly2uYeb44V3z9toRf70r4+h3D43NHYuBoonj0yrdul/OV5+GxUMFXVvL66IW42N4++QksCH/Jx1ebj5/wEUea9+7+1SgEee95dX7BfrdnMp2w3uxlYZ+MuFxsiGNDnibgKrw3eG/BV3hnQ8irMA9a59HOYb2h8orEC+ah9uK68bYGrfHOgq1wdYlWmqjeoG1CXm+wdU1sFRN7jiYirQfMixfE0QRd7UnWC5L0Lmp9hneWKFXk65foJMMwZbB6TmQctq4xuxVRnpDtXgFg8pS0XhGZDIwi8VuMV6TagbZoPyDVO5TS4EBTgItwOsJT43yEdR5rpa2lVXglURS7SpPWmkjV1M5jvcO5Gh/6pXAa7zTaeiorLpvSijm/cp1JtbLCKZBEwgewr8XNYh2Sr1OUtXAHVFaxrzRpKW6GfaWoaihrRVFL1IqzDqcUlZV8KuexVrOtoHRyv3VQ1YptYfAoCT2tIoa1oq4VZa2prKKoxSAqddcktSzWRR3KDWVY30TMeFG1dcG1oiVyR9ohX4O1lbJRoU8qTVVLujL0jfUSimmbcyf5N/+co33+rBO7VsOG6aynDqHDjTppZcXUX9YqKCtDGfoOJb8341DW4kbZVwLMbM7LWharXakorWJbigurrD3bUjgy0gq2hYxFFdI3bdZKzm1oV8Og6lxgZlUSUeN8l6YObo3IyKZC+uF6Hi64cKpQTh0iQKpanjHn5e9dJXVMQkhxaaWe+0ravyukjkUti+OuFDfdvgrpQ3vKWsat0mKtrcJzrcKz3DwTzb/ahTF14gJrxhYlC21jc3c+KNAqcaWkmQbthUlX+dA+eWdqp3Bo+b9X+OC6smgcUqfm+d+XsN5J9IjRsNlL1Nh6pygrgowCKA+7FNZb0bwpSsVqK/2zK8Q6UVrpg6KSzWNZE8oKba+lryIHtZe5ohlH72V8X08PId+mv9rnULEv5bdGYsKHMb/OoPWzf3yF+fgFOrbbHU+fPQfEQ966JZS5Zg4kpGhMlkamQDlXstHAewyBV8PVRK5q06rAkeFUhKAnFLVJeP3QSuGDBH1iJTZOuZqo2r+RVikFzl6rl1O6lYLvq7huswOZ4FEUWjZ21uuWIlypvsmzM43a8Hr3KcAd5g0zs1GW3AjGJVIVEdJeq5LWh1t7QYjVTlMEkGnlIkorZchiHWjd46ZvXUsd78MkK7gIQYL0h0i1/4HEuFamuwmz7OND6N3bUXl7YhN8z7iWTl7o8Ju+MTf4pDuq7o7yvgFXXn+GFF0odN+/3dCvC5akV8cGp6E73/pNNOeNv71pz+tmcxf6TMqQDdnr/WhbmvSub/oYln6/dW3s7kuMb03s6s0qhkU5LJpWMCb9vPph0w2mo7mv+d30xrLFpcRdHZux1sq3CtKx6cYnNr4d6yYv53o09E42Ff1+a/oBZCMjZckCWFRSmbL+Mvdsd3+zwHYU4r510wn+QbXnlb3exqpy7PeSWDAwsjkxpnNFNMB8W3f4rWGu2o1KFqjY+0q0jQqvR2H0m+0QzIdq29Bci6NuI3FTu/uYnCjq8CPNmBjtWyzJOLNvvMuy4ZYxsbbDDfXH56+9D9+892bZP23HV5iPr44bD3ODjDvIl073+5v3NfLwkvaGR6Z3U18WvrvP/9i0jbx7H6dBPy/TM9IFCfh+Va/J0Tdy9r1yr0nb99pwU3SR7iXuy6TrdiLt9Z26Oa++XshNeTUTvO+l6dcxCpOgUtdl0Ntye3n1y70pWMrom8/b8vp9Y74k7Q3598s1NzwW/eeqmdS/tI7m5j6/6XmMvqw9N+Tf77ub+rGfV3xDvtfG70vy0jeMdWxuPm/a0693X549vsEW3b+/n7bN40vae1O5/b6Jv6TcJoncr66V61/Lt3+/D9f7kRlNffrlJr20/fY0afpjksaddk/Sy7fdYEX9tF2+7e+9qScy3fzSL7cpT31JHeMb6vh6e3gtbf+9Nje899fKpfdbr6yklzZ/89vtZ/74yu3yc3J471BKt6BHpdQb52macPvWKfv9nvF4xHZX4JxjPBqyWG2JIkOWxqzWO4bDDFtbirJiMh6w3WzxeEbDIavViiSOieOI7WZNPhjhyh22Ksknc4rlBUppkvGU3dU5cT4UVdTtinw0pSx2uLpmMJmxXV6iTUSa5RSLc5LRFOoSu1kQH9ymXl2Aq4lnt6gunqKTHJ0PqS9fEE2PsXWF269J5rcoVxfgYTI9ZrO6Ik5SVJyx2ewYDnOK0lHWNbPxgMV6h1aK0SDlcrVjkMYobVhtS+bjhM3OUlnH4TjlbFkRRYpxZni1qpgOYhQ5233FfJyx223xzjMcjVistsSxIYkTFuuCyTBlX3k2heN4GnO2kJiQ44nm8blnnMMgjThbWk4mMfvSsa8cJ9OYlwvBfMxHhqeXltlAo7XiYmW5NRNcQ1HDnbnm+ZVgPqYDzYuF5WBkqK1nuXPcmonyq/UEuXpLniiGmeJ8VXM4iihry64QGvRGMXY+jnh5ZRlmijgKmI+xYVs6dqXn1izi1bIi0orp0HC2LEOorWKxrTgax2z2XT+erwQ7M8gizpY182EU6mi5NYu4WDuc9xxPIp5f1RKqmGherSxH44h95djsPbdmonqrFByNDc+vLKNM3EjnK8vxxLDaicrr7bmEd0ZGcByPzj0HI4VSirOFSJS/WstX/cMjkTjPY/HvPzqH02mQq18LJuTZpXx93z+Ez8+Ebns8UDw+F3r1zd6z3MNbR4pH57Kg3ZnBRy88ByPIEsXjV563TsTHvy4Ep/Hxc08awe254qNnnltz4Rl5dul595aoP+8rkWT/+Lmo1B6OFZ+9lHJr57lYC+/Gyytx0dw7UHz+SpgyR5ni2ZXj9kyzDnV8eKj44pVsZO/M4ZMXhDoKNuL+oSisihS84CLSSHF77vnB4+uYj2/ek/7al4JR+f4XEpJ6MhU8xNunil3heX4F336g+OxlkKu/Az94JOVOBoJhef+O5uwKXi3gu+8qvv+FjN97dxR/9KnnzoEiSxWfPHN884HmySvPcgvffUco1QcpPDxVfP8R3D8GvCgDf3AXnl7IO/P+bVHpneQSavvRM+m7feU5W8IHdxWfn4mr6J1ToZ6fB26Sz14KX8sihNp+/Y7gQCItffKjZ6JPk8VS3lsnoka7q+DtY82TS08SiXbLkwvP0VgizM5X8OBI8fxKLCkPj+Cj54JLeev4r3Y9+as4vtp8/Iwf3jvWn3yPen1FNDuhLPa4uiY9vMXm6gKtDdFoym61IE5zrI4oiwJXl2y2O7z3OFuyWizQxlBkGdvNhnqfY21NVVV4O2W92Qiuo6pZLFfEkWEQwX67pt5vYbfEVSVUe8qL5yit8bsZ9fkzXDaEOKXerigmh9TrK7ytKPcn8PIR3kTYfIQ6+5x6dICqK/z6Env6Nv7VI7A19u77uGcf45IcDm5hL19g1xf4qsTvN6hiS33+BLzH3XqX+vIlNsmxgxnFdoPfT9jXjrqu0XbCdrlAKUVdzliutuzjGKtTtvuKqspEU8Z5ylrx9LKWBXbgOFtarnLRqt0Ujm1ZsViL6fS4LDm7skTGMcw9V+uK5c6xqxT70lHVtIDTXRHzxbmA49JEFqLlzrLZ+YAxsDw+F4XSoymyUcksRosWyaZ0XK3Fz11bz9OLmtgISduLheNqLWGL672AKc+WFudkcXh87kgiz2yoOF85ltsK5yqpo/WcBcDprkx5dmnJYoU2ERdrz2pnWWwDDqCyPL+SOh5PHC8XjmFaobWASHdlzXIj2JiiEu2e2DhGA8/LheNy7SlqzXoP+8rxYiFhz7vS8vTcksRC/na+cqy2TvzwpZjZXyxkg7QvHc8uZaOSxJqrjWNbOK62UFZQ1oYvXonb4Wqj+eIcprnHecVlkER/vmwwNLKIpEHk7NE5nC3FPL8IOIBH52IO3xYC0BwETpAnlwJK3ZayWBeV5/Mz2Xys9/DJS5gsII09L5dQWM+rpWArFI5PXsritd57Pj2Dy63U+WIj+JcnlwGrgpM6xiJO98U5XG4d1sJiJ4vWo3N5HneFlJsnMMk9zxdSx8VW6rgt4MOnssm5WMEPnojI2jATLZmLtWxCdqWk/ZNH8mV//1Dxp0/kmgdeLgRD8fHzgDMp4Q8/FeG5Owfwo6fw4krCjc/X4sL45EVgna0k33EmG/HPz2RBP1tqlltwyvO9T4VnY7VXfO9z2dSNcnhyoSksPL0QTR1l4I8+E0vE2UqAuY9fSR1fXAkG5PMzqeN6J3UcZkL+9qNn8ORccB8XK1jvPB89F4vLcuf5wSPFOJdN6eMLqePlVsa2sqK3YzQs93I+vxAw8ssl7Covz2Mt7qcnLQBaNh/nK8W+1lxuYFt4Hl/IZmQ2gF9+6yewqPwVHV9hPn7Gj3qzZPXRPwfA6QhnxDZpddKaDV3ARTgUTsfteeO+6Gt73HR41UlZNy4H5R2JF56Pa5gPV6MCJ4gOfB8ehW/cJt6hQlnG1YIP8R5TdNzJqqfT3bhOfJyAc3gULht0leu5PRqncpnP5HalKWKRobTKtG1XdM7bUkmEkfOKCrFtWqdxwSNZ+bj113cGUo8JGInruAb/hk9Y6MYDgNOZ1t9eWSOguZ7v/8swEu6aYbZJy43Yi2tpWjdRr4taqntPpMM4KEtsbHtPk966qOWvaPRppL4N7qEDSCg8Rr+O+XA991NPgr7B03iw7k0bfhzIxvpt6B9a+bbPdGAX8W2vXMd8OK/a8atdV65zHeajua/RUvmy8Op+2xv+in4dVQ9z0+cPafr0y/KKtL8x3LPJS+oUMBLat/ojzf39cq+57m7Cw7juN2tVi0vpt7txDVjXa6N/E5vRP6ztnn2j3+Qq6bcnMp3bt8Egee/bsgRY3JTrWzxMHHf90Lgn+n0qGik34zKauvTH5/W0/XcxiWhf9zSW5wiuuyWbw6guVDnSweWifOuOMbrj+RjEb2I+rIOixYJ1bTydwm9/64YX4Kf4+Arz8Qt06DRHhQ2HjjunaJR2YbtRkHfXWrUvfdJLGyedQ9GETYLWup054l7aNKT1qFayXUW9+7Muckc350q1mAwdd/XS+ag9V9moqWyL9VCD7uFVg2l3HgdGpShp66h6eUWpELUpfFvHqOd4TZJO2j4Js4JWHUYh7Tn/h2n38mdxN2E2m4Q86dLmPSdtQ2wUG9VuHUZZl1dzrlTn2+37ofvXGwltrTo/cdbzAf+4OvavN3mpXnmmV8d+ewZZt9A2fv6+P3+Y9fqpV9+mq9N+XtfqKP+PTL+OvJG2X8fIdFu/fl5tHekWzTTuro9v6MdId2lHvXKnPX6/RoI+ibr2THt73uZc9dqTxN1iO+mnDflq1bVn0Bu/fr6NdLrR3ViPu1fmWr5Nn8W9fpz00/ba04xb1r0yzIbdCjgfduU2dRxlXZ8fjLu8ZsOu3Oa5mHevH0fhtVUINXhTftOPB720zblWXZ8Ms649R9N+2maz1rWn38ajXh3nN9Vx+Gbafh2zXh377Zn36ti8d3mvH/tpm77pvzP9se7PAc0zFvefsV57Tnpt/3k8vnK7/Awcfr/FF1vU5BC/XYDSqHyEW12i8xHj936ZanFOcnCLer/Blnvi6THl6goTx0T5kO3igmw4wQHFdstwMmW/2+GcZTAcsV0tiZKEJEnZLK/IRxOcsxS7HaPpjO12g/ciJLhcrkjTlNhoduuF8HyUe+r9lmR2TL04Q2lDNJ5TvXqCGc9ROqJcnpMenFJv17hqTzQ9wV0+Q8UpZjilfvEZ0fwWeIe9fI659R5u8QKqAnXyFu75J6jhBD2YUp8/JprfxtkKu74iPrpPvTgDPNHshOLiJSYfoeOE3WrBYDKjrCqqsmQ4nrDdrNFak+VDFss1g0EKyrDcFMzHGdu9o6gcB2PDq5UniRXjTPP8quZgbPAertaWW/OIxUZcNEdjw8uFDbTghrNFyeEkpqrFXXE6jzlfyifd4UTz5NwxGYi2xYsrx+0DzXYvXBZ3DxTPrmQCOxgJVuFwLHTrL5eOe4da3B+l59ZM82IhG4/xQPH80nI4ERrwy7XlzoERuXorWiVPLzyjXDNI4fmV5WRiqKxnvRdp+4uVfGoejA3PLmomA0NkFC8WjjtzcZOs9557B2Kejw3MR+JWmQ+FAv58Zbk9Nyx3jrLyHE+ETyNLtOAPLi1HYxNowaU95ysJnbw1g6eXnmGmGCRKeD5mhrLyLHeeOweaV0uxBx1ONM8uaya5ITaKs4YvpfBsCs+dmfjQo0Bn/cUr0eQAeH4lfvWL4H65fwCfn8uiPh8KH8fdA/niP1sKpfbzS3EbPAj++PlQFunPXwkvxrb0XK4l7ZMLWYRuzeDTM3GTJBE8uYSHh+ImWe9F3v3RuSyoR2Mp92QqX+kvF/DgEM57dfwi1HE6FDfCnbmicp5XS+GDeHkl4Z33DiSv2VAWy0fnguPYFoqLteA4Pn0pX+73Dj3ffwy3Z8JQ+vlLwUWcr8Xl9MEd+PCpMKzemiv+9DXMxzfuyXO1LQRb8SePpNyjiWAr3r0lrrpnl/Ct+1IX64R6/PuP4XiiGGWeD58KB8diC2cL+KWHih8+9cRGOFD+5JGMSRIL9uJrdwQr0dTxh09l83JrLriTBwEr8cUZfOsBPL0Qd9TX78IffyGbn4OxuGjevy1uoCfn8Mtvw6cvxELx3i3FnzwWPpBRJq6sd09htZexfv8WfPZK3oM7B+LCOZ3JR8WTS+FTWe48272MyfOFSAHMhsIPczyWCLOXS8F2vFx0FPA/z8dXbpef8sOtLyn+6f9T3BWzU9zqQi7MTvCbK7yO8NkQX5eobISthI9DTY4odxsxAeZT6nKPMoZax3jniJKMqhS3SZqlVLsteE9qFK4qUCYKbgGHycfsglRonA3ZFwUKGPg9rq4wRhPvrsB74myAX54BoPOx1NFEEKf4ugp1FHdMnA9xyzPwnshE+M0CTIyu91BXqPEhbnMFgJqd4hdneKVhNMMXG0hy6igF59CjOdVe5CXVaE692+CVRkcJrq5QcUbhFeAxgwnbEAsYJQP2RYVSioKc2nqiKGaxk335KDdcbcSkPEhF6l3k3XWQy+6ULA9GnuVWQk7zRHQukghw4kYY5oZFUOEcZnKukOibopYvr00hLoLpQHG2kq+k6UAm19h4slgos0dpp8J6MFRcbhzgmeTiN25CBa2Tr61liF6e5IqrDaGOgmNII8EOOS/XVzvX1nEZ6uhU1EqJb0qp4+EIrjbSntlQNiSNxaWrY3Ndtf2YJUJcFRsJo7SuayPIl2RTx0FTx1j4O5wXX3hTx+lAJnaFfEGWtWzCtoGGe5prLkMd08Sw3MmXc22F42Ocw1Ujhz5UvFwCXjAFq51sFmzgrTgYdXL2xxPZkGglWIVtKQt8Hep4NPatGup8JOeN5aOo5Wt4W0gdD0eyAQIYpUICFhtPHMmGcZQqVmH85sNQBw9ZGvoxEheKdWIZuVirNu2rVRP2KbiILCbQpIveyaNXId+BEItFRr7It0UY08B1cedAFu6m7Rdr4ahpOFFmQ8+LS7l+71AAngrZIF1tJE+P9PvpTOoFsqA/vwpWhVg2Y8NUAKTWwd1DuQ5Sh7OliMtl4bmY5LKJ817yenIOeM9sJJuSNHxeF7XgeF4t5e/TKTw+lzpOBlLHPPHsC3l27x7Cy6X041un8HIRhASH0jejTNxBokXU5Xsy8VxuITKeYSp4oXEmdPHNWC93IoGQpZrNXqwehTWic5TC+VrMIN95oPja7Z9ft8tXm4+f8qN+/EOqH/1TALzpbN4+uFK80rjghvDKtLwXdZy3vnBrGm0R1WJC+r5uTRfEHrsyXFey0AO1SXBBQ8UpwQEob8lqWS1MXRAHng5Tl6iA/1DOdnlFAWuiDIQ6aleibMB87MPs62yHFVEdLgUTBcwH+OA2cToWACrgTNzWV9obcAGh3lYZbGh7FWUdDiPwcVivKbzkW9qIyjX9pN/AAfQxBf0jNp2uSuuDx2MC/4VDtb5j63WLA3A93oXuumq1KZpDq04Hpo/5MMq/gePoH55eCLNXbdprdQz39XErLtSxj/mQtndYhZYDQ/k3wm0bYTXJt8OwtBwb/nrYcnN03B39PDs8TKND0+T7eoudf7O93kMZ8CVC2qXeSCubNXVtrL9sduwwHZ0/X9HDNfTGoY9RuQmH07S33x9KeWLjemk7V9TrWKD+9f74NGPne79Z27W9rDqJ+KLsxrJxSfUxErLhburbjVnTnrruMBtx9CYFu4SMdy7BlmKIDm/SYo3s9bwajImEv6qWT6NpY9OV3jU4jpsxNK+P6+uYDxeI7Jpym8aNcuk/BTQeaq067o4+tiaOuvcojeXcKNc+D4lxPa6ZMF85qMKzWdnuvT+ewP/1Gz9byIivMB8/R4c+ugdhgTUnD2Ux1hHmUBhnVJKjAzYimhy2+I9seij3a0M2EudhnKRE4e0ZjMYtD8dgPJO0xpAMJa84G2DCBmc4GqOU4EVGY3FwmighzsXBGY3mLe4jOrobZi2DObwrdUy7OsaTw5azIzq8CyiIYmknoMbzFt9hTh6CEUe6OX1LOiRO0VPhGjbDCSoRJ3cyO5G+UbprexQTByxIOhiiQ7njofymlGI8lL7NYk2eygRwODbtBHw6lT6KI5FsB7EONP7a06l8EYmEvNzURJ2ARGs0GITTqRFsiYJbMx3KVcwGKpSrWn/7/UMhSIq0mGpBvqwb//TxtFskbs9DHY3iaCznowwGSVOubuvYpYX5UK5PBp1q5vE0auvYtCePVevLPh6r9mvy7oFu63hnLnkNkg6jcDxVbR1vhXKTCE4mXbkNbuH2nLaOTV5J1Pn5ZwPVYituzbp+PAnjk0YyLk0/xr2+UUhf3ZkTxq/DCtw9kL5QiHkcxP1xN/T5wahrz8MjaatWHd11FndunMNxx8dw70CiSETyXrXjNwuYjZNJh624d9CRYTV1HKYdRuXWTLWYl7uHXd80mIDZsMMPNDLuWkl9ZfykPBB3wCCRhfBrdwK2xAhtO4gF6nQW2nscsA2Im0IFy807p77tmwaz8f4duaZVSEtHFw9S10ku9717S/rRaHF1NO1t2n7/SFwnIGGsRgeJ+Vvy2zjvMBv3j6Scfh3TWLVpD8ZdHd+73dWxae8glbBZEMtK85x/cE/6xWi5r0l7Ou36sRnrt046PJYoBct70GB5jia6fR5PZkasdKb3HuSqHev7Bw0gV1R4f56PrzAfP6WHW17gzr5AnzwgfvdX8KsLzP0P0PkYZTT66B7WRKjpMSpOsRfPMCcPcdslvtwSHd8TGfQowYwPyGJNNJzilKbabsimBwxy0U3JxzOS2GDilCTNKK7OiMdznLXUuw3Z/Jh0LXbFdDwliYxsZIymXC1IJzP8fobbbUgO71BHwpmhD25T5yP0aA4moV6dE89PiXYbXFWQzk8pszEqjokGE+rxAWZ6DLbGXZ0R3XobdfQCX5dEJ2/BYILKx5jhjPL8KdHsBOM9drcinZ/ipyeAJxvNcPmUOM0wkWG/XpGPJ6RlSV0VjCZzonSD0oo8H2CSjEEa4zBcbS3Hk4jx0FPUwimRxpY0VkwGmkHqOBgpwVNsPHcPNLORYBXuHCiSSDPMFKNUMBJHExUwH547B4ZBJtago4lhENeMc00cKV4uHbemmtVewv3uHSjGmXxdnUxECvxopDBGc7b03DtQol9SSR0GiSJNxA0xyoXnw3nPcms5nUUcjC3WwcnEMMo8eaLJE82LpeN4rCkqpI6HmjyJQEm5WkVMh+K/fnopPARXG3FJvHNL+D8SI7iGSHuOJjJhv1wKVuFy49nXcP9AERtNniimA5m4T6by9Xm+Fv/2fCRfvHfmSsJsM1mAn156bs0URQXLrefekWKQyWp8OlVkiWWcC3bmfCXtXe8c29Jze24YpLJ4H4w0g0R4FSDU8UhxMhW11LdOZKEepLKBGWeCaylrSfv+bcXhWNw/b58q8sQzGyjGuefxhSz8+0rcRw+PZSFTCm7PZLM6H8rm8sWi0VgRjMT9I7keRzLGw8xzPBZOl/OVjO/JxlHXsokbZ5YsEd2bg6HjeCIupKuNbFoPx2LduXsgi/g0l/7+ImA+llvBfHz9jmcQixvxnVuQR9K3WSJcI996IK6Hxcbznbdk3LJYXBKzoRe5esTV8fW7kve+EszHdCDujOMJnD6Vvi1rxcuFpL01C5iPUxnng7GM9acvhFfjauu5WMkm4XgqC/uDE8V8JBuAOBK3yTun4oZa7wV7MR9KHU9niqOJ1NF7cRl9/Y7i8XHH8zHJxS10MpXN7zungtl5cQXfeqC4fyz3vhvyPQx1/OIVPDxWbEpxD71z4jkaSx1vzeB4LGHssfFcrh3HU8OuEEvT0TRiljuiSDHKDLNhzWyoqa3iciPPxfEUGevZX+2a81d9fOV2+Sk8fFVQ/L//H2Br+ZqvBJvBaAZlABgkOZQ7MTlmA/AeH6etqdANZvi6kFDJbCL6LCjqWLbj3sQtpbqJYlwt+tKJK8BZvFKBHh2IM+pGaTIZYIOrJHHiEDauJilkc2K8Q20WknY4xdclHoVNhoDHm7ijj45ifLkXzEe9B1uBc5imjXGKrwOwIR9BIe11+RicxZmYOg2htOmIsnGFxBnWik1VKWQG6ceQxjlliI0r1YjaCu/DqhrgafQ4GouHauW0tdYSQug7CuQo6iiQh4kPEthiindOzK8N7bjoQgTza0RL7+zQbdWakLvECP5D0qog9e5JIx9YJjsT8TB1wXzuyWLf0rY35fal4JNYFnExV+vWXNzQO8dGtTLeqCBn7kWXxfkGzxHam8pGCcRfLmUIONAjFORN/oNEcBHei5ZHE4rZtGGQdCGVeaICnkXysu46o+QwcZS2a3sZ+qZxA2ndjU9sdFuux3R97iWI26hOzj6NhEvC++uU2U0YZRYLhwXI4ipt9wxSqWNkfGvpGbTPgmxomvEzAYtjVOfGSCPYhn5unguFJ0sCxbjp3BANTkeeF93m0Q9z3ZaNlUm1ba8bc74Xjg+523G+CM+Ici12KY5krNOkc9Ecz1Rbx0ZiXilaOvg07lw4fRxUGks/ilUrWMfSrh+HqWwcmrrb8M409OyTHNbhPZgMBXTbpHWe9vlo8l3LdEKku/o0R2IEUAqQRb7FGKVRGGvV5TUZdHL285GMT9P/Uq7HBHmCcebD+MI0t+G58QziOryrDh2kKJJIUdbynHplWq2eXSVmFKUU21IeoreO4TsPb4jt/Sk+vnK7/Iwfvipk4wHd/6HbhKC682vEDF1ab8vuvMFe9ILum98AXL+MJm1vS2r7advznpPW9e4vi/bU11VXx2bL0curvQ6y8ZCK9a53baDqnbdYkt7tPSezu0ljvtegupfWhpWlWYzgur+6r/XRLpi9cqv+8PTSutcWBbner8ObVexjPJrJzNPTyaBrc//+fh1ukjCvviRtK2H+JXUsmyHppZHFTv7oJnd/baK/qY5Fr9zm937flP1HqO4utNwP1+p483nXjzfnVfXOfXu9S7vvtaHJt19uUXWhp/209oaxLr/kufDX+vHNtK9rosBrY91/Hm8sV/XO+3VUb9y/2wfsEAKibI6mzWWvjcUN5328xbW+6b+2r20y30h7Qz/229tsFtRr9Wl1YPrP2JfUt/2t7srd/Zg67quub4of886UNzzbqofzca7/3r/5bPdxT/3x64/Jz+Pxldvlp/DQgwnR136d+vGHmDvvSZTH+hLzznexT38keIpb72C/+BNxu+Rj3PkTotvvYTeX+GJLevd9qrPHqCgmmd+hOH9GPJrhTEK1XTGcn7DfrHDWMpwfsr08w0QJaXpCefmcdHKIDW6X4eFttqsFeM94dsRqcUGcZKRGUSwvyQ5voVevcMWG+O7XcE8+BBMRnbxF9fJTzGiOSYbUq3OSwztU2xWuKkkPb1O+eow2CcmtB1QvPkNPjtHVDn91RnT3fez5E3xdEd15j/rpR+hsRDQ7oXr1mOzgNhUKu9syPbrNer0BPPn0gOXVFXGSkMQx2/WS4XhKWeypq4r57JCr1RqlNPPhkFdXe2ZZzMRHXIbwWWHfDHL155YkUsyHhsfnlsOxkDNdrj0PjjXPr0Rk7OGh5vNXjkGqhfXywnFrptlXnvXec/8w4sWVzFS3ZpLXMFWkiZZQ27nmYiNf1G8fKz55EbAKB8K8eTiSL8mzJTw41FysPUXleevE8OiVI40VR+MQ8joSqv3l1nHnIObVssY6uD2PeHwhjKDD1PAsyNVv9krqeGR4cu7EpTFTfPxcvj7TWMzN75xKxMF6J+b1D5+JteTBkTBCHk/EJP5iAe+eiGx9UcPbJ4pPXniyJISTnsGtqUzcjRT800v5wn/rWPHRcxjnISLj3HP3QCbj5Q7ePTU8vRCzxL2DiEfnlnGmGCRwtnTcmksk0a703DsUhlOhV9d88sK3eIEXS3jnWPH4Qhab929J2Gfj2//waedKeLmEb92TcbAOvnFX0k6HYt7/7KW4WkSJVMIzv3gllrf7h4pPX3qmuURMPVt47h/K87Mt4O0TzScvPYmRPv/0pedoJFaq87XnwaHhfCVRTvcPNY/OHWkskTyPLhwnE1m0rjYiyf7FK1kcHxzBj56LJWKYeD59qVr69cs1fPPrit//SEC9X7+r+T9/4LhzqBgP4MMn8CvvKp6cS3t+8wOhLs8Sif74o08Fb6GURMx85y1xmexLOf+DT6Xce4cSHvvOLWFBPVsqfumh0Jk7L5iO730O87G4Nn70DL52W57xy7WEvP7gMaGOktfxJLiRXsn9LxZizfnmPRmTNA7lfiGuJ4+4Xb51X8Jki0rG8p99LBTwTdp3b4vF5uUV/Mo7EkrtvNz3J48718tnL+U9WBeS/mu3FV+ce4yCB0eGR+eWaa4ZpIrLteX2LGO9L6kqx8k85eWVyAyMBzHPryqmg4ii1q0b9+mlbIi+ce/n2zbw1ebjJ3z4qqT84o/BOaKDO9jHP0QNp6h8jB7PUcOpWDmsReUjVDJAGYOKM3AKrRNwoLY7lFIY5/HWYVQExR7lxZSn6h2aCV5ZYrcXAiMj8s+RMeRYtPbiColiISaLxMxq4pQ4kQgSE8dESUaUpJjIoPMKnQ3Az/BxBsMJ9vAeSmv0aIat7qLyET7KqHVCPJixN2Nqa4kHI7YzgzEGnSVsfUKaD9DeUg5PGEznEhpsLWZ8iD2u0HGKzidY6zGjGd6BNTkqHUItqqUmzlDpCJ3EEMW4VAfQboLTteQRO7RSmCiGCKI4wqDZJQF8mjiMVuSxIo0NSaTIE8hTwS3ETkJp80SRxgrjhAMhjQ1ZLObz2IiP33lFZDxppIhC1E+WyL88lXxHmWaYymSXGPHVj3PVhj6OMhjlmlh78tgzSBS7VCIPskQwIUkkYaxZIq4LhdCV54kKlOLiIpjnnjRWpKkSsFuqsU5TWU8a6TbCKNFQ1wKcTLRHOfktVqL5m0YQKRFky2OItSKLFXEkbcgSKc9oAb/mqRJMRSKm+zyR+qcxbZ9Z250nRhaSSEMaiVsm0pDEnigyAVwIcWRIE0WaCB9LGuvASunJYk0WyyYujxVpGEfrIFKhrwJgcRDO8xgGsWwG8iSEgRq5PojF4jBIQxtiGCbSvmEiuBfrmjGTvhukAUAacCl5LHUoAiA4S6RecdS0V5MmkERCg5/GMsam7tqTJYo0USSRIY3lHY/jJq08R3kigOY8bs5lEzLJpZ8nA8G/aA2HE7h1qDk9UAwSz8XKMx+LzHscCSV9g/mYDgR70WBaVjtxQ82GsE/EZTEbyuZjlHlGKYxTeRf2pYQmT4eCm5oMYDYSIO504JkN5TfrJO/pQACjWgs2ZJLT1qPBBDWullG4ngVg78lM2gWymM9HcFrIhnc+UpzOCZTpnuNZABcPBDt1NPHsgovuYAS359L+6UA2/AfhQyCLBTB6PHZoJe/s0cgyyjRpJArfw8ygcdSRY5DAJBOXzTBVTDPHOPPkzqMRnpy3Tn4xluWvMB8/4aP49I+on30EgCn2stHwvnOh1HXnYkkz+Rvwe+HC8N53rowsk40AKqStJOB0NBVMiDaiswLYeIANIbrae3F7eN/SmVsdUSeCp/DadKb0KBesiPdEXuqiXUVspY6myQuo4wy8x/WwJpVOKbVAu40OLhLvW6p25d01qnYdzrVS4OpAFx/CY5WhjiSv2mTUNDGCEc43tNs3fD0o3ZpY13bYhieWthfK3JhXMa0ptHF79CWwXQ//kcX+RnrnJlw0Nr7FDwxi+0Y4om9LEcxJUYWwT9WFxzbir1p1obKDxHXS6eLWRytHEkI1Y23RITxVK9WGNu5DOHFlFbsqnNeqxQzs9vJF7b2ALPt9o5DJt6wDviMCpSVqo1EfTSLfhh6KzHqQtnddPzY05w0ttfTTdVN20ztNe/Okw5IM067tsWlcbPSoxxWlDToipYQ63yQl3/xVlLJpsTeMY6Q7U3medXUcZFJSZDx5KjelUYfTaCnEQ43kvz0XkFfsw1g3eBStPMPMhXK7UOg46kJEi1pLGHvP/QEyhiCbpjJgdXYBV+Fcj8bcOrYBm6GUD/TpvvV8Gg3aSLTQMJd8PcKI+zr9fRN6rAhcJpX0o3fN8whx3EUTNaG/DTfLly1Dady1JzbX3VXN0ZSbp+JW9AhepR+++3odnWuwM759r7WWTZ2U27lN0rhxpwimqumvBt+Tx528wTApw/vhyKIwd+Ha8HClutB9hwnvgaIM76LR8JtfG11THf9ZOr7CfPwMHaqvTaIaLyOv/Yb83qb14fz1B7SfV39om3T+zZ+uldFduJZz//qPeyd6adUNeSlunmRuFPG4Vu6b19+s9b9cHW9u+s31+tJuCof+kq65sQo/phv7v10bvR9X7g0FX+PPeON+3/t/x+/w8tzx9MzhnOPp85Lt3lPXjvPzEhEVdGx3suJudzWrrZUFxot4Xd3jZ4i0J4kFnTtKS5R3srCFhbLZhIBgMfal5LPde3aFx1rHciX3lKVjsZLEu71nte1hJyyAu6Yr07bOdwvq45eeqobttuaPvncJQFE6tjsHeKyTOjjvWK6scD5YR1lKuc55ylqsR5UN9XWO3a7jdukfP+654Uuu/9jXIPTdptD4oA3UYiQ8b7zi/X/9vBTXnyGt33xMrumyfMn5j2tDy2vyWlrfO+/NcNfzfO3+G/vmS85vWthe15l5vU/6x5+tvf0578ekvXbhprQ/m5uOP8/xi2Hf+Sk+4vsftDOKObiDe/xD1HAm9OnPP0XdegcWZ/jVJfrtbwueQkfok4fYj/4AfXgHkhT75CPMO78Ey3P8fo158E1x4SQZ6uQB9vkn6PktvDbY1QXZyX3KzQpvLensmPL8KTrJMPmY6vI50eQQi6babcjnx+xXC8CTjA9aufrIGIrNknQ0hf0aW+7I5qdUF89Ba6LpMfvLl8SDMT5KKDYrsvGcbWmpa8tkMmS1WmO0ZpCnbJYLssEA5SzldsNgOqdaXeKdJZsdUVy8QCcpOh9TLs6JRzNq76mKPYPJnNVWPu9GwyGL1YYkiYmiiPVmx3iYU1Y1ZVUzHQ9ZrHdopbifDzhblIzyCJThYi1y9VcbWWxuzSIeX/iWc+LJheNorKms+KTvH8GzK1kAHhwqvjgXM/s0F/XLW1MBrC13cv15iC64M495cmEZZzrgOLpQ210pFOKfn4nF4HQKn50JZiHSoop6/1BUWcvKc/8o4tmlC7gUeHbpOBxrwLDcOk5naVCuhc1mzaYwWDRGOazX7ArF5Ubxo89kFZtNNZcLRxSVRJGiKBw6iNfVtaeuK/Z7T55rcdUZwZfUtZisAQapY5RWoDzj1LLWHusT+RJvgHaBFGpfirWkqmBfCP21VlAUAoCta99+eZY1jAaSPo6CBei1BUw2N9LPzsPVGs4XnkdPtuzWBYtFxWC8ZzCMSWIVrDqK/d5R156i8DhnMUYDUn5zKCWbpk1Qna0tXC4ch1PF3/yWoqgVy63nnRPFkwsCb4mM32woVoHnCwk9vtpKWx8cKT55KddOp4I1uDVTQhe/kuuXa9k83T1U/MFnnqutxoY2VjW4SgWXj+KX35I6NhTwk4G4hj55IViFy7WEp37zvuKPPwt8G3cVf/Cx5/aBJk88P3ri+aW3Fc8vVZCrF1xEligenAh1eUuvfi64iC/OxJrwrfuC4xjnitO55/tfSBhraQVP8a0HQuvuvIS8fv+RuEGmA88nzyW09WojMvTfui+4IqOFW+VPH3dy9Z+/kvtfXAnm4xv3JG0WMB8fPReade+EJfX920J5X1nphx88glGuOJ54fvQUHp7ItfOV4E4eX8pG7+GRYEWmuWKSw9MruDtXbErY7D0PjiJeXDm0htNJzstFLS42k7HalszHKft9SWUd80nOxXJPpDWDQcLFomA8iKmdFgmGWfwLswH5avPxl3AUleXTpwus8xxOc15eFsSxZpIbLpZ7JsMY5Sr2RcXxJMFX8oU3Wl5gF2eoco+uZtjtArN4Ccsz/HYJl89xZ1+I8Jo2uFePJCKkttjHH6JMTP3oI/x6QVQ5yn/+/0XlA+L3v0P9p7+HvvMOOknwLx/hP/gN9OYCX5fYt76DvXyOTzJq5yg2a2KTsFMpZVFjdwVXe8ArxnHF5dYTlxV5YtnsHCNTUJeOqtJM9jWXdY5WinyneLWfkPuYipSrdcQxCU+vJNzzbaf4/NWYJFKcTuDJ5ZyDvSIzFeud4TTW7IoU5zyHe8uiiom8JlWORZkw2ssGYV8YDmLL1Tq4pFTJ1bokiS1ZYlhtdigURVlR1jXGxFyuRPq99iXLTYG1lsonXKwdkRZ+g6IGYzxPL30IgVQ8PlcUlaeoRR7cGMWjV1A5cTN8fiZ4jdlA8elLibYoqoYeHb44l88+o0U6e5w5RplwPyjlWG6FkjyJRO5eCKMMLxeeqhZT79lSsAYXaxeouhXPrhxppKit4sXCU1lLpC2rnSOLPdvtFudkoTbKYr0JbKYOozWbvW5DDS8uHUoHNkwrX/ZVJW4PpWC/Dwu7E6uFMXQWF4JbJoQYj9MSj2ya8rimrDuVraY8FVhVG1O8c515vc+8ud2LqqhzirLqzN6eziJAsxFRkq4xpwPs9o7NzuGc52pRkaQRSaRwTklYsuqiEWzY7GjdmOp9m7+Y82UzoJTCGEVRKT59IfVe7BRZ4vn8VaMYLeDh+VBcA08uQHmhGN8U0qbPXqrWpfL5mWAj4lh4MYz2vFgoCcHVirNlaLen7fiyUtRK+vSffiSEbFpJXuOAk3hyKSDWs4Us7uMMPnkum6g0UXz+SrGrRIjwiwuYjDyPzmTjPBvBj56Ka9Gh+OhZFxHy5Fyo9D96Lr8NEs+fPhb8xWrr+cHn8vzsK8XzS8Eg/eipuM5SI+DT+VC4Pj56LvW+WMvmY5TDx8+kjgr40yeyeUpjAbhqBPC63guu5QdfCObDevjkhWJXSp+8uJKPgi9eNRT8wnsyyiR67dUG0oWntkKFPx/Bq6WM+SSH1c7Kc2kVi40jjwTztS0cizxiuSnRCvJIs9oU2FqTx47NtiAxnt1+T10LcH2z3mCMxnpYbAqcd7x1a8zJrKfa+AtwfIX5+Es4nr5a8/JSnKke0/PXB787lljLV+aoviSzEnA+uHyCakJOG+7eukI3Iad1DXUJKChL8A5fV/iVzEa+tvjgnHeoEPaqMIHFE2PQWaDSG88gMH3Ws1utxbYKOI9aJxTNuUqwAU/hlW7NzBGy2CthqgDAEre0z3snZVmn2Vo539eGog4Mp6ajBW/89ZGyDGLpg0SVxFrKSHQl7QUcDdW36mE6OodORxHu0erNx9v6uKX4rnzU1bEWDEztVMvzAYraNf74sDj2cB59SvQ48DH0F9I+7bjWnbsgTzpz/U2U6IqO6tveQOWulWvzNT1J9j4FeRrJs5CZgiT0o1aO0hqc12SmwHnFxX7Ek8WADz+17WZDGG2D4q2itQIIBbXCOU+SaOJYXVOvTVP5On7veIlWnthY2bDUMc5rikpzvhUskHVQWU0WO8FjOLGC1HVD191xmUj/KYyRBTRNxPqRp0I5r/GgVLCEBLyP15S1YlfAy0tYLGq225piXzMap8xmMUmiSGKFVoqidOz3nqJ0GNOM32tmdeXxXlFV8qWrNRyERSOJfcB/BB6WMCb9Z+TaGDc/ecHd9LEbfUn2Pr5H0Q8vlQy899RWcBhVpVrXl9CCdxgbCDo14f6qchRlcMGYN+voXLfxS6LuPhGdVqFuoQn9uiMbsz5WSKjaVegnwR75cP469qnfNw1eRrX92LxfXbnN0WEzYDTs6vg67X9zNNa0PLDD6h6Oo8UPAYPUtu9qH3PV4nB0B4hKTZCWwF077+ahDttT0m3E37s7YdyXv/0ZPb7CfPyEj6ynjZ5E3QvdaiL0J7Oop4Hdk6PHNARfvQeylY333bmJ2rQq7+7X4/mbafu4kV6+DTU6gAqbnv6iHTUbodfOm0m5j1uJo+68abtSrp2ksqjLN+tt9OP2K7aTdzfXyu36tJnETG+u7JcbRW/WUff6PI7/xXXsS9s3EvXQiVT1zfx5b3j6c0cSqtCf+Ppp+21v0kTX0naLX95L29Wxq9dN/UivH/tjprVBa/nKF80JxzDekyWeNBEGVWN0WOg1UaSIY4PWCq01xhiiSLX92kzKDVyp2aB5r0gi2/ZVA5ocJBajxVoSRZ7IeLRpNDFUu+npb9Sao+9KqWtZPKpaUZQa6zXOKWorkTu+0c5BnoE00SSJJs8MaR5jIt3DQnTPiGy2un/dYtFsvDreBuekHlFYqPrP47XnIu3PAc349a/3zpNm9LqxTuMAMC1VC5SVa80nQ0e/rnob3aqm3dA1fRn3ym3o6D3ifmiO5jnst6Gh9QexjDR1aOo47E1jfZn7Jo9Id9PeKOs2KqPefU3d+n3TlOt7aRtK/9fr2M+reWf6dRx8Sdp2k9d7//rv1E3vav+9TuI35z+P6jZQpn+9P6d173javbi/MMdXbpe/wMN5T11b5uNUTMrWMR9nvFqWQTtEc7EqmQ4TnLPs9hXT8Sn1Zo53nmw8pXr5OWY4RSUZ9vwZ5ugubJe4zQJz+13cs4/BRKiDu7gvfoA+ug0Y7OMfEr37y7izJ7jlBdEHv071/d9DDSdEd9+h+tPfJ3rwvpijn3+GfueXRX22KkhvvUN1/gSdDdH5hOLqjGR6QO2g2O8Zjsesg4TqeJhxudyRZzGxUazWOybjAVVVU5Qlk/GI5XqP1opBlvBqWTEeRKA050vLrbnhciPm0PuH8PjckyWq5cU4mig0CYuN5Xhq2O4qnPNMx6ngOOKYJIlZrHaMRxnWCghyNkmljh4mo5TL5Y4sjYkj3daxrGrKsgqYjz1Ka4ZZxMWqCpgPzfnKcWtmuNoKQ+XduZI6Bn2TR+fil6+duD8eHgkHRFkLz8OnL8TH3tAw3ztUFKXnYiOMhY1C5+2Z4tEFzAaC+XixEPn3TeFZ7+W+p5eeWIsJ+PG50GYbLbwG9w8Vi51nX4p2yNNLRxZL6Ozzq4D58BHLreV4mrHZi/vq2fmWiIJYlxhlqXyE1jDNSg4Pcy4vLbUVi0cWQnmbr9ayctjwha11Zx2xTgWuO0+tvVgcnCF1FqMtoIhUDd5QY8hiUdDFQxZZSqtwTiwrChVcK7Jo9DiZ2g2BtQ0AVLHby8YnNrJxiCMfqMplUXahblkKBzNDWWnK0oOScNY4UrIZQxEF4TKPlqiQPmmcB9+zBPSPD257hrni3Vtiir/ciOT643Ppp9OpYAaOx7LQPb6QZ2GxhdVe8AefvvCksVB9fxywClrJ8/LOieKzM8//7yMVPgpUYCdWYu8L1phmE6QR8b6OzEsAwZMB/K3vwK5QrHbCkfHhU9EmeutEODTuHMgm+5MX8MG9zkXz7QeeHzwSt1HD3dHI1T86Exr0JxfCYvuNu/C9z2A+VhxN4I8/g/fvSgTMk3PhAfnspVg0vnZH8jqayEbjR8/kt+VWsBffvCe/RRE8OPT8ySPFnQPpx4+fCybkxZWk/9YD4QQZpEIB/+Ezz/0DsQI/u4T3bolc/b6Cd04EHzIdKA5Gnk9fyjtVOc/5Ct46Eter98KN8+TCMRlIKPmLheCz9pVnsxdemVfLGqMV04HM8aM8wmhYbQtmo4yiqKisZTYecLXcEUWaPEtZbkqGeUTy1ebjq+PPe1jr+NGjc6raMcxiNvsa72GxtVysLArhy1juYJCUxKqktp7DTYkN1OTT7ZZys0NtCkZ2i9tvMKsr2F2BrYk3V/jnn4p5efwJ/uwR9sn3Udsdfn1J+eQjih9+H+oS/cM/Zv+H/wSimPT9b2C/+BF6dkQ8m8B2iX72GewX4Bzq7V/CXj6nNhH2+CF2t2Z/+ZJFcoh1jqut5+VaXo7J0HO5tkRK9CX2pSNfbCmCquVkXXC2FNNrFCmeLRKRbEex3kccDOWltk7x4EgWaKNFD+HFUnRHREY94vbUsa/EDXA0qbhYGbRyZGnFamcYJBXWCRjxYFOy3IiZ82hcs9qWGLUniwWDc7kuqesa5zzrXcUq8IJnec5qW2G0pnSZLB4rw6u1uMvOl5onl2IJmuSC8/jkpSy4DfnUiysxsb9cyMJitIhoXW7E515a2ZycLbvNx925AA9j4xgGroInF46ikn682ijOlg6lROr9fO15EvLelbIgrPdS7mqnOF9ZtBKtkdXOcr6QOle1Z7NTFPu9hElGAjZNqSSsmRpDTGwEG5Jnms3OY8JiHpnmi1BhnABLne27IlSwSAQXkZW/d6UhMREDZXEorFd4JPRSKY/pWaK0a2joBXei/PWvUHEDQT8yB4IFwjfvXwC7KlkUjG5s+bLRiAxYo0mDC6OqxbOpdGdlMVrhjadu3Qo9twFvxkOpwNz76EKx3MEnLzzooAWzUDy9kvtuzUQXJ4nkK3q1l78XW9nEvlrJ2GolBGwvl0LCJlTp8ty8uAptaQAu0NLny35ENmHBBirKDIrW5DEayK3/rz8I+BYUr1aKz84k3dNLwYR8/ELKXe7g2aVsdGsrz+2HT+Ta7QN4/EqIxlDC8/HZS9l8WAefvYAfPhZr1zhzPD6D3/+RuA+3BXz+Uv55Dx/dEyK7JBKdlVdLuXdbCFD78Sshe9NKAK6fPvcMEhnDyzX86RcCYq0sfP5SsChGw8NTAfyOc3HNbQrF0wtpj/Pynn76Qtwrt+aCMfn8lSeLLWUN6x1crsXNe7UhYMFkY7stPFcrRVFJmPdmp7ncVChEP2i5rYg1pJGjrC2rTUFRCC3Celux3BQoBW/fPeBw2jPB/IIdX2E+/oKO5abg82dXwHUgWOVjwSZ42Fmx+xllyYz44Ad6I3gGIHcb8B7lLIO95KVs1XJdmGKHCvgPVewAD3UFQfStXiyxy5WUuy+FCwSIAuZDJzHxbCr3D0eogbhp3Ew+YbzSlBM5L6IB60zg7Bs7pPRSd4dqTe1RmPzCFCh1cKbFKLzapMhXmgC1oNGYkPSNP7c120N4wSXHPK5a3ILRXdx+gylR9GTWtW1RH42vVerYLUK6V9Pmoe9jPvZW7N+lNa3Ede1Ui73oS5U3PBINxgP6MuvXjza8UfXM36bDpTSW2L4fuS9Xf9OhVNdnsenwI3FYdBUeE8YnUhVRuxiDpiamJGeLxbB2Iy6rGWebnPNFADtGYhnQivBlrdnuhGCpqhr3g9Qjamzg3hPHMB4JmHU+qhkmNVopagdVrdnV+pqpvOnP1a7hNVFs97LoV7VvLRCN9eV1/32z8VHKE8e6xYQkkeA2+s+N8HKI0J+1Yg1pjsiEzVMA0Va10Hk3LhZrfZCj929wYRwdil0+jjr8gOnxljR7hv6z0D8ifbMEvGzA5GbrhKOk2XB4H8CsbRIRMqtdg+uQjWITypokEk3UuANaV1J4phuelaYPQDYdzebLWX+Nyvz141r9fcN349luXduWxt1pepiRvn5MnzOk8RT2Q4kby1PDw9Jcb448ocVypWmH98h6bq8+zqZ28p40OJ0kcgxTF+5rZhlIjKOZ6Tp8lm+vmx7mo8F/KNy187YGSrV1PpoNudXQ7f6cHF9hPn4CxyCLicPMOMzj9mGbDmVx0wrGmfyaRKYFtGX5oM0jHoQH0USBLAx0PgYd8jgI2s4o1OEdOc2HMJQNhbn7FgQGzfT9X2rzMvfekfNs1OI/1MGd1kFsZkEfXClMwJ0kRqPD5+d02JkEpwM5NwqyADTME91uAuYjE2rYyU9nEa10+tG4A2A2EtpaqVaWPI07bMUk120/zoYNFkWYI0GAjc26Nxl0RrxR3mzyVGvOTOOoxX0Me072US73NUySIOyITXtOp51/u5HmHiS0EvQnk25Ca1Qoteqk00dZh8M47b2LTXsj0/XNOOt8yY2UvELUUEHyafzPk7zzKc+v9Y1kEEeq9SmPes7u8TAJroXQLjyxqgIw1hFHguFp3CrGdPgCpcMGKyzAAkDtsBi1lY1JVYt7ZrnVlE7E6baFofaCyahfW8SUgtnAtwvi6wt0h/94c0MmgEqJUrBWOEHKUkJOq7ojnerzRYgrSfAcRl+3sjQCaMIY2p0bI24ZwWJ0FbROhMWa8WvG+ta0y7ORqE9MhzWYD7uxbq4rJa4Z6LOn1gziWvo/gGlVSHudA8NL2LOW/tNKcDXGgDYyVs3/vRcV37LqnrFb4V1M4w5ncTLpsBUPg+y8VuKaAcF5NM/uvcPunWkk6iMDd4Ly7XTY4TMeHnd1f3DUPdsHoe0How6H8fC465vGzTNIJGwZxArTbN4fnnQbjtuhPcL2K+Nza9bVsVHkNVrGQvpcteN3MOweitlIziPdYbEGiW7HbzroQCHNfGK0bvEfeZp0eJfQCQqYDHu731/A4yu3y1/QERnNw9szVruCg3HOZldRO89snDJelGSJIUsMzy8tRxONcwmrneV4GrHZZnhgPEhZrjakaSJKpssr0ukM9lvsbk18cBt3dA+0QU+OcM8+Qs9PAY1/9gn64TdIvvsMt7zEvP9d0m//Omo4wtx6GDAfXwPAPfsU8953cedPoNijH3wd8/Rj1GCCnxxRXJ2Rjg9IvGG3q5hNMrKBRBAcjQWLMM6F5vnlwnI6M+xKz3bnuHVgGF15tFIcjuDTVzKJaSVm0HdO4NVasdnBe7fFzJsnshh//EIwFigxPb91FHG5MdS15/Zc8/TSMkhEsv7ZpeVkZigrWGwdd+aKi3WCx3M01pwtEoZZRBorLlclB+OEorLsC8vhNGWx2WOUYpDFXK4LRnmCQnG5qTmexix3QiR1a645mTjSRDHNFY9eeU6mYs05W8rkeLaURe7eobiRRrksMo9fibZEUUnY4P1Dz/OFzEK3psJTMB9KPz67El2HXenZ7OX8+ULCfg9G0vb5UCa8Bpey3luKynM6i3i18CSxZpRpLpc7JsMU62GzrZiNUzZ7UTGeDjMePXdst+IKtEpT+6i1ImkVohEC1sNo30beNOyYzddxQxpmA+7COU/hPcuV5eQ4oag0y02Mc2JZMMajlGK9Eyr5/9tvNtYgxR98Kqb/orxuzbCWNqpEqS6iSYX/NPgP5z1FIZE1USSupjQR640xnSWi2Sh1UTyE9gVGTi91dU7o4hu6dIVYvuJIQKbbXbcLenjoGQ0V75wK5uNiLTLrLxbSvpMJfPYKDkdCMf700vPgSPgz1oXnrSN4dCEL7tFInouTqdz7zz92rEsTAKVhw/eaFU6FcdNIJIpR4jry3ss4Iv1utKdSnrpu1Ixl8/it+3A48tyZC79IZCR8teEEWYZ39e0TwXzcngs3x4PA8/HFq4D5OBd3yTfui0tmPlIcTQx/8LHjG/c1RQ2PzjzffUfCkp0TLMgffy5U6JMcfvhENFyWW3Fjfvuh54dPZFPw1gn84adw/0iRRvDDJ57vvKN4cem5XMF33xN8yTCDe0fCS/LWiTwoTy5Ei+jFQgC479zyols0gIOhuFzuzBXOa642jtszzeVGNrdHY83LKyvcHbHifFlzPIkE81E4TqcRr1YRRikmA815wLkZDYt1ycEkZVfWlJXlaJpT1Q6tFVHPjLcrLNvCMh1G137/eT6+crv8BR1lZfnwi1dh8tKtgqaJUraBq6DyaZCX9hgln3/jxOKduFLS2FBUwgo511d454iwZLtLAOIogu1C8nUWdivwHr1eCB17nLQuGD+YwVVwrA5GsF0JUNVEQsc+nkMdOJeP78F+LbiMe9/GOUelM16qWwA4lXKxlR17FqtWRj3SYroUF4K0N4k1i628PFor1nuZJJ2TBUzkw+X+2QCugqz1MMhsG+1JkxBfnzlssOdOct/Kg0dBIl5r0R4B0ZAoKkk7H1iKSpgrm/BXsfiG8ObUUQdF3SgyVLXEIlbEYs7WppW1jqKolVnXWrcgPhvcT3ncyW1Pcs869E0jYx/pLlw0T1R7PYtVKyWeRtKPadzRMA9T4fuQc2mbwhPpoP8S+VZheJw5qkq+jifxHmctHkUVXGVRZFp11ziKKCqLwjJggyWidoaLes7lPmO90yy3OizYAnBMIs9mr9jsxLKxL1wIewxTh5eNQR3IOeraM5lEpKkW3Ekli711liw1AvK0Ff/3v91ZZP7PDz1/+JksDE1USW29gEMRDApKIngk8kYW3bIUEjDnXBtSqhUSBhwp4kg0bBoab637EQsC0oyMmPaL8FxqLX9LdJq4ELLEU9WKfeGp68DfUgThuNuGyiqy2BOFz7njsaMK/ovYaNZFiPoJEvCJ8VThuRjnjay8ZxDk6iVM2WNUjfOw2KetG01CwVUvskg2UbHx7UbKNpsSPKgATfViESprRVnJ5quhIY9MCOcNLhypY/eu5jG8CgDMLBFSryYizjqxRizDuzwdeM4WYaNnLZt9oNzXOuC3YLmTQTieKS7X4T2IZaOeGN+qzs6HkheIFs3lunO3VrW8J818dGuuOF9LnxzOFJu9WEbTRDZr06Hgr0AssKvQ5/OhiPbFxpNFwR2ewD4M0Dj14dy346e1al3JeaLZBSbcPOne1Ti40yLTKW0fTlIe3mqiD+XYl5Y//mwl80mq+fZbPzvr3uvHn2X9/sry8Rd0FFXdmoSr2tH4NGURlPOq9VP6FjRWWUsTNVkGe7TG4ZsVqycr74tt5zvchzfW1p0OzG7bVWhz1Z1vBQcSkILd/c1MWch9Xuv2Jam8aevYLK5wXYq6IYKSiToUu+9VodGT8J1ft5HIBtrFt59v43cGmYQbM+hNcuf9aIRm4wFQNrM6nf/auo4Xo6pt249VaESHZbkuw95vbyPT3cM5tpPz6+dNHWvX+TZlMyEl9+Wym360touw3rft6TZVnp60ve1Cg6ueM96FTunTq/efxzKcewxbNcE6ReEjaq/bENcs9diAGbBeFGz3pSzOVdX52+tGk6MBHiB/V5VYVooikJXVkKaa7bZmudyhlAiLQcLFyrHYOVY7w64IuiWuh+9xsplRWrAlzRiK20EHl4wTnEMtrqHaC9A2TQxVJCypaaKprWxiIg1JL5Q55ChYECdjlKXicoq0gKzzxFFUiiKDzV4TlYo8k81H1eCZXDehCuj1+rh7uuex7L2K/Wehec4bLovEQKIs2XDD3iZUTqNqhfeG0im0CnwjAUugVIODUsGVJkw4SnkcEHlPbDRx5FssGtdwIN0z1n/nlv2pJby3fX6O9a47v9q8mbaytPPcchvKA5bb7p1o3q9+uVfrZnRgEfJ1vnv3N72+W9xQx76VaFt0U17/vmvzMk0dusYV9Q3zie3qfS3tje9qh03bFm+IFrEvXTv37AoXXI/qjXQ/b8cvhn3nr+AY5gnjQSL4hfmANDZERnP7MCXSikGmuXsgk+fh2DAZyPnJfEAciX/weD4QldI0YTCeopQim59g8jHKRMS33kHFKSrNiR58C0yMPrqLvvMeRDH6/V9BTY8hyYm+9dchG6Jmx5hv/hZECeru+6jb70CUYN7/NdRoBumA6OG3IE4xwyn59BClNLNxGsLFFG8dm1YV851TMctOB+IiMVpCPSdBgfX92+JGGKbwjXtiLr09hQdH8tXwjbviY81i+KUH8v/ZQELqIiNRILemcv7OqZjn00hkx2MDk4Hi/qEKfl1R14wMvHUSidpnDHcPE4wW/MPRJJIogmnCIDMYrTiaDYmMJokNx/MBWivGecRsFKMV3J7HDFLBTLx1bIiN4EzePpExuzUTjEqkRTp9mMpX23unUsfpAB4cyobszlzCiCMD790SsGWewNfuSN8cjODegaS9d6AY5/L7w2MjCqiJ5v6RmHBnQ83h2IS2J+SJJjKKk/mAyCiyJGI6ledmPEwZ5gk6tDcJz+NJ84wlMZUzlM50YFpP+NoGrX1Y2N80jDaLFN63580/rSGKVOBikX8Sdu7JsqgFHR7NE5Zbx+9/UvHRM8tqbwOB15vlic6Kx4fZXFwQHfjUGNXeV9fBAuLlvK5dAJAKdbqzjWCYhyCmVlvPdufZFzaAURtrim+xFJG2GOMxWqwoWRJ4QbTi3oE82++cSLRKHJ7dRrn3/dsSbXM4EpyT0RLKOckl7Xu3xCI4TBXvnOrgavNo5YhULRuMgMkx2pHGliSqGaYVkemwIFp7GmZZrTrAsdbyd6RdINKyJJEjMkLOJjiSBg8ifaOU52t35F1NI/ju29KW+Qh+5W1aN8jDY+Hn+NX35FkepPBbX5e0pzPFX/tAXE3ffqB4eCLvyW99XTEJqre/8b6oGt+aSahsbCQU9/aBvMt//RsqqODC3/impH37FL71UPL9za+LOu0glbTDVGTvf+1duf7Wicw9sYFvPxDZgzyReSiJBE/18EjG5HSqmQ7kubp/FIvyc6S4084nhqOJzBEn05hRJmN191Dc5GncpZ3kpp1PTuYpWSI4vzuHA14/JoOI6VBC3u8fZ78QGw/4yvLxF3ZopZiNc+LYMB2lGC0+8ukoxjtLHBmyVJMY8evVVrHdW+ajGK0GeGAySqgdZLFhEGdgYtE6iSNsuSOeHaNtCUpjZsd479CjOcoY/MEp+vgB/vA2vtxhTh7iByNUnKInh6jhWLRdjMYuz1HHD1BHd0SB9vgh1fAQE6fofEYdzckGKeMqQhnHfGzYBNXN46l84Y9zxTCRr6nTmVgx1ns4mYhbxmi4PYPVVnEylUnFaOHFyGLJ4/6RfO1kiUw+lRX+C49MUnfmnjiKqK3neAK7UjNIZdIqavGL70tFGsv1ysZ4YDaGVWGkjqmn9jGzsWZXJOxix3goi65RivFAU1nFMIvQWias+TgmiR1V7TicaMASR4LlMNozHwo18nzguD1Xrars6UxLKHCiGKaKPHYcjDSlRfgAZroF8B1N5Kt+nAsVdhx5bs80m0KxLTzHEx3CPwVno7xinJsgT+9kA5uWWOuYjg25t5hINq5Z6UmGiTBemppsFBEbi3eOwSjBOo/WmldbFyKRNNaZAMb05KmjrE1gGFU43ozS6DYgr/+uGAyiNqJBVENVS0J2eJgzzDy3jyx/+qSLSnJewkEvrghuAvkyaoDZLkRxRJGYvONYsBlFcE1FsRZ2VgvOO2pApYGV14slp8G0RKYhgxIrzrZULNbChQGOyOhAgiZlZ7G4QGrrsZEnV4oymPNBcTCWxfHBkVjKlruwyQihw3fmntRUDDNDbBTzQc3RxHC4F8voySzCKHGpzYcK5R1FVVPXnsTUKOXwXuGUbBSV9gzjmtprtmXUsvE2m443YoJpiNA8sRHLV+O6sabjWLGBZt4oWcyt9cyHirsH8Nax4GCSWD4OPLL5d17An+/f9iGsHd6/I9IE4xyOJwZj4N07in0pYekf3Ffkudz73qlYCOZDwV/kqWBNTleCN/n6PamXMYp3b3n2Bdw51AIkTT3ffCiA0NXO8/V7isrK5uKtW2KluH8ESstm550TzygTq9PDY5G1zxPFfCDRUUdjTW0N673jeGKItFgkDkcxznnyRJPGGqMV81HEoPTsS8fBKMI5cQUejAxVrRnnWp5dHTMdGoyOKWtPnr255Gqt+Nq90Ru//7wfX2E+/oKOXVHx0aMLoNFzaL46DLWVL4rax2/MC0Z3vnPBJ3gUjokWV0lk9wxKwXHErkQXYntUIPZs71G+MbvLxCUZJ1DtBRNiK3AWrzQuRNF40yG0i8ltrBfXw3lyF4+Emy4reSEqZ9gUAQNhVAhZ7ELNxDPe1qB101T1denyrr1yT57IZOXpfOHCDyJps7gvG++D9DbUXl372pa0nftikLhgSvVkUQj1ayZmYJDY1r00iKvQ/117vNcdpbmKKG0AWfqoo3cOqfuYjjTuwhG7Pun1k9IUtW7LqGxwMzWRJ/06xg3exTNMqhYg2IQ3J7ok1eLnyVUhm0jvyeu1WCRQuDDGVZRTasFXlIyorIzBZTGiqDWpsTg0Ch/IqQyV1VROsSsU+1IiR/aFRJOIVaDTfVFKNtpi1RDadWNkMm7IwsQSIeP53fdswGz40C+ysbxYR1wsOndLo5a739eUpYD0RqOIQa6DdUUE3sS64airIEJXu4CDEAtMkmhMcNlkqdCpj0eiN7MvRZzv5as64EVkoUsTRZ5rxrnjYCKWj8pq9pWmtqLlIpE/AXeBbNyS8FpNc9s+AQeDosPH9A4XnjGtdPuMyQbJYpTwtuRG/AcOTWFT6sDcGmlxHZZWs6uSsDsUsjExSnXvnVICQm24T5QSl0vtNFUtkU8NqLh2Ynlz/rrLQqHYFt17VzfA4/Z5l/dTIR8a2yKQLgbeGgH3BnzWoIu2ajYsni4U3bt+Xp7tPlx3jqLiWl8aQ1v/cQ67Uto/GqiW/K4Jtc0TH6jh4Whsw3zhySMJpVW4sDkL4bXtvAz167HQXsYEJLKlee87+oDuUL0N4Wxo+NbDnJ/X4yvMx0/gcL2Hs7+fu3Z+w33X0755XfV/7Atd3Lhn7P3mbe883NffBzQw+bYO3SQq/+8S94t1r71Yr5V6jZHyJs2GVpOB69iJm3gO+j/9uKb3778xr66J1yavG90K3DwmN5bb75t+2jeTXr/+Y+v4L0775o1fnthfS9oUosTtYg3WKYap6A15ZOItbcSmMNSRCjTmjUtF48Pz5L1M7nGPnTHLGneLYB6aDUBde6LIhwiMrj6tZokSvZskiagq30bS9I/drmY0itow0+66wmgNkQjleS/YJRsexjqI3zVhs1FEqJuUby3s9w5tVOBZ0ZSVRM2UsbTTOS0EaqgWK1G75hXqDVw4nO/pntzwNPgveVZkeMQNkhgRB5T8PJUCg+thOeQ8MgXOR1RWtXwgTnUbhbaXAgBVaY/28obrKCgzeXHPGK/wXl+70TrRjOm37fWj/5t1vff6pvnCtVH+2N4c0BTZnyNsb+rq59vPqwEP2Bvexf6o9JL+2Hf12rT7Y96pH/uu/pi8flGPrzYff0HHIIu5dThisyuZT3LW20Lo1ScDzhc74tiQJQnnq5LpMBY/877meJpyuS4ljHWScLbYkSUR4yRjs14zHB1jtpfUxY7B/Jj67AtQmnh+SvXic8xoBibCXj4nOn6AX53jih3Rrbexzz9FRQl6eox7+iFqfhtvIuzyFfHp29SLM7ytmJy+w3ZxgYkTssGEq/We24OMZRGx3ktY5xfn8mLdOxSGz0muGGXw9MJz9wCWO8V673nrWBQ8Be8A338ioYZJJNTkX7st4W7bQkLfPnwqbpc7c6E7vjNHQm0X8P4tOFuJO+btY6GYHqQia/3FKwn52xYSMfPuqTAsAjw40nx+5hjnmkkW6JBnhm3h2RWOO4c554tS8BCTjPPFjmEu/tnVtuRgnLHcydf00TTl+VVFbDTjQcTzEPJqveJq67g7F0r22nnuzA1PL2vyRDPKFC8WlqOxoQg0zLfnEc+uZPI5nRqp40CRJfD8ynN3rlnvPdvC8+Ao5sVVjdaKk2nM2VXZul2W24rj6YByv6W2lvn4gM3iEhNFDNJb7K9eEg+neBTlbsN0dsRqJ1/fp6MprxZ7kthwchzxvS8cOEekhLXW40EZYq2El0F5QEI9t4UK6raaqnLEscY7CbKyVkzyYgEQgi6ju8U5T5uw2OtLdTMXx0YInCIT1HSbRUfRkpgpBYP8OkytoWJvcmxE7xqsiTC1irtmMJCv+shAZISLxGjBLAwGJgCVO+DxZuuoKoWzHmM0SSJ13+9DlFckHx3fuCcgybdPxJ242MLXbmteXAlD7b3DnJdXJcPMkBjFxbrmeBqx2nn2lefWLObZZY3RcLEsA+DwzUVK4TDIl7TBoZVEYMhGx6KUafuhv/HwXlxntZXQYeXk48LRWT0kHLcpSOx6lRUcUFULN0tz/e0TiRy6NZO+f3YJH9wT1tJ9JdL2f/ip4LNOp/C9Tz3v3RHF3OeX8KvvwqeBXv3rd+CPHwleZDYQVdv3bkn4+sUafvktoWqPNLx3R/P7HzruHBnyxPOjJ55fflvx+EKAq7/2nuaPPhVXyrt3FH/yhcxXJvI8u1R84y68WErdv35b88W5Y5BoDkY6UCDEWOdY7xy3D1IulmJZPJrGvLgqGSSGLFGcr2qOxhGbwrMrHafzhJdXtWDLJhHPLivGuSHScLm2nMwiVltHUTsenvxic3v0j3+lzcd/8V/8F/wn/8l/wn/0H/1H/P2///cB2O/3/N2/+3f5h//wH1IUBf/2v/1v89/8N/8Np6enfxH1/ak4dkXFk5dLIqMZD1POF1uGmRCLVbWlthZXV+Hrq8bbEqdFSRRb4C3Y2mNtjXURtbV476lrg68rnPZY7anrGmtrnBW1UVvX+EowH9bW1M7jaouPc8pkTKZiyniEIyFTMZvBEdpE5FHKfnxKnAypTEo5jBiYAZfZPZx1jP2Ap3VCqjTZPuHZKsJqzdVWc7kxjEIooEcml33pSQxEWrEtBHexLWBTiGbLYisT/iSHxVpIxtJY0OqbvSDnt4X8W+7EBzsbSBmbvUyUi60g0hcb2XxsJp6rrXyFR0bSbgvBl6x3sCuE5tkjZVysOzXh87VmlMFq71nvFfOxYrEXEOcoF3wICtJIZL9LKxEzlQ1gxUpWzNrKeNZWRMy8tVgbY60NTJwKbIW3Gu80xhfgErS3GGq8z4kQnIN3KUbVaK/x1qC8xTmDta7j03DiCnBWgyuwNiLGErs9yg6I95cYW6HTOfnyKSpOMHZCcvkE7Su80iTrK1SeYfY7tPf4PMPYDVrHmEiRaE3lFYmx7WLWUJ1bL0BIhaKMVPs1H0eKlRM3hgoATBCrym7vSXKFqjvjmlbCPxEFArOeQyD8XxbbOBI/vPB69KI3tIjbyb/OWve6CJ2I4cmXe92EuhsR9kpiLaDARPA1cSSbHI9gO9LUtCG+7Re4E+6afaGZThSlFVdLEWTaG+bVooLLlWBzdpU8h/tSIrs0wphaVOK6iVKH9iXeZjjrwDqs01hbsdu7YNXxrdvEoxrfnIBClUS4NHiExqXiwuZBKfAubCear3/VuE/E1SJq0hKq6724rwhWEe1dcMF1kTDNUDkvURvPLuUZmA3kq39XSXvXe5kfduHdNhp2uWJXS78Utbzr+4rW9VfU8m9fwb6GwsK+FsxIVb+WtoLSG/a1jH1hFftacB7WhetWoW0oy0k+MbJZLK1EvTlHCzSubGCzrZ2Q0lmROKhqmQs8slnZFbrt330Z6l0FsrZaQoO1Jui9iAUtijSrQjOuYFUoirpzz3x1/CtgPn7v936Pf/ff/XeZTCb89m//drv5+Pf//X+f/+l/+p/4H/6H/4HpdMp/+B/+h2it+cf/+B//S+X7s4D5+PTJJet+DCbQd1RobOu7V0q35EU27PV8z1/YhOABJNoGgJ4jVxK7FtmC1Mp5Wq4xlZw7I1KXTmnqZNjVINgzbZS0EQmxk7gyqwxVJP7GQmWUCN3ixg6onZheG1n5yip2VVCKUN2XaBJ4M/qHuE8anIf4wxWwL9400So6k2sac81X2qYJHRmbzkSfxl9SbpikGyxJc97QtvdlyRvq8jzuZoBhXIR6ifw7cG3S9Rjq1tyr3rjeP1Jj2w1PX1ukeRb6WJLadfiR2r8pKpUa4e0Qn3Sg1MeRBZxHYrdkTp6FrFyh6wK8JyoFE+SVxsUylkU6oQ7jvkumbbkFOasqo7aKUVJiEJyCxVD7iMLG1FaLa8Yr9pVmV2rqWnA/1inqurM+aAMXlw5rHZOxIYlljLNUFFkjI5uLo1HdjnFjGVF4ilrzapWw28tCUteyCIiirLhN8ky+1pvfGhcNCgEDGtjuLEVBwKEI3fpgYDia0dHXBx6WzU5T1bDeCl6kCtYPpaAobItpSTNFnhrSVIWPjO45TcKGKDIdZftsULdlzfJ9O37NWDqvcGHcHablsyGMOmGj58J9GsEcNXgQeb6UKPiisEHMr6zF/VJZI3XUQvinZFcScEWCWWrApc0GRgWLh1JQO8En1VZRORlzIZZTwY2kArus1LkOlPUeYT9u8Fl9C1azSc3TQGfflPXagtyAi6XPfHu9th25XVOu1p06bBJ184mMg2wW00Ank8aOJKhqj7PuXY1772ozZrr3eneyCf13WfIH8Eq1VAK+waNx3XXdHJNc8Rvv/fxaP/7S6dXX6zX/3r/37/Hf/rf/LfP5vP19sVjw3/13/x3/1X/1X/Fv/pv/Jr/2a7/Gf//f//f87//7/84/+Sf/5M9T1E/l0WpZQCvv3j+0vvl6c9q/owFh9dMGAmU5V72FKepAoipQrvcxIepaub37wnk/bV/YK+7VodkE9JvVF1yM+tmq6/dARzvue+fQTdT9+/vS2U0Z/b7pp+3X4cfVMemdN+X200bX2nsd69L/DTqNiX65cPNvfens64trc737I/qXrqO68Rlrxh9A9cDDLVFI7+jTgffbphREypFGgi0w4Ys6VlX3t7GkUU0SOfLYMkwdWSrU9mkinCBRpEgSWqryIvBaJJEnSSCJPYNYVHSTmBAO6lDB0tKEh8batWRXTV5KKbTWRJGQhnkvOiP9cNhGZ6aJUBnkhiSRfosiAZvGkWifZLEV4GFYhE0ADDdWE9GH6eEbnJTVkJ5VFdcwJxKR9OaCde0Z0t1YdmPCtfMO9xAsEmjRSXIRpU3Y2QTrNQ5h4fTo9v/WiemieZK911hHAJQayloHMKludYusk8iOqg5WvJBDExHUbUjkK96EjWP77ODbCBoQd1lztf/e3/ReJ1Evbe9xvWk+yZLW8HPjfNJ/7/vXkzf38/Sm7RvnMfUlc8SPfVd7f/TLaH7tZUUWv/ku/6Iefy63y3/wH/wH/Dv/zr/D7/zO7/Cf/Wf/Wfv77//+71NVFb/zO7/T/vbBBx/w4MED/o//4//gt37rt97IqygKiqJjfFkul3+eKv2FHxLjL+eNSbcBwd09npAmEZFWDPOEq9WeYS5P/mZXMhtn7PYF1nkmw5zFakscRyRJzHK9ZzRIqa1nV9QcTFIWmwrvYTZOuFruSBNDGs3ZbjYMRyN8saUu9uTTQ+rLpyilMdNjqotnmMEEH6WUmwXp5IB6v8PWJdn0iN3qCm0MaZazX1yQDMdYNOV+x2A8Yb2rpY6jnJeLmixWpEnEiyuRtt+Vgqd4cATPrgLmY674/JW4VPJEfr97oFjthDHw4RF8+lImo9tzxQ+fiMZLHAll8/u3xZ+7KQT/8dFzQbzfmotE9u25lPNiIb7fF1fyNfPwGD47E5zJNPc8Ope0+4pAZy2qnHjhzfjkDGYDCbV9egX3DjSbvWddeB4cRrxYuBDGOuBsUV3DUxyMEzZ7K6G205Szq4o4Uoxykc6eDsSls9qKP/dqY7FO/L2vFiVZohmkmstVyWQYU1vHrrAcTlIu1+J2mY4Szq4qBqlwvJyvHMdTw3bv2JWeW7OU81UV+D0GXK72DLKYSHu22z3j8QC7XePqknw6pzp/iopTonyMffUIPTuRL8/NFcPDO+y3W7xzZJM5y9WaOI6Jk5TL1Y56u8HtLnHKUKoUTwQoMlOAB6fDApvCuswoXYT1hk0RUdYKh5B8xQaulorxSMIrp3nNZGAZJhW3688oaw3asMuPxariDdYZjLLyhe81o9RS1lGIqJIJvHGreC+RKUJ05ihL+frPcuFEyVIl7gMtFkebyVdvEsMgdxyP9kSqpnARmyoVs3oAzaYx1BoKLyGmRSmA1ca1EQfuEqUF85LE8kX+O9+Bk5ni42eet09hVymuNvDuqeblQqx8t6byfo0yTRplLDcVs3HCtnCUleNyVVHtxBpifcdcCpq6Z93zDYGYol29bS+6xXklmBfvsU6z3tLq8Sit8K7pS8kgioRwLHKe2AvQ2GiB+TRgcKUc2uueZoxrMTYeT2TEYqq8529+SyweX7sr9OuTgWjV/OmTgBOx8j5/4z48PRew6VvHgvWaD0WS4PMz4eZYbOS9/uAenVLtkeBDbs8lJP7TF3L9bCmu12/cE3r2LBGsx4+eiQ6NUkJ1/+6pqFKXNdw/jHh26cgTxTiDlwvH4ViI6NZ7x+nMcLEWy9fhJOLlVc0gVWSx4mJlOZxE7ArHrnScTGNeLm0bavv80jLJZTN7vnbcmmqRa6g89w+/glk2x5+5J/7hP/yH/LN/9s/4vd/7vTeuPX/+nCRJmM1m134/PT3l+fPnN+b3n//n/zn/6X/6n/5Zq/GXery8WPPyYk0SyL+2+4rxMGW/L6mtYz4ZcrncorViOEhZrAtWGyOuhrKmqip2ux3eOWxVslwu0VqTZTmb7Y5yl1BYTVlZbD3gal3i8ZRVzsViT2wU48yx2+3Z7wvi7TmuLnF1yW5xgVKKxCq2yzVmV0KcUu53pFa0Iqx1jPyG84VDa0+e1VyuM/KtwwK7ImZe1LxcyOQ1HXo+fBaTRJ7jief5leJwLL7qTSHgwacBKFmU8Ojct0Ri52tY7xWLrWxW9iV8+EyAfK+Wng+fKR6dyxfBy6VgPF4uOj/vh09lY3LnSkBojy/E5Hq5ERDr43Mxty62ih89k/Dbk5ni6aXIfG9K8bFvC5m4PIIX+eiF0JJPcin3YuXYFIQ6ep5dykR+78DyYuEZJDVZ7FjvHZt9KRsz69lV8OKyxhjFdKA5X1kuM/lUlcXDsthIKGxdR5w345cr1tuCYh9jbUVVW7wdsBBOZ+pqwGK5Yxtpoihms6ugTtiXFbV1xCpltVpLdEbhsctLdnFKZrfo3Zp6PIezz1G2wh7cgc//BB+l2PEc9+Qj3PxUvrzWl9QPvolaX6Ccpbz3Dbg6o4pS7GhKtF6QpgMKV1LrRCJFMIiJmSADIJEV4Bknnq3NxA8fK5QyEuEUKaz1gfpcBapvzyC1pKYm8Y6pWuHxvFBTlPEULgYURgUgJcJHkUaOMtKtlQEaKv2gahqsEVXlMEbjnUcpEzAo4AINe6UQPpDYk8aiVCqg1pJtlbQuwAY3or24hsqyUU9FsBZBgh6AsHDXVt6L/8+fwOnM8/mZaJtUXnBFReU5W8k7sy8cLxe1kHRlJdt9xb6sWG0tzlmsNxhCv3sd3EpNeV24q0Zcd1510UaE0fFegW/EBsNGBIVrKOWbfAKmRRhRg/kmUkReXDfKi+ul2ZQ1HC0qlI/yqEA777zQ70vYLvyj70u61R7++ItANDaFT14ITqSycLURHMaTSyl6vZfNxzAVSvOnl7KZeLUU7NamUPzgMUHTCH74VD5i0ji8/0XQawmYkg+fyXzyai3zybMrCd2/2gge43Ltg3IxPLlwJMYzHylepLWpIAABAABJREFUrRwXG0dZCWh4UzheLgVXc6eoeH5pSSMYpIqrjWOxdexLT1F79hU8uxS8zmIs+Q6C5e1qC1cb0fspa3kv7h1+Zf2APyPm49GjR/z6r/86//P//D/zne98B4C/+Tf/Jt/97nf5+3//7/MP/sE/4Hd/93evWTIAfvM3f5Pf/u3f5r/8L//LN/K8yfJx//79nyjm408+fh58en2vXe9cdX69a6C5cNbHfBglAfzBMAuEL5yw7xOOwc4sK+5rR6alT2K7I7eb9npTqtVxKBVcMMHXxNSBz6EiDV9RUPs+1kRsiKXV2OBzvtimVFY4GhqzYfPFCRKC1xw3Sb2LKJckLmvV0k0XZfDm+w6Pobjugnkdx/F63q1fPepwHI3vuMEuSD93ptwO/+F7LpruPIu7QvO4DvXqMB+ajrrcod/ArXB9xNq0sanb5ybRTb6ufRb6IEAvqhvhOdJdvk1eKmA+vGfsrqReriat5FkwxYYo4H/0boOqg/DNftt1XHDTuXwIieB7ivFJa8Z2kfiedV2ibIU3MbtkzE6P2KqxhHuqgsiXZHaLwlGrlFLF1DrlqhyzqRJKG7Vy7y+uItIYZsOaWbzkIN2QsWdQXhJ5AQJsszl7lVOR4DAoPKWLqXzEps7YV4arTcRyq9nthetDiMJEV6UoaupaLB9JYphOIoZDw2ysSWMXsAae2mrS2BNHjix23B4tqZxhX0WcbQcUlVgKGhDzagvbnVDDi2aMPCfGaEYjE1w/kKVSr2ZUG7N8HHWcErOhJQ74gmlWhGfUMo4Db0fYHETKUTnBAtXOULoo4K+6mccGt0ikPWlUEylhOvWAdeJ+cUhbispQWM1qb1isOx6SBiOhCOGtXuqbxJ4sVYwz2+m7QLDyqlC2ChiU7nptFdZ7aiu0+GXVYTcazNXrYb6N+ylLuz5r8BTed/dfi3ai4++Jg2vnXzhH+OtjolU3XyTGdbiTxLbvauM26+M4+tFGcejr11Ec7RwRrE5AmEcD3sU383135ziH/+s3fn6tH39pmI/f//3f5+XLl/zqr/4qURQRRRH/6B/9I/7r//q/JooiTk9PKcuSq6ura/e9ePGCW7du3ZhnmqZMJpNr/37SxyiXSVnRvTBxz/GXJZ1zMQ1OR/FNS9ok7gSz0qQDF0WBPcsY3b4wec/pmbUgCIUJYAMVZzQvRJR15DRxmoVydYvvaKirJd9+fRsyHNVOHo30OsDhsClVvj5AXuTm5ZpkbVImeZe2qfog7SaAg1H30jYS2ZHp0o7zbrt22CP1mwbW4TTq/Ljz3vVG9lopKQ9E7KrZUDQS2/1zrToJ+izp6jjJuilkGBYLrTt/bZp0fdPvpyzogfRl2Adpr897IJZGTltr05ab9a5naQfmbfzL/WcsbVBySmES6XSvgzAgoAbde6Kmx80ZjGZyGiUt/kPnXVqT5m1aHSVtWu0tyltiW5CoMmzALNrVEq3jKqJ6T+K2JJRE1GSmJIut0I8bj1GO2AiwLzMlkYJYVRhqUAaP8E9o70ioZGOjaiJVk5iSWNeSh3YMUlkoGil7uL7oNG4YpRoW1UaMzZHEzb20+ixaCbDXed2SnvU3g6H30IGZuMlTymqiYJookW4R1krcBSDPWrPRHOfdM9Y8Ix7dzidp5IFedBHdJj/o0IYaqV49OjyId+raBkV+V210kdRNXesrCKJzVrAyVSViec6JWF0/AsZ7fe1vVGMhClTtxhFpRaMl08dL9EGmk0HXN1EDwO0xjB+Mun5s3utR1rXhqLcc9OeT5r2eDHrzybhL28wnkenmk1HvvR+Hc0WXV9yb88b9OaKXtnmFk7grd9wL/x6H18vortxhD196MvnK6tEcf6Yt2N/6W3+L733ve9d++93f/V0++OAD/t7f+3vcv3+fOI75X//X/5W/83f+DgA//OEP+eKLL/jrf/2v/8XV+l/xsM6x21fkWSzm29oyyGJ2RY1Sivu3plwstgzzBKMVq82e6XjAvqyoqorxMGe1KYgjTZamXK02jAYyA613/3/2/uvZsiRL7wN/LrY4+pyrb2iRWmdWdVWLKnRDNUCAA5AGM/JhbP4E/i184jufaRyMzZAECYqeZgOtRVWWzKwUkZGh4+qjt3D3eVhbnMiMrOoGBuwqVG2za3HibD+utvDla33r+9aMhz3WqzXOeXrdlPliSRxFxHHEbLak1+vgfGCxytkadZkuJLd/1E84ma7pJpbYai7mK0b9Dq7YI8/W9EdjVvMpSmnSXo/ZxQVJp4vWhvliwXAwYJWV5EXJqJ9wvhB+il4acTzNGPVEtXW6KNkZxVysJJV0Z6C4fxrop4KpeHAaOJhICtvZPHB1R3N8IVTqByPN/RPPsCMskE/OhTZ8mUuu/bUdybs3Wvg9Pn4S2B/JAnDvRPg4JFQDt/eEM6SbSJrix48lVus8PDwVae3H57KrurEroZRxV8JEnz0V6uR1IS7aFw4ljhyAy9vi6t3uC/X6g1OR4V6uYbqGGzuKR+ehwnwYHp06xn2D0YGzecneKGK5dmSlZ6tvOJl5kkjRTw1PL3LGvQgIXCwLdocJ83VJ6Txbg5iz6YokjkhjzcVsyaDXwTnHOssYDQcsFuKZ6PW6XFzMSNMEYwyz+YrhsEeR5+R5wXDYZzGTcF2ne8D65DFxfyzo//OnRLtX8dMjwnqB2r9FuP8BujNAjfdwd76PuXQbvMcd38dcfx1/9hjKnPTgFuXTz1HdProzID99ivYF6wenKG0lu6rQDCMosXTKOXE+I12dVt6SDnGUMu/tkSiL1woVVy54Ar3tjHGyJFErtHckfkmnWFDqmDzq4ZQVgyoUWLcmKjPyqEOhU9ExiQMzOhXg0XMRx8zmsK5CKUoFskyMBKFxV/S6hkEfhj1HP86r3X1gnqUVMFLCLdOsI9k7ZUXG5avF2Ms9llV4EqWUsLcKpIRaa6NmdXVe1Ho98M+/IcqsHz6Aly4Jw+bRFF65onl8Jgvw/jjh0alj1BXMx/k8R4eck7OpZLoEK0aUN5URJau3ZMNUoJP2H/FoKnEDuCDj8JV3wgVVZXxUCsASaSGteFZKKk+lr5VvA2WsJUNNiYFljXgbnFeNIREZUDoQV5khLiiUcoCpPBXtfNbH774j+KsPH4oeS+EUj85EV+XhuYQ/ru0oPnoohkMnluf29gHMloGjKbx2DT59JKn713fgxw8E6xVZCbO+eCjYkOlSeIE+eSr1HIwlBHN5IgbS43PRpTqdy7W+NFE8ONP0UsF8PDz17I0l8+l8EbiyoziZivzA/kjz4LR650WKowvhackKz3wdOJwYnk49RsGkp3lw5hn3RErhyXng8o7iYiGh4Ws77fyULnAyF0PplxGI+u9Nr74ZdgFJtf1X/+pf8d/+t/8tw+GQ/+q/+q8A+KM/+qO/Vn3/oVNtvQ98/PkRRekwRshzApAmEYt1JbmeKrKsQClJf/XeE1mDqxRm4yRlnRUEIIpi8qJs4qM+BJJI4wpxtaZpTJZlEme1CWXpUFqTe0sIEMcRy0ye2E5iWWZO3N1GUTpPbEFVqbKdJGpCVFGcsM5LQJGT4nwgMoZ5Llb4sKOr8Qgx1zr3aCVxXe/FYzPL5IbvpVoUIYPEUtcF1QtI0umGKczXcpsMuwIuBdkF5CXEVijVQ4BBqjmtokRpbDhftiGRvKykt1fS7vZA4rshyI5huhRxOsm3F8/IRaWWuT8UwjGlAqOePMhJJGV9EI9Lraa53YfThexCu4mkbXbj0NCZb/VDpaYJ2z3PIhPXa2KEcrkTgyslbNLvGBZrCackkSErBJSnlaTqdWNNUch9MUhVdX0CiZU6tNbgJdyQJBHlWgYUJSlFtiYoBSbGO4c1GlWFUtLIEipl4q5bwfwMlEavl6J0nPTg/KkMuL9FeHJXPAFpj3BxAkkHFVkoC9TOISwFyK0ObhJmJ5IeuH2FUKwlPOMcThuCjnAmZp0MwDlMmZOUC5LFsYQP45Qi6jLvH7I2XVa+y8J1kLvf4YNiEs9IwhITSqwriN2KwqY4LM4YQGOCQ4WSpFiRRT1KFVHoiFXos3YxmYtYFhEXK8sqUyxXsFy33BurVYm1mjTRDPqK0VCxM/AM4gxdSZnPM3F3Oa9IKwrtrNSUpWZVaPKSKuxShXPyKua/LMiygKsoTKNIkySm8cJ0Us069xSFLO47Y8N8DYMuDafG9d3AslI4PRyXLNbiMZh0MkontP9xmOGV0Kb7oMhDRO5sE+6omUdrkjCjJIwngnBV6KwCnPqKdj13mqwwLDPNMqs9HXWaqzDNrrKNVFUFw4FkLsVW8DZaC7FYgIpcTBEZ8Uh1Yl+NkSYNd51r1oViXakSG1N580KgGyumK3mmVBWO2R2G5rme9OBoqhpMySITGvTpQtq4tAXHM3lfHG4JFsxqefazUrwk84rfZ2cg+K663ulKxhTbQOlh3A2Nmu3OIHBeRSg7sWDBIitKzaI1E5p33qQHs5VkZHUioX6Xd4+E3vqpburqxprZuvK0ed1ozcyqd96LB/DGNUMIgd/7gRgfsYV//I76j8IA+VulV/+v/+v/Gq01/+Jf/ItnSMZ+Xo6idBRVcLF0vom3r7I22TyrtZ2DbyXmy6KJUTXngbyQRUpi93KzFkVbNs9bPpCyabfFJ0i7ctOt8opnoupb/Zs6mpJlbV3rKh3ABdnlAaw2ZOWXG+NZ59VuxYcGv7DIQtPurHoRBFo562Kjj/VD+MXPdUbCKm9JkS5Wbb3nlVx2ubEjqvCWgOxY6mO6lN/kRRvjPVu04Y3aoAmhlSDfuAyN3La0K//WxEQyN22IZrZsxyDzIDvBWoYmL1yTHrcpgZ0V7TzWF3idF03ZzetTGy/elRW6A4osa1y1RbZuBuQrUgNf5tSBF7eaSxMhEOZn8rsylz8QY6Q6wumj+pMYHtKApC0AYXqKqmIXofmdEsMDoJRJstmKYGK0zrHlClVm6HyNXi/Q6wXYiOAcBiWGBSWRykmMrVI1AwM1I6IgKeZYL5pC3iaUOiEjISclVgWBHI0ijxSliuQvWDyKSBcVkVYJdCsFYkW3o1hlMptaR2gNw4Fm2INh19OLS1JbYrTgrGLjyZxlXRqWhUURWOWmuccESyLXc72ujN7CC86hArWyEfu3VlEUSoCwNTYC8eKBLGB1aG66ajWKFus6nCLidCBEWrnqo/D4EIneURCiL08VvqkzWXTdDaHEL71uvCAN9khVWipON5TldaqyNaEK7YXmu1UWKo6MyrMTRMBtXejqHq89IVW2T4UI9lCxrFZZNCihZdeKOJIFvOYFCojhAWIo1HiL80U7f/U7wHl5RkGMifo9dTJrpr/ZXJQeceHQvrs265L5r8q69h0yXbXvgOnG72rKpnzjfSLGRtWfdYsJqd95WdGen2288+r3W+lbzpHFxjvvyQW8UY33pOpvXgpIPh3xS3X8O/F8bB6///u/33g9ANI05b/5b/4bTk9PWSwW/Mt/+S+/Eu/xt3HEkWFQBRf7nbiJzW8N0+qBUowHEjC01pJWsfd+t9fgMEZDARUYrRn2JMiXxJakwoL0+72G62PQl0CkMYZeFZrpppa4CghuD5OKBEg+A0RG069Sd3vdBFthAYbDnmBLlGJU9TGNDL1KKXFrYBvOjp1RXGUPaCZ9GUM3MU38eW8k9L9KweFE6o8tbA/k/Lir6FQv0oOJqXb7cDCWsokViXeAnYFu4qZXt3WjHHpjR34/7LT4jmuVqq1SomhZ4zJu7MoDvjNs48C391vsye19ebw7UUXBjqTx1fH2G3uyIzJaQjQgXpadKg68N2xju5frPmpxqQJ0YtXgOyb9CGtkN7Y9TFBIquWkHzXzmFZEAuNBKimYCoZD6bjVhk63uj6dLjaqruVwTK0v0huOpay1JBWWJ+kN0NWKlU72QCmUsZj9mwCo/hZqKH5bdflFiDugNOb2O6A0Ku2hb74h57cPUSMpq6++AlEC2qAPbwMK4g6mworowTYq6aKWc/T8DJUtUKs5+uQJzC8EzJrnsFxAvka5gihfkBRLIlU2ImixztGqRPsSE2pAnycoRYGlCMIxMS06zHyPnJiciDUdiiDpvb7GLiAYko5dM0oy0siTRJ5xt2RrRLXQqYYJVcDSAtKtNU+0qgTmKgPC+YpdtQnhCH6jtrK99xXQsiIug4Zxtig8RdF+DhUGZJDKvQdweQKDTqjuc8n4shoO62cm1vTT6h3Sj4iMJmDYHcdNxo1RstoLfqMyFqjZS6XuGp9RlCIEt4nTUKrFqhitKrbaSrdFt3ilyKrKIFENaNr7jZTd0IJU6/mt/1SlPVPzswjrrbRjDLx8Wea3l0iKLYgCdY3DuL0v7wejJZ0exPN5ZVs+X99rsWGvXJZysZVwDMCoA7vVpvqZ98mBvCsS274Dxt0WY3J1W4woreDKtmowHPvVor/Vb/EZl7fad96libwX0qh95016uuEVOZyYijNGaAcA+kmLU7s0USQVRuTFQzlvjeKF/bbdTfzbL8vxHy/s9gtH6Txn0yVJZNnZHhLFGaNBQpY71rlja5iQRBqlFMNeTBxBmsRYDavlkl6/T7m2uLKgOxySmCAcGp0eaaxI01Q8B+uMQb/HKo3x3tPv9zFGwLlxEhPFK/pdSVVcZQVbw5Q4lhDOuB9jtCWNtXB9zAomg5h13mOde8ajGEwXpWDUiwk6FcNDac4Wjt2hpd8VeuD9scUaizUw7mqSWDPoyA51virZHsaMewXOB7YGhkFaEltFGhu2e55Rz1C4wCIL7I4MW11xW08Ghn7i6CSG2CrO556tgYSLlnlgf6QZdMRzMBnAuCuxbq0lne1wojjfkXTXy9uKcU9cmFs92BkGdocSOz6aiUFybSo7iGvb1cshFWNmfxTYHwnT5nQpde2PJBNnf6SYdD39Sq7+ZCp8HKvMscw9+6OIra7DaMW4Zxh1S/qpxWpYriStOs9KXOnpDxPG0RpjFHEnYpJmdDoJIXiytaM/6JClkjLZG/ToqQwTJcRpysoEkv6QUGa49ZJkPKFTuTbi4YRYg006aBuRzxXpcAu/jPDZinhrD1cswFjMeA+XZajtQ9AG/+QzzLXX8J0JYTXDvvA2vgio/hBzcJ3cdrA3XgHvcI8/x77yNdzDXShz7I03Kb1HDbYxkz2cc+j9G/jVAveTvyJ4jyoLQlEQMsEiOQKm06m2tA5DII1SjC8hOKhe2IqA9oG0XGC86BUFZfA6olApC9flouhROEtsSqwWArNa5Gwz2ycEyQfa7czIvGWQRGQuRhGYFzGTvuFiKZlI1sqiPYxWuKAlaVU5UCKaV3gxNnPfisHFkSiV1jt0Y1rG1LLwVShDDJOiEAXZslQN/gNko/JPv5ZwdV/c+C9fkfDj6QxeuawYncru7vK28KJs9aEbRzAVTNUyc/KsTiyoqOJ00fzofsFiLYCTNigeqPeKISiWuQBCjRYjLbZVFlplKNQEavVOP45aL0YIMl7B1dAI7dVKtjVANVATZKmW+I2azh28ao0lrSRccnVH8e6NwKDCj231YW8shkVRBk5mcOsAtofS1rVt2VBM+oL92n0Mtw8Up1Mp+8YNGA/aTUU/EcMjsoILu7kvHo9FBrf3A4OOvE/2R2Kk7I9lHEdTuLGr2B0Ihfu1bSEH6yUCUO/EcDgWL8T5MnB9RzHqSIL54Vio+fup6B0dTx17I8sy8yxyz+HY0omF52O7b4gjz7ijMFpxNAtc3tJ8PZHxbpLPvXAoLq3D8bOkZr8sx7835uP/38d/KMzHp/dPWK6FzMsp2zzUdYpoagOucn93bInzgkRPqNLk8BhX+fttgnOiABpMIvTptCmTWqlGvdAYW4V3wKuoQcwXQcxmrU3jnrNaU7iKvFjVabdt+CO2bTjGGolV+wDrMpFXkxIgGMgDnZfSq25UPqO6K22Br9RJ63pDAJRp+A3qVNzIKIrKXSwUxrUbud0Pld5U4zVN6MYoAb9Jqq1u3MR5lY4WW9F8qEncykqFvKzGsEnl3k9DVW8gsbWYVjuexLZy9kkVl5WUV5l7o2W3BrKDqdMoO5EYYApPV4t/1CL6GzLPGl8Wlfs7qnbEG7tLhcjZA5HW+CrlVdzmUta6yq9r4ybEQpTinWBBdH33+JKooke3RYaen0rZ+RyypbTtq9TtoAhz8Ul7m+DPTmTHri3kazAG26kyonpDVHXvqtE2rOR3ejiW+nSVFlKWuOmFuPCznJDnBO9BK/HIGItOEtR4guuNCHFK3t9h0d2hNAlpdsEqHtErLjC+QLsCrzVF1GeqJ8xdl/NiwLowaB1ITEliSgKCcbC6pKzCCqktsTrQsysicopgWbkOHsO8iJlnlvO5bbwF3bTg9uSM3AuoOlYFc9dhlsUNo2deyo6+FpQrHKwzxTqXkMtyVVLkgfXaSVpv4VqtndITfCCKRX+n108aL9b2dozzQmjWrazLSR+qKB1phaNSBAYduR9T60ms+PAjq1lXz4ExFV9K5bUJiPeilS/QZKWqxiQZJJFpacNLJ+meWSUGV2u31EaIc204QFcA0zpUUs9NUdZ9qcMyksGURJ7EeCLT8qCUXlN6xarQeF8910b4OUKQdkv/bJpuPR/yDhCNphAkNb+mT19WuLLtoei31HNaR0FrVtjItCGaXhJY5vX7oB1nbS9uSjSkURtuqVP+a9ZbEIxYTXnfTTbeJ0auS0u5Ll6kul9K6YZavn7nRQb+4VvmGaZhH+C/+yPpgwL+82+2nqFf5ONvFfPx83oUNZCANu1s0+za1FZwlb+xVV2B4FsMhd/8/BzbbfO7ZzQbqu83f+F8Gy98tixfUbb67Oq62l5uytmXG//5ouEhZX2zgG6e989pt/RfMZ6mr+1DJYaJqn7Hl8pufvdM2WpKN2k/St/GtIsWetH0cdMA2ax3Uyuibtf79gVcbkDy6/FsXmsfWuWdzev+PDs9eLcxjxudrMqqDU3xr7qHWr//xncVYFmQuuu2XN2H+jwQVkuamcprHZGNo1jL4DfrUqptr67TWgIad3EOdQjCtTw1Ok1lbs4DxpUQJ+giIwqycnqlWccjvJHU3aA0xjscocILtDw3wSuyYPHBoFSgcJrCJWLEhsDKeNLIkdqCRK3pqSV9teDE71Q08KHasQciE0hMwCpPjoCq5y5i7WNWpaUo2/CC0UJkZjXokipFtY73y0KdJIb1qtX5KQtPWTiKomQ+8xCg04kxVjX4Bim7+RxsXJJmYdq4HzfupfJLz4Gi9KbijgiV4dz+PqAoXcW4XD0AVocGgGqqjJWaF6chI6u9GVW41ejKQ2Kqdr0YAatKFK4W2Ysj4RApShGcM9o1mw6tIdayUK/9s+OF9rncfHTyst241DgLwd7U89GWbRZ1WmMCNt4nG5iOzXafJ+C2qcy7+T5xm31s3iftBuOZ98nGu4fnnH9eHwvXah9t1lMbYAEhZ/yPwfj4mxy/NMbH5b0hj49nJLElimLO5hmTQcwqC6xyx/64y9l0hVYwGfQ4n84kZdL2WC4WDAbblMsprizojXeYXZxJ2KU3ZDqbVWEXxXq9ZjQcslgscd4zGg45v5hhI6E5P58uGfRS1oVimZXsjDqczsQjsz1KeHKW0Yk1aWw5meVsDyNWmWedO/bHCSfTDKVh0o85Os/opoagLCczx8HYcr6UsMuVrYjH5yXWKHYGEUfna4bdKuyyLNkdd5guckof2B0nHJ+viK2mk8acTDPG/Zgsh0Xm2B/HnMwKCLW8dEYnMXQizcmsYHsYMVsLk+PBJObhmWvSWO+fOIZdhTGao6m4II+mAti6vqu581TYJ3cGijtPA3tDeWEdzeCFfUmJLR3c2tPcORIJ7O1+4MGZZ3+kyYrAdAXXdwyPz+WleDix3D8ROut+YjialuyNI1aZY52JXPbxRV5JYPc5vljRTRM6Jma5XDMcjimWM5xzDEZjFucnaGuJuwPm0wvSTheCJ1uvGAzHrOcXBO/oDycszo6wcUyUdlifn5AMJ5AtcOsF6fYl1ufHACTjXZZnR9i0i7WWbHpKsnsZNTvBZ0uiKy/jP/8hylj0rXdwH/0VavsyShv8o0+wt9/BffYBYTknevXXyP/y/0T1hpirL5J9599gb7+O1uAffkb01m/iPv8Aypzo1W9QfPBn6OE2+uAa/u6P0FdeJqznhOkJlJZwdlJt3Tz4QPACvA6sUWUpHBh5AdaixwXKRoS4g5lf4Ac3KJUFHWMr0ZVSGZKwJNURK53gg608UuLBKso2/XWZidcvjRQozTxPCNbTNUsMAiCtwwv1ghwZue6ZiypPoME5zcnSVlkjgpzsxFK2rLRQQlA0qiYVgNJrUF48EIEWB1IWDu8qLIgPnJ3MGW/1+NqrMTcvK354N/D6dQFNns7h7Zvw2VMBVt7clXTTSR8mPcWjs8CNXcMqC1X40XLvVDhSdgaGeyeOSU9wH0/OKyNWVWJ7/ovcJLUZIKnJaC3OrEoNuLIdG9G32n7VlQFSr7BagVPtXAhxoPS/KFsjBSRl1ppnSdbevaH47FgMgNv78OP7gsfaHQrN+bUdMSROZpJCf/dIbq+b+/DjexL66MaSHvvSITw6hZMp/NpLMndGC/7jxw8Ex9VJnpVrWGZS708eidfjyhZ89BgORjLup1PJNHl80fbxo0dVmv9QrtXliZw7W8ALB4bHZx6P4NjuHUsYt59onl449sci17DMAle2LQ/OJOyyOzTcPXKMu6IR9OQicHNPfymsYjT81stCF395SzAxv2zHL43x0e8mvHCtZXs52O4SQuDzowythajL6wQUaKNRJsZGMVYXjTiVNpL3bo0mNhptNNYaYqOIjMYrg7UWYzQ2sijnMFZjrMVag9G2Om9IkDS/2CpRxQyByEoeeSP/bRWxUTgrOw9rhXxMK/k36BhtDErJzR0ZEdDyVV0ipiV/cWSIrPATlLGEPDpRwHlPbKATifu1EwUGcUknslgVMBSkUUQ/dgQCSWTpx440kn73E0cnsgQfsKokjSIGiUMrwY8MUkc/tRjtcd2SXhLheqJp0YtjtnslkVUMOrA3LBl3K1eldgw7Ec6VOA/91LA/yEkizbAjqcyjNKKMPV1TMkhSfE8g7KMkwfeXJLEljjSmXDGIu3RVRmEK+lEfE52itKZn+lh1RKQHRMWa/vIptneVMH9MyFeYXoydPUTHKSqNiNZHmEiQcWl2Rhy62HIGzhExhGKGNl2Mt5j8AuO6BDzOS1ZMVO1UjTFYo7FGo6MYHSXoKEbZCFyEimJU3AETQZQSTIyJU9k+2RQVdwg2xZsck3ahM0B1B+j+CDPexgwmUGSEqANpD9UdEIocun10f4zuj6T+KIU4ReVrarrtkBcoIx6I4L38lY6gFMF5OW8NyhooCyIqkKaJZBHT4vnwxorHQ1kMXphOo5SzVVotjh4fTJWSqFjnivlKE9mA8wYXNKlNGgXX1OSUwVAGIzt4IyEXqwPdyFES4RFg6UWeMF1Vq2UVzuinHmsgNk6MmOpd0IqpVcJqkaSktvgT8XrVc0GAPCuZTVckWtOxhlh5UmuwEU26dhJJvXFF12G1gMVd5dFb5IZFBocE8rLdFuelYFkqvwcvHgQeXwTWhWsAoUAFQm1381oBWjhpQmkk7KLqjLiqvsr7Udsdm3UoxNgwugrp+sA6E9ZWEfWTOXFBo3zlOVUSXk1jmPREln6QStpzN5HnensoZGBZIUZNP4ZBKn3pxlKm3xGw56QPg66wJFsr+K6tgYQ3u4kAUWtcx6AjoZZVKsZUNxZMSBIJqWA3kevgkTBLEimsVgQtKbiRFUOl+Ytk/GkhGJkkljCd1BdIIwGZJpEmsZoiCpQ+EEeKxGq0htRCr2rb6EA/CQ3Q/YvHi4fyFwJ8/3PhNHr9qhgjvwzHLw3m43nH0UXOxw/FDa11i+4exit50HD0qGLwLid2FTWybXEehZG4ekAJgdIXD20rxkShP5eyLT4koBucBko3rs4vOM7ltNKtazLYBiBW+C9LOCbWVeMJdGztYwxYLX5Bo1yTAiou1qpXG5LRNRW7UqpxM27iWepDqKJrMJylrCmdG8DcF17kTVBDN3L19R50E0+xiemIrWv6GOvat9n21+oAFYbFat9gMwx1CM035E1xKFAVTiNxKwgB5QrShaSpqrIUiXog2BicYD58xSoaYMOHqlBVu0JkICEIXYVgAopQMY36uNuMzkUdQvDP1GWKNVEu+XdmvUCvl1Lm6SNwtUa5jN1lOX65kswIHRGypYzD2GYe6kP3eugqu8oMx226br2V3cj4KJdr3PS8UUj2hawYwXkxNpoLKd4Q2+1it7dRUYRf55z95n+G1xHG52jvsC6T8EuxIov7zMwWM9cn8zGFtzgMq8KwWAuWYbHUrDNPHCu6KfRTRyf2dKOc1BRcFF20CjinWBWW2HjSSFJsEytejWVumK4TjqciK2+NPN+Tvie2ErLJSsMqV2QFFKVisRQcUF4Ggg+sM898lpGtS4rMUeQlZeGq7JjAaNIDLSmvk23xl3e7mt1tecbTuH2f1Lw1SsmOXe4amke8m4SGjnyTbrx+yiITKqZWWfB9kMVZQiKeSDs6kVCul16AqHlpWBWaolQ4pxrjo248MmCMPIlay46/JgrLCjG+slw8U9bIwt3venppFQLSYvS1Wro0svISIqlkFerzG68MvRGq8r4dS50WX6sUy9y0IY44epY9Vf7dlDd4FucRvjCPMnfyKd7AiNXhWKVCQ8u+KcHQjVwTwtoQDt8YT0vGVrexOXal4O+/EX0lqPTxGfyr78hna+D/8Xfa8f2iHf/B6NX/Yzs2AUDPqparL/zLs3fDxucW/R6e890XfvacPjyDnn9uiZ/eBfUV5/VX9OF5X6p/h3afOf+VffjpdemfVe/PqOur+/CzxrPZcP0IfEVnNt826suPi/qqyWk+f8U8P6eP4Zl2q+1y8/kL5TcDyGbjs9ZfKKukbP323zyvmrdu28MoQluL0hqlNdpYWWQrP3093uA8oXC45Yown+NOTwl5RprPJdW16rvXEZHLiNyaNJsyDBcM4hX9OKMTFdgGdyCrhFKyEK/XnsUKVrlhmRmm65TTbEDpDKWTvki6ZsBqXxmcFfU4cl7wuUEIwyoWztKrSteoSid1NbFUaEDbgdoLUo21CfCHZh7TRLXP4BdeAWqjnhoX8cXj3+U5KL14NiXUJPgV1fS19WYQWvCk1l9eMDcl68NG/fU1qzVejK7mx4kBtcrqNFyF95qibCva7LbeGNDzntvN7zb78sVNh0LmrpnHv0FdP6vsM4/1z3j3/CxDwPyMur5IP//FY0NVoZF4+GU4fmnCLs87tgaWm/upyCKPI06mwmq6PehwPlvRSSyJGbJaLOj2B4TVFFcUpONtltNztLHEvQHz2ZQ07eKVYr1aMxj0Wa7WeO8Z9PtczBZE1hAnCRezNYNeQuEC66xgPOhwscgJAcaDmOOLnE5siK3mfF4w7kdkhWede3ZGMSezEq1g1It4cl7S72i0Fkn2g7HmYhnIisClrZin5yXWwFY/5XiaM+wK0dJ8VbA1TFgsM7wPjAYp59MVcWRIE8N0vqbfSSh9YJWVTAYdpouMAIz6SUUhbomtYbrIGPYS1oUnKxzbg5TjaYnWMOpZnjZy9YqLRcn20DJbBfJSpKifnJdERjHsGZ6eO8Z9YWq8WDj2J5aLubCO7o1Sji4k7NJPVSNX75xnlZVsDVNmFZvPsJ9wMVuSxMKlsFiu6Pc6lEUu9PiDAevpGUprOt0e6/Mjok4f629SXhxhdy4Tzp5CvsIc3qJ8fAcVpaitA8rjB5jhDuAp5+dE25dxF8fgS+zWJYqjz9FJF93p404eoMcHhDLHL6dEe9fIKxKwaLzLusJ8qCghn58TDyaoxZlgPrYu4x99hDIR6mt7uI++g967Kqm2Dz4hfuEd3N2f4BdToje+Sf69P0b3BpirL1D88M8l1bbIKR/eIX7z1/EPPiIUBdFL71J+8j56MEFN9nB3f4y+/CIsp/jzI+Lbb5H9xe/hPvqueGl0rVmkCKFliws+4PJCMB2LJcoY/GJJPHuKKVYoAr4yt6L1FLzHxiXeRAyCQpkRQVceQxvIiwithejKu5oMz7OyhnWmscZjjOx+00gTWzE6ksgRGVeFZjRZoWX3X3FWFGW15S+EDExCk4HSKRZryDPxdmRZoCyDYD28eEGca9xyGKNxTjdepYOx5+a1LvtbmqsHlu/f8bx+3VAEwQy8cllUVbUSGYAf3xf8Qz8VmYFbe0IytcjE9f7ZkYRn9sfyu71q0/jkQnARJzNFXkoK6OfH4lmZdOHOU/EcrHKoScnaMEqgVuENVeaF0WHD2JCj3PAWNFwgakPDqEK65gVMF5r9sWd3CIcTSWE+nQcubSmOpwIiv7Kl+OxIvBbjLnx+Agdj8TKdLQI39+DBqdhxNTZj1JWwy2dPhTflfCF/r16GO0fSl2s78PFjwXzEUZVquyc4kmUuOI47T1vujjtH8q/3gvm4tQePzlWD+fj4saTub/fh7rHwcdSptjd3NU8uxGN9eRLx4MzTSxTdBI6mnt2hYpnDMgtcmmienIvBtj1QPDr1DCvMx/HUc3mr1fR53rEzhN9+Ta71y5d+cb0ef9Pjl9r4UEpxsCUEXNOl4+GZr3YQgeOLkk7s6ceO+bJkota45RJXlvhozmp6jjYG5wOrizNcvsbpmNV6jdKa2SKTrBllOZ+tsVbTyT0XsxXeOZx3rPMCq2E+WxEIWNVjNl+RW0McR1zMMyBhnTuyQsSyzmdZ5VL0XMxzisISlOV84Yi15WLpyUpPJ7KcTAshywqKs+masrAY5Vmspd3pYo33gVgXuOkxeWRRSQc3OycrB4K3yDJWeof5XAwkozyz+ZzMWpLYMl+sUKFklXvyoiTSMJ1n1QPU4WKeURSayGimixyrExarnMJ5ulHKerWk1BpDQrZcMw9Wsh9WBau4Q75a4r1nHXXxywtKaykKhZme43wfnS1J1itC2CGpmT7zPdLj+5iki4ks3bMn6MkByfSIaD1H798k+ewHEqLYvkL06fuoyT5lXuAffIJ78V38w08Iqzm8/pu4j/4SlXQxt16Dzz/A71wRrfaLI0KR4c8eE1yJLgvC/Q/xnT70J/gnd2C9IJQFfjmlNBHFxREAQRvWFyfo9RKd9shmF+J2nz7BZyu0Mrij+yhj0PML3N0f4RcXuPmS8u6HROuC9Q//Cr+Y0sGw/NPfR/eHxCfHrP/iD4iOjlAup7z3CegId+eHhDIHZcjf/0P0aBt79Sbu0x+gsxVqvSRcHEGcEo7uoYxBhUDANB6S4L3IubsW0u9LR8gLfMhR1hLNTzFaQJ61v0YXGco7VPBENsHbhChkRDrCYTHKijBdJdWu5B+KUjJBFC3d92gg2WjOC222qXb8ugKvVj+lriQg3g/Ra5FFVKjIxRtSlFSeEcE4eO8xRjepD4JzkEaM1k1GWV4E/s8/n7G/ZXnlxR7f/cSRZRanI05mgoP4+LFkzzgPnzyG87mAqz97Kgv5vSNh2nQlvP+ZYAtuH8D7d0SfqJPAw1PJDHoylXCIUYG7x4FOBNk4cDwPbPWgNiXE7d+6+6X9dl5bD0JoAKgtt0crPFkFXFGqMuCCGIqrTHBq905For6Wug+IfkpRSpv3T6WPi74YGqXzlE7kEjqx4uFp3RfFvROhOh+m8PBMeEemS2ELHfVotKK0hs+PhdU0jeDhuTj9ji4kZTWxrfGRl/J5uZb5fzqV9Oq7R3LOaMVHj8T4mI4Cd57KeJwXttEkgkdnYnxYE3h87ujGIjJ3NPX4UAFO80BkFI8qwKn3hodngdnaEVvF8SxUKs8/3aVx+6AlUftlOX6pMR+bx4/urTmeVtouley1xpMaif3bkBHX3A/BQRWvr+XsPZrSiCHjgjAXAgSlm9hju9cIG67aNsnTK9OUbTAUbP6uRbrXHBw+KAr/ZRvSat/IyiemlXe3qo5ltn0YcoEKQrLxrAdZ/pfrtMGr1O7szbK+cncDOEzz8qv7uFn2izgNYZN8dm7q8xrXfI5UWcXbPamvpOS9EwpvQPuiwVnoqhzBYyqODeUKdIV1UNkKVaeqrgUrEcqy4c3YuGCoTk9WB0CNJ3JaG6hYSYOxUN0DKtDouNQzGLQWhVmgTHrCwwHkyaCZGW9kbm2xIi4EY2RWc3Sxlroe3oUQ8HlOeXomda3W+IrOPUQx5G3qbX3oKhyjOymmYpnS3a6MRylMv5b/NeiKhdWXjrBeEYqi6l91LaKIYAxhnRHynGI2x2UFKgR0HDVB9s7LL0IUC0lZFIO1mFBhcOIEn3Qptw5YdLZZmjFL1WeWd5iuY6Zrw9ncVGqrcl/UCsO1aNnOGHqppxOVdGOHVY7SK8EfKAmpLHLLMjdcLAxn5xKvN0b0SyKrxJYKitOzkqJsmUuV0g1WKMsc2apsPCDBB/K8xFeen04qeBJtFFu7Qk/Z6RghAgT6XYWqdrstjiM0XobStTZcVAm5PYOL0NCpFJcjKzt9gEGnfa5rbg/BcoUK1yTPo/OKdWlEtTYItqK+nrVno77Vna9yZgTXS2Tl+7KUftVkZs5JGKffKFuHZ0IG9WH0swJzddnasJGEIelA4aSvG4+clK/6t8mnUf/2i0dd1qhnU+6/2FaVvAXwTCpyPQatQ6taa30zR53Ite+854VoaNsIG+/zzePvvhE17NP/MR+/wnz8Oxyb0um1tLmnjXEr00KWdRQ3n00tcb6hAbEpjb752VRP3yZOwEZtu/FGwK+Om26665KNskklQqRpAVebL4J4o2xz06sWdbDZL23bLCCtW5Dp88fTGjp1TNyYzT62ZWPb7sbaPm7W2/bRmnpu2jHYjbasredfoao+hg3cg47T5rNqPqvGMKgNAOAZOXrqz8ZKZglAZ4PruLdRNq7furrxBqhkIzm/09vofNWe3pivqJ1n09xDoQF3PtvHqg9KQX8sH6NIROAAM2oh8WbSSmXq/qiqK2pwIXowbo2pQfW7EKCeJxtRG396MG4uQi0rv4n3UHEERjcEW2KMhorIQBHWKzHo1ivUfIqeX0CRo/IMna0w6zm6zInKjIgMrbzwdhjZQQpOQTK+oi8EwBvD3IvRJuyacm8VFS+G4CFkFa3pyQXAKAympasNmVCRakFZiuejJhQrS/m3gcYoMSTMxrgH3coocpLCCxDpduXrp2Hjc3sp68ej294Kz/A7DJqFXUIkQFP/Fz/XC6XItih8MMLSvDFn9a0l2I+wAa5sn7XawAwbc1x7TXSNJ1FUxlsrU6BU+1xvZnR0n9NHrdvtxebY+xuf67mJNvZS/faxfkaavh7HZru9jbL1PImhJePrbpzfrDfZmMe6j50NkbdNwbe63U2cRy1DARIOq4/GeIl/ubAcf93jlzLs4r2oG/YSsX6zEq5sW2IrD9qkn3Iyzel3LJGG2XLNaNChyDLKIqc/HLGanqFtRJx2hfuh2yMoxWq1YtDvs1rnOO8Z9rucz5bEVZhiOl/S73Xw3rNcZYwGXRYrUb3td1PO5yvSOCKKDBezjPEgISs8q7xkq59wvijQSjHoWE5mBf2ORSvF6VwofxeZY5XD/thwfFEQWc2gozmdZgy6MQrPfJkzGXZYrnKcd4wGuywvzjBRTJQkrKZnpP0RznmK9YLOcMJytYYA3W6H6Xwp1PNWixR8v0tWOLK8YNTvMF3maKXodSJOpzn9joiAXSxytgYJq7ykKBxbw5Tz2QprDJ004ny6ot9NgMBilTEedFmt1jKPgx6z6ZQojoijiNXFGelgBGVOuZgJHfn0GDyY8Y5gM7pDVJRQHt/H7l2DxTl+foG5/AL+/k/AxujdK7iP30fvXwelKO9+QPTy1/BH9/HzC+zL7+E+/i6qO0TvX8Xd/RFm/wZBgT99hLn8Ev7sKbgCvXcN9+hTdG+I6gxwTz7D7F4VzMfsDL13HTcTzIcZ7pBdnGA7PbSNWc0u6AzHhPUct14Sbx3ijj4Xno/hDu6T76H3r5EEKO/8GPv6r1F+/gl+ekbyzm+x/s6/xYy2sJdvkn3nD4lffptQFpSffUj83rdw9z6CbI195V3KH/8FerKPnuzi7vwAff1VyBb4k8foW29hP/8Av5yx/oP/oUk7UM1W2FXcH0EI1jZAqPiAm85AKfx6LWEtoyUd3BpUt4vuOuzyAmsTIpOSxGtyY1FEoCRtcZOMT9ESxFkrhkDpJR11qS2xaUneyorTQylIbcl6w5irjQzvJWTiSsgy1yy0wodRsZlWbL8hhGYTINwYClutIlf3Df/Jb/W4emDZ37Z892PH27cNyxyenMOb1+GzY1nQrm7Dh4+E9j+2gU+fCCfF8YXgQ964LlwXnVhoyL//uVCJGw2fHwdeuSLKr6scbu8r7h6JUvWkp7h/KpIGzgv24sqWYElWWeCH98XIqtOIQTZJNXtyTaqlKo9qbS41XgcNtgpnJRZevQKjrhI8xVMZj1KBJxfS3+OZ4Dqu7wQ+O5YFftQRzMfhWBiMT+eBq9sSBvEBDsZS16Ti+bh7DNd3YJHD+VwwHXXY5WAMnz6t6NUNPDiBG/tSbp4JpuPOkbA77wyk7OFYxvnoPPDCATw+U6xLuLUPHz8Sle5xT8IuV7eFyfl0JuM5monXen+keHgWGHSEf+bJheNgbFjlonx7OFY8ncq13upL6GjcE0D00YXgYUonxGWbhspf55itxIBLop9d9hft+KULu/gQ+D9/5LlYSq55VilcXtlyzCtZxZ1BYLp0WAMd68hLTy/RuGJNCCIqlC2mACRph2y9QhtLoWKc86RpwrKir+t3ExbLNQpIY02e57Kj9yXeezqdDquVhBGSbp/lci0vCpOQF444suRlwIdAr5tysZB6u52E2bLEaIVShqwIdFPNIpMX585AM1uKiuqwo1itc6wRqubSeQaJQi9OgEAvjXEXR4DCJil+NUfFHUqlCa7EDLbIVpVU7HCPxTpDKY02EUVREkVR08dup8N0WfUxTZiviipeqylKTzcxZIWQqo16EYvlCqWgl2jW6wxjhPHSOUcniSmXEgrpd1Ly+TkKRTdk+NUMHSWY6RGUOXq0B08/BwJqvE94elc8Cc7D9BSGO/jjR5JmenCL4sffAaVR+9coPv0xdPoED/78mOjaC/iTR1AWxK9/jfLj74OxJC+9Rji6jxpM0IMhZEvU/nXC8lzecAe38GePQBlUb0RYnENnUAE1C9TWJcrFBQDlzg3WqxVog0v6lEVBYg12dU4Inm6awMl9UIo4zwhPPiNEKeH8gjA/h+1L5J9+CK5E33iV7Ht/DjYivn4bd/9T9HhbIiHLGfbWa/DkLgSPfeltMbyiGLt3RXAegy3Il1BkqL3ruLsfggKXe8JyhjIaFccSnnIel+eUFzNJw/UBncQNLiLq9yS8sFyjrRHMSmRR1qKSGDMYwPY+ZX/CerDHRbrP3Pc5zzpcZB3OF6aRNRfPSyU2V7m9O4kispIy20s8kXEVTbgsmpKJAXlpOFtaTi+Eqtt74W2QWgJFEVgsXIX98JVhImHAohCjKlRGVp326UqHq/z6V/YM95860lhx82afJ2eBwx2FiROyAl69Ck9m4oW4uiMLUiy0J0yXsNUPPD4TW+7mXuAnD2SnfGVHyLP6KaSpgGIvbcHpXBbrly8Hnk6F9XRnIPiEbhxwQbAM233F0VQMidTKIu585b0hVMaGnPdVaq2rQis19iOpomh12r8Yc3C+lM3Z/ljAkd1YUoBXuYg8HlUGxfXdwMMz8dzsjwIXS+gkoaF23xkIODUgAM2HZ7UopOJiqRh1A6tcyl7ZkrlTwMFE2o0r2vdFJov9xVLGcHlL8CW6MgKOZ2LQOd/28fG59PHajuBHrBYekdM5DNKA0kKlfjgOjUru4dhzPJMwcTcRkGkvEYZS52F3qDiaipdw3NeczoMI2Glpd9SRvvoALx0abuw9J1b1nOO7n8F37kgf/9OvCQfKz/vxN1m/f+mMj/k68L9/v3WP1q6xQZJXiHmINzASsal4MZD4MkCHFYpn+Xs9mlLF1WdF48ZWbHBObPBTPCcy6LGN6/N5nCA+6CZ3vMZTSEzTbJSVQ3Ae8k2sWp6P2gWZugVJEGxLUsxRlWaIrtD8XukGi+BMRFDSxjIete5Z2vBU20fT9LHWzdk8FL7ZWcl8Sh8tbR+bnVeljgoQ+1yC0t7RWZ9LXcUau5Y3hCrLhruDMq98606UWEEwCIVgJMplRqgk7cvlGpBF1ecVJsQYdBVqajASQLxThSyiGDOswhtxCnF13dMebHJ+IJifWlvdR2kTKlr09mUBQFFY8bVblzVcMkk2xZQZhED04COpK8/xZxXmY7nCr6sxZGUzHpPU4R7V4Dh0HLfj6fclf1IpTG/jbVY9CL4socJ7lNM5eCGXM1EkV6oocOuccr5sSKd0Nf4gAALKLMetc6Jeik5iol4XFVl0EqPTFDXZht6QbLDDcnSJY33AWdZjXiS4oMkK1YAktVJMl8JGCrIwGiN6Jp3YNyRjEDAmVOm0wm8xXUVM54G8qDwp1U6/LAPrdWBRGfK1Um2N7WhSayuvgDaqDceUtSfINZiP8baE29LUMBjInI8GqglHRqZe7Fta76IMLcV3aD9veh1qY8noOptaMRm0mK025NA+M2JANPGUjWdV5lPRwHOEfMxV+iwbTPtGS+jDVWGqeq9e83jUoRxFaLK8WxUBRRLV2UqBXtLiUjZDqqHBfLSGT17oL5UVDSqaeajH87zjeVgTeT9W/Xctz8dm2WcxH1I4Mm04O7a+MX6t/nLj9XxWPW/abTxJtNe1n8Jvvhx/qY7nHf/9n4jnA+Brt+Ct63+tn/2tHr/CfPyUo7shdTzstHHGSb/CbiApoiA4hBpnkda7OyCtXtpKKZKOLByR0djqSex1kuZm61WBRoUiSSRoGdmoAQN2qt+DhDRAvARJFSxNY9u4foe99qYddm3VrmrwH73UNA9MXVYpRbcKRNqKVRMg7g2aJyIaCmMn2qC7AoQ0cSpucyDZwEj0KpYkrTVxhYJLo6jpY3+jj4NuhU/Qirh6wjtp3M5Nr9P0MU1lnowRBliAtNujfvXFFZZBGYuu+qN6Y5GKB9TOlaqsQu1VT2nSaWTl1c6lpmz0wuvNeOvPajjGbIn+t732AlSYDHtbJOqxEWr/mpTt9CGVm0htX2oMDbN10NSr+pOqbK/Bcph6nkEo2qt5jCojwaS9Bv9hxpUWudaog5vyuT9CDcUAiq6/2OA/klfflfNRjL32ovxstI2q5sxce6nBf5irL1XjiVGTStN7tNPgP8yVFxtAgOr2m7d38J5QlBXmol6k2wUbBKzqvRM2VB9wlahFzQzqi1K0YvIMigyTLdHBYVTZEGhpJVotwmMhxnJsW0n5GsvrQ61ZopoMlFBhPmy1idDKY62ES7RWjYy81i1Hh3OeepmoPR/1v7J4S5hCGzEmlJa/S3v1vQ+XtqWy7YFvDILLW+1CXzNWdmKhEQc4nLTvnjrLwWi4XknB95IW/3Fpq8V+HYxag6R+j3WTFluxP2zHdjipbgsjuJJNnEflqKreadX4gxh5AljdAKWiuLrdbqYOxm27NX7jcNJiwC5V7Vrdytn3Nvq4O2yxZ5cm1fNtYNyTfkx6bdl6DGqj3TQSr7XMeYu/qNvVqk1V7m308dJW28cr1aNoTStnP0ha/MfesDW6dgaqGU8vrd5zaYvj2B1WIa2NsoltsS+jbjuXl7f+el4PEJp5kOt3beenl/1FPH7pMB9aKb79qmaZyU15vvDMloHL24bTWYRSMO4ajqc5g47FGMXFPGdrmLDKuuQVVmE272KMIU1jZrM53a48ZYvlitGgx3q9pnQ1VsESRZY4jpnPpnR7A4IryVYLusMJ2XIOBNL+iPn0nDhOMVHEfL6i3++Sl44sLxkPOgznGUop+p2Ik1mNp1BczAu2hzHLrCQrPDvDhIu5whpDN42YTud0ex20L8jnc9LRBN81+LIgnuziFOhuH9UZUj6+g9m7BmWOm51h9q/RnYneh5ns07k4J06kj4v5nF5/QFGWZHnBcNBnOF+itaaTJlzMl3TTBKMVs8Wa0aBLlhfkRcl42GM2NVhrSJKE5eyctNtHBU+2mJMOJ7iuKMEm4x1yIwu0iVPKJ59hdq8QlnPC6SP0jTfx3bH08fqrFFEfs3MIaZ/yo/exr7xHefQY//Qhyde+jRteQiUd4pfewP/h/0Hy4muoOGH1/l/Q/9bfI7/zMeXZMb1v/T2Wf3YdPZyQ3HqZ7Ht/THT7dcEJPPgU+/J7hJMHUGToa69iHvwE1Ruh+mPcw0/Q+zcgX+GnJ5jLL+LOn8p9uHWIPT8lTruoKGK5WNDr93H5FkWW0xtNKAZblTrtAP/gI/T2JfAe/+BjzO23iB5+hp+fE736a8S3XkENJ9jLNyi+/6fYF94A53D3P8a+9g3CozuEIsPcehP38XdQo130eAdXabuwnhNOHqNvv4258hKgWP1v/50s9j7gs4LgxKhQTgyJ+ijLimnVe7wrCYXHlw4Tiw5LKMoKZxBwMydpvDZCJX2iYomKZNHROqACGBsaUTUfdCUM5wlBVyDHULFKVqm2SiEsHyKzaHUgTh3Op/JbJQ6pmqBVgNCa6TRU2SwBY7SEWCr9FqWU9KdJs1VoZSQNF9jfNfzWOx2u7Bp2J5rvfux5+7ZuMB9v3VTcPZL2rm4Lp8TuUBalz47gxUPF0UXgbCGU2tf3xDi5ugs/uAvXaszHURXCORcX/ouHgpHopYpJT0IHh2PBwZzOA9e2FY+nMt7LW7I4j7pS9/0TxfYwsMrgLz+tfY4BKnrDUGWDOC+sr0oF/s6r8v8XDuHSY8FT7I1EF+XSllyjh2eim/LkQkIRt/cVHz8JDFPFpC99vLQlCtdns8DVHXhyIaG0SxPFqCshhV6i+Owp3NxTzFaB84XM02dHIgR4OIFPn8DuqMJ8VDwfZ3PhcLl1ILweSSRzvYn5eHwumJAnF4Lxu7UvxsygA1s9qffqjmA+jqdwa6+axwCXJ4q7x4FRV9GNBT9yaaJY5oH5Cq5sK7YHAuYVzEdg0lMYrXg6DVyeKKarwCoPXN5SPD53xBa2+j/dEHntitwDw44YYx89kj6XLnCxEi2ayKqfWsfP8/FLF3bZPM4Xju/eEVf7IPUUpbxQuxHkpeyIjJbdljEKX/kW+7HHlTmSpqWr3VN7WKMINX23VbhCZNatplFBtZXEuY5ifFHrQHcpC6HyLmxfaMyVpghiIxobkVUuZGMseVkB46oUXWto+jiIXdPH1Di8c+jgGKyOq3Fp1FrwFHGRwcVRtctFVFCjuNn9+9EuvgonrLeuU7gqzdimgmfQhoK6j3E1d2Cspaz8ufXiY3Q7j0nUzk1KQXASKorKrOqjQldhFas1rORtYKenUKwlTfdExkPax588ASD0xoTzYyGLWmeQZ3gTkx8L2JPxLvm9z2VsnRHl8VMJj6AJRY4djwkV1qRz6xb+6KHcFzeuERZTVByTDPsQPGb3EF2F49ThdajmlCgR5VkTUavHhq2DZh6Xuy8081jajoAbFegqNbijPWoluKLO/BhWM/AedXZchUIM5dPHzRj8kwcy5+MxYTkHG0kIJnj0ZBcK8d+q0Q7MTuVzb9D2sb4HuyNCdd4XnvLilFAbGkFo1n3pKKYSzmq20D6grKFYrMTD4QMmiUmGXXQcVbgPwYCYXhfd6xO298kPbnLWvcIFY45Xg4qLojJUvJgTq0KzyjWhwi4YHarQi8gIWO0IKCLtK70Y4Ri5WMesCs1yLWGcXurISsGUzBYwnRbM5iV5XmKMltRa1+q3GGswRhEltiIfC42adD8NnE7lWu5sCc6j11X0+vLMHGzDumIAnfQk5l8jaJ0HQ+CswhQM08BJddsMeoLz0FoWHB9E96RwssjsjQQsL1itmrOiTWVPI1jk8r9BKu0KWFZCKEZB7lSTiu+8KORK+EU1GI8QKoxKHZbuCLYiVODTZd6GE3yQXX6t0rrVg+la+jjqBnIneAlrZO4SC4us9uBoLpaqCfcU7lma9FG3DT30q/EoQhMWqjk96j7WZTtVf+p58aGam6ydm/NlO2d5SdM/qSs04xl12jlPKor3yNQUAXIvrPK2rnVB5TWTcJKQ2lX1pr6p942rEfvjrzZAfu8HYhTVY6v7WPdzdwC/8/rPV/Dib7J+/9J5PjaPZdbebHnZoubzjWTxhlfDtViFsizbOOgXg4yAc2UTz3Jlu0NsJNU3pdXrl/5GWblppWHXdpGirBLxv6KPpWvjlKVr++grQgHhwaji3/m6ZdZYTtv0vKKSXN+Ugi+yxsVfulYrPFQLqfOhCeAVG/0qN7SmaxvX1YJUX5ybmkvDt27wsMldkVVviuDbPmZZU9bPztt+zc7rShv+C7+Yt/06FnAtCsrT43qSmj646QW68qn6s+q8UoQKZKwqDhGAsJ5Dpyv9yBZtf2seEVe0+I983Rh09TzWC60MbeO+yNeCqAmBsJ7LyFzZ3Dt+Pm3n7vyk/byct2Ov+7icSZouAZbt75o+lvnG76fNPCrl0dbIdRLUooRj6guoQFuNqQVLAqxPLnB5iY4MiooFtT5ZOhFxNEZi49E50eicuLtDVy/Z7QQyn5J5I9igEFj7FOcDKhbdEoVvQJMgC1ZsPFa7yv0ecEHhvCaOAkr5JlWyEznmGcxXmiRW9HsWpWC5Ei0Tqvn2PhBcHW4xQjVuFF4pVBXzr8HpSrWaJDUmAmCZqYYBf5k3M9A8Vst2ypsFUwGLtVgom1iFdV7Rz6OaRQ7aRbfOBgJR1a2PzbL1o1hU7ctctmDagNwuIUCafhlXUZEHf2k8dblV3hoqi80+1q+8jfrWG+c3660Njk1Z+q9qt37t5uXG+Y3XRb3Ab7a7zOpfK+Yb9dZ1uI15XOc0N9nmPDbaWu4LZaujvhfCRttF2c5NttHf+dqzz1cbH7VButnHzfHUxtMv6vHzZTb9X3zsjgyjriYycGUnIYkUaay5tJ1ijWLQtWwNYoxW7I47dBOLNZrtrSHWGJI4Zms8QGtNr5vS73XQWjMZj4njCGsN461tjDHEaYf+eEvCEaMt4u4AZSy9nUNMlGCimOHWLtoYkrTDcNBHa8142KOTxhij2dvqE1lDEhkOtroYrRh2o6aPe5O07eN41PRxNJ4IjmSwRTTcRhlLcnATnfZRUYp54T3BR4z3MLffgShBXX4BtSU4iejyS6i0h0q6DLb2hFY+7dEbjlFaMxiNSNMUYwxbW0NR+o0itiZDjNZ0OwmDfreamyFJEmOMYTzZkrlJEnpbeyhtiIcToRk3ls7BdXTaQ0UJ0ZWXUVGCHu5gbr0FUYK+/Rb68BYkXeKv/33UaBs12iL59d9FdfqY6y+TvPdtVNql+61/RHzzZfRgzPif/ZfY7V2iwyvs/Iv/O2YwpPe1X2f4rb+L7g/Y+uf/BcnNFzGTbYb/9L/AjLeJrt6k8+1/gur0iF59D3PrDVTaJXrr26iRACibeZzso2+8KfN45RXBhcQp0ZVXZB7THsPJjlzrTpf+YIjWmv5oizjtoo2lu3dVlG7THvbm22AT1MFN9LVXIU6J3/0d9O5lVG9I+u1/ihqMMQdXib/xD1BpF/viO5gbr0LaJXr776DGO6jeCPvWt0XldvcK+oX3pI+330btXYOki33zW6j+GDUYE73z2+jeQATlIotOE/lLEqLRADvooeIIHUWiA5MmYpxYg+2mYAzKCEdIDbqGetEKkK9RRU5neUril1hVkOiMkZ3S1UtSk9MzK3pxTho5YusasGmt6ZLYgliXWF0Sq4xIF6Ito0QZuRMXov1iRFiwGwlzcS/19HvQ7xniWGOtIkltgw+xsanIyGqvXW17SWrxrcsxg67i1iXDr7+m6STw9i3F1R0J5757U3aroy68dU1CAZcm8MKB7NbfuSku9G4Cv/EKjfrrN19SpJGEBW4fyE76nZuw1Vf0Enjjquzqt/qKlw4FK3FtR8INsYVXLykGqWAdXrkkXoadgYQcIiO04rtD6c+b1xS9RBEZOVdRuEDl9XjtioRtOjG8fUP6utWHd27I72/syl8SyfmtvrT71jX5zfZA8eJB1cdtaTe28PJlRb/q41vXZYz7I8E4xFYoxvdH8v1b16uU3XoeLVwaS7uxFRr7rb609+Y18cCMe/DaZTl/dVvwHbGV8+OeUKS/fUN+szMQCvfYSgjnYNymFdfz+PJlRWIFG3JtR+bq+o6kOscWbu0bOrGUvbUv68nOQHE4kbm9uacZdqSOm3uWxEI/VVze+ul7/2+8IH3cG8o4Yyvj3q/Cd+9c/8UNucAvuecjMop3b7XMNVd32s+XdjrPlA0h8PRsRVE6+p0EVzqM0XQ7MYWDXkc4NKxW9LspRolcfafTIRRdjI1IkgRd5sTdLtoqnHLEnS42XwKBqNtFZXNM0iEkKTYUdDoJSewpCsWgGxGcxM97PZGb7yQRWhuMDox7EYkVj0O/FxO8GEPdTkRwBWmnS5x7XHDY/gi7nhNcgR3u4ga7Qr413EWdn6AnlyFbELIc099Czc/FhZ+mRBcZKkoISUS69tgkoqMLnAqkaYwtlhUYNyLKA1FqpR/ek6aWrgdvPGkaEa1BG02UJkSxwnZSdKlw+Qzb6QoYUwVMd4BWBhWl0J+gjp+iJ4d4YpSKBFtxfALBow5vw/599N5l1GgbvcyIXniDkA4wTx+RvvI268dH6CQhff1dkgeP6L36OipOKZ2m8+bXCTahPD0leeVtlvceYUYjzLVXKT97QHLlNYJy5LOMePcGfrUmZGvUaB/MXVQ6QQ12Qd9H93cIKiYsM1R/m2h2BoDudDCLU3Ri8N2UyOck3Q6FNZRFTtQfEcoCpTWm0yW4Aj3YRpcFqjdAX36RWGvCao594XU0BSrtoS/dxPY66P3rBKWw118QTMfuAbgSs3sFCKjuUP5cgbr0Aowu8IMJ+vAm5GtQCn31RfS9D7HBEfJcjAkApbC5YEBAsoMAgveYOMJqhe2laGvQNVHcMx6TBu2IWS+I0zkdm0CiKG2KDiWqAo2u1ABbpMTWUXrLLIuwOmC0MFB2bUGscyJVEGlHHiLBLziNtuJbSm1J4cTzY3QgsjmDruV0brFWEScRJ6euso1i8qxs2Ulb1CVKt//vpoqvv5qwN9Hsb2sKB69e0yxykY+/uiMp/EqJ0THPZPFKhGiWazuyGM3XwlWxLtvFcpULXkNrKX99R8Il60I4J84XstDtDRSzpSxOhRNQ485QwhzeCzZjvq5k6FPZrR+Ohdirn8j5ZSaZH1e2BVOwPZA2H5xIHyRUIWNYZnLucCx9ORzLlCWR/N5o2aFf2pLf9FIBY2aFpOeKMF5gZyAenBCkD8dTCU2N+9LHK1syvl4iOI9V3gJdZyvYGapmHg/GYgwsM2ljkcnCfDAO1XxVfbQyBqVEzfbyFqxyMegmfen3lW3FuqiNIUUuAtXsDIRLZNSDYSewzmF7EOgkkK4lVTcvTaPtsipg3BVws9WevaEiMjIP233FOrdEVjWg2q86ru+2AOQnF+KlujQJlB4GCxj1Aj9+IM/JCwf6F45B9Zca8/E3OU4uVtx7Ki7txPgKtxAajgEIRFVKq6rRW0CqSsF/hEDkJRioXdnQaKNN40p3cZfgJX69TmTsm7TtQcUNfbDHNnn5rlZiUG0Kb2KcuPFDIFVC023KjNFc8AuqyDFVmEDNLmA5IwRPWK8r37CqINoKNRi2IZz9qxKiUIqyJ/ByZyKcFfh5sCmuZtNUugrNtDFpFUIjQa8VjQR9VK7FcPAltg5flAV6vZC+FAWsFkIENZsK8LIo8YsFKGF3dBU9erAxYbWQbIxcFhXvvdCRK0URIorTcyBQFODXa+GvKGS10HGExoHS2PEYV7WXjHqi4aIVyTAFpYi3J8RpBAri3V1ZuCusTgVSaP7M1g66ekGUN18nEPBKsxpIuoNXGl+lNMeUqFLe0N25kJjhSsxU8BhhtSJcnEndnT7kKwhB+Ee8l9zMiiU1JD1CTbVe5JCtJCyzmElYp6YNRUlmTh3uihNR2vVOaOSjCLVagisrXEQgVFpGoSxRScL0ozsYa7BpIte+Cl1AaEI3djQU0GmSYLZ38d0BZW/EoreHswnWFZTGgtL4oMl0yiL0KIgk6hYiXFBEOtC3S0woiJQjCSsynZKFlKVPAd2EtHzQWC24p9xbHIbpOiErNdOl4XwKq8wzXzhWSzE+REfPY62IN9YKqwrQwbFcS9w/ioWMKo41g0GMArZGtcIuDLpiHFSZyHKENo01sgIC9UGeiTpEUtttpko3VciuPSukH2lcfa/adNHEhiZUm1RYhhBouD02Qz+REb2Yuo3NcEfzfFL3Udqt++iqEE29eFjTtpPEol0TCKRx9f2GXL2ibTfPYZ0LJXlk21COl+gaaSJhi4AYBXUfa0N2k2k0jeuwh+CBNkMUdVm3MfZ10ZKrfXEVTGzbVosracdgNtJyu7Fv67XhOdTyLf16bENT7yuX/nqcH0UZ+Jd/Vs99226b0gw3dhVvXP3rZ9L8hzp+hfn4D3B8lb5A/fkZRv+NAs/aduEL/36hMr7wBAB1yr6crV99zysJG6e/UG34ch+f6YP/Utm2stC+cb5U8ZfHEHj+5+d08Tlnnu2W2uxXjYfYDIY3vwnP4CWErvILfduoS3bsVQigfotujsX7KiAZpGygyeZo/O+bZRvLzD+n3dAi+IKHJsZbF9y8wKH9b3jO9Xnud9XnL7a7cYQvXevwFWXDM/OE90KnPhyiElFtDr0BJlsR1ktAEToddFlS2d/0Dnbkd6rFsqhq7mogp9JaiMuUgnyNthajNf0QKLsjCIHY6YYTxVbejcJ28MFQBoMLWsB3oSDya6zPSHwm10kpMJqy0hmSDBhhozGUdFnjiHHekkTCF+JJMEuhUI8TQ7ZuWU59db/pKs1WKYXL3FdOY6A1Cios7pevycZ3fnPKn1eWZ8//lEv91e+p5333Va+hjd/URsvParflufiZt+OzY9+s9yvqgp8+j+o5r6bnvR+/2O5PK/yz9GS+qt6vmsef2YefVj9/w/H8ghy/Mj7+msf2MCUvHEXp2R4lXEyXGKPpd2LOZys6aYRRgdV6zbDfq2jBHaNBn8XFKdZGJEnMenpG3Bti8gVuOSPePqS4OIYQsJMD1mdPMEmHbmfIaj6j0x+wLn0lBT/kYr4S6vJuh7OptKuUYbqsqMuzgqKUdODpbIExmkE6YT6bkqa7JOMRbn6K3b5MOLoHrsC8/m1Rbu2NUMNdofK+KumX/vQx5uWvEx59AiEQ3XyT8skdVHdINNiiOD+iM9mnKApcviaZ7LOq5OqT/ojl+Qlxp4vSmnwxozOaUCzm+LIgnWyTnz5FWUvS6ZOfPMQMJphiLamp+zcIj+8QyhxzeFtoznsj6G/hPn6f6Por+JMj3NP7dN7+TbL3/wwIJG98g9Wf/h5m/zJqtEP2vT8nfec3yO99Svn0MTvf+oec/96/Rscp3Xe/yen//P+h++rrEHeY/vmfsv2P/wnLH75PeXrK1j/5Z5z9L/8jdjxm8N7Xufj//mu6b72L0YHskw8YfPsf4j7/gJBnpO9+i/KHf4IebqH3rlB++FeY228S5uf440dEb/4m4ZEQhtkX36U4foDuDoh622TzC9LBhDyvKPxHE7Lzp4KDuXQD9+QOZrCFKnL88X305Zfwdz8grBaYl7+O++ivUJ0e+tJt/N0fovZvoIzGnz8huvIq7vyJsNXuXsXf/VETdvGf/wh9+SXC/Ax/foR94V3cZz8CwNx4leInf0UwhjwWgjRdZvgoER4T71ClyAio9Qo/3EZ7jypE4dYXOaEoKmPDiFidD6jIVnwmQSjb12vhUXEFpljhtRVFXa3RZYEJFxRxT7KCtCW3KTkJ1ns6+RQqMjrrMxLARRqvLCp4goIQFJYSja98cLKkGu0pncVoGHUdidVMDSit8F7jSk9ZtplazgmV3otXFN9+LeXffr9gd6y5tKP57ieOt29Z5rniZBr42ouKT5/IwvjCIfzkURt2+fwYXtiX9M/5WrAVP7onmItrO/DDz0XVVmuRjX/1Ctw7UaxzeO0q/Pi+4CAOJ5LCe2Vbdumnc8GUPDiVxejGLnzyRMIuw460e21bgIrTlaTHfvpE2rm2XfVxIB6GeyeCDzmeSUjjxUMJy8QVduUnD1vejUfngtd4dCaAypcO4cOHkg68Pwp8diS/KZzifBG4uau4K688rmzLeCd9+bvztE2fPV/I3Hz8RLwWN/ek3p2qj/dPZR6Pqj6+dAgfPZYsuksTobHfG0kfn14IjubRuXhSbu3LeHuJXJdPnlQhrwJOZ/DSJVHADcDNXRn7qKcYdgL3T+Q6LTLFIoObe4aHpx6tFQcjuH/qGXU11sDx1HNpojlbQFYErm4b7p95YgPXd/96kMvYKr71cuDTp5JeWzjFxTJwY0/z+FysjpcPf/Hgm78yPv6ah9aKy7stI+SgYq45ny7IixxjJH0uy0ucD+zuCotNtlxQZivwJTElYXlBMBqXLXCrOS5b4VZzCAHdW+LXc1TwaKVRi1OIFHa9hmxNSKzgMBS4yFAWawrtUDrCFRlFYcjyolLqFG4QYzSpgTzPMcZgigxXFOh8BdNjKHNC0sM9fYgaLFFZSf75J9i4R3lyRPnoLp3RAe7jH0PwRP0J/iffFW2QvcuYhx+jypxoPcMupmgN6ZPPQBvM7lU6D3+CGm6jbIw+fYj2t4nPHhOyJVq/TPT4Y1ScokZ72Ecfo7JLkuZ6dB9MjLv7E8nMMV2KTz4QUOn2JfJPf0IU9XDnJ7jH9zBXj/CnT4CAvzghXBzjk0T8DLNjwuwEZieoxYmk4Z4+JsQJ5dEjikf3yMcjiFKKB3fJHz1gdeczipMTuvfucfHDD7GTLUJ3wpM/fJ9x6GJUyex778PhC6y/9z5+tWQyOuTi3/wJ0f4h6e0Fs3/zx/TWhjA9oXjwGcPxJcoP3geg09uCH/8pYeuA6PJN9JM7mMsvofIl8XqBVrdlboyFrUPU03v4IkOt1viHn6LSEe74MWE1Q+8f4R59juoOUP0x/vgRKu7BoE/IVqj1nHD2WLJl0j7h9DFka0lBPn4EvTH+TObE71zBHz2QcMn2IWp+Rtg6xCddvNI4G2OjVFSQXQnBo7SRXXLwmL0D1IWEhkwkGCXKEqxFJYl4krwX8jSlKxIyhyqd4FrKHKwYB6qsQk/eYVyOj9cUcR+Nx+pCSOJ8hi4zjMsrxs2YWK9xkYQ/PEqwWMpJdgcaF0wFOQlVxoemE4sHK6BAGVZrB0EDHueQFNsA3gVOLzwnM8WTc/lNZOHRseNwSxbXx2eBa7tw76jSiuop7j+VEMOwC0/PFdt9oe+ercQYOJ6KYTLqSJZDJxET6fEZ7I8Cj08Ea3A4Vjw5g0Uq4YBHp0J9Xjh4eqEa6nLnJeX1eCqLrfdwMhXZ+otla4AcTWVhH3XkM0EE2M7mMB2I9sxiLf08W0g4YpDKb7uJOEQXa8FaXCzF+KjHVDoRZTuZQjcWPMXJTPhJTmZiII26kpZrjPTjfCF1T9fyN6/qNVq+P5lJm2kERxdiOJzMpP39sRhgSSSAzpO5hDlQcLaE2Vqo7fMS5iu4WEgfIyPjHXRkLMczOKiuiQ8yj0+nFRurFx2XQUf6Nl0K/uNsqTBK5ma2EoK72MI8C6yKwCILrIvAshAOk9gqPj/23Dtx7Aw0r142DYnl844r24or23Jdv3/Xsc4D61yzysVDV3pN8pW//vk8foX5+Pc4Qgh88OnD+n8YWv/pi7euopTiyd2PKTLBAaRFRQVevUzlPw1oBB8lEkIAfI3zAOqkpCzq4SpMQK46TazSVTZkHVwBsLoKModAiuTy2TKjv5a0TLs4wy4vpN2TI1gvBSNxXn1XlLhKst30e+gquGq3tiQEojV6JJgPjIVYbn2/qfJKeI5PWlIopbK4WsBCK3FfFFBxbPgsE/6JgKRsZsLt4Vbrqqo2ZBK0bWjQMRbKgpruG6gIsuRztiwp54IrWZ0tCc7hvRdXOs20SR9UhFsIlbi42gPKKOJexS466hJXTK7RoNfQnNeARWU0tlKFincm2IrWMr18SRZwa9H7l6TdKCGk3WbqajyMzoRgIRQ5nNccHIWAQOvxVjgNMxrLd0kKOxWDqStRdagpz6HIZS5Wi2ZuGn13Y+WzAt0bgHe4tMfs5d/AA9YV6FBgKqp75R1Ba5R3eB2RTB+hV0upI8+qa1I58MtCjA0nRGNNbCLtELoDQqdHSLt4Y2WevUeXUoc3lhCleBvjohRnEkCRzp9KmAcIxlZemj7raEhpYrxSEBQ2lIAn113yEJP5hGneETVcL5iFrNRMV4bZUnNy7llnnrKoaNVdGxJTClRwTVplfRijiCsU4WhgGrbaTtrG/G1FCrX52tW0qZQNNmMzHFHFJgJilNScHxtY3kYtOrY0/Yztl+nGN48QpN0K+/sMjXl91OvhJvfG5hq5GY2t+2tNi1vZEOVuf1c9lnX58jn11ofVFXC3+n+Nc2vC3aqle08sDSauHUNolX2/0O/CCeZjk1o+bJz3G3XV9W5iPmr13U7cTnJqfR3Qfe54hBzvy+e/+YJl0v/Z3ouHp57vfuaaPtT9vTTRvHX9b9+X8Ct69f8LD7upY/+c70wjBU9DcR027jploo3TG2UbHuT2Ehmz+fnLd7beqNfotmz9EvQb3xFt6k/32jZr2fcNOXuSbvvE17LyITTjYbOtDSVR7IYt3iDENsb4TNkNDeyaZyLpVG+ZIDTlTd+rek3bR93pNX1UnQ3NkqqMijfk7IejpqwZDKvu6VpAA91t67LjjbL9ilZfm2Y8utdvzut++7CpJP1SH1W60cdazt779hpvXOvamJNrUpXVui0Tt9dPpZtzU83jRhBY2qr+X18/pRruls0+klScJSE0baiywJuIYCJKmxB0hNcGr231fYy3AsDFRIQ4kfsnioTJ1EYiLBfF4vEwRtq0diNoXwf6RUxOPrfGpXJOPILBi/HuC7QvUSHIv8UaVRm2psyJfYYJDhM8JpQYnDCg1tpF9asvBDwiuGh0IDa+2oWLKunmI8MGvqCbts9avQg9A36M2lh9uqFkWmsrbcrGdzYeg1q9tA4OgQApw8bnpt0NAGddYjODYlMJ1TxnAa6p4MMXytZloo1X2+b5uo3NPj7T7sbnBmS60W4SbYzneX38wjz++/axPjbLxtGXv9fP6eMX233ePG6OffO1WRfZvC/i580NNBIZP+vYvFe+6h76RTn+9k2lX+BDKcWNSztM5ys6nRgVYLXOGAy6jQtt6+AKi+kZ1kai/jo7I+6PCGWOW86JJvuU0wrzMd4lO3uKrbgt8tkZ8XALl+e4bEk62WUxn4sWSrfPdLYgTWOUMsyXGaNByjoryUvHeJAym68kHTiJWMympN0uprxMuTgnnuwTTu5DkaP3bgjl9mALNdqh+PFfYm+/gZ9NKR9+RvLOb+E++xEhBKIX36L8+LvoyQFqOME//AR9+QXCek6Yn2Muv4Q7ugfGYCaHlI8/QY92UcbiTh5h9q8TZqeE9QJzcAv35A4q7qCH27iHH6O3L0OR4Y/uY268gXv4CWRrzM03KH70Z+jJLnqyT/6jv8C++CZhMaN8dJfk7d+g+PB7hBCIX32X7Dt/iDm4iu6PyD/4DvHrX8cdPcYdPSJ971vM/+zfoJOU5NW3ufi9/5XOK6+jopjZX/4547/3D1l+8GOK4yMm/+AfcfK//M9EOzv0Xnudo//pXzH+jd8AVzD/3nfZ/sf/hNWP3scvlwy/9TtM/+B/Jz68RHTpGos//QO67/06YX5B/vmn9H7z71F+9D0A4tfeo/zwr9A7l1DDLfzjz9CXbhOyBWE5wxzcwD35HKzFjPdx9z9Ebx1Kls/DT9A338Q//pywnGJfeo/yg79E9Ybow+v4Oz9AX7oN1uDPn2IOb+OP70v20MEt3N0fovoTVG+E/+xH6GsvExZT/Mkj7Evv4T77MSgw11/B3fkB0eSAnckBx/fvEICSBEWMdgXG5WhXsSh5hzcRJqooyrO1hFR0le2iNcpYgvJi+FgrRkiSEmxEqPjPg1IELMFq0cnxDiqBQa8q2s0AaHBRgjIRylcU7nV2kXdonIgcKkWJgaDwShO8wgfd4D+MCpIpplrvhrVQOlXZRxqnhYZdKfj6S5rf/bWEP/tRyf6WYmekef/jkjdvW2ZLeHQa+PpLmp88lIXnhUvwo89hfyL05J8dBV48lHDBxVJ4Jj54IIbFlW3Bf1zdkX58fiy4h/snsMrg1WuKH98Tt39Nc359V8i8np4HXr6seHAiGS83dhWfPJYU0UEqdV3dkdDC+UJ4RO48pUm1/clDqTOJRFn31n5FXZ4JtuLTp3JufyQYicOx9PHxuZR9ciHZJrf2BIvS7wgHx2dPJbU1LyWkcftAxuO99P3Dh1KunwrO4sauhEjOFoI1+ew5fYxNhUs5EIzGPBO8y52NPn76BA4ngtd5UmE+nl5IP27sSh8HqaT4fvpE6l8XEm558VDmwIcWa7LVl/J3j2VuF5ko9t7eVzw4kz7ujwwPTgPjrhgXx7PA4VhzsQqs88DlLc2D00BiYdJXPDzzbPcVnVhIIm0lYhho9Xw2j0lf82u3pd3L26KmGwJc3dGUTijef1r45ufp+JXx8e95RJFlezJo/t/pPBt508YwmOw0/7dpG5aIBlsUiymzJ/eBQJJlZOdP0TbCRjHl4gI3O8VlK0KZ47MV64rJMx/vspzPyGxMGfXIspwi77BYO5wXgOr5dIXWinFXsVwsiBcLetmZ4EwWU+zn3xeX/MPPKL77byHp4qI++Yffw1z5C9zZGe70KZ2nDyk/eh9CoPO1zyl//Oeo/hizu49/9Bn68m2Yn8Fyjn/pXdwn3xOp+Ouv4D/5Hgy3UFFKOHmIv/YK4fQh5GvCi+/h7/wAohi1dxV/70MY7RIWC8LZU/SDu+QffBfKgujVO2Tv/yF0epjtSxQf/wDz4fv42QX+7JjyySPW3/9T6eP9O2Tf+beo4RZ2e5fy3seU9z6hfHyfsJhSnjxh8ce/j7KW1QffZ/HHv8/6O5coSkX26cfk9z5l9t3v4hZzVp9/zuP/5/8L0+/Tfe0tjv/X36P3v/wfBFew+vQOsw8+Yf6Xf0zIc/Y+/Amn//p/wo7H9F99hcV3/oLOn/4pLC8oj54wvn+f7Ht/AkDvm3+H5Z/+PmayQ3JwSHH3JySvvIVeTwmLGcl738Lf/SEYg7v6Cv7T78FwG5+X+KMHmLuf4O5+SMjWRE8ekr//R6ikQ3T7VdydH6J3r6BjwZv4228Rnt4FX6Ivv0z5478gpD3UcBt/7yP0Jz8SnMzsDHf8RK6fUkSnj+X69Eaoq7fQyRgX9/BK2DGV1vhg0b4QgKgSvERQVSZLFKOK/JnQItpI2E1rSf+NE/lXy594BZV8FyRVNSiNCpI2G3TtGatCEdqC8gKG9UVFk98WkahLVadSDdajeT4rOnaFGB9RJWInQnRawnFVrL8Ombx/B3wo+OMfFAy7AtL8yT3HB3cNF0vF+TxwMo358IG099Ztww8/F3zDsK94fCY8GiczYcc8X8AP78pidW0XPnwAW4NA8IJreHIqi3JRwsks8IPPKkNlR3HnKXzySEIiF0s5f+eJLJpHVwMfPRY9ku2BGAePz+FiJQDNiyX85LG4v69uiwE07IgR8HQqejLHMzEoLhYC5oyMgGHvHsFnXZnn84UYKQ/OpB/niwqcaoVY7P6pGD7LXPAQpzNZ+EMQY+Cjx0IONulLH59OxUBa5tLPjx+Lp+HxuXyutU6OptK/p5XRM11u9HFLNHQmT0V592Ipfw/PqHRw2j5OemLI3D2C5VqwJWdz+KTu47nMTS8RQ+7RGdw/FsDpMhdD6cGp0C7c2PE8Og90Y0kznq5gtvKcL2RuljncP5Y+bfcVTy4Cj1OPUo5FBgdjxfFUqO/fvGa/RL+el4EPH5asclgXWnBHwGKteXTuSCP4+u3kr+1J+ds8foX5+Fs+Zvc/Jjs/kv80KZkBHdyXyjqbUjNmZJEYMR5NrjvVZ4VvUjlV9b6veD4QPZluLpiOePqUeHEGQHnvLqxXBOdYPxE6ce88oQqGmm6nwnwEovGIWpJdN/LtulHpxdg2LXZz0amP2u1OFQ7wjmfYL8uSUGE63DqrdEUqobEylwWoouyulUdllKqhR9dx3GAYlG0JsOpQRJl7fCZEWtnFQlzvpSOveKFd4Rrp9GwdcIsVAcinLY+yquXSuxabSPggHvUElwFEnagqp+U8EA261W4mCBuok3mMKp+p6aREfbmuZjziixsfX5b4Gu9SAzeBsKHNYiplZKzBVIrJKoqbefDrrMHDNPPofYv5iOMGk2NGYwl92Aj2Djjbf4UQtdzbxuVoX2Jd3nwXraeYYo1aTOW3zgm1+3pdhVFqQoSUECeEThd8IBgjmA2b4LWltCleG8lQCQjtvqqMDaqU3coA0b6Ue6G6r7yOcDpiFQ9xSoyVUHlLHIbcRyx8n0URY1SVgqug8Jp1aZitLRcLTVEID0zpYL5wFIVvbuciL4R/IgTKirNca4WpaPmHA7uhXK1pFHcrA0arprsopI0Q2miZ9+GZFNx6MxvbTR4Q1ZxrZO437pnuBtakdvdv4hoILZahJtSqbp3mqOvdxI88E4qqq9p4zJ8nbV9jNaC6LarzcdSOeTMMsdlGXbbOev+qFSs2rRxFE7Xe4Bd5tsOtlk09nxsQsmdSe/UGHqauV+u2v/1OK73Ri+v39le0i3oODic8g1GpL+FWX/G128/GUx6eOn54r2z6WE/FJv7jlcv2Z7Kn/oc6foX5+AU64v64+WzTFnuhaql4mzR3vE1b1tU4qaTtVYsFiTcCjp2NQGVU4QCCiSsXOKjhbnPeHN6oOmAx2wJSNMNRg5Mwh9eob3O1e7n6kZW0V5B/63p3Ljf1qu1KE9rGUHl81HC7GU9zHiWCZyDlann3/Svt3Fy6Lh+0EaE0QA/GDcbBXr7RjudSOx41GMt3k90G2xBfvy3nQyC5IZ91rydYECC5dr15+w3eeKPqoqL7gpS1k3GD/+i88FLTbuelV6WotUT7MjY73kLF0sf46q1mHqOrt6qyEXoofaQ/aeZRb1/60jyqpNPgO/T2QYP/MAfXqoIaNdmTj3GnwcbU3wHo3SvNPKrBRM73Rw3+Q29ev0kFWA0K4lS0gcKzb87GiaC1AGirzBfBp6gWp1Kn1ob2h+Ipqcp53779g0cFh1dWSNeUEsOkDt9UoRRpV4k3RImHxFfeE68q3RwMvjFA5F+tKtxNZdRqRRN2MdWfLC6aKFIYI2yVm5ira/sVB4mBrUpSfdRTzYJzuNVaAfuj6vnVrbz7psz6waSaEiWeAhDPRo132B22+IHNsuNeW7bGLextvO93Bs0U0ava7SUtBmFno2ydkmpNix8Yddtp3m6du0yqdmPTGjVbGzCrnY2yw+qV1Y3axXpn9OWyRj/bx3puNuuq+xtt9HHYaftYn1cbfayp4zf7/UxZ1faxl7R93H3O3GzOY3+jj+Nue63ruqxu2+3G7fUbbeDx+2lbtrJZGWxgiXaGX16exz3dGGaDTlu2/qwVjLu/GMv6r8Iuf8tHMt7BVAuzSTqUqzk6itHaUK4X2LRPuZrjVnOirQOK6TFaGexgwursiLjXJ5iY1WJObzCUVNuipN/rMFtkWGvophHT2Yxup4v2l8gXF3Qmu4T9q4QiQ+3dwP3oz9Bbe3RHO6y/80ckr38dv5iRf/YTut/8e+QffQ+8I371a+Tv/yHm8Bp6MKb8yfvYl98lTE9xxw+xr38T99H7qCjBXHuR4gd/irl8GxXFlHd+SPTar+GPHuFnp+iX3yN8/D2hC9+9QvnRdzBXXoSyxN3/CPvaNyg//5iwWmBf+zrFd/8tZucQvX1A9v4fk7z2NfxiSnHvE9Kv/46EaIInfu091n/xB5LCOhyR/fAvSN78Ju7kCeWTByRf+zuk3/ljVNoheel1Zn/wv5G+/AbYmPlf/jGj3/lHrD76kPzpY0b/8J9w+j/9j8R7+/RefZVH//3/m+3f+TY+zzn74z/j8L/8F0z/8i9wsxnbv/u7nPyr/4HOjZuk165z/vv/G8Pf+m3c9IL1Rz9m/A/+Ccvv/BkA3Xe/yewP/jXJrZcwwzGrv/pjut/8bdzJE9zTByRf/zblj7+DSjrY6y9RfP9PMNdeQGlL8ckPiN/6DcoHn+GnJ9i3fpPy/T9Cj7axl66R/+DPiG6/Ab6kvPcx0RvfxD/8lJBl6NtvUv7gTzDbB+jxLsWHf4l94W38cop/dJford/C3fkBoDA3X8d98l3BpXSHcO8O2jtUcDgTY3yBKdfYYiULe3CSAaMUwUaoYHmGIC0EyX4xVvg+vK+8Vx7tSkKZC0Nsp0fQGuML8rhPXCzEsNk4QqAxaILSBK0F+IoWz4mylCqmDBWoVUvKrcNQBNvsLxWieGtMS75mtNBh69oIsVAUEnZxDt69rfn778Kf/chzaUexNdD85U8K3n0p4mLhuX8U+PXXDB/ck0X1xUsSqrm8IwbFx4+Er+NkJiGK1yvujm4Cl7bh+3fgxr6Egj55DG/flDDNfAWvX4Mf3IVRX3ANP7onUvKFg4cncv7zI/FovHio+PEDSUcddAU7cWNPQhnHM9FQufOkxVP86B4cbglL6qdP4OXLcDpTnFe4lI+fyKK/X2FNLm/JjD08FYzE43MJI71wIBwao64YSB89knbzQng2Xr0sYRjnhUvkg4di3PRTCZXc2BXRz5q35O6xUMBfngj24mAsYMu7R8JVcjKX8MZLB/DJU1ns90bShytb4h94dCb4kKOp4Dpu7ip+8lhSjDf7mBUSVnntitTvA9zcD/z4HuyOoJ8oPn4i452tJHzz8iHcPxPDZX9kuHcc2B4orIajaeBwopithcX2cBx4dC708OOu4v5pYLcyXk9mgctbirOFqOAejBVnc0cSKWKruFh6Bh3N129bzheBK1taMB/A3kjx8NQx7Gp66S+G8fGrsMvP+VEuZ8w++g4QsGmXsDiXE90Rfr0kKMOqtyWu8yhlHaodWdxlmUl6ZWo1RVlilGeQncoC7UuSo08A8LMl/s4HBCBbONzZMarTx62Wgre4fotw9ACA+MYL+Cf3hMdjMBLF1N5QVFaDxxxcwz28C4DaPsA9fQAmQkWWsF5htvZQ6zkQMFduEY7uA6Anu4SLY6FGr9JB1WiH8rG0qw6u4R7cIaDQ3QF+egadPn61ENrxw2u4R59LH6/ewj3+XHb33b70sT/EnZ+B9+j9a+SfCdlXGO5SPLgLNiJfOfxygdneZ3XvPoRAdP1FZu9/TzJfox1Wdz7H9PuU8xy/WjN8+0XKI2l38mvvsProA9Ca/vVDypNj7GgMLoOyJL31AvnndwDk891PCMag4g5uekG8t4f1GQRPcvtl3MPPZDzXbuKPHgqGwhjCeoWa7OJPRG/bXLlJee9TAKKDS/izY8m2CR7KArN/FS6q0N72Ie7BHQmVDSeE2Tmq25e0WO8wl64TTh5JXbdfgYtjmcfdA1bdLdaTy2hf4rUhKlcYl4s2UQXyBISrIwR0kRGCpMGqileEIhfjwxhCFBN6I0kpLgvBiSiNj1Nc2qdI+hRRD1uuJAwZAIQGPigBozap1gSCiSl1hFMGpw1rPaDENtgPpQIuGEqnWboO6zIS3KoKxKakcIbCa+brmHmm8VV4wHmYzQN57slyaW/SdXz+REI23RSmi8Cwp5rU3RuHhpO5LAJXdhRHU7GV0orvYlhxSgSEn+KRREAZdgKnM5Fs917AkVsDOF/IAnU4actO+oJzSCPBtTgvO/rjqZy/vCO8GlrBsCeLbicScGoI4gk4qsoOEjFItBLMS1YIqHWZSSDg8rYstCBcJdOl7NYDYviMOoIlAfFWNJwhiRCp1eEi58XQqOs6mMhnVXkVpI+BKqtduEpmlWepKyBUreQvL+U3s0qhdm8oYwAxKKYr6WOdKjvsyHcg9R7NpI9JJH1MrBhPzosnp65rZxDk+ikZzypX9FJRCA4BLm0F5mu5Lw5Gjvla5jGJxIjoxK3K7qCjuJDMeTqxYECMbinreymsczHYRx2aehMrHCrGtCnC/VQ15+uyCvjaCwn9vyUD5G+yfv/K+Pg5P9bHD1g9+BgQPQlVS6pr8ck6bVmn4hcsVdTowJTEVby35R+xLqNfCuYjmT0lXlaYj48+FN0U51g+EsyH0GHLraHTpBLUCth+r+HT0JH0IWwm3mvh2ACFr7RlNg9lLabKc9PdblNXzYsRnCeU8p0vSkIpO1KvjfBTbHJ31DtnkIWo0tsxadpyflQ+yuCcUKlTcQxkQsWdz5ZfwnyUeYmv4vhFoSqeD5g/WFZ1BXy1CEXjiKgni2C6O5TFVUE6qEIeRmGqnDgdx40nQEfCSxJCaPAlNo2Ie1XIqddDeckisWnCRqS+GXvz2W5gPmoczsacqihCGwsEnPNN2Rp7I2VlnlSSNDT80e6uXD9jUBWnSzbaoxjuYlyBLteosmg5a5D70uRLXNpH52tJgQW5J4oMlWdtqEVrwX0Aar2SoL610OnhO33KuIuPu8L1EVpehFBp4HgbC4spVYjFxmS2Q6ESChWTq5QyaHTwWO1QQB4icm9ZlilZWQMhPJEJlF6zLgT3sc6r9HQvuInZwrNYevLquq9XLeZjk349qnzt/V7L85Emqn08NlLka7e91jXmIzTQG6m3ujaqzWDY5NCowydKtan3mzCrGvOhgGQDB99giZ6D+QjhWW0SGYIstl+k8H4GP7JxGCX1br4WNl8DWrW/q/Vp6rHVHWswG4Dz6pn2vlhvXVdkno9LMc9ZhxVtHzcxH8+juteqnZM6A0W3mfkMNjAf/aTCmhGwph10Ox6FC1+eu0ZHR/k2jViHL825UL7UXru2DqtDMycvX4o4/BXm41fHv+8Rj3bQcQoo4p0rssgaS1zhAGycEHckbNPr9zHVEzEZ9qqXkmFQgRhtt9dk2+iDW4IJ0Ib4nd+SmP1oi/Ttb0q7L7+JPbgCStH5td9BpSkqSYnf+RYojd7aw956DYDoxbfQ4x3QmuTdb8kOPe2QvPdtAabuX8FeF2xE9OrXBGNgDPb1XxfsSLePeflr0q9LN9D7V6UPb/8WqtsDG5O+93cE7zHaJn5dykYvvI7ZvfSlPkq7GrW9T3T7danr1ffQE+lj99f/PipOUJ0e/W//LihFfOM2nVcF3zH+nX+I3dpG2Yjdf/6foaKYeGebg3/xf5Pz33iXwVuvgVLs/+f/OXY0QqcpO//0n6GMJd47YPDr3wag+9bXiS9fBaUZ/r3/BJ120GmH4d/9x6A00aWrdN+W8aRvfxOzvQfG0P31vyvz2OmRvPctmZvDa9hrLwKQvPOb6MEIjKXzjd8BY9GDMfGb3wDAXH1BsCBKEb/5G6i0A1Esc6M1arRN9NLbcl/ceg29tS/g1zd+XTA3cYq+/bbgj/oT1LZgQaJUjCJdZqKw6x3KC7+GciXBRnhj8drgYsErCdhTuEZrTAdB3vRCJFaK+eCFy0Pla3S2lHbyFboUYKtyDuWK5vdtho0SGnWgjq57pfFBEYKm8r3Iv9VbPwQxCARmoii9onC6+k41Xg9Z7ARnksS6EXH7jdctWsH2UPH6DXnmXrmq2RkJsPSdW6JamkTw1g3p1fagTaF96ZKkomolsvGCB1G8eUPOH05EHRbgjeuy4zYa3rkpvxl04OUKvnNlu8UwvHFN2oyM0LIrJe1c2WrLDlLpz8uXZSyxldAPVR+vbMvnFw6FIl0r6a/R4mV5sYJq7Q1bbMSLB3LOaJF/10rCKLcq2NDlrRYX8soVaTMyUq9C+nS57uOW/FYpoUy3Wsq/VLU76bVpvrf2W4zIyxt9fKFqd3cgYSeQEE9S9fGlS9XcpJJKC5LFM+lLf16/2vbx9atSdtSFaztyl13bkWugFNzaU00fr2zLktpPYdyTe/FgLArGSsl5raQflyZyftxtsSKXJobIyHgOJ8LEK1lDUu9WX9FL5HeXtkzj2TmcVODmWLE9fC7S9efu+BXm4+f80FHC8BVZUJRSpJdfbD53rrwIKNzigtxAPBqT5jneFXSHfawRsrG008VYS6+TYsKQ9WpBOhhDFBFcgd26JBkR/QkMtrH7l0lefovy4pzi/h263/ht7N4hwTs6b34D4hS7fwUz3obxPvFrX8MdP8IdPyZ579v4uIeKIpKX38abmOjaC+ikw3rnKsl7v0n58A5+dk789m8RbITuDLDXXyTEXaLrL4N3lPc/Jn79m+j9K5CviV75mmiXTHawe5ex+5eJX3gTt5jiHt8jefs3sPuXAE/88rvo/hCzdxndH6N2LpG88WuYx/cpjx7R+cbv4OMuKk7pvP4OpH2SF15B2Zj5d/6C0W//fZKX3xBtl3/wjzC9IXZri95rb9C5dsDkN34DX+Rc/NV32f/n/ymzb76OWyzZ/t3fJd4ak1y6THrzFvHlqwy/8ZsUZyes73zC5O//YzEuQmD4698mRB2SG7cFlLp7ndFv/w7Fw3vkjx/Q+fY/xkU9VJKSvvM1nE1Jb72MihOyn3yfznu/ibn2In56Tufr30YlPfRgTHT9BeiOSF58k1DkFJ9/TPLeb5FN9qHISd/8BkFHmO0D7N4lGOyQvPoObnpG+fge8bvfgt4YAPvq1yh1hN4+xIwmlGkf1RuSPPkUDYSKsZRn8BiKsrcFKChzXDoQlWLvCaWk5FKl2kLrhXmGZrLIUSEQFQWkQuseNraaSokwHQTh/ag9H1oAqk4Jp0cZInwQHo8QHA5LGQylN4SgKuOEKlNKk5cie54XqnJt194H4V5QCtJE89pV+Nbrin5XszOE3ZHh5mXHK1c184qe+41riit74uS5sacY9QO7Q9npf/ZUsAxPLwQ38OrVQBoJDuD6vqLfCVzdkUXq3nHg1SuKa3uBVQ6vXlH0OoFBB/bHiq1B4Mae6L48ORcsyc5QdsgvHIrRMurJgr3dl1Te2UrSTm8fCD5Ca7iyFZrU2CSSf1++DEcXgdlK6o2NnLu6DZFRXN6SBfXhqRgG2wMJ17x4SYyaQQo7w8AgFT6PdSHhp1cuSVnvBWfRjWVhH3QCWz0x0KYrCe3cPlCN4XV5IqGK7YH048Gp4ENO5hIeurUvYYvEwv440O8IPiQESeG9tSchodzJ7xKrKiNBDICrO0LTfjwVA2pUcSvePlCkUWBrAMOuYmcIN/dlHqdLGe+gI328tKVIrGLc0yQRnMwc+yPDbOXJysD+WBNHgdjAqGfoxo6tgSEEOJs7DieGcVc4P/bHltgGkkjTTzW9pGBrEJEVgfnaczAxdGIxqPdGYoj0U806Dzw4KdkZGgadn1//wq/CLr/gh89XTH/4J0CgjLpksUC6XdxrYpJeJ/LyDI5uEErtzuqM7kVFDX/8BM6OCN6zenQMRS47v5UESPVwBEsJ0prJNmFeBXSNAeckC6HIAYXqj3AVBThpl7CcNztHQkB3O+gqbm93dmEhdelehTtQqk0XTDoi/w6EdECYnku7cSxu/Fq2HqDTJ8wlpKT7Y8JiKmmQWSHkV2jcfCG75LRPeSwYiBB38PMZ3nvyueyqg40pZ1JWDbbInzwheE9RWtyyChpXzJzJzhhdCOahc/mA8uwEQsD2uoQiF+n4eryTCe5CQl1mvIU7PyN4T75yBOcw3ZTIVvXu7+Nn5xAC3Ut7hIoK3VQa5SpJmzk34y3BwBDQaUqoQht12IWkK3o5gB5O8NU8qiSVedS68jer6lpL2eTqNchkbGY8lrlJe/8/9v7z17IkO+8GfxHbHn+9TZ9ZmVmZWVne++7qbjXJJuVmXkgCqC8jQP+BQED6IAmC9FECBuBooAH0DjB4Z15RNKJpti/b5X1VVmVVpbfX33vuPWabiJgPa+9zTlZms9lNNtkkM1C37s6z40SsWHvfHWuv9axn4SamxYgYpIZLuMtpj6w+ifPCwjOSgsnw22vDa5sXwe+SVbXMirFGqPW1J6+e2sNFUcE9I6Eo52lQHtYLsV6A8WPSoIpy4jExXkTuhaQqJHchPSf06QpHpFMSG2EsWKfpm5A09zBOFbgFRZJqcgNprugnYKykQDqnaO9InaQiIkjkGdoShSMMBG8RBoowEgOpVYMkF/2XWAbn3CDlVMGAnr0ausFYlUgNqNbLcEHgSbwfhvVH4MYQTNlq8bDvWF3wCSCbdlmcunzgh/5wLGfFuCnDEM7dGMZoVmVjBjGg0mJtpYy+N1xPLS7wLM4N6NH1SOioXhlStTcqJR5CdF0y7ls7lLtX2Kcl7gGGIYfRtN5qgaEAMaSyL+lmlCI+DqCbqEF6synwxlk+cr6YtxqJcVOOYZ14Y0qC5/G6HYw7VjXkRszhOCgwUHoYJgo8RT8v7G91c9pt6LtBKDkOHGnuANFjabfnBa7P02pwj8WBHcheXmOt4LGj8YB6/6+i/cLCLr/927/NyZMnaTabNJtNHn30Ub797W8Pzj/zzDMopW74+Zf/8l/+fKu43f5czeZl7QywI1FEa28+VqNRxnwYpy83eHkKF5+Plqjv98vAMy7pDeYbBKjLDQWH7XVH+vaHY5TAwHJ8hWQ2KKR/+fmoLVxsWMN5S9mL+UbSPl3SG/ZN+8OxinUM5nVgu0MZbWFgYYfj2XK9gOkUyDilxBj7UsDZ9rqDALPpdobyFPO5gR5HdaOx3Q4gDxpX6jEbXhPb6w7mHehxJKDvSvIuBTbpFdEGNaz3MqqbdKgb2x+5fqUeB4FuJwXnSpbQst5OETYBpPLsziY6S1BFYTk8X7A+BbmY83y0ydBpF7+zhdrehG4H1+uKjA4GaSS6SMMdqQ8Eqgj2F9fO8zFhDH6E80Op7+JHZGGN1K+SBHWSsCHcIMrH4mHRAzIx4wRgmpiAvono52HBcFputoo090hzRS9VdPuykfYT6PSg23f0+45+f4gxGq3rUm4go/H5rKyZwo2bYHnrjBoNSTba9+Z3wdIY+fLxlw2P8vxgrJG+A/6QL8lYaHswbqkTviT3aO2Z0XG/PBYIfmQg45+hmy/PMeQ4ufW4N+ix+D26eY+ev5VuRs+Pjnur6zeqx/Sn6XFkXHOLeUfXk48c36rujhkZOB85HjxyRvreMNYtdDMwqn5J288Udtm1axf/6T/9J+644w6cc/zv//v/zm/8xm/w7rvvcvy4xNb/xb/4F/y7f/fvBt+pVqs/abjb7S+heZU68dx+0q0VGpML9DKLyTNa41NsbXeKsEudjXaHaqVOaGOSfpfq1F3oq6flzXTPXeQfvIRqjFM7+Qz9d16mcvQ+srVl8svnqD7xDZL3XwVrqTz4FL1Xv483twtvcpbkwzeI73mU7MpFzOo1Ko9+je7rP0IFEfHJB+m+/F38vYfQlTr9j9+h9uhXyC9+hmlvUn3sOdJ3XkTVGoQHT5C8/wr+/qNgDObyF0T3PEn2xQe4pE988jGSN3+EHpvCX9xP+uFrBEfuwW5vYK5dIrr/aZKPhOE0OvkoyZs/wpvdRVQfI/nwDWr3PEZy/gz58jXGnvgG2y98BxVFVO55hK3v/xHRHXfiVMDO268z/rVfY+vtN8nX1pj41j9g+X/+DsH4BLV7HuDa//k7jD3xOLbfp/32Oyz+k/+NrVdfwva6zPz9v8/qH/xPosVFqkeOsfnD79J6/Cny1SX6575g4tf+IVsvfB+co/XM11j/498j3n8QPTbNxgs/YvIb3yS7eIb02hUmvvUP2X7+O6i4Quuxp+i89B2Cg0fxq1WST9+n+shXSL/4GLu9RfWxr9F77fvoRovw0HH6bz5PcORuyFLyC58TP/wVko/eFD0+9Ay9H38Pb3KWYNd++u/9mOjEg8ISe+0ilUe/RvrBq4IVuf9J8lOvoacW8KZmMZdO4x24C7uzgVu+KMZLgetAKSECszk666F7O9DdxiY90svX8EKp7eIqFXQU4eJYNiDnpN6PyUrk5PBVUXuk1TFMUBGQnQK0ZKjk2ifTAQkCWPXJcc7DKKFNt8X25hDDIneadi/EWFdUOtUDAi4xiNwABzJqX2aZsE0GocZklmZDMdGAk/s9XjtlmWrB3ITmw3OWE3sVO6mEXe47KFTgJV7io4sSDqmEQuV956JQjLe7guN492yBVVhQvH9OQgCeForvu/bB2euSiXH3fknbbVQEE/LxRUm17aWwtCHnzyzJpnN8N3x8WcIKU41hGmu7qDp7ZGEo495p+OC84DiiQNg9j++RqrnbPZHxo0si475ZmXdxQi7VlTUJy5xfFi/GiT3w4QWoVxTzY45TlyUk0k8dy1uKu/aKLNaJbk5flbTTVtVxfkVK2G8UjKR3LsDnSwJi3Tst8k7Wxftyaa0IX7XFM1GuJwoUixOOz69JJhFISOrwvLCtprlgVD65Knwdkw353r4Z2O5KOOzEXvj8qsh4dBE+uCD9xmvCsnp4XrJ7trpwYrfiwqp4bvZNay6sWsaqimrosbZtmZ/w2OpI2GVxwufSmiH0FRM1zeV1y0Rd7ruNjmP3ZMD6jnhPFiZ8rq7nVEJFs6JZ3syZbHp0U8VO37Iw4XNtQ6yLhfGAy2s59VhTCRUrbcPcuP9LzXT6Mxkf3/rWt27493/4D/+B3/7t3+a1114bGB/VapW5ubm/PAlvtz+zKaWI5/cTz+/HWYO7/Dk2SwjcBJHL0Hj42hF6hsBz8vD2IikS1pgEk+NX6+iJaag20UENf2wMr1HHpX1cq4WuVtH1IkgbVVCVKjoWzAR+JGyVfojzQggi+e0F4EdYLxRqdS/AaR/nhRjnYa3C6YA8B51LpoLTAXghyisKr4UxKq4K0DSu4NXrqFpdQJvVGqpSxXcGNTaGrtUJJqfAWXSlim400NUaLq6g4ioqrqCCSICmUYTRIVqHOC8iTTUBIcaF9HseRgXkNiTNA/AisjwEG6KiKgQ1dFTFjwKCsSZeo4bfamACD12toat1VKWOrlRRFdGVimsQ1VBxRQrgAbpSxavV5afZJBxv4dfrmHoDr9FExVVcUEEFMfghRvkEXihv/zoY6NnpQAyAIB78OL+4Lk6NXJMI5zvwQoz1UPg4HWCMlsq9SAqq1T6ZJCsROkWy3SOo56g0J9/aQWUG1+vhrBCBkfShZClVCuXAy/qSZtvvYjc3SJdX8etVdOCjd3YIF+alv+9LGEZrsAUGxPeFt6PY/U1cejSErKzMbsm1R+ZXMCbAOE2mIjzlhjgOpQfGhHEeO0lEJ1WkmRgajeqQ98ze4q0SSiPEkSSFGzwUTEZuJDzSrGsaNahXNOMtTa0GOlDkTkIAzapEBuNQQhG1WBEWBFlR6IgCih/BNcSB/FQj+U7oQ70qdT+aNYhC+W6jJptmJZbjaiw2WyeVqreNqhgfUSjAx2oEUSDzhQEEmRqAKUNfjJzAG2I6Ak8YXwNPNn2tIPAFVOl7RfqqklCALgCPJXDVuiGxV+jJfHEg87lCh1Egsjk7JCoLfAlJBJ44xEriLa8YR+thvzCAMHBUCh3FBUtq6DtqMQOgbzUSfTlX6kD+7XsSIqsUFOihL9cz8iGPoFYprkNB5hsX17IWDzE0ldiRO2FUDQNHHA51FhdrLmUNtHCnKByNWPHAwWHq0a6pG++53Dh2+vngmsSBJfQVvqcJAyu/fUXguYLITPzZWiu00mhdkpDpGwqN/jK2nxvzYYzhf/yP/8E//+f/nHfffZdjx47xzDPP8PHHH+OcY25ujm9961v8m3/zb/5M70eSJCRJMvh3u91m9+7dtzEfP0frL1+kX6Tl9muT5AjbZOqXZdodunjExmmbOC1i+1fPoHvbOGNIzp4DHDbLyQsqbxWGlMFuFQgPh3ND+nVrrKSxKiVGRr/AaSg9pPIu/H/K99BFnN9rNCT04iAca8jTSKlBKi6eP8R/BKFsdKNbhFKDdF8VRgPgo8kMpAnOWNJtCYWYJCXvShgnyxX5toRT+tspLsswuaW/mZRqGsjr/Ar59o6kHVsFxqI8RVCXuGvQiAv4gsJv1CVc4hxeMIxoqqIeiVeLBdegJH3Z9YUHw6SlbjR+IIyeKq4M9Bi1ipRkNaRiR3sD3Qz16G7AwZSpnk7pYfqyEp4QnLsh1XYgaxgNQkbhREtCQVoRNeuDe8GrVtATU0VFXiXXJgig18VML6L7HdhYxXY72M4OvcvXwSn8aowOffyxFl6ziarWBQ8zUnEYz5d7qEin3Vw8TqpilHNFVWaNR46x0PVa9Ew4SCcFJamKxT2S2IB+5tPLPNq9kHZXCaYA2aR9r6DAVpDlgrXIcwkb5Dn0E0ueW9JM0hirsZJ7F9kES3d8GIqD3vckrZZi/HIuoMCayOUH2WRK13/oDcfyvSHuISqq4X4Zp5HmN0YnR1sYDOeMgtI1PywrL98rtTUMP/RT4aSw1tFPbhgShWzIuVEDLEFpsJW3UCmjKtZQrqdM1VUjfaMRxs/QH6a8lm00DTUcwZ14uqRPdzekGZct8t0gFFFiQr68DjdyXPJlSNhE7o0yROKpGyngB5T2XjnvkD69Eg5p9+uxKTA9jtAvMB+4QTXjRkVzcv9P3g8vLKdcWs0K3ZgbwucgqdO59YpjTW5FEVrdOsTy9LGQ8K/Q+/GzYD5+5myXDz/8kEcffZR+v0+9Xuf3fu/3OHZMUi7/6T/9p+zdu5eFhQU++OAD/tW/+lecPn2a3/3d3/2J4/3H//gf+bf/9t/+rGLcbrdoarR8O8MbTinFTTamHtl4/ACJsxdub5MPE+WVkvNloDYIZUNyFBudbGID4yIIh5tbGEi9lRJwqhCPSGEkiCFTGBSeB/mojArlF5whSqH8QPq6QnZrGJagL2RM8+J7QYGJGMooa5SnqtDG74gxFkaYPJeHWPEkU4GP6/ZBa7w4FvCps+ggxNoRrIxSUibeJmJQRFGBIXEo3xcsxwhhgQqKjd2BDkJMkhTr0TcZAzqMMKUeg2AEO1LMO6qbgR6Rp2MmILVh3wCXZYWxFsq4UFxrWzyV3dCQKK+vF8gcjiHepLwvTC5gYxy65F9RGpX2Ub0d8Zr1ethOF6UU1ljyfoKvwGUZtt+X2y2KB3pShXeDos4LQUTuxRgVYvCwSK0Xgy9GtYvIrWSvmIImXfg85H7LrUdmfTLj0Us1xgqPRrnUOJQNxysBgU7+VjztMKrkXpBxUcVlYrjBZnkJ7FM38TF4Wm5Rh7z5lmoePV84mGRTzocAytFLTXF7jG7AtwJbDsZVw/omnsdNm/Go4eBrKO9mX9+Mk7hhrJHzP03GUd38TDKq4bVxtziv9c2YilGDoiQT+7I8t5LR00OsRqmTG67PyLyjay/n+/K1zEfGMiPGU7musv008OcoJ4lWUC7hVsbUDetV8GW4iVYjj8hfwvYzez7SNOXixYtsbW3xO7/zO/y3//bfeOGFFwYGyGj74Q9/yFe/+lW++OILDh48eMvxbns+/vKac4509TI2TQgmF+nstNGeR1Cps7OzQ6VSAefo93vU63VcexVncsLmBPbch6hKAxc3yT55m+DgcczWBtnVC8T3P0n6ybtgLdGJB+i//RLezAK6NUly6h2iEw+SX79Cvnqd6oNP033nFVQQEh+7l85rPyLadwcqiumdeo/qQ0+RXfgCu7VB9ZFn6L39ErrWJDp0jPSj1wn2HQHnMFfOEhx/GHPxNK5ItU0/eg3dmkTPLJKffpfgwHFcbwezcpXg2IOY86fAWbz9J0g/fA1veh4XN0g/fY/wxINkl86Tr1yn+siztF/5ETqMiO+6j43vfYfq0TtxXsTW668z9c1v0n73PbLVNWa+9Wtc+70/JJyYoHX/vVz/vT9i4vGHwWa033+f2V//ddpvv4HtdZh47u+x9qd/TLSwQOXgQbZe+CGNhx8nX1+lf+4s41//JtuvvQxA89En2PzBnxLvPYA3Pkn79VdpPfkM2eXzpEvXaT37DbZf/iEqjmnc9xDbr/yA+NCdeJWY/qcfUH3oKdKzp7HtTaqPPEvvrRfxGi2CfYfpvfMK0eETkmp74QsqDzxJ/5P3cWlC5d5H6fz4h/jTc/gLe+i/+yrRiQewm2tk1y5Se+Qr9N57DRRU7nmE/jsv4c/vIRifJDvzEf6R+6C9gl29QnbuNCQdVFEs0KYpanwSdtrkW21smmJ6fWySYo1FBz5eHKKCAL9aQVfignjNCZ9LFKEqdWxYwQQRJqyyMX6AjIAcH1Og/C0KZ2HH1OimgXgVULgirdbXBqUk3NLLNEmmaHd9KRRX2MJBUWvE88oHvnB7OMRxlBtHp2sHxcyMcVQixSNHJexybLdgJCbqMNlSfH5V8AfdTLGxIziBC6uy8eyeFPruyYZkbFxYgUNzjusbgr84sUeozaNAcA2fXBY8hecprm4ILuLq+jCN9bMrEgKYbgpV++4pObfSlvTYy2uyyR6YFXxCmcZ6aQ12T8B2X9HuyfmSXn1xwvHJZaElDzw4e91x5264vqHY7jlO7lN8cllCCrunChknGaTaHlmQ1Nckg8OL8MklyWoRKnbF3mnJVClTbS+vy4a/b0oo0ZsVSc29uAZ7JkUvW72CXn1lSAF/5nqpR8e1Tdg7JQyp3RT2zzgurkLoK6abjgurMNMU78bKtmPfNCxtKbLcsXdKcWZJMpHGanBuWbFrUrAjazuCCbm4KjIemBX8x1hNsDaX1mDPpGMnETzMgVnH1XUxbubH4dq6pVmVUNPGjmGmpdnpWdLcsTAZEPo/2SKwznF1LcNYSeFe2UqJAk010qxv54zVfZIMdvqW2TGf5S3ZvmdamqvrllqsiAOhdZ8b04zV/mqtj1+o5yMMQw4dOgTA/fffz5tvvsl/+S//hf/6X//rTX0fflgIq/4s4yOKIqJR+r3b7eduSimi6d2Df7eKQnRbayv0Ntcw/QpGByT9PspZbHsTaw3NtAdL51GVGi612C/eIUs6pFevkF+/hPJ8+u+8LFwNWUr3tR/gTc/jjc/S/+gtbKdDcukcZvU6aJ/Oy99FBSG2s03npe+SXjwr1O+n3sVmOf1PP8BubeK0pvPid/DqTVx7nf7bLxIuXcGLAszVc6AV+ZmPBlkv2UevoZvj6JndZKfexG5v4bptoR73PMzn7wMOl+Xkn7yBuT6L9Sukp97B9rt0PjlFvnIdY2D1D38fHUZUr62w/Lu/Q/XoMXITsPnqa+TdhLWXXidbW8Nkmov/z/8v4eQ4k89c5Mr/53fY+ew8XpDTfv9DnNK0f/wittdDac3Gn/4vwrl5anfeSfvFH2K3tzCbqyQXz+PXItovfB8ATxm6P/4+2YU9BFOzJO++RkfldE5/SrZ8DTyP1T/8A3SlQra+wdqf/AGVI8eIxxv0Pn6PvJ9izp3CbLdRYUjv9R+h602i9WX6b76A3ViBPCG7dBalNd13XsWlCTbPaT//bbzJGeL9d9B962XyzQ3Mxgr5tUvg+XRffwEKD0X35e/gze3Gn5giOfUOlbV13PJl7NYa0d4D2N4qyvcH3jXV6+D6fWFvzTJs4ddXxeusUkrIwbIcp1Ns8RlJX0IasTxMnS68HyBeIweuSM6zTmNQ5FYIxDKrMYX72WqLcXrgzbBOYZ0eyKCVwxTudVt4NqBMBS2cZb58L/CHXqsg0ESB48PzsrFrrfjoomxI85Nw5roit7IJbnYlLPP5NRk3yWSznqjLxn5hRTwD1zYKWu8APr1aYA4cnF2BTuqoRI7VbahEjqUtcezFoeL8apH+mUpNEYOETDY6Eh65vCHrCwPZ5Dc6srlfKoyS9W3Z3LWC01cVWsum+/ElWNoU7MKZa5DnjosrwvPhe4qPL4qs3RQ+uaLY6krq8NV1wMH5FUVSOE1PX5WNfWNHwJydRDwC69uCzSg3dufgs2uKRiwyXlgV8OzmjhgfGqnR4mnR4+mrMFF3VCPRn7GOtR0B4/qeAFlD39HP4OKKo9sXfpb1HfHuXNtwZEbWfmFNsDljXcX5FUeaCW5mfUdJfZvlwmnqiVG03nGM1cTIAsdOX65fHMCldSf3EHBl3dDuQS20bHQsoOn3U7LcEWjD6lYf31McWmwShTeGPrVS7JoashTvnZFn+IWlHiubKWlm6aSaTl+wT5dWxTjOcji/4qhFjlqsWNp0JJnlg4uWbgIn9mh2TfxyuUH+wjwfX/nKV9izZw///b//95vOvfLKKzzxxBO8//77nDx58s813m2ej7/c5qzl0pnTgLwdlrTsYd4jsOJxaix9jk57uDzHnJOaJ6aXkLUFFyEYiMKPWrj7Bccht44doS53ng+ppIG6gkLSWaEv/3Lz6/Ui5VcRFSU6le8R1Aq6P63FFU8RNinmHeWdHtKCxwWPgBN8hsmxuSHbElxL1ukJlTrQ7+TkO5L22tvqg7WYzJK0xQltc4uzslk6G2F2ujfIrQJF0JCHhl8N8KOCXn2qOUhP9SPZOJVW6CI4rIJg4K/2q9EAR1M2kxlMWuBW8LC9frHGYuP2NFFdDHU/Dgb4D7/RGKROD7g9Ro5NXmBynCPPrVDLw0Au6VsSNgxl1GF4E/299n28omKyrtWEY6P0fOQ54ewMLkkw3S42zbBphstyrDHCaOprwvGxIsvFQ/u+1NuJI1S1KjwktQZZfZKs0mK7NkuKEIkZ55E7n8QGZManm0V0M4/MaDJTMJM6R+S7ARDSWjEK+qkuCMRuuH3QWgq4BYFiRHXkpsR8jPRn6PoOfCnJroCowHloLZ/DkA8CSiNIxikxFqOP3cCTsUDwEACedlSKd7KywF0pV25U0aeUa3j+BlrxMgTghmEMqVWjBnKVY/X6YkgYM8R8WDuk7G7U1CA7yC8wTpIhNNSlKoy50C/YYUd2Fq3FGJL1DmMcglUY8m2Ucg3CLvrGMFFhmt6AvSj1UAJeGRCQD8eAG9NjHcN5Sx2UVPqlzkdxNuW4ozof8LD4w4Fjf0ivHhXHnjIEujjWQ3zI7ESFxamfng2a5pb3vpDnmLGKrPAAlrWIZEE3h/7ciCYqIXz1xC+eU/QXxvPxW7/1W7z44oucP3+eDz/8kN/6rd/i+eef55/9s3/GmTNn+Pf//t/z9ttvc/78ef7X//pf/OZv/iZPPfXUn9vwuN1+AU0pggLQN0r0o4IRb1N9XH57HlQbcr5aGzzJvImZQVDcmyi4iJVGlZkb9eYgsBlMFZlOzuFNFhzHvi+EVoAuaoQAeFPFeRyqKZ87zx8QUKnGBOXjRo0NYeGqlDGMBkFN1RztK/zQyvMkWwbwWmMDGaPFXQMZowUpXe9FAboiRk80Ozt4+lUPDD1J0YLIq8NIDAkgmpsf9A3nF0oJ8Zot6VsZ6jGYnR88WYPpgitaKXS1NpRxMNfiQMZwtuirvQKvcqMe9eTM8LjQowqigR79qZmBjMHMyLx1eTioSnWgR39qdiCjV46rBQArChnWTtfj0zhjsXmOTVOpN6OF3ExpjfZ9lO8V/1aCDSqD1BLLkO84h00zSFOcyVEmQ9kMVxhdJYBUM6yh4QasNYJ0tLZMndWkRhcbiyqgTArfc0NjY2Rnkg325s0PHLogvCsNhXBkk2kV1NkOySSR80MsQCMeztEY2tKDEvTVkT+/G8qs36IGS2X4Ijyg4QZ544YCB1L0rY18vzYiQzlvYTfeNFZLbsFB1goMS77fJONIKfhyA5b1qpv6lrL7ozKOjFv/GWQs+wq2R47jkb6ja68MjLihHkfP10dK18cDo4gBN0z9J8hYlO4ZyPrlceNw6C0b1Gjxh3NFIwZ/Lfrz0aD7nlS1lePh56P30Ohx2ScY6Tte+7OxJn8d7WcyhZaXl/nN3/xNrl27RqvV4uTJk3znO9/ha1/7GpcuXeL73/8+//k//2c6nQ67d+/mH/2jf8S//tf/+hcl++3252hKKWYW99BpbxLXajg0vW6XRrNJ1t3G5jlR427s9bOoaoMoqpF//h7evmNUtrfIL58lvPcJstPv46whPHY/yVsv4C/sQzfH6X/wOvE9j2FWr5Ndu0jlka/Sf/fHUmPlyF10X/kB4eHjqCCi9/4b1B77CumFM+Rry9SfeI7ua8/jtSYIDxwheeclwsMnUcqRXzhNcPJRzKUvcP0u3pH7yD96HT05ix6fJTv1JsHhuwXzce08/olHsRc/FTDnvjvJP34Nb3YPKq6TfPwW0cmHSa9fIbt8gdqTX2PrxR/iVarU7rmf1T/8Axr3PgBhyMYLLzLz699i56NT9K9dZ+4f/DpX/88/IF6Yo3nyOFf/xx8w9dWncCZj87U3mPvH/4Dtt98i395h4mtfY+M7f0y8dx/xrj1svfgDGo8+hdnepP/FpzS/8k2677wGQPW+R+i8+F2iA4fxmmN03vox9Ueepn/lEunlC7S+8k02X/gBfr1O7eR9bHznj6ndfS9eHNF59w2aT3+d7NIZzPoq1UcF8+G3JvF3H6D/9ktER+/B5RnZ2VPEDzxD8tmH2KRPfM8jdF75PsHCHoKZBbpvvkj1vkcx7U3SC19QffQ5+h++BQriux6g9+oPCffdga436b3/OtUHniBfuYZZuUb0wJN0//j/oPfmj1Ba44wlBlwQAF0pnqcVxlgBckYhOgzAGGzh+9YgANNUQKu+JyEcqmMDoKsqaMNAkRMUoRRBgVpXAintILzinCLPZSPRhfHgnNCVSxbikDrdOiHncwWwVNJvxTUvXgYJaSgl/X/jEQEqHl6QMMV0UwyRz6/CoQVh9lxtCwbiwqrMv3tSysbPjcmmdea6YDM2tiUkcmy3hCbiUCqkfn5NODw8JWXq988o1nccvQzBKlwXPMV4Tbg1FicUuXGsbAuF+NKWABEXx+H8qlCHVwtejN2TEiooy9WfL/EUE7KehQlFoB2fXoaT+xXLmxI6ueeAYD6qEcxPKD69DHumFA4Jody5S2TtJoLp+PSKpKdO1iVssm9G9La0BUfmFVc2RJ+7JwWXMlEXo+TcstRa2e4J9uLIvMjoa8GYfH4NZluKwHdcWRfdbHYdnb587+KqpLlO1mXts/IOwEpb6rGsbQv2ZNe4hF3qMTRj6btrQkI7q23HgVm4tin3x64Jx7kVxXhN0nOvrMPuSUU3kfDV7knBkngaphqaaxuWsZrG9xzr24aZMZ9+PyfJLJOtkPV2QuBrWqOW5p/RtFIc31en3c1pVHwyA93EMl7XLLfF+zTTlOs7VhOa/msbjsVxRaeQce/UT5/nr7rdplf/O9DWLp8j6WyjfJ/Uq2CNIQ4D8r6kobY8C5vXAEW4fBk2lnBRjeTiBUh6qIWDJKc/kDf2A8dIP/sQwghdH8OsXsebmcesreKyhPDISdLTH4BS+HsPk35xSkq2aw+zsUawaz/J5fOQ51ROPkhy6h3wPGp3Hie/cg7dHCNq1nG9HbzFA9ilS5Jpsvco5vwnwp7ZmMCuXkO1JoSdNe3j7zuKXb4IONTsPsyF07ggwmRg15ehNc326c9xaYJ38C7Wnn8JtKZy5Dg7772L12yhgpB0eZnqkaP0zp7BZRnNhx9l/YWXwPOoHLiD7Q8/JpyZBmvINjYYe+g+eqdPgbVMPvMkO2+/jooi6gf3k146Tzi/gDY9XK9L9a77SD//CIDK8XtITn8IUQVdq2NWl9AzC3TOXMClCdGxe9l85RXQmurRE+x8+D5+q0U8XidfX6V27Dh+bxWMoXL3g+SffyAFB3fvx1y7gGq0MP0E193B232I/umPBTB85z0kn7wHQYg3Pk1+/TLe1Cx2p43r94iOnJRrrRThHcdJT38IcQWv3sSsLeMv7MFuLEOWER+/l+TT99G+MJuiNfWjd4A1QkOfZYLb2emC9nB5ilev4bp9CdVZK14kQKxGTTAxhm6Nk0/O0Z/czU51Vmq1IA/Z1FXomYi+CembgG5ahF3yMnQxdJt73vDtM8shySTN2hgZqyweZ22RDCWOGzF+C+PDWldGEYsqseKHOTQPV9Zlw2lWYbPAVez0ZZNdnHBcWJa590wLTiAsODLaPSEca/eGwNDL6+Jl2TstGIY4kPh9kguupCzDPtkQEKpC5tvsimFhnMw703SDcvVTDcVyW4yY0JfS87UItnsSippuwPllUdBEzXFxBULP0etmbO7A4pRiJ/UwFo7tVVzZEANublyIuErvQi8dlrO3TgyNK+ui+7G6GC+1WPSc5jA35lhuy3dnW3BtQw0KwrV7sq7tvuh/1wSD9c6Ni/ES+m5AeT5ec3RTmXdhHJa3xMM1URPdRL5DaZl3vOZod8RYnWqKbhRSjK3dk/WkuSIzopsViXQw1xLsja8d1cjRTaAeORIj12+6Aes7so1ONR3trsX3HLUgJ8sdtUhh8gTnoFXz6XQlM23f4iTVyp/PALlVu7ZheeuseBIn68W11gJq7iTijeqkQuF+xxzctecXj/n4Wfbv28bH3/LmrOVaseEZpcm9Ivxh86LGCjS6y2iTQZ4RnvlQ+nY6ZGvrAORJik0yZANQg1LwDNzUI0HaApsBSuL8TjAYJYW4HQkG60plQCkejUsoRQc+YcEpMVqfxHlDrMloDt2gbHwcD45tJmmgNjfkBW4laXdINuW4s5mSbQvmwySS/uCcG2UkHzSrfGyvL1GC/hC3ooqUOT/28ULBfEQTdVmPgqjw1WpfE1TEr+vFw3L1Ogol7DCiu6yXkhUFJdLEYroyb4mt0Z4irMkTP2pViQv/dtCoC0Mo4BWgAWet6BowSSaYmzLNI8tuuH43NM8f4DxuyG0cpAwrdOFr11GMyxLB2BTnx+47IV6QPMMlKc4YCX9FEfn2DmZnR1KXgTzJyDt9vDjAC3xUce2jvXvIZvfRn9rNTmWKDEkFF+Mjom8CEuOTmYB+PsR8pLk3SJkUDEKBEHASK8+N8HnkxhXVbGV5tkgFzzLBTigKbIQZfh+Ez6MsXV+Lh/iAUjV25M8A54bcEP4QxzCqzhKfIWXlBVHSKEIWnnZUwpsvUG6HWIXRVo7lKXdjWKkkWivu7VHMR5YNa7R0emKQZZml3ZbrHwSKqKxV09SUhp3/U6IFUTAMYY1kmo/gUm4EX9gvhb1G9eiPYD68QaqzG2BrSiMTxHAa7VtOMGANGMWCFOnR5b0BxTUa4UAZ4Hu8Etvi8Aeyuxt0XrYht4cl9vPifI6v5AL4ygxGnhyrMzv18+9x75wzXFkv71F14/03mGWI+fjmPb9cxscvF/z1dvtLb0pr4ob4HgPPxxe0GHG1PsB/eGMFTiOIUUW2jDe7C1WTmyc8ei9lDY6oKGevag38hb3ytT0HB/iP+MT9lHwhZV9vXCrlAsRHTgzwH5WTRbXeMCI4KKnaqjk5wH/4+44WuAWFf1DK3RNV8Bb2S9+p+QH+w9t7tHht1fgH7wIEi+LN75G57rhTitcBY08+JdgE36f1+OOyxpkZ4j3St3H//QP8x+RXngWl8OKYsUdF3njvHqJ5wU6MPfa44D+UovnIEyJLtUZ8+E7Rza59eM0x+d7JBwv6cI/4xAMiY6NFsCh6rBweyth6/ClKErXmIyKjPzlDOC94lfDQ8QH+Izx2n+gmDEVngDc1h25NiMpO3C96VIr4rgdFd5UawV6pkOwv7B3gP+K7Hiiu9VBGVW8SLIhuwn13CEYEiI7fN9xdnBN8B4jRGASoOJLsFt/H5bnwoBiDsw6Ti+Fl8lyMI2PEaHQWq33IUxzyNBXnfrkxCGGTxhVgQ/lRSjYiBTdsKsMQDVDiHG8ANjqsdRjjMMaSZQ5j7cDwEExIgZfRdsCzsa+Aw5SVYEHegEv8wIHZwsBQQmkOErKYlNuV+fEhbqA872nFnNwqVMJhHH+6OdxMd00UBoAWynQQTEk57+zYMGunLNke+hKiAQlvROW8M4VRoMSTAzBWV8wU39s1NZRx/7QrZJSUV5A36xLPsntyKGPp4vf1MOzRqg09JYsTDDJDdhd9I19CNCDrKmXcMzWUsZw3DoZYkKnGEP8xX8jtabkWIF6hct6pxhBUPDc21ONEMW+zMsSbzI/osbwmgTect1VVA0zFTKvMpoKJeoHv8jVxQTRYi8PBvI3ipUQpRXMUTPJztF0T6iYZQ3+IuZmoDXEf+2f+hmM+bre/mW18fg92OkP78pdljEFrTbfTwVhDtd6gVx/Hj2L8O33MtbN4M3vwN9cxyxcJ7nyA8PDdOGMI77wPf9cBgsW9BebjDeJ7HsGuLpMtXaby0DOEdxxHhzHh4bvovX6E4MBRVBjR/+htqg89TXrpDGZjjdpDT9O94yi6OS6Yj3dfITx0AqUV5tJneMcexl07i0t6+HfcQ76wDzU2jR6fIT/9Dv7Bu3C9DnbpIv6xhzAXPgEH3r6jpFOLeLO7JXz0wRvE9z1KdPkyyZULtJ75BpWjJ9GVCvX7HmDjO39C7eQ9+HFM+81XGfvqN+h/cZpsdYXWs19n4pH7CSanqNxxlLXvfJvmw49g+yntt99m6lvfYuedtzCdDpNf/Rprx44R7d5LZc9e2q/8iPrDT0C3TXLuc+pPPEf/47cBiI8/QO/QUYLd+1G1Ft13XqX64JPUr14ivXyRsWe/QfXYSbxqjdo997H27T+hec+96EpI5503aT77dfKLX5BvrlN/+Bm6uw/hjU0Q7DkoejxyNy5NSc99Snz/k0QnHsIlPSr3PkZ3zyGC2UW8mXn6b/+Y+O6HMO0NsotnBT9y/F5AUbnrfroHDhPuPYiqt0jef5P4/scxK9fIV65SfehpdFyh+/qPgMIO8aWGSwG2gEoNhcNurGM6nQLvUWQidROSrR5+LNiQsC5GHM0xXGMclFSkVQMDRKFxeMriexaLw2IlLbZ4yNrMoQaGx/ANtnT0iF2swEjKrbHi3s8yS54NMxE8T1EmWpWjdHrwj54U78Md8zA/IRtXI5Z6Kgdmod11rGzBsT2OxUmFp+DAnOPDC4r5CYh94eY4tkfwB1sdqaGya0o2vvmxAqvQVHieY6Ut2I31jiLJHLsnYbyg+m5VBQ+xMCGJU4L5UCxtlVgFwXs0qxJuubgqm/l2X0Ihh+YUcy2xNfdMSchmcVIReB6fXLDce8hjpQ2bHeH5+GJJNvLZlqx3Qd4RuLIBh2YlFNPL5HhmTPAUkw3HuWUxHNJc8DCH5iQsY5xwekw1YLwOtbCoP1NgPtZ3BDuzMFHIOCn4kZmWIgoKzMe0pPx2EjHiJhvCczFec1xeg+nCMFhtO3ZNwEZXkWWwMKkYr4mB14gVVzccMy1hud3oyFwLW3LfLIwrJmuORlVRDTVLW5a5MU0/tWz3HQvjHlMNuWcm6pqlzYxW1cPXIVudjIlGiO/XpQajp9io+Pjaw/c0W1vbxLHUJ+r3E+r1Kv4tmIdv1WZamq+fLA1MRT8Vj1A3cVxeH+J72l3YV3CgeFqum1J//cbI7bDL39HWbrdZXZGy8hVtsVkfnGV8/by8dSYJnPkUcBgVkl29BICrtjBry/I26AW4NEFFlUGKqTc5i1lbAkA1x7Gba7iCwIk8Q9cauJ6EP7zpeczKNUA8D667jQoCopZQrevmOKTCxqnGpnDtNXka+KHQifvBwI+tmhPQ2QLAqBC7sYKzlu7qtvBbqIDuNVmvGp+hd/4CAMH0DPnainh1GlVcnkmmSn8oY3rlsoRlgir51iZOeSRtSdENZ6Yxm2sAVPfvI716WXQ6M4HtdfGqFeKa2Pjh3AJuW0JZ3tQsdn0FZx1JJ8WlCS6ISdc3b5JRtybJVldQvkdlogZ5TjQ9iV/wU4a79mALnQdTk7juDk6XNJMWqk2yVVm7PzMvfCwwpHD3g0H6rTc5g1lfKXQzh9lYkWvtB5ClUlOnSOsN5hexGyuYJJOsnKlxKnt3Q5EN5EBk8DRmZZl8q02+vUOyuSOU/NbSW9smblYJmjW8KKAyO4k6ehLbnKTXnCbxG1jlYfAwysOh6duIzPokNiSzmtR4JJlHboVQLDdqEJoo3wwdDEMtVm6b3DiyzJFmUo7cWoctPB5ifAw9Js7BeHMYK5keg52+zOEpCu4IMVAAGrFjo8Be1CuyATjHoMR8NWJQ/G5uXMjJwDHdcqS5jFUJjLCEKkUnlXnjQEjCnBNPifQdhibqsRuUna+GEvsXPUjYSXhHZN7IY4APwRg2O+Cso9vNyY2k15asyXtmFX0jMjQrUkBOIQyczolRVZagb1YEuwFSa6Xk1ShbpZCrlLHUo1JiCHp6SM8+HEuMqG4i4RMJVUmmUbn2RkXOgyP2BViqiho0joJ+vQh71aKhvL5HASoepjzHgWBZABqRgH1lXDFaPT2McVRC0YeMa8hyV/TNJdLpK+7aP4ZSiusr62y1paJ1oBXGlrXICyMi8Nm3p8ya+9lbmjv+5D1Zp6+HLK61SAwRgPv2Kw7N/WKMj18oydjt9rejZWXpdcAWpdWVswO+CPpdSv+0bW8M3OumvTn4nkuLWihJb8ATYdobUFCp2/ZGMYEd8A/bzvaQf2JLNmKUwnUF3aVwlOAL19sRGnHncN32UPiSSjzPBimirrtdEFmB3RYZnbEDGfOdneHXV1YG68k31gbzukIPdqeNDgTHka+vDWTMt2Rcm6YD8od8Y32wnmxtteiL1HiBAoshf2Zme3NQ7MkWenR2KKPp3Cyjc5CtD2UsuUFsd0eeKM4N9YzCdYsx8nygR1NeP1deH2mDGjwj94Jpb45c62HfEpvj+j1UEfS321sopfErEToKiKbGcc6itcIFEc7zUdWC6H9tVTA43T6mL2m5zlqCOCCox0RjdYKxJuHkJFm9iYmqKKfwMChn8chQzpHpmFz5GKXxtXg9fOWwnpA5pZTZLaIPhSsMEIUrYvMSQZRwTHmsFVJxoMB06CIjRilxoTvnsCgE+gq9kfon5QN+tJR8+aBXI8cwpMNO8iEnSG/ke8Py7UOeif4IHUwvvbnvKL9DPxtGwvoj45ab7ijdTmkAKIYbvHXDPkmmiL1yLDUI0pfjlplGX5arewvdWDc0QEb7jh6X82Y/QcZB3xFjK8uHNWOSkbFKA4wRGbN8qJvkFroZpWMfPZ+M6L+khbd2uJ7RvllemhJDDpQsF4yR50E6cpMYOzJh0dIsL+67n884SLJb63FUz+2eIGf+uttt4+PvaGu2WvR6Pay1NJpjdDdW8IIqXnwn5vpZvDvuxXkV3OoV4vu+Sv/N58E64rsfo/vSt/FmFtGTsyTvvUZ83xOY65fIV65RffLv0Xv9Ryg/ILr7IbovfZdg7yEIY/ofv0v1sa+QfX4K096g/vQ32XnxT9H1JtWTD9B/80cEh07gV0LMlbOE9zyJufAJLksITjxC9uErqMYE3vQi2adv4x04Dp1t7MoVgrufIP/8fcBSue8r9N/4AcHUArUjMb13X2P8mSfY/ugj0mtXmfzGb7D6v34fHUeMPf0VVv/gf1I9doJwrEXn3TcY/9qv0vvkffLNdca+/hus//Hv4bXGmDh+D2t/8oeM3fcg6cYO2x+8z+w//sdsvvwCtttl5h/8Q1Z//38SLSzQOHGCrRe+R+ORJ/HSNtnl8zSe+xbJO68AUHnoabov/SnB/G7CuEHnrR8z8eiz7HzyCdnSVaa+8fdZ/v3fxatUaD7+NMu/9z+pnbiLymSLzvtv0frGrwnDaXuTxle/RfeV76AbY1SO30PvzeeJ7rgL1++SXfic6iNfo/vWK7g0ofbk1+g8/yd403OEuw/QfeNF4rsfIl9dIrtykfozv0L3jRcAqD3yLJ2Xvo2/sBdvbJL++29Qffhp8ivnMOsrVJ/+JslbL6CiGM/0sEmCF0ViWPg+aA+rFEp7JVIQZ50AUnF4YYinNOF4C92oo6IYW6lh0VilcUqjbY5nDbZIhZWU2BCFLym4SmE1aCMxEqWGReYoDQ8FCov2wRollOnKCemVEyIyZ90N1FSeByVx04A8y5PsjdzCyX1w6rKEPsZrkgJ6YDcsbwqL59374cPzskEd3Q1vfyF4jHosVN0n9yuWtyS8cO9++Py6uM4PzcG5FcdUXREHirUdx4FZzdUNMW72zyg+uyZv25ONYfgjzWXewwXNuXUShvj8ungPapGwh+6ZlNLtWx3FkX3w0UWR8Z79ijdPO+bGQTvNJxctDx7RLLXFa3P/QfjsumAx9s8I0+jcmFzW6xtlarHIcecu+PiicGksTDjOLAnOI81gvSPl6M8ti4wHZ4X9tVkVz8W5Iny1viMZRMf3wOkr4g05NC99pxqix6sb8v21HdlcD88LVXvkC3bm3JJjuinG5tq2lLtfbltyA3unNOdXLJVQUmgvr1tmWopeKsyq+6cUl9fFACz71iNFs6JYalvmWx7dxNJNLbsmfa5tGLSGuVbI9Y2MeuxTCT22Ohmz4/EAqDw1Mcb15TU8z6NWjWi3t6nEsRi0/YTJ8dZfKCRSj4fU8HumJIS004fDc/DFknhDDs//9RsecNv4+DvbPM8nrDax1hHEFVQdvMCDQJGFNaJaiyCMce1d6MXD8nZtLf7ew4TXL+PPLuJNzKDSPtHhE5jWGN7kNOH+w5j1FZQfEOw7SnDtKuG+Q6iogssN0cHjKOVh2xsE+48QLV1F1xr4e+5AX7uCv+cIKIftJqiZ3dDZgbSPntmNntuPbk6iZ3bhbW/hLRzEbW/idICe2QPrqwJQnNuLmj8gBlJtDLO9TXTHcQwh/tQsteN30b98BR1F1E/eg1m9TuXInQSNBmHFp3b3PQT1GNvepHbiLtzWMl69SXjoGHQ2qZ64l6y9Qzhep3Xffbi0j+l2qd91N8nli0RzC1QPHybfXKd64h7Y3oBKnXDfYeyWeBOCfXcQXL0oQM7GOK7XJ77zJIQV0qUFqsfuonXtKjqOad5zL/nyVap3npDS9J6ieuwuksDDbG0QHjhMdu0SujmGv+cQ3rWrBPuOYpM+Fo9w32HMdhub9An2HsY/cF5quyzuxVtaIjhwDD02jao0CA8cwWysSartgSPkS5cJFvbiTUyh8pTojuP49QZmfYVg72Hc9joqiDGfvCYbea+PX6lK2McLwPOwQYRTSijVrUV5krLphSHV2Qm8eg09NoZqtqA5gYsqGC/EaB/f5Xg2QZtcPHNRC9/L8ZTDAlY5POUIfENqvSLVBUrDQ2vhABHvhsNoh+9Lp7Solai0QmtFnst3/ILQaZS9U0aEA/OSujg/IdiJVkUMkCQXXEM1kn/vmhQ8h1ay8a5Owey4YDXSTDAecSjGx9y4hABCXzbWnT5MN7XIZAXjIdk8MFFXTDclXDFZF16R2Zac8z0BVSaZvMVP1mGzIZt6owiVzLYgChSVUOq47JoUHS1OKJamHQsTushWURxYUFQrinZXALKdVIyP2TFJb51tFQlUnqzBOqFXn2nC5qQQps20hA9jbkzCSVEg5/uZGB8zTdgcF53VY6FJnx8vStqHMNeC7a4YH3MtaHckTbYSimEw05KwRi91TDbkmoQFeHWnr5hu6kGG2XhdUqUzA+N1RSdRxKEqwkiKyboiyQVPMlGXlFvnROe9VFGLFNXIYZxivK6II00lgbGaJjcWraBV80hzQy32mB0LB2UHltY6ZLlhohlTqVTxPE2lEpJmlmo1otWo/aU815VS3L1XcffeGz9PMsdO4gYpzb8M7Tbm4+9oW93YZmVdQhmhdlhrwFma2Qbg8Ltb1K5/BkC2vEq+JNiMPLHYXodBkPbLv8OKhAQAiydYBluQKSAslzgLSqFqDQkTOFfQthuUBj8OJdOjWhUEvQJ/YvKmsvEljTpK4bwQl4jvOM/B9bu43NBfl3BOnuYkW11QGuNFZJttcI7a7BguS0X0WiRyBb6waiqNqlaxO9s4a8lTSRk2aUZ/s1fMGwinhVJEE2MSOrGWsBGDc2hfE1ZlPUGrhTLi/9S1Gq7fwxlD1pHPjDHk3RSUxgYx+VZbKMmjWLA1Ckm1VQodBhJ3VppgfBzXKyrvRlGBgxnunM7zB5gOoiq2I+txjkE5T13QZOpaXbhTAL/ZFJ06N6Ri97yiyqvCHxuHTCoN6zjCr0QQBvitMVwUCTYnDHG5wW2s0b94iWR5HZwjaDWEO2V2CjW3qyAoiDGtKdLKGLkOyIMKgU0J+20xAJylH4+zo1t0qZERDTJbUuPTzQO6qU8/1ZJCqoQToqQnDz2LcYo8F8ZT52RT6aeFNwRHnkvIpSzfXhYmdhaqFfG8KMRwKEvbl2BWY6Q+iNg+joLOAU/L56MP2sCXejEKGG8W6aY4mtUSw+AGIFqlhumgCtkoyzm//PQOvJFS8P6IjMV5Z4e08M5J+MgBO9u5UM87R5rKAGGg8APJYJqd0pSw30ZlmFE0On1uJLwVeOL+dwilepmmWmbDjFaU9RQkeUlzPpSxBAsHPgPd1WLxOincDTT0Zcpr5ENRnWAEB+MG2TC+N5Q29t3AuBiAkikzqiDQbqDHOHBFuEwyqwA0bpAyHHkOU8SBAs8MQkJ37q7Rqvmsbna5uiLPxNCzWGtlrBEK9327ZojLRf0C2uufWy4UUeFji1Lr5RfRbmM+bref2kZtTnfDI8R96feX+t6QSO6+3BU3Spbh7I1PJxw3OLdvGmskFukky2E0lfMnyvjlp3BxfMP/3ch3ftJ6yu+WTyQhIfiSiF964o7Ebd1oov1gV7qFvn7SetzIv28oRPGl2PBAV+V67MgYo+e4hW5Gr8+X+t4k4y2IT251TdTw4a1BrD9jQHXFhWwtpAm6MESU7+FFIcF4k2B6Cjs2jg1CrB9iKk1MEJPrEKMCAlLBfOQZzvMGjg0lleYkvVY7tM7InU/mOazvBpu5AA4lC8DXDh9H6Iv72VgBlXqeJssFA+LC8h50YpAUdUzAobW6qUx7qeJb/R5V2Z/1hner1z/1E87f8s/gZxj3VjLesPm6m/v+Oaa6ad7RW/knyfDTxnVf6vDTZPiZZPwZzt+q7w3nf4b3959Xp3/R9tc175/Vbhsff0fb5Fgday3GOsYaFdrtHXzfox6O099aI5rfiz82gW2vUXvwV0je/THOWWpH7qP32g/xirBL8tGbRHc/grl+WcIXD3+F7lsvoYKQ6Ni9dH78Q8K9h1Bxhf6pd6k9/Azp2U8xW5vUHv8qnR//EN1oEt9xgs7rPyI8fBeecqTnP6Py0DPk507hkj7xvY+TffQqqjmJN7OL7PQ7+AeO49obmOXLhHc/TnrqbRxOZHzjefzZRerVFr13XqP60BN0Tn9Gdv0qred+lbXvfBsdx4w/9RRbP/g2lcN34jca9D96h/oTXyH54hMJuzz+NXZe/i5eo0V4x3HaL3yPyol7ybY6dE59yMTf+1U2f/wKtttl8ld+jfU//gPC+QVqR4+y9cIPaDzyBK69RnrpPM1nv0n/vVcBqN7/OJ0fC8059XG6775G7eGn6H3+OdnyNVrP/Qrr3/1TdFwRltU//WNqdx7Hb1TpfvAOzWe+TvLZR4L5eObv0X3l++jGGPGRE3Rff57o6ElcmpCe+4zqo1+l98GbuLRP7eFn2H7hO/gzcwSL++i89gLV+x/FrK8I5uPpb9B7W3AptQeeoPPq9wdhl+Sjt4jvexxz9QJmY4XKI18l/eBVVBQTHrmb9LU/wW2vY3s9tr64KN6ZSoTtJThn8cJQPCieRocBKo4hqmDiKlYHWC8g82I6XhNwOKWxysMVni5lLJ5J8LwcT1k0BlcSfeGIvBwCi3PBAAyplLxp+9oOsg9QSF8Uma/pej5pQVaWG7CIC935qniDdzQr8NgRqUhrilTb01cFT9GqCVZh37TgLtZ34Phu+OiChDQOLyjeOyuhiWoEX1x1nNirWdmWsMvJfXB2STAfe6bh3LJjuqnxtGO1LVwYK20J7eydHKa8TjYEO1FiPta2BRdxeU3svX0zQl3eLMIuF1eFg2OjI4ypd8zJGjwFe6Y83v7cMj+hiQPF6UuOew5qrm8qtntw/yHBDESBYs+UVHwtwy5LW4K9uLIuYZdDs0VV21j6nFuWdNk0H9K6l1Vt903B6WuSEtyI4exygfnYFobSY7uEet7TcLCQd6op4Y9rG7LGjQLzsX+mrGor855fgZmmYIHWtmHPtGJ12xXMqZrLa4L5aFXhyrpjpqno54p2z7FnSnN9Q17LFicUl9cs9VhRixzLW5aZlqaXOnqpZX48YnUrQyvFRDNiZTOjXvFoVsV1NdGskOWWLLdMtGK22h08T1OvRGxtd6hVo1+o1wPgnr2q4MSBo4u3MR+3219j01ozOzUGwHY3Zaunisqelh3jUUsNVWOEA7W3g+qso6zFrF4jv3peMmTSBHPtAmZ2kfzaRanvcv0y2aUzKD9Aj02RXvgCpxQqjOmfOY0/v4fu6U8wG2tSh+SLT9GNJiqq0vv8E1wQoqwl+eIT9Nxe0tOncP0eenqR/icfoSdmCHoJ/VMfEBKQLl8nu3SeenOOzgfvg7NUKxN0P/0Yv72NPzlDdukM2cIuzLXzmKWr5NcvYZfOQxSTX92LvXaOrBZDo05+9RzZ1UvkV85jtjbIr8uxbTTRtQbm2jny8TFst4dauyTnL5/F9rrkVy9gly5gSMkbMW7pPPmVRdjZxC5dJL9+mezyOQCyxb3kV86BNeixbez1i+RXL5JdPkO+fI3s8kWyi1+g4wrZ4gL5lTOkjQp5FNP74jTRvoN0Tn+K2Vwn3HeY7Q8/xBsbhzCmc+ojrB/hkoTki1N4i/vpf3Eam/Tx5vay/fFHhGvrhL2U9ocfQWOCbOU66cVz+PvuoPf5pwAEc4v0z5zGJAlRf4f86nnM/G7yaxcw68uY5cvkV8+jwhh/alZScIMQ1+1iOl2yjSKLytNo38N4Gq9MwQWpWBzFoH3xeniB/KiAHB+tLK4Angr4NEM7g2dzPM8IhqMkZ3fga4PxIA4M1nmDzASlHL434jJXYohYp/G0cIZsJxFKC9BUasQI+ZjnCdA1CIQ/ISmq3PZSh3MWYxSdvqaXCt5gbVuzviOb7Nq2GB+rbcfVdcl+aFQVS5uK2XHZtLe7sD5Z0oaLkbC2I+EE5xTXt2QTX9qSUEYjhqVNNSAgW9oU2vbUyHxTDTFYrBNa9tW2bPq5Efrzeiyb9WZHiLjWtsX4qIaOpU3RTeRLufr5Tbi+6Wh3YXVbcWXNEQUiz/KWGoSz1nfEEFrfEQNps6Am7xVl7pe2BOuRmSGQdK2gYm9VhB8kyyUEdH1D1ri6LXLOtmSNnpb1LG+Jp6FRlTHGqgXgNJHiaSttCb8ExbwKoVdf2YZGFVbbguVoxLCyLdgXh2JtB3zfkWaOra6Mu9GREFgjhs2OpGMbq9jqidHSTw3d1NKqKLZ7Fq0lHLfTz3E40ixnaydnaiyk0zdkuaEaG3b6Ft8DrXO2+xa0pdX4+TNc/jwtDhUPHvzlMDrKdhvzcbtx+sIaSWpQWOpaYpNRf4vm9hXpcPk8an0ZHHSvrwxSQ8s/ltFbyKIH+AKTWbBSw8MWtcStsQO6cK9eE36Q0VtQgS5y53QYyJuyA79RH6YBF81kOaZffKY9XFmifpRCvAiLmMwMZDD42H4fUIT1SPoohV/SKpYZGoAKQ1yS4HDYNAcc1lgpjAZkiRGeCyBs1Qe6KcfSvicYlmKsQbn6KBrQxZdjmSQjL9ZjnI/pCfZCB94N4Z2Boopnia5UcIkADPxwSFCkhnzWAx3nucL2e5KOOtidGVCm+/UaGpHHr1Ugz1BaEdQqQ90Ufb1qrcDcgBfHhHuEHddurrP+/mlcEcQv8SLK99C+j/Y00USLYHYGf2EX3dkD5F6E8UP6YZOOrZM6H41lUq1R6W0Q9jfRaQ8T1enUZ+gE4/SoFeXFCwyE0/RNQD/z6Oc+ifHwlMPTltC3eAgwVeEIPQlVlaGG1AQYq0hyD+M0xop6c1cGetwgTRqgGkhs3zroprK+JIVOX3RjjRsAWpPUDsI1usjP9PQQ2NqolVgDwXxQyDRgZh1tDjKjbgrllHiK0VLwnuamMNFo2XhX1FpRwMaWKercCPcJiCEWFCydrboa8JK06gx0MlquvkxvFhnL9Q7lCkZedUu5rBEMinNigNw41pAXRQFRVEb93IC1VFhuyzmGY5VNMaRf12oYMQy8IaZjyEEypKYvYWwAkW9HcDiFAYsdGLP+DTo3g7H8IrVbYQf4EF+VjLk30uAfWBynVvnFej/+KtptevXb7WdqUfFUcCh5GwWsPyx4pGrNAT5AF1TtQFGNiwHNN4BXbw2wDiVlN1oPkvGlfLyM5TVag79wXSv4kLU34O7Q1cZgXlVvDOcNC4ricPjHqhvDeb36iIyB9NGVIZWxPzZW9LVDGWEoY2Uoo6y3WE9NEOnK9wdPMb81Mm9Bow4MKOTLsvYA+la6GdVjZViLfChjoacvy1irjcw7Mm5Z8t7zBjLqRnPYd2xExrjQYzDUozfSt5TRlYDg0XUBqtYY6EbVG2L8VWsorQdcIMK5UfyYEYSfQsDIzkoWi9YSelGl3Iq+jQTkqDTWC9Aml9Rbk+KTotRocmwRflECBCyr2Ro7UjsERV4QZRmrMVZL2MbJW7ynHZFv8Qv3tKcpNhuJ1UQjm2dJO64Ybvyjm2u1UJPjxpLrt+o7mn0wOq760mcgb9ZlC0Y21bKNlqMfHXcA9hwhzyz3OsewzH0ZprpprJF5w6GNPpAxGmBjhuOOyqh+kowjfQfA0JFdqay75kbX44ZrHi0bfys9joJnRnU+ei3L+W6Q8RbXGobzqhGlB/7IsfflO3JocAL4I+e9G8b487Ga/m1qt8Mutxu75xpstgOCwCMOxuns7FCtVfHmZrE7m/j37sKc+1h4PvYeof/2S/hze9CtCdJTbxOdeBCzvky+fJX4vsfpv/86KowID52g+8YLhPuPoMKI3kdvU33oKdLzX2DWV6k//hU6r7+AV9Crd177EfGxu8Faks8/pvbIV0jPnMJ1O8T3PU7yzkt4U7N4M4sk779GeOe9mK1N0ktnqT7yrJSCd47KyQfpvv48weI+dGuc3nuvU7n/cbJrV8iuX6Lx+HO0X30BHcXUTt7Pzo9/QHToGDqO6Z96l8qDT5JfOovZXKf24NN03nwBrzVOsPcOOq/9iMqxe7FZSv/Tj6g/+Ryd99/FdndoPvEs2y99n2BukXBxN503XqJ63yO4nS3SS+eoPvws/Y/fAqBy14OCS1nch26M0f/gDSr3PU565SLZtSs0nvwq7VdeQFUq1E7eR/v571I5ehcqDOm89ybNp56j//mn5OtrNJ95jvaL38cfnyQ+dJSdH/+I6sn7cWlK8sUpao99hf4n7+P6faoPPE77he8RLuwimN9F+5XnaTz8BGZjjf75L2g9+w2677wOSlG99yE6r/6QcO9B/OY4yal3iO55BLNyDbN6nfj+J0g/ehMVVwkO3En2yVsom2DWV6SQHchbcDdF+5K2ZDJLZbwuxeYAtd0mGGtjtYdVPp6fo8kJNHjKiIPHGZQVA0XnCWHWJfMr+EFORun5cOTOw1hNbjRpDjs9SbMMfEXmK3wtHCMaD1fwhkS+KbKGJIPBOFWEaxRamUENklZV89AhzfKWvLUvTnhcWXfUY9n0Lq9LSm27I1VpjywIjbpSsH9W8cE5wT1UIuH5OLa7oFfvCtX62SXhp1iYEKxCWS9maQv2Tw8xH/um4cx1MRYm6vK9XZPiNVjZFuzF1Q3xHuyZEh6QVhUaJc/HlKTybnQEm3FuuajXMqF5/7xjcUIRBvDZZcdd+ySMsdWFu/YpPrsihsXipMw7Oy4kbqWMy1tCiLZ/RtbYqBQyLksJ+txIddgDswUXiRU8y+fXpA5JNZZxD87KnBs7cHRR1uBrqQ5c0qvHgePqOuydVmx2pdLsvmnFhRXJsJluwLkVmG0plBLK+73TEs5Jc5Hn4qrosVkReebGJP16s+PYPaVY2hSPxvyYz5V1S6OiqASw0hbMRz91dFPL7JjPWjtHa8V4TbPSzmjEHp6GrW7OeD2gn0rYZaIRs7Hdx/c0tYrP5nafeiUk8CVd1/f+7vgDbhsftxue1kyOVXHOceX6GjvdPpWdHhPts7i0T7C+DB++BM5hz35C/52Xod7CG5vEXD5LfuE0bmsV193GbS6RvP86eB7p6Q/ov/ca/YlpHB7ZlQuk5z+jf/oUttclu3aRzqs/QkUV4sPH6X3wJp03XsT0U/Klq/Q+/4zuB2/jsozWmdP03ngBVWsQLu4j+exDgj2vkG+sYTbWSC6cZeeNVwBH87Fn6L31Ero5TjA9S3bxC7Kzn+A2l3GdNtubK/TefBHl+ZjzH9N/73X6776M8gKyqxdJL3xBfvFzXL9Hfv2S9I0qBPvuoP/RO/Tffw2XZZiV65iVy6Sfvo/LM9TWNfpvvURSrePN7iL9/GOyLz7A7bSxW+vY5av0P3oDgPz8ZyTv/RjVHMdrjpNfPkt2/lOS8+ewO23Sa5fY/OF3UYHPzskH2Hn1JfzZefIU+ufP0nj3fbbfew/T6zH1yadsfP9P0dUq4w89QPe9Nwlffh7fc+TL10gunSU99R4uz+mdOU37+e+hG038mV10P36fnbdeI1tdIV9fJbl4ns5br6BQjD39Mb23XsYbmyCcnSe/fJbki1NkVy/gOtvk1y6RvP9j8AMqdz2AOfMhenyGoOLhhYEUjys8I9ZY4Twoqu06K750Z3JUluH7CdaLUM4SUNSwx8M5hVMeaF+Ap0qhbU5g+ujAotSQzdQ5oVXPrcI6XTDvl0Rhkv3ijHg1hoybitA3aF24zp1gLZwDp5SkQ2rFdh8+uWJZbUuKcpo5Vts5vgbPD9gsiLuubQb0M2EM/fSyFP66si6gyfpVeaNe3hIcw9qO8F1s98Xg8DwBN15clQ1RayH4Wt4SDEZu5PiL6/LGP9MSQ+P8ioQ5doqaLdc2xcG01pYNOPKF4n2lLee2e45eqtjoDA2k2SZ8cknRqDgwlusbcGkV1rYV/UzG/fy6GAGHFgQw2qoIDX27J+Rql9clyWl5U4yEkm/jyjqcaYBxik4iclwqKiVc3RDjoxIIGHdpEy6tyLq7qYBOzy2LjEtbYkDVIkc1FuzIyjZsdIY1Wc4tC85kuiHytCqAEtDs6raMYSys7TgurIgeJxpDmTJDoRvH9U3xuGx2HNc2HKFvaVZgq+tY27akuSEz0E0sa1s5SsFkU7G+nRP6iti39FJLp5fSS3KMdfQSw/p2gtaKesWn3cmIghTnFElmmWpF7Jmt/1U+/v/a2m3Mx+02aHlu+OKC8HlU0i3Ge1cB8K6cRW9KvY/e5Wu4LLvxi1oNcBoWJbW6UWQ7UtDCGYspaIVNluOKYKuKogFtd9mctdiCg9qVqQnOEY41hE79S31dkZLq0AXGwBE0aoOy8LrwtSpPC4kaRUnyNGXoGC3DAoVcWg3xEkEIWXrD+RuCymVf59BxPMBxDPqOlKBXfjDAfKjAH9ZXL5rJ8gJXAkkvx3R7EvwxsoGbfMgJIhu4fM+vVQZYk8p4dbDeoPBDK98TGZwjTSwulfWYgjfajaQE+7WKhEFQxOM1kVcrgiJsNdrXq8SFnoV3xK/GqCgknJ5i5dV3ITeSUZVk5EleRmhozI9RnZ/Gn54kmJ7BtKawYYwJK5igQq4D+kGTTIdUzQ5B2sEzCX7WQzmH8SP6YYut6hw7pkpufTKj6eUR3VSxtaPZ6ijSTA2iT1opAl8AhMLHoahWBAAaBZbQd/jakuaKXuYR+BLfF1BlgdNQduCar4cFFb+DJJd7rJdqdhI57qeQFjVUcuMGWdd2eFsM8BD1KoN7cdT1X3rl7Y23GyO31k3N99zgeyXXxSg+ZIDLYFhUD2B7Z6ibfl8m8Dzwi5hErVLiUqBWKTOMhmEcY4d/FgrBaYxmmms1iNwVTLXF2uzwu1/6cwAKnpDiOPLLAJgbjDWqh1I3zt2ss7Jf2dfXw5owWt/cV6vhAHFQFhwcwXyoUczHEFhTYj4Ucj/J8fC+GcWSlG30mgDce8fEL0Xht5+n3cZ83G4/V/M8TRTKhmWjelHsAtTs3kEfvyjDjh+gW1LjWo9ND3AL/u5Dcl4htOqAqtbQBR4i3LV38MSKD91Z9FUEu/fLWM2xQVn5aP/hwbzhvuLY8/FnpPCSNz41wCBEB49QPqbKUvEqCNHjU9J3YmYgY7j/yIiMB+WwUhvgWfy53YO1h6UMWuMvih5UYwxVFfxHsOfQQMZgX6kbH39aapTr1sQAE1POBRCUegpC9JjoMZhdGDyhK0eOF6pRxIdEXr/ZFGIvoHLwjoEeq8dOFLrxCHfvk3kbrQJfA+G+oYyVI8cK3QSE84sy7/TMQI/xwaNFTzdYjwoidGtCZJieH8jo7xm51nuKtWnJZglqFcly8TTa8/BCf2CUOeuwxkCe47RGmQydJeg8RecpQdIhTtpoZ4TZVBRRZL0orPbxXSqGiNXkRjg6cqvoJVoMghTy3JEkljwXAyDNhLAqyxVp5uj2HDs92SiNUyS5xiEbshSmE+RFuVk0q8PHZb0iuvfUEOPQrAzBj/Njg67MyyUj9CXbBISSvdzoZpoDNQ7Kyof+EBsxWR9uTWWJeqWGpdMr4RD7MDny0jxVwKQ8PZy3HjPYNMuxQEJCIBiMRoEtnmgMZSzXIGXj3VBGfzjXQMZi7VpJhsqXZZwa2ZNKGTw9nLdZGeJOZkZknCzW43tDfEerMjQopovzCtEviHwlZqP8bFQ3Wkk2C8iYJf5jYkSPY9WhjOW8UaAHumlUh3iNWlEMR+shviMKR88PgSmV4nPfUwP8R7Ma/I01PH7WdjvscrsNmlKKvYszJGlKFAaY/jh5Z5toYg47vx+cJZw/QP7Bq3hze1C1Fumn7xAeewC7tYZduYp/16Pkn74NQUSw/076b71AsO8oBAHJx+9QefBpCWusLlF97Kt0X/sR/vgk4f7D7Lz8fSp33Y/NMnofv0/z6W/QPfU+dmeH+hPPsvPidwgW9hDO76Lz+vNU730U290hOXOa+hNfo//hWzhnqdz9MN1Xf0Cw9yBec5zkwzeI73kUu75MtnSF6IGnSN57DR1XCA8eo/fG84QHj0EQ0P/oHaoPP0168SxmY5XKQ0/Te/MFvLEpwj0H6b7+I+Lj9+PyjOSzD6k9+lXSL05hex2iex+j/+aP8Gd24c8s0Hv7JeKTD2O3N0kvnKH66FdIPn4HgOj4ffTefJ5g10G8RlP4Uu55TNJsr1+i8vBXqL/2Arpao3L0JBvf+2NqJ+/DaY/NV15h6ld/jZ2PPia9fp3p3/h1Vv/wDwnn52kcv5ONH3yH5gOPgDP0P/mA+pNfJ/nsQ2y/S+X+J9h54TsEu/YRzMyx/fIPqT/6FPnGBskXn9J67lfovP0aeJraPQ/ReeV7hPuP4NWb9D54ner9T5ItXyW/fpnKI18hee9VdLVKePAYyTsvo2t1spd/Hz8O8Lx64cky5P0U7fVJuyk68MRT5nkoa3FpH50lqH6HwPdxxhAFMVXvCi6Ksb7UvkB5KGfJ/QpJUAOl2EoqpLlHkkMv9VleF4Oj2zPkeelhMHieHrz5GmNJU0mlrVY9ul3N/IwmSRWOIZGYZMSIt2e8pnj4kGZ9W2GcY6bpsbIlm03ga5a3DDMtj52+1C85MF2EUrRgJD69LDwfoQ9nrwuWYb0joYOji4J1iAOhYP/sinwHJGRxeA6W2pK6enBWQjjNqmyQX1yDPTPibLy+BUcWFFfXpfLq3kkJ0Yw3BPR6fkUwI9t9xXobDi84zi6JjHum4b2zsHtKEfmaTy87Tu5XrGxJyOXkPvj0ioRGFicUp68KRfyojNe3RMZDc9J3rCaGyukrsH8W0lyxtAlHFiUkYo3gMD69IhiXWiwhmDvmi7TltujmwqoYBQsTjjPXS0p1uLou69nswE4C+6cd51cFl1HWvZkfB5yEmw7OwcqWhLr2TSvOLIkex6qO8yuwa0LCLmvbUkNnaUs8M/Njmkvr0KpKau71TcvcmCZJfXYSOV7btngKxuseS1spzUqA58HWTspkM6KX5CSZYaIRsr6TEnoetYrP6lafVjXEAe1uzlTrb37Gy5+33Q673G63bHnSY/3sKQFwJtsEV4T7wfQN9toFnFKgfFyvg6o1hDbcOdT4LObaBQBcfQKzck3ovY0Tqu5ai+TyZUDelrOLZ3DO4U3OYlaXIAhJdxJcmuDPzNO/eBGA6pGjpBfOgFJEM9OYzXV0vYGnLRhDsGsfdrkYd3Ef+bWLoD3CiXGpjltvQSK08Gpqkbzg29ATs5iVqyKjVbikh25Nkq8tA+DvPkB+6awcT81K3ZooBixkGf7sIm5Dytl7i/sHa9eNMamuG1UxO9tgDP7CXsz1SwCEu/djli+D5+FVa0KPXm1gNoV+3Lbm6H0mOs/iCZKLF3B+QHe1h+l0CWbm6JyV9TbvOU7nk09AKabuu4N8ZQmvXqc2HuGyjHDXHtyGrMeb2yPcKwBxHbO5ga435NoYQ7T3IHmxhnj/IfLrl0BrVFzFdXfQrXHcjlDTB3sOYK5KX292Hre2BFFEZXqcbGsbk2S4PMfmko6cdhLSdpf63BjhWINoeoJgYVG8GgBBKNlW1kAQYaIYV2lgggjjhShrcMqj6zfJg5ie1+TM5hRpkR7bSRSr65Z+Yun1LGlicM7hB5og8LC2qPeiJP3VWkcQeNTrPgszmn46zEyQOh2OODT4uvA0VBxpEaeYqSekWSbhAiKh6kazvF3BAZVQsbwlr9HNiuARFDJOmosxUFaHnSz4NkA+b/fEIChLzDcrw+quY1XBJ5R9O4nwfFgk1DBRl40bxAuy0ZHjKBCekNCT8Z2DVtWxtFGMFVpWtgrGWCV9pYS96GP3tGJ1W45nxmG7pyj44sgtBRZCxhqvySbvnKNalHIvQybWKSYbUrytXM9qsZ7Al3BVJZR1O6R4XbtcT8PR7omMoS+GQiUYVgUWbg5ZWyVU7PSH6cbGKhrxsHrvRF04R0Do4nupUPGrIlQ1XnOD6rzjNctOX0IplVBo2UNfjFcQj00vEUO1Hlv6qWCRhEpdDE5TxJTiyKeXGJyDwPdJc1uEYsRjV4s9ju0dyez7G9Z+lv37tvFxu92y9bfWaF+RDbqyco5gWwoDZJcvCwbCuiH2Q+sBtsJaB2kCKPK+cHiM8nzkvWTIzRFGkCZFNq3chiY35L0SH1IAE53gOFyBDyk5NJSv8QtmQB2FQseOhBTKmi9BycY0wk9hrRKMhFKD9E9n3SBDw44GsAsZgSEOhGGq3SiegjC6CZdiczPguxDMRxFPr8ZDXEpZoj43Ig/Q30kxnS4O6KxI/Zs8yemuyhM+Tww2F735zarwfGjF2K7mQEcl/kNHAV7gi1HjVJHiOsR8jK5Hx1GB+Sh4Pm4RiC/1UGJcypxLrQX7EU1NCCA3y2RNaUbW6ZNsd0naXeozY3hRgN+oEU+Oo6Ki/osxYAxeqyUVbqMIN7ubPKyShXWSsE6uI3ZsnY6N6ZkKXyxVSDPhpsgyRXsnp9/L6XVzet20kBd838fzFZ5XpN0awXIEgUcYaer1cEDZ7lDEsWZm3FGrWCpBEWbwzCBkMRZ1AMENJEbusW7q007kOMkUaV7cbyXuwo3gNRhiDcoN8stYhYG+1TD84dwQpzHayrH8YYY1/i3oYXIz5NMwxg2O+31byOluwJSU4YBaRQ34QQT+U+BgvKFcg1bI6NwQVzE6lu8Nvo6zN699NN23Gg37hn7JpzEMb92ggxHMR1kLZ5QvZVTGIQeKo8xyFTI6OQ5GsDOhfzPmQzEkrSuxHXKcD86PYj5KDIlSagSHowdyuREExAOH/2KVbf86223Mx+32F25hvYUfVwGFt+8EBDEEEeE9T4L20JNz+IfuAhT+HSdRY9OgPaJ7n4IoRlXrxA8+C1rj7TpAcOi4pG8+8ize5DQqCGk8/U1UGOFPTFJ74jlQisrRu4jvuBO0Zvwbv4Y/Ni4U41/7llTKnVug9vDToBTx8fsEh6E9qo9/HVWtoapVqo99DTwPf3aR4MjdYoQcewA9MQueT+Xhr6CiCqrWoPLIc6A0/p6DhHecKGR8RvAkQUj9yW+gghBvbJLKw8/KWIeOC65EayqPfBVda6KimOojz4HvoydmiE4+PJRxfo/I+NhzImOlSvzQs6LH2V0Eh0XG6O5H8KbmwPdpfvVXUXEFvznG1Lf+PmhN4667aD30IGjN/P/lHxLNz6LjmIV/8r+h45hodpax574JWhPfeZLowBHQmvqT30DXm6i4QuPZXwE/wJ9dpPbwU0VK7cMEu/aB59F45pvoSg1drVN7/BugPbyFPUTH75Prc/8ThYwB1ce+hopidL1J9VHRo55exOZSvVb7QcH54UsNlSLon+70yfspptvHJAn5TgeXZwNDxyWJGJrGoKyh7zfo5yF9G7Hcb7KdhqTGo5dqkr6l35eCcGkqeJLSw5BnhizNyVNDnuVkSU7Sz7HGYYzFGEeS5OS5I8sMWWZJM0ueG/qJIS0YLcvNeGHCIyje9idaVSkwF3hMNMQYnh+Xt2ClJFxQYiLuFOcOk3XYXYRTDs5JX0/Led8TT8adi7LXzrbkrV8habvVSPqc2D3ERxyel/O7JgvMhYKjCxK+CTw51kq8EnuKEMn+mSHe5O59Il8lhPvvkNTjuXE4WIx7117FWE1CHnfvlzHrsaxNIfLNtuT4zsWhjHftFRlbVcURgWexe1LYV5WCO3eJjKEPJ/aILOM1ScEF+T1WyHhkQeaNAgnnKCVVfkusyN4p0ZunhS7e1yLHwVmRa6YF00030GMlFBmPLhR6jBX7pmWsuTHxnigk7BIWTKl7piRkV4tguilGwXRTUw0lm2lhPCg4YWB2TF6GKpFHoyL3xUQzIvRljKlWBa0gDDSTTenbqHjUC6zIwmT8N9bw+FnbbczH7XbLpj2fiQPHiuwGS4a8UviTCxAEeOMzqGqTbHYRf/9x3OYKZmOF4M4HIKoI6HLfMVSlQrCwH4KQbO8hwuMPEOw6gGlvUn3gSZwf4NWbRIeOYb2Y6vF7cFlK99OPaT31HHpqHtvr0nr6q1iniOYWiA8cRDXHqd/7ECrpkF69QPXBpwhnZ8E5ojvvw2/U8WcWhItkbjfBkXtwm8uY9RXC4w8LpXsQ4u8/hq7WCHYfwOHRX9xH5f7HCXYfxLQ3qT30NIQRXq1JdPAoXqNJdMdxXJ5J/Zn7nySdnpf6M/c8ivN8/MkZvNld6NYE0dF7MRtrIuNDz6AaYwBUTj4IfkAwvxuvNYmenBPdHLxCvrZM5d7HsTpERTGVY/figpj6sRMYo6keuZOZX/0mlQNHSFbWWPi//rrwqkxNMvHwfehGk+Z9D6Ax9D7/hPqTz+HPzEttlwefRIUhwfQ8/vwu4sUFKnc9iNlcI71ygdqjzxJOz4ihcfJBdLVCuLAX3Rwj2b2X6K6HMEuFjPc/iQsidFwhOnoS4xRuYwVzdUnYaQMPr1aBNCfvCqNsEIck7Z54zoRSE79eQfs+KvDxq1XxgCTJgGU2CeusM8VqOsFW38cWWRpJ5rG1Y0hSQ16wchrjyI1scllS0Hc6SPs5fuihlSJRGZ7v4Qcl/iPH82r4viLPLVlmqVQDskwyZnLjMVl3LE4qKqHCWpgZkzTcOPKpBNCKcpp1n5kxQ7dvmW4FVENxqc+2FHEgAE4pSS/GwGYXOn0xCKJANrvZMdkUFyZE9KsNuGNBNtwkh0Nzss56RYCqoS+4iX4GSxuCpyhlPDgvax+rS3n7yIf9M46FcamdcnS3QyMVfEuDY2FSNtXZMcuxPZrVNrS7juN7ZQ1RALunZd4SpHplDY4sOhqxyHhkQeZtVATLEQewb1ZCOUsbjmO7oFrIeKiYd6IBjVhq6ByYg05fUoGPLEjoRmvYNemIfBivi64mao5dk2IQ9FLHnikxLEJfDI44EE4Q62Bpy7F/RoyN1IiBo9SQiyQOBMsiFPDStxqKV2JxQuEpRaPiUY2gEhhmxz1aVT3w7vi+MOAuTAbsmxUDot3NqO6kjDdDerFX1HaJ0MoVPB8hvlY0agHOKba7GZPNX5J6938F7XbY5Xb7qS07+x75+Q8BcOtrsNPGOSthF2slBa9IryWu4LbbgJMy9/2uGDCFr9EYR7bVBqWwQZV8fVXK1Vsf1+/LH3MmIRPnR2Sb0jeYnCTfEDxEPNmEPMOLQ6oTdVAKf3wClUlA12uM4XoSqlBBIL5d3x/wOhDXsNtbgMMqX2Q0lnRbUoMJAqGIVwrdHMe2NxDm1PogBFM2VakWJegVujWG29kqxgjB5ELB3SvGqjdxHQlw++PjuM4O4IRq3Vqc9uSNXymSVJMuLeGsJUk0ptPBpDnb1yWI71xIurIjRsL+WbK1VXCOsTumcWmCDjxqE+K58ltNdN4r9DQpWBTnhNnU5PJkLyjmvdYYriMABK81huuKHnXgix49fxDSMkEVU1wTFVch7YOGsFHFiyN04KPCAJdkJBtt0p0e6XaXpN0jqIQE9ZioXkGHPl4U4sUhXqWCCgJ0HKMqVZI77uVKeJA2dVaTMbb7Pt0eaO3o9hXLqxnGSElzkwuOw1nIjWFzpSNhQCXu7iDyB5WHlZaNQxXhorGJGs5aKjWfLHM0myFg2TPvUy2yMOqRRRdplTO1LtZKanekJdSWO03PSOpEL4/Y6slG4lAkmRqQuzqGabAgb8zdpCgrnwsmBIbhk8CjKOkOke/Y6cstVlKPwzC8UouFfh2klkk/K9z6dlhivgy1+NrRLjAhnrb0kvJYZIkCUJ5GFWOVGIhyjtEU3kC7QTn7aiRGlXPiWs/tcC3l+bSQsRoKn4dzbqAT3xP+EBBcSjluq+oK2vYhs61WkqkkuhH8h3OShZQXa86LuTwt4TAQD0gvlbEiH4yjMAoozg/DT/XIFtfEEXpucP2eOh4SeIoz1xKubYhS904H7J4OSTLDR+e2ZF7lEFSOZLaUqdco76YQTOAr7j7Q/Bvr/fhZ9u/bno/b7ac2l5Ubrio2X3cjaYEd1jOQTVv6Dr/HIOA6yhFi+wX6SxUYDIqnZNHf9vuDp5btlX0Z4CpU+ehzDpclw1ozo/ViyvGMKYLNDpv2b5JxlL/ClYYUDGqmyKv0jZwkgOijnDftD5/GZhBYH8qY9kf6FuuFoR5LvIi7UTe23x/gUkoZB7pRYLoF0k8XenRuqBuKeb1yPb2bZbRDnbvkSzLepMd8IOOoblyaFJgbjU0ytB/gtBWAQanb4seZAmOT5pg0H+jeWYv2POFAUeDCkLQ2wU7eYq1fZ20nxDlHp+/o9YWPotczRQjFFsOLEWJyi/Y01hnh+AilpozBYo3ge6yxWCfYjzy35JkBpWg0I+JYo5Rmp8fA+LDWlRnYA7DhaHMjtVhGcRmjx+W3Rr8+ej67BZ6jNDBgaJiMfj76+piZYcrr6Lj2S7caSNpx2TcbGbccz1j5k3FfOn8rzEk2gmXJfoKM5X6aj8iY3UpGB96Xzitu1EPZzKgeR84PatrcpGcHqBvWUI4xekVHa+KMjjt6/awFPMhGhCiPzchn1g3xI6P3za3wPaPf+9vebhsft9tPbcG+u3CJeAW8Qw+Qf/QqanwGVW2Rn/kA/457MMtXcJsrBCcfJ/3wVZQf4B06SfrOi+j5/egoJvv8Iyr3PEbv1PvY9gatR5+j/cM/wWu0iA7fxeYPv031rvuwSUr31AeMff1bbL3yEqbTYfKb32Ltj36XYG6BxvETtF/+PvUHHsczXfIr56k+8XWyT4RePTr5KMlbz+PNLuJNzJB9+g7B8Ydwa1exG6vE9zxJ+t7LEEbEh06SvPk83q4DRGiSU+9RfeRZks8+xrQ3qD/xDXZe/i5eo0V85930Xv8h4ZG7cVlKdu5TKo99jfTjt3FJj8rDz9L78ffwJmelYu87LxOdeJBs6TrZ1fPUn/wGvXekXH31gSfpvvo9/Pk9+FOzpB+/RXTPY2SXz2HWlqk/+Cyb3/1jdBwzdddDrP7h71M9fhdZqlh/6RXm/tE/ZPX7PyZZWmX3/+2fcPX/+P8RTk8x89XHWfv2H9J8+FECz9L/7BStr/0a/Q9exyV96k9+nZ0Xvk0wM0ew+yDdN16gct9jmNUlsisXqD3zTfpvvyxYkPufoPvj7+Ev7sWfmCb56A3ie58kv3IWs7ZM45Hn2Hn5e+i4QnzyQbZ+9/+N7bTJE8Fe+LUKOgqw/QRT7EjK0wS1CM/XKE+QlDoY1vMBUChctY6LauzoJktbPlupY2vHAIo0sSSJ4DVMbkhTg3WOPBPWVKwYN7VmRJrk5JlFaYXWBQtq8YDP0hw/8HDOkfQzKtWQKNSEgaJWUUi9QMfuCXk7PzjnsdaWgnJ7JmustXvEgUc9rrC13WO2HtNONL3Esn/O52zBzLkwpvjs+tC9f3lNQi2r2+JNuGMeTl+RcMHcGHx8CRbGxSF1ZU3Kyl9aEy/Gnbvgg/MSdpkfh1OXZKxeKhVh794vabvGSt9PLgt+olWVNNZDc5JZs74NJ/bCB2cFNHp4UfPmZ5bFSUUtUnx21XHPfqmqu92Dew7ARxeEB+TALJy6LHTyDlnP8d1wYVlkPLFHZGxUhus5OCs6XNoUGc9cFxmP7oIPL8BEXTFec3x2FQ4vSIbLZkfGOrcsujgwI1TtEzVFFMC1DcfeacVqUUG3PB/6ggk5uySYj9wIs+kdc3BpTQ1CQ59chnqsmB1znFkSXEqWSwr0HXOKqxviodg75XFhxdCoaBoxXN+yLIx7RIFYFPtmQnIjrKW7poaYj4XJCludlMlmlW4/Jc0tU60Ka1s9fE9Tr4asbiU0Kj4WzXY3Z37iNubjdvs73pxz9C+fxnbbhFO7hHTLOfADVKMpBFZhiK5Wi9BGQSDlgILqWnk+OorQYSAFwor3BqU1KC11NgIf7cvbrh+F6EB4HnTgi2scBj+2qEuGlrdStEa54rfn4VcqgEOHIX6jhh514fvBgJ5bKSWZJ55f/KEXr2VlBdOiX+GvF33AIEvCOaELN5mRN/his3NOSTqnLbNnCgbWQl6n9OCt0lrI+zkqs6jEkO4k+GlO3s/IeymRk40a7aF8D78S4kU+VmnCWoQXeYQTEdgIL/YJaiFBNUAHPl7gC4+GKt7UVLkm0ZMOAzEOwwC/EqODAFWJoB7jBT5eHMnSfa/AbgRyLYMQFXiiN9+XsXw5dlayhGxeFLkvfNMeDptk2MxgjUEXzKvKU2jfw/M9GcfzhtlESglZ2dgkfV2jYyLWtn02Ng3VqkeSONI0J0mMhFxywW2Y3OJ5Glsw3zbHKyil8Hw7eGVVSkmf4hparQiigCwz1DREsUet5hGFEEdyLw8o3B30Mw/jIHeOnSzGaUVsHX0bU3U+dW+H0M+IPY/xqtSBjYKIVsVSCxVxCBN1SyUUrIhzoJVGy21cOrNQyhW4Ftmks1wim05gMuKIKt6+nXOYIovFGkgSCRkYo+j2JR01Cx29vvRJU0c/AWcVaWbxDHLvFze51oID0UVxvfInLHApWnND4buyWuyI87Ao6CfjWSOBkkFGixMPgHOgyj/ukb+xcl2mlGtkLoUb8LWIvhy+lhCU1mpQFFCrYSqwUo4okJBH4LlC5+LV8T1xCvq6CNUoCRV9ef93ShVFDgv6fRynr6R0E8euKamerBRsdzKWNlPqsS4KzimGK1DFuKr8r/hMoYpHkLGO05d75AYOzEVUor+9OSG3MR+32y1btrFE7+x7AHhpD51IGEB1topUWwudHQBsr4/ZkWPnh4PwhAqETtwZQ96R75s0wxQYCKs8bFcwISY1UNT9MIVvOUssWUfCE7pSxfa6gKNW0BP6cUBlQo7DqYlBOXkVVyFPb3galim7ImMERbgl7/YFm5EbwXxQPAuFYRwVxbgiBKKKlNoBhqVY44DeOa4UoZfhn5QbDYz7wSBdGC8YUKKPdJbfSpEbhel0cM6JJyHPydOczrIE6a0FW/ik/UYd05HPa9PVAqPhETcFf+BXInQRdgnGWoPQmVew2aIYUMATxcPwjx8MrmVJnz8MTymM08U1AZNbemtbaO3hrMWPfLw4wK9GuDQn66dgZcPXvodfjcQLUonwIklX0Frj16vomVlMY4J8cpEvmg/ywcUqS+uara0c39ekaY5zkCSG7k4i90xuBGDqKcIwABxjU3Wy1AyyW0o5rZUQy8b1depjdSr1mKgScvBggzBU1KserYZQsAfDAsZ4engpJ2ppgeFw1APRUagS6r5chx1bp2/kLbibRgUuwQ1SYrNck5oCUJtp+gUmpNeXW8tYYWSFEXpwhAsjLSNZhSzWukF0bzS9No5KbMbwfLnpAyhn6UtWPIFfhEMUBIEejFUe1yuS+WNLO93dKIOzYvCoQk9JLveKGwlZlOncoT+81cNAQiujhotSQ8xHU2BLKKBeGZa2H9XJ6PUpxyqDsqMpvNYOU3DLvuVxsYph1WFv+DccD/AfDr9Ir9XKEhTHkS/YH4BAD9NyPT2M/ZSptjdS3t+camusxjg5Hq97HNtT4W9Su51qe7v9hZvyR+tx/4Tj0lVeFlpQChVEw1eYIGTgPSg8CSoYfl+FZd3xAvyo1LBUtVLoOBpgDXQ8UqO8KGk/gJ2VnozyCeYHDN6VShkHpe2VzOVG5mUoHyiUH1I+TEpq9Jv7jq63fJKO1k73GXhRyr5hqZti3IHVoqXvSMGKQel656QGTuGxKXWpo3Awr65Uhn3DsNgdGMxLOJRR5v2SjCMehxt0MyqjKmQs9agQuYp5QWFzS7LTI+ulmDQn76fknb7U88nFQHDGFrTrHn4U4EWhZMWEPl4cosMQHUWoahUXxuTOxzqNtY4kkXTYLLP0ejnGiDEzSKnNDDazZKlgdqx1gu8odmPxUokc1lgx7PK8wCMotKeo13wqFQF51mJH4A83oVFuCT3iESvV6UZel0f7jpaxH54fjju60Q04J0b6lpTfDpFLfenz0bf0wBt6Cv2RvuWfVSlXacgM/lRH+DoGt8dI3xL7MTrvaCvldsW4N42hbuw7KmPZRmvS3GrcW3J7jOpZ3/rzL4/15eNRQ+aWY42cGHpgRq+1Gul7c8hk9Pv6hr43yzg6b+D97Q6/3A673G63bH5jgsr+uzG9NsHEPHblsmA+JucxFz9BNyYgqmIvfYbefQSzIniK4PiDZKffQ/kB/n4ps+7N7cEpn+zsKcITD5Ke+xzb3qRy/xN0Xn8B3WgSHjhC59UXiI+exKYpvc9O0Xzyq7TfehPT6TD27HNsfPfbhHPzVA8fpvP6S1TveRCVdsivXiR+4CnsBWFk9Q+dJP/0bfTkHKreIj/7Mf6hu7BrS9itVYJjD5J9+q7wd+w5QvL+j/F3HcApj+T0h1Tuf5z03OeDVNvOGy/gNVqEB47Qe/tlosMncFlGcvY01YeeJv38Q0m1vfcx+m+9iDcxgz+3i/4HrxMduw+ztU5+9SKVh56m/8GbAMQnHqT7xvMEC3vwxiboffQ2lbsfIb9+SajnH36anVdfREURlWP3svXC96gcPoZxmq0332TqG3+P9rvvka6tMfOtX2Plj/6YYHKC1n33svmj71G/9wG0y+l98SnNJ5+jf+pdXJpQe+hJoYufnCWY303/wzeIj92Hba+TL10hvu8JklNvg1JER++l/+4r+PO78RrjpJ+9T3D8Acz1y9iNFaL7nqD39iuoMObK/+P/TmelgzMW7SnBfEQ+JjMoB9oXr5HyFEElwq/FeFGIX4lRYSBEdb6PbjRwjTGyuEXHa3CtXSXJwGElFdbYIpQEzjipHWMdPj6e75FnBs/38HwtmVVpTp7l5Lkl6Sb4oY/NDd3tHkEcMjlVY2y6ThQHGCs4D63FZS/FxxR37Za35L1TsNQW3o89kwHXNw3VSFOPfDZ2csZqVZStkKYpuxsNVrcNCkWrFnB1Q0qyhz6sbUtJ9s2OopdKKue5Zdm0Z5pCnz4/LsbT5TXBblwpMB9HdsGnlyTjZHZMsCL7ZhTdBK5vOE7shbPXRcYju+DURcFTNKuOz6/CHQuKjZ0S8+Hx8QV52z+8S/H+Wcf8hKIWK85ed9y5W7HaFobSO3cLlXsUCB7ls2vy2yE054cXBPuRZIKn+PgSNCqKmZbj9GXYP6voZYL5OL4Hzi8zSLX95LLgYZoVoUQ/ODvEfBxdFLyLp2HXhOLimmO8pgk8WG47FseFLbWfCj365XXR41RDvjfVEG/NatuxZ1ro3dNc0pPPLgl3x0RdqvQujJfVcR37pgXv4px8fmXdUY811dCx3HbMthT9zNFLHHPjHuvbGUopxusea1sZtYqHr6HdzRivB/SSnMxYJhoR69uJpNrGAevbKY2qj3WKnV7OZCNgs2MxFuYn/nan3d42Pm63n9iCiTkC5gDw9tw5+FwfewznHNlrf4S99Ck26WKXr+B2NjBxiP38LXlDTjvkp17DLF/EZpb8/Ke4pEv/0w+xO1s4Z+n9+Dvoap186Qq9V3+AWb6M6fZIzp1GuZytF1+QzA+TsfoHv0M4M0vj5Am2X/kRydVLxKEhv34ZHWi4dErCAiYl+/hVVGsKVRvDnPsY22ljV67gttbAWpJ3XxLcw/oKyVvPk10+A8ojPXMKTEZ6WmTEGXae/za61iC+fg+9158nu3oR2++Tnv8cl2f03hMwp+332Xnx23jjU0T77qD/7o/JV66TLS+RXbuESVK2X/o+AJWlFTb+5PcIdu3FH59i+81XaZ67RHrhDNnKEuNbXTa/90foKKZx7Rob3/lD4k8/Bj+g8+F7+F5O9/23ydubbNV8tn/wB3itcczSJTa+/236F85CltD7/FNMr0/ywWsS5skSdl76Dv7ENJVDh0k+eB27sYrZWMYsX8UZQ//tFyUstrNN77Xv480s4k9MkZ3+ALPdJr98FrO5ijOG3qvfR4UxulrFphsknYSwGhBkBlu8uUmV4OKnxPpojQ4E61PWedGBD0Eg+CJfjnOjME5wF56vMamRGPnAaaTwRl7Fy4wgz/cGeBxjLFmSicfDWrRWZEnK5OwEC/sn8YvXYKWUFKHzhQU3L3AKp6/C+o5s8OeWBc/Q6StOX9U0YsfiJFzfDJgbA2N8uonHrlTKsCsc0y3L+VVLIxIOjpVtRzdxXFrTdFNJS/3wooQjFiccH12AuXFHlsHlVdlYz12XjT03ivfOifGxa1I27o1tKZC3tCkb+kfnLcZBL1G89ZljrO6YaEh9mbV28bMtBfbe+dyiNXQTj7e+gNkxx1hDcX5Z+DCWNsX4UFr0EPry70+vDqnbl7YklHD6soRb0szx9hdSsG1mzPHhebi+7kiK2i55LrVhrBUQ6ntnyzowAord2oHNrmOzoEr/4roqZJTjsZqjHsu8/dSx0RHDzFjFuWVH4MN2V2rZbOw4LIr1Hck6ubwuhqR1is+vS6rvZAMurMB2X1J5t7qAgitrbpCqe24ZapGlVYXlLUc/daSZoZc6FJaVrQStFMZ4rG722ekJ5mO7m2FsxE43E8PZwkoBOD20GLJrujq4d8frYmxU47/sJ/kvZ7uN+bjdfq5m22uk3/5/AeDyHJeX+XWqwAwobC5J9zbPMdvypDJphk3LcuQal/QlWmJKanMzKCuf9jKhAHeO3OgivRSielElthZTm5Z7JJqexC/LiwahYE2cG+YFjgSVraPAMihMKtgQZyymlCs3g0CxKWSEIQ26s5IWOmhFEFxF0RAjUVKmGzugVxecRlasLcdl2Q207ig1wF6oMBpiQorxb+yLgG4LPhXb7990jQY4j1oklPTOEY63Ckp0CGu3eMp5viD9FGIAFNflZswHOOUJVTuwc22TK69dxqQ5ft2nNlOl0qrgVXx830P5UuFWaU1YrxDUq3i1GL9aQcUFwj+K8SamyMZm2K7NsxXP8Vl7kTNXFO22odPJ6XZSvKAgd8odDkea5Fjr8EZ81l6gyVNLv9Mn6aX0uwlpLxngW0xmePird9LvG6x1jI3HaAVRpIgjTb0iNlBuxBCBG93koS+3iFaOsXqBvVG2iP/fyOORGm8QsijH6KWablowvmZSdM05R1JAgowZYj5GcQ1ROMQtlJ+NYj6sHfJTlFwXozTnN9wfuEHaaxAIfbpSEBUgR6WGYYB6lUGY81bhgn4qxpII4QrsxcgaRnAcEl0sjr0hJXrZRuetVYYLrUUCWVdKDAwZZYjT8JSkzY6O5QYaLMC5IzKXehzOOxzLHwmL+XrIkVKGyP7/7P1ZjG3LdZ4LfhExu9Wv7Ludu29P37A7lESJshrLhqqu4SoYsIGqMgTbMGQDhv0g6MEG9GAIsp/8YMtAWbBsXPjqwgZVBV2XpWvJEq2GpCiSh6dvdt9l7uwzV65mdhH1MGaz9jmbFCmKEinmAPY5M9eKFREz5lozxhzjH/9vlMUvhAdDL6tK2wNT3gdrnMfjY9TzW5ppsDrf+lCb72Y7wXyc2LfdVKMDUamX3abCbvcLHmccqifHyg+gwHeY/mzVh7e4UrU1s8JxrMNGga2AYGW1+qWG66fLkes+/IiSeEF15+q5lXNQGsJSd7xd3cTM3FI1rp4tjn2/wqCYmfmqL295rTrWxesqigpcCZiFlWqO3mLBJa0UutOT91vtao7+8lrlBAWrp4oBDLpdAGj7M9Ucq/cBf1n6VUGAjgTf4c8vUt5Kg1On67YLizLXotJH5lXP0SyUa65Q7eLmELWqOZqFZenXOczccnHiRkC8gG736nVcWMFZy2T3COMp+md7pENb8HiI46WVljLXwvEonSuJUJXaF6CMJ1VCRSmFVjlWaYy2BJ6rcuUVuNBIv55nCCMfrTXGaLwi5SJltXWVis0tSkk6KCu4RQ52BjjnGA1T8txWFRbWiipsnitwqtpsu1PYv1LOfhovYUyNBGgE9cZW+nhK1XiJZlhvTKXUu1Kq6tf36n679cMxs1N7VbvoN/Rrh2B2SpOslKBXqtBIQci1yjWc79a4lZl27ViUEvStKQhTb2oO5bhlFQxI5KKa49QcOsWaBV49x2lp+5l2Pcfy2aHh13OcXvNy3BKDAlL6W70/1bY8XzPtQE352tP9NorsRikgCI+fe2tq3PKaTOMxIr/eRkO/dtxK/Idvpt+vwSat6Hs78fC9ffYn9ic25QeEP/7/wu48QC+cIj/awx5sY849g737Lsrz0ctnyN77Mmb5LGhDeuNN/Kc+Sr5xl/xwl/D5TzL5yu9hOjN46+cZf/F/El59HpdlxO++RvOVv8T47dfJj49of/LTHPzG/0F4+gzh+hmO/udv0fn490MyIr3zPo2PfZr87jtgLfr80+Rv/xFmcQ0aXbL3X8W/+jJ2fxu7s4F55hNk73wJFUR4Z68Sf/l38c5eBs8neftVope/n/TeLfL9HRof/UFGX/htTH+O4OwlRl/4HaJrL+KylPi9N2h+8i8Rv/cGdjSk8ZHvY/S5/4G/fAp/cY3RH/1PohdfwR7uM7n5Hp0f+FGGX/4CAM2XPs7Bb/xXGleuYXp9Dn/3d5j59I8SP7xPfPc2/R/7qwx+/7cxrTbNZ17g8H/8N5pPv4DyA4Zf+QLdH/wx4pvvke5u0/3BH+Pwf/w63sISjfOXOfjt36DzkU9gk5jR61+h/yN/hck7ryLp2dwAAMUkSURBVGHHI5of/xTjP/gfeKvr+IsrTL7yB0TPfZx8cEB6/wbRR36I5K0vC+bj2kuM//C38U9fwHR6xG9+ifCFV8i2H2K3HhK8/IMc/Mr/m/Fv/zoA7ZU23ju7aF8RdUOCVoAXefjNqEh3FI6Ib1AaHG5KdM/DFSXRaINTHgqHbwohQKSUwvimckQ8X9PpBEJAVTgXaSpqtmlR/ZJnOWmSkiYp7V6b8fGINE7I0pRXf/dtls8uE7Vbgs2YjTDGwzktfCCFf/B9VxxJJtiL+7sSDTm/KKmHuTb0Woa7O471OUWcag7HjvVZxdaRUG7PdxV3dxwzLcF8bB4IVfv+saisXlgS3osoEH6Kt+7B6QVxnm49gufOiGz9MIan1hVv3pXNfqEHb9+Dc8uKOHU82IZnzytuPpSIx9VTjldvKpb6il4L3rwDT5+BwyFs7MNL5x1v31N4nuLiiqQ/Ti3IPG5swFPrkp45HMm533gkG/VSX9IjFb36HlxeFlzEKBbujtduwWxHsdAVzo8ra5Iaub8DL1yAW49kHS+vCs/HYl8clXfvC1bleCzKuE8XPB+ekTTTjU2hTPc9x8Y+nJ5XHI0ldXVm3nF3t6ayv7MNS11xrraPBOexcySpofU5uLUtqaFeU1I0p2YVSebYOxZtl81Dwbsv96XfflPRCOT6rcwo4tRwPLYsz2j2BjlGK/otw85hTLvp4RvNKM5oN3yS1JLmlk7D43ic4RlFM/qLjen44+wk7XJi37LloyPGb/wu2BzT6sPuAwA0Brd9D+cFwho6GqC68+RbD8Hm6JVzZLfexqFQvUXyzbvQ7GAnE9x4iFo6zeT9tyWlsXaZ4698UTRj5pdJH94jWFqm2fVx8YTG0y+gDzcAMGeuYB/exHk+eCHuaA/Vm8ce7kGWok9dIrv1FqDQy6fJ7t2AsIHLLXZwiFlaJ3lwF2yOf+FpJm+9CkrjnzpDev82qtODPMeNjvHPXiK9c12iGZefJXn3NZzxMDPzZJsP0P05Jtt7uMmY8MozDL/6FZnj2WsMvvwlVKOBitokGxtEp8+Qbm/ikoTZT30f6fuvg9J0n3+W5NZ76FYbvyPU8P6pc9idDVnzc9eYvPFlnNKYhVWSu7dQnT7J4TF2eEzr6WewG7fAORrPvkx6/Q3wA6KVFfKdTXR/Djs6hiQWZ+y9NwDwz18jvfk2KowIFxexR3uo2SWy7U1J3Sxf4PDzf4DxRTguHkx48IcbhDM+/fU+YS/Cj3z8qfSO0hoTCceIDgO8ZgPTaqIaTanwmZ0na/WZRH32m6e4N1nh+obPzj4cHibkhRqtc4Ln6HYDPKPJratSQpqU3f0UlcZs7+Uk45ijvSP6833yLOdo/4gsTkhGE6JOk/m1RTozbXozEZ2OT6/r0WqqKlISJwJSXJuVTRsEm3Gn2BQXZhRHI0WvJaW0mZX3S0zEfNuxe0zBnSEg01YA20eS6ljpCzhSAZ3QsXkgZGTWCXnWUg+2jiTKcnZBwJFKSWRjdyBRlMlENtWVGZkXyGZ7e0tSCK0G7B9L1GEUi4bJuSUh3QI4s6h4sCelr+1IcB3zXaErt05xel4wFgrpY/eYipY8TqHXkHGdg7VZy80NiXT0W7LhdxrCMRJncHoRHu7JuOeWVAUobUfi6PRbMJrIOp5dgs0DaXt6UfoKPCf06MW4I6niZrkvTobC0W9JX2UUJ8lENG5/KAmS+U59Pp2GOIHNoMR4iAjeQUEcPN+huH6OdugYJ7LmwpAr13c0kfxSr+kYxRlGK66e7hNMRTq+F+yb2b9PnI8T+5Yt2bhJckc2LJ0mqLygP9/ZKPAUecWVYZNUBCwQwi5SkXe3E0l2u9xii/ezccGM6Rzjo1ickilyAb8V0pwrMB/zM3hFDFaFkWA+rK2wKM5W4hYisZ0J5sOmGSCYD5vIHGwm5GHSVj+OvXiSlYncghfDFRgSgDzNyCbF+VoKPItjPEgrzEee1DiO8qm+tdJHI6IYJV+H0rrCtZTlqgBZ5grsjBOMDJCnOVlxQ/SbAV4kpchep11hPvzGVGy5MOtUTYGvDdgcpTV+p1mvTQEwGO+PmOwekowSwVEkOYPNAUHbp73QIZppCZtpkaBXSuatjMEEATr0MFGE6XbQrTY0WtDpk7b7pEGbkd/joTrLGw+a7B1pRqOcLHMVfiAIhAxMsB4FaZVyrM1MWO5OCHzHr/42bO0JWsEPRG8+maSMhwl337qJHwY0Oi36izPMr3Tp9QK63YCZnoTK09RVmifTWIeK10JBs1HqcriCmEy0QSpQbEGv51ytQ1LiPCiY4EpsxriA7kzzU0ybb2rq7ydhPkTnpp5vXvQ73VWZDgj8Wm5eeAIF81HiKYTnA0CiCeU5VGswNcfRpMar2Mx+iLtjer6eqf+YxrBMW7nWJdEb1EDMD2I+yrJa39TYjCfhUmxZJlXYNIV62VeFH9FT10+X5yHaLjI/W+FCIi9FlzwfppaPOLvcYabz4d/YX2Q7wXyc2J+peTNLBTcGmMXTRcLToE5dAUB1ZlB9wSJ465cr/Id/5QVAocII7+IzAOiFFfSstA2f+5jgP7Sm88qn5P12h8a152SslTPo7oz0e+E52Sy1wZyXvlSri15al7ZrF1ANSTYH114SPIjnEVx7UfqdnccsCb4jvPo8KhJt9OZLnwSlUGGD8KkXpK+lNcy8YEWi5z9WpAo0jRdfkb5aHcJLT0lf5y5hZiQ+3XnlUyhPKjlmf+jTsgYL87SuSSVR57kX8HqCFWl/7AeEGdUPiF74uIw7u4C3JFiQ4MrzqLCY48syR91o0njmJRn39Fn8RcFsNF78RDXH6HnpSzfaeGcuF2tzrsKoRM99XIgpjEf03MeK69fFLAuuxD93pVrH9sd/AOeE38NmlmQs5YZKKwEOp1nBdioA3Ty34hDmtthdBAdSsc+CYD4cKJvhkeKpjJmWJfDBeBrfl39aK4xReEbjeQV7paeYaVsya2iE8trlcwHNpkej4dFo+rRaPkHko40mbIRkaValZZI4I0kLcboSx+NLaB6EmtwUuIArBSQn8qVCBGr6dJAyVMn7w0qRnmgE8vQN8lr5VH6+kH/3PcX5AmbTb9V4iPNLNb/HpQJWFBhYL6BJC70aW3HlVMH2qeDaegnUhLUCErU2V+MZrqwJnsVouLhcty04/Fidqed4ZqHGPJwq+uo2auzEheV6jtdOq2ptzspPmcVejV25vFZEgRRcWlHV2qzMFGszU+M/SvVZo+F0MW7DrzEoi70ah7FWfN7TiiX5OtMK6/Nd7df4j/USNqZFeRdkfiX+Y6VfM7eu9FW15t2GKs5dV+POFlUqSkGvVeDVPE2n+b2dVvnj7JvCfPziL/4iv/iLv8jt27cBePrpp/ln/+yf8RM/8RMATCYT/sk/+Sf8yq/8CnEc8+M//uP8m3/zb1haWvo6vZ7Yd7vpqEV25dPEccJsv0W+eBaUxmt1SE9fxXRm5Sls+z5m5TzewTZuPMCsXcI7fw0VNVEzS+Q3X8esXsBlKfnDW/iXX6L14iewyRj/6su0Ll3GW1jBLJ9i9MXfpfH8x3CjY9L7N2l89FPkt2qej3R+Gb2whmp0yN7/Kt6Vl7C7j8h3Nwif+z704joqCPHOP4WaW8E/dwVMQPLOq4Qvfz/h3RvkB3s0P/YpzPI6ujdDeOGq6LVceR6XpyQ33qbx0R8kef8N7HhE48VX8JbX8ZdXMYtrHH/+s7Q+8grpzg7j6+8z8yM/gXdOnJL+9/8A3spZWteu4nVn2fpvv8nyX/urxA/uMrp1i6X/5f/C6KUXUVFE67mXGF19iuDiNXQQkV5/neC5V7Cbd7CDA4JnP0Hz2jOYTh+1tE765hfxLzyNnYxJbrxD46OfIrn+BnYyofH8xxmfvyTrOL9M/PofChfJ0QHZwztEL/+AOE5KEVx7ifDsRby1M+hOj/S91/Cf+gj55gPy3U2iF7+P4+1j9n7lM1XwpzEb1ZU+WU46jvEbYRUNykdW0jBKoRshuttBtdoQRrioiQ2bWBOAMihrCf2EbkMkzD1jmCQS4TDaEQYK3y9ossWXZKGTEZlaAHB5KeCVtsco1mztOoyB1tBjMkyE3j23pJOE4cEx3ZkWWWpJMzdFHKV4+YpjNHY8d1ZxYUeiFBeXxdmY7wq+4L2HjksrUjq6NxCtlHs78vS8PqfohFLuGnrwYF84Q/aXFIOJYD7mOrJZL88oVmelfBcnGImrBc/HOBHnYqknKrMLXSm1PbekiBPHg1147pzi/LJUsVxbh6UZWOhp+i14+57j6rricAjbB47nzsH6oqzdhRVxiMqN//a2aM7sD2WOl5Ydiz0Bty50YK6tWJmRaMKDPbiyIs7BKHY8dVrOZ6Yt+IzXbzuunFJMEilfff684kKh7XJlDeZ7wm/SbQpvyZU1SYPsDQR3sj4v0YfT8zC/KUDZ0HM8PIAzc4qDkWMYS0qq35I5zncU93bEMcPB9sBxek50YJIC89FvQTuUtby/I9wqSS48H2fmNVuH8l1bnlHMNB2dpqbhw/ahZaGnmaSaUWxZ7nvsDzRKwXwvIMsdnilIAU/sa9o3lXb5tV/7NYwxXLp0Cecc/+E//Af+5b/8l3zlK1/h6aef5u///b/Pf/2v/5Vf/uVfptfr8Q/+wT9Aa83v//7vf8MTOkm7fPfZ4TDj3XuS4F4IDgmyQwCa2VBozG1OOC7QW0qhx0LFjhfC8X4dv43HskmNRcTO4pFvbwKQqojs0Ya8b3zcZIwKgupJJlg7hckktaNnF3CDgzr9kaU442NHMkfVmSXflcR47kXYw/1CO8ZJuUPUrGTlVX+BdPOhnM+pFdx4WOjcSH2gavewRwIEcM0+6aOHwpyZa+x4jFUe8d6R9NWdZ3TnvsyxP8/kwQYud4y3HHYcEy51CbuSNln8+FN4yQEArXNncMeHoDVBry2pkFYHnUk+QC+swmBPFiJsQjzCWkd2cChr2+ySH8r73vwydn9b5hNFkMQ444kaMaB6c9iDHWk7t4g7ks+ZdhvyDKc9skO5volqMHj3Ovt3DnC5w4QGPyw0WrQj7IREvaaQh3kGpRUuy/G7TcKZHl6zgTfTEwxN2MAGIbYzSxq0sNojNwG70Rp7cYfdYYNHBz5ZLptWbgUY6RlF7kS7A6AVZsy1E1pejFKwfdzkaOIzGCt29x3WObCWm+8fsHFnkyzJyJKU9kyX2eUZerNNZmYb9LuablszHFqOC4HhmQ6ktqAex7InXxE6LU2ay6bnebLh9FuCSZBjV8i31yW4RpdpFwiNcGY4Jw5I2bZMc4SeY1ikY3pNwTI4J05XnEq6IE7kNt6ORAiunMNBgTvxjfBblKWtAP02HI1kDnNdxbBILzUjScdEfikED7NtwVaU1UMlHXxcSdhb9o9kDt2GgDZl7tJmOtXSa8EwluOZNhyNi9RPQfHuTz0Sz3ZglNRtZW3keltXn1c5bnkOjUCcjJIH2SFzKTOczYCqrVeUVGtVl+K2QkealWtqK5HBwLji+hULAbRDS1ZI355ejFie/d5KtUzbN7N/f1ORj5/8yZ987O9//s//Ob/4i7/I5z//eU6dOsUv/dIv8Z/+03/ih3/4hwH49//+33Pt2jU+//nP84lPfOKbPI0T+26xSfmLBlxW5zwFVwHKlUpYVJoqAMTDqePijplX4gy44RElVbg9PKjHKOXms6yKC7vxcX08Kpwb5yqdEpfUPBj54BAKwQg7kI1UBDXyoq+hvI8jP9yv2srriHpXYfb4sJpjdligER3YcYFxmeLfSHZ3qwRysiObusvF8ZC2I+gGdb+hqteB4t5djj0ZFYQJDkaDqXUsUHIFx8oH52iPD+u2JZYlrSMFVdupcUXxqsCtlGsPZPt7OOsI20GVpkhGKTjQnkIhgE0/CghaoYgIFgKCphGhW03Rw/F9nO9DEOH8EGd8cu2TmQhPWQKd0wgyem2POFVSDusE92GtTH+QOECRZp6I9rU82mFCYg1xCqNx4eNamIxzvMDDeB7G82n3u4SNAD/wCqIxx95+zv6BEHAFgTgck0ThFZTkx/UyVJtfbusb6mSKoyOe+kmUGIl0St59VC9/7XjU0KbqNRCirepSp/W4pQ1jqs32eIr6pZxjqd8CAuosn83HxfopVeNAkrwuaZ1MnUN5XGqUTPf1wXGn51jSzI/ietzp88mm5liOW567+sAcHl/HD8+xoAp6DOuSfI225bilbo18vhJvIM3qttM6MSXWJMvqUSbJB4AkJ/Y17U9capvnOf/5P/9nhsMhr7zyCl/60pdI05Qf+ZEfqdpcvXqV06dP87nPfe5rOh9xHBPH9Tfw6OjoTzqlE/tzsvluwMFxxiTJ6c0ukh1uoJQmmpkl3r6H153HdGex+5uYU1dxO/chHmHWLpPfeg2CBmZmhezGq+il07jxGPfoDuGLnyZ5/Yu4ZEL7Bz7B8Lf/K2ZuEW/tHMM//B3BJAwPyR7cofEDP0F+86vgHP4znyD96u+h55bRrT7pu18mevpjpPdvYfe2aHz0h5n84e+ggpDoyosMf/fX8c9eBi8gfutVKZ99+6vkR/u0PvUTHP7m/4Hp9mm9/DHGX/htgsvPQpaQ3HqP5id/tJar/+gPcfSbv4a3sEx79RxHv/N/0vvY9zO6c4/xzess/+Rf59H/59cAmPvLf4X7//F/pXXlMrqxyMZnfoP1/8dfI3n4HpN795n7G/9PJl/4LXQU0fr+TzP+3G/in72E3+uR3niT6OVPkd97Dzc8IvjID5O+/vvoZgezfpn0zc/jn76C3t8nu3edxkc/zaRYx8bHf5jJ536zWMezJK/+gaRSdh+Rbd6n8ckfZfLl3wMQqvUv/BZ6eR1/YYn03VdpPvNx4pvvke9vMfPsaZL/9n/C/phKHdgJ4NDmoHSKCQy5zrChJ0J2BdNppVUDKO2J4i+Fg6CE60Mph3I5ns5p+BlDL8c5Tap0tWHkuSPLHEnmSFNLlmkagcJSkIM5+X+eOyaTTLZ7rTCeot1vk8YpSmn80MNoRZLkpGmO50lO/8WLmtzBw1346GUp+8xyuHJZ8YV3HHNdWJ2Xktcrp2Sz3DuG58/A9UfyNH1xRUpTZ1rQCKVc98ISPDpUDCdweUUYTkMPTi/Am3cFbwFCF/7MupSYTlJ4/iy8eksiHCszUqZ6fkmcoYd78JFLUlKbW3jhvOKL78kcF7rS71NnhOF05wg+dlnx2i3ZRJ89q/jqbcFQ9FqOO9uKq2uwM4DjWOZw/ZHMcakLbz8QXESSS0roY5cUb99xTBJ48YLmC+9aei1Yn1e8esNxeU3o1Tf2ZNy378sG/tw5xZdvSppmvissrFdPScRm/xhePC9U7kZLWe67RXlzK5L01YVFqQQaJULrfmNTnkFWZ+VaLRT4lZ0BnFuEzQNxWM4tKG48cjRDSSHd3naszIizdDCCi0uajX0RiTs973F3N6MVKrqR5tFhznLfY5TkjGPHqfmQ3YMErWHlezjq8c3aN+18vP7667zyyitMJhPa7Ta/+qu/ylNPPcWrr75KEAT0+/3H2i8tLbG5ufk1+/v5n/95fu7nfu6bnviJfeeYMYor69PMQTXLUGNBQJzHR4eM28u0Ol1so4dNUxr9eVITojwP3ehgowZeZw4zGWBn5zHLFwjzFJcmmDMXUS99BNWdRc+votNj/EvP4AYH5L0e3qlzqERivWZhjXzhFGZ+BToz6MM99OJpvBzysIVZPoNZPYcKArzVM3hr5/FPXQA/IB8M8NfPQZqQHx0Qnr1I6+nnMO0u4fkrqOE+3tkrKJvht5sE5y6ibYxLJnhnLxJdfhpvfglv5TT59ibNq0+jWn1Ms0nzylW6L9wFoP3UVfovv0jr8iXC1VWMGjD3qRewj2ZJNh/SvnYNP95HBSHhuUuow0d4py6gWy28QGNOX8A0QtxkiLd2Du1iCJvohXVUaFBzqwRpgj1/DnPqqoSJswTv9AXUwSN0bw41t4Ib7OOfuYTp9qWU99S5IoWj8E+fl7YLa6h2D8bHmLVzmDiFRptgrkPv2kWGD79YKQEL86g8/WUmJx7EaKMrgbcwiARIa3ShZ15QqXseyhSCgcpglScl2AVTpKct/UbGAT5aFxTpmSpKIx2TiWM8sVirGI/BthTOl/etdZWUfFmiG0Y+USsibIRopTC+wQs8lILRMBXSq0iz0gvInCFPHYtdoTLPrGAZVmcdc13BPgzG4jAM4wJz0IXjRJyP2bZiti2bZugLJ0W/VaSOfJjrCogz8KRcdDAWLg0QXPRSXxyPSSoYhqW+OB8LPcdCR7AYnUgqcJb6isOhaLssz8CpecVssbEfjmRTjvwSKCs4D6NhsedY6sFSX9Ft1WM5ZM4zLcVsS+Y4067xLmkmVS4LXcfhrDhfy31Zi14L1uYUuwPhDxknCk/LvI4nVHM8syh9ShmwzLEVKdoN4f8YJTLHuY5jqS/rGHhStjvTlmjEKIF+UzHTkiqefsPRb8JMWxfRHMdMSxzHNJexFno1CHiUiAOUZMIh0msp4kxSS90WzMeKZqRoBpBZRb+tudCpGc5WT5yOb9q+6VLbJEm4e/cuh4eH/Jf/8l/4d//u3/HZz36WV199lb/9t//2Y1EMgI997GN8+tOf5hd+4Ree2N+TIh/r6+snmI+/QJYkMRt3bwPg5Ql+LtfbKAe5pAf8TOLiKkvwB7sAuNEQBgeAIhuOcaNjnLXYOKnr+BygFKbdRhUZakdJ225xaUlt7qSEVCmsCarUTDrJcEki/RaP0zoICqFZhWq2Jd3iHK1Ti5VeudJldYZXla6OD8bkgyOctaRFgjyLM+JBDEqRO4/kUMa1yic/ln5LJd+wE9KckwqWztlVDBLvjRZnIUul5LVXOHZhJFooSkl1kC1kvaNGnV8oUyXDIe7gQNJMucNNRnK+RRmzs1IOXVbMlOky02oXpcO2Ou9skpAeDUEp2s8+xeDOI+7+/z6H8TWTQUI+zEmPhEE0WggJewHN2QZBMyToRITdJkGvjdfr4vW6mE4HWl1s1CAPm2SNHpOgi9UGhyL22gxtk4kNGKchx2lAkmmSTJPmiuEY4sQxHFmGI4tnoN3WrM3LN2E0EU2WvQPL3u4E42nh73BIdUuSiQiebzBGS0WOg2bLl2oVrWk05BktClVdmmqK0lIF7bYBFEZLG5An8/LrWWIKpktTp7GIgZE0geNxyfUynWKt0JSr4v1JIptpHNuibS1dHwX1HAMf4uTx1IMq/qMoNvAi/dBqCPeHUtBq1iyd5WfaDZmPddKn4G6mymtzyySRVIWnLeOJjBuEukrNlCDeRlCndtot0ZiZnqNWNRV7p1GsBxD67kNlxmWqh+J8JN3ipspu6xTONGV64LkqZTPdR31NbI3/CPJiXPdYHx+/3MT3TkCl0/Ztw3wABEHAxYsXAXj55Zf54he/yL/6V/+Kv/E3/gZJknBwcPBY9OPRo0csLy9/zf7CMCQMT7zGv8j22M/zayLAn3QL+Ho9frCt+uObfL3uvmY/6mu/V97Fn9S2LP/44GvVJz/8ei3Jrp481jdk38DafKOm1NdcR6/TQiPVHPFRwdHiHJP9lGw/Q4eKJEwxUaEJQ6FzY10xnQJjU6Zbin6d9nBaY5WHVVoAg0q4MnxjMbnDaIdnLEppRkX6xvM0IJtxmsLesTCkThLHZJIzmViyVBwLbYSW3fMN2ugKr6KAPHOkcQ4t/7Hz/kauxge/Kd9I9l9V/6mX/Ot9b/9Ut7o/prNv5if0tT78xD7+uI7VY//7hof7U7Vv6eRP7Buxb5le3VpLHMe8/PLL+L7Pb/3Wb/HX//pfB+Ddd9/l7t27vPLKK9/yRE/su9f8IGRuaZnJcEiz08UOD7FZSqM/R7y/hfY8/EabbPchpjuHHh9jD7cwKxewd97BpTHB6adJXvt9dG8WNbdC+tYf4V18DjfYJ390n+DFHyC/+bqU2l56nuSrv4+ZX4XODNm7r+Jfe5ls8x753hbRy59i/KXfQ/kBwdXnOf693yI4dxn8gMmbr9L65A+T3noHe3RA85UfZvT530Z3ejSfep7kjc/jnb0GeUr24CbBs6+Q3nhD5OqvfZTj//kbmCLtcvy5z9J86RNMHjxkcusmMz/+V9n57/8dgNlP/yU2/8tnaF66RLi6zN5v/w4Lf/kvkz+6Q7q5wcxf/knir4pcfeO5j5C8+vt46xcwrTb5vffwrr6M3b4vaZcrL2PvvQthQ6juH15Hz65ClmD3H+GvXyV//zVcluBdfJ7ktT9A9+dRs8U6Xn5elG23HxC+9AOkb38ZFATXPkL6xufQC6uoVo/s+us0rr1M8v7bcOdV3HiETRJMoLHW4RlDrFMwEmHJRzn5JMfmrhK5s7kVormS8yNNJNLiIpRz6DzBy2Ksp8UxUYrcKjJnyIpKE+uU8IvYwk1T8nTbbMhTdpY5hsOMwXFWaLY4jgepsKMaV6nihqEhS/NK2CxJ8qK9ZXA4odv1+RufDsmt5v6O4yOXFe89kFLbZ89qvvSeZbarWJlTvPdQSlOHsVSuPHVKylW1khLR9zdrHpB7u4LT2B1ICubSClwvsQozcrzUBxw83Besw50tSYVcW4PX7kA7Uiz1NK/fdlxYUYxjeLjrePmi5r2HEpl4+gx85YakE+a6gku5ekqwFLtHQnP+xh1JaVxbFxr05b6i03Tc3VFcWoWtAzmna2twY6vAfPTgnQewOqtIM8f9HXj6tOL6Q5njc2c9vvSepduC04syx4urknbZ3JNxb2xIMO3auuLN+7I2/RZc3xCMzNFIcB/X1oUmveT5uP5IzifwYONAymt3B5KuubAEN7cg8BQrM47bW7DQEzd/Z+A4My+ltmku5c93dxyNQNFvwYM9SaslmeJw5Dg977F1JM7q6oxhYz+nFUraZXeQs9DzTqIe36J9U87Hz/7sz/ITP/ETnD59msFgwH/6T/+J3/md3+E3fuM36PV6/NRP/RT/+B//Y2ZnZ+l2u/zDf/gPeeWVV04qXU6MdqdHuyCyotWuXvebkkY4PDjgQHWIMoOvQ5JolrYF12hBEBImxygvBzeBo23UeA93uAnHh+jxLhw8wh1sSonu1hz5xi1cMsb6LeJ3XsNFbZJ7t8h3N9FzK4zffg0VhNBok95+F3CoICS9/S7ZqdPk99/HDQ7JH12Enbsw7uKWF1CHj7B7XdxkjNu6h91eFwr5JMbOL6MPHqBUgtMOc/gAt3UHf7iDtjuow4d0vQMAvNEWC/Mx2j9Ax4r53pBgsolNtvHZRx1t4I13UXmIGu7i6QlqcoAzOZDgJgOssjijyJMJsV+IqyUxCRqTpZh4iM1jGB3isiHkKfZgGw4f4VwqqZr9h9jtOdzhDuxtYHce4HbuAYp8dpH8wU1sMkF3+uQbt9D9OfJHdzHOkU1i0p0djG8wIGkbT/RbKFghs1HNFqum1XnzHJ3nkhqyVhhpcWibo22GsSnWFORNFGkIZyjDJM4VRZSqDNND4GtJB+SOJHWMx5Y8z8kyy2ScYTxNGVVSSqG1wvMNKrPktqxukJSM7xmM8bi96cic5f62Y2lGc+OhcGj0W5pbjxxHY5nSgx0hs4ozx/5QNE02DoTFMQoEZDqORfDswa603ToU52OmJce+J/iKraLIK8/F+eg24O62pFt6DcetTXktTR23HzmRuR8Lh8bijOPWI2E87TUVNx5aDruKwQjev++IPMXmnmVr3zHbNtzaEMBpO5JzG40dvY7mxoYj9MSxGIygGyneuy/OU5rBzU0ZP0mFVr3bhDtbUlI834E7247eSFJR97ZlDdJc9FK2DoXa3DqYH8DWoSLJxCnYG4qjcDyRtd0fCmW60bJm2wNxrHxPqO6bAWzsS5lwpyGcI6EnzujGgaSnjBbAabcBuwNhX+02FPvHlkkgVVkHx7ZKfx2NHUdjzeFQnI9upDgeZVirWZsLme89Th42nORcfzhCKbi81iQKvrco1f+k9k1hPn7qp36K3/qt32JjY4Ner8dzzz3Hz/zMz/CjP/qjQE0y9r/9b//bYyRjXy/t8kE74fn43jNrLbdv3QJA24zACiYkiI/xMykdDXbvo5KJPC3vCk/FY/zNxquOs+MhZKmQXB1I9ZQrnrQBcnTNa2EMWPsYJbr2DV4YAA7T6VZU7NGSUEpO07ZXqRfnyCZJTXM+qesjK7KhaYn6KBLeDOdwRS2fMlpwHIDX6wuGRSn8hQWkftVAQ6gdXRDhQqGXzDtzU6mLYgvNU0wq9aBqNEBPxoDDHhxAInN0RcLeWfv4OlalxKqaY2l5nGAnMcoY8iTFJgnDrQHxYEJ7scODL94hHcn5pMcZJtLMX5mlMdsSUq/Aw0QBYbeFvzCPPz8HvRms8XFhAxc0sFqT+U1Sv0nqt9i2CwyziFEaMk41k9QUwEHFJC58l+KrkKSO0SgnSSz7exOSOEMbSaeEDQ/f9/A8he8bPE+RJBIZyTJb4T+sdXQ6UeGgQBAWir9anB4QPEWJkeh25Jr5HjQied+bwhzg6vl9ENsAtUaKfFeKdbZ1iWeSuOrYWRG5c67moZjGfEg5q3SicR+iORcqdvmj2VA4J5VFvqeqUtOytHhayqARCtByerconbyy3wrjolxV6uoXKq/TJcuBV1V+E03Rq5f8Hlo5qSJnWs5ezq08lxoPU9Om19TzU/TrylUsrUbZmopduyfgb2pK9WlsR8PPqvO+uBKwPPO48/Hu/SH7x3LCS/2Ac8sNvlft20av/ku/9Evcvn2bOI7Z2triN3/zNyvHAyCKIv71v/7X7O3tMRwO+cxnPvNNOR4n9r1pkrMvODrU1FcymMICNab0wcvXTR24U4025WOxbkuERWkFfqGFEtXiZqY7U93FyrYoXfWnq75AtcofkINis0eb6o6lmu3qzq7KvkCoz0H4uQvT7X417nTbco4l7bz0W5yvmxoXJ/MEMHW/6gnHTgsIEoCo9YTzAfxiHf2pz7c69RzLOUyfRzFXm4o2DQ6a821mzy+gA4+oHxJ0fPy2RzATyNKoctl01bdzBQeKIHtRWqGsRdkcbXO8LMazCdplonGDInea3BbRDasqEGexBaML6nNjpLRWNkRLVnAvqILHQitdXD5VABulB60UWmv8oP5eaV3jCVqRqpy8Ur7dOQGfyufr5WpOSb03po4rUjzz5PdLevbyXKDWNIHHZePLtlOK7QJ0LefYrF8vT2nq1OrzcbVsvLDHynE4tcc2p3+K5c9P1+dcjvvBOZZ9TK9NI6zbTp+7V4zr/TFrM91fUGjPfLBtWGm/1Ncv8OtJTJ9bOd70HIOplMp0eqURfnjLbIT1hBvBiWLJN2rfMubjxE7sWzWlFKtrawyHQ6JIROEmoyGtbp98sI/NU8L+PPmD91HNLqrRIb/zNubUJdz4GLu3iXfhefJ77wFgTl0ifesP0QunaDVaJG99meCZj5Jvb5JtPxTMx6ufQwcRwZVnmXzxs6JZ4gfEb3+VxsvfT7ZxG3u4T/TiJ0ne+AKq3cc7dZ78+ldl3DzFPriJufoR7IPruHgieIrX/wA9u4yeXSJ+/QsE117CHR+RbdwhfPH7SN/9KuDwr7xA8vrnMUvrqGaH9L1XCZ76CHZ/C7u7RfDsx8luvo7yQ8z6ZeydN1Hza+AH2O0HmLUL5MNDKfFdPE2y/wjth5hGh2T/EX53VtIsR7t4C6exW3chT9HLF8ivfwXVmxem1+uvYc49jRseYrcf4D31UbKbbwIK79w10re+iFlah6hNduN14u0dRr/5/0VpXUWSQBw9l+c0ZpoEhZhGlua41BK0Q3E8tBJhOa3RoY+OIpTS2LCJwDMdymbgNMZmkopRhlxDnBlGsWZvUCvYWqek2sLVonJpJlGMPBfVUedEE8bzSu4QUcTNc+EqcsVntVYYTxeAWEWc5HSamp/+XyKSHO5uOV66KOmINIOnzii+esOx0Bd20BLzUfJ8XFoVrIJWQuX93kMp7Qx8SaFcWBJMw9FYPnerwFMs9gS3sNKvqcsvLQuHxyiGq+vw+m0pK13oKd6447i0ppnEcH/H8cIFxY0NKT++tq75ynXH4gz0W4o37ziePqPYHzg29x0vX9a8fc9hlOLSGrx2S7RfGqFgL55aV2wfOg6G8MxZxbv3JVKxOiO07qcXpKT3zhY8cwbu7ShGsePZ05qv3hJl2aUZzZt3HZdWJbWysQ9Pn5Y1yK3Qur/7QDAf3Ybj9rbowQxjWZ8LS4KRMUp4TW5uSVrHM7I25xaFhn0wEcr7m1vQ8BULXelreUahnGNrIJiR/aEmyRyn5oT+vhVBJ1I83Hcs9QTDcjByrM1qdgdS8bLY9Xl0kNGKNN2GJkktvlfz1KzPhzQCjVaK2c7JlvqN2slKndh3hHmeR6/XI8stb92JiVOf/mTCaKxwLmAl3ydJNepoSP9gC5sM0Q/fR02OcWmMvfkqPHgfcNjNW+TvfYUsaoEJsdsPiDdvkj64ixsPcbsPSd78IhgPe+9t8htvkL//ZbTnYfceMTl4gN26D2lMPNwhv/GaPPGfu4Z7dAd7/11R4x0e4o62RK7e5riDR7jbb5D5Ibo3j9q6Rz7YBE+j4xH5W8DWHQBynaKO7mPHO6ggRA/3yN77AhxuQxqTveuwj+6A1uTpCHuwCce75I0eNh6hUIxzcM4SqE1GgyOU0gSNIfFoiDeKaYz3BKw7HKA2r4O1mP1H2LtvgxeggiZu9wF2+zb2aA/GQ+zhFvnNNwBFfu998huvkTba4Mk62qiPTVJMWDxmlmy0uYQgvGgqGmUUhEXaqSIU0wX2A3C2ThdpD8kdOGHERaHTMdp18chRypFZ2eyyXBWpICdh9yLUrhVVSsE5QaMaI5qy2ujK8RBcR5EmKHg/VEl6Vjz+BoEmR/Mrv5NhneJoJARZ93Y11glZ1Tv3hYJ8tit/39iAzDnGiWLrEG5ty1P3mXk5bgTiYOwdw70dwTMkmeARbj6SSMJyXzbbdiQEvocj2ahvP5Jy3Xvb8PptSSWszSvu7SjefeAYTYQfZHPf8f5DuSy3Nhyv3bI0Ake/rbi/43jzDuweWIYTeLhreOeeXJqr6wJI7TTE+dg6gPfvKfZGmjiFRweOt+8Jnfn6ouL2FvTuOLJMnIQHu4r7O5IK2z5UvPdQyRzn4OG+5v4eZE4cqMOxYGAcgm+5tQWRL9o3e8eweeCYZCX+QpwMpeDBvuL+Xi3+djhSPNyricO2DgWs62lYX1Bs7ENnwxEWVOq7x3A4tOQWDoeOjQOpnOq3FAdDJziU3BFncDzJ2T+24GAwVOwOMjwNzcgxnFi6TcO19Vb1vVnoTYVdTuwbsm+a5+PbbSeYj+9t2z9Ouf5AaMy1yjFKnq5n1B7a5Sib0x0WpHU2R+dCVKDHx+iCQt0+vCdYBWuxk4K6PE6EHwRwxhS06wpTaqC7ahssSLAklKqbzQoD4fX60rQASH7IjFdjJMqfVRCgmwXA1vPrMcJGncAuE/Z5Xvfrh0Ahxd6Wca025KH0lfoNMl/i6rnx+eCv2GQxjURo173RISYR7IwaDoRbxdqK0t5lWYVhcdbVlPS5E6fKWlwia5cOxxVXiWBFqDEhzpEVVPF5mpMlGS63eIGH3wwxgY8OPEzoE8z2Mb0e/vw86cpZEBIStM0gTVBaY5Uh7i1x21xia9JjexCxfSDjlBiKycTWpbJKFSynliTOGY8SXMGjoo0mCITLo7zcZWWLRD60iIHpGoxafBWKMl4IQ10dB16NOygreTwDYfBhzEdZdT39tSj7hloKfhoTYqcwH2nmSqgQNrfV66WOjLWOqSBUje/IbZGaqvENtkhHAUShpoTZlniKx75DRlWYjSedr+BH6vZlmqgR1jiOcj2UqunVp9NEJa+JQpwEec091race56DQ6qcslz6LXV+QKIjWcV3Uq6xI/Rd0ZetUjulRgu4qfm4KvVitK3TNTqvUntG1wv9wvkO0Uma5TH7tmE+TuzEvt3WjgxecXNrhfVTdNCQTddpg4rkWIXNGqcxW2OL9Nr54kMhqic63HphpcIteKcvyfsK9Oo5OW60KhyGXlgTXAegV4r3tUb1C33wRqfCYaj5U9VdVy+elveNh+oJOFVF7WpcNVPPserL+FCcG52ZalxVnI9CodszcqwNypO7qh9ElNnssFGzy/phVC6YMIZOjwWSugHwfFRX1kZ1Z6HoVy+fqddx5awchJG0AfTMQrVBK1OSUZUhaCWRDa2rDb8C2xbJd6UKevUiwuFAHvEVVWmtKjhAVOFchirB92wlyCZBk3ITlY03zyUV4yhTMhZVVLOYItqii/+LM+AqoGZe8I84V+I+6hx/u1FvZGuz9e5cStQbI9UqIFEDr8B/LPerphVbaeBJRAMkzVAOs1K8r7Wou4Js4CWGYWWm3thPLxTOwgek4EsMw/pCPe7ZQkzc96Q8FURBtsR9nF4s63uE1h2kn26BFZnv1hvzqfniMqr63JpRjQVZma3nuDZbz3G2LevRCutxS7n76XUypl6bVlQ7KHNTsKP5rqrm2Ayl38fWcaae42zxkwq9etyZZs2uM9MufrNK5gaCKSmdk16z3ho7zRo0Gxa4kWaoH8OQnNg3bydplxP7jjLf05xf7bA7sJya0xyNctJMZMEPDvuEoUcUGMaH+4TdHmQJ6WiA11/ArVwCLLq/jL31Onp2GRU2yW+/ibnwHHZvm3xnA+/pj5PfkFJbs36R7O0/wqyeB2PIbr2Df+1l8u2HcHyAufwS2XtfRrd76MV18htfRa9dApthN+9gLjyP232AS2PU2mXs3bfQ3VlUa4b8/ruY1QvYPCc/2sVbPkt+8Aicw8yskO7cx7T7KC8g29vAn1/DTobkowHewinS/S2U8fC6syS7G/htcU6SwT7RzALeJCbPMtrdLkdHx/i+RxiGHA+OaDRbaJuSDI+IZhaxy2dxWYaZXcFuvI9uzaAabeyD99GrF3GjI+z+I/TZZ7AP3gcUevU8+TtfKjAfTbL3XiW+cwN1706RyjBYpSoWWRQo36CUwuZ5nW5RiLJt4GOiABMG6CBABb44BXmKUxSOh0LlBVurywlG+/hhiq8yGqEwljoEUFpqEFprqyd/m5eOiDgeQWCkFNcrycREOC5JZAxbpIsym6ONwimJKDjniHz4O381IM3gziN4+RLceiQh/itroquy0BN+infuCx/HMIbtQ8dTpySdoDWcWRAtk+UZ2QhvPZK2+0M4HIomyfuPoOnD0oz0tT4nca8728IZ8nBPKMmfXofX7yj6bcGHvHUPLiwLnuL+Njx3TlI4WQ5XVjVfviG4h35b0jXPnlXsD2Bj1/LyZcXb98DTgvn40vuO04uKKIB370tfO0cyz2dPy1itCFbnhB/k7KKs0+0teO6slBAPY5nvW/dlXRa6ivc3hY8jzuDRgZzv/V2JWJxZcLy/KZTp7Qju7oiDNYodByM4Ny8aLsaIpsyNR+J0eVpxr9DI2TkWXpCrq6ID0wxkHW9sCheJQlIq5xYVewNFkjlWZ+H+nqIdKjoRPNy3LPY1ee44GDpWZzX7A4tFtF8eHWZ0GobAU+weZcz3PMaxJU4tvZZhMLZoBd3myZb6jdpJ2uXEvqPseOL4b6/KjWm2ZQHZ2OZaWaEY6ZhvDMlzi6csoZMUTcvFBEcbAATjYzjYkg7TVEpLTYDd3QEceukUFBTudOdgsC9VNnkuZbWtHkwKZdzuPG7nIQCqPw+jI/ACtFeUpM4uVXOkt4gbHcixH0E6wYZN0uYs4FBRG5sUqY7WDHkykaoSbXA2RxkPZ8tS3DZpoTpr/JA8jXFKYbUvT+x+g5GVR2PPD4iLzTT0BEipsURW6NsjcvxjKU/2FaLd4hxaKUgnEm0ZHxcVLj3cobR1eLi9RziUlCFnCTazjB9sojxhB83TTMqKHWB0VTacTWKyOCOPM7SvCbstvEaA34gwUYjptjGtJnp2HtedwfpRFZfXkyHK5jilcGGT3d55Ns06dw9nOBhoxglMYkuaQJbbSlxOVG6llHQ8zjBGEQSmoEmXp9QskyjHcFiklnAVFakXGIJAE4ReFbEJffB8g7XiaJTy74t9IawCiVCME/l/Lpko5gr8AogGysFQnrr9ggK8/AwIAdhe0VczEJyDUYKnyCy0I8dB0ddiH7aPZA69pmz2fkHfbp3oqZR9daKcR/uAk+jNOBZsxSgWp215RrFd6HjOdRw7R+IsRYEmyaDThLQgdlvoOraKr3avLRgYowvHLZdxBxOZ18os7B0X69SDcSppqDQr5tgULIusjeNwJGmXViRrM1163G3IegBEvuJoLJGaNBN8SegLDwmIA7M7tebDWEpmw0BSLJ3IkRYd95uuUN91NAMpDfa0QxWpznYEcSpfjFYI4+Le4+laobdMOTVCzSiWfi+uRCz2Hy/F/V6ybyu9+omd2LfTjkZ1DneSuqq8Li74BBSOvGzgpjWya1l5N9iT8KrNocCBuNGAqihzsF/TMQ8O5P95VmEdGB1VCXl3uFOPMTqq25ax3skQijJeN55SZE6LcYu8MlA5HoA4HuV8C4fD5VkVu85KuXsgT4vjKXxFmtkqaZpO6YrnxR1RubwGg8bDeqzRUX3uxRxJ4rrt8X7d9rBw0GwubYyH9hSNU8vCk2ItOknRZYIeSEq5WUdFLmbTKT0co1G+h/Z98P2KeEw5i3NFmkZpnCoBE5pApbQ4Zq7VZJJG5E4VirWuKD224mAYhbMKYxy+7wNCu6618DdkmaxVHOdkqcVMM1ROH07R4Kd5lQnjYFjjNA6GrvpQ6URM0rpss9xcQb7TxZJU/BflZwCOisvjXL3Rpnn9OzisLx/7x/XxMC7XvH7tYOr9vaN63AKKUzkeAHsDOQdF7bBYW/c3iusq7P3658XRqIggFQGq8hzLKvDy3BXieJRzLMc9qn8GDMb1HMtxk7xOuxxPptpOZNzciuMBMJp6f3rNy7WxrsaMjBNXXZ/RlARZOW5u63Enia3SSJO0xnmU12Qa6zKO6+f3wTj/nnY+vhk7wXyc2HeULfYk7y201FrysAZWZny0gigwdAsigUarRRAKGVSwcBrlBSgvwFx4UXaM/hL61BVQGnPxBdTsEng+5trHIGhAs4O5+hHQBr10Gn3qImiNufwSqjMDfoD3zPeBH6I6s5jLL0vblbOohXXQBnP2aeHR8EPM+jXQHqrVQy+fB6XxevPoRgeUJpxfQ3k+yvNpzi6BUpioRdCZARRhbx4TNkBpmrMLKG3Qnk9zZgGUwo+aRM02oOh12/iekfK+fgutFb7v0e0IACFstgmiJihFuLCO8kNJ4Zy6Atqgmt1qjmr5PKq3IOdz4UXBs4RNvGdeEYdj4RTm/DOC8QgCtC9lshiD9j2UkVSL9r0K/6E8g/GNVJwEnpTmOleznOY5ylqpSskzcHkh+eIKjRvh6MBaTJ4QqgSjc3wjOAThwRD8hleUPZZ/y/81nqcwBpQSpybLbIULgTI9Q8V1YXNblOkWzpKCS6uKU/OyKb18UdGOJGrx0gWFZyTCcXVNvq+XV+WJ29Pw/Flp1wzhmdOFcmxXyki1ktRDvyXf7WfOSDqm04DnzhTlufPyT2uRle81JSLw8gUh05ppSwpGK6FqX5kp5nhBUiNRAB+/KnNc6gvVutbw7DnF8oxESz5+VdMModWQY08LluXSatH2jIzjG3j5Yo0HefG8MJeeXpB/RsML5xXdhrR5/qx8pteStIhWUua60JW2T50qKn98WTujRVl2fU7W/NSsRDyMlvLZwBM8xuUVhVbSz/qcgEOvrsna+EbmW67jlVUZd6kn7bWCc4uaRiBrfnZRFaypitUZ4X2Z72q6DRljddbH92StV2YCtIJmoJnteChgvuPRDHXV1jPCDfJBArIT+9p2Evk4se8I2zuWHO1yX3FuUcLP6/Pw6MAnzWG+55jkhmao6LcCnA7otQNs3kLFKUEnYhQKOq3RCMhbfUzUwngerJ5Fz65hzlzFjY8wKxex3Z4AQ+dPoTwPPbcKSpPPLGLOPYubW8GNjzHnnxVxs6iFXjmHDiP0koAy7d4G+sw1OF7D5Rlm4QxJZx7jR5gwIuuvEHRnCbKUfDIi6C/gQnEO/M4sxm8RBCHGM2TNGfxWG5em2DQj7LRJvDZaK8JGg9i0CKMApQx5FNNsN3BhRpZZup2I1Pn4RtNqGDIV0Wn64HrkE1mbcdTFWUuz1SCNupggRPkhrr+M6c5BLFgTPb8GRXWOmV1FeT66vwB+RHywibIZymtDEpMdK1yc4KtCldQ6TOhh0xxtDM53BFrhhQFeI0AXyD9nbaXbpQvgp7JWIkAlcZwDZaUSSNscY1PafozvNfGMKKR6RQWGcxAEwr6ZI9Ex5US7RSnxLqxT5LlQgueZVMDYXECs8sQun5dqmYRPvxTQavlcWFFkVrGx53jmjKLfkTEvrkg1SK8Jvaaj3YDzS46DoWLnyHFlVTYxpaStQzbBZgCdSF5b7Ak/xZUViRKEPqzOSP3JquB7WejC1VOC2Rgn8NS6hPxbkWBIWg3FqTmJumwdwtU1R6tQoL2wLA7ZbEfRbzl6bXGQDoai7fLcOWhEGqPhworD9w1LM4pGAHM9x7VTiq0jiU48fVrOIfIVpxdkTdcXJM3VbzmeXhfK8knquLoqr3caAihVSnF6XhR0dwbiUPhCLMz5RYlk9JuKXlMinWuzjlGiOJ44Ts+XIGBY7sn3YrYNvhFNlrML4gAOY3HGPlZgyQ+Gomy72INTc9PP2PXxlVX5/9HIEniOua4hyzWDsWW5b/C98rpJuKQZakJfEfia2bbHJHVMEstCz0NrmeOTSMhO7Ml2gvk4sT93sxb+9z8QQJorcsgAjcBV4fD5Tk5mZWNZbksMWGMJtMR1Q52Dk+O58QYqnYCzBOMjZPfJq1Jc0DAu4shJIpwd1laU63iBpC1QOM/HHUvKRnd78pSuNKqoKrG9eVxTHIq4t0pe1FMaJO3hUBVrq/NCbPFzi8O+tJ0yh8JSIusNeREv1kphnTyv58XzgkOT2ZKa0SvkweVp0BWli56WhQx0hnES5+/mA1QmWBO/+D82x2SyNibPUEX6SB0fw2QoazMayq5njGjiJDHZcIgdTwRXQ1H6un+IywRsmqc5eZyK4+EZ+edLua3XaWPaHcxMH9fq4vwA54fiCaSpEKLlKc6PSFozjJrz7PirbI5m2Dv2ORxp4lhC3rYgHcsyqvVVgO8LgNUhOJCjo4R4kpNmFpc7cUyKKh2gIiIDWFqMyK04ECW9ersBZQFmK4JJUlyXkt69oD5XSCXIJC2wGS2Is6ICRBVOl6rTASX+wzm5fiUlegmi9bSkIhSCwyghNmVJ6zTdeGAckyLVoZ1jOJE1Uch4dWmrzHGcyLwin+pzpQnpsCocI8ew0LHxvQK/YR1pkQ6NQvlOKqDfkbVxUDhCqixmKuZYj9VpilMCjmbBfGqmSm39qbZaqSp9I/cI6bfMOp6agx97Xs73V78g9xOAv/KikKw9yXLr+P23JxUte5lW87Sr1jT0XDFeTb8+bYK5kXVYnw85tfC9q9J+gvk4se8qc9Q3kMe0I5zcrGFKJ+NDnyzfd/UzjZ3urGgzTYSQC8eHHE8lzKv3a0yHS6fuyGWi97EbUN3vY358dfyk16hC/08+m3oT/eBx/dqTj+umU2M9Nq/8Q43V9LxsVtzSXY2BEbCJ7B6lI1WW1HqFNg4U9OgOHfhQpGH8ZvgYhqIWYqHuU+uaVr+ojkEp4WNxFuVyTB7TCkdEvnArJLnCWk2cOGzRbVVuW6R3Sur0PLckqWyUaZqTZ7bi8lDFP5e76rIqpeqvy9TUc1tjPrK8XuGKQ8PVKy+OctF2moPjCdcsL9o6aidi2qY/Pz1uBX36QNty3PSPm2P+5DmWZovzdQheZnoOH7Tcqgov8bXmOD1WeTz9k3rCL+ax9RBnvLpKH3o/mfq6TsGgHjv+oFn35DV/7Pf1hPcfazvVOHvyjerEnmAnzseJ/bmb0fCDT0l53uqM3Cw290VOe2O/KG1c0dzdtTRDzUq3yd4god9qYPOEOMmY7fUYHks0ozn/FOnWXXSjha81+e4DzPw67nALNxrgrV0mv/smaB+zeJrs/S9LukFp7P3rmMsv4h7dxY2P8S+9RPrW51GNNt76ZfKbXxWMhFLY3QcEF14gGx1AltFZvcBofxsTRPhRg2R/C787R56l5JMh0ewK48E+AO3eAkdHA4IwwPN8hsNj2u0OkyQlTVN63S5HgyFKK9rNBodHx0RRCNowHMX0Oi0Go4w0t8x2G2wfxvieptP02T2c0Gn6KHJGk5S5bpfxaIC1lk57hnhvExNEBH4gVOz9BRgdYscD/IXT2AfvgVJ4Vz4haxO1SV77A5RKa26ONKnvykoorNEa5Ut0Q560i8f30tHQ4lgoz4jTUgqYWAuuyJ+U/1cKnIBPlc3xbILJYwKdEXoepgCRBgHkRUArLypfCrexqHzJUQhd+mSckhdRGc8T0rEyouSKAEjJBHFlzTFONZfWFJmVUtcXLwizZ2bh2il44y7MtBQzLcc7DySlsXMoKqwvX1S8dU9O+dq6tF3sCQbk9paU6j46kJTGM6flux/6itNzjjfuStpFIaWnz56Wst1xAi+ckxLfdkOe9N99KAyqo0T6e+Y0vL8hG+qVVfjSdZjrKOa68NYdx1PrkvrYPYKXLirevCu/vyun4Cs3pFKlGcL1h/DsWWEJPRoLjuPVmxKlOb8sx6cXJJV1+5HjpUuKO8UcX7ygeP2OYC9OzUn565kFiWBsHwnm48amXParp4Sqvd9SzHVcUWorar+DCVxYFHZYreHUjOK9DUmz+MZxf1dxYVnuFcMYPnpRvgdaK77/qlyT5b7QsX8t843i2imfh3s5811NmjuOJ5aVWY+dQxGUW+obNvdSmqGmEWp2jjIWeobRxDFOLMuzPtsHKVrB2twJ0+k3aifOx4l9R1iaCXI9TkSJcxRL9D1OFEkuiPTByGAdHEc+j46l8sJaw/HY0mgZDtO2hHqbjmE0hx+EBJ5m3IVm2EU3E3IToj1f9ESMh9ZalGI9H2U8VLstJa9aVapiOgxRQYFUa7TA98nDBtYuosIGx/g4a2nokGO/h298Gtow8js0TAi5JVU+vtJMtIRklTNMbICzPtb5jGwD33nEFhKraVlNbD00isxpEuthcoWhxDk4HALYLIm1nJXw8CQzRLnQgA9TRSfXHGcNrHU0Cdgz84Tao+UpjhsLtLwWKnRkzqeti7UBjNB74oxHyWNeRjhcEcFQqLoyyDn8VsFQZSUS5ZwTBtVCM0W0XZQwyPpFGkcplBMsSBVaUKrAfxQhe2cJXYyvcwJjpWTUgGcUvjcFHnXFE3KBGckyR5ZlZKklz+QfChrNAM83xVTL1E39fdRGo6w4RxZxTpwTxyO3RaSlPKYkLiue2lXdxikKBV75XqeZpBnKUtE0l5B9koqzkVlpX1VVWKElryIJjqLapx4/L328AtsyzaZa6PaJxo0R50+bGlpTZp1KltTcFhXnVuY1iR2SWVOMJxasKAkPhpZRoUE4GjvSFMaxYpw40lQzmhTpokwxHDviRFJPk7g496xmcU1y+ZfZen0fOzcHTL2X5XJeuRMH9PuvfTgXcmpOsDDfiC3PeCzPeDjnuLGZyHfBugpPZK2see5E+VfWSZEXbcp1c/rxqM2JfX07wXyc2J+75RZ+6TfLsriaKjr0a4nwVlTmYB2dhjQwytLwJaYaehm6oGJf8neqUlOvwIF42YQwlZpFfzxAF3TjenxcP22XKZgsrXAMeL485QO05ftovQBbMH6Om3PEUQ+AxGvJjdI5Aif4EWVzPFdwX3gReZEcmqh2lX2wTMl4FqZVuRnW6YDpY4uiTDRZvOpGmVi/bls0Nsqii9LVhkkqXZRIlziPlDCXmsdocoiXSL2mv7cBWYrLMuzudh2RAMhzYQXN83rnU4rsWKI1GCMvFbugs0Jlro3BNCJ0u41uNNCdLgQR1vPB8wVjozQqTcA5tM3IohZZ2CaJeuwGqxxlTfbHTfaGAZNEMRo7RhPLeOKYjDP5/hR3tTjJsLk4HXW1C7RaYQFIhVIDRmtIEovWipmZAKiraaCWgi+/m2W5Z2l57qqURMm9AUV0xj6eUoTSz1L4ppCgL7IKH6RiL/2xD44bFJd6uq2iDkg55x4rcS2tlo2v52inNtsqVTPlkBklDoRzrhD2k+NyrMAXYT6AZqSqOUahqsY0JQ29rucUhVRYrlK9VyuH75XHdUooz2vnyk6d7//9lcdVaP+ktnOU8da9uJqvddKnr2sq9ieNYnRNX78y63NuKXpCq+8NO6FXP7HvKlOqvpFO/7g9U7/iT+3PFfv1VONpSmylnvC1nn5tSub+sePSzPT703roBV351N1cT+EZpo+rO/zXeH96vk8yXe046oltp1/6oFbGB83o6XGn16ZIUEzP25sKhnohzua446OqnFZBvUMpiWAoY1CeV++ShTaO8YXVVPse2vfwAh8T+HX0Y0r0RDl5fJS1VThTEH05eU1Zi3Y5nsoIVE7TTwkDASb6RQWCMYLzmMKQUmrYybEqNFzK6Ipwg3iewfflX6vl02h4Fc32tJXVD644/uCaT1+Hx9pOfXcrh/AJ3+0Ptq0uw1S/wdS4ZipI9I3O8XHZ+LrtdL+Vc2L++LbVHKffn/r5mD9uHafOXT1hjtPr4Zup33g5rnnyGH8Sm+5/+jcz3f8Tbj2PtZ3u48S+vp2kXU7sz920gv/rRyVXvTor1NkbB5Kz3jiQ0OyFJZHLbkeK2bbm4b5jue+T54bBOGd5JuDgWKIV851TDAeH+EGA73mMj49otLswPsImE4L+IvnWHZTxMP0F8gfX0f1F0Aa7fQ+9dgm38wA3GWHOXCO/8xYqbKIW17EPr6Pn1nDGIx/s0VhYJ5hMJO3SneFocIzveYSBx+h4QLPVxqYxaTyh2ZtlOJToS6Pd4eBoTBh4eJ7HYBjTbYfESU6S5sx0GxwMxmit6DQDDgZjmlGAVorjUUyvEzGcZGS5ZaYdsTtI8IyiGfnsHGX0Wx7WOQbjjIVuwNEowVqY7focHo0JfEMUaIbDIa1WC5eMZY7dGfK9B4DC786R/MGv4Q72P3TNnLOSOlEa8KR81hhMmsqxZypHQu7ehSOhNcr3UbrAfDgnRHAuQHkOlzpUsXlZbXCtPk5pnDEVKFUph2ccTT8XcKOV/j1jSJuKOBZBtTwHM1FMJhmpA6WFBVUbTdTwCUMt8SOtCEOD0ZKm0VrxwgWFp+HcsqowSE+ti8JsVpTavvtAuDp6TcFknFsUddTdgZR9Xt+QDfX8slCmL/YgDESC/uIK7A4cg7FwVbz3UKIaa3PSttSOub8juIiHe1LlcmVNxm1Fwt9x45HwY8QpbB1Kie+dbYlinF+Gt+4WcvUtUd29uCJkXHsDOZ/3NwoOjCWhTF+ZUYQB3Nx0XD2l2NwXArHnziheu+1oBIrTi4qv3rCcW9Y44NZGzgsXNXe3ZY7PnFW8cVs4QVZm4b0HojMTZ8Uc1xR3tyVqcmFZcBwzLSkHvrcrPB/jRDAfZ+bh3p4Az5d7cHNbmEx9Aw/3hTfF/DGO/DdqvZbhqfWQ44llsWfYOxbRwYWO5tFhRjPURL5md5Ax2zFMkqLUtu+xe5ShFSzPBjWfzYl9XTtxPk7sO8Jm2nWNPijOLMLuAP7wPQGcDieKN+8JGG51ToB/a7NSyjoYe1yOYfNAHpPOL1q2D0JCX9EMLQfDBnOxxWYeadZgwYsZZwEqV/QHAya5whwf4ylHljvCwz2yeIzLcxp7m2TDA1Q8QvkByWSMOdhhEM2SpD6NQczGkY+1joU8ZWtfEXiWmeaYwTCjFY/wsmPSNGGCz95AHKRWErJ5YIn8lCjIOBpljBIYxRlpagtp8kRSALFj5zClEeZ4WjGcpExSx3CckltLlsHWYYxnNI3IsnOUcTxOyaxmOBEV1L1BJqWRuWPnICXwMroNGAwT2rGDbEKapsy6A7IjAe52J0Ps5LiO65eRiuoyqcKJUKgideTCEOK4EJDTU001ULQtsDRqKl+gcqFTV1oX1UYGp7X833jigBSRF60cGodvLJ42BL6rQuTaaIzWpJljElusr7HWkGei/2KMxvNFndbzdBVd8zzBuJSBn71j0SrZPhI8ws6h4I6ubwgOYZzAm3eFhnuxD7e3hT9j/1hxOJKUxZv3ZMkOR/DabXEC2g1xYA6Hom8ynMBw4vjKDSERu7SmeONuISaHbLDDWNomqfwW3rwnwM/FPrz/EDZ2HeNUQKTj2PHOfZnj0RheuyWEXYszcHtLMZiIM3FUlM2+80Ccj8EYvnoL7naEBfTOFhwcO96/lzMYi6z8F96yhAFcXVd86T3H9UUB897fFsr2GxviBI1jzZeuy9qsLzreuls6bZqdgczx+qZc+jhzvLuh6ISO2Q7c34ODkazvMJY1v10ATgcT+VyvKWmWR4eSzvrIhT+9+9B812O+yBY0ixLrh7spd7czIh8aoWHvOGcYW8aJI04cmYXNA3E+xgls7Ge0Is2zZ6JKJPPEPmwnmI8T+46133tbkP0godqKy6B4MvaMIwrk6xt5VrQmgH6j5PNwFdbBUxmhEexFQ40xyHEzOSyaWoyV15TNKWiz8NIxKk+lDLKUszcRw4Y8mh7nLSauULgt9maFpWkKPAUpIZJHTojICn9/ZBs4px6b42M5ZaWeiPko26rH8B+mkmRPXcED4qgwIYr6Jx6arPjLEWnBsmgyfFWsTTbEszLf9t4d1NYDONyTMILnVQg8iW54QpHu+5BbnOdhD/ZxcSzgXWNwuDolUyrBFekaghAdRhTKb4IT0UacDM/HKoPtzJAEbRK/xSTocMgMudWk1mOS+xyOQ5JcFSBNTZ7XgM7cwnhsiWPLZJKTJkKp3mgYZvpeiSdGcLU1iBOE/mXqUsg6fQB7UcrGlw5LgcmtrlXFNG+nMApqqm2J6cBV5aAlt8a0GV3L0ZfjTuMepm/h02MZPf2bmU69Fe+rWkMlSVwBpnQU8jzEsSVOSnxV/fq01WkkVWE6okCI2abH0hp8X/7wp7Az3VaJraipz7V2VbrF6KnznCqcmv5V/LWP1mqz3w773DvDJ5brlgEXmf2H7eqpkPnu99bz/Qnm48T+QlgpkQ21bLlCWCJBcuHlDaA9hfGKAlO1LZ88zJT+iB/UJEA6aBQda3mKB1T5GqAadZ2e9uVzhrwKqzaC+qbXCIqqDxSmlJvX9c0nDOo5NIPSMajDxt5UcrlRtVWERVspwClwAlNAgCioj8ubsJlam8fen5pDOUc9NUcdTZ17qy9Ogat2uYKHo8BreEX6xHioIBCHwyso1osJaE+o1QUX4stx2YfNhUJ9qsRW2RydpagkRudpxdnilCJTvpC2FdRhWjk8bfGNwzMKo4UkKvCFc8LTsnZhqPF9g+dpQl/GD3yF72kCXxMG0t5ohe8JJXmr+D6FXp3zL7+DIOkWkOVoBOU1q9e8lHQHmC2+QlqJ8wBShlrafG+63xqUWW7ApcT9B+dQfudDv57jbP11rY5ljq6aY7nx958wR89Q6Sn1O7UbtDRTf8/nij0lmJKrnz7f+V7dtjzPwH/yOnbLn5+qxw29etzu1DqVfWk1tTaNx7Et3w7rt6buHSX52dSYrag+32YBsNUKWtHJ9vr17HvLLTux7yq7sAz/t1ck1LzYkxDxTEtSNNc34eyCIsklx35hSbN5IE8gqzOGh7s5naYm9GH7MGex75GmOaM4Z77rc3Q8wRhNuxFwdHBI1GxiFEyGRzR7s6TjIXmaEHZnSA930H6I1+ww2t8l6nRpYhiNYnq9JjNDR5Zb5ruGrcOcRqhpBV32BxN67RCb50ziCb1uh8NjiSp02yFbBynthiEwir1Bwlw3IE4soyRjvhuwPxBl1m7TY/swptMUfZujYcJsN2IcpySppd/22T/OCHxNM/TYPkzotz2shaORCF0djTLy3DHb8dg9SohCQ8PXHA4mdDsReZYxiWN63Q6T40NhtWx1mextw86mXBA39fju+6hGE8IQFUTiJBgPlaUo3y9YPFUVxagsz3GZlHY4pdB5BlbJ420q4n7OFdES4+EZjyRsY5VHho91mtwZLPI0Hvo5OqeodPLIctF+aRT+pecJ9Xoj8khSjWcUgSfsnq7EpCCbbpa7wrERLgpVfAeTTFIwz5wW3o00h0vL8PYD4ZDoNAR7cX4JjscFl8W64saGOENnFgVPsTorG+z1TeEJ2TmS9M6zZ+DNOzKn9Xl4/bZgJJSCW4/k/Y19KT+/uuZ4656wps53hSPj/NLjcyy5SC6tSIpmoQvdpuL6plCbDyeS0ryyKhwaRgtuRNI9isBzvP8Qnjmj2djT7B1ZXrqk+Mr7jnZTcWZR8aX3ci6dkp34/QeWj1zR3N2C4djx3Dl49aZwiyz24bVbgvOIizk+d07SOtbBxWXFuxsiW9+OHLd34Oy8YpQ4DoZwbhEe7IszttgTbM1CR67Xgz2hV38M6P2naKNYoj6X1wK6zYx2JM7r9lHGYs9jkliGE8tS37AzsGilmGlrNvdzei1dPYyc2JPtJO1yYt8V9vtvw6u35Ymi35KcdSuSUG1mZRMopcbPzOccjAQbEBa00Z3QoZSQBs204HgsT9SdBgwnkrKZCYbk1hL4HkkRY25FPpPJRB76gxaTJEdrzSBpkFuJsmwfy014oeM4GlmUcvQaOXFqCT2HR4JzEIZhpbzZjAyDsbQNPEWSOUJPnCnnoNMwHI1sMUfFqJijZwSXEgWaOJFzaDc8jsdZoXHiM0mslDMiYfdWqBkX0p3dhmY4SVHK0fQcaZbjGYVyGc452qEmL+jVoyBEvftFGvfekmiFMUV82YmD0e4J/0kQoXBY7aEOtmEyfixHoQoW01JQjin1XuH5ED4Nh4I0waVpkZYJUP05RnOnmTT6HHiLjGmQW0PmBGQ6yTxyq4lTzSQ3JKmq0hIgmZ40FxBzklJgOxztJkDNiWF0yR8huiR5JhiORihBmSQTLZVSgn59DjYORM+jEwk4shWKCmtuYbnnuF+IAi/1BLvhF1GFYSx6MDuHsgGvzTpuPSo0XeYUjw6knTaKSSLA0v2hJM9OzTrubotj1GsLcLQZytyTTKKFD/dk3Auris0DObdeUyTvO42CK8TKvB4VWcdOSNHWkUwsxxPotxybu6J/c3YRrj8QpdelGcGZNENAKcYxrM0rto5kPS+sKG4/kks+1xFHp9OQa51mQiK2cyzX/8KyHBvtaEXiYJVl9dbJb2qvUOrttxT7QyphwTiV3/IPP63+1AGe24cZ7z4oHhQaSn6rSMQxzhyhB5OijLnb1ByO5AvXjjSDsTjAH70YPhZ1/F6wb2b/PnE+Tuy7wv7Xz9aS2WVu2DOOsAh5K+q6/H4zr3AN5T3JNzmRJ5u5r+sEbskN4qmMjj+lyV2YUZIOcA5iJM6dWsM4k+NJZkgLjZXIyyucRsNPi8/nhDorPueRu4LYiilMxxPvm/X7NWbNYbStjquyP1VjQp/EGaKo5cE9Xc8xKHAeCivnCQRugil4SYzNCd7+Av79d/HbbZQfyF1fa4gauFYPGzawjZYQjymNt78pHB2FBg7WouKx0LGXeBFXkokVpbtFGsZZC/GE/HhY5KM8vJVVjteeYtSYY+j1GNlmQSSmyfFIc+E7SXPFcRwwSRXWqkrHpHTArBWnwvcKrJDvChIrwXpkuSrouUWv5Xjqq/BYKW1xPI35KP2saRwHbgrzMYXPKPvKclfLsjtbybpPAxTLFJvWNUeGLrAk03wcH7Tyjt5pTXFVeHVf0xwa5bxGhcxPljuGQ/kupKklzVwxriVJH8eXyKUr+1XoYo6hr6pzrzEfiqDYiMOgPp9+hwr7NI35qH7jepr8TU1hPmr7yZfUnzrm470HMVuHclFKzp0SbcWH5lCjqpyr5/HUesBi7wm103+B7QTzcWJ/4ey5s/J/Ub2U49m2PPWBhF9LnMNKkZ+OvDq/3GvqKl873/OLqgmY68id2PN9wgLJ2mqE1Y2/05YOJP0hnk4rVEQF1mO5L3gBBdWNxjfQbcpxI/QrfMZc1y/3Wea7ftFW0Y6kbbdhKp6A+a5XzFExU8wx9HWFBem1/AorMtuReXlG0W9J20YgIWKAmU5QMpvT74jT5GlFswArRFGIV2Bimp1e5QxYrwHzSyg0+AEEIcoU4FE/wGmN1RqnpCLF6oIN1XjStmQyBciyiuBLMCCCBaEAnuL5hWNjanKOPMNZizc+wrMJ4m5k6AL5UQJwjcoxSo5LJVl4nDdCKamIqVgrXe08uIK4yhjpNfIV55fkswtdiRqAlKl6UrDDxWWKda6xSSszEv0AKYkV3Ikcgzz9L/Xl+NxSjRV55oyq8CBXTslrcx2qqotLKzXB2bX1etxyjks9ScOApHNK7otLK3J+zQCW+7I9LnZrzNT5Qu7eaLi8Iq/NtKQ8FqTyphnK9+aFCwatBEz6zDn5Xi3OKBb7MsbTZxShL/09e1acykYg0ReA5RlXreOllRqvdXa+OB9f1hpgvl3jP07NqmqO5e++FUK/6Gt99tsDNl3se9V3aaEAjQZG0WnIuXebqsK7LPVNdT9Z7Mn7jUAx0zrZXr+enWA+Tuy7wp47A1dXZa/SSjgDQk8US7NcSu8+XlYMGCm1NEZunGkuDoFDcBCeUeQrQVHpoCqcALSx1mGMFvbGAhNgTRvf07QjgzMpM20P6+BgaFmeMfTbljyH5b6mFSqaxb/to5y5jiHNGiLTPePhhzLJ+Y4h8A3tSBN4it1BznzXMEmkhG+x59EKU7RR9FuGRpDSaZoC85Ez1/MZTjLS1DHXCwh9TzAfkaF1lNBt+TjnOB6nzHVDjtsaax29TkQrgMD3CH3DYDim3YzI85xJnNLrthhFsoNu7Q3wGz300y+gkjEUNO4og2u0hI3Ui8iCGkFoml3h84hHwgybJfKsmEmVjTYGGg2c8QUj4nlSUmsLXm9/AsOhYEg8H+UcXjYhGu+Ls+N5ZM4CBmcNShUSfdrhG59JJo6Got6QlJLNbpwVFOK5qpgyS5uunnjpvGiSrMxIuiHNBXNx7RSc2Sl4PpZlw5/tQLfhuLEpm/lgLFiOp9fF0VBK+pjtSH+hJ/iQq2uKnSPH4QieXlcszSiiAE7Py+fOLMpcbm8J5uNeUc769BkBWfZaoluycMdxaVUxSeHBjuOF84r1BUnDPHVaxp1tS8ri1rY46aPEcXAs3DnzHUkdrc0Ilmqpr/C04sYGPHVa83BXcXDsePGCZmlWnJGzS5rV2YwLa+JY3niQ89Jlj9uPLKMJPH9BM9e19NuwOmd47WbOlVOKSQYPd+D5C4q7O1Q8H/228Hy0I+H5WJ8TzMfRWOY70y54PvqScp1pye958wDW5789eI9+y/DxK6XMgOLcsqsAs5mlSmuW95OLK/JlynJohhm9pqqiTSf2ZDtJu5zYiX0de+/BhK3DIlWhtISTHQXmQMLZZci8FdpC/tvh61q6vPyBhV4t8x35rjiWp3XnHmd2jHxICl7pWrK7TsFICaKr+k0yed8zojkh1SD1511RNRL6kBUnYZSE0RWSegF5urN5UWeqDMFwh97BXZQtTjxPUdZhI3E+MuORN/qAw6IJhzto59DJSCpW0hiOB+SjY5TxxPlod7B+AGiU72G9QMCniaRr3MEOTCbixCyuknXnyMM2484CA2+WiY0E52FDMlenpw7jBsNYk+V1dZAtohzKwdFQ1tnzynJtuTq6wHvkuSqY4mVNklLcuFjzZig8DiAOwGCicK7AHeXStixH7TYF/wESARhO6lC9tbUsPUAnEnClc9JWxqi1aiK/HrfTFMfBOUdgBPcwnT7ptmCcyPmvzCuGcRHBa0qkxzO1bLzMS95XTrAo1jpGYym7NcpxXOKOIsvuUTmuY1ScW5nyazUUcVZG4mC/wGlEoSJOy3JhGXhhRmGVOC5LfRgXvxlJZUlarIxatULHJKmP46wsupLrHnjwY8/pP5Yx+M/K/vC9CcNYLsZHLoZVpOR7xb6Z/fsk8nFiJ/Z1bJzUvnmlgzH1vuTE5cZXOiHwuHR5aUn+5OPS/bdTDkha6XzX2IFpy219g85y99jrHxw3t7bKr+ZT+uHlc4ebeu7PbVYda5vgq5ys1QXto7NYmE2dgO+c9nBeSG6Cary4tUCYDNA2FUciF/p1IZzIIAhwYUPSNkWKxmoP5wXkLY3OMzyb4Vq5hLlaPWzYIgualH6AQ5E4n9j6VQols5o0N+R5qQECUSAL4QpRMutq/ZXcanyvOP+sBp5W1yf78DWZJLUzOU7rtuX1mb5O46QuF51McYaUPCDTnBkjwTWiptpOz2d63HLTB3E8yjnW46oPjauoU0zT2n3x1DlM0npcW41bd1w6UgoYT81heo5lv8OvMccS/RBnisCX84mn1mFaTK/EfEz/pp70m0kKPhf9HbLHT1L32PF0SfWJPW4nzseJndjXsXNLAdc3YnxP0Wt6PNjLmW0pUitU2utzhkdHAh5cn/e4t5vTCDT9pmJzP2ehp5kkjuOJY23O49GB3E2X+x4P9jJaoaYRKHaOcpZ6huNYKJvXZiMeHQjD6VzHsLmf0Gl4+AYOhzkLfZ/BKCPNLEszIY/2J/ieptv02DmK6TY9cJbhJGWh12IwHGOtY67XYO/wmMD3aIQeR4MhnXaTLE2Ik5R+b4bB4T5ZmqJsTmYCPCU06rnfQOUZygnPSeaF5Ggy5aNdTmpCtEvAy0mbPlG+jclSnNboRgObZTitccbHeqGATI1PFrSwSujYrefhegvoyRDlHFnUJvWb5NojV4bY+qTWkOaKJFekmSJOFUo7jseC3xDCNUWaFeBMBP+aFRp4ZcUOTOt21E7k2pxibcbx+l1JpcSphPifP1vL1T99Gr56W9IFsx3Hew8EE7I3kOqOF89LGaxWcHkVXr0lpaKNQFhSnzkjZadHY3jpHHz5pkQ4LqyItP3pBZnV7Ufw0kWRuB/H8NJFzR++a+k2FesLiq9ct1w6BeOJ4sGu4+NXFW/fK5g/LyteuyNpl6W+48YjxYUlOI4FvH1lVc6nLLV97Y7gLgzy+nNnNDc3LIdDx8cuGz73lqURKi6vKT73Zl7hOW48dLzytOG9+45RAp+4pvmDtywzbUnR/NH7lmvrmkkqlTivXIPbOzLHZ88KtXyvqZhpO+4UqaHjWFJYF5eFil1rSbHc2nL0C7zFo0M4v/idld64suZz61FGt6mY63yHeETfoXbifJzYiX0d6zYNL12oWZ5OLzwuRJfljjhLq5LWbqRoBIL5aEeKZqDQSmOdoxmoirK5GWhaoaEVSa6/lUAz0qBKngppa7SiERiaoUczEsxHmCrCwFSbbuibAtiqaIaaVqhphgaNwyDgN5dJFUfkK9qhhP2DwJAVehWZ9tFYQt9j4nnifCARjixoYVyORWO9UNIqLiMzEakJybxGXdrqR1g/xM/G6CwhzFOMHuL8AB2E4BfqtX6INQEYQ+43yIyPUwbPZRLKDxuS3gpaZH6T1ATkKiB1AYn1iHOfOPNIMxjGmnEijkjouyrkkOWKLIPMinNorSMvSplzKykDq2Xz9X1Vycr3W4q5jmJ5RkCfaS6FO7MdWBzJZ/stx1zb0W/BbEs2+Ll2zUY604GFnoAlZzsC4pzvQsOXDXqhKyWv7THMdRVrc5ISW+g6lmdgaUZABZPUMd+Fw6FgPmbb0k+3qVjoKZZnNUt9mCQKi2O+p1gt5jjbljn0W0IoNjuUc/MKTG+vIRgKrQRUO98RDIhvJNIx33MMY0UzUsz3FWsLEk1amlWcWoK1RY2zjnGaszgjtPLj2DHfVSz3oddWzPcUyzOKxT7FNXLMtOE4kWhIv+mY6xQ4lqbjuCNzKsHj3QbMtGUduxHMtgS46huJOraj7xzHA2Cp77HUP9lWvxE7wXyc2Il9C3ZzM+XOtkQzPF3Lf5cm5a/yBOQZV4WWfV0e1zl4VeA/pK+67QclVaTtNJbEYq1gPvyCQl5jCXRR7outMB2eFmr0r2VaOXlfaUweY2yKZ1OUc+RKVwGCXPtkyid3HonXwJAxsRFGZXjkBMS0xrs0BluY0SEqmUiZredhe/PkfgNrPJwJiP0WuTaARmOxTuFlE7RNicMeVmkhGVM+B7bPwThkknkMY58kgyR1xImUykahklLSQgcmy2WTynORhJ+Wifc8AQsaI6BLVS6qqjEFipra3KjCEUHKQeOUD6VrymsZ+uL8gOAS0pwCxPz4d0MhG2mcCoanEPf9EH16mklqzNOOSSzT9LwaNFuKNgvDZlmpVUvblyXpWtWltkZTlBdDlskcra0xFnlmidNyXMu4wITgyjm64nsna2StKApHgaRhqgoiJ2tbltfO9Q1h4YTPdl3xm6nLa6GuVGr49ZqFnn1s/cp2P/Ksd6Kh8h1iJ5iPEzuxPyN7jKPjT/H+98Fuv94TwpPaug82KDepx5RevlZvZeMCiqqKqhIlRa4oTapDMhWQOp/YRRWYMs19Ai9HKUfiNfCjNjpPkLokJOpRiMVZE2C9EKs9Mh1g0YIxwSMzAYacVEcC0nSaTAXgFLnVjBPDOJEKniSVTTTPa32VUobGFRMr/S1rqTZDayGjAFcWXBpKyRo9ac2nr3WNP5n6v5p6rzh2H7xAH17lx/t9QttpLKWeGviDcyzHLYHOci6Pz/EbmcNjDb7GHB/77ONNH5vv15qj44nL8sFha4fwA8cf7O/EvvvsxPk4sRP7Fuz0gleE8R1LfcPGfk4USMpl69Ay19FMUsXxxLI6o9k+kl1wsafZ2MuFsjmA3UHOQtcwji2T1LHc99g6zDAaZtqGRwcZ3YZBazgY5iz0PI5GQgK11DfsHKb4nqLT1OwPYuEkcRnjSUKv02Q8GuGco9NuMhgM8D2PIAg4Hg5pNpvkWUaSJOR5xng4EFCpqyMmuZbIg+zcmpgGsQ2wTpM4D60saW4w2mJzjVVNtJfjhQkoRaA0FnBegPWbOG2w2pBpn6HpkNhAHBunccrhk+GR4pRH7jTWKVIbcJiEjFNDminSFOKkeApHaNSNwFOq1EqeS3rjg0/MzkGaOrwCL2C0Is8lcvGRi471ecV7D4XuPLOwfSgYidtb0u/Fgrq8LP18f0PKb4/Ggvt4+nQtV39+Gd65D/NdReQ7bm/B5TXYOhBcw1Prgg8JPcX6vOONO3CqKCG9u+145ozi5iZMYnjunObL7zs6TVhfVLxxy3FhBSaZ4uGu48UL0ja3Umr71n2Z32xHqMnPFXiKo5HM92bBRHpqVujiF7tSEXPrEVxbU9zbURyNHC+c9/jKdUsjhHPLii+/bzm3LCXpNzcsH7lsuP5QoiMvXTJ88d2cfkuxvqj46g3L5VOKcaJ4uOf4yCXF/T25JpdXpfS411R0G477ezKX41gxGDvOLSoe7hf8PX3D/T0rZawGto8ca7O64rs5se8uO3E+TuzEvgUzWnF+ucaBlORiIERRUy05Hlu2DmUX9I1ld5AzSQTEtzvI8TUMY8skEWzG3iAX3i0F+wMBlyqlORgKJfr+sSPJHaGv2BnkArxzloPjTERoSRnFKb5nGI0EcOoZzWg4xPf9wtE4lvRElpImCZ4fANIPUIEzHRqnhFRMkjqG3BlS65E5j7I0FCtSLcbkpPgkfguPnDwdg7XYqF30I+q1TntY5ZEQkjlZR01OrjwC7WFcTu4MudOkziezRipbrJQUW1cymEr5bLlekqpyT4xeVDp5SKpDOymZldSL4t6OpMge7iu0kajK9pGQhN3ZFmekEcDNDeGgOOrAzU1Juw0msHcs3BX3d2UujVB0SCappEU2DqWvh/uiBdNrOe5slaJziltbkOaCP7mzJQJy7z9wjBP53Ft3c3otRZpp3r1vsVaRWtjYEzzI7W0pGe61RMr+cCgYjtuPJHW0dyzU8aEn4FetAee4uSnzCTxxSpoh3N2Co7FitgPvP3Q0Alm/d+9ZklSu+a1Nx0zb8s49xzh2zHQU79239FqKzBluPhIOuRzNo0PYOICNwwLz0YZHh4JnGcXynmdgMHEMxnK+W0cWo2S+e4OcNBMiuIOhpdPwToCd36V2gvk4sRP7M7I37qZs7JfcG7bip3gS5qPmbqjLYAU/In+54hMAgakp08MK85ETFLTuRmWYIoJhVMHN/RitVm2ucDyMyzBWKl4UkJuATEs8IscjJSDOAnKnyZypPg2ywTfNBF8lNNyYVn6El47QWSIplqBFjibXHolpMXAdBmlIkolwXOhl+CbFUxaFIrZaqldyj8NJQJJp4kyRpJo4caSpOCGNSOMX2i1KObJcM4kLByUXcHCWuSrtopWraMG9IuVSzj8MPrw6rnByHIJ9KGnOS1OKKpISeHX6w/M+HHkp00PluqUFf0VVzm1r+vU8t9W4WFuVr5ZVHqLzV1KXK4yW1Foz+jAF/PR8jRJHSiFOWMmJkpVlxgUAF8DmOXEiHSRFOenXwiEFfl1KXFKqe54iKph8Oy1RHgZoRzWO40npp8iv8UmRqWUTpktrP/VUWDEDn9ifr53Qq5/YiX0H2jQyP5wqD3xMO6SwoKKMVgRTbWutmvq1wKs/WIL6pu/knq6jMZ6pg52quoPXbY0xOBTKObRzArwsRd+KtjlepWFRvi7DSfZfyl1FCCVXngBGtUfuhaAl6mGNjy1Aq6Jzo4lzjyQ3pFZXEZXMGTLrkeTyzzrZWLVSGOMwWuF5Cq0VSjlMQaJlqr8VpSaeUiW4VP4ZIyq3vve44wFI1Uxxbcozb4Y15KBgqS/Wv7wmsiJl2/Kv8hjqaxxOFU21p/pqRXW78nvRimqcTkmjDjU9u6frebfCOtrTmhq3koKfAnWWY7mpY130BwVPSmHdZt225K6YnmO7Ua9Nry4Oq+aoVf0Nakyd+/QY5bhTX+fH1imYOi7HDb3Hfzcn9t1jJ2mXEzuxPyM7s2BoFE/Us23FzpGlGWl849g5ylnoGSaJYxRblvoe20c5nlZ0m4rtA5HpVlrSMUt9j8FYqhGW+obtw4zAE+2J3aOEXtsHaxmOE/qdiPEkxjpLpyWYjyAI8H2P4+NjWq02eZYxmUyIx0NcOpbIRz4BpbAYUmPI0VK54ySEnjtVCZeVVR8O2chT6xHoBIXFKoNV4nzk2iP2OuByLIYMj0HaIM5MobaqSCY+kW/wtCW3uuLzmCQG61SVOlEowgC8AkQahWVFhJTNGm2KShVRtdUKKHTxPCMVIOK0UFXGAHzqGpxZVLy3IXTnaS48H1dW4N6uRDwuLMObd6U8tduC9x7ApTVhDN0+gqdOwa0CT7E+B+9viq5K6Evq5uIK7B7B4VhkA959KDwfKzPw1j04vSBxhNtb8MxpwV4MJ45nznp85bqUq67OKl675bh8Slh27++IBtKdbUlFXV6Ft+87oYBvwvVNwXkMRrAzgKdOKW5sirN2el7wISsz4kzd2JT3Hx06DofwzBnDa7ccrRBOLwrmo+T5uP7A8dJFxZ0tGE4cz1/QfPm6ZbajWJlVvF7MsaSpf2odNg+kmuvsguLmlqPfFGfp3p6s13Aia3NuQbNxIFGa+a5iY99V5cI7R5blvkGfIE6/K+3E+TixE/szMqUUS/360XNlVvg/vnorZjix7A0yxonclI9GgglRCvpNzf7Q4u9JH5PUsX+cMxhLyHow1uwNMrRy9JqK43HO9kGCp1KyXByQeDIShszRhOFwJHwhgSGJY44HA1QakxUxduWc/AOUtVPx0TLaUZXOPKY4inJQ0J1bpUitR6gVtqiOUc6RKb9I05hC7E0XfUr0QyIqiiRTYBS5U8LXYYVUTCGeQonrKCMujlpUzihXlH1KWkUco+LvotqnFOdVSuTcy1RMksJn34KVDcfmgeKd++J8jGLRTrm9Jed8c1PIsQJPwJzbhwIwTXPHJBUH5O629Hl6Ae7tiHMR+XAwkr93jwvHZh/efSBP8Ct9cR5evyNrcjSCuzuOe1tSuntvG966KxGM5RnHvR14/Y5MfjgRJ+nejszx7o44EYEn0YrtQ3jnnmBAJqnoxVzfkDmeXZDjZigcM3vHcGPD8ehAUij3tuHNOxKVWJmx3Nhw/NH78v07OIZbj2RuWQ73dx3v3BcisFMLiof7iutb4uxNUsVx7NgfyZrvDx2bB9JvFAoQdvNASnXTHI7Hjp2BqDIvH1v2j3M29kSeYJJYxhPD1fVmpa57Yt899k1hPn7+53+ez3zmM7zzzjs0Gg0++clP8gu/8AtcuXKlavNDP/RDfPazn33sc3/v7/09/u2//bff0BgnmI8T+16y40nOqzcnH3r9SdweX0tGfRo/4mtxIDQWfxrzoUrMh60wHwZ51FcuR7scp4wc25QwGwuTKZCjSIIOsYnInU/mfBJ8JplfOQ2lZVYk7j2VE3kJkZ4QqZjE+lg0qfMY24ZERRxYDAdxRJwZ0lyiKbo6f0dmFeNY+CqSVMimdEkM5k2tiXMEfs0FkeaKJNNkWU2rXuIqQPooMRHWObLs8fV+EmtmntecE9bWdOBl2F/k6uVznqmvVSlCNm3W1eNNz63EWExf6zyvsRfKOdIP0O1/cFxV5CR8r+YMmabwL4+Nrs/BTfGflJ+f5kTBlXMUjI285B7Da5QRiEakKqxJFMniBD60m/JaM7QV10hgXDWn6TWq0ip+XqVrIk/ALgqHp2ssyEcutSvl6BP787VvG+bjs5/9LD/90z/N5z//ef77f//vpGnKj/3YjzEcDh9r93f+zt9hY2Oj+vcv/sW/+ObP4sRO7HvAmoGuUjGNQFU33X5LIiQK6DYLETtDhf/oRDVOodeUO7lSVAyqnjEV/qMZ1cn/ZiMq+lX4gSTcjR+givpUVewCyjm0lXJbXZTdGpcXMQYRrvMKh0YpV0QhineK6EVmtVSqFOmVFJ/UeuRWEecBOVLFYq2cX5nCgXIjlr4UFLL3NTtpualWpsry2nLjlLRFuUZleqXsu+T5wDls7ipNHJBNeb4jf7ejWt59ba7GVpwp6M89LUyiIDLvvpHPrc5W02JlRo4DU2NFSjZUkHLectzyc62oxmGszdWb8dllOTAKlot+O40aO7E2V2NUTs3J/30jVTkgcy03/tPz9RxLOvfIrzEby/0af3GuHNcoTheKu+1mjf84vVB/d88u1o7QYk9eawYQFFo68536OpcVYZ6usS+dqB53tlW37RWVZJ6ufwfdpjkhGPsutW8q7fLrv/7rj/39y7/8yywuLvKlL32JT33qU9XrzWaT5eXlP50ZntiJ/QU2rRUvnm8wThyNUHE0zBnFlsW+YedIHIh+U7N5kNFvCb363nHOUs9jMBHMx3Lf8OjAEPqadqTYOczot6X8dTBKmOtGDMdNcufotkKOBiPCwCcoMB/tdossTXn08D7a5hiboKcqXZzSRcmrRRUVKArQ2uI7qsiHOANmSnhPE9uADJ80NyS5YZIFWOrKiNxqkgwp5QXKFAqAU1M4kuK/BZFr5UCIAmqZDpKIR+mgUOBPtBZHo3JElGz0WSFCJwypwlrqHPzVjyrOLyveue84uyTtHuwKVuHutqQDLq3AG3eltHWmJZiNS6uC+dg5gqtrcGdHxjo1B+9twFJPMB+3twTzsX8sGitXVxXvPnREvjgfb92D9cIZuLsNT6+Lbsswhmvr8PotoUxf7MPrtx2X1wTzca/AfNzeBpvDxRXHG3cVCz1xEt67D5dPCebj0QE8d9bx7n3hRjm/BK/dhrV5cUCub8DTpxXbh469ITx3Bl6/LeDX0wuGr1x3nF+R9b2xIfwi93cEq/H0WcWbdwSXstCVcz+7KGu9PbCcXxTMiQWWunB/TzApDV94QFZnFaMEBiPHqTnNzkBSarNtw/ahots0GA37xxnzXf8k5fJdat9Sqe3169e5dOkSr7/+Os888wwgaZc333wT5xzLy8v85E/+JP/0n/5Tms3mE/uI45g4jqu/j46OWF9fP0m7nNj3nB0Oc964MwYkCjIqaK4DT1VqmWUJbuDVip/tsFTfFVnyNHNo5fC1lCZGvsPmWdVvkmSAIzIZ1lq0UiiXgbN4NsFkMWE2wmQJTglmIwvaJF5EogLGtLAI+VfuNE4SJYBjlHrkzuBri1G5pHkUJLlHlismeUCaC85CAbnTxKnCWqE4n2bnLMnD4lSRZUKfPh3m9z0KZVoZ2zNSDiulsIXAHHWEJM0gL8TmAh/iRBpbV5eGlhvZTEcxiuXp3RaKuL0m7BdB3tm2CMiBAE7jVByL0lma7QiBGMjnjopjhTgvkV8ryfYa0pdzEu04nkh1CMgaNAPBQkhfjq0DSXk0AtnsfU/mbZ3gTw5HxTm0HDtHBRi3GC/0XKWiO9eBnaP6fPaO5fsVhoo0E/xH2Xa2bdncl3E7kczHM2CMLrRuYJzKuCtzsD+U48W+4DwCzxH5FgfMNG2FL2oEimEsc9RakeXSbwn+7TctSfFHL8pJUovCYbSkawJf8+y57okD8h1ifyb06tZa/tE/+kd83/d9X+V4APzNv/k3OXPmDKurq7z22mv8zM/8DO+++y6f+cxnntjPz//8z/NzP/dzf9JpnNiJ/YWx4aRO5k9LnE/LdJeb77TUeDz1fprV+XhXvSYkTQDpFGDAFhuAc3WEwxWATgUol6GchA4kGuJjTE6oYiZ4wktSaLFIisPR8FKyKoVRpF4wxJlHnGnGqSG3Gk9bAYAqwYlkucJlIqr3eNmrkkhHQcitp97zjKQUbEE2poCsxA84V6Vgyva+J+kmpQS/cDysheYA2i1drW+56WZT+IrD0dTxVKa55N1IMqoUwPG4fn9QQHqcq7V/yusLtWMBtXR9XoePKicGBNxZWildn+W1/sz0HA+m5liON04+/L6aOp52xEb1MyF7gw/PNy9DWMW8yzmU7yvE8ZB+6+/jJK11XKbnU6719JrHqa2+D0lafF+Z+h2klty6k9TLd6H9iVE6P/3TP80bb7zBr/zKrzz2+t/9u3+XH//xH+fZZ5/lb/2tv8V//I//kV/91V/lxo0bT+znZ3/2Zzk8PKz+3bt37086pRM7se9qm+95tEKN0bA25+EbeTI8NecVyqOK2bZGK1id9WgGUnK4NufjGWgEmuUZH62g3/bpNORzC/0mvmfwjGau30ZrRRQGdDptlFIEUYscJaq1iIibVZrMa5ArA070XVyBglXKoYrCWyFGKxyJ4m+lnFS+lM4DNYGaViKOBoLjyK0qCLccWQEqTVIlUQ9bOxa4x50SwZm4Kq1S/q2n+gY3ReRVV8eU/Rj9OG6k17BEvqRSnjsrzs2FZUmb+AY+clFUVpshfPSSRJ8We5Ji8bSUti52Hb6BZ09LxKIVwjPr8vmlHpxflHGvrkm0IfDghfOC2ei34IVi3NMLgivxDLx8QVI7jQA+dlmiGAs9xUsXpd/Lq4Ib8T346EVFtyHjfuyy8GAsz8AzZ6SvZ8+Kwm7owytXBWfRbcInrkp1yvo8XFmTti+el7RJ5MMnr2maoSjwfuL/3957x0iW3fe9n3NuqNQVOqfpybM7m5fpLZeiiOenBUlZzyQoywIJ2hYVYNheChJl2JQs07IhGDRlw3/IomUYIGhB9lK2HkgRXkGWl8HkW2ofw3J3uXE2TQ4907G6u9K995z3x++G6pnZyJ18PkCj71SduvfcUzV9fvUL398tIua2b1axbzZdmwOK0RGZ49v2KkppFdCBWTEo50cV43W5912THuVA7n33lHzeGxXF/KgYl3Ojss6+hh0TAaEPpUAxM1ZCKxgpe7RG5HM+M1rCd0If1yRvyvPxyU9+kgcffJBvf/vb7Nix41XH3nPPPYCEaPbt23fB86VSiVKpdMHjDseNRuhr7t4n4ck4ycIsitERDws0Kl6qvmmYanqUA80gtow3fGIjYmSNqgh8tUY8rLEEQUKz7qO1lPU2RgISawkDn3KgscpHKcVmLxbRdBVjlUfil1E2AU8yGWO/QqIDLB7KWjyVWgQU30axUuaKkioVSBMt0gRUsKnIlclVR/uxh0m9FFEMSaLwfVBJUdGSKW/CUN5GqtWRGSKeV4SkTBqyUGknMmszj4RNPR9yDe2JUFmmJIqVzXmkDLNjlsFA8hr6EdTLln0zCq0UcSJ5FlEiiZxjdQmN7ZkWL8XqFuyZLgydXZPiTZhoiDEQ+rB/WhJUN3tikCSJPD4/Lks105J8itERuGnWUi2J9+LmeUVsZI7Trax3jITlJlbg5nkx8jKdj25fwitj6cZ/87xiZQOW2paDO6TFvefBwR3iwZkbU9QqilrZcssCjNWlt8stC5KXUwoUO6csnuexMClvxmTLctuCYqyh6Mdw85wlCMQAmmxYqiXLTFMMynbXMjeqKAUe1sJ0U2GN5JKUAkUYWCYbmn4kejezLU3Z0+la+CgSqmUf35NwYqvuc3a1SxQbpkYrrurlGuIN5XxYa/nVX/1VvvKVr/C///f/5sCBA6/5mu985zu8973v5YknnuDOO+98zfGu1NbhgBdO9ji7HmNJm55lbdZTT4JWRbgg8MjLL4tv8zYvrw09Q2YkVPw4DbdYfCUvSn0FEku3MYHpEZoBifLBGnQSEwcVEq2xeOIVISQyfvoqlUp0S/dZe4EAmaYb+8SJZmA0npL7iRJFP9aSC9IXd7uxDJXTpsZBJmtus3uX+ZZLmcqmGDxeGsLpR5AkYmxFESgNvlagLCaRaysN/b5hq5NIW3kLzbp4XYwt8i2GqZZUalRBcwT6A5U2tJO55dojSD+XQfqeZPk51hbS5VqiSSjE65GFHwJ/e9gBxLgaRDLW09DppXLoid02R5W+vh8NnbefXkcVn4skkedLgaXTI1U4lXWzQKkkG7inpCmfAmoVaWxnrBh92ectC4NVy2LMKRSjdZveu6Vekc+pVoZKKpXue8Xaln1DlGSfbZ3fr5cakLUwxqbuq9BPMKkbLMuJyT65APVqwP75Jo4rxyXL+bj//vt54IEH+OpXv0q9XufMmTMANJtNKpUKL730Eg888AB//a//dcbHx/nRj37Epz71Kd73vve9LsPD4XAIw6Wf5/cFge3hglc6Ll5f9Iy52HeNocwIrNJEqoT2FLHyMWisr1OPg00DK16ah5EaGEpvm6OnDdZ4aJUlBRgGafgkUKDSehdrwfiF0REn5O3Wk6RI9MxmmOUUyCafzdrmOSq+J5ulVlB0AQGbQO7csKnXxBcvSxjq3NgYXpqLrXliirVKkkKXIm9UZ4fmPzz2PCMmm1f2OxsribIXjh1+LEvCPf/x88/1SnPMdURIjZx07WJTGCn5dYfWIBkyiC52P4mBTMU/ucjncTgj47XWObfK0vnm7/RFPrvDj5iLnsxxtfKGPB+vlFH8xS9+kU984hMcP36cv/23/zZPPfUUW1tbLCws8JGPfIR/9s/+2ev2YjjPh8MBvYHhyGIfrRXjdZ/TqxGNqoRdVjdFVnqtY4hiy+yoz+nVmMBXjNY0i2lZLtbS7sbMjIasb/Yx1jLZDFhd7xAGPpWSR3uzQ71WZhAlrK+vy2ZtDB7QIwSrUMqkPU4MWhmslSTSyASpJybzcIh/RSuVyp/LLmJRxFbTHQRERnq3eEpyPCLjsb6lGURF4iaQJ55K+xk1dJwJWmVhmSz8I4/FiWyEcer5iGPZOD0v295VboAMIssgMvR6kgy5Y1wxUpE+JTvGFU8cNuyfVfQiOLlsecd+zQunZKO+c7fiR0ckb2OiCS+cVhyYlYTPlU3J83hxMQ2LTMOzJ4qwy5GzEhI515YwzW0L8nwpkFyPZ0+I0qnScGoFbpkXZdVeJLLtjx8uQkNPHrbsm4XuQHF6RUpenzsuHpE7dit+8IJloqGYaMIzRyV8stSGc+uWd96kefxFg+fBbbs0j75gmBtXNGqKF0/B7bvh1LIkkN69V0ptKyHsSstyM52QE0tw5x5RMu1HcNtOywtnJOwyO2o5tmSZaYrx0O4aFsY9FtdFGG92VHNyJaZW0pRDxdl1w3RT003bDMyPe6y2+yilGGt4LK/187DLRmfAaL3MVi9iEBvmxmtUSk60+0pyyTwfr2WnLCwsXKBu6nA43jjlUHNwQRSczrVj+rFk/nta8jwiI1Lgg1h+egP5FjmIZZMaxBZrLYNI4vqDWBI7o1jRjTRGKQLfMojFhW6SmCwrwiqPAQGxkXJaaxQlL0KTpF6UTGYsFQFLjQ2AxHhoL0tAtSgMBo0HlPwYG2sGqfS571kkACQ/RSff7N8iLHZRtdfh32k4JjZFfohSkk2v9fAXpsJbYvJKGEWQNfFTlnbHYq1io2JYWTesNxTdHiyvWTa3YH1TDJxO32Ozl0qXp6W2vQH04+I96UdyT/1I3pPuIFUVtbLmvUjG99P3zFg5R3dQhGE2utAZSPVMdwCdvmUjrSbp9OTxTh+6fStj+lIFkxh5fLMnJbmVEmx0LZ2ByLBv9eQ1Wz2ZU/a6ra54mDa6lm5PymC3elLu3I/FIDJWQiyGVKY+kGok3zcYstCZvENR1k04zenpDuQ8nb6UBvdj6A60JA1rudd+DHFiiBIjobrYorSUSctjhtnxGlOjVZLEsLY1II5t7sFyXBv8WDoflwLn+XA4Cqy1fOfZTq5ZMexlyI6zBEMoWo0riri5p0y+GQRekn6JsJR0Jldt0vyPNNfBamICunGYx9M9ZQlUlIqMWQweifXSvI60siTV/fCVeEh0pvMBxMYjNuItia1oQ0TGox8HrG1p+pHkQ2ShF0Xm+VB54mZehps9D2llTboGaRhhWE48q6YZDo3YtAomjiW8lYci0nb11lr6PZOPzyiFCp0ucKOuiY3kulQraUXPkHcm9IsQiB6SMc+cx0VISe4r1xmh0CbJXmNSefXMj5TNMTkvNyQ7V3Y/WtttJdn5/WTXTUuOUSLPnl0vN8YojLdamfx+K+UizyILhZVDk3egLQc2/zxmJbWSg1TcY3bvoX+hvLqnDKEvkyl5cT7hko7zMXvn6rRGQhZXO5xaEmusWvK5eWfrwkVxXDYumby6w+G4vCilcinpYYarC4s/8MXjdttYddHj89vIg8LzPIoG7lqavSEy6QaNMR4GXxJLrXg+LBpjPfI8jqFeLxIisSht8TyDrw2BlxB4hkDL7pn1atFDGh+keR3DOQOyuWfJhiLznlgxOqJYnZeYKj+ZQZAZBTZN1MwSF+X6InAWDvmBs+Nhx0kpKLw0WXt3C3l57/DYTMLcsr2N/XCZb37eoesGF/FFB0Hxfg63mM/OO/zpGJ7j8NjsesPXLYeFoTM8Npvj8LzDofsZ/rxl+EM3P/w674LP2PbX+xdZm+Gx3tCEtTd8DZX+Lp53lS7XFi5A5nBc5dy5u8ziWky9qtFKsbZlmGxo2l3LILZMNz3OrCWU0lLbs+sJozWNtZaNrmGy6dPuxBhjGW8ELLf7lAJNJdS0t3o0amXiOGYwiGjUayytbrDUHhAbTZpZmqqPyoZuEzE4pKBBGsup1BDAKqwuBKUy5VKQiofAG1BSlk5UwmhF6CXSkMyq3LtRNG+zRU+WNOFVqyyFVeYj4siy3WbGipcaA76vcqPFpq/JDJQ4/cZvTPZ6mGgq3rkf6lXF7KjHEy8bDsxLHsPxc5a379e8dFoUUm/brXj6mJSwjtcVLy/CnikpnV3ZgptmpTut1tIi/oXTMFGXTf7Eioxd3pCwyk1z8nwpgPlRkSOfbcm8Tq7AzXNwYlnCLjfvkO6y9YpiuiUdbvfOSGjn1DLcuUek0RMDB3connjZMtFUjI4onjtuOLigWd20LK1Z7tqnefqo6HDctEPxxEuWuXFFtQwvnRY5+cV1yfm4Y5fiuZNisOycgOdPW2ZH5b04swb7Z6RL7yCBXeOKY8tQDRXNKpxas0w1NFFsWe/C/JjIthsLs6OKUyuGWllRCRWLa4aZlk8vMnT6cry6GYl2Tc1jZWNAtexTq4i1NFoXmYYoNow3y2/1fz3HJcQZHw7HVU451OyaCvN/t2oenb7h8GKf2Eh+x6mVBN+TRlzn2glrW7LjdvqGfmxY3YiwFgZxwtJ6n9ATMaqNTp9OL8YkAwZRwiAxrG90IW0+b9AoJZkZmavd4KUej+ybsyr6qyjxLliVdrtVSd4cDshzQQKdkFiNp414PTywSWpoWDsUJrF5iW1WTaKQb9QmkUCElCHbvMzYWjF4svHnMxyGyc4LEvJ5+BkREZtpJTx1xHJkEbY6ljOrlo0tj2dPSLij3VU8cUR6puycgmNLirPpRr2R5mG8eEbmurQOz5wQXY96FU6vweoGLLaL/I5njovHYOckPH9KGtslBs6ui/roS6clj6S9BT98SeY4Pw6HTsLxJUu3L4mkmz146qiEaVY2FI++aGlULBNNOcfp1YSVDTlnJ4InD4uBtLIJj78M43XLSEVxfEl6zyy2Fd2+5NMcOqUIPNjqG44tw1rHUgos6x05x1Jb5pwkimPnpMtwo6o5vSrP9Qai9rrZg6NLYii2u3DknKIaWppVy7kN0kTqmF4klVMLE4UO1Oz49i1LElGd0XEt4nI+HI5rkMOLA44tSUA/b7i2Tf9gOMZeSFSXvCxuvj3nI3vdcM5BJ64QWQ+wBFpyPaS8Vqd5G1mAptD5UEheia+S9JoG8FAqSUXMJIE0MprI+PSTkHObZbp9yfuIYhHxGv6rVFS+KEph4f2wKLa6ll7f5toYWXt5T0uFi+cVGheDyKZCZhY7VC6azRuKtvH9vgwwxhKnkvWBr/J2840RjyT11tRr28NMIOGEwvtTGDh+Fr4Yuj/FhdoexhQaHnFS5HEoa4nOG2vPM9ay13n64mWxGYFXdBLOjDU5Lh7LOiOPVLKxlrFGFmYS40PuoSjnzhKHrZX8ISj+nR1n1y2lOR/D+SGeNqk2jYR7fvIWZ1xcK7icD4fjOqdZK4LlI+Xi6305TRYU8S15rFIqxpaHEgwyWWqtvdwzUUqTGZSCWkWnCaPD30+yBEGVGyLFsRIdkPTfANZqTBqakQZ04i/xlM0TYQPPEPgWb7jtPcWmnW1cxtihPJPtLg1jbCrRLpt1ZkBdkGya/xSJjlloJmvprpBwiqxdkYcxOVpcc7JZjK2W5ALVsFjzsZFibuPpsaeL3Ip6pcjVyNrKg8iog+SUZHkW40PnmmoVx810bCUscieGn58eTeeoxHgAucdsjlOt4n6mmsUcK6mTrTE0x+J+FCOlYmyWZlEbsg8alWykrAlIXkt23Wb1ImNVkfsSeoWnbHzEbVHXKy7s4nBcQ0SxZatvaFU1d+wK6UeWybriXNtSChUjZc3ZtZixER+DYX3TMD3q095KSIxlrO6x0h5QLnmUQ83aRo9mrUxsDL1en1ajxkbasaxeK/P8iU02OklaWmvB6tzrYIwofibWQynZzMueyUtw7ZAKpXy71cR4lNUAlIROApVQDeNUZMwyiL3caJCkUIU225NRjc2MDUV/AFFkc+VQY01uoJRLEnqySVEdEkcm9yR4ns3DRQrZdO95h6I1ophuaR5/SSTIexEcPm1410HNS6fkPbh9j+Lxl2SDb43A86csB2Zgqy+hklsX4MhZled8PHsSZlrSJ+XIOTgwI7kh6x24aUZCNJUQZlqWZ0/Ka0DyRm5dEL2PrR7csgOeOibXnGzCU0fgpjkpXz12Fu7ep3jptBhgty5IiGamJYqsTx+FW3dKaOj0Crx9Hxw6JUbEvhl44jDsmBAj4MXTMnZlQ+Tib90BLy1K2e7MqMxrqily80tty45xzeqWVNfMNC0nVxW1kmKkDMeXYXZUwkZLGyInf3pVvDI7JhRHzkKrpqiW4OQKzI/BYOCx0TPMjznj43rFhV0cjmuEKLb84MUOUSLJfP20y2e9IsmnII3ougObN29L0r4ZvbTmcrRq6fYjFJZqaIjjBN/TJEZEn0qlkG5PxgZhia1eQmw1kgNi0mZwmhifKJHQS2RE/MxYkW8PtMHXCZ5KUqPES/NGwFMxZT3AoImNx8CU2IxCOgOfzb7HRkeLQRFLx1lQeGk1ilIi4y2Pil5GtwuDgaE/ENXUODEEgaZc0pRLaps3pT+w9HomD+t4nkoTWuWMzYplZRPA0ihLQmg5tHS7hkEMOyYVZ9flZHvnNKdWJLwz3lRs9kRUqxfJms+PwbkNGTvZEEExX4snpReJB6LdFc/LVEM2Y4Bm1bK8AaEn69mPpL/LUluenxu1nFhKx9YkL6MSSqlulMB0y3JqWZ6fHxcBMJ16Pja64nHp9GWOO6dgcV0297kxMZr8tJ9OdyCN7rYG4uXaM21ZSTvfLozFbPUh8ORzlvWa2Uq74NYritUtwILSPlt9uZ9u2jCwVRUjBMTYWtmUEM5IWdamVrJolWAtzI1pbt0xVIrjuKq5ZCJjDofjyrHVN3m8vzswuRt7s1d8f+gO5DgekqXu9pN8A+72xbCwQJwmGsRDiQG9fkT2yux1HiZN3rS5NyM2EvpIUCRWZWpfDBKRYtc2SXM1im63mTqEVlkCQOrZUDYtjM3MCjEORGLdokuFromU1No8BJOkuRHSN8UwGJj0OUulHOSLkOVFRLEliiyeJ0aHTitpFEXremvF8AAR3cq8KmdWi5LdxTX5bawkUMr7U7xX54Za0GcbbWKK1vaZ4QFimGRzzK7bj4s8j+V2ca4zq8UcVzfluNO/8HkQ70Y2x+zest9AbkgNzyE2EKcCZ+udQscjMzzA5vc5nKey2Ss8U+1sHYfm1o2K/JOVzeJ1a1vFHLO1GUQ2D08tt18lacVxTeN8Wg7HNUKjoqlX5L/seF0kphUw1fLy3ibjddktRsqaSii7wUQjyJM2s8qAQGtqFQneV8shQZo00KpXUlEvxVhDni8FmpGKjxoyIkiPC00QKZdNTPpjPaJE5+kiWct7IM8N0Va0OkChtcVTWbprkR+QyThkZbRRLN1ms7CMJIMW6pbaU+mmrbb1tFFKPCD+kGaKUirvHaI13LFHxtTKioMLMmZhSuTTQSTEQ1/mdNtOOU+tXIRI5sfEswBSauulnXdvmpXH6hXxcgDsHBePhUJKabWStvHZ2ImG/ICU15YDGXP7rjQfpwwH0rFzY+IdAenKG/riwbhzj+RO1Cuwe0qe3zUFjapc99aFVKLeg4Pz8nyzKmEVkHLgSihrsmdSrhv6ipk0V2SkXOQbTTdV/nmcT3NjQj8rGZYy4yynZu+UzM/T0vEXoBLIGIDWiMqNj12TFxEVcVwXOM+Hw3EVkhjLiWUpQ52oKxbXExoVzb7pgLWtmMlmwGZXM0gMk82QchAR+oqRike1pGjVpFX9Rscw1fJp1cRLMF4PKQXS0rxc8lnf6FKvlYjjhP4gplWvEIahbFq1Mr7vUS35eJ7m6KmIyBisyipO0hb1QGY0DGJNJu5llAiOhZ5JlVFlA0sISKwiTgXYEyv5Ixaban7YtLJFQiPitRAjJYqh1xNPTBBoBlEqGJZWYmSCYaTn0tqClW/pnpcmfZaKao5s5gfm4L23SAJkvSo9R2bGLHtnNIPY4+SS5c69ir2zIm1/y4Js4hMN2fifPyXGwFZfvAi3LcD4iEV5snHXK4rJhhgcmc7HUqrzcfOcXDcMxJBo1sSQUUr0PQ7Oi/HQG8DN84pmzYoh01RMj1n2TEl45vSqGEXzY+LBOLgDRuuK8bqEUF44Jfe50RNvyq07FfMTknuzc0ox2bJMpv1nji9LT5q1jng69k1ZplpiUEzWNa1qQmtEBOnWtwzTLY+1LUNkYLrpUQkTKqGiVpZrTzelHcDyptz7eAOsgR3jYpQ0K4paCc6sW2ZaIqne6VlmR53xcb3icj4cjquQZ07EHFsSl/NIKUld3JbQE1+3p8i/7Qe+ztuhezptGT9UoVLyjWRdQp7nARZP26EGcILneURpW1KlfaI0P8JYPy3JTUTcy4QMYk1sNINEvsNYoDfQBJ4l8CyhnxB4ESVt8VSC1lKGohQkRmOAyAR0opB+rOlHHhs9TRTDYCBu+sztn3W5TQz0+wlRZAkCTZKI18OaTKLbpiW2iolRj2rZYKwijhVxAr2+lOaKoJmUKIs3xFIJLGtpSCD0JUEyKyEG8TZ08rwGSdwEKIeK2IiXIytTbVSlT0l23B3I4+U0hJT1fAH51r/RlbCL7xWPZ36gki9hGJC8kuy6gV/IsmchjUpg8zBQvVKEWcJAPhcyR3msWSvmVa8UYQ/PS1VPfempAjBaTRikn8F6OSnk09PcIk/JGoCojnajtLw58WWshX5SeESy6zYqNr2upRoY6XzsGUJfPq/NqubuPa7U9lrB5Xw4HNc4We4GFBoWw8WliS2KTYdj79kmZIfGJ6bQ/EiG8jvyEtTzxmbEQ8cS3JCy2cJWUaCGBL2QYEw/0RiseDSsolzqi4fDeGhlpXeMlYTTxIpeRmIVVkkpataxNkmbv5nUmEpSg0ulHo0oTbhVCtSQwJjvKSplSTitlKRXSGw0m13xsAx35856poCi2y/ud5BXzxRr2xsM59EUj2ebrjHFxt6PirG5MaGKNR/W6hju5jsYOs4unRke2RwyMsNj+Otjd2iOw2OTV5gjyPjhHjC56JqBQF8437xPTfFQ+lmRRwbbxsrjydAch6+VHQ8becP304+uqu/GjrcQZ3w4HFchN816DOIETyvmRj1OrcQ0KpqSr1jbSphuhaxvxUSxZWasxKkVCbs0az5nViNaNSlZbXcSZsfKtLcGGGOZalVYXusQBh7VssfaRpfmSJkoiukNYsaaVVY3ZGdt1SucXetRDj0CP2B1I2K8EbDZS1hcT7M+TNF/xZjUQ2FhECtKngI0myrA04aSF+UbfWK19GXJmqClMu7ikSkMD7BDxoLNk1CHNTs8aSsjDdoi+WYdBtCqDPB1odJaryg8rel0LUorKb21Mt9mFd51QPH9522qWirS5PvnxNA4uQzvOCDt6mMDd++RseMNKbd95hjcsqBod6Uy5W374LkTstEfnIenjsPEiJS8Hk1LbU+viWfi9gV48qjkfOyctDx5VMIuWkn4446dUp7bG8jxYy+Lp2JuHJ5O5dU7PQm73L0Hnj0u63rnHnj0BQlxTDbh2RMSiml3JOnzrj0SitFa8lKeOSlzrJXh2LKEkVY3xYNz85zm2JIh9BVzoz4nV0TC31OWtS3D7JjP8oZUEs2OehxbMpRDyT06tmSZbkk33dUt2D+jOHJO3rt90/DSIjQqitGa5tSKYW7MI4pFnXfvTKHs67i+cMaHw3GVYIzlqRPS5nzvNPjaw/PE/V1Ky0dDLcl4oa+plDSeZ2hUNVOtQrlpfjzAWsvJ5YhBbCkFHmHgkySWwPfwggA/8Ah8je8H+L6PReEbhe/7eL7kZwS+J9cNPXxPUQ4VYahRA40hwaQCYllDOZR4Hgax9JUxxpP+MEoTpsqqZT9BWUk6TVLPh4RLxJuhjJbkU10IgWXN4bKqFmOKMlyxWDSeVgSBwpgkF9VqVBLxmNiEQRIQ+NL1NwgUSaLo9GzaswYaNQmPjDcUIxXJUxhvKFojUCkp+rGlVZP+L3EiY0dHJDmyUZHwQaMic+yWYKSkaNbEgKiVoVGW11QCKPuS+1ENwSRQKVlqJfH61EowUoJ6We65UZGciFZN0QskH2W8meZJVC1jdSldDTwJmzSqivGGzKNZg5lxJfdSh9kxyVEphxCGMFqzTI9K/k6zZpluweiIohpYYmMZrSkCbehGlnrZY7RqCXyoBCI0Vk2TUSuRohQoyoEi1mJEVUIoB5pqCCNly0hZcdsOcaMMYsvKpry3tVDWrl5W1EoisV4va2ZGS+f/93BcZ7icD4fjKuHwWcujh+W/Y+hl7nxLqxrluRmlNOdDqUISvVH1uHXnyLZzrW3FPH1Ugv++zqpUIPBN3tE1a3dPqj0qJ9a5i3xYJlu61oos+sBIKUI/8kRkzMgmFCeKzb6mH+m814p4IQy1ICEMYkqe9HqJjSa2itj49AZpgqpNRcsS2TylckYMmiiyDCLL5pYhzjVAoFTS+KmMermsaVRijDHUq5qpRg+sFSMHLaJkRtPrS6hnECsppU3DBNZYev00DKW2u/8hlSPPQw42z5HIl04VOR/1alZYDKVQ1maYTLlV3h9Lf5CuNcU1MtVSP/XsKFSei2LSHvTZ+GToNUl6P7UKROl1s3NpXSi2VkObv9fl0OZ5HOGQzHngpZ8br3g+yBsHWoacUrlkulKaKElzPkyRMPp/3uoxUlY8fsTwwpmhOaRhtUpYxGt+8hZJjHZcW7icD4fjGmS43flwQ7SiALVguH27d5HuaXroMTW0k77Wn/Ohatdtr7vYvHwP+rEYElkIJI5VfmyMbOxaaxLfkCQecVoym6RlucZmOiEqzxvJ5qlFMIQ4salXJesLItUvSkliaRgqAt9SLsFIVVEJLWU/kj4y2uLphMQi1wZUCfqxj0X0JDLDYKhjO1qxLU9BZY9lx7p4X7Jl2jb3zFNz3nt1/jqr857XSrrhnD82m4o+7zNyvoGkFcRD883nyIWfoe3v9UXmeN55M9PgYtd9pXMNj80eH/6cZ+cdPp3i4vNxXF8448PhuEpYGId+pNjsW3ZPSpml72nmRgNOrxqaVakkWduKmWr4bPQk52Nu/EIXdaPqcWCuxEY3Yarps74VY6xlohGw1O5TCjyqoWJtc0CjFhDHlt4gZrRRZm1TMhWbIyVW2j0qJR9fa9a2IsbqAe2uohdZppseTx2HE6up4qiRb+W5gmi6yYSBbOSJFXEyyL45i2ejN1AEfrFBhn6WLClhEZUUG5JJbL5TGWOplqUFfBhCsxoTeoZAm1xdVbBoZURbQlkmqh6xsbkmyVZXusTePA9PHhHtirkxyzPHYc+0kjLWFcsdu+HlM2kZ67zi8ZelB8x4A547Lq9f7yiWNyx37VG8eEY2130zIq8+2RC9jmNLkk+xuCZlr7fOS9fbUiCfgaePSwmq1vIZuHUHnFwRmfeD85K7USsrppuWQ6dEK6Pbl/PdthNeOiPvxS07ZGyrJiGiw2elzHWzJwJiB+bgeKqAumNc8kpGa5pKCItrlvkxj42epR9Z5sc0p1eNaMmMKM6sJbRqIii3lpbarm6KdP10y+PkiqEciPruyVXLVEPk1gFumVe5HP/OccWxJSlFrpcV59qGqaZH6Dvr43rHGR8Ox1WCUioVjpI/vFmTMfBoVgv39URD/ts2aq/839cYy1I7pt1J8D3FclvKI7VKWFyTZMB6GVY2YmKjiOKEbj9Be16ecKoVrG306PU9At9nbStCKcvalqYXWbTSLG9KHxWTeTpi8jwNY+XfmUZHJkmmIPd0ZMql1oiXQgTHDGGg6A1E/dT3wJhCYl1rled+aA1hYKmWLJUgkU6syuJ7xXdppdJqmbTKRivLINYsrosGx/Fz0lOk5MOhE5Kj0B0oXjglVR69CM6sKmoVMUiSRESynjluGa2JNsZTR6WV/HrHstSWPI/nTirxPig4dNKy3JZcjSPn5L5OrcJmV/JAnkuNj0EEh07K42EgxkcllMTTfiRG0uGzkhvSHUhflCSRKpezbQn3HFsS46NRg5NrsNGzdCNYXIdSYOn0od2TnJAza5LzUQ5hZTMhjuUaq1uGSqhpdwz9yFIOfJbaMX6aRLzUjolihUWzvmUoh4rdU4UM+sH5wr0x3DgPwPcUty/IZ/zUasK5dkJnoNgx5jPRcLoeNwou58PhuA5Z3oh57njvgsd9bfIW5oEeyvlIvQRa2cLFn3ooJL1ANpPYeERGjJ52L6QXe1LdEinaHfFkJIl4PcIAfM/SqFoqQYzvibaIAvqxJKvGVjOIFb4y+J6h7BtK/oB+HKRjJCG1M9D0BprNrsUk8q3Z8xRjDUstTCiHhlJgpGoG6Zor365V7vofGB+QXI/1rlRRbHWLslkT26L08yKxEpvpiUDe2j5rWAdsU1CtlsXqUIDvF/kdWeXOtj+7VjxGww8pVeRmaJ15kRRBmgu07eVD+SPDIY1qmfy9zjrkKlW0rg88m5+nGiZ5HkeW56EoFGKz/J/hPI/McMx4323lbeG+18M3nx7kJb+37fBYmHDGx7XMG9m/nby6w3EdUgl1vi0Mu7DDoPgv76U7y/CGkcmsAwRBcZxtQsGQRyFro66VhEqsLVqhZ14K37doLR4KrQojx9OFseNrS+CLtyL0EwJtqYYRtVIizcs8S7VkCANL6CvC0KMUelTKUuWitKLkFwqqIiUv39ArJamoMXh5AqPvFfMYGdKvataK46ytvD/UTbdRKXITGkNjMynw0pAjql7OtvLiGkqRe2TKQxWkjaEW8yNDa5oZEtUSZJv88HzL6XV9r5jj8PO1oWhc4G3/PXyPw/eQXTs778WeLwyZ4rrVkuKNmR1Co1K8aqTyZs7guFZxYReH4zqkWtLcsafC+lbCVNOj3THExjLZ8Flci6iWPColxXJ7wGg9JI4NnV7MWCOk3YlEXr0asNruUa0E+J5mbWPAWKPEVt/S7RumWz7HlmVDm6grHvyBZXkTSl5W5SLfuEPP4usk39QM2TdwI31KgoRAJQReTNmPsEZ6v/gqJvQS+rF00KUkSqtxbPPyXN+zxIlmoxewe9LQqEhFSBbemW75LK4nBJ6iWdOcXhV9isQqzqxJ2OXUqiiX3jwHTx1TNKsw3YJnjkvJ8yARnY/bFuDIWUmivTnN+ZhqSUnt00cst+5SbHThzArcvVdyL7QWafRnTkifk3IILy9abp6X5nVrm9Jj5dkTYgzMp9odOyfFCDi2JLkbi2uit3HTLBw6JYbQeB2ePw27J8VzcnpVckJOrIg3Zu+04sUzltaIGCXHl2BhQtHrW9Y6sHtScXpVDIjppsfJVaS81oNz7YSZlifv9cAw2/JY3rQEnmh3LG8m0mfIwkbXMF73tom3vV7u3u1zfDmhXhadD8eNgzM+HI7rkEFsefpYP9VUSFjfMlhgdTNmdTPBU5ZaSdHpG5bWI4xJSIxloztgM9UFb1QDNjsD6ZHie/Qjw8rGgLVugLGwuK44uixJh/UybPQl/yMT/coSPaWpXJEHYq1KpeDTMk6d4GsJu2gsRoO24FmDUQZPGRKt8LR4SbQPsdGFQJmW6pl2F862RW+jHyUYK7kLq5sJCqiVPVa3RKtisx/SHciGfeSshI5OLCteOiNVL1NNyZF4/pS0jelFcGZNEk6thedPGp47DqFvqYaGxVV4/CVFpy+JoceWFMeWJOSzd1qExcqBeDHWOvDCaVhpS07JsXPyb0/DwoTknzx5VMI1Wz3FiSWZS2LkuWNLpD1/pD/MS4uyrv0Ilrcs59oyx+VNw5l1WeeRsgianVm19BMxoNa24FxbwmDnWqK9EXiWki8Ku8vthO4gSd+zgIWJwlUy0yq2jlr5zRsNLy/GHFtK8DW8a7+iWnIGyI2Cy/lwOK5DltoxzxzvX/B44Jk0Vm/xVRbbN9KADVLtjzQkQhE6MGmEdpD4RKnOx0ZferKAfPMexJo4kcTLwLeEvqUcGEbKMZ422LS8NtO/CFRMLRxQ0oO81EVrSQw1Vks1Cj69yCcyHoPYoxd7gM1l0bNQh1aFToRWJjdsfF2oocZG5holiq2B3MNWXxJbIVU8TbLzyW8JHcnxYGBzSfNeTyo7rLUMBoXMu5fGSqoVneeNBH6Ro5E3s7NsK0HNrpvleSgkp+V8ymFRAlx0/C2OPV3kZJRDm7/X+f2kFUQA/lB+T+gX+T9e/rmw+eeiGireeWAoPvQW8f8+28vzbG6e89kx7r4PX8u4nA+H4wanUS3KFVu1Iv+jVZNAvqegkn7LLIVenv8xUi2C+yPVMB2rKKW5IvVysTHPNOW3UhJ2gazN+lBSYmbA5NUt0l8lNoooE6BSRT6IjFNDSa4WX4ugmlJZIqnkI4SeeCiy5Mx0uoyUdT7H7H61kpACIJUx6di5ls1zXrL27pnnI7vfLLdi52SR47B/Tn6XApFXB5hsqnzsrimbr83OCXmsHIgaKcj5s5yKPWm7e0+LrLrMEWpp3sjsaGFczI8XY7MW9CPlIidjulXMcbpRjK1XivvJrjvRUNnyMzaS5sNoqITpe1kp1nF69NIYBTMtL7/u2Ijbjm4knJnpcFyjrG/FxImhOeKztil5DdWSx8pmTKPi8a4DFQaRla6riYhzlQJNb2DwPUWSGJY3BoylOR9bvYixRomNLQm71GsBaxt9quU052Ozz2i9RKdv6fYtUy2P8YYl0DBWVxw+K5uqVvDQjySvI9vYk9TgyLwPcaIxHnSTkLIn18u+hRs0htx6oRxYbt8VMEhgq2dpVRXtnmyqUw1pUd+qaUqB4uy65Cd0Bh7dvmWm5bHYTgi0olnVnFo1jI2IuNnZtmXXhGL/jORT7JuBHRMihT7RkFDIzgkJjSyuwYFZxYl5afS3d0azc9Iy2VI0K5onj1hu3yWhnzOrlrftVXkoZc90mvMxKkbCy4uiCbKyAeub0hNmzykxiObGpOxWdD4Ux5clF2VxTcpp98/Ai2fEmBgbsby0CDvHZY5LG7Bn0nK2LVVHO8bh6JK0q6+URKtkdkzTG1jaHcvChM5LbWdail4k0v0K6EWWSijniRNLObw0hsGB2YAd4x6Bp9IyXseNggu7OBzXICsbEc+flN7qpUDTHYgb3/dE2loreMf+Su6xOB9jLE+83CZOsvJX8fuXA0WUtjAtBZpBnKQt4EXLA+WxFaVfs3XIWif1LGjFRk+updMwglZSvVIObK54Oki8XAdEYWhVIpqlTXH1p0mkgySQUI/VRFbKYxXQifx0XorNXubFkE0ZLJXAkNishLQIF3QGWWWNRy8SI6cX+VKuqxSrWzLvWkkan4FU8vQj8YJksueVsGhn72FYWk/7z8SG3kAMiyQ1mqZHi/WYaEq+ReaxiRPZ5LMS07ERyb8AMSq2+mm1i0fe/6Q7NLbdTe+3JOfwtZTPWqTKJpN9b1UNnTTylpXo+rqQVK/lawcH5z12ujJXx4+JC7s4HNc5W72iD8ZwS/as9bkkIL7y94o4SWXLIe31kr4+6w8PRHFxjWzIcGv1zlBKyfAcjM20KaTmxNhCRt2kuRfWKnyNhFyyF6ZiYCg91G1GNvPIFN+Ksw0TyDdaRZELMTRtelEW9inGGqPy+9nqQ+Zz2RySRcnuZ0hQla2h59dTY8HaonX9cKv4jV4xr+x11hZS7sPrtdktjrcyzZEh7Y7O4MLnh89hhua4bW2GjrO3dejt3dabZqN7VX0HddwAOOPD4bgGmWqFVEuawFPsmAgIPEWtrJkf9yUfoOFJKeQrEAaa6dEQT8N4o0St4uNpxeRolcDXhL5mcrSGpxW1ik+rXkJrxXQroFaWZm77pj3KaSfWfTOawJM8kPlR+aa9f0YzUi42URD9Da2kmZgYIZqeKaFQaKUIfM38RAnf09QrPjOjHp6GuZZHKy0D3Tet866w+6bluqM1xUxT42uYH/Ool+XxnZM+oQ+1kmLPlMb3YLopZa++J+WzrZp0Yb17t3g3xkdE0jzwpIx1blRKh+/eDc2qeEXec1DlpbHvvEk8GW/br9g5Ked4902KRlW0Q96xT7wi82Nw06yUH9+5S+TWKyG8fZ+s4eiIXCP0YdeE5KCEPtyxSyTSqyHcsVNyR8ZGFAfnZI4LE3JPgQc3zSlqJTlvtjatKuwYF2Nvx5jK13HvlJYKnBB2TTqvh+Py4nI+HI5rkFKguXNPoVu9Y6J4bs/062tH3hoJMMbSqgVEiUc3iGnUStK0DUW9Fkq8v+Qz1iijlMJai786oB8ZJpqaxCZ4WjE6YvFVQrOq0VoxVhOdiHIAh05rdFrjoig8IhYxCKwpMdEYod0ZpO3tAwaxpRR6lANJlh0d0dQqiq2eYaqp8m/6U01FlCgaFUXJl/DPZENTCRW9SDM24jGIFZ5WjI1o+rFitCbXLgUwN6rQ2jKIJL8jNrJxTzQkTDLbEo/G6IgYA1pLHsSuCej0Fa0RRaNiAMUtC4qNnmKpbdk/p9JEWkko7UWKyYaEiUqh5Jc0a+IV2TMlHpbQFwPFUuTO1CuiRVIJxdOxMG7ppxLoE3Ux7OZGFVEiib6zLckzsUZCP5GRniojZRE4m2poxutiaMSJxabvi7GG508l1Mua2TG3LTguPS7nw+G4AYkTwxMvrQ+VYqalqR6YtKe7r4uQzJ65JvVaiaX1AS+fljiBUT79uKiYSMz2hEGtpNrF2rSvSqyJraLsJ3Qjn0oQ0SiJ79/TQyW+WqdlrBBb2SglYVWOldIMslbxOgslDEuBZ11kpFw1a+9uEW0QY2EQy7msJS8XDv0ilOHpTJNk6H4gv99+39LpQWIsm1tJmm8DQeiJpkhFQiwWkTkfxJm6anF+CTOlhkUasgl9cv2S4S6w0nYeSqHN5xh4WR+dQjK97JvcMKuEJg1BDUumw3tvKRH6iudORpxckRhV6Nn8unftDhkdcZ4QxxvnjezfzsR1OG5QLva1Y3vPkeI4C50Ye/5Y2SEv9g0me7YaRPQTn8BLjRolTeDURV918Xmdf96LHQ+/fnv/kfOOhx4zF7/di85heGxiitNkY+3QWuS9XM573fC5xDh75Tmcf12LJO1ebD7564ePX+F5e9H38tXP63C81Tjjw+G4AfE9zd7ZGsvtPq2RgCg2dPsxE60yaxs9FNCql1hZ71Iu+TRqIowx0QzoDRL6A8NEq8TpVemaOzaiObVStFlf3TTMjnqsbRk6PUtFG2LjUa9I7sbZtTjV4DBsdhMmWyHtrQGJsYzXS5xd71NOe7gsr8eM1X22+hJ2mR3zOb1mUCimW4oTy4ZGxaMcWM61DTOjHptdkQWfH/M5NTTH48uGsRERMFtqW3ZOak6vSvLlvmkpY62EEvY4fLYIuyxvwr4pKV3Nwi5PHIbREUWjrHnqqOW2nZp2D5bacPdexfOnxMA4MCdS7ZONrKutyKSf25Rk01t2SFlvyZfy2BdOp2EXLaqq+6fh9Jp4ZfbPwounJeySzXFuFGKjWNm07J3WnF2TipaFcZEuHylp6hVYXDfMNIseN/umfQmxKcV0Q3NqNaZe0U5vw3FZcMaHw3GDMogNvVS1c26iUK9s1goZ7UZte/6IVoqdU5X836Mj8ifk3HpEksQMIi1hgiQRbRET4WvL9GjAubU+GE2rVmOiEXA+oyPyWLsTEUUxXqoTEsUJg1gRxRIuimNNFCcoFP3Iozew+F6CtYrOQKTBpSeJojuAzZ7C96R1/VZPQgwW2OxDpy+lqf1IDJBeJF6TTj/9GUi+xmZPjrf6Ep7oRtCLFd0IAk8TWehEUjGz2ZOqlM2eQms5bnfEuLBKKmE2+zKXTh+66RyMhW4k8uf9CFBy/l4k1x5EUs2y1RcPhlxDfkeJZasv4am7dhfGw2SjOJ4d3b7epUBx20LxXo83PKy1HDs3YHkjYnY0ZHYsxOG4FLicD4fjBiSKDY+/1M7/fceeOuXwzcX5rbX8f4c28/yRLPNDYYdkzk3uzp8brzA7XrnYqQB4+vAq/Uhk4BMrxo2U6spGatHEaX6JsfpVwwRKSYKo6IyoPMyRiZ1lDeog1Se5aLt6lR9neRGDgci0W2vpXahiTykUNVdI9TrS12VS7ZmOB0AlyLQ3pHFbFhrJwzhD8/F0UUqchZaGcz4CDz78zjfvudjqJTxxuJP/+/+4acSJfzleN07nw+FwvCpaq/N6g/x4G0wm5T6M5w0fF39qwlcQPiueL144nESaMdzqfbhFvFLbX3P+89nrhmc6/Hw45Af2h9bmYs+XwwvH6qHbKgWpEUHRf2Z4btvuYej5bfdzkeuWLjbHofup/JiOCt9T+T373va1dDjeSt5Q2OWzn/0sX/7yl3nuueeoVCq85z3v4XOf+xw333xzPqbX6/GP/tE/4k/+5E/o9/t84AMf4D/8h//A9PT0Wz55h8Px5vC04paddVY3I5o1n8B/899DlFLcvqvKufWIekWqPdY7MRONgK1eTBRbxpshqxsDAk8xWn/1HXLP7AjL631KoUcYeKxtRDRHAvqRpdM3TDZ9ljfElTA6ollcM9QrGt+zLLUt003FVh86A8vsqObMqsH3FWM1xclly2jax2RpQ3Isljek2mRhXDrGVkLR1Ti+JL1S4ly6HE6uihdjYVw63rZqipGy5cXTUj67keZ83LYALy9KE7ddk4pDJy1TTSiHiuNL0ul2rSPKpwdmJQ8k9BTTLcvRc5IfAnC2Lfkl59oyx90TkneSzfHECsw0FbERddZdE6+wqK+TUqC5fVeV9a2Y8XqAdtaH4xLxhsIuH/zgB/noRz/Ku971LuI45p/+03/KU089xTPPPEOtVgPgH/yDf8Cf//mf85//83+m2WzyyU9+Eq013/nOd17XNVzYxeG4djHG8tzxTbZ6CaMjPltdSSLdPTPCWOP16Y+8qetay2OHB6xtWcZHpMfKIIa5MY+TKwZPiaFyclWSPpVVrHclWXNxXcItuybg6DnxRIyOKE6vygbfH4hRsXMCjpyTpncL4/DsCUU1tFQCOHYOdoxbltqS33HXHsVzJ8RzcnCHJJw2q9AcgcU1xe4pWO9KbsctOyzHli2+lgTX4yvQqEiIZb0jom1n1iAycM9+xcK4MwgcVydvZP/+sXI+zp07x9TUFN/61rd43/vex/r6OpOTkzzwwAP83M/9HADPPfcct9xyC4888gjvfve739LJOxyOq4v2VsShE6I9rjB5uKRa9ji4s3Xprts1fP/FtEGdlauTzSLV64iG8zxsljNSnEOrQtsjy7cwtsjXSBJI0tdFkVSYGGPp9rLnC62MwC9yRXyvKP8Ng+KxIM25rZWL+tnhME/mdDBDZb3jdfi/bnPRcsfVyWXL+VhfXwdgbEz6QD/66KNEUcR9992Xjzl48CA7d+7kkUceueg5+v0+7XZ724/D4bg2qZQ8/HTXLA0lsA5X0FwKqqHK8yEqocpNj0aa16pUcex7RW5FYyjvdbSWjkW8IyC5G1m6ymghKMvExdrVV4uxU81i7NTQ2EooZkStXBgarWphceRz1ENzLAqRmG05r4fj+uBNl9oaY/j1X/91fuInfoLbb78dgDNnzhCGIa1Wa9vY6elpzpw5c9HzfPazn+Vf/st/+Wan4XA4LjO9QcIgtpLfobZvhoGvuWNvnU7fMFL2GMSGxFiqpUurmOl7intuKrHZNTSqmkEsjfWaVcVG1+Jp6cWyuiWGxSC2LK5bdk4oVjelnHV+1HJ8RVErQ7MiuRWzLWmmd64Ne6fg1Gqq8zGpePYEjNcV9bLl2RNw87yi3bWcWYG798LzJyUJdd8M/OiI9IGphIqXF+Hmecn5aHdg/7Tl+Iokk0424PA5mG5Ifki7K51sO32ZR2YgORzXOm/a+Lj//vt56qmnePjhh3+sCfzWb/0Wv/Ebv5H/u91us7Cw8GOd0+FwXBo2uzHPHJWwylQrYPdM9YIxvqdpVMUF8GbLd98MgadyWfBKKBs9QGPIszBeF6Pkr543RAkcX7JspqWyx5YUq1sWa2Xj3+rDc6cgisXgeGkRltpyrh8dkTwMhSVJLJtd+O5zlq2ejH3yCJxeES/H3Lji7Lp4M5p10Q15+oQkstr0uu2ejG1WLJs9OOTBfXcoJhtyvforVyY7HNckb8r4+OQnP8mDDz7It7/9bXbs2JE/PjMzw2AwYG1tbZv3Y3FxkZmZmYueq1QqUSpdukQ0h8Px1rHRKfrVr28lrzLy6qXdtUTp1Df72x/PckWy1vWDuMj5WN0sjJilNDqcGFEpBRH8ysaeXSvOey4daxDDA1KxszTnIzM8QAwPEMNkvfPjl846HFcrbyjnw1rLJz/5Sb7yla/wjW98gz179mx7/h3veAdBEPD1r389f+zQoUMcO3aMe++9962ZscPhuGKMNYJc02N2/Nr80jA2omil4YsdY6KjoRXsnBCNi3Ioj4N0js3yMA7MSCKpp+GWhTSPpCphFYC9M1Ido4C79srYkg937pLnW1WYGxNDY/ektLJXCnZPKLQSrZSF8XRsTa7tcFyvvCHPx/33388DDzzAV7/6Ver1ep7H0Ww2qVQqNJtNfvmXf5nf+I3fYGxsjEajwa/+6q9y7733vq5KF4fDcXUT+or5yRL9yDBWL/589AYm1/lojVzdXRs8rfiJmzyMlWNrRW49SaDkG8qhGAq1smho9CPL0ibsmZLwh/R2sXhK8jEaVcV43XLzDs3qhuHsuvR2adUsnoYD89KLZWZUut0eXrTcNAdrHZFtv3WH4u17xBBRSvO2PdKh9/x8GofjeuINldq+0n+GL37xi3ziE58ACpGxL33pS9tExl4p7HI+rtTW4bh6WdmIeP6kyG83az63LNSw1vLYS5v0I/lTcueeGrXytdeS/fsvJpxeK8piM1n2QSIOYg1s9VPJ88TS7og3uJ/2e1HKEqVr0KjCZr/IOemkYZxyWac5JRCmOSkL4/CBuy/nnTocl4Y3sn+/oa8or8dOKZfLfP7zn+fzn//8Gzm1w+G4BhjE5qLHUWwvenwt0YuK40yvY1gHZJBISMUCPZEU2dbvJRlKgelFhdJIPz2vUue3s5cck85FesM4HNc7V7d/1OFwXFVMNkM2OjG9yLJ7SsQwlFLsn6twYqlPo+rRrF17Xg+A23dqnjpmKAeSF3LknGWmJZ1xlzdh3zS8vChGxp4D8NhLMFpXNCvw1BHLrbsU59bg7JrlnoOaJw5L2OX2XYpHX7TMjEKrDi+ehjt2wcqWhF3uvelK37nDcflxxofD4XhNTq1ELLVjplo+nufjJWZb34/xRsB4I7iCM/zxGa0pfvKWwnDaNyPe3qeOS+Jo6IGvAC3iY6FvKflQKUl+iPwWnZBKCBVfdD7KIZR8SzlQlH1LyYNyoPipO67cvTocVxpnfDgcjlel2ze8eFriDOtb/Vz2exD3uXvvhTof1xOn1+Cp43J89Bz00hDJoeOWfgQvn7EM0rDKS6ctJo3THF20DOJ07ElDnMjYLM/j6DnL3hkoBS6p1HFj4poEOByOV2W4Vfxwzrl3A/z1GG5x72nJ0rCIRHu2FJkxlv1W6fOkfWJ8neaK2O3ncsUsjhsZ5/lwOByvirRZL7GykTDR8Oj2Db2BZW782g6zvB4mG4p7D1iW01Lbw4uSYLpvWvGjI5bREU2rZnkulVdf2YBz65a37Vc8fURKZg/uVDzxkmVmTFGvKl46bbl1p8r1UhyOGxFnfDgcjtdkbMRnLNXvaN1g/UV2Tyl2T8nx2Ij8fvoYPHEYWjXLVBOePSFVPisbon5aDi0/fMGgNSRG88MXDTOjinpVer5gFfPj12ZirsPxVuCMD4fD4XiDfPspyflYXJMfEIMkC61852nDIC23/atnDMbCsXM210p65FnLe2611MrO++G4MbkBorYOh8Px1jI7WhyX0+hTKSjyQMbqqRgZ0Eq9JUqJlDtAsypVMA7HjYrzfDgcDscb5P/+PxQHT0uL+3IIz52AgzsUG104swp37LY8d8zieXBgXvHiKZhsKkoBHDtr2Tur8LTzejhuXJzx4XA4HG8Q31Mc3CFdbP+fR6Rz7YuL0O1DlEiI5dlj4gn5uZ9U3LarMDTu2OOMDofDhV0cDofjTbLRFcMDYG1LDA+Q5nEgYZdDx69NuXmH41LijA+Hw+F4k9SrMNOS4/F6kf9x07xGKdH+uHWX83Q4HOfjwi4Oh8PxJtEKPvJu2OzCSEU0QPoRjJQVP3WXRgGVkjM+HI7zccaHw+Fw/BhoBY1UZV57hSpq1RkdDscr4sIuDofD4XA4LivO+HA4HA6Hw3FZccaHw+FwOByOy4ozPhwOh8PhcFxWnPHhcDgcDofjsuKMD4fD4XA4HJcVZ3w4HA6Hw+G4rDjjw+FwOBwOx2XFGR8Oh8PhcDguK874cDgcDofDcVlxxofD4XA4HI7LijM+HA6Hw+FwXFauusZy1loA2u32FZ6Jw+FwOByO10u2b2f7+Ktx1RkfGxsbACwsLFzhmTgcDofD4XijbGxs0Gw2X3WMsq/HRLmMGGM4deoU9Xodpa5cS+p2u83CwgLHjx+n0WhcsXlcLbj12I5bjwtxa7Idtx7bcetxIdfbmlhr2djYYG5uDq1fPavjqvN8aK3ZsWPHlZ5GTqPRuC4+FG8Vbj2249bjQtyabMetx3bcelzI9bQmr+XxyHAJpw6Hw+FwOC4rzvhwOBwOh8NxWXHGxytQKpX4nd/5HUql0pWeylWBW4/tuPW4ELcm23HrsR23HhdyI6/JVZdw6nA4HA6H4/rGeT4cDofD4XBcVpzx4XA4HA6H47LijA+Hw+FwOByXFWd8OBwOh8PhuKzc0MbH7t27UUpd8HP//fcD0Ov1uP/++xkfH2dkZIS/+Tf/JouLi1d41peOJEn4zGc+w549e6hUKuzbt4/f/d3f3abTb63ln//zf87s7CyVSoX77ruPF1544QrO+tKysbHBr//6r7Nr1y4qlQrvec97+P73v58/f72vx7e//W3+xt/4G8zNzaGU4s/+7M+2Pf967n9lZYWPf/zjNBoNWq0Wv/zLv8zm5uZlvIu3jtdajy9/+cu8//3vZ3x8HKUUjz/++AXnuN7+rrzamkRRxKc//WnuuOMOarUac3Nz/N2/+3c5derUtnPcSJ+Rf/Ev/gUHDx6kVqsxOjrKfffdx3e/+91tY66n9Xglbmjj4/vf/z6nT5/Ofx566CEA/tbf+lsAfOpTn+J//I//wZ/+6Z/yrW99i1OnTvGzP/uzV3LKl5TPfe5z/OEf/iF/8Ad/wLPPPsvnPvc5fu/3fo9//+//fT7m937v9/j93/99/uN//I9897vfpVar8YEPfIBer3cFZ37p+JVf+RUeeugh/viP/5gnn3yS97///dx3332cPHkSuP7XY2tri7vuuovPf/7zF33+9dz/xz/+cZ5++mkeeughHnzwQb797W/z9/7e37tct/CW8lrrsbW1xXvf+14+97nPveI5rre/K6+2Jp1Ohx/+8Id85jOf4Yc//CFf/vKXOXToEB/60Ie2jbuRPiM33XQTf/AHf8CTTz7Jww8/zO7du3n/+9/PuXPn8jHX03q8ItaR82u/9mt237591hhj19bWbBAE9k//9E/z55999lkL2EceeeQKzvLS8TM/8zP2l37pl7Y99rM/+7P24x//uLXWWmOMnZmZsf/m3/yb/Pm1tTVbKpXsl770pcs618tBp9OxnufZBx98cNvjb3/72+1v//Zv33DrAdivfOUr+b9fz/0/88wzFrDf//738zF/8Rd/YZVS9uTJk5dt7peC89djmMOHD1vAPvbYY9sev97/rrzammR873vfs4A9evSotfbG/YxkrK+vW8B+7Wtfs9Ze3+sxzA3t+RhmMBjwX/7Lf+GXfumXUErx6KOPEkUR9913Xz7m4MGD7Ny5k0ceeeQKzvTS8Z73vIevf/3rPP/88wA88cQTPPzww/z0T/80AIcPH+bMmTPb1qTZbHLPPfdcl2sSxzFJklAul7c9XqlUePjhh2+49Tif13P/jzzyCK1Wi3e+8535mPvuuw+t9QWu5huBG/Hvyvmsr6+jlKLVagE39mdkMBjwn/7Tf6LZbHLXXXcBN856XHWN5a4Uf/Znf8ba2hqf+MQnADhz5gxhGOb/QTKmp6c5c+bM5Z/gZeA3f/M3abfbHDx4EM/zSJKEf/Wv/hUf//jHAfL7np6e3va663VN6vU69957L7/7u7/LLbfcwvT0NF/60pd45JFH2L9//w23Hufzeu7/zJkzTE1NbXve933GxsZuiDU6nxvx78owvV6PT3/603zsYx/LG6ndiJ+RBx98kI9+9KN0Oh1mZ2d56KGHmJiYAG6c9XCej5QvfOEL/PRP/zRzc3NXeipXjP/+3/87//W//lceeOABfvjDH/JHf/RH/Nt/+2/5oz/6oys9tSvGH//xH2OtZX5+nlKpxO///u/zsY997DXbRTscju1EUcTP//zPY63lD//wD6/0dK4of+2v/TUef/xx/uqv/ooPfvCD/PzP/zxnz5690tO6rLi/oMDRo0f52te+xq/8yq/kj83MzDAYDFhbW9s2dnFxkZmZmcs8w8vDP/7H/5jf/M3f5KMf/Sh33HEHf+fv/B0+9alP8dnPfhYgv+/zM/Ov5zXZt28f3/rWt9jc3OT48eN873vfI4oi9u7de0OuxzCv5/5nZmYu+KMaxzErKys3xBqdz434dwUKw+Po0aM89NBD29rH34ifkVqtxv79+3n3u9/NF77wBXzf5wtf+AJw46yHMz6AL37xi0xNTfEzP/Mz+WPveMc7CIKAr3/96/ljhw4d4tixY9x7771XYpqXnE6nc8E3es/zMMYAsGfPHmZmZratSbvd5rvf/e51uyYZtVqN2dlZVldX+cu//Es+/OEP39DrAa/v83DvvfeytrbGo48+mo/5xje+gTGGe+6557LP+UpzI/5dyQyPF154ga997WuMj49ve959RsAYQ7/fB26g9bjSGa9XmiRJ7M6dO+2nP/3pC577+3//79udO3fab3zjG/YHP/iBvffee+299957BWZ5efiFX/gFOz8/bx988EF7+PBh++Uvf9lOTEzYf/JP/kk+5l//639tW62W/epXv2p/9KMf2Q9/+MN2z549ttvtXsGZXzr+5//8n/Yv/uIv7Msvv2z/1//6X/auu+6y99xzjx0MBtba6389NjY27GOPPWYfe+wxC9h/9+/+nX3sscfySoXXc/8f/OAH7dve9jb73e9+1z788MP2wIED9mMf+9iVuqUfi9daj+XlZfvYY4/ZP//zP7eA/ZM/+RP72GOP2dOnT+fnuN7+rrzamgwGA/uhD33I7tixwz7++OP29OnT+U+/38/PcaN8RjY3N+1v/dZv2UceecQeOXLE/uAHP7C/+Iu/aEulkn3qqafyc1xP6/FK3PDGx1/+5V9awB46dOiC57rdrv2H//Af2tHRUVutVu1HPvKRbX9Erjfa7bb9tV/7Nbtz505bLpft3r177W//9m9v+yNhjLGf+cxn7PT0tC2VSvanfuqnLrp21wv/7b/9N7t3714bhqGdmZmx999/v11bW8ufv97X45vf/KYFLvj5hV/4BWvt67v/5eVl+7GPfcyOjIzYRqNhf/EXf9FubGxcgbv58Xmt9fjiF7940ed/53d+Jz/H9fZ35dXWJCs5vtjPN7/5zfwcN8pnpNvt2o985CN2bm7OhmFoZ2dn7Yc+9CH7ve99b9s5rqf1eCWUtUPylQ6Hw+FwOByXGJfz4XA4HA6H47LijA+Hw+FwOByXFWd8OBwOh8PhuKw448PhcDgcDsdlxRkfDofD4XA4LivO+HA4HA6Hw3FZccaHw+FwOByOy4ozPhwOh8PhcFxWnPHhcDgcDofjsuKMD4fD4XA4HJcVZ3w4HA6Hw+G4rDjjw+FwOBwOx2Xl/wdiaXgLe1o+CAAAAABJRU5ErkJggg==", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure()\n", - "plt.scatter(matching_coords[:,0],matching_coords[:,1],c=match_vel[:,100,1],cmap='coolwarm_r',s=2)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "counts_num = np.sum(match_disp>0,axis=1)\n", - "\n", - "phase_data_nums = counts_num[:, 1]\n", - "group_data_nums = counts_num[:, 2]\n", - "\n", - "# plot the statistical distribution\n", - "plt.figure(figsize=(15, 4))\n", - "\n", - "plt.subplot(1, 3, 1)\n", - "plt.hist(phase_data_nums, bins=27, color='blue', edgecolor='black', alpha=0.7)\n", - "plt.title(\"Distribution of Phase velocity\")\n", - "plt.xlabel(\"Value\")\n", - "plt.ylabel(\"Frequency\")\n", - "\n", - "plt.subplot(1, 3, 2)\n", - "plt.hist(group_data_nums, bins=27, color='green', edgecolor='black', alpha=0.7)\n", - "plt.title(\"Distribution of Group velocity\")\n", - "plt.xlabel(\"Value\")\n", - "plt.ylabel(\"Frequency\")\n", - "\n", - "plt.subplot(1, 3, 3)\n", - "plt.hist(phase_data_nums+group_data_nums, bins=60, color='green', edgecolor='black', alpha=0.7)\n", - "plt.title(\"Distribution of Group+phase velocity\")\n", - "plt.xlabel(\"Value\")\n", - "plt.ylabel(\"Frequency\")\n", - "\n", - "# show the figure\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# # observed\n", - "data_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-real/CSRM\"\n", - "np.savez(os.path.join(data_base_path,\"obs_depth_vs_loc.npz\") ,data=matching_coords)\n", - "np.savez(os.path.join(data_base_path,\"obs_depth_vs.npz\") ,data=match_vel[:,:,[0,1]])\n", - "np.savez(os.path.join(data_base_path,\"obs_period_phase_group.npz\") ,data=match_disp)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Synthetic Dispersion Curves" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [], - "source": [ - "import sys\n", - "sys.path.append(\"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI\")\n", - "from SWIDP.dispersion import *\n", - "\n", - "def gen_model(depth,vs,area=False):\n", - " \"\"\"\n", - " generate the initial model based on empirical formula \n", - " developed by Thomas M.Brocher (2005).\n", - " ---------------------\n", - " Input Parameters:\n", - " thick : Array(1D) \n", - " => the thickness of layer \n", - " vs : Array(1D)\n", - " => the shear wave velocity\n", - " area : boolen \n", - " => the output format\n", - " --------------------\n", - " Output parameters:\n", - " model:Dict \n", - " the generated model\n", - " \"\"\"\n", - " depth = np.array(depth)\n", - " thickness = np.diff(depth)\n", - " thickness = np.insert(thickness,-1,thickness[-1]) \n", - " vs = np.array(vs)\n", - " vp = transform_vs_to_vp(vs)\n", - " mask = depth>120\n", - " vp[mask] = vs[mask]*1.79\n", - " rho = transform_vp_to_rho(vp)\n", - " model = {\n", - " \"thick\":thickness,\n", - " \"vp\":vp,\n", - " \"vs\":vs,\n", - " \"rho\":rho\n", - " }\n", - " if area:\n", - " return thickness,vp,vs,rho\n", - " else:\n", - " return model" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import numpy as np\n", - "from disba import PhaseDispersion,GroupDispersion\n", - "vel_idx = 4000\n", - "depth,vs = match_vel[vel_idx,:,0],match_vel[vel_idx,:,1]\n", - "thickness,vp,vs,rho= gen_model(depth=depth,vs=vs,area=True)\n", - "vel_model = np.hstack((thickness.reshape(-1,1),vp.reshape(-1,1),vs.reshape(-1,1),rho.reshape(-1,1)))\n", - "\n", - "# Periods must be sorted starting with low periods\n", - "t = phase_period\n", - "\n", - "# Compute the 3 first Rayleigh- and Love- wave modal dispersion curves\n", - "# Fundamental mode corresponds to mode 0\n", - "pd = PhaseDispersion(*vel_model.T)\n", - "gd = GroupDispersion(*vel_model.T)\n", - "phase_disp = [pd(t, mode=i, wave=\"rayleigh\") for i in range(1)]\n", - "group_disp = [gd(t, mode=i, wave='rayleigh') for i in range(1)]\n", - "\n", - "\n", - "plt.figure(figsize=(10,4))\n", - "plt.subplot(121)\n", - "plt.step(vs,depth,where='post')\n", - "plt.gca().invert_yaxis()\n", - "\n", - "plt.subplot(122)\n", - "plt.scatter(phase_disp[0].period,phase_disp[0].velocity,c='k' ,label=\"syn phase\")\n", - "plt.scatter(group_disp[0].period,group_disp[0].velocity,c='gray',label=\"syn group\")\n", - "\n", - "plt.scatter(phase_period,match_disp[vel_idx,:,1],label=\"obs phase\")\n", - "plt.scatter(group_period,match_disp[vel_idx,:,2],label=\"obs group\")\n", - "\n", - "plt.legend()\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "d6ff4693870f417bad6a3a4d971b0e50", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/12705 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import matplotlib as mpl\n", - "import cartopy.crs as ccrs\n", - "import cartopy.feature as cfeature\n", - "import cartopy.crs as ccrs\n", - "from cartopy.feature import ShapelyFeature\n", - "from cartopy.io.shapereader import Reader\n", - "import matplotlib as mpl\n", - "sys.path.append(\"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/\")\n", - "from SWInversion.plots import load_cpt\n", - "\n", - "# Load custom shapefile for coastlines\n", - "custom_shapefile_path =\"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/SWInversion/plot_source/ne_110m_admin_0_countries/ne_110m_admin_0_countries.shx\"\n", - "coastline_feature = ShapelyFeature(Reader(custom_shapefile_path).geometries(), ccrs.PlateCarree())\n", - "\n", - "# load the colormap from GMT\n", - "cpt_file = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/SWInversion/plot_source/GMT_panoply.cpt\"\n", - "cmap = load_cpt(cpt_file,num_colors=20,reverse=True)\n", - "\n", - "\n", - "def add_right_cax(ax, pad, width):\n", - " axpos = ax.get_position()\n", - " # Ensure the colorbar height matches the height of axs[row][3]\n", - " caxpos = mpl.transforms.Bbox.from_extents(\n", - " axpos.x1 + pad,\n", - " axpos.y0,\n", - " axpos.x1 + pad + width,\n", - " axpos.y1\n", - " )\n", - " cax = ax.figure.add_axes(caxpos)\n", - " return cax\n", - "\n", - "def add_bottom_cax(ax, pad, height,shrink=1):\n", - " axpos = ax.get_position()\n", - " left_position = axpos.x0 + (1-shrink) * (axpos.x1 - axpos.x0)\n", - " right_position = axpos.x1 - (1-shrink) * (axpos.x1 - axpos.x0)\n", - " caxpos = mpl.transforms.Bbox.from_extents(\n", - " left_position,\n", - " axpos.y0 - pad,\n", - " right_position,\n", - " axpos.y0 - pad + height)\n", - " cax = ax.figure.add_axes(caxpos)\n", - " return cax\n", - "\n", - "\n", - "\n", - "depth_idx = 70\n", - "xlim = [location[:,0].min()-0.01,location[:,0].max()+0.01]\n", - "ylim = [location[:,1].min()-0.01,location[:,1].max()+0.01]\n", - "np.random.seed(42)\n", - "sta_idxs = sorted(np.random.randint(0, len(location), 9))\n", - "\n", - "# Create figure with PlateCarree projection\n", - "fig,ax = plt.subplots(1,1,figsize=(10,5),subplot_kw={'projection': ccrs.PlateCarree()})\n", - "fig.suptitle(\"CSRM Stations\", fontdict={'size': 16, 'weight': 'normal', 'fontfamily': 'Times New Roman'})\n", - "\n", - "# Plot data\n", - "scatter = ax.scatter(location[:,0], location[:,1], \n", - " c=vel_model[:,depth_idx,1],\n", - " marker='v', cmap=cmap,\n", - " transform=ccrs.PlateCarree(),s=15)\n", - "ax.add_feature(coastline_feature, edgecolor='black', facecolor='None', linewidth=0.2, linestyle='-.')\n", - "\n", - "# Plot circles at selected station locations\n", - "ax.scatter(location[sta_idxs,0], location[sta_idxs,1], \n", - " c='#46cdcf', edgecolor='k', marker='o', s=100, alpha=0.5,\n", - " transform=ccrs.PlateCarree(), linewidth=0.2)\n", - "\n", - "# Set labels and title\n", - "ax.set_xlabel(\"Longitude (°W)\", fontdict={'size': 12, 'weight': 'bold', 'fontfamily': 'Times New Roman'})\n", - "ax.set_ylabel(\"Latitude (°N)\", fontdict={'size': 12, 'weight': 'bold', 'fontfamily': 'Times New Roman'})\n", - "# Customize gridlines\n", - "gl = ax.gridlines(draw_labels=True, linestyle='--', alpha=0.5)\n", - "gl.top_labels = False\n", - "gl.right_labels = False\n", - "gl.xlabel_style = {'size': 12, 'family': 'Times New Roman'}\n", - "gl.ylabel_style = {'size': 12, 'family': 'Times New Roman'}\n", - "\n", - "# Set map extent\n", - "ax.set_extent([xlim[0], xlim[1], ylim[0], ylim[1]], crs=ccrs.PlateCarree())\n", - "\n", - "plt.tight_layout()\n", - "\n", - "cax = add_bottom_cax(ax, 0.1, 0.03, 0.9)\n", - "cbar = plt.colorbar(scatter, cax=cax, orientation='horizontal')\n", - "cbar.set_label(\"Vs (km/s)\", fontsize=12, labelpad=-28, y=0.5, x=1.1)\n", - "\n", - "plt.show()\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import matplotlib.pyplot as plt\n", - "\n", - "def plot_velocity_dispersion(ax1, vel_model, disp_data, sta_idx=1200,\n", - " x1_xlabel=False,x2_xlabel=False,x1_ylabel=False,x2_ylabel=False,\n", - " x1_xticks=False,x2_xticks=False,x1_yticks=False,x2_yticks=False,\n", - " title=None):\n", - " \"\"\"\n", - " Plot velocity model and dispersion curves on the same figure with two y-axes.\n", - " \n", - " Parameters:\n", - " -----------\n", - " ax : matplotlib.axes.Axes\n", - " The primary axis to plot on\n", - " vel_model : numpy.ndarray\n", - " Velocity model data with shape (n_stations, n_layers, 4)\n", - " where the last dimension contains [depth, density, vp, vs]\n", - " disp_data : numpy.ndarray\n", - " Dispersion data with shape (n_stations, n_periods, 3)\n", - " where the last dimension contains [period, phase_vel, group_vel]\n", - " sta_idx : int, optional\n", - " Index of the station to plot, default is 0\n", - " \"\"\"\n", - " # Plot velocity model on primary axis\n", - " mask = vel_model[sta_idx,:,0] > 0\n", - " ax1.step(\n", - " vel_model[sta_idx, mask, 1], # vs values\n", - " vel_model[sta_idx, mask, 0], # depth values\n", - " linewidth=2,\n", - " color=\"black\",\n", - " label=r'Reference $v_s$'\n", - " )\n", - "\n", - " ax1.invert_yaxis()\n", - " ax1.grid(True, linestyle='--', alpha=0.7)\n", - " if x1_xlabel:\n", - " ax1.set_xlabel('Velocity (km/s)', fontdict={'size': 12, 'weight': 'normal', 'fontfamily': 'Times New Roman'})\n", - " if x1_ylabel:\n", - " ax1.set_ylabel('Depth (km)', fontdict={'size': 12, 'weight': 'normal', 'fontfamily': 'Times New Roman'})\n", - " if not x1_xticks:\n", - " ax1.tick_params(axis='x', which='both', bottom=False, labelbottom=False)\n", - " if not x1_yticks:\n", - " ax1.tick_params(axis='y', which='both', left=False, labelleft=False)\n", - " if title is not None:\n", - " ax1.set_title(title, fontsize=12)\n", - "\n", - " # Create secondary axis for dispersion curves\n", - " ax2 = ax1.twinx()\n", - " mask = disp_data[sta_idx,:,1] > 0\n", - " ax2.scatter(disp_data[sta_idx,mask,1], # phase velocity\n", - " disp_data[sta_idx,mask,0], # period\n", - " label='Phase velocity',\n", - " alpha=1,\n", - " color='#A23B72',\n", - " marker='.')\n", - " mask = disp_data[sta_idx,:,2] > 0\n", - " ax2.scatter(disp_data[sta_idx,mask,2], # group velocity\n", - " disp_data[sta_idx,mask,0], # period\n", - " label='Group velocity',\n", - " alpha=1,\n", - " color='#2E86C1',\n", - " marker='.')\n", - "\n", - " ax2.invert_yaxis()\n", - " ax2.grid(False)\n", - " if x2_ylabel:\n", - " ax2.set_ylabel('Period (s)', color='#A23B72', fontdict={'size': 12, 'weight': 'normal', 'fontfamily': 'Times New Roman'})\n", - " if not x2_xticks:\n", - " ax2.tick_params(axis='x', which='both', bottom=False, labelbottom=False)\n", - " \n", - " if not x2_yticks:\n", - " ax2.tick_params(axis='y', which='both', right=False, labelright=False)\n", - " else:\n", - " ax2.tick_params(axis='y', which='both', right=True, labelright=True, colors='#A23B72')\n", - "\n", - " ax1.text(0.05, 0.05, f'Station {sta_idx}', \n", - " transform=ax1.transAxes,\n", - " ha='left', va='bottom',\n", - " bbox=dict(facecolor='white', alpha=0.8, edgecolor='none'),\n", - " fontsize=10)\n", - "\n", - " return ax1, ax2\n", - "\n", - "# plot some of the observed dispersion curves\n", - "nrows = 3\n", - "ncols = 3\n", - "\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(8,8))\n", - "fig.suptitle(\"LongBeach Field Data Examples\", fontdict={'size': 18, 'weight': 'bold', 'fontfamily': 'Times New Roman'})\n", - "\n", - "np.random.seed(42)\n", - "sta_idxs = sorted(np.random.randint(0, len(location), nrows*ncols))\n", - "\n", - "# Plot using the function\n", - "ax1_1, ax1_2 = plot_velocity_dispersion(axs[0,0], vel_model, obs_disp,sta_idxs[0],x1_ylabel=True,x1_yticks=True)\n", - "ax2_1, ax2_2 = plot_velocity_dispersion(axs[0,1], vel_model, obs_disp,sta_idxs[1]) \n", - "ax3_1, ax3_2 = plot_velocity_dispersion(axs[0,2], vel_model, obs_disp,sta_idxs[2],x2_ylabel=True,x2_yticks=True)\n", - "ax4_1, ax4_2 = plot_velocity_dispersion(axs[1,0], vel_model, obs_disp,sta_idxs[3],x1_ylabel=True,x1_yticks=True)\n", - "ax5_1, ax5_2 = plot_velocity_dispersion(axs[1,1], vel_model, obs_disp,sta_idxs[4])\n", - "ax6_1, ax6_2 = plot_velocity_dispersion(axs[1,2], vel_model, obs_disp,sta_idxs[5],x2_ylabel=True,x2_yticks=True)\n", - "ax7_1, ax7_2 = plot_velocity_dispersion(axs[2,0], vel_model, obs_disp,sta_idxs[6],x1_xlabel=True,x1_xticks=True,x1_ylabel=True,x1_yticks=True)\n", - "ax8_1, ax8_2 = plot_velocity_dispersion(axs[2,1], vel_model, obs_disp,sta_idxs[7],x1_xlabel=True,x1_xticks=True)\n", - "ax9_1, ax9_2 = plot_velocity_dispersion(axs[2,2], vel_model, obs_disp,sta_idxs[8],x1_xlabel=True,x1_xticks=True,x2_ylabel=True,x2_yticks=True)\n", - "\n", - "# Create a common legend for the entire figure\n", - "lines1, labels1 = ax1_1.get_legend_handles_labels()\n", - "lines2, labels2 = ax1_2.get_legend_handles_labels()\n", - "legend_handles = []\n", - "for i, (line, label) in enumerate(zip(lines1 + lines2, labels1 + labels2)):\n", - " if 'Phase velocity' in label or 'Group velocity' in label:\n", - " legend_handles.append(plt.Line2D([0], [0], marker='o', \n", - " color=line.get_facecolor()[0],\n", - " label=label, markersize=6, \n", - " linestyle='None'))\n", - " else:\n", - " legend_handles.append(line)\n", - "\n", - "# Add legend at the bottom of the figure\n", - "fig.legend(legend_handles, labels1 + labels2,\n", - " bbox_to_anchor=(0.5, 0.01), # Position slightly higher from bottom\n", - " loc='upper center',\n", - " frameon=True, \n", - " fancybox=True, \n", - " shadow=True,\n", - " fontsize='large', \n", - " ncol=3)\n", - "\n", - "# plt.subplots_adjust(wspace=0.1)\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-real/LongBeanch/01_longBeach.ipynb b/Datasets-Construction/OpenSWI-real/LongBeanch/01_longBeach.ipynb deleted file mode 100644 index e8f3e0bb33d7790685f5b16d4abf60a2f7e7a7cf..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-real/LongBeanch/01_longBeach.ipynb +++ /dev/null @@ -1,799 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Real-Datasets: LongBeach\n", - "\n", - "The Observed Dispersion Curves and Reference Velocity Model is retrived from [Fu et al., (2022)](https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/VLF1FA)\n", - "\n", - "* Description: Dispersion curves calculated with frequency-Bessle transform method, and picked with an AI approach DisperNet, for the Long Beach seismic array. There are 5297 dispersion curve files, with each reference position located at each station. (2022-02-02)\n", - "\n", - "* Reference\n", - " * Fu, L., Pan, L., Li, Z., Dong, S., Ma, Q. & Chen, X., 2022. Improved high‐resolution 3D vs model of long beach, CA: Inversion of multimodal dispersion curves from ambient noise of a dense array. Geophys. Res. Lett., 49, e2021GL097619. doi:10.1029/2021GL097619\n" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import os\n", - "plt.rcParams['font.family'] = 'Times New Roman'\n", - "\n", - "dispersion_data_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/Datasets/SurfaceWave/LongBeach/Dispersion-Curves\"" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 1. load stations" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# check the station network\n", - "dispersion_data_station_path = os.path.join(dispersion_data_base_path,\"stn_coord.txt\")\n", - "stations = np.loadtxt(dispersion_data_station_path)\n", - "\n", - "plt.figure(figsize=(12,8))\n", - "plt.scatter(stations[:,0],stations[:,1],c='k',marker='v')\n", - "plt.xlabel(\"Longitude\",fontdict={'size': 18, 'weight': 'bold', 'fontfamily': 'Times New Roman'})\n", - "plt.ylabel(\"Latitude\",fontdict={'size': 18, 'weight': 'bold', 'fontfamily': 'Times New Roman'})\n", - "plt.title(\"LongBeach Station Network\",fontdict={'size': 16, 'weight': 'bold', 'fontfamily': 'Times New Roman'})\n", - "plt.xticks(fontsize=12,fontfamily='Times New Roman')\n", - "plt.yticks(fontsize=12,fontfamily='Times New Roman')\n", - "plt.tick_params(direction='in',length=5,width=1,colors='k',labelsize=15,labelcolor='k')\n", - "plt.grid(linestyle='--',alpha=0.5)\n", - "plt.axis('equal')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 2. load dispersion curves" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((5297, 300, 3), (5297, 300, 3))" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# load the dispersion data\n", - "\n", - "dispersion_data_path = os.path.join(dispersion_data_base_path,\"data/\")\n", - "disp_file_lists = os.listdir(dispersion_data_path)\n", - "disp_file_lists.sort(key=lambda x:int(x.split(\".\")[0]))\n", - "disp_data = np.zeros((len(disp_file_lists),300,3))\n", - "disp_data_0order = np.zeros_like(disp_data)\n", - "for sta_num,sta_file in enumerate(disp_file_lists):\n", - " # load data\n", - " pvs = np.loadtxt(os.path.join(dispersion_data_path,sta_file))\n", - " # flip the data\n", - " pvs = np.flip(pvs,axis=0)\n", - " # frequency to period\n", - " pvs[:,0] = 1/pvs[:,0]\n", - " # save all the dispersion data\n", - " disp_data[sta_num,:pvs.shape[0]] = pvs\n", - " \n", - " # extracte the 0 order dispersion data\n", - " mask = pvs[:,2]==0\n", - " pvs0_f = 1/pvs[:,0][mask]\n", - " pvs0_v = pvs[:,1][mask]\n", - " pvs0_t = pvs[:,0][mask]\n", - " pvs0_order = pvs[:,2][mask]\n", - " pvs0 = np.hstack((pvs0_t.reshape(-1,1),pvs0_v.reshape(-1,1),pvs0_order.reshape(-1,1)))\n", - " # save the 0 order dispersion data\n", - " disp_data_0order[sta_num,:pvs0_f.shape[0]] = pvs0\n", - "\n", - "disp_data.shape,disp_data_0order.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# remenber the first column has changed to period \n", - "sta_show = 3200\n", - "disp_data_show = disp_data[sta_show-1]\n", - "mask = disp_data_show[:,0]>0\n", - "pvs_obs_t = disp_data_show[:,0][mask]\n", - "pvs_obs_f = 1/pvs_obs_t\n", - "pvs_obs_v = disp_data_show[:,1][mask]\n", - "pvs_obs_order = disp_data_show[:,2][mask]\n", - "\n", - "plt.figure(figsize=(12,8))\n", - "for i in list(set(pvs_obs_order)):\n", - " i = int(i)\n", - " mask = pvs_obs_order == i\n", - " plt.scatter(pvs_obs_f[mask],pvs_obs_v[mask],label=\"{}-order\".format(i))\n", - "plt.title(\"Station{}:Dispersion Data(Frequency-PhaseVelocity)\".format(sta_show),fontdict={'size': 16, 'weight': 'bold', 'fontfamily': 'Times New Roman'})\n", - "plt.xlabel(\"Frequency\",fontdict={'size': 18, 'weight': 'bold', 'fontfamily': 'Times New Roman'})\n", - "plt.ylabel(\"Phase Velocity\",fontdict={'size': 18, 'weight': 'bold', 'fontfamily': 'Times New Roman'})\n", - "plt.xticks(fontsize=12,fontfamily='Times New Roman')\n", - "plt.yticks(fontsize=12,fontfamily='Times New Roman')\n", - "plt.tick_params(direction='in',length=5,width=1,colors='k',labelsize=15,labelcolor='k')\n", - "plt.grid()\n", - "plt.legend()\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "# transform the last column to 0 [period, phase velocity, order] -> [period, phase velocity, group velocity]\n", - "disp_data_0order[:,:,2] = 0" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(5297, 300, 3)" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "disp_data_0order.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-real/LongBeach\"\n", - "np.savez_compressed(os.path.join(save_base_path,\"longbeach_disp.npz\"),data=disp_data_0order.astype(np.float32))\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 3. load reference velocity model" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(5297, 2)" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "velocity_model_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/Datasets/SurfaceWave/LongBeach/Velocity-Models/LB3D_vs_models\"\n", - "\n", - "velocity_model_station_path = os.path.join(velocity_model_base_path,\"stn_coord.txt\")\n", - "velocity_model_path = os.path.join(velocity_model_base_path,\"m01\")\n", - "stations = np.loadtxt(velocity_model_station_path)\n", - "stations.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(5297, 200, 4)" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vel_file_lists = os.listdir(velocity_model_path)\n", - "vel_file_lists.sort(key=lambda x:int(x.split(\".\")[0]))\n", - "vel_data_ref = np.zeros((len(vel_file_lists),200,4)) # depth, vp, vs, rho\n", - "for sta_num,sta_file in enumerate(vel_file_lists):\n", - " # load data\n", - " vel = np.loadtxt(os.path.join(velocity_model_path,sta_file))\n", - " depth = vel[:,1]\n", - " rho = vel[:,2]\n", - " vs = vel[:,3]\n", - " vp = vel[:,4]\n", - " \n", - " vel_data_ref[sta_num,:depth.shape[0],:] = np.hstack((depth.reshape(-1,1),vp.reshape(-1,1),vs.reshape(-1,1),rho.reshape(-1,1)))\n", - "\n", - "vel_data_ref.shape" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt_idx = 2000\n", - "\n", - "depth = vel_data_ref[plt_idx,:,0]\n", - "vp = vel_data_ref[plt_idx,:,1]\n", - "vs = vel_data_ref[plt_idx,:,2]\n", - "rho = vel_data_ref[plt_idx,:,3]\n", - "\n", - "mask = vp>0\n", - "vp = vp[mask]\n", - "vs = vs[mask]\n", - "rho = rho[mask]\n", - "depth = depth[mask]\n", - "\n", - "plt.figure()\n", - "plt.step(vp,depth,where='post',label='vp')\n", - "plt.step(vs,depth,where='post',label='vs')\n", - "plt.step(rho,depth,where='post',label='rho')\n", - "plt.gca().invert_yaxis()\n", - "plt.xlabel(\"Velocity (km/s)\")\n", - "plt.ylabel(\"Depth (km)\")\n", - "plt.legend()\n", - "plt.grid(linestyle='--',alpha=0.5)\n", - "plt.show()\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-real/LongBeach\"\n", - "np.savez_compressed(os.path.join(save_base_path,\"longbeach_model01.npz\"),data=vel_data_ref.astype(np.float32))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 4. Interpolation 1D velcoity model and Forward Modeling Synthetic Datasets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "from p_tqdm import p_map\n", - "from scipy import interpolate\n", - "import sys\n", - "sys.path.append(\"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI\")\n", - "from SWIDP.dispersion import *\n", - "from tqdm import tqdm" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 5297/5297 [03:45<00:00, 23.50it/s]\n" - ] - } - ], - "source": [ - "# Initialize empty lists to store data\n", - "disp_data_all = []\n", - "vel_models_all = []\n", - "\n", - "for i in tqdm(range(len(vel_data_ref))):\n", - " depth = vel_data_ref[i,:,0]\n", - " vs = vel_data_ref[i,:,2]\n", - " mask = depth > 0\n", - " mask[0] = True\n", - " depth = depth[mask]\n", - " vs = vs[mask]\n", - " f = interpolate.interp1d(depth,vs,kind='linear') \n", - " depth_interp = np.arange(0,35)*0.04\n", - " vs_interp = f(depth_interp)\n", - " vel_model = transform_vs_to_vel_model(vs_interp,depth_interp)\n", - " t = generate_mixed_samples(num_samples=100,start=0.25,end=1.80,uniform_num=30,log_num=30,random_num=40)\n", - " disp = calculate_dispersion(vel_model,t=t,dc=0.001)\n", - " \n", - " disp_data_all.append(disp)\n", - " vel_models_all.append(vel_model)\n", - " \n", - "disp_data_all = np.array(disp_data_all)\n", - "vel_models_all = np.array(vel_models_all)" - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "metadata": {}, - "outputs": [], - "source": [ - "# Filter out zero dispersion curves and corresponding velocity models\n", - "valid_indices = ~np.all(disp_data_all == 0, axis=(1,2))\n", - "disp_data_all = disp_data_all[valid_indices]\n", - "vel_models_all = vel_models_all[valid_indices]\n", - "\n", - "# Create output directory if it doesn't exist\n", - "os.makedirs(save_base_path, exist_ok=True)\n", - "\n", - "# Save processed data as compressed npz files\n", - "np.savez_compressed(os.path.join(save_base_path, \"syn_model.npz\"),\n", - " data=vel_models_all.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"syn_disp.npz\"),\n", - " data=disp_data_all.astype(np.float32))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 5. Article Figure" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import os\n", - "import sys\n", - "sys.path.append(\"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI\")\n", - "from SWIDP.dispersion import *\n", - "from tqdm import tqdm\n", - "plt.rcParams['font.family'] = 'Times New Roman'" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((5297, 2), (5297, 300, 3), (5297, 100, 3), (5297, 35, 4))" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-real/LongBeach\"\n", - "location = np.load(os.path.join(save_base_path,\"longbeach_loc.npz\"))[\"data\"]\n", - "obs_disp = np.load(os.path.join(save_base_path,\"longbeach_disp.npz\"))[\"data\"]\n", - "syn_disp = np.load(os.path.join(save_base_path,\"syn_disp.npz\"))[\"data\"]\n", - "vel_model = np.load(os.path.join(save_base_path,\"syn_model.npz\"))[\"data\"]\n", - "\n", - "location.shape,obs_disp.shape,syn_disp.shape,vel_model.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(0.2631579, 1.6666666)" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "mask = obs_disp[:,:,0] > 0\n", - "obs_disp[:,:,0][mask].min(),obs_disp[:,:,0][mask].max()" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(94, 2)" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "LB_fault = np.loadtxt(os.path.join(save_base_path,\"fault_LB.txt\"),delimiter=\",\")\n", - "LB_fault.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 5297/5297 [00:01<00:00, 3569.66it/s]\n" - ] - } - ], - "source": [ - "from scipy import interpolate\n", - "# interpolation to 0.01 depth\n", - "interp_vel_models = []\n", - "\n", - "for i in tqdm(range(len(vel_model))):\n", - " depth = vel_model[i,:,0]\n", - " vs = vel_model[i,:,2]\n", - " mask = depth > 0\n", - " mask[0] = True\n", - " depth = depth[mask]\n", - " vs = vs[mask]\n", - " f = interpolate.interp1d(depth,vs,kind='linear') \n", - " depth_interp = np.arange(0,120)*0.01\n", - " vs_interp = f(depth_interp)\n", - " vel_model_interp = transform_vs_to_vel_model(vs_interp,depth_interp)\n", - " interp_vel_models.append(vel_model_interp)\n", - " \n", - "interp_vel_models = np.array(interp_vel_models)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import matplotlib as mpl\n", - "import cartopy.crs as ccrs\n", - "import cartopy.feature as cfeature\n", - "\n", - "def add_right_cax(ax, pad, width):\n", - " axpos = ax.get_position()\n", - " # Ensure the colorbar height matches the height of axs[row][3]\n", - " caxpos = mpl.transforms.Bbox.from_extents(\n", - " axpos.x1 + pad,\n", - " axpos.y0,\n", - " axpos.x1 + pad + width,\n", - " axpos.y1\n", - " )\n", - " cax = ax.figure.add_axes(caxpos)\n", - " return cax\n", - "\n", - "def add_bottom_cax(ax, pad, height,shrink=1):\n", - " axpos = ax.get_position()\n", - " left_position = axpos.x0 + (1-shrink) * (axpos.x1 - axpos.x0)\n", - " right_position = axpos.x1 - (1-shrink) * (axpos.x1 - axpos.x0)\n", - " caxpos = mpl.transforms.Bbox.from_extents(\n", - " left_position,\n", - " axpos.y0 - pad,\n", - " right_position,\n", - " axpos.y0 - pad + height)\n", - " cax = ax.figure.add_axes(caxpos)\n", - " return cax\n", - "\n", - "\n", - "\n", - "depth_idx = 10\n", - "xlim = [location[:,0].min()-0.01,location[:,0].max()+0.01]\n", - "ylim = [location[:,1].min()-0.01,location[:,1].max()+0.01]\n", - "np.random.seed(42)\n", - "sta_idxs = sorted(np.random.randint(0, len(location), 9))\n", - "\n", - "# Create figure with PlateCarree projection\n", - "fig,ax = plt.subplots(1,1,figsize=(8,8),subplot_kw={'projection': ccrs.PlateCarree()})\n", - "fig.suptitle(\"LongBeach Stations\", fontdict={'size': 16, 'weight': 'normal', 'fontfamily': 'Times New Roman'})\n", - "\n", - "# Plot data\n", - "scatter = ax.scatter(location[:,0], location[:,1], \n", - " c=interp_vel_models[:,depth_idx,2],\n", - " marker='v', cmap=\"coolwarm_r\",\n", - " transform=ccrs.PlateCarree(),s=15)\n", - "\n", - "# Plot circles at selected station locations\n", - "ax.scatter(location[sta_idxs,0], location[sta_idxs,1], \n", - " c='#46cdcf', edgecolor='k', marker='o', s=100, alpha=0.5,\n", - " transform=ccrs.PlateCarree(), linewidth=0.2)\n", - "\n", - "ax.scatter(location[sta_idxs,0], location[sta_idxs,1], \n", - " c=interp_vel_models[sta_idxs,depth_idx,2],\n", - " marker='v', cmap=\"coolwarm\", linewidth=1, edgecolors='k',\n", - " transform=ccrs.PlateCarree(), s=15, alpha=0.5)\n", - "\n", - "ax.scatter(LB_fault[:,0], LB_fault[:,1], c='k', transform=ccrs.PlateCarree(),s=5)\n", - "\n", - "# Set labels and title\n", - "ax.set_xlabel(\"Longitude (°W)\", fontdict={'size': 12, 'weight': 'bold', 'fontfamily': 'Times New Roman'})\n", - "ax.set_ylabel(\"Latitude (°N)\", fontdict={'size': 12, 'weight': 'bold', 'fontfamily': 'Times New Roman'})\n", - "# Customize gridlines\n", - "gl = ax.gridlines(draw_labels=True, linestyle='--', alpha=0.5)\n", - "gl.top_labels = False\n", - "gl.right_labels = False\n", - "gl.xlabel_style = {'size': 12, 'family': 'Times New Roman'}\n", - "gl.ylabel_style = {'size': 12, 'family': 'Times New Roman'}\n", - "\n", - "# Set map extent\n", - "ax.set_extent([xlim[0], xlim[1], ylim[0], ylim[1]], crs=ccrs.PlateCarree())\n", - "\n", - "plt.tight_layout()\n", - "\n", - "cax = add_bottom_cax(ax, 0.08, 0.02, 0.9)\n", - "cbar = plt.colorbar(scatter, cax=cax, orientation='horizontal')\n", - "\n", - "cbar.set_label(\"Vs (km/s)\", fontsize=12, labelpad=-28, y=0.5, x=1.1)\n", - "\n", - "plt.show()\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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RYPLkyejZsyevJgRBEFbHljPWCYJoe/z999/sjBkzWACsp6cne//997MjRoxghw4dyvr7+7OdO3dm5XI5y7KKFb+XLFnCxsbGsgsWLGDnzZvH5uXlsSzLsnl5eey0adNYAOySJUvYgoIC9r///S8rkUjYfv36sadOnWJZlmXnz5/P+vv7s25ubqxIJGIBsGKxmN25cyeblpbGLl68mAXABgYGsmPHjmVnzZrFjh49mo2OjmbfeOMNtqGhgSu7sjze3t5sYGAg+/bbb3Pb9u3bx/r6+rLdu3dnf/rpJ3bZsmVsYGAge/z4cZZlFat0jxkzhnV1dWX79evHRR66du0aO2XKFC7aVn5+PleP2NhY9syZM1oa/vbbb+xDDz3EAmCHDh3KG82qvLycff7551kA7GOPPcatNp6RkcHed999rKurK3vPPfewKSkpLMuy7K1bt9gXXniBBcDOmDGDvXr1Klevnj17sm5ubuz06dPZJUuWsCNGjGD37t3LnSclWVlZ7Jo1a1gAbIcOHdhJkyaxzzzzDDtx4kR25MiR7GeffcZFWFLyxhtvsJ6enuy9997LXrx4kR0wYAAbHx/PFhYWctvbt2/PRbL6/PPPWW9vbzYmJob966+/2OnTp7M9e/bkXY18//797P33388CYKOjo9nZs2ezs2fPZh9//HE2KiqK7d+/P8uyLPvjjz+yrq6u7O7du7l69OjRgwXArlixgq2rq9N73I8++ogViURsv3792L/++os9d+4cO3z4cBYAu3btWra0tJR97733WLFYzMbExLDJycksyyoicD388MPsqlWr2CVLlrCzZs1iKysr9Z4PXeevpKSEBcDGx8ezq1evZp966ik2MzNTSxOCIAhbwLDs/wZKEwRBOBi1tbVYsmQJPvvsM24ytVQqRUZGBtavX48ff/zRxiUk2jIMw+D//u//WpxTRBAEYe/QkCqCIByWt956C2FhYWqRm5ydnREWFkbDTQiCIAjCSlBYXIIgHJaSkhIcPnwYYWFheOCBB+Dh4YFLly7hk08+waZNm2xdPKINo5z/ojm3hCAIwhGhNxwEQTgsW7ZswZw5c/Daa6+hW7duiIiIwNdff40NGzagY8eOti4e0Ua5efMmXnvtNQDAtm3bkJqaauMSEQRBWBaaw0EQBEEQBEEQhMWgNxwEQRAEQRAEQVgM6nAQBEEQBEEQBGExqMNBEARBEARBEITFoA4HQRAEQRAEQRAWgzocBEEQBEEQBEFYDOpwEARBEARBEARhMajDQRAEQRAEQRCExaAOB0EQBEEQBEEQFoM6HARBEARBEARBWAzqcBAEQRAEQRAEYTGow0EQBEEQBEEQhMWgDgdBEARBEARBEBaDOhwEQRAEQRAEQVgM6nAQBEEQBEEQBGExJLYugBBobm5GWloa/P39IRJRH4wgjEEul+PmzZuIjY2FRNL6Swr5kSBaB3mSIISDuf1orwii5rW1tVi2bBm8vLxQW1uLDRs2wMXFRWu/zz77DJmZmbh9+zaWLFmCfv36cdveeustVFVVoaysDK+//jpCQ0MNPn5aWhoGDBhgjqoQRJvl9OnTiI+Pb3U+5EeCMA/kSYIQDob6sam+Eakf/QonD1c0N0hxz6JHIXZW/7lef6saJ9/6HqXnc9CxRyAGrZwOry5+3PbS9Bz8tuhDAIBIIsbkXa/CrVN781bISATR4Vi4cCEmTZqESZMm4ZtvvsGqVauwadMmtX2OHj2Kffv24aeffkJ1dTUGDx6M5ORkuLu748svv8TNmzexefNm5OTkYPr06fjnn38MfhLj7+8PQNEYAgICzFo3uVyO/Px8dOnShZ4MGQDpZRxC0KukpAQDBgzgfNRaTPGjEHSwB0gnw7B3nYTgSWOxd80tAWnCj73pYqwfT2/chZD7otHl/mhcP5CCtP/uQ9wLE9T2yfj2d/R4dBBinh6FlC0/48QrX2P8tmXc9rxj5zHyvecAAE7urjbvbAAC6HAUFxcjKSkJn376KQBgzJgxWLBgAdasWQNPT09uvw0bNmD69OkAAE9PT4SGhmLHjh145pln8M477+Djjz8GAHTr1g01NTX4/fffMXLkSIPKoGywAQEBCA4ONmf1AABdunQxe56ODOllHELRy1wXflP9KBQdhA7pZBiOoJOtPWksjqC5uSFN+LFHXeSNzZDWNnCfxU4SrTcXdeVVyDt2HoOWTwMABA2KQPLGneg772E4tXMFALAsi5ChvdG5f3cAwJBVM7D3yXfQcLsGrh08UJVfivpb1fDuHgC3Dp4QCjbvcBw/fhw+Pj5wdVUI6evrCxcXF5w+fRojRowAAMhkMpw4cQLLlt3tvfXs2RMnTpzAI488gitXrqgNoVJu09XhaGxsRGNjI/e5uroagGKcanNzMwDFBVYkEkEul0Mul3P7KtNlMhlYlm0xnWEY5ObmIiQkRO3iLxaLubqpoitdIpGAZVm1dIZhIBaLtcqoK91cdRKLxWAYhtPKnHViWRb5+flaQ+LsuU6WPE/KJz1hYWFgWdYmddLM31jM4cempibk5uYiNDSUS3Ok86wv3Zg6KdtLt27d1PKw5zrpSze1Ts3NzcjLy0NoaCgkEond1UkInjRWF6lUymkuEonajCf1pYtEImRnZ6s9ybf3OpnjPAHg2oqmXkKskzL/Q7M2wU1yd7pAzNOj0Hfew2p53Uy9Dhdvd4hdnAAArh08IHaSoPxSPgLienJ5KzsbAODm6wWJmwucPd0AADm/nUXhnxnIP3YeEdPuQ/+FYyGSiGFrbN7hKCoqQseOHdXSPDw8UFxczH2+desWGhoa1Pbz8PBAeno6ioqKAEBrm+r3NVm3bh3WrFmjlZ6eno4bN24AUHR8wsPDkZOTg7KyMm6f4OBgBAcH4+rVq6iqquLSw8LC4Ofnh4yMDNTX13PpPXr0QFlZGSoqKtQMExMTA2dnZ6SkpKiVIS4uDlKpFOnp6VyaWCxGfHw8qqqqkJmZyaW7ubmhb9++KC8vR3Z2Npfu5eWFyMhIFBcXo7CwkEs3V50iIiLg7e2NtLQ0NYOZo04uLi5obGxEu3btkJeX5xB1suR5YlkWUqkUXbt2xcWLF21SJ9X9TcFcfszPz0d5eTkYhnG48wyYp+0qb7b+/v64ePGiQ9QJMP95KigoQGVlJcrLy+Hn52d3dSotLUVrsOY9UqnLuXPnUFFRwXm4rXhSX51iY2NRUlKCsrIyMAzjEHUyx3nq1KkT95uqoqJC8HVS7j9q278QGBh497tO2j/B68qr4OLZTi1N0s4Z9eV3tPZVUn4pD93HDuA6Ff3mj0H0nIeQfywdp9/bDUbE4J7Fj+r8vrVgWM3HXFZm48aNSEpKQnJyMpfm7++PzZs3Y+bMmQCA8vJy+Pr64tKlS4iMjAQArFixAufPn8fatWsRHx+Puro6uLkpenczZsxAhw4dsHXrVt5jaj69KSoqQlRUFHJycrjXxeZ6KsCyLM6ePYvY2Fiudwy0nSeqxtZJJpMhLS0N/fv3V3sjZK06tdYOuvKwVDrLsqirq4O7u7tR5TEGzTxkMpna+VA+MS8oKDBpuIU5/NjY2IjU1FT0798fYrHY5k+0hOpHmUyG1NRUxMXFcT9gbFknfb6zpR+VvmrXrh0YhrG4r42BLw+5XK52PgoLC23uSWPbr6aH24on9aUDwJkzZzhNLF0n1WMIzZOqaPrT3PkbiznvkRe3H0PesXQ88tlSLi3p0dcRt3Qiuo2M5f3O32t3IO6F8XDx0v4dUHI2C8eWf4GZh96CSGzb+S42f8MRGBio1hMFgJqaGrVeYKdOneDi4qK2X3V1NQIDA7n9qqqquA5HdXU1evfurfOYLi4ualGw7txR9BwlEolWyDKlKTVR7TzoS1decMRiMW84NF0h0vjSGYbhTddVRmPTDa2TvjIam66vTuaoq7F10rx4mYKuPISWbgyqeaieF13nyRjM5UflBV71O7Zqu0L2o/IHtJDqZK22a2y6UqvW5mNIujFo5qHUVam7UDzJh750Pg+3BU/qSm9ububVxJSyO4onNdP5ttnak625R7bz8UJTbb1aWlO9FO18+Cd95xxJQ49HB/J2NgAg4J4ecO/cAY1VtXDraNv5HDaf3j98+HAUFhZCKpUCADcUSjUEH8MwGD58OLKysri0a9euYfjw4QgMDERkZCTvNnOSseM4Djz3ATJ2HDfqeyKRCMHBwbxGJ7QhvYzH2dnZ1kWwOXztpuxSPi59fwJll/JtWDJhQf4yHPKVcWTtO41jK75E1r7TJn2f2qY2pIluHNWf/v27o66sCrImxcPqunLFg3afSO1J8mUX8yASieDXN0xvnu7+3nDt4GH+whqJzVtxQEAARo8ejRMnTgAADh06hEWLFsHFxQWrV69GSUkJAGDx4sU4ePAgAMXTlqKiIkybppjFv2jRIm5bdnY2OnbsiGHDhpmtjD+OfQ1pH/2C8ou5SPvoF2wfucrg79IFwzhIL+NgGAbOzs5meUJjz2i2m7/f3IGDz27G2Q/34uCzm/H3mztsXEJhQP4yDPKVceyZ/iZOrfsBhX9fxKl1P2DP9DeNzoPapjakCT+O7M92Pu0RODACN89dBwCUnL6CXpOGQOQsQdp/96Puf3M5bl8vQeFfF9EpMgQ1JbdQdjEP1w8o5pxk/ZoMaY3iLUnesfPoMW6QILQSRCveunUrfvjhB6xduxbp6el488030dDQgB07dnATh8eNG4fo6Gi8+uqrWLlyJXbs2MFFtlq0aBGamprwn//8B++88w6SkpLMVraMHcfRWFWrliZrkOKHRxK4z3FxcQgODkZcXJzW92UyGS5fvsw7NpPQhvQyDpZlUV9f3+oxqPaIqu9U203ZpXxkH1Cf7Jd9IIXedID8ZSht2VfGkrXvNGqKb6ml1RTfQta+03rvjZpQ29SGNOHH0f058OUpyDt6DulfHcbt6yXo9+wYyKTNyDmShtobt1FdVI7DS7ciY9tR7Jn2JvZMexMHn9uC9l18wcrlyPntLPY+8Tb+StwOkUSM0Af72rpKAAQwhwMAfHx88Pnnn2ul5+TkqH1euXIl7/dFIhHeeecdi5Qt93Aab7r0Th2y9p1Gj7EDcOPGDS5aliYsy6KqqsphjWFuSC/jaas3I1XfqbabopOXePcv+ucSfKPsL3a7OSF/GU5b9ZWxZP74B2/6+S8O6r03akJtUxvSRDeO7E9Xbw8MXjlDK31y0ivc/6f/qh1FTsmoDxZZpFytRRBvOIRMp8gQndtOrf/BiiUhHI1x48bh+++/t3UxHI7mxiaj0om2BfnOvKguZKZKfWkV2ovdrFwawt4gP7YdqMPRAjGz9axWzgInEr6xXmEIm3D58mVMnjwZzzzzDPr16weGYfDVV1+1Ot9FixZhyJAhrS8gD1KpFH379sXx48e5tIceeoiL6qH827dvHwDgxIkTmDdvHl577TUsXrxYLVa5vcE28z/50pVOCBN78t3+/fvRvXt3dOzYES+88IJWONT58+dznhs/fjyXnpSUhIULF2L16tVYtWqV2lPbK1euYP78+fj3v/+Nd99916zlNSceAR11buvn3rbfKDoSjuLHv//+G0uXLsV7772HBQsWIDc3l9v2888/IzQ0FD4+Pnj77bfV8tS3jTAMQQypEjLuft7oNiYOORpjwpXkHzuP9mI36HppLBKJEBYWRpO+DESIek2cOBE//vgj+vbtC5Zl8cwzz6ht/+CDD/DCCy+0mM8vv/yC6OhodO3aFQDwyCOPmKV8quErlWzYsEHtQlpYWIgePXogISGBi+7x3HPPYcSIEaioqMDTTz+NjIwMtGvXDps3b8aqVavw/vvvm6V81kC13bh484cHdPG2fZQOWyNEf+nC1r7j8xUf5eXl+O6777Bjxw5cvXoVzz33HEJDQ/Hyyy8DUAz9a9euHQ4fPgwA6NWrFwAgMzMTiYmJOH/+PBiGwUsvvYQPPvgAL774IqRSKSZPnowjR44gICAAc+fOxd69e9U6K0Ihaub9KE27zrvtQa/e2IHfDcrHntqmtRCSJrb2oya6/KnPjzKZDLNnz0ZGRgZcXV3xxx9/YOHChThw4AAKCgqQl5eH9PR0JCUlYf78+Zg8eTJ69OihdxthOLZvxXbA0FceA6NnwZRxHfrp3CYSieDn5yeIC4Y9IDS9SktLcfXqVW5hPYZh8J///IeL+JCeno5XX321xXwKCwuxaJH5x1UyDAMnJye1CBQnT55EQEAAOnTooLbvxx9/jPvuuw+DBg1CSEgIevbsCVdXV+zZswedOnVCu3aK1U0fffRRfPLJJ6itVQ+WIGRU242uWBwMaBy00PylC1v7js9Xurh27Ro+//xzxMfH44knnsDixYtx7NgxbvsHH3yAAQMG4P7778fIkSMREqIYpvvtt9+iV69e3DEeffRRbNiwAQCwe/dudOrUCQEBAQCAMWPGWGyeYmsJubc3JO6uvNucRRIM8Yk0KB97aZvWRCia2NqPmujzpz4/3rp1C/n5+dwyDG5ubtz6bj4+PliyZAm8vLzwzDPPwNfXl1ujRN82wnDI2QZy/1tzdG7r4x6CDs4eKCkpQXBwsNafv78/9//IyEjs3LnTegW3M2QyGc6fPy+YCWE+Pj7o3r07Ro8ejVOnTgEAgoKCMGTIEDQ2NuKrr77CnTt3sHLlSvz5558oLi7G008/jXfeeQfDhg3D778rnu5t374dhYWFePvtt7F3714cO3YMI0eOxNdff80d67PPPsOrr76Kp556CnPmzEFdXR2qqqqwZs0axMXF4dChQwgPD0d0dDRu3VJEhVGuuKqcVFhbW4ukpCTMnTtXrR6aq5v+/PPPmDBhAoC7YaaVhISEQCqV4urVq2ZW0zIofaf02Qcb3ufdr6HSfjpQlkJo/tKFrX1XWVmJV199VafvVBk0aBC36KyynEq/NTU1Yc+ePZg1axaCg4Nx6NAhbj8+3xUXF+P27dv4/fffERoaym3r2bMnkpOT1Vb/FhJDX3ucN51hGDzoH6Pz3qh6P7SXtmlNhKKJrf3Idx/s3bs3KioqtMqqz4++vr4YPHgw5s6di6amJuzcuRMbN24EALXvFBUV4cknn0RYWFiL2wjDoQ6Hgeh7isMwDOaEjYBcLkdRUZHWX2lpKff/zMxMJCQk8OZDCC/cnUgkwk8//YSmpiYMGTIEc+fORWlpKXr06AEXFxcsWbIEALB+/XoMGzYMmzZtQrdu3bB8+XKMHz8e7733HgBg+fLlAIAVK1Zg/PjxGDRoEIqKirh6Hjx4EMePH8fatWvxzTffoKysDMuWLYO7uztiYmKQnZ2NhoYGXLlyBSKRSC30s1wu5/7/9ttvY9WqlteJ2b9/P8aNGwcAGDFiBG7evMlN3Dt9+rRWvkLE01OxaqrSd0qfFd8u492fhlQJz1+6EILvoqKi9PpOF2fOnMFzzz0HAHBycsKlS5dQUlKCyZMnY+zYsTh//jwAYNSoUTh16hROnjwJQN13RUVF6Njx7twIDw8PNDc3o7S01Bzymp2Qe3sDzvxPfAPcOui8N6reD+2lbVoToWgiBD+q3gczMzNN8iMA/PDDD7hy5Qr69euHBx54QGv+yIEDBzB69GjI5XKtjp6+bUTLUIfDCHQ9xQGAfh3DENmlO4KCgrT+fH19ERQUxL0Wra6utlaRCTPQu3dvXLhwAUuWLMG2bdvQu3dv7keDJs8++yzmzZuHkpISXLp0CTU1Nbz7ubm5wc/Pj/v80UcfYfDgwdznefPm4YsvvgDDMPD29kb79u0xfvx4SCQSREdH4+bNm1p5Hjx4EHFxcWr58qF8hezt7Q0A6Nu3L3bs2IGPPvoICxYswPfffw+JRILw8HC9+diaxMREREREaPmsvZcn7/40pMq+sBffqZKTk4MOHTqgf//+aun+/v745JNP8Nhjj+Gjjz4CoIjOs2XLFixfvhwvvvgi9u/fDx8fH3Tq1AkMw3DrTAHghoA4OTnpPb4tCezPP57dw9kNA7r10bov0v3QvhCaH3v37m2SH2tra7F69WoMGTIETz31FNLT09W+ExUVhXnz5uGzzz7TCtagbxvRMtThMIKQe3vDqT1/mD+GYfDDfz5GYWGh2l9ubi727t2L3NxcbjwuYT/IZDLk5uaiffv2eP/995GamgpXV1fMmjWLd//g4GB8+umnOHr0KAYNGqT3yZTq+NOsrCw0Nd0N2xoWFobGxkaUl5drjVOVSCS8bx/effddzJ07Fz4+PvDx8UFBQQEmTJigNfZ7//79WhP1pk+fjj///BNbt27FzZs38cgjj3AdEqEydepUXL58WctnLz3HP3HxRir/xFZCeNiT75TI5XJ88skneudaLF68GAUFBdzn559/Hn/99Rfef/99ZGVl4fHHFQ+1AgMDuQcDgOJHubOzMzp16qQzb1vTcxJ/pCGGYfDes69q3Rvpfmg/CNGPYrHYaD82NTVh7ty5mD59Oj777DNMmDABM2fOVPteaGgoXnzxRSxbtgwnTpwweBvRMtThMJIRG5/VuS1j+zGtNLFYjIiICJpgZCBC06upqUnttW10dDTWr1+Pa9eu8e6/YMECdO3aFU8++aTBUW4AoEuXLsjMzOQ+syyLjh07wtfXt8XvKp+Ebt++HefOneP+AgMD8fnnn2PBggVq++/duxcTJ07kzSsjIwP79+/HunXrDC67EFBtN54h/JrdSMlCbWmldQsmMITmL10IwXfKaG6G8v777+PFF19UezOhiUgk0nr7ASiGauTm5mL16tUAFMMcs7KyuO3Xrl3D0KFDBf2GI+Te3hC58pevMkf/k2jAftqmNRGKJkLwoyYtacLnx/Pnz0MqlXLf/eCDD5CXl4fy8nKt78fFxSEoKIg3b33bCN1Qh8NIfKO6wLVTe95tzbWNKPj7olqa8lWgIdFOCGHq9cEHH6hN7iwqKsKYMWMAgPtRcvv2bVy5cgVpaWkoKytDXV0d/v77b9TX1yMnJweAYjiEcj9AcTFVPvlZsGABdu3axT3VPH36NJ599lmIRCLI5XKtJ0TKzwzDQCKRgGEY+Pr6qk3IFIvF8PX1Rfv2d9urVCpFRUUFAgMDtepZWVmJefPm4ZtvvkFUVJRZtLMWqu0mZGhvnU/Uyi7kWrdgAkOI/tKFLX0nFovBMIxO32myadMm9OrVC1KpFNnZ2fjyyy9x7do15OTkYPfu3QAUP9q++eYbLFu2TO27hYWFWL58OXbv3g1/f38AwIQJE1BQUIA7d+4AAA4dOoR//etfJippPTqGa19XAKAqu6TF79pT27QWQtJESPdBhmH0Ru7S5cfw8HCUlJSgrq6O27d79+7w8fFBZWUlMjIyuPRDhw5h8eLFAKB3G2E4tA6HCQxaPhXHV3zJuy15w07FBLr/0dzcjLS0NMTGxnJpyogduvD09ERiYiKmTp1qvkLbCap6SSTCaJ4FBQXo3bs3xo0bB2dnZzQ3N+Ozzz4DAAQEBOChhx7C8OHDsWvXLixZsgQvv/wy/v77b8yaNQu7d+/GxYsX0a1bN8yaNQvTp0/Ht99+i9OnT+PixYs4cOAAxo4di8mTJyMrKwtTpkzB4MGDIZPJsGbNGtTU1CApKQk3btzAvn370LVrV5w9exY5OTnIzc1FaGgo6urq0K5dO4NuSr///jsefPBBtbQbN27gyJEjOHv2LLZu3arWVu0F1Xbj7ueNtJpc9PfsprXfS4uX4ExNtlpaW/KbEP2lC1v6rrq6Gtu3b9fpO+UaAgCwZcsW/Pvf/1Yre2RkJObOnYvk5GQsXrwYb731FgYPHozly5dzQxWzs7Nx4sQJZGRk4KefflKbM+Xq6orvvvsOy5Ytg6+vL+655x6MHTvW4pq3Fq9u/ii/mKeV3lwvRcHfF9XujUpU74dOTk5Yv349ZsyYYfGy2gNC8quQ7oOhoaE4c+aM0X4EgP/7v//D8uXL0a9fP+Tn5+Pbb78FAPzzzz94/PHHMWDAAMTExGDChAno27dvi9sIw2FYW4c/EACFhYUICQlBQUGB3o6AKtsfWg1ZPX+IwtGfLoVvlGKF1ebmZqSkpCAuLg7R0dFqrwv1ERERgcuXLxtWAQdCVS9bX2DtAZZlUVtbC3d3d5s9BTPFP+bOT7PdPN5vFMZ4RGvt9+fNi/js2m9a6W3Fb+QvwxCCr1qDrTxZdikfB5/dzLst5IFoPLB2Dvc5MjKS937YVrxoCORXfuzNn+b2o71CQ6pMpM+sB3VuO/nmDt50zag6fH8UuYMgWs/4aZN50+/1i1KLJkd+Iwjz4RvVBa4+/EOO5U3qYUQ174fkRYJwbKjDYSLho+N0bruTV4qyS/la6apRdXT9UeQOgmg9j86fyZsuYhjs/zKJ/EYQFsIvmn9BNLGr+iR8zfsheZEgHBvqcJiIu583uo7SPdZd+ZZDLBYjJibG5lEm7AXSy3hUV0Ftq2i2G33+LNQI7NCWIH8ZDvmKsDXkV92QP+0P6nC0gv4LxuncpvqWw9jwim0d0ss49EXraEtotpuQe/vw7pdzKLVNh8clfxkG+cq81BRX2LoIdgn5lR/yp/1BZ6wVtPSW49yn+yGTyZCSkgKZTKZzPz6UkTsM+YuMjMTOnTtbWx1BYKpebZna2lpbF8Hm8LUb3+iuOve/8NVhtc8t+c1RPEb+MhzylWlI3Ph/IN+6XGBQR1+XFx3Fg8ZAftUN+dP+oLAHraT/gnHIPZTGu+1GShbqjHyS6unpCUCxSqZqzOuWSEhIaBNhPQnCUNz9vNF9wiBc+/mU1rasvacQPecho/xGHiOIlukUEYzs/ad5txX+dRG9Jt/Lu80QL5IHCcJ+oQ5HK1G+5dDV6Sj85zIQZPjqsImJiUhISDA4UkdJSQnkcjlF9iAIHmJmP8Tb4QCA1E9+Nchv5DGCMJyQob1xZtNu3m0VVwt1fu+NN97AihUr0NzcrLWNPEgQ9g91OMyAvrccV378AwEvjTA4r6lTpxr1BCc4ONioNyGEYyGTyZCRkUFx2nWg7y1H7uE09O8xrsWY/+Sxtgf5ynTc/bzRISIYtzO1OxdN9VKd35syZQpCQ0N5NScPEqqQP+0TmsNhBtz9vOEf1513W03RLXRz96MoEwYiFosRFxdHehkI6aVAnw4xsx/S+b3Uj39tUxPIqb0YBunUOjwDfIz+DmmuDWnCD+lin1CHw0zEPjtW57aT636wYknsH6lU91MwQhvSS4EuHdz9vBG7SHdEOc0J5I4OtRfDIJ1MR+fE8Su6h1QBpDkfpAk/pIv9QR0OM+Eb1QXtu/jybqvJL0dpRo5Fj29IVCt7iPIhk8mQnp5OUTkMhPRS0JIOfR4frjOiXNbeU62KnkP+cjxIp9bRKSKYN72msJx3UVzAMM31edAe/Gcs1A75IV3sE+pwmJEhrz6uc1vu0XMWOaZmZA99f5mZmUhISLBIOQhC6OhbNycz6U+d2wz1GPmLIBSEDO2tc1vRP5eMzs8QD5L/CELYUIfDjPhGdYFHYEfebcX/6J+YaiqJiYmIiIhAUFCQ3j/lIjkU5YNoq+gbWnVpx3GdbzkM8Rj5iyDu4u7njc4De/Jua25sMjq/ljxI/iMI4UPT+81M5MwHeEMC1hTdQtmlfPhGdTHr8QyNamVPUT5oIphxkF4KDNGhz+PDcftaEW9UuQtfHcag5dO00g3xGPnL8SCdWod3F3/cSL6qlV709yXELXqU9zu6NG/Jg/bkP2OhdsiPI+vSVN+I1I9+hZOHK5obpLhn0aMQO2v/XK+5cQs/zVgHViYHADzyxUvo1EsxnDFr7ylU5ZVCWl2HiGnD0LFHkFXrwIcg3nDU1tZi0aJFWLVqFZYsWYLGxkatfW7evIlHHnkEnp6eGDZsGK5cuaK2/e+//wbDMGAYBs7Ozrhx44a1iq+GvlfJ5z7db8WS2CcSiQTx8fEU6s5ASC8FxugQcm8f3nRD53LYM9ReDIN0aj2eIfxzGu/klfLO4yDNtSFN+HF0XU5v3IWA+J7ov2AsOvUKQdp/9/Hud+2XZAx/ex5GvvccRn2wiOtslKRcReE/lxD3wnjEvzgRf/1nO5rqtX9XWxtBdDgWLlyIhx56COvWrUNcXBxWrVqltc/69esxf/58HDlyBM3NzZgyZYra9qSkJBw+fBiHDx/GX3/9hc6dO1ur+GroC5F7IyXL4X/QtBaWZVFZWQmWZW1dFLuA9FJgjA6+0V11biu7kGu+QgkQai+GQTq1HmPncZDm2pAm/DiyLnXlVcg7dh5BgyIAAEGDInD1p3/QVNegtl/jnTpUXCmEd1d/BMT3hH9sOLft0vbjCLlX4T+ndq7w6NwBuUf414qzJjbvcBQXFyMpKQljxowBAIwZMwZbt25VG4vJsiwmTJiASZMmYeDAgfjyyy9x8eJFlJWVAQCuXLmCGzduICYmBiNHjsSAAQNsUhcl+kLkpn3C31O1FsooH0KN6CGTyZCZmUnRJwyE9FJgjA7KxQD5uJGa1apyCD2KDrUXwyCdWo+x8zjMobnQ/Wcs1A75sVddmuulkNY2cH8yabPWPjdTr8PF2x1iFycAgGsHD4idJCjXeCuYfzwdpeezsXvqWvz1n+/QVKd4gyGXyXHz3HW4d+7A7esZ4oub57ItWDPDsPn7qOPHj8PHxweurq4AAF9fX7i4uOD06dMYMUKxQjfDMHjggQe47wQFBcHDwwPe3t4AgG+//RY///wzkpKS8OKLL2L9+vVwcnLSeczGxka1YVvKzk1zczOamxUNQCQSQSQSQS6XQy6Xc/sq02UymVrvWjW9Q89AeIX5oyr7ptaxcw6nImb+w/AM6AQAWoZRjkvUTJdIJGBZVi2dYRiIxWKtMvKla0b5AICEhARMnDjRoDqppovFYjAMw2nVUtmNqZPy/3K5XC1/XXVtzXmyVp2MOU/G1knX/61ZJ838jcWcflSWsaXz3PuJ4byrj2ftPYWoJ4ajnZ83tz/QsiZ8/uJD6Tlj6tRSujHnWfldlmW19rd22zVXnfSlm1on1fZkj3USiifbB/niBrTnccilTVw+Sl00PWyMLsb6z17aLwDyJE+68v+abV2odVLmf2jWJrhJXLh9Yp4ehb7zHlbLq668Ci6e7dTzb+eM+vI7amk9xg9C+NgBKDl9Bckbd+HkW9/j/rWzIb1TB5m0GS7t7+bh5OaMyuvFsDU273AUFRWhY0f1yE4eHh4oLtYtTnJyMubOnct1KhITE5GQkICdO3fi+eefh0gkwoYNG3R+f926dVizZo1Wenp6Ojf3w9fXF+Hh4cjJyeHepADgnpZcvXoVVVVVXHpYWBj8/PyQkZGB+vp6eI7rjaot2h0OADi67js8/PZ8ODs7IyUlRW1bXFwcpFIp0tPTuTSxWIz4+HhUVVUhMzOTS3dzc0Pfvn1RXl6O7Oy7vVcvLy9ERkaiuLgYhYWKhZZmzZqFL7/8Eg0NDSgpKYFcLkdFRQVSUlIMrpOSiIgIeHt7Iy0tTc1gMTExra6Ti4vCjBUVFcjLy9NbJ6D158kadTLmPBlbJ5ZluQWQbFUn1f1NwRx+vHbtGiorK5GamgqGYVo8z1eKctB+UDfcOaWxPg4LJO89Bs9+IUZpMmvWLHz++eeQSqW8N8GysjI1zxlSJ0u0XeXNtqGhARcvXtRbJ8CybddcdTLmPBlap4KCAq49+fn52V2dSktL0RrMdY8sq6vkzT/nZAbkgwIB3NXl/Pnzah42RpfZs2fj66+/xp07d9DUdPftCcMwcHJy0rrn2Uv7jY2NRXNzM6cJ0HY9qVqnTp0UD2zz8vJQUVEh+Dop9x+17V8IDAy8+10n/p/gImf1B+byJhkYifYkeZFYhKDBkRjx3rP49amNqCuvguh/+4lV8pA3ySASwCR7hrXxILiNGzciKSkJycnJXJq/vz82b96MmTNn8n5n9uzZ2LRpE9foVPn9998xbtw4VFdX64xioPn0pqioCFFRUcjJyUFwsGLSjTmeCuyfu4n3LQcATNr1Ktz9vG3y5FwZ0SMoKAi5ubmCeiogl8tx+fJlREVFcRdYQ+rkSE9vjKmTXC7HpUuXEB0dDQA2qVN+fj66deuGgoICzj/GYA4/SqVSXLx4Eb179+bSWjrPV3/6B2ff/0mrPHEvTUSPCYNbpYnmeQ4NDVXznCF1skTbVbaXPn20J87TGw71J5LK9iSRSOyuToWFhTb3pEwmQ+7Rczj5n+28xxj1yWJ0iuzC6aLpYXPqonnPs5f2yzAMLly4gKioKC70b1v1pGo6y7K4dOmS1u8EodbJmHtkzqFUpH91CBO2r+TSto9chREbn4F/v3Cd3zv6788QM3cUfKK6YPuIlRi1ZRF8+4QCAJI37oJM2oQhq/l/U1sLm7/hCAwMVOuJAkBNTY1aL1CV77//HvPnz+ftbADAgw8+iNDQUJSXl8Pf3593HxcXF+5JOgDcuaN4VSWRSLSiHigbqia6OjOq6YNXzsTBZzfz7ndu634Mff0JnVEW+NIZhuFN11VGXem6jmNInVoqo7HpfHXq27cv7/cB4+sqlDrpK2Nr69SvXz/esukro7Hp+urU2kgh5vCjs7MzYmO1VxLXd57bdfDk3VaVfUPruOY4z7rysnbb1dderN12W0q3lR/52pM91UkInhSLxeis5wdSyemr8I8O4z7r8rA5dNH1PXtov7r82tY8qZmu73eC0OpkjB/9+3dH3YYkyJqaIXaSoK5c8fvYJ1L/kgoSN2d4hfqBYRh0ju2O6sIyrsNRXVSOsIfvMbgMlsLmk8aHDx+OwsJCbliIcigV38Tv5ORkiMViDB06VG+eXbp0gZ+fn/kLayS+UV3gFR7Auy3ncCpFrOJBLpejtLRU7WkGoRvSS4EpOuiKVuXI4XGpvRgG6WQe3P28EXwff7QqkcZwEtJcG9KEH0fWpZ1PewQOjMDNc9cBACWnr6DXpCEQOUuQ9t/9qPvfXI6cQ6nc/0sv5MAvphucPdwAAL0m34uiZMXwLmltA+rKqhA6XHcHzVrYvMMREBCA0aNH48SJEwCAQ4cOYdGiRXBxccHq1atRUlICALhw4QL27t2L+Ph45ObmIjk5Gd988w0A4IsvvuDekuzcuRPPPPOM2ms2WzLw5ck6t1346rAVS6IgKSlJ0AskyeVyZGdnO+SFxBKQXgpM0UFntCrWcuFxVaPo2CJqDrUXwyCdzEdgXC/e9Du56sONraG5vUWxonbIj6PrMvDlKcg7eg7pXx3G7esl6PfsGMikzcg5kobaG7cBAEXJmfjlqQ3447VvcCe/DJHT7+O+H3xvFDqEBSDt0wNI+2Qfhr3xJBf1ypbYfEgVAGzduhUrV65EcnIybt26hfXr16OhoQE7duzA+PHjUVdXhxEjRqCsrAxvvfUW971Tp05BLpfj22+/xauvvoqRI0di6tSpmDBhgg1ro06nyC5w6dIBjfm3tbZl7T2F6DkPwf1/EXGswWuvvcb9XxnZgyDaKgH9e/BGq7qRmoWuI/qZ7Ti6ougkJCS0uIo5QdgzLl7uvOk5h1IRu2CsVe5/xkSxIj8StsbV2wODV87QSp+c9Ar3/6EJj+vNo8+sEWYvV2sRRIfDx8cHn3/+uVZ6Ts7dCDL6om4cO3bMIuUyF9739cTNb5N5t5VdyIW7GX/YtITq+iaJiYlWOy5BCBF9w6qiZ5vvYYAykp7Sf8qoOap+JAhHpKWFNq1x/9P0nybkR4KwPDYfUuXoMAyjNjFOk8Y7tVYszV2CgoIE+SSHYRh4eXkJZkic0CG9FJiqg7WGVU2dOhWXL19GYWEhCgsLERDAP7fL0lB7MQzSyXzom8dRXXQ3TKslNdf0n+afrfzYEtQO+SFd7BPqcFgYsViMvvfGoeso7egbgOXGitsrYrEYkZGROqNJEOqQXgpao0NA/x686a1ddVyIUHsxDNLJvHj4d+RNv5F6nfs/aa4NacIP6WKfUIfDwihjogcPieLdnnOIolWpotTLUSeDmRvSS0FrdNA15OPaL8kO501qL4ZBOpkXzxBf3vQbKVmcx0hzbUgTfkgX+4Q6HBZGaYxOUbpjKNNbjrvQhcQ4SC8FrdHB3c8bkY89oJXOyllUF5aboXTCgdqLYZBO5iVkKP+QKuDu/U8ImmtGsbJ15CohaCJESBf7hDocVqKdn7fOYVWFf1+0cmkIglBFV4zykpSrVi4JQTge7nruf7aax6iKZhQr5V9mZiYSEhJsXDqCcAyow2FFQu7tw5tOw6oIwrbIGqS86RnbfidvEoQZ8OvTzdZF0EliYiIiIiIQFBTE/SlXtqbIVQRhHqjDYWFEIhF8fX0V/+oJD5j2yT7rFUrAqOpFtAzppaC1OngG+wB8AU9YxxpWRe3FMEgn86NrPY7b14oB2FZzvihWQohcRe2QH9LFPqGzZWFEIhHCw8MhEong7ueNwCGRvPvlHKG3HIC6XkTLkF4KWquDu583eutYKEns6tyaogkKai+GQTqZH31r3tSWVpLmPJAm/JAu9gmdLQsjl8tx/fp1bnJTzJxR/DuycKgnqaaiqRehH9JLgTl0CIzryZuef+y8yXkKDWovhkE6mZ+W1rwhzbUhTfghXewT6nBYGLlcjrKyMs4YvlFdEDgogndfaz5JLSkpsXkEDj409SL0Q3opMIcOuoZVXf7hhFnePiYlJSEyMhLBwcEoKSlpdX6mQO3FMEgny9AxPJA3vfDvi4LV3JaRq4Sqia0hXewT6nDYgPAx8bzptSW3LH5s1WgcFIGDIO7i7ueNyJkPaKWbKzzua6+9hszMTBQVFXE3SqUfCaItoGseR86hVNQJbEgxRa4iCPNCHQ4b0FjFHwbQGuFxldE4KAIHQWijKzyuOd4+Kr0mEokQFBSEiIgIJCYmtjpfgrAX9AVOKbuYZ72CGABFriII80IdDgsjEokQHBysNrlJ31MeS08cV0bjEEIEDj749CJ0Q3opMJcOusLjmnMeR0BAAAoLC3H58mVMnTrVbPkaArUXwyCdLIO+9Tia7tQLSnMhRK6idsgP6WKf0NmyMHzG0PuUp42vOk4XEuMgvRSYSwdd8zgufX/cIaLIUXsxDNLJcuhaj4MRMaS5BtQO+SFd7BM6WxZGJpPh8uXLkMlkXJq+pzxtfdVxPr0I3ZBeCsylg655HGCBzKQ/W5W3EKD2Yhikk+XQ9Yb/VlYRaa4BtUN+SBf7hDocFoZlWVRVVYFlWbV0oaw6rhmBw9pRODTRpRfBD+mlwJw6RE4bxpturmhVRUVF5C+BQzpZDl1v+K/tTUZ5XoldaG6t+ya1Q35IF/uEOhw2wtbDqnRF4KAoHERbx93PG5GPPaCV3tpoVaoRqchfRFtF53ocAG4duWzl0hgH3TcJwnSow2Ej9F10b6RmWfz4fBE4KAoHQSiwRLQq1YhU5C+iLRPQvwdv+p3kbMGFx1WF7psEYTrU4bAwIpEIYWFhvJObYmY/xPudrL2nrBatSjUChy2icGiiTy9CG9JLgbl1sES0qqlTpyIoKMjk75sDai+GQTpZFp1v+FmgtuS2VctiDNa+b1I75Id0sU/obFkYkUgEPz8/XmPofMvBtt1oVfr0IrQhvRSYWwdLrzpuK6i9GAbpZFnc/bzR+6kRvNskbi5WLo1woXbID+lin9DZsjAymQznz5/XGU2hY3ggb3rjHf7FAR2dlvQi1CG9FJhbB0uvOm4rqL0YBulkeXTd+6qL7ddf5obaIT+ki30isXUBHB2WZVFfX68zmoKuEIG3rxVbslgtoozC0RKenp5ITEw02wJmLelFqEN6KbCEDqHD++LyjuNa6eZYdVyfv8ztKVWovRgG6WQ7bp69hrCR/W1dDJNo6b5prLepHfJDutgn1OGwMbrGsmb9fArRsx+Cu5+3VcujGYXDEBISEqy+YjJBWBp98zh8o7qYlKeh/iJPEY6OzvC4vyYj5ulRVr/3tQZj7pvkbaKtQkOqbIy+aFUXvjps5dLojsLB90eROQhHxhLzOFryF3mKaCs40hxGQ+6b5G2irWPyG46zZ8/i3LlzuHnzJsRiMUJCQjBw4ECEh4ebs3x2j1gsRkREBMRisc59Avr3wLWfT2mlZ/2SjOg51n3LMXXqVIOfvgQHBxv8FsRQDNGLuAvppcASOijncWgOq1LO4zDFly35yxKeUoXai2GQTtZB173vRmoWuo7oZ/0CmYgh901TvE3tkB9H16WpvhGpH/0KJw9XNDdIcc+iRyF2Vv+5nn3oLP7+z3a1tC4PxOD+tbMBADU3buGnGevAyuQAgEe+eAmderU8TN6SGNXhqK2txebNm7FlyxaUlpZqbWcYBrGxsVi9ejUmT55stkLaMwzDwNvbW+8+ukMEmv7Dxl4xRC/iLqSXAkvpEDltGC5/fwLQGCtckVmAzv27m/14lobai2GQTtZB55DivbYZUiw0qB3y4+i6nN64CyH3RaPL/dG4fiAFaf/dh7gXJqjtU5FZiAfWz4WrtwcAIOdIKnwiQrjt135JxvC350EkFkEkEdu8swEYMaQqPT0dw4cPR0lJCT766COkp6fj1q1baGxshFQqRUVFBVJSUvDCCy/ghx9+wPTp01FXV2fJstsFzc3NOHPmDJqbm3Xuoy9EYEnKVUsVTZAYohdxF9JLgaV0cPfzRuzCsVrpaVv32WV4XGovhkE6WQdHGlZlCagd8uPIutSVVyHv2HkEDYoAAAQNisDVn/5BU12D2n5RM+9HyNDe8O0TCt8+oagpqkDQkCgAQOOdOlRcKYR3V38ExPeEf6wwRh4Z9Ibj8uXL+PTTT7F//374+Pjw7tOhQwd06NABsbGxmD17NrKzs/Haa69h/fr1kEj0H6a2thbLli2Dl5cXamtrsWHDBri4aMfizsvLQ/fu3blGdvbsWfTvr4hm8dlnnyEzMxO3b9/GkiVL0K9fP0OqZhUMCd0WGNcTF785qpWese139Jw4RNBPegyNaAUYFqWDQt0ZB+mlwFI6qD41UtKaYVWGYIynAOOi31B7MQzSyTo4yrAqQzHE20o/T5w4kdqhDuxRl+Z6KaS1dzsOYieJ1lCpm6nX4eLtDrGLEwDAtYMHxE4SlF/KR0BcT24/1XuPtEYRsculfTsAQP7xdJSez8buqWvRbVR/DHx5Kpza2X59G4M6HH/99Rc+/PBDozIOCwvD66+/joMHD2LcuHF69124cCEmTZqESZMm4ZtvvsGqVauwadMmrf0+//xz/PLLL5BIJHBycuI6G0ePHsW+ffvw008/obq6GoMHD0ZycjLc3flDzgoRboKqZpQ3AQ+rMiWiFUBROgj7QlcYXHOEx9XEVE8B5CvCPmkrw6qM9XZCQgImTpxo4VIR1uTQrE1wk9z94R/z9Cj0nfew2j515VVw8WynliZp54z68js68y06eRnBgyO5zz3GD0L42AEoOX0FyRt34eRb33NzO2yJQR2O+fPnG5xhSkoK4uLiACgM1lJno7i4GElJSfj0008BAGPGjMGCBQuwZs0azqAAcPv2bZw9exbz589Hly7qISk3bNiA6dOnc8cMDQ3Fjh078Mwzzxhcblvj7ueN3rNG8L7lsMQPG3OQmJiIhIQEg6NulJSUQC6XU5QOwq6wRHhcXRjrKYB8Rdg37n7eiHxMOzgDWCAz6U/cs/hRm5TL3BjqbfKz4zJq278QGHh3wUuxE/9PcJGzk9pneZMMjET3BPmCvy8i7vnx6nmIRQgaHIkR7z2LX5/aiLryKrTz8WpF6VuPSVGq5HI59uzZg6tXr6KpqYlLl8lk2Lt3L9LS0gzO6/jx4/Dx8YGrqysAwNfXFy4uLjh9+jRGjLg7r2Hnzp34448/EBoaiieeeAJbt26Fh4cHZDIZTpw4gWXLlnH79uzZEydOnNDZ4WhsbERjYyP3WWns5uZmbriWSCSCSCSCXC6HXC7n9lWmy2QytUVn9KXHxMSAZVm18YbK6AqqrwX9Y8N5OxxZv5yCb1QXsCyrtj/DMBCLxVpl1JVurjqJxWIwDIOJEyeqPYHhq5NqekhICPdkp7m5GRKJRKtOABATEwOGYdT0sladNMeEtlQnzXS+OlnyPLEsiz59+kAsFtusTq0dR2sOPwJA7969OZ+Z8zx7BHXifft4+YcT6DFpMNr97wmsOc7zxIkTMXnyZKPabteuXdV8pa9OLMsiOjoaIpFISwNrt1196bb2I8uyXHuSy+V2VycheNIYXSKnDeNdZPPS98fVPKbcH7D9tbelOmme64kTJ2LKlCm8ZVetk6qfxWIxoqOj1X4/CKlOmmU3JN0c54lhGN7fCUKtkzJ/iZsznN1doY92Pl5oqq1XS2uql6KdT3ve/WVNzWisrEU7X/7OhFcXP3S+pwdqb1Ya3eFoqKzB7WvFaLhVA0bMoJ2fNzr2CILExIfgJnU4ZsyYgV27dqFz585qcy1YlkVxsXErZBcVFaFjx45qaR4eHlr5zJ8/H3PnzsWhQ4ewYMECPP3000hKSsKtW7fQ0NCgloeHhwfS09N1HnPdunVYs2aNVnp6ejpu3LgBQNHxCQ8PR05ODsrKyrh9goODERwcjKtXr6KqqopLDwsLg5+fHzIyMlBff7ex9OrVC56enkhLS1NrjDExMXB2dkZKSgqX1lRZx/vD5vovyfAK8UXQI7HIzMzk0t3c3NC3b1+Ul5cjOzubS/fy8kJkZCSKi4tRWFjIpZurThEREfD29jaoTgAQFxcHqVQKqVTxpFgqlSItLQ3x8fGoqqrSqlPv3r1RXl6OnJwcwddJtZ2JxWKddbLkeQoNDYW7u7vN6qTPa4ZgDj9mZWWhsrISDKNYOMOc51nk6QLv+3qi8oR6AAdWziLl95No191PSxNr+lF5A21qalIrv646xcbGor6+HhcuXODSbNV2hexHlmXBMIxd1okviqQxWPMeGRERAW8/b3gNCkPVqbvnAwDAAsl7j8Gz3915VEK69lriXCvvk8qHuQ0NDWpetcc6KTHneQoNDUVubq5d1MmYe6R//+6o25AEWVMzxE4S1JUr6uETyf82/UZKFjrH9dCbp8TNGV6hfgYdn2VZ5B5Jw+Uf/8Stq4Vg5eo/SMXOEgQNjkSfJx9EJ575jfpgWBPWhnd3d8e+ffvwwAMPaG3bvHkzli5danBeGzduRFJSEpKTk7k0f39/bN68GTNnzuT9zpUrVxAdHY3c3Fw4OzvD19cXly5dQmSkYgzbihUrcP78eRw8eJD3+5pPb4qKihAVFYWcnBxuMpe5ngqwLIuzZ88iNjZWLWa0rp7yua37FWE4NWEYTNr5Clw7eaok2deTDuUbjqCgIOTm5vI+FZDJZEhLS0P//v25J9dCrpOtn7LJZDKkpqYiPj4eDMPYpE75+fno1q0bCgoKjJrorMQcfmxsbERqair69+8PsVhs9vNcXVKBn6evUy84A0z4YZVZ33Cophv7hkPpK311UraXuLg4rnOmROhPiHXVSV+6qXVqamri2pOTk5Pd1amwsNDmnjRWl6zfzuBU4vdaZen+6EDE/3uy2v6m6tJSuhDar6afz5w5w13X7LVOqpjjPMnlcs6fqr8ThFonY++RJ179Gj0mDEJgfC9c338alTk30X/ROJz79AB6TRmq9rbj1DtJiJxxH7xC/bm0nEOp8O/fHe182qP0Qg4qLhcgcvp9LR63rqwKf635DpJ2LugcG472XfzQzs9L8UaDYdBc14Caktu4fb0Yxacy4dOnK+KefxSMyLCAtya94Rg+fDjCwsJ4tz355JNG5RUYGKjWEwWAmpoatXFumvTq1QsjRoxAQUEBBgwYABcXF7U8qqur9X7fxcVF7c3MnTuKyTgSiUQropbqkA1VdC04o5mubMhisZg3WpdmWuT0+/g7HCyLmqIKePh30Nqkq4zGphtaJ11lbyldSUlJCbp27apzu1QqhbOz4pWdZvQdodWJL51hGN50S50n5Q9HW9WppfPdEubyo/ICr/odc2kilkh43j4yEBtRRku33ZZ8pUQqlaJTp068Ua2s3XZbSreVH1Xbk3Ife6qTUDzJh650/+huvOnXfk1GzNOjtCaPC+Ha21J6a8610s+q90Ml+qLSCblOSlp7nlSH9fHlI7Q6GevHgS9PQdrWfSi/mA9pdR1iF4yFTNqMnCNpCL63N9fhYFkWdwrL1TobAFCUnInT7+9BQFwPBA6MMKyzUV6F1K37MPDlKfDq6q9zv449g9Hl/mj0nfswbp67jrSt+9F/kf652kpMuip98cUX+Oqrr7BixQqtbZ9++ilWrVplcF7Dhw/Hs88+y5lKOZRqwIABer/n7u6OiIgIMAyD4cOHIysrC4MGKeJ5X7t2DbNmzTKiRsJBuSaHPU0eNxSKakXYK9WF5YKNIGeKr8rKyshXhKBo5+cN7/u1hy462uTxljDUz+Rfx8XV2wODV87QSp+c9IraZ4ZhMGrLQq39hiY8bvQxc4+cw5BVMyDSMzldE/9+4Wgf4ouCvzIQMrRPi/sbvPCfKqdOncKHH34IsVis9ffqq68alVdAQABGjx6NEycUT/UPHTqERYsWwcXFBatXr0ZJSQkAYPv27dz/T548iWHDhsHLSzEBZvHixdzwqTt37qCoqAjTpk0zpWqCIFAl1rIq+cfOW7kk5iUxMREREREICgrS++fr64ugoCDuiQZF6yBsjWewDyBitNIrMgtsUBp1DPWV8o98RQgV72H8Y9Ev/3DCLhfaNAVNPyvvh+RfwpJEzrjPqM6GErdO7RF8b2+D9jVpDoe/vz+io6MxdepUuLm5cekymQzfffcdjh7Vfjqvj/LycqxcuRJdu3bFrVu3sH79eshkMkRFRWHHjh0YNGgQZs2ahf3792PkyJEYPXo0nn76abU81q9fj5qaGty6dQsLFixATEyMwccvLCxESEiIyeNd9aEc16d8RW8ItaWV2D0lUfuJKgNM3pVg8yeqlkRVL9U5H6oTxoi7mNK+zI25/WNKftbQIWP7MaR9/Kt6op15kmVZ8pUBCMFXrUEInjQWpea65jE+tGUhOvfvbpFjCxW+dhgcHNzm/Wtv/rSGf8zNld1/AwA6dA+EX0w3nP/iIC4n/Yn2Ib4Y+toTaB/ia3SeJg2p8vLywg8//IBOnTppbVOuwWEMPj4++Pzzz7XSVaMUbdu2TW8eK1euNPq41kIqlap1zFrC3c8b3ccP0l59lQXKLuTC3QFXX1XFWL3aOqSXAkvrwLfiuD0O9zDhGVObhHxlfaRSKUIf7Mvb4bD3IcWmQu2QH9LFsqT9dz/uTXgcvtFdkX/iAtK/OoKwh+9Bl/ujkbHtKIas5g/qpA+ThlS9/fbbOHXqFO+22tpaU7J0WGQyGdLT07WiGrREQH/+V8s3UrPMUSzBYqpebRXSS4E1dPAM9lFMHNfAnoZ7yGQytbWTCH7IV9ZHqbm0toF3u70PKTYFaof8kC6WJ3xMPEKGKoZKnfv8IDqEB2DI6hkIGdZH55ofLWHSG46MjAycPn0aZ8+eVUuXyWT49ddftdIJ4/GN7sqbnrX3FKJnP2Q3QzjMQUlJid7XkPoidhCEuXD380bkTO0VkVm5MCaPG0tLvgLIW4T18dSx0Oal748jYtowu/OZpdD0L3mVMCv/m7N4+Yc/UJV7EyM3PcuFvy05cxX95o8xOkuTOhx//fUXTpw4gXPnzqmF+5LJZNzEbqJ1uPt5I/Ix7R839jiEw1SMib5DETsIa8C7IjLzv7cfdkK7du0AGB7VirxFWJN2Ojr2benepw9990XyKmEuOseGY/fUtai9WYnI6cMQEN8TN89dx4VvjpgcLMWkDsfixYvx5ptv8s7X+OSTT0wqiCOjK/ZzS/D+uIFiCIcjP+lR6pWYmIiEhAS90ThKSkogl8vbdMQOU9uXo2E1HXjW47AnFixYgK+//rpFz7R1b5GvrI9S87Z67+NDsx3y3RfbolfJn5YlZFgfBA2ORFNdI1zaKx5SeYcF4N5XjQ+5q8SkDkdUVBTCw8N5t+lKb6tIJBLEx8eb9F1dbznsdQiHIajqNXXq1Baf1igjdrRVWtO+HAlr6SDk9TgMQSKRYOXKlQYF2WjL3iJfWR9VzSVt8N7HB1875LsvtjWvkj/NT96x8wgd3lctTSQRc50NAGr/VyKTNqM0PRsBOpZzUMvPlILt3LmTNxRZRUUFVq9ebUqWDgvLsqisrDQ5MoxmA1DiqBE7WqtXW4P0UmAtHYS8HochUHsxDNLJ+mhq3tbufXxQO+SHdDE/bp3a43LSn0Z9p7a0Euc+3Q+/mDCD9jepw7FhwwZcvaq+GuipU6fQv39/pKWlmZKlwyKTyZCZmWlyNAVZg5Q33VEjdrRWr7YG6aXAWjq4+3kjdsFYrfS0rfvsIlIVtRfDIJ2sj6bmbe3exwe1Q35IF/PjF9MN7UN8cXDBFlzacRy3rhaiuVE7omF9xR0Un7mCM1t+xul3d6HPrBEQOxs2WMqkIVUrVqzAq6++irVr16Jnz554++238dprr+GBBx7A/PnzTcmS0AEXilOjI98Wx7LqQ1fEHYrcQZgbvvU4HHmoB3mLsAV07zMeVa+SPwljCRoUgQ7dA3Du0wNI+3Q/WDkLJzcXSNycIWuSobmuAfJmGdr5eaPPkw8i7vlHuchVhmBSh2P58uWora3F7NmzUVVVhT/++ANvvvkmXn75Zdy4ccOULAkdOFooTnNjSCQritxBmBNuWJVc/ZdQRWaBQ62ETN4ibAnd+wxHl1fJn4SxtPPxwpDVM3HP8+NRnJyJyuwbaKyqhdjFCe18veAXEwafqBCjOhpKDPpGfn6+1l9FRQVef/111NbWYseOHZg+fTpycnKwYcMGowvhyDAMAzc3N945L4YSOW0YwDdnxk7GjRuDsXolJiYiIiICQUFBWn+i/xnCkSN3mKN9OQLW1MGeh1UZo1Nb9hb5yvrwad6W7n18GNoONb1K/iRai0v7duj2UH/EPvcIBi2fhvilE9H78eHw7RNqUmcDABjWgFk3Xbp00fmEi2VZ7qQr/29v4+oKCwsREhKCgoKCFhfCshUZ248h7eNf1dIYEYNJO1+lJz06UEbuCAoKQmFhoa2L47CY2z/24McbqddweIl2CPCHtix0qLccuiBvCRtH8iTfvQ8MMHlXAt37dED+FBb2cE+zBgYNqZo3bx4CAgLQo0cPrufMR3NzMz799FOzFc4RkMvlKC8vh4+Pj17tWqKtjBs3l15tBdJLgbV14B1fbgcLAFJ7MQzSyfro0pzv3tdWFgGkdsgP6WKfGNThePbZZ9G+fXu4u7u3uK9m7031DUhbRC6XIzs7Gx07dmyVMXSFAnS0EIHm0qutQHopEIYOwr/OCUMn4UM6WR9dmuuaPH7p++MOP3mc2iE/pIt9YtCZ+uGHHwzqbABAr169uP/n5OTgt99+M61khBoUItB0lJE7lH+RkZHYuXOnrYtF2DH6FgBsS2h6i/xFmBvl5HEt/veWg9CNqj/Jl4Q5qCu/g/qKOyZ916A3HNOmTcPChQvxyiuvGDz+bPfu3UhNTcXatWtNKhihTlt+ymMq+qLsUPQOojXwRqqygyFV5qKlCFbkL8KcRE4bphWtCqAQubqgqFWEsVw/kNLyTqwct66VwMnNGf3mjzH6GAZ1OIKCgrB69Wo8/vjj8PLywoMPPoioqCh07twZ7u7ukEqlqKqqQl5eHi5cuIBDhw5h7NixSExMNLpAjgbDMPDy8mr1sDJdIQIdbSyrufQCFJE7EhIS1CJ1lJSUQC6XO0z0DnPqZc9YWwd3P28MWj4Np97+Ue0hQPHpK+gxbqBVymAK5tKJz1uA4/iLfGV99Gnu7ueNyMfaXohcU9uhpj8dxZdKyJ/m58ruv9WivzEMoCuklKu3u0kdDoOiVCmRy+X45ptv8OGHHyI1NVXtZLMsCw8PD0yYMAErV65E7969jS6MrbCXCAK1pZXYPVm7E0fRqgyHoneYH0eKiGMMtaWV2D1lrdpVua17kfwlDBzRk3x+A4D+i8ah9+PDbVIme4F8aVuE4J+WuH4gBR6BHeEX0w0Mw+DkW98jYEAvdLkvWm0l8cK/L0EmbULo8L5GH8Oo2TYikQhz5sxBSkoKiouLceDAAXz77bfYtWsXkpOTcevWLWzbts2uOhuWRi6Xo7CwEHK5vNV5KZ/yaKJ8yuMImFOvtgDppcAWOijmcaj/+BG6F6m9GAbpZH1a0tzdzxuxC+1z/RtToXbID+lifrqO7IdOESHciwSndq7oNjJWrbMBAIGDIpD23/0mHcPk6f2dO3fGqFGj8Nhjj2HixImIj4+HRGLSwuUOjbmN4egLIdGFxDhILwW20IGbx6GBkL1I7cUwSCfrY4jm+sLDOyLUDvkhXcyP2EkCiYsT97mhqgZ8A6ByDp1FfYVpQ/Monpid0Raf8lgCZfQOitxBmIo9rzhuaSgyHGEJ2kp4eEtB9z3CUILv7Y39897DlT0nUfTPZWQfOouTb32PU28nIXR4jEl50isJO6StLAJoCfiid1DkDsJUyIvqUGQ4wpLoCg9fW3ILvlFdrFwa+4Hue4SxKIdTpX70C6qLbwFQzFEMHxOH+BcnmZQndTgsjEgkgq+vr1kXp3HkpzyW0EsV1egdjhC5w9J62Qu20sHewuNa019K7NFn5CvrY4jmvH4D8Ocb36KpvlHQEeJMwVztkO57hCl0uS8aXe6LRlXeTTTXS+EZ5ANnTzeT8zP72Tpx4oS5s7RrRCIRwsPDzWoMXU95dKXbE5bQS5WpU6fi8uXLKCwsREBAgEWOYU0srZe9YCsdlOFxNRcZLz59xarlMBRr+kv5Z48+I19ZH0M01+U3sCyS30lyuKGM5mqHdN+zT0rOXMX++ZtRU3JL5z4Ff2Xg9Hu78c/bP6LkzFW1bVl7TyHlg704+db3uJWlvV5SS7ByObIPpuDKnpPIOZyGsoxco/NQxaQ3HDU1Nfjqq6+QmZmJhoYGbuKOTCbDiRMnkJvbukI5EnK5HDk5OejWrZvZzKHrKU9FZgE69+9ulmPYCkvo5ciQXgpsqUPggF5QW5WTBZLfSULggF6CG1ZF7cUwSCfrY6jmPcYNhJObC/58fZtauiMOZaR2yE9b0KXhdg2a6htRcTlf5z5VeTdx4esjGPPpUrByFgfmv4/hXeehna8XSlKuovCfSxi+bi6a6hpw4LkPMObTJXByczHo+HXld3D0X/9FZc5NiMQiuHi74+qev9GxVzAe3PAMnD2Mf9Nh0pl65JFHsHz5cpw5cwbXrl1DTk4OcnJykJ+fjzt3TFvy3FGRy+UoKyszazQFR56sagm9HBnSS4EtdbCn8LjUXgyDdLI+xmjuG93V7iLEmQK1Q37agi6uHTwQMlT/EhOXf/wTgQMjwDAMRGIRfHqH4sqekwCAS9uPI+Rexfed2rnCo3MH5B5JM/j4Z97fg/Zd/DD2y5fw+LG3MfWn1/H472+j9xPDce7TAybVyaQOx7lz5/DHH38gOTkZx48fx7Fjx7i/Tz/91KSCEMbR1sIDWhKK3EG0Bt7wuAKex2EryGeEuXDkh27WQjWSHHnSOjTXSyGtbeD+ZNJmvfszLby9uXE2C+6dO3Cf24f4ovTcdchlctw8d11tm2eIL26eyza4rDJpM+5fOxsdewSpLfIdMrSP9pBGAzGpw/Hss8/qfI3Vv39/00pCGIU9rgEgNDQjd2RmZiIhIcHGpSLsDXubx2FtyGeEJaCHbqah6UfypPU4NGsTfnj4Fe4vY9vRVuVXV34HLp7tuM+Sdi6oK78D6Z06yKTNcGl/d5uTmzPqy6sMzturqx9vukzajFtXjZ8PAhg4h+OPP/5Q+zx27Fhs2bIFc+bMUet4yOVyfPHFF9i2bZtmFnqpra3FsmXL4OXlhdraWmzYsAEuLurjzL777js8+eSTamlTp05FUlISACAvLw/du3dHc7Oix3j27FlBdH5EIhGCg4PNPs5Q+YQn7eNf1dLTtu5D15GxdjuO1VJ68eEIkTusqZeQsbUO9jKPwxY62aPPbN2e2iLGau7IcxmVWKIdakaSsxdPqmKv/hy17V8IDAzkPoudWhcolmGgthK4vEkGkUTEPfwSOzupbxOLDc5bJBbjyp6T6HJ/NJzdXVF/uxo3064jM+lPeIebFnjAoNouXLgQmZmZWqsOfvPNN1r7MgxjdIdj4cKFmDRpEiZNmoRvvvkGq1atwqZNm9T2SUlJwd69e+Hr6wsA2L59O+Lj47ntn3/+OX755RdIJBI4OTkJorMB3DWGJXDENQAsqZcmU6dO5eKQBwcHa60bYA9YUy8hY2sd9M3jEJIXbaGTPfrM1u2pLWKs5o760E0VS7RDVT8C9uNJVezVnxI3Zzi7u5otP7dO7SGtbeA+N9c1wM3HCy5e7hA5SyCtubutqa4Rbj7tDc47Zu4onFy7A6c37YZyRBXLAgHxPRC/dKJJ5TW4w+Hr64sBAwbo7VE2Nzdj48aNRhWguLgYSUlJ3NyPMWPGYMGCBVizZg336g8A/v3vf6s1sMTERKxZswYAcPv2bZw9exbz589Hly7CWvxHJpPh6tWr6NmzJ8RG9C4NwRGf8FhSL0eE9FJgax10rcchtLVxbK2TvUA6WR9TNHfEh26qUDvkh3RREBDXQ20I4Z3CCnTu3x0Mw6BzbHdUF5bBt08oAKC6qBxhD99jcN5iJwmGrZmFPk+NxI3UawAAn8guXH6mYFCHY86cOZDJZPDy8gIALhyZJufPn8d//vMfowpw/Phx+Pj4wNVV0evz9fWFi4sLTp8+jREjRnD7qXY2qqqqwLIsOnRQTIjZuXMn/vjjD4SGhuKJJ57A1q1b4eHhofOYjY2NaGxs5D4rXyU2NzdzQ7JEIhFEIhHkcrlaJARlukwmU3vjoyudZVlUVVWhublZLV1pEplMplY2XekSiQQsy6qlu3by1PuEx82nPW/ZW1snsVgMhmE4rcxZJ5lMhqqqKq1jMgwDsViss+ytrZMqqvUyR510ld0cdZLJZKisrOSOaa3zpFp2zfyNxRx+bG5uRmVlJecza7ddl44eGPjyFJzeuAus/O6wqoMLtmDgy1PQc/xgi7VdY+qkbC9yuVyr/Vuj7arS3Nxsk2uMIXVSbU8Mwwj+uqlZJyF40hRdVD1siC7tOnvzPnQru5QHn5iuFr32GlonXWU3JB2Amib6yu7onlRNl8vlvL8ThOpJU/2oLKtqmS9+9zuCBkfBO6wzekwYjDPv/4SYOQ9B3ixDxeV89HvmYQBAr8n3IudIKsJGx0Fa24C6siqEDu9rdBk6hAegg8YQqoorhejUy/g3TAZ1ODR/vG/YsAEff/yx1n4dO3bEypUr8cUXXxhcgKKiInTs2FHreMXFxTq/s2/fPowdezdCxfz58zF37lwcOnQICxYswNNPP83N7eBj3bp13NsRVdLT03Hjxg0Aio5PeHg4cnJyUFZWxu2jjOpw9epVVFXdnYATFhYGPz8/ZGRkoL6+nkvv0aMHAEVnTNUwMTExcHZ2RkpKiloZ4uLiIJVKkZ6ezqWJxWLEx8ejqqoKmZmZXLqbmxv89TzhuS2tQWFhIZdurjpFRETA29sbaWlpagYzR52Uc3cqKiqQl5fHpXt5eSEyMhLFxcUWqZPS0CUlJejevTueffZZPPjgg2Y7T3379kV5eTmys+9GiTBHnViWhVSqWPDRmudJtU6q+5uCOfx47do1VFZWIjU1FQzD2KTtuoW2w8Nbl+Dgc5u5qRyQs0jeuAtBgyIF4UdlO29oaMDFixdbrpOZ267yxltSUoLAwEB4e3vjrbfeQo8ePWzSdnXVqaCggGtPfn5+gr9uataptLQUrcGa90ilLufPn1fzsKG6dBoTjYp96tegc/89gEofBu0DOlns2mtInVp7rmNjY9Hc3MxpArRdT6rWqVOnTgAUc3crKiq06iQ0T5pyj2yqa0T2b2cBANkHUtBryr1w9fZA7tHz8AjsBO+wzujYIwjhj8Tj7Id7IWuWIW7JBLh1UgybCr43CpXZJUj79ACkd+ow7I0nIXZx0nm8yz/+Ae9unREQ3xMAkP7VYa1hwoBiMcDCvy9j7JcvGV0nhtX1mFeDjIwM7NmzByzL4tdff8W4ceO09rl69SoOHDig1gBaYuPGjUhKSkJycjKX5u/vj82bN2PmzJm835k5cybeffddBAUFaW27cuUKoqOjkZubqzY5RxXNpzdFRUWIiopCTk4O9ybFnG84zp49i9jYWLVXf+bqQTdUVGP31LVaT3j6LxqHyJn3C/rpja43HGlpaejfv7/a0xdLP5GKjo5Wu1hERETgwoULdvGGIzU1FfHx8WAYxiZPb/Lz89GtWzcUFBSYNK7WHH5sbGxEamoq+vfvD7FYbLMnWmXnc3B4ySdadXxoy0L49QuzuR+V7SUuLk4t1KG+Opmz7UZGRqr5DFB4LSMjQ1BPU5uamrj25OTkJPjrpmadCgsLbe5JY3XR9LChutxMu47fX9IOx//ge8+ic//udv+G48yZM5wm+sru6J7UfMOhbCuqvxOE6snW3iOtwb65mxAwoBf6/y/c9NF/fYqb57Ph4uUORnxXY1YmR33FHTx5YoPRxzB4inyfPn1QW1uLmTNnoqKiQq2nDCjEdXd3xzvvvGNUAQIDA9V6ooBiJXNdnQWpVIry8nLezgYA9OrVCyNGjEBBQYHOPFxcXNSiYCkXK5RIJJBI1CXhe+0I3G14LaXL5XKEhYVxNy1NNI+nL51hGK10UybOtbZOppRdV7pmnUQiEcLCwiCRSHjLqKvsra2TMnLH1atXuYgdquVq7XkypeyG1EkkEiE8PFznvsaWXVe6vjrpysdQzOFHJycnhIeHa/nMmm0X0D2XwzPYx2Jt15iyK9uLslNmSJ30ldHYdF0Rq6x9nloqO197EvJ1U7XsQvGksbro8nBLuniH+vMOq6rMKkZQfC+9ZRSCJ/Wly+VyXk1MKbu9e1I1Xfm7StfvBKF5srV+tAZjv/yX2udeU4ei37Nj0IlnFM3Vn/4x6RhGxRQbOHAg/vjjDyxevJhbXVz5l52djQsXLmDevHlGFWD48OEoLCzkhoUoh1INGDCAd/+jR4+qze3gw93dHREREUaVw1KIRCL4+fnp/DFoDhwpHrk19OJj6tSpuHz5MgICTAv3ZitspZfQEIoOQl+Tw9Y6KX1WWFgoaK/ZWqe2iKmaO/IigNZoh/biSVXIn5bHyc0FEh1BT3pOHGxSnkafrZCQELz55pvc54qKCtTU1Jh0cAAICAjA6NGjceLECQDAoUOHsGjRIri4uGD16tUoKSlR2/+nn37CpEmT1NK2b9/O7Xfy5EkMGzaMm+Bua2QyGc6fP8/7qtRcONIigNbQy5EgvRQISYe7a3L8j/+tySGEHz9C0knIkE7WpzWaO9JDN1WoHfJDulieY6u+xKUfTpg1T5O6h42NjVi+fDk6dOgAPz8/eHl5oW/fvti1a5dJhdi6dSt++OEHrF27Funp6XjzzTfR0NCAHTt2qE0cZlkWWVlZWm8vDhw4gD59+mDGjBm4cuUKli5dalI5LAHLsqivr9cZEckcONITHmvo5UiQXgqEpIO+NTlsjZB0EjKkk/Vpjea8D90EGJbaWKgd8kO6WJ4e4waiy33RvNsK/75kUp4mDSx77rnn8O2332Lo0KF48MEH4efnh5KSErzyyiu4ffs2nnnmGaPy8/Hxweeff66VnpOTo/aZYRj8/vvvWvsZu9CgI+Lo8citTUlJCYKDg+Hp6YnExES1hZIIQh/2siaHUCCvEa1FOZQx+Z0krbDUg5ZPQ49xA21bQDtD6UkA5Ms2ipOHGy58cwQlKVlw9ri7WKFM2oycI2kIvjfK6DxNesOxd+9erF+/Hn/88QfeeOMNLFq0CImJicjIyMDRo0dNyZJoJY40rMqWKBeblMvlKCoqQmZmJhISEmxcKsKeUP74YUTqw6oOLtiCrF+TdX+xjUFeI8xJj3ED8fDWJYBq9DU5K5jhjPaApifJl22XsvQc3LpahPzj6bi2/wz3l3MoFXUm+smkNxx9+/blnbgtkUgQGRmpllZVVSWY+RS2QCwWIyIiQmd0BHNhSrQqIWItvXShK2KHULG1XkJBaDr0GDcQ3mEBOPjclrvDq/734ydwQC+b+VFIOgnZa0LSqa1gDs1lDVKdwxnt5R6oirXboaonAQjOl0rIn5an5+R7ETPvYfj21l5ZPHPXXybladIbjh07dmDfvn1cZClAMaYuPT0dlZWVXJpMJsOmTZtMKpijwDAMvL29tWLeWwJHmDhnTb34sLeIHbbWSygIUQd9P35shZB0ErLXhKRTW8Ecmjvam35rt0NVTwrRl0rIn5Yn+N4oeHfzR2W2YqFPaXU996aw16QhJuVpUocjPj4ea9asgZubG7dAj0QiQWxsLN5//30uzdnZGWvXrjWpYI5Cc3Mzzpw5Y/LS9saga+KcZ7CPxY9tLqyplyNAeikQog58fmREjE39KESdhAjpZH3MobkjBVABqB3qgnSxPOUX87Fn+jqkfPAzAMDJwxWl6TlI3rgLsibTooOZNKRq/vz5uH37NmJjY/X2MJuamvDtt9+aVDBHwlqh25Rjx0+9/SOg8mC1+PQVu5o0R6HujIP0UiA0HbQmsjJAvwVjbT60Q2g6CRXSyfqYQ3NHC6BC7ZAf0sWypGz5CSHDekPiogh2wjAMuo2MRVXuTZzetBtDVs0wOk+TOhwLFiwAAHTu3LnFfTXndBCW5e4aAHcjddh63Li9Q1F0CFPpMW4gpHfqkPrJPoBlkbZ1H1zat7OrBwDWhKLjEK2FosSZH/Jl28PZww2DV0xHxrfqkWFdvNxxZddfgAkdDpOGVLm7u+O1117D7NmzASgW/3vnnXd4Q9bee++9phyCMBFdawCUXci1TYHsGIqiQ7SW2tJKpG7dpzVx3B6Hd1gSio5DmAuKEmc+yJdtF69u2i8UmuobkbX3FJw83EzK06QOx9KlS/Hzzz+jrq4OANCpUycsX74cH330Eb777juTCuKoiMVixMTEWC2agq5Jc3++8a1dXGytrZc+EhMTERERgaCgIIhECqsIMVqHUPSyJULVobqwXP1JK2w7cVyoOql6TQh+E6pOjow5NXeUELm2bodC86USW+vSFvCN7orMXX+hsaoW5ZfycWXPSfw6+11U5d5E9CztKLWGYFKHIy0tDVeuXEFcXJxa+qhRo/D666+bVBBHxtnZeq9ylU93oNnnYO3nYmtNvfQh5Cg6qghFL1sjRB2EuAKyEHUSYnQcIerk6JhTcyFGiTMFW7ZDIfpSCfnTsoQ+EIMO4QG4dbUIx1Z8gbT/7oNbJ088sO5p9Bg/yKQ8TepwDBkyBN7e3lrpf/75J0pLS00qiKMik8mQkpJi1QlOPcYNxLA3Zmml28PF1hZ62TOklwKh6iC04R1C1UlokE7Wx9yaC7GzbyzUDvkhXayDf79wPLR5Aab9sgYzD76J0Z+8gJChvU3Oz6QOh5+fH0pKSrgIVZWVlVi2bBm2b9+OSZMmmVwYwnz4Rne1+xC5BOEIOMrwDoKwJ4TW2ScIoVOVX4rkjbvw+/IvcPbjX1BXXmXW/E3qcKxYsQLr1q3DJ598gqioKAQGBuLdd9/FpEmT8MEHH5i1gIRp6BpaVXz6im0K5CAoo3UEBwcjMjISO3futHWRCDvAUYZ3WBvyG9EaqLNvGVR9Sd50DG5lFeHA/M24+vM/KPrnMi7tOIFfZ280a6fDpLC4rq6u2LJlC15++WVcvHgRjY2NiIqKQs+ePc1WMKL1UIhc86EZrUNJQkIChQckWoQvVKetFwEUMuQ3wlzo6+zTfdA4dPkSIG/aO+e/+A1eoX6IeXoUPIN8UF1cgfT/O4RLO04g7oXxZjmG0W84WJbF2bNnsWfPHqSkpCAgIAATJkygzoYOxGIx4uLibBJNQVeIXCE/VbWlXvoQcrQOIeplbYSug9bwDgaImHG/1cshdJ2U2Npv9qKTI2Epze15LofQ2qGmL211LxSaLo5AdVEFHtqyEEGDI9G+iy+CBkVgxKZnUW/GNxxGdTg2bdqEkJAQDBgwAFOnTsW0adNwzz33oGvXrvj888/NVihHQyqV2uS49nqhtZVe+hBytA4h6mULhK5Dj3EDMWnnq4h67AEADC7vOI7dU9dafTy50HUChOE3e9DJ0bCE5vY+l0NI7VDTl7a8FwpJF0fAI6ADJBq/DZ3dXdG+i5/Wvnm/nzfpGAZ3OGbOnImXX34ZTU1NmD59OpYtW4bly5dj5syZaGpqwnPPPYeXXnrJpEI4MjKZDOnp6TaJpmCPF1pb6mWPkF4K7EmHSz+csNlCgPakky0hnayPJTW317kc1A75IV3MT2X2DVzbdxrXfk1W+6vMuaH2OXPXX8j49qhJxzBoDsf27duxc+dOrFu3Di+99JJW/OPm5mZ8+OGHWL58OcaPH4/hw4ebVBjC/PQYNxDeYQE4+NwWrR85NJeDIKyLvoUAyYsEYTloLgdB6Kb2ZiX+Wf8j77b8ExfUPjOa67wZiEEdjm3btuHdd9/F0qVL+TORSPDiiy+iffv22Lp1K3U4BAZdaC2HMlqHp6cnEhMTadIcoReaPN46lH4DQJ4jjEKX98SuzriReg2ewT50P2wFqt4EyJ/2RteR/RAz+yGIXZ307idraEL614dNOoZBQ6pu376ts7Ohyty5c3H79m2TCuLI2Hpik73N5bC1XoagGa0jMzMTCQkJNimLPehlDexBB81hjoyIwcDl06z6Q8cedNJE02/W8Jw96mTvWFJzPu91e/geHFywBYeXfGKT+VSGIPR2yOdN8qf9ETFlKLy6+sOjc0e9f15d/RExZahJxzDoDUe3bt0MzrBr164mFcRRkUgkiI+Pt2kZlBfa5HeSwMrvhsg9uGALBi2fhh7jBtq0fKoIQS9DSExMREJCAqqrq1FSUgK5XG6TiFX2opelsScdeowbiMABvVBdWM692bDWE1Z70kkVVb8BsLjn7FUne8Yamqt6T+zqjIMLttx94yHAocb20A41vQmQP+0R3z5dLbKvKga94WhoaDA4w7q6OpMK4qiwLIvKykqwGkOarI29TJoTil4toRqtw5YRq+xFL0tjbzq4+3mjc//uKD59BbunrrXaE1Z700mJtaNW2atO9oy1NFd6T9Yg1TmfSijYQzu0ReQqe9DFHJScuYr98zejpuQW7/am+kb8+ca3+H7Uavw6512UZeSpba+5cQvf3r8M24b+G9uG/hsVVwqtUWydGPSG48yZM/i///s/g07uqVOnWl0oR0ImkyEzMxNxcXGQSExaZ9F8ZbGDuRxC0sseIL0U2KMOtaWVOPVOklWfsNqjTraAdLI+1tacb06H0IYaUzvkpy3o0nC7Bk31jai4nK9zn8wf/0TgwAhEzbwf6V8dxvFVX2Lij6vh5OYCALj2SzKGvz0PIrEIIokYnXoF68zLGhh0poqLizFv3jyDMmRMnb5OWBx7uMASRFuBIlYRhO2wp6HGRNvDtYMHQob21ruPb3RXdO7fHQBwb8LjSBr7Gqpyb8Insgsa79Sh4kohejw6CO6dO1ijyC1i0JCqxx57DBcvXkROTo7ev4yMDEyfPt3SZSZMxB7X5bAnlFE6goODERkZiZ07d9q6SISA4QvmQBGrjIM8R7QGexlqbK+o+pM8CjTXSyGtbeD+ZNJmvfszIv0/0ZWdDUCxSJ+knQva+XoBAPKPp6P0fDZ2T12Lv/7zHZrqGltfgVZi0BuO559/HpGRkQZluGTJklYVyNFgGAZubm6CefMj9HU5hKaXIWhG6VCSkJBg8ZCA9qiXJbBHHbSesDJAxIz7LXpMe9SJD0t7zlF0sidspbmQhxrbazvU5U/APB61V10OzdoEN4kL9znm6VHoO+9hs+R9p6AMfjHd0M5H0eHoMX4QwscOQMnpK0jeuAsn3/oe96+dbZZjmYpBHY7BgwcbnKEx+7YFxGIx+vbta+tiqCHkC6wQ9WoJa0fQUcUe9bIE9qqDMmpOZtKfuPT9CVzecRyXfzhhsSEd9qqTJpb2nKPoZE/YSnMhr41jr+3Q0pGr7FWXUdv+hcDAQO6z2Ml880+u7DmJe54fr5YmEosQNDgSI957Fr8+tRF15VVch8QWGDSkyhocOXIEAwcORG5urs599u7dixdeeAHz58/HkSNH1LZ99tln+Pe//425c+fi3Llzli2sEcjlcpSWlkIul9u6KBxCHsohRL1awtoRdFSxR70sgb3rcOmHE1pvHC0xpMPedVJiac85ik72hK001xpqbIU3jYZir+3Q0pGr7FUXiZsznN1duT+xs3k6HDdSr8Evuiva6/gN59XFD53v6YHam5VmOZ6pCKLDUVZWhpqaGpw+fVrnPpmZmVi7di22bNmCrVu3Yvny5dyruqNHj2Lfvn149913sXnzZjz55JOora21VvH1IpfLkZ2dLShj8C2A1G/BWFQXltt83KoQ9RIypJcCe9ZB3+Rxc2PPOlkT0sn62FLzHuMGYtLOVxH12AMAGFzecVwQCwFSO+SHdLnLncJyVOWVInS4/jc+EjdneIX6WalU/Aiiw+Hr64vx48fr3ef999/H6NGjwTAMxGIxBg8ejE8++QQAsGHDBu77np6eCA0NxY4dOyxebntGeYF9aMtCxC4Yi7St+wS92ipBOCpCfuNIEG0Ja71pJAhDUC5FobokxcXvfkdl9g0AQF1ZFa7s/AtBgyJQU3ILt7KKcWXPSQBAzqFU1JXfAQCUXsiBX0w3OHu4WbkG6ggmgLGohdn4v//+O1asWMF97tmzJ3bu3AmZTIYTJ05g2bJlattOnDiBZ555hjevxsZGNDbenbGvHFPY3NyM5uZmrjwikQhyuVytF61Ml8lkao1AV7ry/zKZTK0MYrHYqHSJRAKWZdXSlZ0vzTLqStesk0tHD8iam3H4xa1aawH49w+HR+eOvHUSi8VgGIbTypx1Uv5fLper5W9onTTTDT1P5qyTEmWEDkDREV6zZg0mT55s1jrp+r+566Sv7Wnmbyzm9KOyjNY4z+byo5tPewz492SceXc3WDkLRsRg4PJpcO3kqVZOc9RJ+V2WZbX2t8Q1pqWym+s8KdH0XGJiIqZMmWJ0nVTbkxCvMS2dJyF5sqV0pS6aHra2JyvzbvK+aazMuwk3n/Y2OdcA7NaTutJVPQrcvTdOnz7d4Dop/6/Z1oXqSVP82FTXiOzfzgIAsg+koNeUe+Hq7YHco+fhEdgJbj7tceiFj1FdWI7MnX9y3xu25kkAQFFyJk6/vwcBcT0QODACkdPvM7oM5kYwHY6WKCoqQseOHbnPHh4eKC4uxq1bt9DQ0KC1LT09XWde69atw5o1a7TS09PTceOGoufo6+uL8PBw5OTkoKysjNtHGd7t6tWrqKqq4tLDwsLg5+eHjIwM1NfXc+k9e/aEl5cXzp8/r2aYmJgYODs7IyUlRa0McXFxkEqlauUXi8WIj49HVVUVMjMzuXQ3Nzf07dsX5eXlyM7O5tK9vLwQGRmJ4uJiFBbeXVmSr05110p5L7Ipv59En1GDeOsUEREBb29vpKWlqRnMHHVydXWFl5cXbt26pTafx5g6AcafJ3PWyd3dHYB2hI5XX30VXbp0MWudWJaFk5MTGIax6nlSbXv6vGYI5vDj9evXUVtbi9TUVDAMY5XzbE4/3vYXIXT1I2gqr4F/cCA823sj41Qa6sV3b1TmqBPLsmjfvj0aGxuRkZFh0TpZ04/6olaNHDnS6DoVFBRw7cnPz09w15iWzlNpaSlagzXvkUpdzp8/r+Zha3uyqbJOER5XNaAKwyC7oghssbtNznX//v3h6urKaWJsnSxxnkytk/JhHF/kqpUrV2L69OkG18nHxwdeXl7Iz89HefndoadC9aQp90indi7oNWkIek0aopY+9suXuP9P/H6Vzu8PTXjc6GNaGoYV0NrwDMMgJycHXbt21drm4eGBpKQkjBkzBgDwySefYPPmzfjrr7/g6+uLS5cucaF7V6xYgfPnz+PgwYO8x9F8elNUVISoqCjk5ORwPW+hPRWw1NPHutJK/DxzvVaEjvHfr7TJGw57f3ojkUiQlJSE1157TSuCTlBQkFonyp7qpO885efno1u3bigoKFB7cmUo5Me76df3ncbpd3cr/ChiMODfkxE+doBd10lf2c1Vpz179uj0XEFBgV3WqTXnqbCwkDzJo0tL6dn7U3B6407uTWPfZ0ejY68QeIX4wqNzR7usk1DO065du/DGG2/wRq4KCgpCYWGh3dVJiaXvkY6C3bzhCAwMVOuxVldXIzAwEJ06dYKLiwvvNl24uLjAxeVuLOQ7dxTj3CQSidqQGOBuQ9VE2fBaSlf25gMDA3nz0TyevnSGYXjTdZXRkPT2gT68awGIJRJuH111NabshtZJebMMDAw0S10NPU+mlF1X+rRp0zBt2jTuc3BwMPdEx9x1ksvlKC4uRmBgoFXPk2oZdeVjKObwI8MwKCkp0fKZrTQxxY+1pZV3OxsAIGdx5t3dCB4cpRauujV1Ur0eWesao4ql/KjPc6bUCQDnK+VnIV1jWqqTEDxprC4ikUhLc+Ux+bBE++05fhCCBkWgurAcFZkFSN26j+v86wtVbalzrXp91yy/0D2pmT5jxgzMmDFDbZuqT40pe0u/E4Tmydb60VEQxKRxQxgxYgSysrK4z9euXcPw4cPBMAyGDx/Ou00IKI2h2gsXGkKK0GEPegkJ0kuBI+hgjWhVjqCTNSCdrI9QNHf384ZnsM/dzgZgswnkQtFEaJAu9olgOhx8s/HfeecdXLx4EQDw3HPP4fDhwwAUE9dOnz6N+fPnAwAWL17MDZ+6c+cOioqK1J52EYZBEToIwnZQtCqCEAbWDFVNEG0FQXQ4ampqsHXrVgDA119/zU0C+uGHH3D58mUAQL9+/fD000/j5Zdfxr/+9S+899576Ny5MwBg3LhxiI6OxquvvoqVK1dix44dcHV1tU1l7BS6wFoeZXQO5V9kZCR27txp62IRAoFvfZyBy6epDacijEPVc+Q3wlCo829d6N7YNhDEwDIPDw8sXLgQCxcuVEs/e/as2uenn35aZx4rV660SNlai0gkgq+vL++4RCHBXWA1Jo9b+wJrL3oZg64IOoAiis7UqVNNztsR9TIFR9Ghx7iBCBzQC9WF5Zz3bqReg2ewj1k6Ho6iU0voi1pliN/aik5CQkiaKzv/yrmNqovjKrdbAyFpYglMvTc6ui6OiiA6HI6MSCRCeHi4rYvRIkK6wNqDXsaQmJiIhIQE3ugcqmmm4Ih6mYIj6eDu5w13P29k/ZqMU+8kGTRp1VAcSSd9aHrOWL+1FZ2EhNA0V+38GzOB3JwITRNzY+q90dF1cVSoe2hh5HI5rl+/bheTm4Sw+rg96WUoU6dOxeXLl1FYWMj9BQQEmCVvR9TLFBxNh9rSyrudDcBsc6ocTSddaHrOWL+1FZ2EhBA1t/UEciFqYk5MvTc6ui6OCnU4LIxcLkdZWZndGEMIF1h70svWkF4KHE0HS82pcjSdLAXpZH2Eqrkt5zcKVRNbQ7rYJ9ThILSgCeQEYVto0ipBCAPyIkGYB+pwEFrQBdZ6UHQOgg+KWGUZyG+EsfB5UTm/kcLGWw5Nr5Jf7R+aNG5hRCIRgoOD7Sqagi0nkNujXqZgrshVbUWvlnBEHTQjVpkrSpWj6WQIxvqtrepkS4Ssua0mkAtZE0uhz6uAwq+TJ09uc7o4AtThsDDKC4a9YesLrKNjrshVbUWvlnBUHZQRqwDFRPLWdj4cVaeWMNZvbVUnWyJ0zZWeO/ziVq35jYEDelnkQZzQNbEEfF4F1P3aFnVxBKh7aGFkMhkuX74MmUxm66IYjS0mkNuzXsZgrshVbUWvlnB0HbJ+TcbuqWtbHTXO0XXShbF+a6s62RJ70Nza8xvtQRNzw+dVTb+2RV0cAepwWBiWZVFVVQWWZVveWYBY+wJr73pZG9JLgSPrYM4QuY6skzkhnayPPWhu7fmN9qCJLSBd7BPqcBB6oQnkBGFbKGocQQgDCuZAEKZDczgIvfBNIKcLrGVRRudQ4unpicTERIMnkhOOBdfpV+l0UKfffPD57Y033kBoaKgNS0UIFc1gDgBwI/Wa2QI7EPopKSlB165dIZVK4ezsTPdHO4I6HBZGJBIhLCzMrqMpWPMC6wh6mYopkavasl6qOLIO5uz0O7JOxqLPb2+88QZOnDhBOlkRe2qbymAOWb8m3x3uaIGAKvakiaUxV2RHwnZQh8PCiEQi+Pn52boYrcaaF1hH0MsUTIlc1Zb1UsXRdTBXiFxH18kYWvIb6WRd7K1t6ppbZc6IVfamiSUxV2RHwnZQt9nCyGQynD9/3iGiKZhz8qouHEkvYzElclVb1kuVtqCDu583OvfvDnc/b9SWVuJG6jWjvdcWdDKUlvxGOlkXe2ub1phbZW+aWBJVv+bl5WHfvn0mRXYkbAe94bAwLMuivr7eIaIp6LvAmuuJjiPpZQ1ILwVtSYfWvGVsSzq1FtLJuthb27TG3Cp708RaKHUh7At6w0EYDEWsIgjbYo23jARBtAxFrCII46A3HITBUMQq26ErctXEiRNtVyjC6ljjLSOh8Nv48ePh7OzMpVE0HEITvrlVtaWVrZ5rRRiH5v0RIL8KEepwWBixWIyIiAiIxWJbF8UsWPoC62h6tZaWInNMmTKF9ELbaTetHcbRVnQyFVW/lZWVaW2naDiWw17bpjKgCtC64Y582Ksmlkapi777I0B+FRo0pMrCMAwDb29vMAzT8s52gurk1axfk7F76locXvIJdk9di6xfk1uVtyPq1RoSExMRERGBoKAg7k8ZIrG6upr0+h9tRYfWDuNoKzqZCp/fND1HWAZ7b5uWGO5o75pYCqUu5Ff7gjocFqa5uRlnzpxBc3OzrYtidixxgXVkvUyhpUg6pJeCtqRDj3EDMWnnq3hoy0JM2vmqUU9Q25JOpqD0W25uLvbs2YPc3FyDosURrcfe26YlolbZuyaWQqnLxIkTte6P5FfhQkOqrICjhrSz1HhyR9XLUpBeCtqSDqrDOAAYNayxLenUGkgn62PPmlsqapU9a2JJ2oIuJWeuIu3TA7jvP7PgEdCRd5+mukbsnpIIabUiatf9b85Gl/tjAAAFf2Wg5MxVyKTN6PpgPwTE97Ra2fmgDgdhMtYIC0gQhH4svRgnQRAtQ0FVCHPScLsGTfWNqLicr3e/a/tOY9CyaXD2dAMA+PfvDgCoyruJC18fwZhPl4KVszgw/30M7zoP7Xy9LF52XVCHgzAZusDalpKSEnTt2hVSqRTOzs4UlaMNYo3Vjom7UDQcQh98QVUI26EruqOtvNpcL4W0toH7LHaSQOzM/zPctYMHQob21pufvFmGopOXEP/SJHh1UV+R/vKPfyJwYAQYhgEjZuDTOxRX9pxE7LNjWl8RE6EOh4URi8WIiYlx2CgT5o5a5eh6mYOWIle1xR8+bbXdGDussa3qZCyaOlE0HMvjKG2zNcMdNXEUTcxNS7oI9R55aNYmuElcuM8xT49C33kP69yfEemfZl1y5irKL+Vj7+NvI2BAT9yb8DjcOijqfuNsFno/+SC3b/sQX+QfT29lDVoHdTisgGosd0fE3GEBHV2v1pKYmIiEhAS1CBwlJSWQy+VtOipHW2w3pgxrbIs6mYKqTnyeA8h35sbR2ibdDy2HPl2Eeo8cte1fCAwM5D6LnVr3EzxocCRm/vYmSi/kIHnjLhxb/iXG/PcFMCIR6srvwMWzHbevpJ0L6srvtOp4rYWiVFkYmUyGlJSUNjHByRxRq9qSXqaiGrkqNzcXO3fubPNROdpquzE2TG5b1clYNHXiixZH0XDMi6O1TbofWo6WdGkpuqOtkLg5w9ndlfvTNZzKWPyiu+Gh9xegprgcZRfzAAAMA7X85U0yiCS2/clPbzgIs0GrIBOE9aFx4wQhPOh+SFgT1w4eCB3eF3X/69C6dWqvNl+kua4Bbj62mzAOCOgNx5EjRzBw4EDk5ubybq+trcXjjz+O9u3bo1+/fjh16pTa9ry8PDg5OSkmyDAMUlNTrVBqQhVueIcKFLWKICyP6mKcBEHYHrofEtaGEYvQoUcQACAgrofaGjB3CivQ+X8RrGyFIDocZWVlqKmpwenTp3Xu8/7772P06NE4duwYQkNDMWHCBNTW1nLbP//8c/zyyy84fPgwjh8/jv79+1uj6IQKrV0FmSCI1lNbWokbqddatQAnQRCtg+6HRGthWVbtXwC4+N3vqMy+AQAo+Osi7uSXAQDuFJTByd2Ni1bVY8JglJy5CkARzaricj56PGrbcOmCGFLl6+uL8ePH691nyJAhGD58OABg27Zt8PHxwaVLlxAfH4/bt2/j7NmzmD9/Prp06WKNIhuMWCxGXFxcm4ky0drhHW1Nr9ai1EuJ0MIAWgtqNwpamqRKOhmGsTrxhcsF2o7/zIEjtk26H1qG1uhiL/fIprpGZP92FgCQfSAFvabcC1dvD+QePQ+PwE7wDuuM8ot5+DtxO/z7h8O/Xzj6PXM34lXHHkEIfyQeZz/cC1mzDHFLJsCtU3tbVQeAQDocACBqIfyXsrMBAO3bt4enpyeCghSvjnbu3Ik//vgDoaGheOKJJ7B161Z4eHjozKuxsRGNjY3cZ2XUgubmZjQ3N3PlEYlEkMvlkMvlauUUiUSQyWRqvU596VKplBvupURpFM1JT7rSJRIJWJZVS2cYBmKxWKuMutLNVSexWAyGYTitNMvu0tEDLh09OE0bKqoV41YDOqCdygWXr04AIJVK4eLionZMW9dJqOeJZVk0Nja2GAZw4sSJFquTpmbGYi4/1tfXw9XVFQzDONx51peurNOd4nLeSar+/cM537EsC6lUCjc3N7uok63Ok0wmQ0NDA1xdXSEWi3XWqaVwucBd/1mzTkLxpLHnWqm5sj7m1qWldEvUSfV+yLIsaksrUZVfCs+gTpwv9dW1sbERzs7O3O8HIdTJkPNhyfPEMAzv7wR9dbK3e6RTOxf0mjQEvSYNUUsf++VL3P9jn3sEsc89ojOP7mMHGH1cSyKYDocxZGVlYejQoVx4sfnz52Pu3Lk4dOgQFixYgKeffhpJSUk6v79u3TqsWbNGKz09PR03biheVfn6+iI8PBw5OTkoKyvj9gkODkZwcDCuXr2KqqoqLj0sLAx+fn7IyMhAfX09l96jRw9kZWVxhlcSExMDZ2dnpKSkqJUhLi4OUqkU6el34yWLxWLEx8ejqqoKmZmZXLqbmxv69u2L8vJyZGdnc+leXl6IjIxEcXExCgsLuXRz1SkiIgLe3t5IS0tTMxhfnaqSc1C666ziRxAD+E2Ng9fAbjrr5OLigsbGRoSGhiIvL0+QdRLSeVL+gHzjjTewatUq1NTUcPtXVFRALpfj1q1bauU3d51U9zcFc/jxypUryM/Ph7e3NxiGcbjzDLTcdlOPn+KdpJry+0m06654za68Cffp0wcXL14UfJ1sdZ4KCgpQWVkJb29v+Pn56axTYmIiVqxYoRZqUyKRQCQScWE4KyoqkJKSYtU6lZaWojVY8x6pqktFRQXnYUfwpOa59ixqQurmn7Xuh7rqFBsbi9TUVEgkEq7DIbQ62eI8derUCRUVFdy/htQpMTERy5cvt8t7pKPAsKrdQBvDMAxycnLQtWtXvfu99NJLWLx4Mbp3154Ac+XKFURHRyM3N1ct3rEqmk9vioqKEBUVhZycHO5Vm7meCrAsi7NnzyI2Nlbt9Z+jPL3RV/a60kr8PHO91hoB479fiXZ+3rx1kslkSEtLQ//+/dXeegmlTi2lW/s8yWQypKamIj4+HgzDqNWpa9euKCoqQlBQkFowBnPXKT8/H926dUNBQQHvsJKWMIcfGxsbkZqaiv79+3NPpB3pPOtLV33Doc9vynqkpqYiLi5O7Y2rUOtkq/PU1NTEtScnJyeT6hQcHKzmP2vWqbCw0OaeNPZca3rYETypeq713Q89Azrx1gkAzpw5w2kitDop0/nKbsnzJJfLubai+jvB2DrZyz3SUbC7NxzHjx/Hvffey9vZAIBevXphxIgRKCgo0NnhcHFxgYvL3dUe79xRLIYikUggkahLomyomugaO6iZrjSnWCzWylt5TD740hmG4U3XVUZj0w2tk74yqqbX3ajkfeJad6MS7QMVkTr01ckcdTV3nQxJt/Z5Uv5w1Dee1ZJtT1c+hmIuPyov8KrfcaTz3FJ6+0AfDFo+DcnvJIGVs9wkVaXXVMutq+xCq5OtzpNqe1LuY2yddJXLGnUSiif50JfO52F79qRqWQy5H2qWvbm5mVcTodTJ1PTWnifVYX18+RhbJ13lFMo90lGwKxWuXbuGy5cvY+HChXr3c3d3R0REhJVK1TKG3JAcEVNWQQbarl6mQnopIB0Mm6RKOhkG6WR9HFlzuh+aF9LF/hBEWFyAP/zXO++8w40zLioqwgcffIAxY8YgNzcX58+fxyeffAIA2L59O0pKSgAAJ0+exLBhw+DlZdsFTpRIJBLEx8e3yR6uKWEB27JepmCIXsqoHKp/kZGR2LlzpxVLalmo3dxF35ocpJNhmFMnPv85ogdbi6O3Tbofmg9z69IW7pFCQBCtuKamBtu2bQMAfP3113j++efh4+ODH374AWFhYQgICMADDzyAa9euYcuWLdz3vv/+ewDAgQMH8MILL2DkyJEYPXo0li5dapN68MGyLKqqquDl5aU1ZrotYGxYwLaul7Ho06ulCDoJCQmCCwVoKtRu+KktrVTzHulkGObQydAIVo7iwdbSFtom3Q/Ng7l0aUv3SCEgiA6Hh4cHFi5cqDVU6uzZs9z/s7KydH5f2VkRIjKZDJmZmYiLi2uzTync/by5C6vmDyBNSC/j0KdXYmIiEhIS1CLoAOCi52im2zPUbrThW5Oj2+h7SCcDMEd70uU/wDE92Fraiofpfth6zKVLW7pHCgFqwYTVaGlRMsK8TJ06lffpjDJ6DuG41JZW6lyTg7AOuvwHkAcJuh8KAbpHWhfBzOEgHBtdP4BqSyttWi6CcESqC8t5I+JUF1Xo+AZBENaC7odEW4Q6HBaGYRi4ubm1+fGXOn8AFZarpZFexkF6KSAd1OEi4qjAiBi0D/YhnQyA2pP1aUua0/2wdZAu9gl1OCyMWCxG375923wIN10/gDRDApJextEavTQjc9hzVA5qN+roiojjGdCJdDIAa7UnimB1l7bkYboftg5b+bMt+tKcUIfDwsjlcpSWlqqtktkWMTQkIOllHKbopRmZQ/mXmZmJhIQESxXVolC70abHuIGYtPNVPLRlISbtfBU9xg0knQzE0jrp8qAjeNFU2lLbpPth67CVP9uiL80JTRq3MHK5HNnZ2ejYsSPvCpptCUNCApJexmGKXnyROew9Kge1G35UI+IApJOhWFonimClTVtrm3Q/NB1b+LOt+tKcUIeDsCqaP4AI68MXmYOichCE9aAIVgRA90OhQvdIy0AdDsJmtBSDnCAI86D0WrvO3rYuCkEQPND9kHB0qMNhYRiGoVVCedAVg5z0Mg7SSwHpoBtNr4U+ORRMPOmkD2pP1qcta073Q+MgXewT6nBYGLFYjMjISFsXQ1DoikEeOKAX3P28SS8jMHf7Ukbl0KRz585ISUkx23HMDfmMHz6v5X/7F+6Z+AA9RdWDENqTLi8CwvejKQhBc1tA90PjsWVbsdd7pBCgDoeFkcvlKC4uRmBgIE36+h/6YpC7+bQnvYzAXO1LMyqHvUE+40eX1+4UlFGHQw+2bE/27kVTaasepvuh8diirbRVX5oT6nBYGLlcjsLCQnTu3JkuGP+Di0GucpFVxiAnvYzDXHrpi5oDKJ7eCBlqN/zweQ0MA/eADrYrlB1gy/bUkhcB4fvRFNqqh+l+aDy20MXe75FCgDochNVRxiBPficJrJxVi0He3Nxs6+K1SfRFzSHsFz6v+U65B+3o7YZgIS+2Leh+aB+QL1sPdTgIm2BIDHKCIFqPqtfadfbGpfxrti4SQRAq0P2QaAtQh8PCiEQi+Pr60utQHvhikJNexkF6KSAd9KP0mlwuh2896dQS1J6sT1vXnO6HhkO62CfU4bAwIpEI4eHhti6G3UB6GQfppYB0MAzSyTBIJ+tDmmtDmvBDutgn1D20MHK5HNevX4dcLrd1UewC0ss4SC8FpINhkE6GQTpZH9JcG9KEH9LFPqEOh4WRy+UoKysjYxgI6WUcpJcC0sEwSCfDIJ2sD2muDWnCD+lin1CHgyAIgiAIgiAIi0FzOACul1xSUmL2vJubm1FaWorCwkJIJCR3S5BexiEEvZS+MdfTJlP8KAQd7AHSyTDsXScheNJY7F1zS0Ca8GNvupjbj/aK8M+UFbh58yYAYMCAATYuCUHYLzdv3kSXLl3Mkg9AfiSI1kKeJAjhYC4/2isMy7Jsy7s5Ns3NzUhLS4O/vz+FWSMII5HL5bh58yZiY2PN8rSJ/EgQrYM8SRDCwdx+tFeow0EQBEEQBEEQhMWgRxUEQRAEQRAEQVgM6nAQBEEQBEEQBGExqMNBEARBEARBEITFoA4HQRAEQRAEQRAWgzocBEEQBEEQBEFYDOpwEARBEARBEARhMajDQRAEQRAEQRCExaAOB0EQBEEQBEEQFoM6HARBEARBEARBWAzqcBAEQRAEQRAEYTGow0EQBEEQBEEQhMWgDgdBEARBEARBEBaDOhwEQRAEQRAEQVgMia0LIASam5uRlpYGf39/iETUByMIY5DL5bh58yZiY2MhkbT+kkJ+JIjWQZ4kCOFgbj/aK4KoeW1tLZYtWwYvLy/U1tZiw4YNcHFx0drvs88+Q2ZmJm7fvo0lS5agX79+3La33noLVVVVKCsrw+uvv47Q0FCDj5+WloYBAwaYoyoE0WY5ffo04uPjW50P+ZEgzAN5kiCEg7n8aK8IosOxcOFCTJo0CZMmTcI333yDVatWYdOmTWr7HD16FPv27cNPP/2E6upqDB48GMnJyXB3d8eXX36JmzdvYvPmzcjJycH06dPxzz//GPwkxt/fH4CiMQQEBLSqLnK5HPn5+ejSpQs9CTIA0ss4hKhXSUkJBgwYwPmotZAfrQtp1DL2phF50nEgvQxHqFqZ24/2CsOyLGvLAhQXFyM8PBy3b9+Gq6srysrKEBoaips3b8LT05Pbb/To0Zg+fTrmzp0LABg7diwmTZqEZ555BhEREfj444/x4IMPAgB69+6NzZs3Y+TIkQaVobCwECEhISgoKEBwcLD5K0kQDoy5/UN+JIjWQZ4kCOFA/lFg8zccx48fh4+PD1xdXQEAvr6+cHFxwenTpzFixAgAgEwmw4kTJ7Bs2TLuez179sSJEyfwyCOP4MqVK2pDqJTbdHU4Ghsb0djYyH2urq4GoBin2tzcDAAQiUQQiUSQy+WQy+Xcvsp0mUwG1b6aMr2pqQm5ubkIDQ2FSCSCWCwGwzBcvkrEYjFXN0PSJRIJWJZVS2cYBmKxWKuMutJNrZNmujnrJJPJkJ2dzenlCHWy5HkCgOvXr3N6CaFOmvkbC/nRtm1XLpcjLy8P4eHhYBjGIeqkxFznCTDcd0KoE3lSgSO0X7pHGl4nAMjLy0OXLl3AMIxg6tRaPzoKNu9wFBUVoWPHjmppHh4eKC4u5j7funULDQ0Navt5eHggPT0dRUVFAKC1TfX7mqxbtw5r1qzRSk9PT8eNGzcAKDo+4eHhyMnJQVlZGbdPcHAwgoODcfXqVVRVVXHpYWFh8PPzQ0ZGBm7cuIHy8nIwDIOIiAh4e3sjLS1NrTHGxMTA2dkZKSkpamWIi4uDVCpFeno6lyYWixEfH4+qqipkZmZy6W5ubujbty/Ky8uRnZ3NpXt5eSEyMhLFxcUoLCzk0ltTp/r6ei7dnHWqrKzEtWvXOL0coU6WPE+dO3dGXl4ep5cQ6qS6vymQH23bdlmWRVVVFbp164aamhqHqBNg3vMUGhqKgoICNd8JuU6lpaVoDeRJ4bRfukcaXqeAgACUlZWhoaGB6yQLoU7G3iOb6huR+tGvcPJwRXODFPcsehRiZ/Wf6/W3qnHyre9Rej4HHXsEYtDK6fDq4sdtL03PwW+LPgQAiCRiTN71Ktw6tTeqHObG5kOqNm7ciKSkJCQnJ3Np/v7+2Lx5M2bOnAkAKC8vh6+vLy5duoTIyEgAwIoVK3D+/HmsXbsW8fHxqKurg5ubGwBgxowZ6NChA7Zu3cp7TM2nN0VFRYiKikJOTg73usvUpwKNjY1ITU1F//79IRaL7eKpgC2fdDQ1NSElJYXTy5J1UpaDYRjwNXtd6cZgbN6mlKW2thbt2rVTe4JjzTrJZDK185Gfn49u3bqZ/LqY/GhbP8pkMqSmpiI+Ph5isdiqdVKWXeh+BMzjO0vVSS6Xq52PwsJC8iTs15OqdaJ7pOHpLMuirq5Oy6em5G8M5r5H/p24HSH3RaPL/dG4fiAFt68VIe6FCWr7nNnyM/z7hsHNpz1StvyMprpGjN92dxTQmc0/IXhIFADAyd0VPlFdWlVHc2DzNxyBgYFqvWsAqKmpQWBgIPe5U6dOcHFxUduvuroagYGB3H5VVVVch6O6uhq9e/fWeUwXFxe1KFh37twBoDC3ZsgypSk1URqTL13Z0FTz0hUKzZh0hmF403WV0dh0fXUytIzGpjMMw6uXpeukeTFqKd0YjM3bmHTlRU2pW2vyNwbVPDTPU2vD/JEfbe9H5fm1VZ2E7kdz+s4SdVLqqtSdPKmOPXpSCd0jTUvn22bre2RzvRTS2gZum9hJovXmoq68CnnHzmPQ8mkAgKBBEUjeuBN95z0Mp3aKqQcsyyJkaG907t8dADBk1QzsffIdNNyugWsHD1Tll6L+VjW8uwfArYMnhILNp/EPHz4chYWFkEqlAMANhVINwccwDIYPH46srCwu7dq1axg+fDgCAwMRGRnJu82cZO07jWMrvkTWvtN69xOJRAgODuY1NqEN6WU8zs7Oti6CIDDEk9S+WoY0MgzynX7oHmkZSC/jELJPD83ahB8efoX7y9h2VGufm6nX4eLtDrGLEwDAtYMHxE4SlF/K5/ZhGIbrbACAm68XJG4ucPZUPHTP+e0sCv/MwK4Ja5DywV7Im9XfnNkKm7/hCAgIwOjRo3HixAk89NBDOHToEBYtWgQXFxesXr0aL7zwAgICArB48WLs2LEDs2bNwp07d1BUVIRp0xQ9wEWLFuHgwYMYNmwYsrOz0bFjRwwbNsxsZdwz/U3UFN8CABT+fRFpW/fh/9k787io6v3/v87MsCOgArKDuAEGqIFb2s2t3LJMzG43b7mmVnZvt0VLSkPTrCzr9s1rdX+lXs3QSssstdRSc0FQXMAVhAFkUUH2YZbfHzRHhjlnNs7MnJl5Px+PeSifz5kzn8/rfF5z5nM+n8/78+j3+vNbgTtfDoRpkF7mwTCMqL9QbUV7T579ci8mf/2a3nHUvoxDGhmHfGeY9n7M/e/PmLI9nfNYam/mQXqZjth9ev/GF3Rm70jd9H+CN1TVwKOTt06azNsdjVW3ec9bdf4aek4YCImsdbSq35xxSHxqDIr25+L4+9+AkTC4+5kHBaqF5Yiiy7xu3Tps3boVy5cvR25uLlasWIGmpiZs2bIF165dAwBMnDgRiYmJWLJkCRYtWoQtW7awka0WLFiAlpYWvPnmm1i9ejUyMzMFK9ulXcfZL1ItTTdrsWbgHKSkpOgdr1KpkJeXpzcXk+CG9DIPjUaDxsbGDs85dWS4PFlXehN/SxmPiIgIHV9S+zIOaWQc8h0/XH5sKK/G4be+QkpKCnmyg5BepiN2n8q83OHu48m+2k+n0iJxd9P5W92iAiPjnvoGAAU/ZyNpxhidNKmbDN3vH4B7lz+JC98chlql5nm37bD7CAcABAYG4rPPPtNLLygo0Pl70aJFnO+XSCRYvXq1VcpWuDdHL41hGAS6dYJfuf7x2ogvYm3wYoP0Mh9Xv/Gc37yfMz1R0w2b/4xap4Xal3FII9Nwdd/xkf/1b5zpV388gYbKGjaSpBZqb+ZBepmHo/vUO9AfLfWNOmktjQp4B3JHmCrYl4NeDw6Ch78PZ37o3b3gE9IZzTX18Opi3/UcohjhEDOde4dxpjMMg8eDhtq4NISjMXHiRHz11Vf2LoZT0VRdx5nezcPfxiUhHA3yoxUwsOB2sG8PGxaEcETIk7p0G9ATDZU1ULW0RjhrqGoNlhQYrx9lqvLcNUgkEgQnxxo8p0+3AHh29hW+sGZCHQ4jxKfxrwVxl8iMLpAjHIO8vDw88sgjmD17Nvr16weGYfDFF190+LwLFizA0KHCdkyPHj2KhIQEBAQE4Pnnn9fLX7FiBRulIzk5WS//yJEjeO+99/Ddd9/hxo0bAICDBw9i1qxZeP311/HMM8/oxCoXG548UTekjARDA+NtXBrCGjiSH7UoFAokJyfjwIEDbNqRI0cQHx/P6VVTPLdr1y58+OGH+OGHH1BfX2+VcneUuKn898j+PtG8eYRj4SyeNJRnyJO9e/dm76va17lz5wQvs3egH8IGxaH81BUAQNnxC+gzeSgk7jLk/OdHNPy5luPWlTLID51D1/hI1JXdROW5a7iyu3XfkEs/HIOirrXs1/afRq+JgwWJxNVRRDGlSsz4BAeg+7gUFOzO0stjGAYnPvgWvSbciaglkUgQGxtLESVMRCx6Pfzww/j666+RnJwMjUaD2bNn6+R/9NFHeO6554ye5/vvv0diYiJiYmIAAOPHjxe0nHV1dThy5AgOHTqEo0eP4uGHH8aDDz6I0aNHA2iNn19UVIS9e/cCAKKjdW/4n332GQoKCrBixQo27caNG5gxYwbOnj0Lb29vrF27FosXL8YHH3wgaNmFIuGv9+Hoyq166QzD4KnYkVhW8h2bJpb2JWbEqJEY/dg2TCwX77zzDgoLC9m/6+rqsH//fhw+fBh//PGHjldN8dzSpUvRrVs3LFy40OIy24JeEwZy+hEA/N180Nld98mqGNubmBGLXmL0JBdtfdrek21pn2fIk3/88QemTZuGBx54ADKZDGq1GvPnzze4/UJHGPTiFOSs24Wqc0VQ1Dag/7wJUCmUKNiXg4h7+kLVrMDe59ehubpOJ9LV2P8shEatRsHPJ3H6090ISemN6PuSEDn8LquU01zI8SYw7LW/AlLu3qGqUYHiw3d6uRKJBMHBwXb/cnAUxKBXRUUFLl68CB+f1jmQDMPgzTffZJ8I5ObmYsmSJUbPI5fLsWDBAquW1c3NDenp6ejatSsmTJiA/v3768RR37BhA2JjYzF06FCMHj0avXr1YvMOHDjABmdoy7fffouuXbvC27s1MsaDDz6ITz75RLRPVHtNGAhIuP3oIXNHb88Q9m8xtC+xIzaNxOhHhmHg5ubG+5TwyJEjCA0NRefOndk0mUyGV199FV26dNHzqjHPbdq0CYWFhZg/f74g5bc2wf25p04xDIOR3ZJ00sTW3sSOGPQSoye5aOtTLk9q4coz5MmIiAhkZGRg2LBhGDx4MABgzJgxeucVCs8AXwxZNA1JT41BynMPQeomg8zDDY9kvoagu6LRKTwQj/6wDNMPvafzCuobDUYiwf0fLUDajqUYlv64aDobAHU4TCZ51ljevO9e+BARERHsq1u3bjp/873i4+Oxbds2G9ZCfKhUKpw+fdquC70CAwPRs2dPjB07FkePHgUAhIeHY+jQoWhubsYXX3yB27dvY9GiRfj9999RWlqKGTNmYPXq1Rg+fDh+/fVXAMDmzZshl8vx9ttvY+fOndi/fz9Gjx6NL7/8kv2sTz/9FEuWLMHf//53PPXUU2hoaEBNTQ2WLVuGlJQU7NmzBz169EBiYiJu3rypV1YPDw82Ckd9fT0SExNx3333sflbtmzBa6+9hpCQEGzcuFHnvS+88ALi4+Px3HPPYdy4cfjjjz8AgA0zrSUyMhIKhQIXL14UTGOhiX/sL5zpDMOgn1uEUT+S9+4gBg+2Rax+lMvlnAt36+vrkZmZiZkzZ+qke3p6sj/I2nvVkOcUCgVeeuklREVFYebMmXj44YdF7UUASODxIwA8ENofZWVlnJ4kHxpHDP4Uqyfb3yO1O43X1dVxehLg96shT0ZGRuoc+9133+Hhhx/ukKYuiYbQFBcXawBoiouLeY+pK7+l2XDPC5yvL4f+UxPj000DwOxXXFycDWsqPlpaWjR//PGHpqWlxa7lOHv2rCYqKkrDMIxmxowZmvLycjavoKBA09Yq//rXvzTLli3TaDQazerVqzUTJ05k8wBoCgoKNBqNRtPQ0KCJi4vT/L//9/80Go1Gs3v3bs3jjz/OHjt+/HjNggULNC0tLZpvvvlG07lzZ82OHTs0LS0tmqSkJM26dev0yqlWqzW1tbWaQ4cOaYYPH6559NFHNfX19TrHVFdXa9544w0NwzCaH374QaPRaDT5+fkahmE0ubm5bLk7deqkqaio0Jw6dUojkUg0W7Zs0Wg0Gs2hQ4c0ADRZWVkmaWeKf8yho35cP+gZ8p4ZiMWDbRGjH9euXatRq9V6ZU1PT2fLFx0drdm/f79O/uHDh/W8ashzP/30k6Zr166awsJCjUaj0SxYsEATHR2taWpqMlk/e3hy06hXeO+PSQEx5EMLEYs/xejJ9vdI7f1xyZIlvJ7k86s598Fhw4ZpVCqVydoJ7UdHhUY4TMQnOAARw7nn6zEMgyd7j0Z4eDjCw8MRFBTE/p/vpR0era2ttWU1CB769u2LM2fOYOHChdi4cSP69u2L06dPcx47d+5czJo1C2VlZTh//jzq6rijJnl5eSE4OJj9++OPP8aQIUPYv2fNmoXPP/8cDMMgICAAfn5+mDRpEmQyGRITE1FezhF3+U9iY2MxY8YM/PLLL3jxxRd18vz9/bF06VIsWbIEa9euBQCcO3cOXbp0QWJiIgDg2WefhVqtxrfffovk5GRs2bIFH3/8MebNm4evvvoKMpkMPXqIN8KMT3AAvEP0h8oBwEPqjhE97ub1I3lP/IjRjxUVFXrn/Omnn5CSkqJz3vZwedWQ586dO4eYmBh2/dWiRYtw7do1HDx40LhwdiTx76M50xmGwYI+43U8GBQURD50MMToSa575N69e3k9acivpt4Hz58/j/j4eJoSaAGkmBkM/OcjvHk9vLvhQvZZFBYWYufOnSgsLIRcLud9hYaG2rDkhCFUKhUKCwvh5+eHDz74ANnZ2fD09MT06dM5j4+IiMD69evxyy+/YPDgwQbjo7ed833p0iW0tLSwf8fGxqK5uRlVVVV6c8O1C9P4CAkJwYwZM/Duu+/y/hB55plnUFxcDABQKpU6Q/JeXl7o1asXG6Xq0Ucfxe+//45169ahvLwc48ePR0BAAO/ni4GkGfdzpjMMgwV3PQi5XM7pR/KeuHEkP7733nuYOXMmAgMDERgYiOLiYjz00EM6+0LxeZXPc+29GhkZiYCAANarYqXHWP2NcLV4yzzxx9afdTxJPnQcHMmTH330EWbNmsXpSWN+NeU+uGPHDppOZSHU4TADn+AABCbG8OafeP9bSKVSxMXF6SzkJfgRg14tLS06u9MnJiZi1apVuHz5Mufx8+bNQ0xMDJ544gmjkWvaEhUVhfz8fPZvjUaDLl26ICgoyKzyenp6sv9PSUlBeHg453ESiQQDBgwAACQlJaG6uhpVVVVsvkwm04uycfbsWfz4449YuXKlWWWyB70mDAQj4/4Ka6y6jcrzRaJoX2JHbBqJ1Y8ymX5Qx82bN+PUqVPsKywsDJ999hnmzZundyyfV9t7LikpCZcvX9b5kcblVbHhExyA3lPu4c0/tOx/AO60N8I0xOBPsXqSi//973/Iycnh9KSpfjV0H/z1118xatQok8tD3IE6HGaS8txDvHnFv59FQ2UNAgICRBHz2BHQDpXaW6+PPvpIZ8FYSUkJxo0bBwBwd3cHANy6dQsXLlxATk4OKisr0dDQgMOHD6OxsREFBQUAWqNIaY8DWr8wtT8c5s2bh+3bt6OmpnUjn+PHj2Pu3LmQSCRQq9V6T4G4ngo1Nzfj9OnTrF4//vgjG9+/qqoKmzZtgkqlgkajwfvvv89GpIqLi8O4cePYBZrV1dVQKpWYMGECe+7q6mrMmjULGzZsQEJCQkfktBlJMx/gzTv5752iaV9iRowaidGP2tj7bQkKCtJZDC2VShEUFAQ/Pz80NTXh5MmT7LFtvaqFy3NjxoxBTEwMfv75ZwCtT32TkpKQlKQb7UmMDPrnI5B6u3PmKRuacfz9b9n2RpiGWPwpRk9yeTQ0NBSRkZGcnjTkVy2G7oOlpaUIDAw0qxNF3IH24TCToIQo+IZ1RV0p9/D2yU++h9f4OPTv35/ziVh7tNE72tKpUydkZGQgLS1NkDKLGaVSiZycHJP1shbFxcXo27cvJk6cCHd3dyiVSnz66acAgNDQUIwZMwYjRozA9u3bsXDhQrz44os4fPgwpk+fjm+++Qbnzp1D9+7dMX36dDz66KPYtGkTjh8/jnPnzmH37t2YMGECHnnkEVy6dAlTpkzBkCFDoFKpsGzZMjaixvXr17Fr1y7ExMTg5MmTKCgoQGFhIRuvHADy8/Mxbtw49OrVC0OHDsXAgQPZTkNtbS3eeOMNrFixAsOHD8fzzz+P7t27s+/dsGEDnn/+eTQ2NqK4uBibN2+GVCrF9evXsW/fPpw8eRLr1q1D//79bap9R+gxNgWn1+/mzKvMLcDt0ipcKCngbF9tvedKnmuPWDzYFjH68fLly3jqqad0PGWICxcuYPz48ejZs6eeVw15TiqVYseOHXj11Vdx8eJFXL16FZs2bRJeZCsx/I0ncOCV/3LmXdh+CHHThuNCSQGb1v4e6Mpe5EIs/hSjJ9vfIzV/Rqny9vY2u4Nmyn1w586deOgh/ofOhGEYjaHJdS6CXC5HZGQkiouL9X78c1F5vgg/zV3Lmx+zZAKGjL7X4JdDfHy8ztBhe+Li4pCXl2e0LI6OUqlEVlYWUlJSRPNjR8xo/gyH6+PjY/cnXlrM9Y/Q59s9/yNUnSnkzEuc/QCa4vx02hef91zFc+0hDxpHjL4zhL09uXXi61BUc+/jo/XkjBkzeO+BrupFLsifpiNWnwrtR0eFplRZQFBCFPyi+OcUVu06Y/QcGRkZiIuLo+hVBNFBDE1zzPtKf0F9e++R5whCWEauns2bd+m71v1/li5dqncPJC8ShPNCHQ4LGbrkcd68upwiNFRUG3x/Wloa8vLyKHoVQXQQ7TRHLpR1Tag9V6KT1t575DmCEJaghCh4dwvgzGuquo3GohuYMmWK3j2QvEgQzgt1OCzE2ChH6VH+6VLEHaRSKZKSkkQTIccR8PLysncRRMewpU/w5kkuVVP7MgB50DTId+bR928jefM8ihuovZkI+dM8yKfihTocHcDQKMe5zfttWBLHRhvhgjAN2nBIn6CEKHgG+nHmVZ4q4Ewn7kAeNA75zjwih/GH8VVUN9iwJI4P+dN0yKfiha5MBzA0ytFwvRo56380+VyZmZmIj49HWVmZUMVzCFQqFbKysnQ2uiIMU1/PvRjT1Ym+L5kzvaWuEUW/G19XpY2WEx8fz4YPdgXIg6ZBvhOOG7duGmxvWi+6oh/bQ/40D/KpeKEORwcxNMpxdsMvqDeylkPL66+/jvz8fHbnzE6dOglRPIJwGbrfP4A37+rPWbx5Wq+p1WqUlJQgPz8f6enpgpePIFwJ+aFzvHmyTp6c6e29SH4kCOeBOhwdJCghCl3jI3nzDX3ptkUblUMikSAuLg4ZGRmClI8gXAVD06pqi2/yvq9t1CqKkkMQwnDjgpw3z69/FGc6RZAjCOeFOhwC8JcVT/Hmnf/6N7POFRoairy8PNr0iOBEpVLh7NmzNLzOQ9jAOM70mqtlvKONbaNWUZQcggvynfm0NCg40726BcArijuqHEWQIzoC+VTcUIdDAHyCA9AtpSdnXp28CpXni2xcIsdBKpUiJSWFInCYCOllmK5x/JsqmTra6GpQmzIOaSQcQXfFkJZmQG3PdEgrcUMdDoHoP3cCb17hvmwblsTxUCi4n4QR3JBe/BiKjHPjIv8UD1eH2pRxSCPhIC3Ng/QyHdJKvFCHQyBaNx/rwpknP5Jn8nnKyspcKiqHSqVCbm4uDYGaCOllGJ/gAHTmGeVoaTT9RtQ2Sk7blzN6k9qUcUgj4dCo1WZr6Up+bA+1PdMhrcQNdTgEJP6x+zjTTZlW1TY6B0XlIAjL6Rwbxpku8/Iw+l6uKDltX+RNgjANmRf33hF86VyQHwnCeaAOh4AYms5xysieHNroHBSVgyA6hoe/N3e6n/EdaNtHyWn7Im8ShOnw+tDfx+RzkB8JwnmgDoeA+AQHoNuAHpx517MuGdyTQxudwxWjctACL/MgvQyjuM29izFfelvaR8lp+3Jmb1KbMg5pZB58fqs6W2iylq7qx/ZQ2zMd0kq8UIdDYPrPm8ibR1Fy9JHJZEhNTYVMJrN3URwC0ss4Gg1POhjbFsRBoDZlHNLIfPimMFaduYaE6F6kpYlQ2zMd0krciKLDUV9fjwULFmDx4sVYuHAhmpub9Y4pLy/H+PHj0alTJwwfPhwXLlzQyT98+DAYhgHDMHB3d8f169dtVXwdAuMj4R3BvXg8f/shG5dG/Gg0GlRXV0PD9yuR0IH0Mk5HplS5ItSmjEMamU/3+wfw5l3ce4K0NBFqe6ZDWokbUXQ45s+fjzFjxmDlypVISUnB4sWL9Y5ZtWoV5syZg3379kGpVGLKlCk6+ZmZmdi7dy/27t2LQ4cOISQkxFbF10GlUsE7NZoz7/a1CpP35OCLymHs5WhRO1QqFfLz8ymqhImQXsbpyJQqUzDHm47gR2pTxiGNzCcoIQq+4dwb/F3LEk5Lc++VjuDJtlDbMx3SStzYfdyptLQUmZmZWL9+PQBg3LhxmDdvHpYtW8ZGqNBoNHjooYdw3333AQD++9//IiEhAZWVlQgKCsKFCxdw/fp1JCUlITg42OhnNjc364yiaBedKZVKKJVKAIBEIoFEIoFarYZarWaP1aarVCqdXnTbdN+EUFR9m8P52cWHz6Jz7zB2nmF7Y7SPymEJ6enpSEtL4y27JXVqmy6VSsEwDKtV23SuOvGly2QyaDQaaDQaNo9hGEilUr0y8qWLtU5t04WsEwC989u7Tu3Pby5C+1Gt5r7ZqNVqaDQaizWx1Jti92Pb81mz7TqyH7m0EXOdxOLJoKQY1JXc0Du/BnfKb6kuHblXit2TWugeaV6dtP9v/5n2rpO5fmxpbEb2xz/AzdcTyiYF7l7wIKTu+j/X667fxHfTVkKjaq33+M//ia59WsPCX9p5FDXXKqCobUDc1OHo0ivcrDJYA7t3OA4cOIDAwEB4enoCAIKCguDh4YHjx49j1KhRAFovnLazAQDh4eHw9fVFQEAAAGDTpk3YsWMHMjMz8Y9//AOrVq2Cm5sb72euXLkSy5Yt00vPzc1lp2IFBQWhR48eKCgoQGVlJXuM9inJxYsXUVNTw6bHxsYiODgY58+fRx0U8OobisZzZXqfcWlvFhSJXZCUlAR3d3dkZWXp5C9duhRvvPEGbt68yaYxDAM3NzdoNBq0tLTopWsb9I0bN6BWq3Hr1i0ArZ05ufzOZmeW1uns2bNobGxk0+Pi4hAQEICcnBwdg/HVKSUlBQqFArm5uWyaVCpFamoqbt++jerqamRnZ4NhGHh5eSE5ORlVVVW4evUqe7y/vz/i4+Mdok41NTXIz89n04WsU0hICOrr61m9xFCntsdbgtB+rNY0cX5OtboRNTU1Fmsyffp0rF+/Ho2NjU7lR41Gw36ONduuI/sxOjoajY2NOr4Tc50qKirQEYTyJJ8Xm2/f+Q6zVBetHxsaGugeCdfzJFedtIEELl++rBO9zN51Mvceefzd7Yi8NxFRf0nEld1ZyPnPLqQ895DecZe/P4YRb8+CRCqBRCZlOxtlWRch/+M8RqyciZaGJux++iOMW78QbiaEhrcmjMbOk93eeecdbNq0CadPn2bTIiMj8dZbb2H69Omc79m7dy9++OEHrF27lk1TKBTYtm0bnn32WcyaNQvvvPMO72e2f3pTUlKChIQEFBQUICKi9YJZ+lRAoVDg3Llz6FShwh8ZWzg///5PnkHwXd0BCPtUICYmBiUlJQgPD4dcLneIJx1KpRJnzpxB3759IZFI6OmNkTppNBrk5uayeomhTkVFRejevTuKi4tZ/5iD0H48u/FXnPn8Z73PSZr9AJKeHGOz6+woflSr1Th37hySkpLY8/PVyVi6WOqkRSg/ajQanDlzBgkJCUZ9J4Y6yeVyUXjywrdHcPKD7zg/48Gti+DbrbNNdXEUT7atE90jTa+TRqPB+fPnER8fz/pUDHUy5x7ZUFWD7x59C9N2L4fUww1Nt+rwTdpyTP1+Kdy8Pdnjmm834NCb/8PgF9PgE9JZ5xy/vLAe0SOT0XPiIADAry99hsh770KvBwcb/GxrY/cRDoZh2NENLQqFwuAIxaZNm7BmzRqdNHd3dzz++OMICQnBxIkTsWrVKt7waB4eHvDwuNPTu337NoDWRtM+uoG2obaH79zu7u7o37+/wRC4ZccvoltiLPuZXHClMwzDmc5XRnPT+erEl25O2fnSZTIZ+vfvb3IZHaFO1r5OXHoB9qtTRyOCCO3HFgNrOLRPpx3hOtuy7bZtU85SJy1CXad+/fpxfqYY6yQWT3p37sT7GdX5JQgID2L/FtO1FlP7pXukeenJycmc5QDsf49UNiqgqL8z6id1k+lNlSrPvgKPAB9IPVp/A3t29oXUTYaq80UITenNHld0IBcVp6/im7Tl6H7/AAx6MQ1u3h5Qq9QoP3UFCY/fxx7bKTII5aeu2r3DYfdF42FhYTrDeQBQV1eHsDDu3YK/+uorzJkzB127ci9GGzlyJKKjo1FVVSV4WU1BrVajoqICXoF+iLiXeyNAiZvd+3miQatX26cUBD+kl3EYGfdNhS/d1aE2ZRzSyDKCEmN4824XV/LmEXegtmc6Ytdqz/Q12PrAa+zr7MZf9I5pqKqBRyfdSIsyb3c0Vt3WSes1aTCm/bQCI9+ZjYrTBTjy1lcAWh+sqRRKePjdOYeblzsaq3R/Z9sDu//yHTFiBObOnQuFQgF3d3eUlpYCAAYOHKh37LFjxyCVSjFs2DCD54yKijJp8bg1UKvVuHr1Krp06YLAPpGQ/6a/9wYD685i00bt6CidOnVCRkYG0tLSBCgVN2314nqCQehCehlHo+ReNM6Xbm3M9aMtfNcWalPGIY0swyc4AN3u7onyk5f18pqq7bdDuDmetLUf20Ntz3TErtX9G1/QeZgu5Xn4LHHXneGjblFxPjCTSCUIHxKPUe/PxQ9/fxcNVTWQ/HmctM051C0qSHhGd2yJ3TscoaGhGDt2LA4ePIgxY8Zgz549WLBgATw8PPDqq6/iueeeQ2hoKM6cOYOdO3dizpw5KCwsRHl5OS5cuIC///3v+Pzzz5GWlgZ/f39s27YNs2fPZqdO2JOm6nqz0juKEBGu2qON5kEQjoJHgA9Puq9NyyFEFB2CcHRCBnB3OOrLq21elo5GmiOIjiDzcoe7j6fBY7wD/dFS36iT1tKogHegH+97/KOCEXJ3L9SXVyMwIQoSdxkUdXembrU0NMPLwPtthd07HACwbt06LFq0CMeOHcPNmzexatUqNDU1YcuWLZg0aRIaGhowatQoVFZW4q233mLfd/ToUajVamzatAlLlizB6NGjkZaWhoce0l/Nbw9s/cMnIyMD6enpOtEZLKWsrAxqtVqQcxGELWk/HK2l5NA5JP19tM3KYYkfyXeEs+EXEcSZLv/9HOorquETHGCzspjrSfIjYWu6DeiJhncyoWpRQuomQ8OfU6EC46MMvk/m5Q7/6GAwDIOQ/j1RK69E0F2te8LVllQh9oG7rV52Y4iiwxEYGIjPPvtML72goID9v6Ewf/v377dKuSyBYRj4+/uDYRjeHz4enayz43FaWppgT2EiIiIEGyUxRFu9COOQXsbx8Ofu6FedL0Ll+SIEJRj+4hYKS/xoK9+1hdqUcUgjyzG0jkN+6Bz6PHKPzcpirift4cf2UNszHWfQyjvQD2GD4lB+6grCUvug7PgF9Jk8FBJ3GXL+8yP6TBkG70A/FOzJRrcBPeEd6IeKMwUITuoOd9/W35Z9HrkHBfuyETs2BYr6JjRU1iB6BP9ielshig6HMyGVShEfH2/vYjgMpJd5kF7GMfQDp+SP8zbrcDgK1KaMQxpZjqF1HLfltHDcGNT2TMdZtBr04hTkrNuFqnNFUNQ2oP+8CVAplCjYl4OIe/rCO9APJcfycfyDbxGa0gthg+IQ/+i97Psj7klA9dUy5KzfDcXtBgxf+gQb9cqeUIdDYNRqNUpLS3mjbBG6tNVLjIu8xAbpZRyf4ABE3NuXM2ADRYjTh9qUcUijjsG3jqPu+i07lMaxoLZnOs6ilWeAL4YsmqaX/kjma+z/h6U/bvAcd00fJXi5OorjXhGRot10Saxh2cxFG82D7xUfH49t27ZZfH5n08vakF6mEZbShzP9dmG5jUtiGYZ811HPtYfalHFIo47Bu47jt7MG96wSC1x+FNqHfFDbMx3SStzQ4z6CE3OieVAED0Js8K3jKNiTjf7zJth0oao5mOo78hzhSBia5lh5phA+o/rZrCzmYMyP5EOCMB0a4SA4ycjIQFxcHMLDw3lf2iFLiuBBiA1jP3DEijHfkecIR8QnOAAx9+vvlg0AzbetEyZeCPj8SD4kCPOhEQ6BkUgkCAoKcuj5g4Bp0TyEiODhLHrZCtLLNLQ/cAr35OjlifkHjjHfWSNqDrUp45BGHSf4ru6cfhQzfH60ZfQqanumQ1qJG7oqAiORSNCjRw9q8CZCepkH6WU6wXd150wX8wiHPaA2ZRzSyHqQHw1Dbc90SCtxQ1dFYNRqNa5cuUKLlkyE9DIP0st0DK3jcISFqraC2pRxSKOOQ360DGp7pkNaiRvqcAiMWq1GZWUlNXgTIb3Mg/QyHUddx2EKZWVlgkXJoTZlHNKo4ziLHzMzM226GSC1PdMhrcQNdTgIgnBKfIIDED26H2ee/LD+Hh2OQNuoOfn5+UhPT7dziQjCNAwtHHckP77++uvs/7V+JAjCONThsAOO9DSHIByZ8KEJnOmOOo1DGzWHouQQjkjkPXdxpjuSH9t6LiMjw44lIQjHgjocAiORSBAREQGJREJzVk2grV6EcUgv8+iWxL1wHADOfLHXhiURhrS0NOTl5SE0NFSwc1KbMg5pJAzOMq0KAMLDw22yBwe1PdMhrcQNXRWBadvgnenL1VrQF4R5kF7m4RvSBT0fGsyZd2nnUer4g9qUKZBGwuAs06psCbU90yGtxA1dFYFRqVTIy8uDSqVy2M2ObElbvQjjkF7moVKp4D2Uf5SDOv7UpkyBNBKO8CHxnOkFe3PoAQAH1PZMh7QSN9ThEBiNRoOamhpoNBoA/HNWb10utWWxBCMzMxPx8fGIiIhAWVlZh8/XXi/CMKSXeWg0GjRKlejx4EDO/OvZl2xcIvFBbco4pJFwBPaN5s7QaFArr7JtYRwAanumQ1qJG+pwWBm+aVWXdjjmdI7XX38d+fn5KCkpYUPPUaQOQuzcNX0UZ7qj+pAgHBXv4AAEjIzjzCvLumjj0hAEYSuow2FlfIIDeOeQO+KiVW2EDolEgvDwcMTFxVGkDkL0eBvwYfYnP9i4NATh2vj07saZfnbDL/QAgCCcFOpwCIxEIkFsbKzOoqXQAb04j3XkRauhoaGQy+XIy8vrUKQOLr0Ifkgv82irF58PC/fm4Nzm/TYumXigNmUc0kg4JBIJeg7gDlcNOOaDOGtCbc90SCtxQ1dFYCQSCYKDg3UavKFoVfmZv9ugVOKFSy+CH9LLPNrqZciH2Z/sctjOf0ehNmUc0kg4JBIJohJ6UvQ4E6G2ZzqklbihqyIwKpUKp0+f1omS4BMcgP4LJnIef37LAZf+cuXSi+CH9DKPtnoZ8qErL1ilNmUc0kg4tFre9cRI3mNc/UFcW6jtmQ5pJW6owyEwGo0GjY2NelES7np8BG+IXEccQi4pKcG2bds6fB4+vQhuSC/zaK/XXY+PQJ8p93Ae64gLVsvKyhAREYH4+HiL/UhtyjikkXBotfQK8ud/EPeV+B/Eab2nfXXEg4agtmc6pJW4oQ6HDeELketIQ8htI1Klp6fbsSQEYRlRf0niTHekBataH6rVapSUlCA/P5/8SDgcvA/iNOLdI6e997Qv8iBBGIY6HDbE0BzyM186xihH24hU2ohVBOFIdIoIBBjuPEfyYVxcHMLDw9n5yuRHwhHhexAn1j1y2npP+yIPEoRxqMMhMFKpFHFxcZBKpXp5huaQX9px1CEi5aSlpSE8PFyw8xnSi9CH9DIPLr18ggPQf77j+zAvLw9yuRyhoaEdOhe1KeOQRsLRXktH26uqrfe0r4560BDU9kyHtBI3Fnc4Tp48ic8//xxvvfUW3n77bWzevBlXrlwRsmwOCcMwCAgIAMNwP0K96/ER6MW3H8D//SDKL1hrYkwvQhfSyzz49CIf3oHalHFII+For6Wz7VUlNNT2TIe0EjdmdTjq6+vx1ltvISQkBKmpqZgzZw6WLFmCxYsX44knnkDv3r2RkpKCb775xlrlFT1KpRInTpyAUqnkPSbxyTG8ea4WncMUvYg7kF7mYUgvQz4U6/xxa0BtyjikkXBwaemMe1UJBbU90yGtxI3JHY7c3FyMGDECZWVl+Pjjj5Gbm4ubN2+iubkZCoUCN27cQFZWFp577jls3boVjz76KBoaGkw6d319PRYsWIDFixdj4cKFaG5u5jzu2rVrcHNzA8MwYBgG2dnZbN6nn36Kf/3rX5g5cyZOnTplarWsgrGQbAbD5DpAdA4tQkTIAYzrRehCepkHn16GnqyKdf64IToSNYfalHFII+For6Wz7FXV3oNcL0vul9T2TIe0Ei8yUw7Ky8vD+vXr8eOPPyIwMJDzmM6dO6Nz587o378/nnzySVy9ehWvv/46Vq1aBZnM8MfMnz8fkydPxuTJk7FhwwYsXrwYa9as0Tvus88+w/fffw+ZTAY3NzcMGDAAAPDLL79g165d+O6771BbW4shQ4bg2LFj8PHxMaV6duGux0fg1uUSFO7J0c34MzqHz6h+dimXKbSP0gG0RqzqyI7jBGEPkp4cg8s7juqlX9p5FIlPjoFPcIDtC2UmXH7UQr4kHAHtQ7ic//tBLy9v60HETR0uai8a8iAX5EvCEC2Nzcj++Ae4+XpC2aTA3QsehNRd93f01T0ncfjNzTppUfcl4S/LnwQA1F2/ie+mrYRGpQYAjP/8n+jaJ8I2FeDBpBGOQ4cO4d///jdvZ4OL2NhYvPHGG/jpp58MHldaWorMzEyMGzcOADBu3DisW7dOL9rDrVu3cPLkSSQkJGD06NH4y1/+wua98847mDRpEoBW40dHR2PLli0ml9VeOFp0Di0UIYdwFnyCAxD/1/v0MzSOGbGKouYQjgrfuiqNWvybcnJ5kOtFviRM4fi72xGa2hsD5k1A1z6RyPnPLr1jbuTLcd+qmRi7biHGrluIPmnDEDmsL5t/+ftjGPH2LIx+/2nc/9ECu3c2ABNHOObMmWPyCbOyspCSkgKg9cf/xIk8O/v+yYEDBxAYGAhPT08AQFBQEDw8PHD8+HGMGjWKPW7btm347bffEB0djb/97W9Yt24dfH19oVKpcPDgQbz00kvssb1798bBgwcxe/Zszs9sbm7WmbalNb9SqWTn/kkkEkgkEqjVaqjVavZYbbpKpdLZXEabDgB9+/aFRqOBUqmEVCoFwzB6cwqlUikC74rmLN+lnUeR8LcR8G7zREcmk0Gj0egMFzIMA6lUqldGvnRL69Q+fcqUKUhLS4NSqURMTAz7REd7TPshTW3EiPbpMpkMEolERy971cnQdTK3Tta8TlKpVEcvMdSpo/Nl7e3H3pOHIG/LAb1yXdpxFL5hXdH38RE2v86W+lFLW18au/4ajQZ9+/aFVCoVTZ3E5kepVIq77rrLJN+JoU6O6snuY+/GJY4Rx5Lj+QhMigFgv+9eQ3WaPHkyHn74YTad71rz+ZLukcLUiWEYJCUl6elr7zqZ48eGqhpc238ag1+eCgAIHxyHY+9uQ/KsB+Dm7ckel/DYX3RG/c58uRfJMx8AADTfbsCNC3L0enAwfEI6m/zZ1sakDkd71Go1vv32W1y8eBEtLS1sukqlws6dO5GTk2Pg3bqUlJSgS5cuOmm+vr4oLS3VSZszZw5mzpyJPXv2YN68eZgxYwYyMzNx8+ZNNDU16ZzD19cXubm5vJ+5cuVKLFu2TC89NzcX169fB9Da8enRowcKCgpQWVnJHqOdh3nx4kXU1NSw6bGxsQgODsa5c+fQ0NDARkmIi4tDQEAAcnJydBpjUlISPLt2QsBfeqP6YLsdjjXA/jVfoVtaa8dNKpUiNTUVNTU1yM/PZw/z8vJCcnIyqqqqcPXqVTbd398f8fHxKC0thVwuZ9MtrdPZs2fR2NjIpretk0KhAAAoFAo0NjbC3d0dWVlZOtVJSUmBQqHQuSbt66TVSwx1an+dLK2TNa5TeHg4ioqKdJ6Q2btOhrxmCmLwY6+0e3Bp22G9MuSs+xEhw+JxuewamyZmP2rrpPUlAJOus0QiEX2dAPv5MTY2FmVlZbhx44ZD1KmiogIdwV6erL1Qxlme85v2oyHGG24B3nb77hXiWmt/7CoUCp3rTfdIYeoUHh6O0NBQXLp0SVR10h6vbFRAUd90571uMr2pUuXZV+AR4AOphxsAwLOzL6RuMlSdL0JoSm/2uLadDUVd6+7qHn7eAICiA7moOH0V36QtR/f7B2DQi2lw8/aAuTRV1+HW5VI03awDI2XgHRyALr3CIfN0N/tcAMBoLNgDfurUqdi+fTtCQkLg4XGnEhqNBqWlpTo3O2O8++67yMzMxLFjx9i0bt26Ye3atXjsscc433PhwgUkJiaisLAQ7u7uCAoKwvnz5xEfHw8AeOWVV3D69Gne6Vztn96UlJQgISEBBQUFiIhoHXay9KlAc3MzsrOzMWDAAEilUqM96NqyG9jx6ErOcvabNx7xj7VOHRPTE9W2ddI+sQkPD0dxcTEA854KtLS0ICsri9VLDHUypez2esqmVqtx4sQJVi8x1KmoqAjdu3dHcXEx6x9zEIMfm27U4tspyznLN/rDeQhK6m6WJvZuu219WVhYqFP29tdZpVIhOzsbqampkEqloq0TV9mNpQt1nczxnRjqJJfLHdKTDRXV2DFtJcDxqyRu2r3oP3+CKEc4TL3WfL6ke6QwdVKr1cjOzkb//v119uKwd52098j/DHoGXrI7v5mTZtyP5FkP6Jzr3Ob9KPj5JCZ++SKbtv2RN9F/7njEjk0BFwV7sqGobUCfKcPuaKFSo+z4BRx7dzu6xkeyazuModFoULgvB3lf/46bF+XQqHXNKHWXIXxIPO56YiS6xkWadE4tFo1w/Pjjj/j1119x33336eWtXbvWrHOFhYXp9EQBoK6uDmFhYbzv6dOnD0aNGoXi4mIMHDgQHh4eOueora01+H4PDw+djtLt27cBtDaa9gvc2w4Dt4VvY5m2Xwhtz8W3cN4vLBDxf72Pc0rHqXU/Ivb+u9meLMMwnOfhK6O56YbqxEXbspSVlSEykrvxderUCRkZGZyL5LQRx9rrJYY6WZpuzeukVqs59QLsVydjQSGMIQY/+nbrjL5/H4VzG37RO4fM08Pm19lYnbjgKktZWRliYmJ00rj8qH166gh1MjddiDpZ4jt71slRPekXFoj+87kXj1/I/B0J0+5MI3FUTwLcvmyP1qcPP/ww3SNNTNd2HLh8qk3vaNn50k25R96/8QWd36ZSN+7zS9zddP5Wt6jAyPg3Myw+fA4pz07SPYdUgvAh8Rj1/lz88Pd30VBVA+9Af95zAEBDZQ0OLfsfZN4eiBmZjKSnxsA72L91RINhoGxoQl3ZLdy6Uorja75B4F0xSHn2QTAc14YLi76VRowYgdjYWM68J554wuxzzZ07FwqFAu7u7uxUqoEDBxp8n4+PD+Li4sAwDEaMGIFLly5h8ODWBWeXL1/G9OnTzSqHPYmfOpyzwwG0hgS8+5kHbVsgMzA1OgdF5SDETlhKb84Ox5VdxxCUEGWHElmOMV+SHwmxctfjI1BXUqW3lkO7eFzM0aqMYUk0q7ZrQwjHRublDncfT4PHeAf6o6W+USetpVEB70A/zuNVLUo0V9fDO4i7M+EfFYyQu3uhvrzaYIejoaoG2et2YdCLU+Af0433uC69IxD1l0Qkz3wA5aeuIGfdjxjAs81Deyzaafzzzz/njQK1fv16s84VGhqKsWPH4uDBgwCAPXv2YMGCBfDw8MCrr76KsrLWOZ2bN29m/3/kyBEMHz4c/v6t4j3zzDPs9Knbt2+jpKQEU6dOtaRqdsHQvhx5Ww+Kel8OY9E5tE8fKCoHIXY6RQQCHBvUXtpxFOc277d9gToAny/Jj4Qj0GPCIM70sqyLnOmOAkWzIozRbUBPNFTWQNXSOlrTUNU6eycwnvuh1/WsSwhJ4d44U4vMyx3+0cEGjyncdwpDF08z2NnQK2u/Hoifdi+KD5016XiL1nDs2LEDzz77rN7Cbi3mbrxSVVWFRYsWISYmBjdv3sSqVaugUqmQkJCALVu2YPDgwZg+fTp+/PFHjB49GmPHjsWMGTN0zrFq1SrU1dXh5s2bmDdvHhupwBTkcjkiIyMtnu/aFu08Pu2wsTkcfSeTM0LHmA/nI2RAzw6Vy15ERESwc1bbLvrS0hG9XBEx6iWkf4Q+n7l6ZX38Pe9o4yPfpDv001WA249ibFNiw9E0cnRPXs++jL0LP+HMcwYfGqOtT4uLix2q7dkTsfrUXP8cXPIlej00GGGpfXDlx+OoLijHgAUTcWr9bvSZMkxntOPo6kzET7sX/tF3OgoFe7LRbUBPeAf6oeJMAW7kFSP+0XsNfqZGo7FYM1Pfa9GUqrlz5yIxMRGvvfYavLy82HSVSoX//e9/Zp8vMDAQn332mV56QUEB+/+NGzcaPMeiRYvM/lxroVAodHQxlR4TBnF2OKQWRgRwFCzVy1UhvczDHL0ceXpjR6A2ZRzSSDiMacmONnI8DnVmH/JBbc90nEGrQS9OQc66Xag6VwRFbQP6z5sAlUKJgn05iLinL9vh0Gg0uC2v0ulsAEDJsXwc/+BbhKb0QtigOKOdDQB6HYYL37RGbezcMwzBSd1x+vOfkJf5O/wigzDs9b/BLzKI9718WNTh8Pf3x9atW9G1a1e9PO0eHK6KSqVCbm4uUlJSzF64p2riju5VtP+0w80hN5WO6OWKkF7mYa5ejr7jsSVQmzIOaSQcpmjpExzAu3j8/FcHnNKHfFDbMx1n0cozwBdDFk3TS38k8zWdvxmGwf0fztc7blj64x0uQ85/fsQ96Y8jKDEGRQfPIPeLfYh94G5E/SURZzf+gqGvckeRNYRFV+Ttt9/G0aNHMWHCBL28+vp6S05JgP+pjjN8wZaVlfEOJcpkMrz99tuYNk3fYARha5x50aqW9n7UBu0ADEeVIwhbwedDaFxnlEMbzaqtP7WQTwlr0mNcKiKHtW44eeqzn9C5RyiGvjoNjESCG/nFFp3Tog7H2bNncfz4cZw8eVInXaVS4YcfftBLJ0zDJzgA8Y9xhMh14C9YU6NyLF26lDochGhw1umNFFWOcCQSnxzD6UNnHW3UQj4l7I6kdZpU3tbfUFNYjtFr5rLhb8tOXES/OePMPqVFHY5Dhw7h4MGDOHXqlM6wlUqlYiNJuTJ8sZ5NgW8OuaN+wWZkZCA9PZ032kZZWRnUajVF4zCDjrQvV8QSvZx1eiOfH1taWuDm5kZ+NAD5TjhM1dInOIBznypnGm3kor1Ptf7UQj7lh3wqDCH9e+CbtOWoL69G/KPDEZraG+WnruDMhn22HeF45plnsGLFCs71Gp98wh1ZwlWQyWRITU21+P3O9gWblpZm8AmMNhoHYRodbV+uhqV68U1vdNSOvxbyo2WQ74TDXC2jRyRzPoRz9NFGQ5BPLYN8KhyRw+9C+JB4tDQ0w8PPGwAQEBuKe5ZYvj7Eon04EhIScPfdd3Pm9ejRw+LCOAMajQbV1dWwINowS/SIZM50Z/6CJUxDiPblSliql3Z6o975/uz4OxPUpoxDGgmHuVoaGm10BajtmQ5pZTnXOPwkkUnZzgYAePh5w6tLJ3h16cSmqRRKk/fHsajDsW3bNs4wWDdu3MCrr75qySmdBpVKhfz8fLP3ItE5h4t/wRL8CNG+XImO6OUqHX9qU8YhjYTDXC35NuQ8/9UBUW+KKxTU9kyHtLIcr65+yMv83az31FdU49T6HxGcFGvS8RZ1ON555x1cvKjbozl69CgGDBiAnJwcS05JtMEVv2C1UXP4XvHx8di2bZu9i0m4EK7c8efzI/mQsDV8o43aYCquDJdPyaOEJQQndYdfZBB+mvchzm85gJsX5VA2t+gd13jjNkpPXMCJD3fg+Hvbcdf0UZC6m7Y6w6I1HK+88gqWLFmC5cuXo3fv3nj77bfx+uuv47777sOcOXMsOSXRBmeMVsWHqdE4AIrIQdgWZw5TzYcpfiQfEraGL5iKM3vREMZ8Sh4lLCF8cBw69wzFqfW7kbP+R2jUGrh5eUDm5Q5ViwrKhiaolSp4BwfgridGIuXZB9nIVaZgUYfj5ZdfRn19PZ588knU1NTgt99+w4oVK/Diiy/i+vXrlpzSaWAYBl5eXhZvEa/FVb5gly1bhkWLFkGh4H6aDFBEjrYI1b5chY7o5Sod/7YaGYoq58o+JN8JhyVa8gVTcTYvcsGlF59PXdmjAPlUCLwD/TH01cdw97OTUHosH9VXr6O5ph5SDzd4B/kjOCkWgQmRZnU0tDAaE1bXFBUVcabX1NTg6aefxosvvoiUlBSoVCr8+9//xnvvvWd2QeyJXC5HZGQkiouLeTenswdZH3/P2elI+Ot9Tv0F2x5tRI7w8HDI5XJ7F4doh9D+EZMf6yuq8c0jGfoZDPDI9nSn6fibAvnQcXBGT/J5kZEwmLxtiUt5kQ/yqDgRg3/EgEldlGHDhqF79+56r379+uHo0aOYOnUqunfvjh49euCDDz6wcpHFjVqtRkVFBdRqdYfPFT91OGd63taDTrOWQ0i9XAHSyzw6qpf2yaoeTjR/nNqUcUgj4bBUSz4vOmPkuLZQ2zMd0krcmDSlatasWQgNDUWvXr0gMTCMolQqsX79esEK54io1WpcvXoVXbp0MaiVKTjbnhxcCKmXK0B6mYcQejnbZpztoTZlHNJIODqipSvuyUFtz3RIK3FjUodj7ty58PPzg4+Pj9Fj2w8XaTQamk/XATh/7DB/Lmh1MbQROdrTqVMnZGRk0CI5wiq4QsffHLh8SB4kbAFf5Di+dFeFPEqIEZO6gFu3bjWpswEAffr0Yf9fUFCAn3/+2bKSEXdo319zsT1t2kfkaP/Kz89Henq6nUtJODOc0xtdrONvyIfkQcIWdIoIBCQce4DlF9uhNOKDPEpYm4aq22i8cdui95o0wjF16lTMnz8fr732mskLXr755htkZ2dj+fLlFhXMUWEYBv7+/oKN6tTKqzg7GM4SmcMUvShyzh2Ebl/OjqB6tQ+R6yQdf1M1cuXIOOQ74eiIlj7BAeg/bwJy/u8HnfTsT35AzOj+TjnaaI5eruxRgHzaEa7szjJ+kEaNm5fL4Obljn5zxpn9GSZ1OMLDw/Hqq6/i8ccfh7+/P0aOHImEhASEhITAx8cHCoUCNTU1uHbtGs6cOYM9e/ZgwoQJyMjgiO7i5EilUsTHxwt2Pr69AJxl/rgpeqWlpfEOA2ujcrgKQrcvZ0covZy542+qRnw+dAUPku+Eo6NaBsZF6ic6cXhcc/RyZY8C5NOOcOGbwzojhQwD8MWw9QzwsV6HAwAiIyNx4MABbNiwAf/+97+RnZ2t04vUaDTw9fXFQw89hC+++AJ9+/Y1uzDOgFqtRmlpKcLCwgRZtMS3F4CzzB8XWi9nh/QyD6H0cuaOP7Up45BGwtFRLZ3Zi1xQ2zMd0spy+jxyD3zDuiA4qTsYhsGRt75C6MA+iLo3UWcncfnh81Ap9HcgNwWzrohEIsFTTz2FrKwslJaWYvfu3di0aRO2b9+OY8eO4ebNm9i4caPLdjaA1gYvl8sFDcsWP3V4a3ezHc4wb9UaejkzpJd5CKWXtuPfHmcIyUltyjikkXB0VEtn9iIX1PZMh7SynJjR/dA1LpIdSHDz9kT30f11OhsAEDY4Djn/+dGiz7C4CxgSEoL7778ff/3rX/Hwww8jNTUVMplFG5cTRvAJDkD/+RP00rM/+cFp9uPoKNqoHG1f8fHx2LZtm72LRjgJztzxF4L2HiT/EdaCvGgZbT1K/iTaInWTQebhxv7dVFMHrn3BC/acROMNy9YC0ZiTg2Bo3qorQ1E5CFtBHX9u+DxI/iOsBZ8Xc9btcmkv8sHlUfInYYiIe/rix1nv48K3R1DyRx6u7jmJI299haNvZyJ6RJJF56QOh8BIJBIEBQUJPn+QnbfaDkffdbyjemVkZCAuLg7h4eE6L+35nC0qh7Xal7MitF7O2PG3hgedzX/kO+EQSksuLzrjtCoh9GrvUWfzpxbyqXB0H90fiU+NQd5XB/Dry5/jcMYWXP35JGLH3o2BLzxi0TlpDpTASCQS9OjRQ/DzOuvi8Y7q5WpROazVvpwVofVyxgWr1vCgs/mPfCccQmnJt7u4s+06LoRe7T3qbP7UQj4Vlqh7ExF1byJqrpVD2ahAp/BAuHfysvh8gncDDx48KPQpHQq1Wo0rV65YZdGSM85btaZezgjpZR5C6+WMC1apTRmHNBIOobR0lV3Hqe2ZDmklLBq1Gld/ysKFb4+gYG8OKs8Wduh8Fo1w1NXV4YsvvkB+fj6amprYi6tSqXDw4EEUFnasUI6MWq1GZWUloqOjBR/W085bbb/pUc66XQ676ZE19XJGSC/zsIZe8VOHI++rg3pBym/kFyNkQE9BPsOWUJsyDmkkHEJpye46rnYOH/JBbc90SCvhaKi6jV9e+A+qC8ohkUrgEeCDi98eRpc+ERj5zmy4+5o/0mHRFRk/fjxefvllnDhxApcvX0ZBQQEKCgpQVFSE27ct2/KcMA1XmbcqFBQ5hxAaWrBqOhQVh7AW2l3H20M+NB26PxJ8nPjgW/hFBWPCf/+Jx/e/jbTv3sDjv76Nvn8bgVPrd1t0TotGOE6dOoXffvsNKSkpennUWK2LqzzV6Sjto3K0JT09nXfncoIwBUMdf0ccaRQaPv+R9wghIR9aBt0fHYOyExeRs3437n1zOnxDu3AeU3zoLMpOXIRKoUTMyH4ITe3N5l3aeRQ11yqgqG1A3NTh6NIr3OTPVimUGLl6ll565LC7UHbiovmVgYUjHHPnzuUdrhowYIDZ56uvr8eCBQuwePFiLFy4EM3NzXrH/O9//wPDMDqvqVOnsvnXrl2Dm5sbm5ednW12OYRAIpEgIiLCasN5zvZUx1p6OWvkHGu3L2fDWnqxHf92OOJ6Kmto5GxRcch3wiGkls7kQz5s4U9n8CjgXD5tulWHlsZm3Mgr4j2m5lo5zny5D6n/mIxBL6Yh+5Mf0FBZAwAoy7oI+R/nkfLcJKT+42EcenMzWhr1f1vz4R8TzJmuUihx86JlAQdMGuH47bffdP6eMGECPvzwQzz11FM6F1atVuPzzz/Hxo0bzSrE/PnzMXnyZEyePBkbNmzA4sWLsWbNGp1jsrKysHPnTgQFBQEANm/ejNTUVDb/s88+w/fffw+ZTAY3NzeLOj5CoG3w1sSZnupYSy9njZxji/blTFhLL23H3xnWU1lDI2eLikO+Ew4htXQmH/JhC38Cju9RwLl86tnZF5HD+ho8Ju/r3xE2KK71QbuUQWDfaFz49gj6zx2H85sPIHpkMoDWXcN9QzqjcF8Oej042KTPl0iluPDtEUT9JRHuPp5ovFWL8pwryM/8HQE9Qi2qk0kdjvnz5yM/P19v18ENGzboHcswjFkdjtLSUmRmZmL9+vUAgHHjxmHevHlYtmwZO+wHAP/61790GlJGRgaWLVsGALh16xZOnjyJOXPmICoqyuTPtgYqlQoXL15E7969IZVKrfIZzjStyhZ6OROkl3lYUy9n6fhTmzIOaSQcQmvpLD7kg9qe6YhdK2WjAor6JvZvqZsMUnf+n+GMkZGa6ycvoe8TI9m//SKDUHQgF2qVGuWnriDh8fvYvE6RQSg/ddXkDkfSzPtxZPkWHF/zDRscVaMBQlN7IfX5h006R3tM7nAEBQVh4MCBBoeqlEol3n33XbMKcODAAQQGBsLT0xMAEBQUBA8PDxw/fhyjRo1ij2vb2aipqYFGo0Hnzp0BtK4b+e233xAdHY2//e1vWLduHXx9fXk/s7m5WWfalnYIUalUQqlUAmjtKUskEqjVap0Qa9p0lUql0wHTpiuVSlRXV0OpVEKj0UAqlYJhGPa8WrRmUKlUJqXLZDJoNBqoVCp4dPFFv7ljcWqd7sKdnHW7EHlfIny6dYZUKuUtu7l1ap8uZJ3UarWOXgzDcJadL93cOmmxZp2018lY2S2pk0aj0dHLUF1tVaf25zcXR/Wjb3hXzo5/VV4RApNi2L+FarvWus4qlQrV1dXQaDRWa7ttaVtOe7ddU+tkju/EUCdX8qR3SACnDyvPX0NQcner3k/oHimue6RarUZNTY2OTw3V1db3yD3T18BL5sEekzTjfiTPegCW0lB1Gx6dvO+Uw9sDDVW3objdAJVCCQ+/O3luXu6ovlJq8rmlbjIMXzYdd/19NK5nXwYABMZHIeiuaIvLa1KH46mnnoJKpYK/vz8AoKCgAN27d9c77vTp03jzzTfNKkBJSQm6dNFdDOPr64vSUn5hdu3ahQkT7qxjmDNnDmbOnIk9e/Zg3rx5mDFjBjIzM3nfv3LlSnZ0pC25ubm4fv06gNaOT48ePVBQUIDKykr2GG00h4sXL6KmpoZNj42NRXBwMM6fP4/q6mpkZ2eDYRjExcUhICAAOTk5Oo0xKSkJ7u7uyMrK0ilDSkoKFAoFcnNz2TSpVIrU1FTU1NQgPz8fANCABr3ya9QaZP16BKF390J8fDxKS0shl8vZfEvrdPbsWTQ2NrLpQtbp9u3bOnp5eXkhOTkZVVVVuHr1Knu8v79/h+ukULTGZy8rK0NYWBg0Gg28vb0xd+5cLFiwwCrXCYCgdQoJCUF9fT2rl62uk6E6tT3eEhzVj0oPBl3HJeLGLt365/znR9zqCrgFtH7ZC9F229ZJ6Ous0WjYz7FW29WWS+s9LQEBAXjrrbfQq1cvu7RdU+sUHR2NxsZGHd/Z83vTWJ0qKirQERzNk0ETklD5/Wmd4079ZzeaIryQet9Qq9xP2tbJGe6Rbe+PERERaGlpcbh7ZGho61Sfy5cv66xFsbcntcffv/EFne8/qVvH9t5mGOiMkKhbVJDIJK2b0wKQurvp5lkw6tO5Ryg6t5tCdeOCHF37mD91jdFwdW2NsGDBAvzf//2fXnpxcTGWLl2Kzz//3ORzvfvuu8jMzMSxY8fYtG7dumHt2rV47LHHON/z2GOP4b333kN4uP6K+wsXLiAxMRGFhYU6F7Yt7Z/elJSUICEhAQUFBexIiqVPOpqbm5GdnY0BAwZAKpVarQfdUFGNHY+t0nuq02/eeCT89T6HeXrT0tKCrKwsVi9rPr1JTEzU+ULQEhcXh/Pnz4v+6Y027cSJE6xefHXVltEWdSoqKkL37t1RXFxs0fxZR/ZjadZF/PrP9Xp1Gvn+XHTr30NPKzH6UaVSITs7G6mpqZBKpVZpu3zeA1r9d/bsWVE/TTXHd/b2o1qthlwudylPludc4fThqA+eRlhKb4ce4bDVPdKYRx3hHqlWq5GdnY3+/fvrTKmytyc7co/cOOxfmJz5GmeUqu8eW4nk2WPRfXR/AMC5//2KkmMXMGbtPGwetQj3f7iAHZE49u52qBQtGPoq9+/qvK9/Q0D3EDbKVe4Xe/X2mgJaNwOUH87DhP/+06x6AGaExT179iy+/fZbaDQaZGVlcY5kXLx4Ebt37zarwxEWFqbzxABo3ViQr7OgUChQVVXF2dkAgD59+mDUqFEoLi7mPYeHhwc8PO4Ma2n3DpHJZJDJdCXRNtT28M0PdHNzQ48ePeDm5qbzvvbntSSdYRg23S8skHOx3On1uxF7/93wCQ7gLbu5deJLF6JOUqmUUy9zy25KnTIyMpCens4++SgrK4NarUZtbS371FLo69SRsvOlc+kFWPc6GaoT33lMxZH9GBDdjXM6R/WlUoSn9jGp7Pb2o0QiQY8ePSCRSKzWdtt7D9D1n73arjV9Z886uZon+Xx462IJwlJ6W+V+Ykq6I90jjXnUEe6RarUasbGxnD4FHPceyUdoSi+dPdhuy28gZEBPMAyDkP49USuvZDsctSVViH3gbt5zXf0pC6ED+7AdjsrcApSfvgoPfx8w0jtaalRqNN6wbL89k1W46667UF9fj8ceeww3btzQGcYCWsX28fHB6tWrzSrAiBEjMHfuXCgUCri7u7NTqQYOHMh5/C+//KKztoMLHx8fxMXFmVUOoZBIJAgO5g4nJjR8i+UqzxTCZ1Q/m5Sho9hSL2eInGNLvZwBa+vlDFFybNGmHD0qDvlOOKyhpTP4kA9btT1H9yjgfD7Vjsa0HZU5979fET4kAQGxIej10BCc+OA7JD01BmqlCjfyitBvduuakD6P3IOCfdmIHZsCRX0TGiprED0imfezJvz3BZ2/+6QNQ7+549CV43fmxe/+sKg+ZgUrHjRoEH777Tc888wz7O7i2tfVq1dx5swZzJqlv1GIIUJDQzF27FgcPHgQALBnzx4sWLAAHh4eePXVV1FWVqZz/HfffYfJkyfrpG3evJk97siRIxg+fDi73sTWqFQqnD59Wm/IzRrwxSD/fekmXPrhGMc7xIct9XIGSC/zsIVehqLkOALUpoxDGgmHtbR0dB/yQW3PdJxJq5aGZvaH/dXdWWiqrgMAFP5yGjXXygEAXXqFo8f4VJz8905k/XsnUhY+BK+ufgCAiHsS0Dk2FDnrdyPnk10YvvQJSD3cuD+MAzcvD8g83Tnzej88xKI6mT3OExkZiRUrVrB/37hxAx4eHgajQhlj3bp1WLRoEY4dO4abN29i1apVaGpqwpYtWzBp0iR2IZBGo8GlS5f0Ri92796N5557DqNHj8bYsWPx/PPPW1yWjqLRaNDY2MgZ9UFofIIDMPjlqTj69tdA24/TaHBsdSbCBvYR/ZMdW+rlDJBe5mELvRw9TDW1KeOQRsJhLS0d3Yd8UNszHWfSys3bA30mD0WfyUN10tuvneg5gXs2EADcNd3wbCBD7F/8X0SPSMaQVx61+BztsWg7xubmZrz88svo3LkzgoOD4e/vj+TkZGzfvt2iQgQGBuKzzz7DkiVLsGbNGri7u8PLywsFBQUYPPhOzGCGYfDrr7/qvX/jxo24ceMGtm7dihkzZlhUBkel18RBGL50ul66MzzZsRXaqBwRERGIj4/Htm3b7F0kwoHQTudoT866XaivqLZ9gRyMtv4jDxKWQj60HuRR16PXxEGIujeRM09++LxF57RoJcvTTz+NTZs2YdiwYRg5ciSCg4NRVlaG1157Dbdu3cLs2bMtKgxhGUGJMU75ZMfaaDeWVKvVOvNU09PT9eayEoQhnGE9la3h8x9AHiQsg3woLORR18XN1wtnNuxDWdYluPt6sukqhRIF+3IQcU+C2ee0qMOxc+dOrFq1Ci+//LJO+htvvIHp06e7dIdDKpUiLi6ONxqCNXDkBXP20EuLoahVYsWeejkittKLbzrH70s3oaWxGb0mDrLq53cEe7UpY1FxxAT5TjisqaUj+5APMd0jAfF6FCCfCkllbgFuXixBQ0WN7lphtQYNVTX8bzSARR2O5ORkzkhRMpkM8fHxOmk1NTV2W8BtDxiGQUBAgM0/19CCOTF3OOylF+CYUavsqZcjYiu9HHk9lb3alCNFxSHfCYc1tXRkH/IhpnskIF6PAuRTIen9yD1ImvUAgvrq7yyev/2QRee0aA3Hli1bsGvXLnZnSqB1sU5ubi6qq6vZNJVKhTVr1lhUMEdFqVTixIkTehvJWBvOiFXMn+kixl56OSqkl3nYUi9HXU9Fbco4pJFwWFtLR/UhH9T2TIe0Eo6IexIQ0L0bqq9eBwAoahvZtVDtF7KbikUdjtTUVCxbtgxeXl7sTqEymQz9+/fHBx98wKa5u7tj+fLlFhXMkbFHSDbtkx2063OUHr9g87KYizOEsLMlpJd52FIvdj1VO27kF9usDJZAbco4pJFwWFtLR/UhH9T2TIe0Eoaqc0X49tGVyPpoBwDAzdcTFbkFrTuWt1imsUVTqubMmYNbt26hf//+7O6TXLS0tGDTpk0WFYwwn7CBfdDa4/hzLFkDhx1GtifaiBxA66K5jIwMWhxHmIQjr6cSE+RBoiOQD61PW48C5FNnI+vD7xA5vC9kHq17cTAMg+6j+6OmsBzH13yDoYunmX1Oizoc8+bNAwCEhIQYPbb9mg7CetTKq4B28acpQofpUNQqQggcdT2VGCAPEkJBPrQOFLnKNXD39cKQVx7F2U26W1F4+PvgwvZDgAUdDoumVPn4+OD111/Hk08+CaB187/Vq1dz7pFxzz33WPIRDotUKkVSUpJdoiQ44s7j9tSrPRkZGYiLi0N4eDjCw8MhkbTaQ0zROMSklyNgD7341lNJeXZttTdialNi9aCYNHJ0bKWlo/mQD7G1vfYeJZ86J/7d9QcUWhqbcWnnUbj5ell0Tos6HM8//zx27NiBhoYGAEDXrl3x8ssv4+OPP8b//vc/iwriTLi72+cLjW8dhzZCh1g3P7KXXu1JS0tDXl4e5HI55HI5u8O92BCLXo6CrfXS+pBp+2NHA/w070PRdvzF0qbE7EGxaOQM2EJLR/QhH2Jqe+09Sj51ToISY5C//RCaa+pRdb4IF749gh+efA81heVItHAHc4s6HDk5Obhw4QJSUlJ00u+//3688cYbFhXEWVCpVMjKyrLbwiVHi9Bhb70cDdLLPOylV6+Jg/DAuoUAoxu/XIwdf2pTxiGNhMOWWjqSD/mgtmc6pJVwRN+XhM49QnHzYgn2v/I5cv6zC15dO+G+lTPQa9Jgi85p0RqOoUOHcsY6/v3331FRUWFRQQjh4Nx53AGHkgnCkVE1KTjXVNEccoKwHeRDgrCMbv16YMzaHoKdz6IRjuDgYJSVlbERqqqrq/HSSy9h8+bNmDx5smCFIyzDmYaSxYA2GkdERATi4+Oxbds2exeJcACcZQ65GGjrQfIhYQ7kQ9tB90rHpqaoAsfe3Y5fX/4cJ//ve4t3FOfDog7HK6+8gpUrV+KTTz5BQkICwsLC8N5772Hy5Mn46KOPBC0gYRnOMJRsb9pH4ygpKUF+fj7S09PtXDLCEaCOf8fh8iD5kDAH8qH1oXul43PzUgl2z1mLizv+QMkfeTi/5SB+ePJdQTsdFnU4PD098eGHH+LgwYN47733sHnzZuTn52P79u3w8/MTrHCOiFQqRUpKiiiiJBgaShYLYtKrPWKMmCNmvcSIvfVyhI6/vTUyhFgi4ohZI0fDHlo6gg/5cIS2J5Z7pSNoJVZOf/4z/KODMXL1LDz0v1cw8p3Z6BQRhPNbDgr2GWav4dBoNMjOzkZRURE0Gg1iY2ORnJxscANAV0OhUMDLy7KwYULCDiWLfC2HWPRqT1pamk5M8YiICL244/ZArHqJFXvr5QhzyO2tER/tPQjYz4di1cgRsYeWjuBDPsTe9sR0rxS7VmKltuQGxn/6PGR//j70iwpCUGIMjq3OFOwzzBrhWLNmDSIjIzFw4ECkpaVh6tSpuPvuuxETE4PPPvtMsEI5MiqVCrm5uaKIkuAIQ8li0ssRIL3MQwx6iX0OuRg0EjukkXDYS0ux+5APanumQ1pZjm9oZ7azocXdxxN+UcF6x1779bRFn2HyCMdjjz2Gr7/+GkFBQXj00UcRHR0NhmFQVFSE/fv34+mnn8a5c+fw/vvvW1QQwjr0mjgIAbGh+OnpD+883flzKDlsYB/RP9khCEdH2/E/tjoTGu1o458d/8EvT0WviYPsW0CCcAHIhwTBT/XV67i867jeKGB1wXVcbvOAWtncgiu7jiN6ZLLZn2FSh2Pz5s3Ytm0bVq5ciX/+8596G6solUr8+9//xssvv4xJkyZhxIgRZheEsB6OPJQsRrSROIDWxXIZGRl60z4Ioi3U8Reetj4EyIuEcciHtoU86jjUl1fjj1Vfc+YVHTyj87elKyhM6nBs3LgR7733Hp5//nnuk8hk+Mc//gE/Pz+sW7fO5TscYluwJPa1HGLTi4/2kTi0pKen2/QL1FH0Egti0UvMHX+xaGQKfD4ErOtFR9JI7NhTSzH7kA9Ha3v28ijgeFqJhZjR/ZD05BhIPd0MHqdqakHul3st+gyT1nDcunWLt7PRlpkzZ+LWrVsWFcRZkMlkSE1NhUxm0Z6KVkHMaznEqBcfYojE4Uh6iQEx6SXWOeRi0sgU7BG5ytE0EjP21lKsPuTD3npZgr2iyzmiVmIhbsow+Md0g29IF4Mv/5huiJsyzKLPMKnD0b17d5NPGBMTY1FBnAWNRoPq6mpo2j1BsTdiDQsoVr24SEtLQ15eHuRyOeRyOUJDQ21eBkfSSwyISS+xdvzFpJEptPehLbzoaBqJGXtrKVYf8mFvvSzBHh4FHFMrsRB0V4xVjm2LSR2OpqYmk0/Y0NBgUUGcBZVKhfz8fFFGSRDjvhxi1kuMkF7mITa9xNjxF5tGYoQ0Eg4xaClGH/IhBr0cBdJK3Jg07nTixAn8v//3/0zqNR49erTDhSKsA9daDkbCtKYTBGETHHEOOUE4G+RDgrAtJnU4SktLMWvWLJNOSBsAihe9sIAMEDftL/YulsNDkTgIcxB7EAdHhrxImAqfD5tu1aG+opo6HVZC61Hyputh0pSqv/71rzh37hwKCgoMvs6ePYtHH33U2mUWNQzDwMvLS7Qdr14TB2HytiVI+Ot9ABjkbTmAb9KW223uqtj1MkT7SBzaV35+PtLT063ymY6slz0Qo15im0MuRo3MxdpedAaNxIJYtNTz4Z///P7GRrveE9sjFr06SnuPWuM+6SxaOSsmjXA8++yziI+PN+mECxcu7FCBHB2pVIrkZPM3RLE157ceFEUcckfRi4uMjAykp6frRN0oKyuDWq22WiQOR9bLHohVLzHtByBWjczB2l50Bo3Egpi07DVxEMIG9kHlmUL8vnST3b3IhZj06ghtPWqt+6SzaKWl7MRF5KzfjXvfnA7f0C56+S2NzTj6diZKjpyHb1hXDHoxDUF3RbP5dddv4rtpK6FRqQEA4z//J7r2idA7j60waYRjyJAhJp/QnGOdEbVajYqKCqjVansXhZdaeZXuMDLst3jcEfTiwx6ROBxZL3sgZr3EEsRBzBqZirW96AwaiQWxaekTHADPzr6i8CIXYtPLUtp61Fr3SWfRCmid2tfS2IwbeUW8x+R//TvCBsVhzIfz4RPSGQcW/xctjc1s/uXvj2HE27Mw+v2ncf9HC+za2QBM7HDYgn379mHQoEEoLCzkPWbnzp147rnnMGfOHOzbt08n79NPP8W//vUvzJw5E6dOnbJuYQ2gVqtx9epVUTd4McUhdwS9xATpZR5i1ovLh/YI4iBmjcQCaSQcYtRSLF7kQox6iRWxa6VsVEBR38S+VAol77GenX0ROayvwfMFJcagx7gUdI2LxD3pj0NR24iawnIAQPPtBty4IEdATDeEpvZGt/49BK2LJYhid5TKykrU1dXh+PHjvMfk5+dj+fLlOHbsGNRqNVJTU/H9998jPDwcv/zyC3bt2oXvvvsOtbW1GDJkCI4dOwYfHx8b1sJx0Fs8DrBzyAe/PBW9Jg6ybwEJwgWgIA4EIQ7Ii4Qt2DN9DbxkHuzfSTPuR/KsB3iPZySGxwRCBvRk/+/u4wmZtwe8g/wBAEUHclFx+iq+SVuO7vcPwKAX0+Dm7cF3KpsgihGOoKAgTJo0yeAxH3zwAcaOHQuGYSCVSjFkyBB88sknAIB33nmHfX+nTp0QHR2NLVu2WL3cjowjxSEnCGdFbEEcCMJVIS8S1ub+jS9g2s8r2Ndd00cJdu7bxZUITuoO78DWDkevSYMx7acVGPnObFScLsCRt74S7LMsRRQjHADYbe/5+PXXX/HKK6+wf/fu3Rvbtm2DSqXCwYMH8dJLL+nkHTx4ELNnz+Y8V3NzM5qb78xz0y5cUiqVUCqVbHkkEgnUarXO8Jw2XaVS6exL0vb4Tp06Qa1WQ6lUQiqVgmEY9rxapFIpAOhtUMOXLpPJoNFodNK1na/2ZeRLb18nRX0j57zV6mvl8Ojiy1tXIesEQEevjtapfTrfdbJWnbS0Dc+pDf/3yCOPdLhODMPo6GWLOhlre+3Pby6u7keNWs0ZxCHk7p7w+vNplaG6drROWo0YhhH8O8ZY2W3hR75Queb4kWEY+Pn5meQ7e/uRPGl5++XzYmhKL/iGdLHLtQac6x6prROgf59ctmwZHnnkEYvrpNFo4O/vr+cBe3tSe36ZlzvcfTxhDS58ewR3P6v74F4ilSB8SDxGvT8XP/z9XTRU1bAdEnsgmg6HMUpKStCly51V+r6+vigtLcXNmzfR1NSkl5ebm8t7rpUrV2LZsmV66bm5ubh+/TqA1lGXHj16oKCgAJWVlewxERERiIiIwMWLF1FTU8Omx8bGIjg4GHl5eWhsbER2djYAIC4uDgEBAcjJydFpjElJSXB3d0dWVpZOGVJSUqBQKHTKL5VKkZqaipqaGuTn57PpXl5eSE5ORlVVFa5evcqm+/v7Iz4+HqWlpZDL5Wx6+zq1VDe0hgJs2+dgGFy9UYLirFtsnc6ePYvGxkb2ECHrVFdXh9raWlavjtbJ1OtkrTq1D/2nJT09Hffee68gdZJIJKxetqiTsbZnyGum4Op+vJh1ljOIw/ljp6AJuTMt1NrXWSqVorq6WtDvGC328KObmxsAfS8ClvnRw8NDx3f2+o4xpe1VVFSgI7iqJ92rFJxeLDh9AYkhQ+xyrZ3tHpmamspOd2/vzSVLliAqKqpDdYqPj0deXp6oPNnRe6QxrmdfRnBiDPx41hz5RwUj5O5eqC+vtmuHg9GYsn24jWAYBgUFBYiJidHL8/X1RWZmJsaNGwcA+OSTT7B27VocOnQIQUFBOH/+PBu695VXXsHp06fx008/cX5O+6c3JSUlSEhIQEFBAdvbtvSpQEtLC8rKyhASEgKJRCKqpzdcdbqy6zhOvPcNNGoNGAmD5Llj0aVPJDqFd4VvSBerPxVQqVQoKSlh9XL0pzffffedTnhObfi/8PBwFBUVdbhOACCXy1m9bFEnY22vqKgI3bt3R3Fxsc6TZFNxdT/WXb+Jbx99S28Dsgc+eRZd4iKN1lWIEY7r168jIiICDMM4zQjH9u3bsXTpUs5Queb6ETDdd/b2o1qthlwuJ09y6GIsvanqNqcXx657DkF9Y+xyrZ3tHimTyZCZmYnXX3+d8z7ZNnCQuXUCgOvXr6Nbt246e3HY25MduUduHPYvTM58jTMsLgDclleh7MRF9Jk81OB5Di75EkMWPQp3Xy+zPl9IHGaEIywsTKfHWltbi7CwMHTt2hUeHh6ceXx4eHjAw+PO4pnbt28DaG00bYf7gDsNtT3ahtcehmFQWlqKsLAwnXO1P68l6QzDcKbzldGU9D4PDUXEkATUyqtwI78Y2et2tX7ZShh2ATlfXYWok0aj4dSrI3VqC1/ZrVWntLQ0nZ1TIyIi2Cc4QtRJqVRy6gVYr06A4bbHdx5TcXU/+oZ04Qzi8POCjzmDOAh9ndu3KaG/Y0wpuzXa7rRp0zBt2jSdfEv9aInv7OVH8qTl7ZfPiz/N/7fBgCp0jzQvferUqZg6dSr7d1tfduT6KZVK9sEA13kc7R6p7Ry17SSd+9+vCB+SgIDYEDRU1uDCtkOIn3Yv6spuQlHXhMqzhegzeSgK9mSj24Ce8A70Q8WZAgQndbdrZwMQyaJxUxg1ahQuXbrE/n358mWMGDECDMNgxIgRnHmEafgEB6BTROCdzgZAC8gJwoZQEAeCEAfkRUIMtDQ04+J3fwAAru7OQlN1HQCg8JfTqLlWjubbDdjz3P8hf9vv+HbqCnw7dQV2zXgPHn6tnYqSY/n4/u/v4LfXN+B2USXiH73XbnXRIpoRDq6e3OrVqzFhwgT07dsXTz/9NBYuXIj09HQolUocP34cb775JgDgmWeewZYtWzB9+nTcvn0bJSUlOr1nwjiGNgO0906rBOEKGNoIkDxIELaDvEjYGzdvD/SZPFRvqtSE//6T/f/DXy3mff+w9MetVjZLEcUIR11dHdatWwcA+PLLL1FV1bq759atW5GXlwcA6NevH2bMmIEXX3wRL7zwAt5//32EhIQAACZOnIjExEQsWbIEixYtwpYtW+DpaZ1IAMaQSCQICgriHP4TM/ba+MhR9TIXbTQO7Ss+Ph7btm0z+zyuopdQOJJe5EHbYa4fXVEja+EIWoppI0BH0EsoOnqfGHxJFwAAuSZJREFUdCWtHBFRLRq3F3K5HJGRkRYvsHMWLv1wTGfjo/jH7kP81OH0RKcDxMfH60SuaEtcXBzboXZkhPaPK/uxrQcZCYN+8yYgMC4SnSICyYcC4Ap+BMiTQkD3Q9vh7L50Rf9wQd1AgVGr1bhy5Ype5ARHwB4bHzmyXqaQkZGBuLg4hIeHsy/t05e20XNMxdn1EhpH00vrwTEfzkf/eROQs24X9i78xKo+dDSNOoKlfnQljayNo2gplo0AHUWvjiDUfdIVtHJkqMMhMGq1GpWVlQ7d4Lk2PrLWYjln0MsQaWlpyMvLg1wuZ1+hoaEWn8/Z9RIaR9TL1kEcHFEjS7HUj66kkbVxNC1teT/kwtH0sgSh7pOuoJUjQx0OQgdDi8cJgrAN5EOCsD/kQ4IQDupwEDqIabEcQbgq5EOCsD/kQ4IQDupwCIxEIkFERITDRknwCQ7A4JengvnzS1a7cLVWXmWVYWRH16sjWBKRw5X1sgRH1YvLh4NenmqVBauOqpHQGPIjaSQcjqSlLX3IhyPpZQ3a+tKUaHKurJXYoShVoAgCXNRXVBvcfZywHGeLyEERcayH1ofaJ6ra/1OkHOFwNj8C5EmhIR/aHj5fOqInXd0/WqgbKDAqlQp5eXlQqVT2LkqHsNXCVWfRyxw6EpHDFfXqCI6ul09wAEIG9ETp8Qv4Jm25VSJWObpGHcUUP7q6RkLiiFrawod8OKJeQtDel6bcI11VK0eBOhwCo9FoUFNTA2cYOLLFgjln0stUOhKRwxX16gjOoFd9RTWOrs60WsffGTTqCKb40dU1EhJH1dLaPuTDUfXqKO19aco90lW1chSow0HwQgvmCML+UKQcgrA/5EOC6BjU4SB4EcOCOYJwdajjTxD2h3xIEB2DOhwCI5FIEBsb6zRREtrufDx52xKEDeyD69mXBRtGdja9OoqxyFWkl3k4g17WjhznDBpZC60fY2Ji8MgjjyAmJsakaHIEP47a3vgewAEQ9J7YHkfVy1oYiyZHWokXmb0L4GxIJBIEBwfbuxiC4hMcAJ/gAFz64didOawCRaxyRr0soVOnTgBad0otKSnRyUtPT0daWhoA0stcnEWvXhMHIWxgH6tEjnMWjYTEkB8BXU8S5uHI7a2tDztFBLKLyK0ZxdGR9RISU+6RpJW4oW6gwKhUKpw+fdrpoiRYa8Gcs+plLqZGriK9zMOZ9LJW5Dhn0kgouPwYHBxscjQ5gh9Hb2/aiFUAbLKI3NH1EgpTo8mRVuKFOhwCo9Fo0NjY6HRREqy1YM5Z9TIXUyNXkV7m4Wx6WcOHzqaRELT3Y2FhIXbs2GFyNDmCH2dpb7ZaRO4senUUU6PJkVbihTochEnQgjmCsD/kQ4IQB+RFgjAP6nAQJkERqwjC/pAPCUIckBcJwjxo0bjASKVSxMXFQSqV2rsogtN+wZxPcADqK6p1/jYXZ9ZLKLRRObT4+Phg+fLlmDp1qh1L5Rg4Y/tq70OgNUoOedB6aDXS0t6TnTp1QkZGBi0kNwFnam9Ce5ELZ9LLWrT1o0ajgZ+fH/lRhFCHQ2AYhkFAQIC9i2E1tBGrAAgStcrZ9eoIhqJyvP7669ThMAFnbV9CRo5zVo2ERKuRqdHkCH6crb1ZM4oj4Hx6CQmfH0tLS8mPIoSmVAmMUqnEiRMnoFQq7V0UqyJU1CpX0csSTI1cRfDjzO2LPGg7tBotXbqUPNlBnLG9WSuKI+CcegkF3SMdC+pwWAFXCMkmZIQOV9DLEkyNXEUYxlnbF3nQtqhUKkyZMoU8KQDO1t6sHbHK2fQSCq5ocl27drV3sQgeqMNBWARF6CAI+0IeJAhxQF4kCONQh4OwCIrQQRD2hTxIEOKAvEgQxqFF4wIjlUqRlJTkEhElhIjQ4Up6CUn7KDkARcrhwtnbF1fkOHNxdo2EwBSNKHKVaThrexPCi1w4q17WQCqVws3NDQD5UYxQh8MKuLu727sINkOICB2upFdHMRQlB6BIOVw4e/tqGzkOgEWhqp1dIyHg04giV5mPs7Y3IbzIhbPqZQ38/PxQWlrqFH4sO3EROet34943p8M3tAvnMS0NzfhmSgYUtY0AgL+seBJRf0kCABQfOouyExehUigRM7IfQlN726zsXNCUKoFRqVTIyspyqUVeHYnQ4Yp6dYSlS5ciOjpaJyoHRebgx9Xa16UfjuGbtOXYu/ATfJO2HJd+OGb0Pa6mkSUY0ogi5ZiHq7Q3S7zIhavoJQQqlQrTp093Cj823apDS2MzbuQVGTzu8q7jGPzSVIx+/2mMfv9pRAy7CwBQc60cZ77ch9R/TMagF9OQ/ckPaKissUXReaEOB9FhrB2hg7jDlClT8NVXX6GwsJAi5RA6WDM0J8EPRZMj2kNetB8jR47EmTNnHN6Pnp19ETmsr8Fj1EoVSo6cR0DPUISm9kZoam9IpK0/6/O+/h1hg+LAMAwkUgkC+0bjwrdHbFF0XkTT4di3bx8GDRqEwsJCzvz6+no8/vjj8PPzQ79+/XD06FGd/GvXrsHNzQ0Mw4BhGGRnZ9ug1ARAEToIQgxQx58gxAF5keBC2aiAor6JfakUhvdWYSSGf6KXnbiIqvNF2Pn429j3wn/QeOvOCM71k5fgE9KZ/dsvMggVp650rAIdRBQdjsrKStTV1eH48eO8x3zwwQcYO3Ys9u/fj+joaDz00EOor69n8z/77DN8//332Lt3Lw4cOIABAwbYougEKEIHQYgB6vgThDggLxJc7Jm+BlsfeI19nd34S4fOFz4kHo/9vAIPfPIsGm/UYv/L/4VGrQYANFTdhkcnb/ZYmbcHGqpud+jzOoooFo0HBQVh0qRJBo8ZOnQoRowYAQDYuHEjAgMDcf78eaSmpuLWrVs4efIk5syZg6ioKFsUmRepVIqUlBSXiyhhaYQOV9XLUozpRZE5dHGl9qXt+B9bnQmNWmNyx9+VNLIUSzWiaHL6uEJ7s9SLXLiCXkJh7v0RsK0f79/4AsLCwti/pW7C/AQPTuyOMR/Mw84n3kbluWsITuwOhgGk7nfOr25RQSKz7xiDKDocANhFPXxoOxtAaxSCTp06ITw8HACwbds2/Pbbb4iOjsbf/vY3rFu3Dr6+vrznam5uRnNzM/u3diGRUqmEUqlkyyORSKBWq6H+s8fYNl2lUkGj0XCmNzY2wtPTEwzDQCqVgmEY9rxatIZovxCML10mk0Gj0eika8/fvox86R2pU9t0vjp5B/nDO8gfKpUKt0urUFtyA53Cu6JTaFeDdWqrl9jqJLbrxDCMjl7adGORch5++GGr1am9ZuZCfhSu7XYfeze6DeiB2pIb8I8KBgCUnLiATuFd4f3nj532ddJoNGhqaoKvr68o62TK9bD2dWIYBk1NTfDw8NDxHV+dTIkmp/WkNepEnmzFnu2318RBrBc7hbfeA8tOXkKniEB4du1kVp3oHmlanRiGgUKh0IvqZY4frVEnrWYyL3e4+3jqfb4QeHb2RfSIZDT8uU7Iq6sfFPVNbL6yoQlegf5W+WxTEU2HwxwuXbqEYcOGsT3FOXPmYObMmdizZw/mzZuHGTNmIDMzk/f9K1euxLJly/TSc3Nzcf36dQCtoy49evRAQUEBKisr2WMiIiIQERGBixcvoqbmzor/2NhYBAcH48yZM7h+/ToCAgLAMAzi4uIQEBCAnJwcncaYlJQEd3d3ZGVl6ZQhJSUFCoUCubm5bJpUKkVqaipqamqQn5/Ppnt5eSE5ORlVVVW4evUqm+7v74/4+HiUlpZCLpez6ZbW6ezZs2hsbGTTjdXpl48zUbEtC9AAYICBL05B5Jh+nHW6desWjh8/zuol1jqJ5TqFhITg2LFj8PHxYX/4xMbGIiMjAy+//DLq6urY42/cuAG1Wo2bN2/qlF/oOrU93hLIj9Zpu9WHKpC9dkfrXHIGCE5Lgf+g7np10mg0qKmpwejRo1FXVyfqOtnrOkVHR+P48ePw8vJifWeoTlx+dHNzw/Xr16FWq3Hjxg22DtaoU0VFBToCeVKY9nuhpAAqlQo1mdl37okSBsFT7ob/oO4m1YnukabXKTQ0FGVlZejUqZNORKoXX3wR7777Lm7evKnTiXKUe6SpMFIJOvdqfRAfmtJLZ83QbfkNhAzoaZNy8MFo2qpvZxiGQUFBAWJiYgwe989//hPPPPMMevbUF+/ChQtITExEYWGhztBVW9o/vSkpKUFCQgIKCgrY4TZLnwo0NzcjOzsbAwYMgFQqdYinAkI+6aivqMa3U1foLJhjJAweznxN76mOTCZDS0sLsrKyWL3EWCdAPNdJrVbjxIkTrF6G6hQTE4OSkhKEh4frBGMQuk5FRUXo3r07iouL9YarTYH8KHzbbaioxo7HVun5cNJXi/RGHFUqFbKzs5GamgqpVCraOmnT25bdWLpQ18kc3xmqU2RkpJ4nrVEnuVxOnuTQxVi6NdqvIS/yjTq2rRPdI02vk1qtRnZ2Nvr3768zrcpR75EajQabhr+Ih79+FZ3CWr+3z/3vV4QPSUBAbAiKD52Df1Qw/KKCcLu4Eld2Z6H/3HEAgJuXSnDig+/wwMfPQK1U4cfZH2DUe3Pg1dXP5M8XGocb4Thw4ADuuecezs4GAPTp0wejRo1CcXExb4fDw8MDHh4e7N+3b7cupJHJZJDJdCXRNtT28M0RbPuF0PZc7c9rSTrDMJzpfGU0N91QnUwtY13JDc7oHHUlN+DbrbPe8W2HiNueT0x1MjfdmtdJrVZz6gXw14mvnELVie88pkJ+FL7tNlyv5vRhw/Vq+IUF6h2vfWov5jpZmi5EnSzxnSE/cpVVyDqRJ3WxZ/s1xYttj28P3SNNT9d2hrh8qk3nQ2z3yJaGZlz9+SQA4OruLPSZcg88A3xR+Mtp+IZ1RUBsCKrOXcPhjM3oNqAHuvXrgX6zH2Df36VXOHqMT8XJf++ESqlCysKH7NrZABysw3H58mXk5eVh/vz5Bo/z8fFBXFycjUqlj7EbjTPDRudo9zTHUHQOV9bLEkgv83BFvcz1oStqZC6kkXC4kpaW3BPb40p6dRRn0crN2wN9Jg9Fn8lDddIn/Pef7P/7Pz0e/Z8ez3uOnhMGWq18liCKsLgA2GGutsNdq1evxrlz5wC0Dul+9NFHGDduHAoLC3H69Gl88sknAIDNmzejrKwMAHDkyBEMHz4c/v72WRwjk8mQmpra4SdMjoq5IXJdXS9zsUQvbWSOtq/4+Hhs27bNiiUVB67avszxoatqZA5Ca9Tek67iR8D12ltHw8a7ml4dwVKtXNmPtkQULbiurg4bN24EAHz55Zd49tlnERgYiK1btyI2NhahoaG47777cPnyZXz44Yfs+7766isAwO7du/Hcc89h9OjRGDt2LJ5//nm71AO4swDT39+fnabgapgTIpf0Mg9z9DIlMoezh+Z05fZlqg9dWSNTEUojY9HknN2PgGu2N0vDxgOuqZelmKsV+dG2iGKEw9fXF/Pnz4dGo8HSpUsRGNg61Hjy5EmkpaWhS5cuuHTpEjQajc5r2rRpAFr35bhx4wa2bt2KGTNm2LMqUKlUyM/P11tU5Gr4BAewERGuZ19G/Z+h2tpDepmHOXplZGQgLi4O4eHhOi/tnNe2UTycFVdvX6b40NU1MgWhNOLypCv5EXDd9qb1ok9wAOorqg3eF9viqnpZgrlakR9tiyhGOAjn5NIPx3B0dWbr3FUJg8EvT0WviYPsXSyXIS0tjfMJTUREBOeIB+GckA/FA5cnyY+uBflRPJAfbYsoRjgI56O+ovrOlyoAqDU4tjrTpCc6BEEIA/mQIMQD+ZFwZajDITDajXlcfa5lrbyKMxRg241oANLLXEgv83B1vUzxoatrZAqkkXC4spam3hfb4sp6mQtpJW6owyEwUqkUycnJThOazVLYUIBt4AoFSHqZh5B6uUJkDldvX6b40NU1MgVbaOQq0eRcub2Zel9siyvrZS7WvD86qx9tCXU4BEatVqOiokJn90tXxNRQgKSXeQihV/vIHNpXfn4+0tPThSqqKHD19mWKD11dI1OwpkZ8fiRPOh+WhMh1Zb3MxZr3R2f1oy2hReMCo1arcfXqVXTp0oVzZ0xXwpRQgKSXeQihV0ZGBtLT03WicJSVlUGtVjtdZA5qX8Z9SBoZx5oacfkRIE86K+aGyHV1vczBWvdHwHn9aEuow0FYFZ/gALNijhPWhyJzuB7kQ/FC0eRcD/KjeCE/Wg/qLhM2wZy44wRBWAfyIUGIB/Ij4UrQCIfAMAxDO4K2w1DccdLLPEgv8yC97sDnQ9LIOKSRcJCWrZi6HwfpZTqklbihDofASKVSxMfH27sYooEv7njYwD7wCQ4gvczE2nppI3O0JyQkBFlZWVb7XGtB7asVYz4kjQxjz3bE5UlH9SNAngSM+7EtpJfp2EIrZ7tH2hLqcAiMWq1GaWkpwsLCaIEXDMcd9wkOIL3MxFp6tY/M4SxQ+2rFkA+9Av1IIyPYox2RJ50XY/fFtpBepmNNrZzVj7aEWq/AqNVqyOVyCmH3J8bijpNe5mEtvTIyMhAXF4fw8HDOV0hIiKCfZyuofbViyIekkXHsoZEhTzqqHwHyJGDefhykl+lYUytnvUfaEhrhIKyKNu74sdWZ0Kg1JsUdJ2wPX2QOwjkw5EOlUmnv4hEckCedF7ovOh7kx45DHQ7C6pgbd5wgCOEhHxKEeCA/Eq4GdTgERiKRICgoiOZatoMv7jjpZR6kl3mQXrpw+ZA0Mg5pJByk5R1M2Y+D9DId0krcUIdDYCQSCXr06GHvYjgMpJd5kF7mQXoZhzQyDmkkHKSleZBepkNaiRvqBgqMWq3GlStXaIGXiZBe5kF6mQfpZRzSyDikkXCQluZBepkOaSVuqMMhMGq1GpWVldTgTYT0Mg/SyzxIL+OQRsYhjYSDtDQP0st0SCtxQx0OgiAIgiAIgiCsBq3hANjecFlZWYfPpVQqUVFRAblcDpmM5DUG6WUeYtRL6xuhniqRH20LaWQcR9OIPOk8kF6mI1athPajoyKeK2JHysvLAQADBw60c0kIwnEpLy9HVFSUIOcByI8E0VHIkwQhHoTyo6PCaDQajb0LYW+USiVycnLQrVs3CqdGEGaiVqtRXl6O/v37C/JUifxIEB2DPEkQ4kFoPzoq1OEgCIIgCIIgCMJq0KMKgiAIgiAIgiCsBnU4CIIgCIIgCIKwGtThIAiCIAiCIAjCalCHgyAIgiAIgiAIq0EdDoIgCIIgCIIgrAZ1OAiCIAiCIAiCsBrU4SAIgiAIgiAIwmpQh4MgCIIgCIIgCKtBHQ6CIAiCIAiCIKwGdTgIgiAIgiAIgrAa1OEgCIIgCIIgCMJqUIeDIAiCIAiCIAirQR0OgiAIgiAIgiCshszeBRADSqUSOTk56NatGyQS6oMRhDmo1WqUl5ejf//+kMk6/pVCfiSIjkGeJAjxILQfHRVR1Ly+vh4vvfQS/P39UV9fj3feeQceHh56x3366afIz8/HrVu3sHDhQvTr14/Ne+utt1BTU4PKykq88cYbiI6ONvnzc3JyMHDgQCGqQhAuy/Hjx5Gamtrh85AfCUIYyJMEIR6E8qOjIooOx/z58zF58mRMnjwZGzZswOLFi7FmzRqdY3755Rfs2rUL3333HWprazFkyBAcO3YMPj4++O9//4vy8nKsXbsWBQUFePTRR/HHH3+Y/CSmW7duAFobQ2hoqGD1UqvVKCoqQlRUFD0VMhHSzHzsrVlZWRkGDhzI+qijCO1He+vjKJBOxnEUjcTuSS2Ooqc9IG34cTRthPajo8JoNBqNPQtQWlqKHj164NatW/D09ERlZSWio6NRXl6OTp06sceNHTsWjz76KGbOnAkAmDBhAiZPnozZs2cjLi4O//d//4eRI0cCAPr27Yu1a9di9OjRJpVBLpcjMjISxcXFiIiIEL6SBOHECO0f8iNBdAzyJEGIB/JPK3Yf4Thw4AACAwPh6ekJAAgKCoKHhweOHz+OUaNGAQBUKhUOHjyIl156iX1f7969cfDgQYwfPx4XLlzQmUKlzePrcDQ3N6O5uZn9u7a2FkDrPFWlUgkAkEgkkEgkUKvVUKvV7LHadJVKhbZ9Na50bS88NjZW5xwAIJVK2bqZki6TyaDRaHTSGYaBVCrVKyNfuhB10paRYRhWKyHrpNFoUFRUpDclzpHrZO3rBADXrl1DVFQUGIaxeZ3an99crO1HlUqFa9euITo6Gm5ubg57na3ddiUSCa5evarz1NDR6yT0dVIqlWxbkslkoq2T2D1J90jjdVKr1SguLkZMTIzOuR25ToAw1wkA68O2iLVOHfWjs2D3DkdJSQm6dOmik+br64vS0lL275s3b6KpqUnnOF9fX+Tm5qKkpAQA9PLavr89K1euxLJly/TSc3Nzcf36dQCtHZ8ePXqgoKAAlZWV7DERERGIiIjAxYsXUVNTw6bHxsYiODgYZ8+eRWNjI4DWH89KpRIxMTHIycnRaYxJSUlwd3dHVlaWThlSUlKgUCiQm5vLpkmlUqSmpqKmpgb5+flsupeXF5KTk1FVVYWrV6+y6f7+/oiPj0dpaSnkcjmbLkSdACAuLg4BAQFWqZOHhweam5vh7e2Na9euOUWdrH2doqOjUVlZidu3b+v8SLBVndoebwnW9mNDQwOqq6tRVVWF+Ph4h73O1m67/fv3R1lZGSorK9mOq6PXSejrVFFRwbalyMhI0dapoqICHYHukfZvv9pOQkBAAC5duuQUdRLqOnXt2hU3btyAWq3GjRs3RF8nc++RLY3NyP74B7j5ekLZpMDdCx6E1F3353rjzVoceesrVJwuQJdeYRi86FH4RwWz+RW5Bfh5wb8BABKZFI9sXwKvrn5mlUNo7D6l6t1330VmZiaOHTvGpnXr1g1r167FY489BgCoqqpCUFAQzp8/j/j4eADAK6+8gtOnT2P58uVITU1FQ0MDvLy8AADTpk1D586dsW7dOs7PbP/0pqSkBAkJCSgoKGCHu4R4KqBSqZCdnc25SMjVn97w1UmlUiEnJwcDBgzQmZspRJ205WAYRm+EwFC6OZh7biHSNRoNGhoa4O3trTPCYeg85tD+HCqVSud6FBUVoXv37hYPF1vbj0qlEtnZ2RgwYADc3d1F85RObH4EgBMnTmDAgAE6XrFmnbRldxQ/tveaUOc3B65zqNVqneshl8tF7Um6Rxqvk/ZeePfdd+t8r1uzTo5yj7TknmfLOnX0Hnk4YzMi701E1F8ScWV3Fm5dLkHKcw/pHHPiwx3olhwLr0A/ZH24Ay0NzZi08c4soBNrv0PE0AQAgJuPJwITojpURyGw+whHWFiYTk8UAOrq6hAWFsb+3bVrV3h4eOgcV1tbi7CwMPa4mpoatsNRW1uLvn378n6mh4eHThSs27dvA2j9wmofskxryvZojWksXWsGvlBo5qQzDMOZzldGc9NNrZOhMpqbbqhOQtSVr+ztv6SMpZuDuecWMp0rT+g6tb0ufNfJHKztR41Gw375kx/505VKJauTqbq7qh/bek2o85tD+3NoddXqLnZPtoU8aTjdXnVyFE+ac8+zVZ06co9sqKrBtf2nMfjlqQCA8MFxOPbuNiTPegBu3q1LDzQaDSKH9UXIgJ4AgKGLp2HnE6vRdKsOnp19UVNUgcabtQjoGQqvzp14P8vW2H15/4gRIyCXy6FQKACAnQrVNgQfwzAYMWKEzrDi5cuXMWLECISFhSE+Pp4zT0iKD5/DsXe3o/jwOZPfI5FIEBERwWlyghvSzDLc3d3tXQSbY6onqU2ZBulkGq7oNVOge6SwkDaGcUQfKhsVUNQ3sS+VQn9tR3n2FXgE+EDq4QYA8OzsC6mbDFXni9hjGIZhOxsA4BXkD5mXB9w7tT50L/j5JOS/n8X2h5Yh66OdUCv1R7Ptgd1HOEJDQzF27FgcPHgQY8aMwZ49e7BgwQJ4eHjg1VdfxXPPPYfQ0FA888wz2LJlC6ZPn47bt2+jpKQEU6e29gAXLFiAn376CcOHD8fVq1fRpUsXDB8+XLAy7p73IarOtq4nuPjdEXh1C0Da9nSj79N+YRCmQ5qZD8MwDvnl2xHaezLwrmiMW7eQ81hqU6ZBOhnHFb1mCu396B8bgkkbXjLyLmpzhiBt+HFUH+6ZvgZesjsjh0kz7kfyrAd0jmmoqoFHJ2+dNJm3OxqrbvOet+r8NfScMBASWetoVb8545D41BgU7c/F8fe/ASNhcPczDwpYE8sQRdd53bp12Lp1K5YvX47c3FysWLECTU1N2LJlC7tweOLEiUhMTMSSJUuwaNEibNmyhY1stWDBArS0tODNN9/E6tWrkZmZKVjZig+fY79ItTSWV+N/oxcBaF1EFBERgZSUFL33qlQq5OXlcc6VJrghzcxHo9GgsbGxw/NQHQUuT1aeKcTIninkww5AOhnH1bxmClx+rLl6HXsWfsL+zXefpDbHD2nDj6P68P6NL2DazyvY113TR3EeJ3F30/lb3aICI+Oe+gYABT9nI2nGGJ00qZsM3e8fgHuXP4kL3xyGWqXmebftsPsIBwAEBgbis88+00svKCjQ+XvRokWc75dIJFi9erVVylb6Rz5nurqpBbtmvY/r16+zkbLao9FoUFNT43CmsCekmWW40k3p/FcH9dIYhkGKexQ2Xz+ul0dtyjRIJ9NwJa+ZwoVvj3Cml2dfRuX5IgQlRPHeJ6nN8UPaGMYRfSjzcoe7j6fBY7wD/dFS36iT1tKogHcgd4Spgn056PXgIHj4+3Dmh97dCz4hndFcUw+vLvZdzyGKEQ4xEzYkjjfv5gU5wt0727A0BEHUld3gTA/0sG/IP4JwRQwtt83bqv9wgCAIfroN6ImGyhqoWlrXdzRUtQZLCozXjzJVee4aJBIJgpNjDZ7Tp1sAPDv7Cl9YM6EOhxEi7+kLmS9/j3R2N2EXpxPOxcSJE/HVV1/ZuxhOhVrF/cSvC3U4CCOQH4Wn9+ShvHnXfjllu4IQDgl5UhfvQD+EDYpD+akrAICy4xfQZ/JQSNxlyPnPj2j4cy3HrStlkB86h67xkagru4nKc9dwZXfrviGXfjgGRV3rKMm1/afRa+JgQSJxdRTqcJjA6DVP8+Z5SGSY2WMMZ55EIkFsbCxFmTADe2mWl5eHRx55BLNnz0a/fv3AMAy++OKLDp93wYIFGDqU/4bcERQKBZKTk3HgwAGdEJYrVqxgwwUmJyez6UeOHGE3vnv++ed1znXw4EHMmjULr7/+Op555hmdzZHEhifP0LG7VIbeniF66eRD0xCTTmL2Y1uvtaWtH7Xk5eXhmWeewfvvv48FCxbg1KlTJr3PkfwYeU9fSDz4Z2cfTN/AmyemNic2xKaN2DzJ50MtfPfB+vp6LFiwAIsXL8bChQt19pvp3bs3+x7t69y51qhr5eXlmDt3Ll5++WW89tprVp3qNujFKbj2yynkfrEXt66Uod/ccVAplCjYl4P667dQW1KFvc+vw9mNv+DbqSvw7dQV+OnpD+EXFQSNWo2Cn09i59/exqGMzZDIpIgemWz8Q22AKNZwiJ2ghCgE9o1G1blrenkMw+Av3e7CH/ICvTyJRILg4GC9dIIfe2n28MMP4+uvv0ZycjI0Gg1mz56tk//RRx/hueeeM3qe77//HomJiYiJiQEAjB8/3hrFBQC88847KCwsBMMwcHNrXWTW3NyMoqIi7N27F0DrLuRA6942+/fvx+HDh/HHH3/g4YcfxoMPPojRo0fjxo0bmDFjBs6ePQtvb2+sXbsWixcvxgcffGC1sneEuKnDcXTlVr10hmEwLXCwXjr50DTEpJNY/djWa+3R+rEt06dPx44dOxAeHo6ioiI88MADyMvLM/g+R/MjAAx8YQqnJwGgaP9p+Em9wLXSUUxtTmyITRsxedKQDwH++yAAzJ8/H5MnT8bkyZOxYcMGLF68GGvWrMEff/yBadOm4YEHHoBMJoNarcb8+fPZPd2mTp2KtWvXon///njzzTfx0UcfYeFC7siIHcUzwBdDFk3TS38k8zX2/4/+sIz3/fd/tMAq5eoo4ug6OwDj/rMQjJRbLoZh8LfOQxAREaH36tatG2d6REQE4uPjsW3bNhvXRNyoVCqcPn3apgvCKioqcPHiRfj4tD45ZxgGb775JjsEmZubiyVLlhg9j1wux4IFtjH6kSNHEBoais6dO7O7rmo0GmzYsAGxsbEYOnQoRo8ejV69egFo3Yjo1VdfRZcuXTBhwgT079+f3fDp22+/RdeuXeHt3RqK78EHH8Qnn3yC+vp6m9TFXHpNGMjrRS+pO0b2TDHJh+Q/XezhPS7E7Me2XmtLWz+2JS8vD7W1tQAALy8vvU1uud7naH4EWj0pceePojM/pDUaT1lZGa83yY+6iMWPgPg8yedDLXz3wdLSUmRmZmLcuHEAgHHjxmHdunWora1FREQEMjIyMGzYMAwe3PrgasyY1tkrR48eRWFhIfr378++75133qEF/WZCHQ4z+MtbT/HmRfoEwq1aiZKSEp1XRUWFXpr2lZ+fj/R04/t5uBL2CHcXGBiInj17YuzYsTh69CgAIDw8HEOHDkVzczO++OIL3L59G4sWLcLvv/+O0tJSzJgxA6tXr8bw4cPx66+/AgA2b94MuVyOt99+Gzt37sT+/fsxevRofPnll+xnffrpp1iyZAn+/ve/46mnnkJDQwNqamqwbNkypKSkYM+ePejRowcSExNx8+ZNzvLW19cjMzMTM2fOZNPU6taQd1u2bMFrr72GkJAQbNy4kc339PRkbw719fVITEzEfffdBwDsvjZaIiMjoVAocPHiRQHUtQ6D/tyFtT0Mw2BSQD+TfEj+00UsoSbF7ket17Rw+VFLWloaZs+ejdraWmzatAkfffSR0fc5oh8B4P5/P8ub5y/zRlJADNRqNa83yY+6iMWPgPg82bNnT6SmpvLeI/nugwcOHEBgYCC7pUJQUBA8PDxw/PhxREZG6pzju+++w8MPPwwA+PXXX3VGSXr37g25XI6rV692XFwXgjocZhB5T194duUOK8YwDJ6Nn4jw8HCdV1BQkF5aeHg4Oy9T+/SLsB8SiQTfffcdWlpaMHToUMycORMVFRXo1asXPDw82GHTVatWYfjw4VizZg26d++Ol19+GZMmTcL7778PAHj55ZcBAK+88gomTZqEwYMHo6SkhL1h/PTTTzhw4ACWL1+ODRs2oLKyEi+99BJ8fHyQlJSEq1evoqmpCRcuXIBEIuHdT+btt9/G4sWLOfN+/fVX3LhxAy+88AKefPJJ7Nq1Syf/yJEjGDduHOrq6th54aNGjUJ5eTm7cO/48dbQsu1/WImJXhMGgpFxf3118fDDwO53GfQh+U+8OJMfP/74Y7i5uSE1NRW+vr6YMmWK0fc5oh+B1qnHfjHdOPMYhsGk2KGc98KgoCDyo8gRmyfz8/MNepLvPlhSUoIuXbroHOvr64vS0lK9c/zxxx/s2pL27/P1bY34xPU+gh/qcJjJ+E//wZsX7OGPnD1HIJfLIZfLUVhYiJ07d6KwsJBN075CQ0NtV2jCKH379sWZM2ewcOFCbNy4EX379sXp06c5j507dy5mzZqFsrIynD9/HnV1dZzHeXl56czB/fjjjzFkyBD271mzZuHzzz8HwzAICAiAn58fJk2aBJlMhsTERJSXl+ud86effkJKSorBub3+/v5YunQplixZgrVr1+rkxcbGYsaMGfjll1/w4osvAgCSk5OxZcsWfPzxx5g3bx6++uoryGQy9OjRg18wEZA08wHOdIZh8P7cJQZ9SP4TN87ix6amJvztb3/D448/jn/84x/Yt2+f0fc5qh8BYPSaubx58Z0j9e6DWm+SH8WP2DzZt29fTk9q4boPMgzDjm5oUSgUeutBzp8/j/j4eLYj3P59CoUCAAyuIyH0oQ6HmfgEByAwMYY3/9eXPmX/L5VKERcXx86VJ4xjD81UKhUKCwvh5+eHDz74ANnZ2fD09MT06dM5j4+IiMD69evxyy+/YPDgwQaHvNuGort06RJaWlrYv2NjY9Hc3Iyqqiq9kHXaRWvtee+99zBz5kwEBgYiMDAQxcXFePjhh/Hvf/9b79hnnnkGxcXFOmkhISGYMWMG3n33XRw8eCdG/qOPPorff/8d69atQ3l5OcaPH4+AgADeeomBHmP1dxXXUvz7Ofb/5EPTEItOYvdj2x8eXH586KGH2I1on3jiCaSlpeH111/HokWL8Ne//hX19fVG3+eIfgRa749+3blHOVRNLSg+fE4nTdvmCH3E4kdAnJ50d3c3adSv7X0wLCxMbx1VXV0dwsLCdNJ27NjBTqfiep92JK79+wjDUIfDAlKee4g3T1HTgOPvfwsAbK9cDPGPHQV7aNbS0qIzNJuYmIhVq1bh8uXLnMfPmzcPMTExeOKJJ4yG5mtLVFQU8vPv7Fyv0WjQpUsXBAUFmXyOzZs349SpU+wrLCwMn332GRYsWKCnmUQiwYABAzjPk5KSgvDwcL30s2fP4scff8TKlStNLpO98AkOgG9kIGeeoqYeleeLAJAPTUUsOonZjwzDQCaTsRrx+XHevHmoqqrC6dOn2Y7CkiVL4Ofnh7y8PIPva4sj+VHLgHkTePPa70qubXOEPmLxIyA+TzIMA4lEYpI2be+DI0aMgFwuZ0cotFOiBg4cqPOeX3/9FaNGjWL/HjVqFC5dusT+ffnyZcTGxiIqSn8zPoIf6nBYQFBCFLr15x/evrD9EOorqqFUKnHixAkolUreY7midrhyJB1TNLMGH330kc5CzZKSEjaShbu7OwDg1q1buHDhAnJyclBZWYmGhgYcPnwYjY2NKChoDYvs5ubGHge0fmFqn+7MmzcP27dvZ5+UHD9+HHPnzoVEIoFardZ7CsT1VCgoKEinfUilUgQGBkIqlaKyshKbNm2CSqWCRqPB+++/j+XLlwNondpx8uRJ9jw//vij3l4c1dXVmDVrFjZs2ICEhATLxbQhPcal8uYdWbEFgOE2Zch/5D37IVY/ajQa1NfXs3lcfgwKCoKfnx+6dOkCT09PnXp07doVvXv3Nvg+LY7oR6B1rSPjwT3V5MZ53dDy2janpb0fXc2DbRGTHwFxeVKj0UCpVHKOcFRVVfHeB0NDQzF27Fh2dH/Pnj1YsGCBzqhlaWkpAgMDdTpKgwYNQufOndlOx549e/DCCy90VFKXg/bhsJD7P1qArQ++DsUt7lCFP837EA99/SpvSLtOnVoXn2ujdhgiPT0daWlpHSuwA2GPMIDFxcXo27cvJk6cCHd3dyiVSnz6aev0uNDQUIwZMwYjRozA9u3bsXDhQrz44os4fPgwpk+fjm+++Qbnzp1D9+7dMX36dDz66KPYtGkTjh8/jnPnzmH37t2YMGECHnnkEVy6dAlTpkzBkCFDoFKpsGzZMtTV1SEzMxPXr1/Hrl27EBMTg5MnT6KgoACFhYVsvHJDaDQa1NbW4o033sCKFSswfPhwPP/88+jevTsA4MKFCxg/fjx69uyJoUOHYuDAgZgwofVJ5PXr17Fv3z6cPHkS69atY0P/OQI9xqbg9PrdnHm3r1Wg8nwROvcO02tTpvqPvGcfxOxHU0cktQtt33zzTdx9990oLy/HO++8o9Op4MKR/aglOCEK5TlX9NIVtxtReb4IQQl3ngyrVCqDfnQ1D7ZFLH4ExOXJ6Oho5OTkoLi4WO8eaeg+CADr1q3DokWLcOzYMdy8eROrVq3SqefOnTvx0EP6s1i2bt2Kt956ix3VsFUIfGeC0Ygh5pqdkcvliIyMRHFxMSIiIkx+X31FNb55JIM3/963nkSZewNSUlIgk+n27bZt24b09HSDUTnKysqgVqsRHh4OuVxucrkcGaVSiaysLE7NCG60T119fHzsMvxuqX+EOt/vb25C4Z4czryQlF4Y8e5svTZlzH/kPfIeF/b2mqnY25O5G/bxPgjoMXEghv65qZm2zV27dg1Lly7V8aMrerAt5Ed+HMWHWoT2o6NCU6o6gE9wAHpPuYc3/+iqr3nz0tLSkJeXpxe1gyJZEYR5DJg3kTfvetYlNFRU66Ub8x95jyAsx1BAh2v79SMbTZkyRc+P5EGCcC6ow9FBBv3zEbj5eXHmKW43omu9uyiiTDgKUqkUSUlJpJmZeHlxt0FXwCc4ADH38087+e21L6lNmQB5zzRc2WumYiiao7K+mY1WRW2OH9LGMORDx4M6HAIw6l3+2OPyX0/ZriBOgnYBGmE62njhroqhUY5bl0pRe+W6DUvjuJD3jOPqXjMVQ9EcT//3Z/b/1Ob4IW34IR86HnTFBCAoIQqegdwLAa9fLO7wwi9XimSlUqmQlZUlqsVyjkB9PXfwAlfB2PTG39/LtKhNuVIUK/Keabi610wlKCEK3t0COPNuXShBfUW1SW3OlTzYFvKjYciHjgetRBKIsIFxuPrjcb10ZdltNFRUwy+Me78AQ1AkK4IwnUH/fASFe7OhuN2ol9d4ucIsH1IUK4LoOH3/NhIn1nzDmXd19wnE/20E73vJgwThXNAIh0B0jeOPPCD/I8+ic2ZkZCAuLg7h4eG8L+2woqFoVwThKiTPHsebd+pT7qg5XBjzHvmOIIwTOawvb175mUKD7yUPEoRzQR0OgTD0xXrh698sOidFsiII8zDkw2t7T6GeI2IVFxTFiiA6jk9wAPx7hHDmSaSGf36QBwnCuaAOh0D4BAegW0pPzry6kpuoPF9k4xI5JlKpFCkpKRSZw0za7pTqyhiLWCU/dM6GpXEsyHumQV4zD/8o7g5H481aanMGIG0MQz50PKjDISD9507gzSvcl23Dkjg2CoXC3kVwOEizOxiKWFWwj3uDQKIVakfGIY3MQ+bFHWnpZl4x6iuqSU8DkDb8kDaOB3U4BMRQVI7i389a9bOdJZKHSqVCbm4uReYwA9JMF0OjjZW5BSZPqzIFZ/EdQO3IFEgj8zG0vrHo0NkO62ksiqMjehGgtmYI0sYxoQ6HwEQOT+RMry+7ZZVpVe0jeXC98vPzkZ6eLvhnE4RYMTTaKMS0KvIdQZiGoXVVdcWVFp/XFA+SFwlCPFCHQ2C63z+AN+/U+h8F/zyK5EEQ+gQlRME3vCtnnhDTqsh3BGEaPsEBCBnUmzOPcbM8Mr8pURzJiwQhHmgfDoEJSoiCX1QQbhfpP7m5nnUJ9RXV8AkOEOzz0tLSDMYgj4iIMLqHh9igRXLmQ5rpEz4kARe2/a6Xrp1W1REfOqPvAGpHpkAamY9PYABnuqKmHu4W6mnMg1oc1YsAtTVDkDaOB41wWIGhSx7nzcv5ZJcNS+J4yGQypKamQiajvrCpkGbcGBptpGhV+lA7Mg5pZBktDdwLfJXNStKTB2pr/JA2jokoOhz19fVYsGABFi9ejIULF6K5uVnvmPLycowfPx6dOnXC8OHDceHCBZ38w4cPg2EYMAwDd3d3XL9+3VbF1yMoIQoBPbhjhBfszRZ00aqzodFoUF1dDY1GY++iOAykGTdBCVHwiw7mzLstt3zuuLNC7cg4pJFl8EaquiAnPXmgtsYPaeOYiKLDMX/+fIwZMwYrV65ESkoKFi9erHfMqlWrMGfOHOzbtw9KpRJTpkzRyc/MzMTevXuxd+9eHDp0CCEh3LG/bcXgVx7lzTvx/rc2LEkrXJE8xBi5Q6VSIT8/n6JPmAFpxk/40ATO9JprFTb5fL4IOuQ9x4Q0sgy+SFV18irk7DlsEz2NRbMSmyeprfFD2jgmdh+PKi0tRWZmJtavXw8AGDduHObNm4dly5axUSg0Gg0eeugh3HfffQCA//73v0hISEBlZSWCgoJw4cIFXL9+HUlJSQgO5n6iaWuCEqLgH9sNNVfL9fKKfz+Lc5v3o+/jI6xejvaRPNqTnp5u0jxYgnBEZB5unOllxy4Ivp6qLcZ8B5D3CNchclhfnFjzDWde/fky4BHrfbYpXtRCniTEQEtjM7I//gFuvp5QNilw94IHIXXX/7led/0mvpu2EhqVGgAw/vN/omuf1s79pZ1HUXOtAoraBsRNHY4uvcJtWgcu7N7hOHDgAAIDA9ldI4OCguDh4YHjx49j1KhRAACGYdjOBgCEh4fD19cXAQEBAIBNmzZhx44dyMzMxD/+8Q+sWrUKbm7cPzQAoLm5WWfaljZ6hVKphFKpBABIJBJIJBKo1Wqo1Wr2WG26SqXSGc7jSk/51yP45ZlPOMuQ/X8/IHpUP3h27aSTrl0I1b7nLpPJoNFodNIZhoFUKtUrY9v0pUuXYunSpXoROsrKyqBWq1FbWwu1Wm1ynbRlZBiG1cpY2c2pk/b/arVa5/x8dRXiOlm7TqZcp47USXsMVxltUaf25zcXa/oxbHAfnPliL+fnXj99BdEjkgEIrwmf7wBd7wEQTdsFYPO262h+1JZTpVKJuk5i86RHF1+EDOyN68cv6n2W+s/zWUuXjIwMpKenG4xSJUZPav+v0WhMuhe6kie1/2/f1sVaJ3P9ePzd7Yi8NxFRf0nEld1ZyPnPLqQ895DecZe/P4YRb8+CRCqBRCZlOxtlWRch/+M8RqyciZaGJux++iOMW78Qbl4eZpVDaOze4SgpKUGXLl100nx9fVFaWsr7nmPHjmHmzJlsp0L7hbJt2zY8++yzkEgkeOedd3jfv3LlSixbtkwvPTc3l137ERQUhB49eqCgoACVlXfme2uHXy9evIiamho2PTY2FsHBwTh79iwaGxsBtH5ReMYGoulqFWc5cr/YC8lfonTSUlJSoFAokJuby6ZJpVKkpqaipqYG+fn5bLqXlxeSk5NRVVWFq1evsun+/v6Ij49HaWkpoqOj8f/+3//TqdOVK1cwZMgQVFZWQqFQoLS01OQ6AUBcXBwCAgKQk5OjY7CkpCS4u7sjKyvL4jp5enrCy8sLN2/eRGFhIWed5HI5my7EdbJ2nUy5Th2pU0xMDLy8vJCXl4empiab16nt8ZZgTT+WqW7DPcwfitIavfPnHTuNyk4tAITXpK3vtNdZLpdDLpdj0qRJqKysZG9CYmm7AwYMgFQqRXZ2NhiG0auTNdquo/mxoqICtbW1yM7ORmRkpGjrVFHRsSmD1vCke2AnvfMBgKKkBgzDIDs72yq6pKWl4d577+W81mL2pEQigZeXF2pra3Hx4p2OGnkSCAwMhJeXF4qKilBVdef3lVjrZM49sqGqBtf2n8bgl6cCAMIHx+HYu9uQPOsBuHl7ssc1327AjQty9HpwMHxCOuuc4/zmA4ge2fowzc3bE74hnVG4Lwe9HhxscjmsAaOx86qbd999F5mZmTh27Bib1q1bN6xduxaPPfYY53uefPJJrFmzBl276sfZ//XXXzFx4kTU1tbyhk1r//SmpKQECQkJKCgoQEREaw9RqKcCTTdq8e2U5bz1f+jrxfBuM63DVk/qoqKiUFJSgvDwcBQVFYnyqYCrPr1xtDoVFRWhe/fuKC4uZv1jDtb2Y9baHbj4zWG9z+12d0+MfG+OVTQxdJ1jYmJY78nlcoe5zs7Ydp21TnK5XHSevLzzKE6s4V6/+Mg36fDo4mtS/cmTzt9+na1O2ntkwcUrCAsLu3M+N5neVKmCPdnIXvcDpnzzOpu2dewS3Lv87whNubOfzaWdR5H10Q4oGxXofv8ADHoxDW7eHlCr1PhqzGKMWD2LPf7EhzvQXFOPYen8EVRtgd1HOMLCwnR6ogBQV1enc1Ha8tVXX2HOnDmcnQ0AGDlyJKKjo1FVVYVu3bpxHuPh4QEPjztDS7dv3wbQ2mjah1nTNtT28HVm2qar1Wo0MC3oMWkQruw8xnn8zTw5/MIC9dK5wr0xDMOZzldGQ+lcf5tSJ2NlNDe9fZ3UajUqKioQGBgoSF3FUCdjZexondpqxlUva9epo6EJre1H/xjudV3lJy+j+WadzjoOMV9nY+kdvc5qtRpVVVUIDAzk/I5wxDoBwn9vttdIjHUSoycjh93F2+EoPnQWcY8M48xzVU8KfS8UQ520dPQ6GdNGbHXSpu+ZvgZesju+SppxP5JnPaBzfENVDTw6eet+nrc7Gqtu66T1mjQYPSYMRNnxCzj27nYceesr/GX5k1DcboBKoYSH351zuHm5o/oK/6whW2H3KFUjRoyAXC6HQtEap1s7lWrgwIF6xx47dgxSqRTDhnF/MWmJiooSxeJxtVqNq1ev4q4nRvIek7f1oA1LpE/7yB32jtSh1aztUwvCMKSZYcIGx/Hm2XNfnLbes7fvAGpHpkAaWY5PcAC63d2TM+92kW2ixhlDTPdDamv8OKo29298AdN+XsG+7po+ivM4ibvuGmR1iwqMTL+zJJFKED4kHqPenwv5oXNoqKoBWmfDQtrmHOoWFSQ8nS1bYvcOR2hoKMaOHYuDB1t/eO/ZswcLFiyAh4cHXn31VZSVlQEAzpw5g507dyI1NRWFhYU4duwYNmzYAAD4/PPP2VGSbdu2Yfbs2ewcZDHgHRyAng9xz52rOl+EyvNFNi6RfuQO7Ss/Px/p6ek2Lw9BWAvv4AB4x4lnXxwu75HvCFcgZAB3h6PidIGNS6IL3Q8JWyDzcoe7jyf74oo85R3oj5b6Rp20lkYFvAP9eM/rHxWMkLt7ob68Gh7+PpC4y6Cou7Oes6WhGV4G3m8r7N7hAIB169Zh69atWL58OXJzc7FixQo0NTVhy5YtuHbtGq5cuYJRo0bhrbfeQvfu3dG9e3cMHjwYffr0gVqtxqZNmxAXF4fp06fDzc0NU6dOtXeV9Eh6cgxv3pkvuaPoWJOMjAzExcUhPDycfWmHLA1F8yAIR6TL/fG8eZVnCm1XEOh7j3xHuAp+EUGc6bculdrlwZsWuh8SYqHbgJ5oqKyBqqV1XUlDVevD9MD4KENvg8zLHf7RwWAYBiH9e6K2zea2tSVVvJ19W2L3NRxAa8SBzz77TC+9oODOUw9DUTf2///27jwuivr/A/hrd7lBQAXkUlBUwBsEj0zzyNQ00zzrq1871NRKs8OvmpqKdp9+7RuZ9cssj9Q0zzIr6TAPBMUDPEE55RKQQ2B35/cH7ciy9zKzM7P7fj4ePorZ2dnPvPfz3t3PzHze89tvvLSruWQyGXx8fCCTyeAZ4Ivwh2KQdThVZ73cvy7yek8AfSZOnKhTbzw0NNRknXK+NY4ZMQ/FzDiZTIbA7h1QHX0FpenZOo/XVlTZtD1Nc08MeQdQPzIHxah5/LuHG3zs3KafMfTtZ2zXmEbE+H1Ifc0we46Nh583gvtG4daZawiOj0T+yUuIHH8f5C5OSP3sICIn3A8PP29kHk5Bm9iO8PDzRuG5TAT0aA8XL3cAQORjA5B5JAUdRsahruouqovK2RLwQhLFGQ57pVAoEB0dzU5Uip0zxuC6tj7KKlZNY0ZMo5gZp4lPx1Hxeh+n3GtA/cg0ilHzaA686aM58EYaUF8zzN5j0/eVCbjxyxmkffUzbl/LR6/Zo6CqUyLzSCqqCm4DAHJPZGDfv9/F7yu+RsXNIkRPHsQ+P3RAF7TsEITUDYeQ+ukBDFw5DQoDN8G1JVGc4bBXarUaeXl5CA4OhlwuN3qWI+evCwgf1sv2jRSZpjEjplHMjNPEx8XbXe/jmYdTEDNntE3PMIoR9SPTKEbNFztnjN7vQKBh8O9J34MAqK8ZY++xcfP1Qv/FU3SWP7bjNfb/TZW4NTQhXUj2906JiKYeeuNKCm0HdNO7buZh209eNSQ/P1+w6hz6YkaMo5gZp4lP6y6Gr4EVw1kOIfMOoH5kDopR8xk7y2HryxsN2bFjh+CXOVJfM4xiI0004LAxo9ewfmX7yeONNa7UQdU5iL3xMPJDJ+evCzZuzT2Ud8TRBHRrr3f59UPJepfb2ooV9266pslPQkjz0IDDxowd3bmy97igZzk0lTqoOgexV2I8w0h5RxyNq4+n3uVClYlvqnEOJiQkCNgSQuwHDTh4JJfL4e/vr3ONoaEfPYCwZzkmTpyI9PR0BAXpv2eBLRiKGTGMYmZc4/iI8QyjGPIOoH5kDooRN0xVqxKLkJAQnepVtkJ9zTCKjTTRu8UjuVyOiIgInaQw9mEr9FkOoRmKGTGMYmZc4/h4GrkJJ+Ue9SNTKEbcoGpVplFfM4xiI030bvFIrVbj2rVrOhObPAN8ETOPSuTqYyhmxDCKmXFN42PsJpyUe9SPjKEYcYfKxBtHfc0wio000YCDR2q1GkVFRXqTotsTQwwe4YH93cvGbMZiRvSjmBnXND7Gjq4KOXlcQ6hqVdSPTKMYccczwBdhD/bS+5itq1Xt2LED0dHRCA0NRWhoKPLz8236+vpQXzOMYiNNNOAQUNTEQXqX376aZ+OWEOJYxDh5nKpVEUcTcl8Xvctt/R24YsUKZGRkIDc3F7m5uewPWapQRQh3aMAhINXdOr3Lz3/9C13DSgiPxDh5nKpVEUfj3y1M7/IrP9h2PpUm1+RyOUJCQhASEoKoqCiqUEUIh2jAwSO5XI7Q0FCDE5tahPoZfK7Q9+QQiqmYEV0UM+P0xUeMk8eFrlZF/cg0ihG3vAJbIWhYd72PCfEdGBQUhJycHOTk5CA9PV2wClUA9TVjKDbSRO8Wj0wlhRh/9AiNPkgsRzEzzlB8jE0ed8QBP/Uj0yhG3JLL5eg4qJfexxz1O1CD+pphFBtponeLRyqVCunp6VCpVAbXoR892syJGdFGMTPOUHyMDvj3nXC4HzvUj0yjGHFLpVKh3E1p8HFH/A7UoL5mGMVGmmjAwSOGYVBeXg6GYQyuI+azHLm5uTavlGNOzIg2iplxxuJjcMDPMLiTU8xzy4zLz89nq+aEhobyXrmK+pFpFCNuMQyDGoUSEY/00fu4rb8DhfjOM4T6mmEUG2miAYcIiO2+AI0rc1ClHGLPPAN80fXfw/Q+lp982catadC4WpWmak5ubi5VriJ2q9t0/TkI2OYsB33nEcI/GnCIgLGzHNl/nbdxa6BVmYMq5RB7FxzXWe9yoarFaapVaarlhISEUOUqYtc8BL68kb7zCOEfDTh4JJfL0aFDB7MmNhk6y5F1OBUXtvzGddOMmjhxIkJCQmz6mhqWxIw0oJgZZyo+xqrFCXGGUVOtSlMtJycnxyaVq6gfmUYx4lbjeAp5eaOQ33mGUF8zjGIjTfRu8UgulyMgIMCspPAM8EX044P1Ppbyv/0OM4HVkpiRBhQz40zFR2xnGIVC/cg0ihG3GsdTjJc3Con6mmEUG2mid4tHKpUKZ8+eNbuSQvSkgQYfE+JIqxAsjRmhmJliTnzEdIZRKNSPTKMYcatpPMV2eaOQqK8ZRrGRJhpw8IhhGNTU1JhdSUGMR1obV8rhu0oOYHnMCMXMFHPiI5UzjE0rVzX915wcpX5kGsWIW03jKYbLG03lmK0qx1FfM4xiI01OQjeAaOsxYziu/nBcZ3nW4VS06hiCrk8MsUk7mlbK0Vi+fLmgd18lhC/RkwYifetRvY8VncuC57BeNm1PY4byUR/KUSJVmoNu+r4DC1KuIJzHHLQkxxqjfCPEPHSGQ2TEcqS1aaUcqpJD7J0YzzBq6Ktc1fQf5SixB4Yub7zyA7/35DAnxyjfCLEeDTh4pFAoEBUVBYVCYdHzxDCXo2mlHFtUyQGsj5kjo5gZZ0l8xDqXQ1/lqqb/mpuj1I9MoxhxS188jQ38+bwnhzk5ZsvKcdTXDKPYSJPVA47Tp0/jiy++wBtvvIG3334bW7ZswbVr17hsm+TJZDL4+vpCJpNZ9DwxH2nlm7Uxc2QUM+MsiY/RM4yfHhDNXA4+UD8yjWLELUPxDIrtpHd9W9yTQyyorxlGsZEmiwYcVVVVeOONNxAYGIj4+HjMmjULy5Ytw5IlSzBt2jR07twZcXFx+P777/lqr6QolUqcOnUKSqXS4ueK9Ugr35oTM0dFMTPO0vgYPMNog/sBCIn6kWkUI24Ziqd/93D9T7DzHGyM+pphFBtpMnvAkZaWhiFDhiA/Px+ffPIJ0tLSUFpaitraWtTV1aGkpATJycl44YUXsH37dkyePBnV1dV8tl0SrC3bJtYjrfoqeHBdqYNK3VmOYmacJfGR+v0AzK2yoy9vqR+ZRjHilr54SikHLalqZel3J/U1wyg20mNWlar09HRs2LABBw8ehJ+f/rJ1LVu2RMuWLRETE4MZM2bg+vXrWLFiBd566y04ORl/maqqKrz66qvw8fFBVVUV3n33Xbi6uuqsd+PGDXTs2JEd1Z4+fRqxsbEAgM8//xwZGRm4ffs25s+fj169epmza6JmsGrOP0d5PAN8bdYWUxU8qFIHsSfBcZ1x4etfdJaf3/wrOo+7z6a5Zy5rquxQ3hKxMpiDX/8iihy0tqpVU5SDxFGYNeD4888/sX79eos23KFDB7z++uv48ccfMWbMGKPrzp07F+PHj8f48ePx9ddfY8mSJfjggw901tu4cSP27dsHJycnODs7s4ONX375BQcOHMCePXtw584d9O/fHydOnICnp6dFbRYbzVEefR+6CjcXm7YlISEBy5cv16nIkZ+fD7VaTZU6iF1pEeoHyAA0LfMuwGDfXIZyVB/KWyJ2BnMQQMaOP9D7uUds3qbGLMk3fSgHiSH1NbVI+WQ/nL3coLxbh97zHoHCRfvn+vXDp/HX6i1ay9oN7oEH1swAAFQWlGLPlDfBqNQAgIe/WIjWkaG22QEDZAzHd05JTk5GXFyc2evn5eUhIiICt2/fhpubG4qKihAWFoZbt26xRxAA4Pbt2/jXv/6FxMREtGvXTmsbI0eOxOTJk/H0008DAEaPHo3x48dj5syZel+ztrYWtbW17N+5ubno0qULMjMzERra8IbI5XLI5XKo1Wqo1Wp2Xc1ylUqlddMZfcsZhkFdXR08PDx0Tv9pqiuYWn4r9Rp+XbhBZx+ipgxC7LwxUCgUOm2UyWR6l3OxT5o2ymQyKJVKhIeHIzc3FyEhIcjOzjZrnzScnJzAMIzO8rq6Ori6umq9pi33yZy2W7JPhtrO1T7JZDLU1tbCxUV7EGqrfbp58ybat2+P7OxsNn8swXc+qtVq3L17F25ubnBycjI7Jmc3HsLFb47qtPehT59Dm+4dbP4+c9l327Zty+ZtVlYWu7y6uhouLi7sZEwp7ZO+5Vzno0qlYvuSQqEQ7T7l5OSIOifN/Y68sOU3pH56QKd9MrkMY7cthkejgb8Qn73Nea9NfXcyDIP6+nq4ubmZ1XYx7JM5y7l4nzTfeU1/J4h1nyz9jvwrYQvaDuqOdg90x7VDybh9NRdxLzyqtc6pdT8gMLYj3Hy9AACZR1LgF9UWHUY2/P4+8/kh+HdvD7lCDrmTAm1iIky+Lt+suvGfWq3G7t27cfnyZdTX17PLVSoV9u7di9TUVLO3dfToUfj5+cHNzQ0A4O/vD1dXV5w8eRLDht27hnPnzp34/fffERYWxg48vLy8oFKpkJSUhFdffZVdt3PnzkhKSjI44HjzzTexatUqneVpaWkoKChg2xEREYHMzEwUFRWx62iuvbx8+TLKy8vZ5R06dEBAQADOnz+PmpoadnmnTp3g4eGB1NRUrc7Yo0cPuLi4IDk5WasNcXFxqKurQ1paGgCgvkz/PJiM7b8D3f0RP/g+FBcX4/r16+xjPj4+iI6ORl5eHnJyctjlXO1TVFQUfH19kZqairq6OgANg4Samhqz9gloSNz4+HiUl5cjIyODXe7u7o6uXbuiuLgYmZmZguyTNe+TqX3q2bMnb+9T+/bt0bp1a1y4cEGQfWq8vjVskY8Mw0Amk1kUk2ov/cdiTnx9CGPffc7m7zOXfVfzpVtXV4fk5GQoFArExcXh7t27OHfunCT3yVb5qOlLYt6nwsJCNIdYviOjpgzCtZSLqDhx77sAABg1g+Rfj8GjY4BFcdEQQ/9t/N2pUqn0vtcxMTEoLy/HpUuXJLFPjfGdk2FhYcjKypLEPmnWV9bUoa7q7r3nOjvpnLmoLi7Hjd/Oot+iSQCAkH5ROPHeTvR8ZgScPdzY9bpMfUDrTPu5TT+j59MjAAC1FdUouZSDTo/0g2dgS1jrblklbl/Nw93SSsgUMngE+KJVpxA4WXmFjVVnOCZNmoRdu3YhMDBQa64FwzDIy8tjE8kc7777Lr755hucPXuWXda2bVu88cYbmD59uta6KpUKhw8fxpw5c9CnTx/s2LEDRUVFCAgIQEpKCmJiYgA0XBN57Ngx/PKL7qVIgO2O3qhUKqSkpCA+Pl6nDZaMoE++vwvX9p3U2caAlf9Chwdj7eoMh0qlQmpqKmJjY9kbK9l6n8xpu5jOcKjVarb/N65LLtajN03xnY9KpRIpKSmIjY1lj96bE5PqwjL8MOVNvZd0xM4bgy6PD5bM0dSmy/Wd4QCAU6dOITY2ln2ulPZJ33Ku87G+vp7tS87OzqLdJ6mc4TDnO7LwfCYOz/1E5/Eu04ag58yRFsXF1HIxneHQfBf27t1bq/yrmPfJnOVcvE+a77ymvxPEuk+a78jP+j4Hd6d7v5l7PPUQej4zQmtbmYdTkJK4HxO+X8Eu2z5yGQat+TeC4jpDn7rKGvyx8hsMe28WAODK3uNI/u8PUNbUof1Dsej7ykQ4e+jOi9aHYRhkHUlF+nd/oPRyDhi19hegwsUJIf2j0W3aULSOamvWNjWsOsNx8OBB/Prrrxg8eLDOYx9//LFF25LJZOzZDY26ujo4OzvrrKtQKDBq1CgcPnwY3bt3R15eHnsZSeNtGHq+hqurq9ZAqaKiAkBDp2k6wV3TUfW1RZ+myzUfFIYmzpuzPDguUu+AozD1Gjo8GGuwjZYuN3ef9LUxPz8fbdvqdr4WLVogISEBEydO1LuvMplM73K5XG5wua32ydrlxvaJj/dJ82GpUCj0vi7f+2SqKIQpfOej5oi05stFs219Gi/3DvZD9NTBegs3pHx6AOEPxuidyyGGfDRnOdCQt+Hh4ezfdXV1WpfmNc5fKewT3/mo6UOay6mMtV3IfRJ7TjZmKieZerXe5Re/PYqox+7XykFbf/aaWm7Oe2rouxPQzUeNxnlpbtvtKSc133mG+rrY9kmz/KHNLyE4OPhee5x1168uLodrCw/t1/NwQU1xhd62AEDusXSE9o9m/+40th8iRvdB/slLOPHeLhx7Yxs7t8OY6qJy/LnqWzh5uCJ8aE/0eHI4PAJ8Gs5oyGRQVt9FZf5t3L6Wh5MffA+/buGIe/4RyPS8Z/pY9ak0ZMgQdOjQQe9j06ZNs2hbwcHBWqe+AKCyslLrTWkqMjISw4YNQ3Z2Nvr06QNXV1etbdy5c8fo86XGUE3yK3uPo/uM4YJOYDWnUgdV4SBSJaZKcVyypMIO5S8RkhQLOJijuVWuKC+lx8ndBS6ebibXk7toHzBX16sgczJ8V/Xsvy4g7vmx2ttQyBHSPxrDPpyN/f9+D9XF5fDw8zG4jericqQkHkDfVybAJ7yNwfVadQ5Fuwe6o+fTI3DrzDWkJh5E7DzjhaHYNpm1VhNffPEFtm7dqvexDRt0JzgbM2TIEOTk5LCXYeXl5QEA+vTpY/R5np6eiIqKgkwmw5AhQ3DlyhX2satXr2LIkCEWtUPMDN6Tg2mo1iGkhIQEREVFISQkROef5ogEVeEgUmXsfgC2rhTHJUN56+/vT/lLRMUzwBddpztODhrKR8pLx+Dh54P6qhqtZfU1dfDw89a7vqpeidqyKnj46x9M+LQLQGDvTqi6VWb0dbOOnMF9S6YYHWw01aZXBKKnDEL2n+fNWt+qAcfx48exfv16KBQKnX/Lli2zaFtBQUEYOXIkkpKSAACHDx/GvHnz4OrqiqVLlyI/Px8AsGXLFvb/jx07hoEDB8LHpyHAzz33HH788UcADad+c3NzMWnSJGt2jVOaiZiGTuNZwtDdj9O3Jwl2E0AAmDhxItLT05GTk6PzLygoyOLtcRkzR0ExM6658Qk2cN3szd/O6l0uBfryNjs7G3l5ecjOzrY6f+0d5Rq3zI2no+SgsXxszveqvbHnPGwT2xHVReVQ1TdcNlZd3HD1jl90O73rFyRfQWBcJ6PbdHJ3gU9YgNF1oqcMgtzIWRRD3Ft7I3RAV7PWtWrAMXv2bERGRuKTTz7Bl19+yf77/PPP9c7rMCUxMRHbt2/HmjVrkJaWhrVr1+Lu3bvYunUrbty4AQA4dOgQunXrhilTpuDSpUtYsGAB+/wxY8age/fuWLZsGRYvXoytW7fqzAsRiiUT6I0xdJaDUTecVrYnXMXMkVDMjGtOfNhLOpq4uO2ooIN9PlA/Mo1ixC1z4mkoB4U+4MY36muG2WtsPPy8Edw3CrfOXAMA5J+8hMjx90Hu4oTUzw6iuslcjuw/zqPdoG5ayzIPp7DrFZ7LRECP9nDxcjf6uo0LEwDApe//wqXv/0JhWkOFuLNf/IhtI1/DwVkfoSK7yOhzDbFqDoePjw+2b9+O1q1b6zxmyT04NPz8/LBx40ad5Y3Lom7evNnoNhYvXmzx6/JNpVIhLS0NcXFxzZ7EBwBhQ3rqvZ48P/kyAmM7Nnv7YsB1zBwBxcy45sbHM8BX/+RxRhw3IOMK9SPTKEbcMjeehnJQc8BNqvM4jKG+Zpi9x6bvKxOQmngAxRduou5ONWLmjIaqTonMI6kIHdCVvbyKYRhU5BTDJ0z7MqjcExk4+dFuBMV1QnDfKERPHmRxG1I/O4gBy5+Af/dw3Ew6h7SvjqDDiN5o90B3nN/8C+5bOtXibVr1Tr399ts4fvw4Ro8erfNYVVWVNZskZlDd1T+iP7/5V3Qed59oP3Tz8/P1lmY0VmmDEDExNHk8fXsSoiYNFG3ucYHyl4iBIxxws4ShvAQoN6XOzdcL/RdP0Vn+2I7XtP6WyWR4aN1cnfXuX/5Es9sQMSoebe/vCoZhcGbjj2gZEYT7lk6BTC5HSUa2Vdu0asBx/vx5nDx5EqdPn9ZarlKpsH//fp3lhBtSq9ZBFayIvdBc0uhIR1gpf4mYGDzg9vUvoj7gxjVzq1tRbpJmkTdcJpW+/XeUZ93Cgx/MZsvf5p+6jF6zRlm8SasGHH/++SeSkpJw5swZrdNZKpWKndhNGnA5qUlTrePC17o3NBRjtY6EhAQsX75cbzWN/Px8qNVqvY/Z40QwvlHMjOMiPoaOsIox96zVOE7W5q+9o1zjlrnxNHjADfZ1aWNj+mJjLC8Bx8lNykN+BcZE4PuJa1B1qwzRkwciKL4zbp25hnNfH7H6DIdVdxrfu3cvgoOD9c7X+PTTTzF3ru4pHjHLyclB27Ztrb4rqy0VpFzFz/M/1Vne5fHBkvrADQ0NZe+ympOTI3RzSDNwnT9izUd7yT0uUP6Km73m5PktvyH1f/t1lsvkMozfucxhznIYQ7kpPmLJH0uplSrUV9fC1bvhRoS1FdVQKxvupu7eqoXF27OqSlWXLl3Qu3dvvY9FRERYs0m7xDAMysrKYMWYziB7r9bBR8zsHcXMOK7iQ7lHKEbcsjSe3Z4Ygk6P9tPdjh1Wa6S+ZhjFhns39JSYljsp2MEGALh6e8C9VQutwYaqTon85MtmvYZVA46dO3fqLYNVUlKCpUuXWrNJu6RSqZCRkQGVSsXZNjXVOpqylw9cPmJm7yhmxnEVH8o9QjHiljXxjBjdV+9ye7q0EaC+ZgzFhnvurb2RbuGNpKsKy3Bmw0EE9Ohg1vpWDTjeffddXL6sPaI5fvw4YmNjkZqaas0miQXChvTUu1yKH7iaShuaf+Hh4Rg7dizCw8MRHR2NnTt3Ct1EQlj2lHtcaJq/lLOEb4Ymj0v5JoB8oNwklgjo0R7ebf3x45x1uLj1KEov50BZW6+zXk1JBfJOXcKpdT/g5Pu70G36MChczJsObtWk8f/85z9YtmwZ1qxZg86dO+Ptt9/GihUrMHjwYMyaNcuaTRILGPrANbRcjKjSBpEiYz92/LvovxOsPTKWv5SzhE+GJo87Qolqc1BuEmuF9ItCy45BOLPhEFI3HASjZuDs7gondxeo6lVQVt+FWqmCR4Avuk0birjnH2ErV5nDqgHHokWLUFVVhRkzZqC8vBy///471q5di1deeQUFBQXWbNIuyWQyuLu7m30XRnO1CPVrKFmm1v7ELcnIlkw9cmOVNurr61FcXOwQlTa4wFc/sxdcxseef+xYEid9+esI1XEo17hlTTwd5SaA1vY1R8hNykP+ePj54L6lU9H7+bHIO5GBsusFqC2vgsLVGR7+Pgjo0QF+XdpaNNDQMKtK1c2bN/UuLy8vx7PPPotXXnkFcXFxUKlUWL9+Pd5//32LGyIkKVYQ0Fetw54qdVClDemw14o4hiR/sk9vedzh6+ZKZsDPB8pZ8bD3nKwqLMP3jyVoL5QBj+1abhfff1yj3BSW2PJHKGad4bj//vsNXvbCMAwmTZrE/r9MJpPcgIMvarUaxcXF8PPzg9yK0aAxflFtdZbZwxEeTcyI+fjsZ/aA6/hETxqI9G1JACPdM4z6UD8yjWLErWbFs+mZRjsrWER9zTCKjTSZNeB45plnEBQUhE6dOhl9c5VKJTZs2MBZ46ROrVbj+vXraNWqFedJYWiSqtQnr2piRszHZz+zB1zHxzPAFzFzR+ucYUxNPIDwB2MkO+CnfmQaxYhb1sbzTk6x3d8AkPqaYRQbaTJrwDF79mx4e3vD09PT5LpNTxdpznoQbjnK5FVNpY3GWrRogYSEBJr8RgRjr2cYudA4ZylXCR/seS4Vnyg3iZDMGhpu377drMEGAERGRrL/n5mZiZ9++sm6lhGj7P0mZE0rbTT+l5GRgeXLlwvcQuLI7PUMY3Poy1nKVcIHe78nDtcoNwlXqosrUFNSYdVzzTrDMWnSJMydOxevvfaa2RNevv/+e6SkpGDNmjVWNcweyGQy+Pj48HKGx14rdWhitmrVKrz++us6VTXsrdoGF/jsZ/aAj/jY4xnG5sapaXUce8xVyjVuNSeeYUN66i3eYC+Dfi77mr3lJuUh964dSja9EqNG6dV8OLu7oNesURa/hlkDjpCQECxduhRPPPEEfHx8MHToUHTp0gWBgYHw9PREXV0dysvLcePGDZw7dw6HDx/G6NGjkZCQYHrjdkyhUCA6Opq37UdPGqj7gSv75+yHRGliFh0djcmTJ+s8rqm2Qe7hu59JHR/xscdLOpobp4kTJ2pdnmGPuUq5xq3mxNMe7kdlDJd9zd5yk/KQe5e+/wslGdns3zKZTl0UlpuvJ38DDgBo27Ytjh49iq+//hrr169HSkqK1uiSYRh4eXnh0UcfxVdffYWuXbta3Bh7o1arkZeXh+DgYP4mNtlZpQ6bxMzOUMyM4yM+9niGkfqRaRQjbjUnnvZwPypjqK8ZRrHhXuRjA+AV3AoBPdpDJpPh2BvbENQnEu0Gdde6k3jOXxehqtO9A7k5LHqn5HI5nnzySSQnJyMvLw+HDh3CN998g127duHEiRMoLS3F5s2babDxD7VajZycHKjVal62b6xSh1TxHTN7RDEzjq/4RE8a2HAYqInGR4mkhPqRaRQjbjUnnp4BvoiZM1pnecqn++1iHiP1NcMoNtwLf7AXWke1ZU8kOHu4of2DMVqDDQAI7heF1M8OWvUaVg8NAwMD8dBDD+Hxxx/HuHHjEB8fDycnq25cTqxk7xPHjdFU29D8i46Oxs6dO4VuFnEgmvK4TdnLDx6uNM5VylPCJX3V4sBI+6CbLdH3KNFQODvBydWZ/ftueSX03Rc88/Bp1JRYN/eHzkVJmCNW6jBUvYoqbhAh0A8ew6gyDuGbIx90aw76HiWmhA7oioPPfIhLu48h9+90XD98Gsfe2Ibjb+9A2JAeVm2TBhw8ksvl8Pf35/Uaw+hJA3UXSnjiuKmYJSQkICoqCiEhIew/zbpSrbjRXLboZ1LGZ3zs6QcP13Fqmqv2kKeUa9xqbjzt+aAbn31N6t+jlIf8a/9gDLo/ORzp247i10Vf4K+Erbj+02l0GNkbfV56zKpt0jVQPJLL5YiIiOD/hexo4ripmDWttgFIv+JGc9msn0kUn/Gxp8njXMfJ3irjAJRrXOMintGTBiJ9W5JOSR2pTx7ns69J/XuU8tA22g3qjnaDuqP8xi0oa+rQIsQPLi3crd4e58PDpKQkrjcpWWq1GteuXeN1YpO9TRy3RczsDcXMOL7jYy9nGakfmUYx4hYX8TQ0lyo18YDkzjI2Rn3NMIqNbTBqNa7/mIxLu48h8+dUFJ3Patb2rDrDUVlZia+++goZGRm4e/cu+6arVCokJSUhK6t5jbIXarUaRUVFCAsL4+3Un73dD8AWMbM3FDPjbBIfnRyU3g2pqB+ZRjHiFlfx1DeXSopnGRujvmYYxYZ/1cUV+OWlz1CWeQtyhRyuvp64vPsvtIoMxdB3Z8LFy/IzHVYNOB5++GEkJyeje/fucHd317ofR0WFdbc8J9axp0s6CJEivWcZGco/QmzF0N3F7eWu44TY2qmPdsO7XQAGLH8CLTsGs7/zs/88jzMbDlk1j8OqoeGZM2fw+++/48SJEzh69Ch+++039t+GDRus2SRpBnu7H4C1qMQfEQJ7A7ImHC3/zEVlcgnX7P2u47ZE+UkAQFWnxANrZqBVpxCtkwpt7+9m9Ql8qwYcs2fPNngaKzY21uLtVVVVYd68eViyZAnmz5+P2tpanXW+/fZbyGQyrX+TJk1iH79x4wacnZ3Zx1JSUixuB9fkcjlCQ0N5P+VnT9ewWhMzRy/xZ6t+JlV8x8fQDcikln98x8keyuRSrnGLq3ja46Df1n1NSvnpKHmYf+oyDs76GJX5pQbXyf7zPE5++D3+fvs75J+6rPXYlb3HkfzfvTj2xjaUXrGsIIBPeIDe5ao6JUovW1dcwKxLqn7//Xetv0ePHo1169bhySef1HrD1Wo1vvjiC2zevNmiRsydOxfjx4/H+PHj8fXXX2PJkiX44IMPtNZJTk7G3r174e/vDwDYsmUL4uPj2cc3btyIffv2wcnJCc7OzlYNfLimSQpbsJdrWK2JWUJCApYvX65Vzi8/Px9qtVoSJf6ay5b9TIpsER97yD++49Q0T6WYo5Rr3OIqnppBf+r/9mstT008gPAHYySTg43Zuq9JKT8dIQ/v3q5EfU0tStJvGlyn/MYtnNt0BKM2LACjZnBo1kcYEv4MPPx9kJ98GTl/X8SQN59GffVdHHr2vxi1YT6c3V3Nen25QoFLu4+h3QPd4eLphprbd3Ar9RoydvwB34ggq/bJrAHH3LlzkZGRoXPXwa+//lpnXZlMZtGAIy8vDzt27GAvxRo1ahTmzJmDVatWsSNuAHj55Ze1OlhCQgJWrVoFALh9+zZOnz6NWbNmoV27dma/Nt9UKhUuX76Mzp07Q6FQ8PpaeiePS7BSjjUxk3qJv+ayZT+TIlvEhz3CqpZuaU6+42QPZXIp17jFZTztYdDfmK37mpTy0xHy0K2lF9re39XoOunf/YHgvlENV/YoZPDrGoZLu48hZvYoXNxyFGFDewIAnD3c4BXYEllHUtHpkX5mvX6Ppx/CsTVbcfKD79kr9hkGCIrvhPgF46zaJ7MHHP7+/ujTp4/RU1hKpRLvvfeeRQ04evQo/Pz84ObmBgDw9/eHq6srTp48iWHDhrHrNR5slJeXg2EYtGzZEgCwc+dO/P777wgLC8O//vUvJCYmwsvLy+Br1tbWal22pRnBK5VKKJVKAA0jaLlcDrVarVV6TbNcpVJpDcD0LVepVCgrKwPDMOx2NTRJolKpzFru5OQEhmG0lstkMigUCqjVaqiabP+fNaDieJ80bZTJZLzsk0qlQnl5uc5rNt5XfW1vuryxxu0UYp8Mtd3SfTLUdrVajfLyciiVSkH2qen2LcV3PiqVSpSVlUGpVEIul/MSE9dWXuj17Cic+fSg1nqpiQfQbkgPtAhq3ez3me++C4CNk2b7fPddDankY+O+JJPJRPO52bTtYs9JPr4jjQ36A3p14KX/8vlea74L1Wq1Wd+FXO9TY0qlUlQ5qfnOM/f9EDonNdtX1tShruruve05O0HhYvhnuMzEJWMFp6+g67Sh7N/ebf1x82ga1Co1bp25hi5PDGYfa9HWH7fOXDd7wKFwdsLAVdPR7d8PoiDlKgDAL7od/LuFmfV8fcwacDz55JNQqVTw8fEBAGRmZqJ9+/Y66509exarV6+2qAG5ublo1aqV1jIvLy/k5eUZfM6BAwcwevS9a6ZnzZqFp59+GocPH8acOXPw1FNPYceOHQaf/+abb7JnRxpLS0tDQUEBgIaBT0REBDIzM1FUVMSuo5lMdfnyZZSXl7PLO3TogICAAJw/fx41NTUAoPUhmpqaqtUZe/ToARcXFyQnJ2u1IS4uDnV1dUhLS2OXKRQKxMfHo7y8HBkZGexyd3d39OzZE8XFxTj/63G9lXKSfz0Gj44BnO0TAERFRcHX15eXfXJ1bTjdV1JSghs3brDLfXx8EB0djby8POTk5LDLDe2Tpl1KpVKrPULsU+P36fr161bvk6H3KSys4QPg4sWLWj8SbLVPjde3Bt/5WF1djbKyMqSkpCA6Opq3mKhcdH/kMWoGF0+cQd9xw5r9PvPdd2NiYqBUKpGSksJOEuSz79bV3ZvQK5V8LCwsZPtS27ZtRfO52XSfCgsL0RxS/Y6MnjEU6f/3i9b6qYkH0KJXW+RV3LvzOFefvXy+15of/RUVFbhy5Qq7nO/vE80+1dfXA2jI0+TkZFHlZOvWrQE0zN0tKSkxe5+EyknN+oenfwB3p3uXNPV46iH0fGYErFVdXAHXFh7s304erqgurkBdRTVUdUq4et97zNndBWXXDP+uNqRlRBBaNrmEquRSDlpHWn5Jm4zRd7jJhHnz5uF///ufzvLs7GysXLkSX3zxhdnbeu+997Bjxw6cOHGCXdamTRt8/PHHmDp1qt7nTJ06Fe+//z5CQkJ0Hrt06RK6d++OrKwsBAcH631+06M3ubm56NKlCzIzM9kzKVwdvUlJSdGaa6LB9Qi6sqAUP0x9S+foTq85DyN66gOc7ZOmjXye4UhNTUVsbKzWURZLj96Eh4cjNzcXcrkcQUH3kqVFixZISEjA+PHjJXFE1dwzHCkpKYiJidE6vWyrfbp58ybat2+P7Oxsq66r5TsfNT+iY2Nj4eLiwltMaorKsWfKm3pzsPu0YaI+mqpx6tQpxMbGsuvw2Xf15WiLFi2wcuVKTJ48WZT5WF9fz/YlZ2dn0XxuNm17Tk6OqHOSr+/I/NNXcGRBos62Hvx4Dvx73jtIKpUzHKmpqejdu7dWlSBbneHQXFKlLz8nTJhg1T4B3J3h0ORh498JYvoto+87MvPyNa3fpabOcADA5vtfxvgdr8ErqJXOY1uHL8Gg1f9GSP9oAMCl3ceQseN3jPjf89gx5nWM/WYRfMLbAABS/rcft6/mYdgHs/W+Tvp3v8O3fSCC4jsDANK++rnhGqomGLUaOX+lY/SXC422Wx+z78Nx/vx57N69GwzDIDk5We+ZjMuXL+PQoUMWDTiCg4O1RqJAw40FDQ0W6urqUFxcrHewAQCRkZEYNmwYsrOzDW7D1dWVPZIO3Lt3iJOTE5yctEOi7/QicK/jGVsul8sRERFhcBua1zR3uUwm07tcLpfDO9hP76S5sxsOocNDvbWuYW3OPlnbdkPLm+6TXC5Hhw4d4OTkpLeNhtredHnTihuNLV++XGfOhzVtN7Tc2PvUnH3SaPp+qNVqdOjQgf0B1Jy2G1pubJ8MbcdcfOejTCZDREQEW8VOs219mhOTFkGtTeZgc95nU8ubu09qtZqNU9P28NF3DeXoypUrMWXKFE72CeA2H52dnXViJIbPzaZtF3tONn4ul9+R3m399V5WVXopB0G9O+ms39zPXlPLm/Nea74LFQoFJ7ln6T6Zk5+G2m5qeXNzUvOdZ+h3gthyUrPcyd0FLp5uerdpDffW3lqXaCmr78LdzweuPp6QuzihrvLeY/XVtXD38za4res/JiOoTyQ74ChKy8Sts9fh6uMJmeJejBmVGjUl1t1vz+xPpW7duqGqqgpTp05FSUmJ1qk5oCHYnp6eeOeddyxqwJAhQzB79mzU1dXBxcWFvZSqT58+etf/5ZdftOZ26OPp6YmoqCiL2sEHuVyOgAD9pcX4YA+T5riKmSNVrrJ1P5MaW8ZHyjlo634kpao4GpRr3OI6nvZUrUrovibm/BQ6NmIRFNep4caz/6jIKUFgbEfIZDIExnTEnZwids7FndxidBjR2+C2Rn/5ktbfkRPvR6/Zo9Baz3fa5T1/W9Vei4oY9+3bF7///juee+45ZGZmav27fv06zp07h2eeecaiBgQFBWHkyJFISkoCABw+fBjz5s2Dq6srli5divz8fK319+zZg/Hjx2st27JlC7vesWPHMHDgQHa+iZBUKhXOnj2r99IFPthDLXKuYjZx4kSkp6cjJyeH/df40ip7Yut+JjW2jI+Uc9DW/ahpjkohPynXuMVHPI0N+qVE6L4m5vwUOja2orn8q/FlYBe+/RVl1xvmUXV6tD977w21UoWS9Jvo9EhfAEDkYwOQe6JhTkld1V1UF5UjbEhPs1/b2d0VTm4ueh/rPK6/5TsDCwccANC2bVusXbuW/bukpASVlZVWvbhGYmIitm/fjjVr1iAtLQ1r167F3bt3sXXrVq2JwwzD4MqVKzpnLw4dOoRu3bphypQpuHTpEhYsWNCs9nCFYRjU1NTorcrCB3u4AZmtY2YPKGbG2TI+Us5B6kemUYy4xUc8pTzob4z6mmGOEJv66lr2TML1Q8m4W9bwOzvrl7Mov3ELANCqUwgiHo7H6fV7kbx+L+LmPwr31g2XTYUO6IKWHYKQuuEQUj89gIErp0Hh6mz26/+25Etc3J7E6T5ZdaFnbW0tXn/9dXz++efstZ3dunXDihUrtCYTmcvPzw8bN27UWZ6Zman1t0wmw6+//qqznqU3GrRnUr6kgxB7QDlIiHDs6bIq4ricPVwROf4+RI6/T2t508naHUfrn34AAN2mG59+YEynMX0RqGfeEwDk/HURoQO6WLxNqwYczz77LL755hvcf//9GDp0KAICApCfn4/XXnsNt2/fxsyZM63ZLOGAvdwAkE/5+flspRVN1SpDk8gJsZQ93ARQSJSfpLlo0M8fyk/H4OzljnNfH0F+8hW4eN2b6K6qUyLzSKrtBhx79+7FW2+9hUWLFmktf/311zF9+nQacPxDoVAgKirKYGUE29E9vSxWfMbMUNUNY1WrpEA8/UycbB0fqR5hFbofSSE/hY6RveErnvYw6BdbXxNTfootNvaoKC0TpZdzUV1Yrn2JoppBdXG54ScaYdWAo2fPnnorRTk5OSE6OlprWXl5uSgmcAtBJpPB19fXpq95J6dY7w0ApXJkh8+YibnqRnMI0c+kRIj4SPEIq9D9SAr5KXSM7A1f8ZTqoL8xsfU1MeWn2GJjjzo/NgA9nhkB/666dxbP2PWnVdu0eNI4AGzduhUHDhzQulMswzBIS0tDWVkZu0ylUuGDDz6wqmH2QKlU4tSpUzo3leGT3glzErqkis+YibnqRnMI0c+kREx5qDBQ9UMMhO5HUshPoWNkb/iMp9SrVYmtr4kpP8UWG3sUOqALfNu3YSti1d2pYQufNJ1XYi6rBhzx8fFYtWoV3N3doVAooFAo4OTkhJiYGHz00UfsMhcXF6xZs8aqhtkLW5dt8wzwRb9Fk3Suoso7ecmm7WgOey91xweKmXFC5aGs8aCDAX6csw5X9p+waVssQf3INIoRt/iKpxQH/U1RXzOMYsOv4gs3sXvym0j+7w8AAGcvNxSmZeLEe7ugqrcu9lZdUjVr1izcvn0bMTEx7J179amvr8c333xjVcOI9YL7REJr5jgDnHhnB4L7REriVDIh9qDTmL7w7RCEH59dB2jKN6oZykVCbEAz6D/xzg4w6nvfhT/OWYd+iyah05i+wjaQEBFLXrcHbQd2hZNrwwBdJpOh/YMxKM+6hZMffI/7lujebd4UqwYcc+bMAQAEBgaaXLfpnA7Cv4Z5HNoTOcR+/biQGlfdAKjyBuGO6m4d5WIzafKT8pJYigb9/KOqVfbJxcsd/f8zGee/0b4VhauPJy7t+hOwYsBh1SVVnp6eWLFiBWbMmAGg4eZ/77zzjt57ZAwYMMCal7ALCoUCPXr0sHklBSnP47BlzJpW3dD8y8jIwPLly3l/fa4I1c+kQsj4SOmyDrH1o6b5KYa8FFuMpM4W8TQ26Bczsfc1fd+ftspRscfGHvi01z2hUF9Tiyt7j8PZy92qbVo14FiwYAF++OEHVFdXAwBat26NRYsW4ZNPPsG3335rVUPslYuL7X9YSH0eh61ilpCQgKioKISEhLD/5PKGlBBTZRxzCNHPpESo+EhtLoeY+lHj/BRTXoopRvaA73hK+c7jYu5rTb8/bZ2jYo6NPfDvHo6MXX+itrwKxRdv4tLuY9g/432UZ91CdytvKGjVgCM1NRWXLl1CXFyc1vKHHnoIr7/+ulUNsUcqlQrJycmCTG66N4/jH//M49BUGRArW8asadUNoStvWEvIfiYFQsen05i+GJE4H5Bp1zIXWz4KHaemGuenWPJSbDGSOlvEU1Mit6nUxAOiyr+mxN7XhKxaJfbY2IOwwT3QMiIIpZdz8dt/vkDqZwfg3roFBr/5FDqN7WfVNq2aw3HffffprYH8xx9/oLCw0KqGEG7RPA5CxIPmchAiHCneF4cQobXpFYHhH0dwtj2rznAEBAQgPz+frVBVVlaGV199FVu2bMH48eM5axyxnpRPIxNibygfCRGOlOZSESKU8puFOPHeLvy66Auc/t8+q+8obohVA47//Oc/ePPNN/Hpp5+iS5cuCA4Oxvvvv4/x48fjv//9L6cNJNaR6mlksdBU3ggNDUV0dDR27twpdJOIhFE+coPyklhDanOppIxyVJpKr+Ti0KyPcfmHv5H7dzoubk3C/hnvcTrosOqSKjc3N6xbtw6vvPIKLly4gNraWnTp0gWdO3fmrGH2QKFQIC4uTrBKClI8jSx0zJpW3tBYvny5aEv9CR0zsRNLfMSej2KJkz5iyUsxx0iKbBlPqZXIlVpfs2WOSi02UnD2i5/gExaAHk89hBYhfriTV4K0/zuMi1uTEPfCWE5ew+IzHAzD4PTp09i9ezeSk5MRFBSERx99lAYbBtTV1Qn22lItjytkzISuvGEtIWMmBWKIjxQu6xBDnPQRU16KNUZSZct4Sq1ErpT6mq1zVEqxkYI7uSUYvm4uQvpHw7udP0L6RWHYB7NRw+EZDosGHB988AHatm2LPn36YOLEiZg0aRJ69+6N8PBwbNy4kbNG2QuVSoW0tDTBKilIsTyu0DETsvKGtYSOmdiJJT5iv6xDLHHSRyx5KeYYSZGt4ymFQb+G1PqaLXNUarGRAq+glnBqkgcunm7wbhegs+6NX89a9RpmX1I1depUfPfdd/D398fkyZMRFhYGmUyGmzdv4rfffsOzzz6LCxcu4MMPP7SqIYQf98rj/nNU55/yuGI8hUyIvZPaZR2E2BPNoP/EOzvAqO99J/44Zx36LZqETmP6CttAQgRSdr0AVw+c1DkDWJZZgKuNDogpa+tx7cBJhA3tafFrmDXg2LJlC3bu3Ik333wTCxcu1LnhilKpxPr167Fo0SKMHTsWQ4YMsbghhB9UHpcQcaESuYQIhwb9hOiqulWGv9/6Tu9jN5POaf0t0y24aBazBhybN2/G+++/jwULFujfiJMTXnzxRXh7eyMxMZEGHI0IPamJPYWsbvQDR6SnkDWEjpk+msobGi1atEBCQoJoJpKLMWZiIqb4iDknxRQnczTOS1vlpNRiJHZCxFMqg3576Gt85ag9xEZMwh/shR4zhkPh5mx0PdXdeqRt+tmq15AxTJOs06Nfv344fvy4WRt86KGHcPjwYasaI5ScnBy0bdsW2dnZWj8q7cWV/Se0TyEDgFxGp5DNEB0djYyMDL2PRUVFIT093cYtEh+u88fe8xGgnGwuQ3lJOdmActK4qsIyfD9xjc6gf+RnC+DfpZ1wDbMjlKP3SCF/is5nwb9bOOfrNmbWpPH27dubvcHwcMsbYa8YhkFZWRnMGNPxqtOYvhiROF/7PNg/p5DFdg8AscRMo2nlDaEr5OgjtpiJjRjjI8acFGOcDBGqapWUYiQFQsVT7AUcAOn3NT5zVOqxESNLBhDWDDYAMwccd+/eNXuD1dXVVjXEHqlUKmRkZIiikoJUygGKKWaAbuUNMVauElvMxEas8RFbToo1TvoIVbVKSjGSAiHjKcZBf2NS72t85qjUY+OozJrDcerUKfzf//2fWaNJcy+9Iral77pxmVwm+ntyEGKvKCcJEZZU5nIQYg/MGnDk5eXhmWeeMWuDMmunrxNe6ZQDlAG95oymD1VCBNI0J2VyGXrNGc2e4aDcJIRfYi7gQIi9MWvA8fjjj2PZsmXw8PAwul5VVRUSEhI4aZg9kMlkcHd3F80grNOYvqirqEbKpwcAhkFq4gG4enuIapKq2GJmjFgqV0kpZkIQc3w6jemL4D6RuJNTjJKMbKQkHmj48SPABHIxx8lcfOekPcRITISOp5jvyyF0bPjCRdUqe42NvTOrStXff/+N/v37m7VBS9YVCylUEOCCvsocMrkM43cuo6OpFqDKVdqoIk7zUW42D+WkNspJyxRdvKl9Xw5Q/nHNkatWWZs/+acuI3XDIQxaPR1eQa10Hq+vqcXxt3cg99hFeAW3Rt9XJsK/Wxj7eGVBKfZMeROMSg0AePiLhWgdKVz+mjVp3JIBhNQGG3xSq9UoLCyEWq0WuikA/rkJoFo8k1T1EVvM9BFb5SopxExIUoiPGHJTCnEyxFY5KeUYiZFY4im2Ag6AeGLDFS6rVtlbbPS5e7sS9TW1KEm/aXCdjO/+QHDfKAxfNxeegS1xdMmXqK+pZR+/uu8Ehrz9DB788Fk89N95gg42ADMHHLZw5MgR9O3bF1lZWQbX2bt3L1544QXMmjULR44c0Xrs888/x8svv4ynn34aZ86c4bexZlKr1bh+/bpokoK9XrUxGUQ1SVVsMdNHbJWrpBAzIUkhPoZy05bXkkshTobYKielHCMxEks89eWf0AUcxBIbrnBZtcreYqOPW0svtL2/q9F1/LuHI2JUHFpHtcWA5U+g7k4NyrNuAQBqK6pRcikHvuFtEBTfGW1iImzRbKNEMeAoKipCZWUlTp48aXCdjIwMrFmzBuvWrUNiYiIWLVqE3NxcAMAvv/yCAwcO4P3338fHH3+MadOmoaqqylbNlwzN9apo8rsm7+QlYRpECAEgjfsCEGKvdPJPBkRNeUDYRhG7o6ypQ13VXfafqk5pdH2Z3PhP9MDYjuz/u3i6wcnDFR7+PgCAm0fTUHj2Or6fuAZ/rv4W9dW1hjZjM6IYcPj7+2Ps2LFG1/noo48wcuRIyGQyKBQK9O/fH59++ikA4N1332Wf36JFC4SFhWHr1q28t1uKgvtEQmvEwUA0dccJcWRivy8AIfas05i+GL9zGbo8PhiADOlbj+L7iWtowE84c3j6B9g+4jX23/nNv3C27YrsIgT0aA8Pv4YBR6ex/TDlx7UY+u5MFJ7NxLE3tnH2WtYyq0qVLchNjOR+/fVX/Oc//2H/7ty5M3bu3AmVSoWkpCS8+uqrWo8lJSVh5syZerdVW1uL2tp7oz3NNYRKpRJKpZJtj1wuh1qt1jptp1muUqm07kuib7larYa3tzdkMhm7XQ2FQgEAOjeuMbTcyckJDMNoLdcMvpq20dByuVzecE2qgWtV3Vq3MLlPmjbytU9qtRo+Pj5gGEZr+8b2qbnvE5f7pK9KzqpVqzB58mSL3idL9olhGPj4+ECtVmu1n8/3qXHbm27fUnzno1qtRosWLaBWq8EwjKjysek+1VXV6M3Pshu34O7nzWvflclk8Pb21npPudinxsttnY+AblWc5uajpi+p1WpB9smcvif2nBTrdySjVuPi9qR7OfjPgD8orhO8AlvZ9L3WfBcCMOu7UCo5qXmfNPR9Z65cuRITJkww/D79853X9HeC0Ptk6jvyoc0vITg4+N72nLn7CX5p9zH0fl77wL1cIUdI/2gM+3A29v/7PVQXl7MDEiGIZsBhSm5uLlq1ujdL38vLC3l5eSgtLcXdu3d1HktLSzO4rTfffBOrVq3SWZ6WloaCggIADWddIiIikJmZiaKiInad0NBQhIaG4vLlyygvL2eXd+jQAQEBATh//jxqamrY5VFRUVAoFDh16pRWZ+zRowdcXFyQnJys1Ya4uDjU1dVptV+hUCA+Ph7l5eVaVR7c3d3Rs2dPFBcX4/r16+xyHx8fREdHIy8vDzk5Oexyf39/BIb6NRxBbfyj5p9rVS3ZJ19fX6SmpvK2T4WFhWbvE1fvU3P2ycmpIZXUajV7qZ/G4sWLMXnyZIveJ0v3KTo6GmfPnrX5+1RcXGw018xhq3xMSUmxWUysfZ/ry6p181Mmw/WSXDgXt+Q9H4ODg5GSksLpPln6PnG1T87OzgB0c5KLfExJSRFkn8zte4WFhWgOR/2OdCmu01u8IfPsJXQP7C/Ie11WVsb55wwgTE42fp+MfWf+5z//QVhYmNF9io6OxrVr10S1T6a+I53cXeDi6QauFaRcRUD3cHgbmHPk0y4Agb07oepWmaADDrPK4tqKTCZDZmYmwsPDdR7z8vLCjh07MGrUKADAp59+io8//hh//vkn/P39cfHiRURHRwNo6Kxnz57Fjz/+qPd1mh69yc3NRZcuXZCZmcmOtLk6enPr1i2EhIToTG4S8ojq5b3HcfK9newNAKMmP4AuUwaJ4gwHwzC4desWAgMDtdYV+9GbXbt2YeXKlVoVN/Lz86FWqxESEoKcnBzejkgBQEFBAdq0aaNVl9xWR29u3ryJ9u3bW10yk+98VKlUKCgoQGBgIJydnUVzNNXQPl0/mNwkPwcicsL98ApsxWs+yuVy5Obmok2bNuwZZykfTW2ak1zko1KpZPuSk5OTKI+mqtVq5OTkiDonxfodebe4Arsnv6FTnnrcd0sFOcNRWFiIoKAgrW1LOSeBe+/Td999Z/Q7Mysry+A+AWDzsDGh94mP78jN97+M8Tte01sWFwAqcoqRf+oyIsffZ3Q7Scs2of/iyXDxcrfo9bkkmTMcwcHBWiPWO3fuIDg4GK1bt4arq6vexwxxdXWFq6sr+3dFRQWAhk6jGXVraDpqU5qOZ2y5UqlEbm4ugoKCdLarYclymUymd7mhNhpa3nlsP4T0i0LGjj9wcVsSMrYnIWPH7wZvdGRoX/nYJ6VSiZycHPYL3dx9as77ZG3bGy+fMmUKpkyZovVYaGio1pEbS9tu7j6Zihnffc/QdszFdz4yDIO8vDwEBwezAzIx5WPT5br5+QcydvzJ5idf+Wjs84qvvmtqeXP2qWlOcpWPmr6kWceW+6Rhqu+JPSc1xPYd6RXYSutGgDK5DL3mjEZlXilkcrnBe3Lw8V5z/V0ohpzUkMlkJr8zGz+vadtNxUZsOWltPmoGR40HSRe+/RUh/bvAt0MgqovKcWnnn4ieMgiV+aWoq7yLovNZiBx/HzIPp6BNbEd4+Hmj8FwmAnq0F3SwAUhowDFs2DBcuXKF/fvq1asYMmQIZDIZhgwZgitXrqBfv37sY9OnTxeqqZKh71rV4D6RdKMjQkSA8pMQ2+s0pi+C+0TiTk4xSjKykZJ4oOGMh1wm+N3HieOor67F9Z9OAwCuH0pG5IQBcPP1QtYvZ+EV3Bruft44/ML/cCenGBk7/2CfN3DVNABA7okMnPxoN4LiOiG4bxSiJw8SZD8aE82AQ99I7p133sHo0aPRtWtXPPvss5g/fz6WL18OpVKJkydPYvXq1QCA5557Dlu3bsX06dNRUVGB3NxcTJo0SZD9kApjNxqjHzSECIvykxDhaHLs5xcT7+UhDfqJDTl7uCJy/H06l0qN/nIh+//jti0x+Pz7lz/BW9usJYqyuJWVlUhMTAQAbNq0CcXFDXf33L59O3vL+169euGpp57CK6+8gpdeegkffvghe/3emDFj0L17dyxbtgyLFy/G1q1b4ebG/cQcS8nlcvj7++s9jSk0Md7oCBB3zKylqcKh+RcdHY2dO3dytn17jBmXpBgfIfJTinGyRtN8tCQnHSVGtiLmeBob9NuCmGPDt8Y5qi83HTk2UiaqSeNCycnJQdu2ba2eYCdVV/af0LlW1S+qLVqE+tERHA5ER0drVa1oLCoqih1MSx3X+eOo+dgU5Se3jOUjQDlpy+1JQVVhGb6fuEZnAvn4ncso/3hiKEelnpuOmD/6iOaSKnukVquRmZmJ9u3bi3IkLsZrVcUeM0skJCRg+fLleqtwNF7WXPYUMz5INT62zk+pxslc+vIRsCwn7T1GtibmeGruPq4Z9Nv67uNijg1fmuaoodx0xNjYA3qneKRWq1FUVKRTzk1MPAN80SLU796PGUDQuxtLIWbmmjhxItLT05GTk8P+CwoK4vx17ClmfJByfGyZn1KOkzn05aOlOWnvMbI1scdTyLuPiz02fGiao4Zy0xFjYw9owEEEv1aVEGIY5SchwtJXMU6IA3KESBkNOIhoJ5ATQig/CRESDfgJ4QYNOHgkl8sRGhoq+msMNdeqyjQ/amx8rWpjUolZc3FZucpRYmYtqcenaX7K5DL0XTSJ84mrUo9Tc5mTk44eI65JIZ5CDfilEBtbaZqb3bt3x9mzZyk2EkNVqkAVBDSqCsvYuxuDoRsd8cEeK1dRRRzbqCosw52cYijcXKC6W0fVqjhCOWn77UkNVYwThr3kpqPnjwYND3mkUqmQnp4OlUoldFPMJvS1qlKMmSUSEhIQFRWFkJAQ9p/mKI21lavsPWbNZS/x8QzwxZ28Evw4Zx1+nv8p55NX7SVOlrIkJx01RnyRSjw1k8eHr5uLmDmjkZp4gJccbEwqseGTsdy8ffu2Q8dGimjAwSOGYVBeXg6pnEQSw7WqUouZpfioXGXvMWsue4lPVWEZjr+zg7dqVfYSJ0tZkpOOGiO+SCmetq7oKKXY8MVYbqrVaoeOjRTRgIOwaHIqIeIlhgMChDgyykFCrEcDDsKy1eRUQojl6IAAIcKiHCTEejTg4JFcLkeHDh0kVUmh8bWq43cuQ3CfSBSkXLXZPA4pxowrTStxmFu9ypFjZg57iY++AwK95ozGnZxiTvLTXuLEJX3VcS5cuEAx4ojU+pwtD8pJLTa2VlJSgvDwcM6qPRL+OQndAHsml8sREBAgdDMs5hngC88AX1zZf+LeNeM2qlgl1Zg1R4sWLQA0XJOam5ur8/jy5csxceJEg893xJhZwp7i02lMXwT3icSdnGKUZGTfu56cg/y0pzg1l7GcfO+99/DMM88I0Sy7I8U+1zgHNWc2ClKucl6xSoqxsYXmfl8S4dDQmUcqlQpnz56VZCUFvieoGiLlmFlLXyUOS6pXOWLMLGFv8eFr8qq9xak5jFXHKS0tpRhxRKp9zjPAF4GxHZF38hK+n7iGt6pxUowN3zS5GRAQwGm1R8I/GnDwiGEY1NTUSLKSglCT46QcM2vpq8RhSfUqR4yZJewxPnzkpz3GyVrGquMwDEMx4oiU+5wtqsZJNTZ8mjhxIs6dO4cffvgBWVlZnFV7JPyjAQfRiybHESJelJ+ECIsqVhFiGRpwEL2oYhUh4kX5SYiwaNBPiGVo0jiPFAoFoqKioFAohG6KVWw1Oa4xqceMD5pKORotWrRAQkICOzGOYmacvcanaX56BviiqrBM629L2GucuKapjtNY05wk5pFyn9MM+k+8swOMmuF80C/l2PDNWGxMfV8S4dCAg0cymQy+vr5CN6NZbF2xyh5ixhVj1TgaV+KgmBlnz/HR5CeAZueoPceJC1Qdh3tS73N8HpSTemz4pC825n5fEuHQJVU8UiqVOHXqFJRKpdBNaRZbVqyyl5hxwVilnMaVOChmxjlCfLjIUUeIU3NQdRzu2UOf46tilT3Ehi/6YmPu9yURDg04eGYPJe1sPTnOHmLGBWOVcpqimBln7/HhKkftPU7NQdVx+GEPfY6vg3L2EBu+NI2NJd+XRBg04CAm0eQ4QsSNcpQQ4VDFKkJMowEHMYkq4hAibpSjhAiHBvyEmEaTxnmkUCjQo0cPu6gyYauKVfYUMz41rcTh5eWFhIQETJo0ScBWiZOj9Cl9Vass4Shxag5jMaLqOJazlz7HR8Uqe4kNHyyNDeWmONCAg2cuLi5CN4EztqpYZU8x45qxShwrVqygAYcBjtKnGletsqZErqPEqTmaxoiq4zSPvfQ5rstUA/YTGz6YExup52b+qctI3XAIg1ZPh1dQK73r1FfX4vsJCai7UwMAeGDtDLR7oAcAIPvP88g/dRmqOiXCh/ZCUHxnm7VdH7qkikcqlQrJycl2NfGL74pV9hgzLlElDss5Yp+6sv+ExRVzHDFOltIXI8pJ69lbn9NUrNIcmGtO1Sp7iw2XzI2NlHPz7u1K1NfUoiT9ptH1rh44iX6vTsKDHz6LBz98FqH3dwMAlN+4hXObjiD+xfHo+8pEpHy6H9VF5bZoukE04CAWoclxwqJKHMQUW5axJpSTRBfloDhIOTfdWnqh7f1dja6jVqqQe+wifDsGISi+M4LiO0OuaPhZn/7dHwjuGwWZTAa5Qg6/rmG4tPuYLZpuEA04iEVochwh4kYHBQgRFuUg0UdZU4e6qrvsP1Wd8XusyOTGf6Lnn7qM4os3sfeJt3Hkpc9Qc/veWZuC01fgGdiS/du7rT8Kz1xr3g40k2gGHEeOHEHfvn2RlZWl9/Gqqio88cQT8Pb2Rq9evXD8+HGtx2/cuAFnZ2fIZDLIZDKkpKTYoNWOh6rhECJudFCAEGFRDhJ9Dk//ANtHvMb+O7/5l2ZtL6R/NKb+tBYjPn0eNSV38NuiL8Go1QCA6uIKuLbwYNd18nBFdXFFs16vuUQxabyoqAiVlZU4efKkwXU++ugjjBw5Ei+//DJWr16NRx99FNevX4enpycAYOPGjdi3bx+cnJzg7OyM2NhYWzXfIIVCgbi4OLurMtHcajjG2GvMbKFpJQ6AqnEAjtenrK2Y42hxsoalMaKcNM5e+xwXVavsNTZc4CI2QlSuemjzSwgODmb/Vjhz8xM8oHt7DP9oDvZOextFF24goHt7yGSAwuXe9tX1KsidhD3HIIoBh7+/P8aOHWt0nfvuuw9DhgwBAGzevBl+fn64ePEi4uPjcfv2bZw+fRqzZs1Cu3btTL5ebW0tamtr2b81k4eUSiWUyoZTXHK5HHK5HGq1Gup/RoyNl6tUKjAMY3Q5wzCoq6uDh4cHu10NTaI0nfRkaLmTkxMYhtFaLpPJoFAodNpoaDkX+6Rpo2eAL1xbeQEAKvKKcSe3BD7tAuAZ4NusfQKAuro6uLq6ar2mLfZJJpNJ8n0yVokDaKjGMW7cON72qWnMLMV3PqrVaty9exdubm5wcnKS7PtsSd9tP7I3guI7405uMXtaPffUJbQIaY0WQa0N7mttbS1cXFwgk8lEt0+a5Ybarm851++TSqVi+5JCoTC4T5bkJB/7JPacdITvyE5j+qJNbATu5JagRUhDzuWfvoIWoX5wa93C5D4xDIP6+nq4ubmJZp/EkpMymUzv7wRz9slU5apx48bx9h3p5O4CF0838MGtpRfChvRE9T/zhNxbe6Ou6i77uLL6Ltz9fHh5bXOJYsABgK0cYIhmsAEA3t7eaNGiBUJCQgAAO3fuxO+//46wsDD861//QmJiIry8vAxu680338SqVat0lqelpaGgoABAwyAoIiICmZmZKCoqYtcJDQ1FaGgoLl++jPLyezP+O3TogICAAJw/fx41NQ3lyRiGgVKpRP/+/ZGamqrVGXv06AEXFxckJydrtSEuLg51dXVIS0tjlykUCsTHx6O8vBwZGRnscnd3d/Ts2RPFxcW4fv06u9zHxwfR0dHIy8tDTk4Ou5yLfQKAqKgo+Pr6IjU1FaXHrqJwZzLAAJDL0Oflx3C7jfZ7ack+ubq6ora2FmFhYbhx44Yg+yS19+mll17C2rVrUVNTo/UhW1JSArVajdLSUq32c71Pjde3Bt/5WF1djbKyMvj6+iI6Olqy77M1fde/R3v88smOezkqA/q8MgFth/fS2aeYmBikpKSwgzKx7pOQ71NhYSHbl9q2bWtwnxISErBo0SJUVlayy52dnVFQUAC1Wo2SkhJ2H/jYp8LCQjQHfUdy038v5WZCpVKhfEeK1vdkwITe8Onb3ug+aQYJnTp1wpUrV0SzT2J4n1q3bo2SkhL2v5bs0/Tp07FhwwZUV1ezl+Hn5+dr5aXYviPNJVPI0bJTw+/ioLhOWnOGKnJKEBjb0SbtMETGNP6FIjCZTIbMzEyEh4cbXe/KlSt45ZVX8MMPP7DLVCoVDh8+jDlz5qBPnz7YsWOHwec3PXqTm5uLLl26IDMzkz3FxsVRAZVKhZSUFMTHx+u0QepHb2QyGSryivHD1Le0JsfJ5DKM3bYYHo1OHVuyTyqVCqmpqYiNjdUahDrS0RtL90mtViMlJQUxMTFap5jDw8ORm5uLkJAQrblRXO/TzZs30b59e2RnZ+tcPmIOvvNRqVQiJSUFsbGx7NF7Kb7P1vTdqsIy7J60VidHx+14TecoKwCcOnUKsbGx7H6LcZ8A4d6n+vp6ti85OztbvE9t27bVyUk+9iknJ0fUOeko35FKpRLVhWUmvyf17ZPmu7B3797sAQCx7FNjQrxPmu+8pr8TrN2n0NBQrbwUy3ckwzD4ZuArGPfdUrQIbjhLduHbXxHSvwt8OwQi+88L8GkXAO92/qjILsK1Q8mImT0KAFB6JRenPtqDEZ88B7VShYMzP8Kw92fBvbW32a/PNdGc4bDE//73P7z//vtayxQKBUaNGoXDhw+je/fuyMvL07pWrjFXV1e4urqyf1dUNEykcXJygpOTdkg0HbUpQ9cONl2u+aBoul0NS5bLZDK9yw210dLl5u6TRnVBmd5KHNUFZfAO1p0cZ+k+cbGvlu6TFN8nzReAQqGwqJ1c7ZOh7ZiL73xkGIb98LfnfNTXlsrcEr05WplbAq82LbWWK5VKNk7mxt3R8lHThzSXUxlru6HlhtrK5T6JPScbs/ectOR7Uir71Nzlzd2nxpf16duOtTnZtL1CfkfWV9fi+k+nAQDXDyUjcsIAuPl6IeuXs/AKbg3fDoEovnADfyVsQZvYCLTpFYFeM0ewz2/VKQQRD8fj9Pq9UClViJv/qKCDDUCCA46jR49iwIAB6NhR/6mhyMhIDBs2DNnZ2QYHHLZkTgeXKrYSR5MjN82txGHPMeMLxcw4R42PpTnqqHGyBMWIW/Yez+Z8T9p7bJrD3mPj7OGKyPH3IXL8fVrLR3+5kP3/mGcfRsyzDxvcRsfRfXhrnzVEUxbXHFevXkV6errJKgKenp6IioqyUasMc3JyQnx8fLOPNokVHyVy7T1mfDAVM001Ds2/6Oho7Ny508atFI4j9ylLctSR42QurmLk6Dmp4Qh9ztrvSUeIjbX4ig3lJb9E05MbV63QeOeddzB69Gh07doVubm5+O9//4uFCxciKysL5eXlOHbsGObOnYstW7ZgyJAhCAoKwrFjxzBw4ED4+Ag7Gx9o2Jfy8nL4+PhoXYNpT7gukesIMeOaoZiZqsbhKGU5Hb1PmZujjh4nczQ3RpST2hylz1nzPekosbEG17GhvLQNUZzhqKysRGJiIgBg06ZNKC5umFm/fft2pKeno7S0FIMHD8a6devQvn17tG/fHr169UKrVq0AAIcOHUK3bt0wZcoUXLp0CQsWLBBsXxpTqVTIyMjQmWBkbzwDfBEY25H9EK0qLENBylVU/VOezRKOEjMuGYpZQkICoqKiEBISwv7TXAerKXPpCKhP3ctRAAZzk+JkWnNjRDmpzZH6XNPvSVMcKTaW4jo2lJe2IYozHF5eXpg7dy7mzp2rtfz06dPs/zcuC9fU5s2beWsbscyV/Sdw/J0dDderymXot2gSOo3pK3SzHNLEiRN1jsxoqnEQx0O5KTzKSQI0HJTj48a5xDqUl7YhigEHsQ9VhWX3ftAAgJrBiXd2ILhPJH2oEiIgyk1CxIEG/sRRieKSKnslk8ng7u7uMNdf3skp1lv+r/HNZ0xxtJhxgWJmHMXHvNykOJlGMeKWo8XT0MBf3yWOjhYbS1BspIkGHDxSKBTo2bOn3Zdv02DL/zViaZlcR4sZF6yJWdNqHPZckYP6lHm5SXEyjc8YOVJOajhan7PkoJyjxcYStowNVa7iDg04eKRWq1FYWKh1h0x7xkWZXEeLGRcsiVnTahyN/2VkZGD58uV8N9fmqE+Zl5sUJ9P4iJEj5qSGo/U5Sw7KOVpsLGGL2BjKS3vPST7RHA4eqdVqXL9+Ha1atdJ790x71NwyuY4Ys+ayJGYJCQlYvny5TuWN/Px8qNVqu6zIQX2qgancpDiZxkeMHDEnNRytz2kG/ife2QFGzRg9KOdosbGELWKjLy8dISf5RAMOwjnPAF+aiCpS+qpxAFSRw1FQbooP5aRj4freVYQfVLmKezRsJrxqzj05CCH8oLwkRDjm3BeHEHtDZzh4JJPJHPouodaU/3P0mFmDYmYcxUebobykOJlGMeKWI8fT1PejI8fGFIqNNNGAg0cKhQLR0dFCN0MQ1tb9d+SYWYvLmGkqcjQVGBiI5ORkTl7D1qhP3WMqLylOxgnRl/TlpJTzsTFHzU1zvh8dNTbmEDo29pyTfKIBB4/UajXy8vIQHBzscJO+jJX/MzbgcOSYWYuLmDWtyGFPqE/dYywv3f28KU4m2LIv2XNOajhqbprz/eiosTGHULFxhJzkE/ViHqnVauTk5DhkWTtr78nhyDGzFhcxS0hIQFRUFEJCQvT+CwwM5LDFtkV96h5jeUlxMs2WMTKWk1LOx8Yctc+Z8/3oqLExh1CxcYSc5BOd4SC8sKT8HxGeoUo5xL4Yy0ulUil080gjlJP2i74fpYlysnlowEF4Q+X/CBEfyktChEd5SBwNDTh4JJfL4e/v79DXX1pa959iZjmKmXEUH1368pLiZBrFiFuOHk9j34+OHhtjKDbSRAMOHsnlckRERAjdDEmhmFmOYmYcxcc8FCfTKEbcongaRrExjGIjTTQ85JFarca1a9do0pcFKGaWo5gZR/ExD8XJNIoRtyiehlFsDKPYSBMNOHikVqtRVFRESWEBipnlKGbGUXzMQ3EyjWLELYqnYRQbwyg20kQDDkIIIYQQQghvaA4HwI6S8/PzOd2uUqlEYWEhcnJy4OREoTYHxcxyQsdMkzdcHW3iOh+Fjo9UUJxMk0qMxJ6TGlKJpxAoNoZJLTZc56NUif+dsoFbt24BAPr06SNwSwiRrlu3bqFdu3acbAegfCSkuSgnCREPrvJRqmQMwzBCN0JoSqUSqampaNOmDadl1u7cuYMuXbrg4sWLaNGiBWfbtWcUM8sJHTO1Wo1bt24hJiaGk6NNXOej0PGRCoqTaVKJkdhzUkMq8RQCxcYwqcWG63yUKhpw8KiiogI+Pj4oLy+Ht7e30M2RBIqZ5ShmxlF8zENxMo1ixC2Kp2EUG8MoNtJEk8YJIYQQQgghvKEBByGEEEIIIYQ3NODgkaurK15//XW4uroK3RTJoJhZjmJmHMXHPBQn0yhG3KJ4GkaxMYxiI000h4MQQgghhBDCGzrDQQghhBBCCOENDTgIIYQQQgghvKEBByGEEEIIIYQ3NOAghBBCCCGE8IYGHByoqqrCvHnzsGTJEsyfPx+1tbV617tx4wacnZ0hk8kgk8mQkpJi45aKy5EjR9C3b19kZWUZXGfv3r144YUXMGvWLBw5csR2jRMpc2JWWVmJVq1asf3s+++/t10DBUR5aD7KPdMo17hBeWka5aNhlIf2w3Hvsc6huXPnYvz48Rg/fjy+/vprLFmyBB988IHOehs3bsS+ffvg5OQEZ2dnxMbGCtBacSgqKkJlZSVOnjxpcJ2MjAysWbMGJ06cgFqtRnx8PPbt24eQkBAbtlQ8zIkZAHz55Zf47LPP0LJlSwDAkCFDbNE8wVEemodyzzTKNe5QXhpH+WgY5aGdYUiz5ObmMm5ubkxNTQ3DMAxTWFjIuLu7MxUVFVrrlZaWMqNGjWJu3LghRDNFSaVSMQCYzMxMvY8/++yzzPLly9m/582bx7z22ms2ap04mYpZfX09M3z4cCYjI8O2DRMY5aFlKPdMo1xrPspL81A+GkZ5aD/okqpmOnr0KPz8/ODm5gYA8Pf3h6urq86IfOfOnfj9998RFhaGadOmobKyUojmiopcbrz7/frrrwgLC2P/7ty5M5KSkvhulqiZitnPP/+MEydOICoqCiNGjEBhYaGNWiYsykPLUO6ZRrnWfJSX5qF8NIzy0H7QgKOZcnNz0apVK61lXl5eyMvL01o2a9YslJeX4+DBg/jjjz/w1FNP2bKZktQ0tvriSrSNGjUK5eXl+Ouvv5Cfn49HHnkEarVa6GbxjvKQW5R7pjlqrlmC8pIblI+GUR5KBw04mkkmk7FHbzTq6urg7Oyss65CocCoUaNw+PBh/PDDD/SBYULT2BqKK9F133334ZdffsG1a9dw/PhxoZvDO8pDblHumc/Rcs0SlJfcoHw0jfJQ/GjA0UzBwcEoLy/XWlZZWYng4GCDz4mMjMSwYcOQnZ3Nd/MkrWls79y5YzSuRJu/vz8mTZrkEP2M8pBblHuWcaRcswTlJTcoH81DeShuNOBopiFDhiAnJwd1dXUAwB6V6dOnj9HneXp6Iioqivf2SdmwYcNw5coV9u+rV69S9QkLOTk5oVevXkI3g3eUh9yi3LOco+SaJSgvuUH5aD7KQ/GiAUczBQUFYeTIkewErsOHD2PevHlwdXXF0qVLkZ+fDwDYsmUL+//Hjh3DwIED4ePjI1i7xYBhGK3/AsA777yDCxcuAACeffZZ/PzzzwAApVKJkydPYtasWbZvqIiYitm+fftw+fJlAMCVK1fg4+ODyMhI2zfUxigPLUO5ZxrlWvNRXpqH8tEwykP7QQMODiQmJmL79u1Ys2YN0tLSsHbtWty9exdbt27FjRs3AACHDh1Ct27dMGXKFFy6dAkLFiwQuNXCqqysRGJiIgBg06ZNKC4uBgBs374d6enpAIBevXrhqaeewiuvvIKXXnoJH374IQIDAwVrs9DMidnx48cRHx+PcePGYf/+/Vi9erVg7bU1ykPzUO6ZRrnGHcpL4ygfDaM8tC8ypvGwkRBCCCGEEEI4RGc4CCGEEEIIIbyhAQchhBBCCCGENzTgIIQQQgghhPCGBhyEEEIIIYQQ3tCAgxBCCCGEEMIbGnAQQgghhBBCeEMDDkIIIYQQQghvaMBBCCGEEEII4Q0NOOzYxo0bERQUBJlMhkGDBuHEiRNaj//yyy+IiIhAQEAAfvjhB73bYBgGe/fuxfDhw7Fq1SrO2vbhhx8iJiaGs+01deDAAfz000/4888/8cQTT2DkyJG8vdb06dMNPlZRUYH3338f5eXlvL0+kQbKR8pHIh6Uj5SPxLZowGHHZs6cifXr1wMAHnnkEfTt21fr8WHDhmHUqFH49NNP8eijj+rdBsMwaNu2Lf78809weVP6rl274qGHHtJalp2djbKysmZve+PGjaiursaIESPQpUsX5OTk4O7du83erj45OTkIDQ01+Li3tzdmzpyJ2bNn486dO7y0gUgD5SPlIxEPykfKR2JbNOCwc+PGjUNISAh2796t9/ELFy5g/PjxBp8vl8sRExMDPz8/Ttv10EMP4e2339Zatnbt2mZ/oKampuKHH37ApEmTAACtWrVCeHh4s7ZpzM6dOzFx4kSj6/j4+GDmzJmYOXMmb+0g0kD5SPlIxIPykfKR2A4NOOycQqHAzJkz8ffff+P8+fNajyUlJWHQoEGQy013A4VCwVcTAQBff/01Pvvss2ZvZ+HChfj3v/+ttcyc/bPW6dOn0bt3b5PrDR8+HBcuXMCxY8d4awsRP8pHykciHpSPlI/EdmjA4QBmzZoFhUKh84H11Vdf4amnngIA1NTUYOXKlZg3bx569eqFp556ChUVFQa3WVtbiyVLluDVV1/FmDFjMHHiROTl5Wmts2XLFjz99NOYNWsW7r//fpw7dw4AcPXqVbz44ovo2bMnAODcuXPYtWsXAOC1117DihUrsHnzZri4uMDX1xc///wzAEClUmHu3LmIiYlBZmamTpvOnTuHpKQkDB061GC779y5g379+mHAgAH48ssvcevWLbz99tsIDw/HpUuX8Pzzz6Nly5bo168fioqKsH//fnTs2BEtW7bE5s2btbaVm5urdbr4s88+w6JFizBr1iy4urpi//79WusPHjwYH374ocG2EcdA+XgP5SMRGuXjPZSPhFcMcQiPPvoo4+Pjw1RVVTEMwzAVFRXMI488wj7+/PPPMzk5OQzDMExpaSnj7+/PPPPMM+zjYWFhzOuvv87+PWXKFGb9+vXs3xMmTGC6du3K1NfXMwzDMN988w0zbNgwRq1WMwzDMIMGDWK6d+/OMAzDZGVlMePGjWPCwsLY5//2228MACYzM5NdtmjRIqZly5ZMXV0du+ytt95ifvzxR737+MYbbzABAQE6y2fMmME88MADDMMwzB9//MHMmDGD3WZBQQGzdu1aBgCzYsUKJj09nUlOTmZcXV2Z0aNHM19//TVTVFTEzJo1i/H29mb3j2EY5qOPPmJOnTrFMAzDZGdnM3FxcVqP7du3T6sd69atY3x8fLS2QRwT5eMDDMNQPhJxoHx8gGEYykfCLzrD4SDmzJmD8vJybNu2DQCwfft2TJkyBQBw48YN7Nu3D5s3b8Zbb72Fzz77DAMHDkRtba3ebZ07dw7bt2/HY489xi577bXXcOHCBXz77bcAgGXLluHJJ5+ETCYDALz//vtYunQpACAsLAzdunUz2eaFCxeiqqoKO3bsYJf98ccfGD58uN7109LSEBgYaHB7SUlJ+OKLL7Bx40Y4OzsDANq0aYM+ffoAAJ566ilERUWhd+/e6NmzJ/z8/DB9+nT4+flhwoQJqKiowK1bt9jtJScnIy4uDgBQWFiIM2fOYOvWrQCAJ598UmeyXGhoKMrLy/UefSKOhfKR8pGIB+Uj5SPhHw04HMSIESPQvn17JCYmAgC+//579gPxwoULcHNzw+LFi9l/u3bt0jlFqvHbb78BaJjspdGzZ084OTnh1KlTKCoqQlZWFlq3bs0+HhcXh6lTp7J/m3PNa2BgICZPnoyPPvoIAHD27Fl0797d4DWnJSUl8PT01PtYcXExRo8ejcGDB8PJyUnrsaZ/A4C7u7vW366urgCA+vp6AA2ni0NCQtjHY2Ji8Mgjj+CJJ55A//79kZqail69emltQ9O2xh/KxDFRPlI+EvGgfKR8JPyjAYeDkMlkmD17Nk6dOoWtW7ciPDyc/dCora1FVlYWSktLtZ5TXFysd1vMP+X/Gn8wyOVy+Pv7w9nZmf3wuXz5stbzamtr2Q8kc7344os4deoU/vrrL2zatAlPPvmkwXXd3d1RV1en9zE/Pz/MmjULzz//PK5cuWJRG/TZtWsXJkyYwP4tk8nw/fffY+vWrSgoKMCQIUOwceNGredojmbxPcGQiB/lI+UjEQ/KR8pHwj8acDiQp59+Gi4uLpg5cyY7GQ4AunTpgtraWqxdu1Zr/S+++ELvdjSnWI8ePcouYxgGpaWlGDp0KLy9vREaGoqNGzdCqVSy6/zf//2fwbZpPmya6t27NwYMGID33nsPmZmZiIyMNLiNkJAQozcQevvtt9GpUydMmTLF4Olwc506dQrx8fHs3xcuXMDly5cxdepUXLhwAcOGDcO6deu0nqOpM962bdtmvTaxD5SPlI9EPCgfKR8Jv2jA4UACAgIwfvx4dOjQQevDIDIyEuPHj8cHH3yAf/3rX0hMTMRjjz2mVc5OpVJBpVIBAPr374/hw4fj448/Zm8YtG/fPsTExGD06NEAgMWLF+P8+fMYO3Ystm7dipdffhnl5eXstaGNtwfcO52akZGBffv2Qa1Ws4+9+OKL2LNnj8m7oQ4cOBDZ2dk6N2DSvJaLiwu2bduGS5cuYeHChVqPN/4vAKjVaq02aLapUqmQl5eH4OBgrde4c+cO3nnnHQCAh4cHxowZg86dO2utk5WVhZCQEKM3QiKOg/KR8pGIB+Uj5SPhmTBz1YlQfvvtN+aDDz7QWX779m1m2rRpjKenJ9O+fXtm06ZN7GOfffYZI5fLmZ49ezJ//PEHwzANlTqmT5/O9OvXj5k3bx4zd+5cprS0lH2OWq1mVq5cybRu3Zpp06YNs2LFCkalUjEMwzCnTp1iunfvzigUCiYxMZFhGIapr69nRo8ezfj7+zO7du3SaptSqWQ6duzIlJWVGd230tJSxtPTk8nIyGCX7dmzhwkNDWW8vb2ZrVu3MuXl5UyvXr0YAMwLL7zAHD16lJk8eTIDgFmwYAGTl5fHfPvtt4yXlxcTFhbG7N+/n7l8+TIzYcIEBgDz/PPPM6tXr2ZOnDih9dp///03A4AZNmwY89prrzFPPvkkk5+fr7XOjBkzmIULFxrdB+JYKB8pH4l4UD5SPhL+yBimyXCXEJGprKzEwoUL8fnnn5tcd9GiRQgODsaLL77If8MsoFKp0KlTJyQlJdEpYyJplI+EiAflI5EKGnAQ0duwYQPat29vsNxfY1VVVXj00Uexe/dutGjRwgatM8+mTZtQWlqqdaqaECmifCREPCgfiVTQHA4iSteuXcPUqVOxatUq7N+/36wPU6DhWtfPPvsMb775ptY1p0K6ePEibty4QR+mRLIoHwkRD8pHIkV0hoOIUmpqKoYNG4aePXvi22+/1ZmEZsrt27dx/vx5DBw4kKcWmufOnTs4duwYRowYIWg7CGkOykdCxIPykUgRDTgIIYQQQgghvKFLqgghhBBCCCG8oQEHIYQQQgghhDc04CCEEEIIIYTwhgYchBBCCCGEEN7QgIMQQgghhBDCGxpwEEIIIYQQQnhDAw5CCCGEEEIIb2jAQQghhBBCCOENDTgIIYQQQgghvKEBByGEEEIIIYQ3NOAghBBCCCGE8IYGHIQQQgghhBDe0ICDEEIIIYQQwhsnoRtACDFNqVSirq5O6GYQQohgXFxc4OREP1sIkSLKXEJEjGEY3Lx5E8XFxUI3hRBCBOfn54d27dpBJpMJ3RRCiAVowEGIiGkGGyEhIfDy8oJcTldBEkIcj1qtRmVlJXJzc1FXV4eOHTvSoIMQCZExDMMI3QhCiC6lUomzZ88iJCQEgYGBQjeHEEIEV1BQgNzcXNy8eRODBg1C69athW4SIcQMdLiUEJHSzNnw8vISuCWEECIOms/DnJwcHDx4ELW1tQK3iBBiDhpwECJydBkVIYQ00HweBgQEID8/Hzk5OQK3iBBiDvolQwghhBBJcXJyglqtRkVFhdBNIYSYgQYchBBCCJEktVotdBMIIWagAQchhBBCCCGENzTgIIQQQgghhPCGBhyEEJs7duwYnnjiCchkMnTs2BFTp05F//790b9/f3z33XdWbfOTTz7B/PnzERERgTlz5qC+vp7jVhNH0bh/tmvXDg8//DC6du2KsWPHIjU1FQBQVFSEN954A+3atUNWVpawDW6G3NxcLFu2DAEBAZxt8+7duwgJCcGuXbs42yYhRNpowEEIsbn77rsPy5YtAwAsXrwY27Ztw19//YWOHTtiypQp2L17t0Xb++qrr3Dy5EmsW7cOO3bswJ49e5Cdnc1H04kNqFVqFKRcRebPKShIuQq1yrbX6TfunytWrMDBgwdx4sQJ3Lp1C4MGDUJ6ejoAwNXVVfL9TCaT4c6dOygqKuJsm66urhg5ciQ6dOigtfzcuXOcvQYhRFpowEEIEYSHh4fW33K5HK+//joA4KOPPrJoW1999RXatWsHAIiNjUVBQYHOjx0pGT58ODp27Kj3sbi4OPTt29fGLbKdm0lp2D1xDX6e/yn+XPUtfp7/KXZPXIObSWk2bUfT/unl5YUVK1agsrISH3/8Mfz9/RETE2PTNvEhODgYPXr04HSbMpkMX3zxhVZ8srKy8Mknn3D6OoQQ6aABByFENIKCggAAJSUlFj0vOzsbCoWCjyYJomvXrsjKytK5qdmePXtw+vRprFmzRqCW8etmUhqSXtuE6qJyreXVReVIem2TzQcdTWkGgZqzGvZyjxy+c+f27duYMGEC7t69y+vrEELEyz4+LQkhduHUqVMAgP79+2str6mpwcqVKzFv3jz06tULTz31FCoqKnDmzBnMnDkThYWF2Lt3L2bOnIk///zT6HNOnz6Np59+GqNGjcL27dvRqlUrvPXWWwbXB4DTp0/jqaeewqhRo3D69GnExMTAx8cHX375JdtGpVKJ5cuX44UXXsC4ceMwZcoUlJeXG22LIV27doVKpcKVK1fYZQzD4PXXX8cDDzyA4cOHcxNwEVGr1Dj10R6j65z6+AebX17VWGZmJgAgKipKa3lVVRVmzJgBT09PPPbYY1AqlexjH3/8MWbOnInnnnsOMTExOHr0KPvYnj17sGDBAsyfPx/e3t5Yv349+9iZM2fw0ksvYcqUKejatSv+7//+T2+b9u3bBz8/P7i6uuLQoUNse5577jmMGDECBQUFAIBff/0VCxcuxPjx49GjRw/s37/f6L7+8ccfePbZZ/HCCy+gX79+Wn0dAAoLCzF37lzMnz8fgwYNYs9O1tfXY8uWLejfvz82bdoEAEhMTER+fj7+/vtvzJkzBydOnMDgwYMhk8kwbdo03L59GwCQmpqKgIAAfPjhh0bbRgiRHiehG0AIsVxcXBz7Q0JogYGBSE5ObvZ2MjIyMG/ePERGRmLlypVajy1atAiLFy9GSEgIbt++jcjISCgUCmzcuBEbN27EkSNHMHbsWK3nGXrOyy+/jHPnzqG0tBRVVVWYO3cuIiIijL5GQEAArl69itzcXBw/fhyHDh3CkiVLsHDhQsyYMQMKhQLz5s1DaGgo/vvf/6KqqgoBAQFYvnw51q1bZ3Tb+nTt2pWNSbdu3QAAO3bsQFpaGv74449mx1qMCs9e1zmz0VR1YRkKz15HYKz+y834VFFRgZUrV8LX1xcLFy7Uemzjxo1YsmQJJk2ahEceeQQHDx7E2LFjkZSUhBdffBG1tbVwcXHBE088gUWLFuHkyZOoq6vDggULcOPGDQDAsGHD2DMnpaWlWL9+Pds/vvnmG/z73/9Gx44dMXDgQK3XfuSRR7By5UosXLiQHah7enrCz88Pr7zyCgIDA3HlyhX89NNP7A/5NWvWYOLEibhw4QIiIiJ09jUtLQ1PP/000tLS4O7ujrNnzyI2Nhbu7u54/PHHUVtbiwcffBDr16/HoEGD8Ntvv2Ho0KHo2bMnRo0ahYCAABw/fhzPPvssAGDJkiX46aefEB4ejsTERADAd999h4iICMTExKBly5YAgG7duiEmJkYnvoQQ6aMBByESVFBQgNzcXKGbwYnt27dj165d+Pnnn7F48WIsXbpU6/r5GzduYN++fQgJCWGXDRw4UOdyo8aMPSc6OhrR0dE4d+4cnn76aXb9V1991eBrtG3bFu3bt4dMJsNzzz0HAJg4cSK++uor3Lp1C7W1tdi4cSNu3rwJoOEH36ZNmxAaGmpV+xsPOICGm5utXLkSI0aMwP33328iotJUU2LeHaPNXY8rBw8eRHZ2Ni5duoT+/ftj586dCA0N1VrnhRdeQIcOHRAVFQV/f39kZGRg7NixCA4Oxvz58+Hi4gKgYXB+/PhxAEBlZSVu3ryJ999/HwsXLsQjjzyCv/76C0BDxbWSkhK89dZbAIDq6moMHToUN27c0BlwAMD06dOxePFifPvtt3juueegVquRn5+P9u3bAwDeeustMAzDbq+8vBz3338/rl+/rnfAsWrVKgwdOhTu7u4AgJ49e2LMmDFYunQpHn/8cWzbtg3V1dUYNGgQAGDQoEH4+OOP0bdvX7i7u2PIkCEm4xoQEICnnnoKn3/+OV566SXIZDIcOHAAjz32mOk3hRAiOTTgIESCAgMDhW4Cq7ltGTFiBGbOnImePXvi8OHDOmc3Lly4ADc3NyxevNjsbZp6jlwuh4+Pj0WvIZfLta7Z9/T0BADU1dUhOTkZDMOgdevW7OMTJ04E0PCD1dL2+/j4IDg4mB1wbNmyBenp6fj666/N3obUuLf25nQ9rjz88MOYOXOm0XUa9wt3d3d2rkKnTp3w4YcfYtu2bTh//jwuX77M3hm7VatWWLBgAV555RV8+eWXSEhIYH9snzt3Dn379jW7z/j4+GDq1KnYsGEDnnvuORw+fBgjRoxgHz937hxeeuklTJ061azt/fbbbzr73Lt3b+zduxfFxcU4efKkVl9XKBSYP3++1t/mmD9/PtavX49Dhw7h4YcfxnfffYdPP/3UrOcSQqSF5nAQIkHJycnIyckRxT8uLqfy9fXFN998g9OnT+sMOGpra5GVlYXS0lKt5cXFxQa3Z+lzrHmNxlxdXQEAly9f1lp+584dq7fdtWtXZGRkQKVSYfXq1Rg3bhzi4uK01snIyMCDDz6IVq1aoWXLllo/+qQmoGcHePj7GF3HI8AXAT3FXX1MJpOxg4ry8nIMGzYMLi4uWLNmjc7799FHH+Gnn36CQqHAhAkTsHz5cgAN/fH06dM62zbWZ+bMmYO0tDQcP34c+/btw9ixY9nHLN0ewzC4deuW1jLNgQUnJye4urri2rVrUKlUWuvcuXPHYPv06dixI0aPHo0PP/wQxcXFcHZ21joQQAixHzTgIISIwsCBA7F06VK89dZbWvMUunTpgtraWqxdu1Zr/S+++MLgtix9jjWv0ZjmEijN9elAw4+2TZs2Wb3trl274tKlS9i0aROuXbuGhIQEnXX+9a9/Yfbs2SgpKcGNGzcwY8YMs9orRnKFHPEvjjO6TvyCRyFXSOdr691330VlZaXey4RKS0uRlJSEhx56CCkpKZg+fTo+/vhjAA3v/e7du3HmzBl2/czMTPzyyy8GXysuLg69e/fGmjVr0KpVKzg7O7OPde3aFRs2bNC6DPPYsWPs/USa6tOnD5KSksAwDLuspKQEsbGx8PX1RdeuXVFSUoKdO3eyj9++fRt79+412D6ZTKZ3+YIFC3DkyBG89tpreOKJJww+nxAibXRJFSFEENXV1QCgVSrz9ddfx5EjRzB58mQcP34cYWFhiIyMxPjx4/HBBx+goKAAAwcOxOHDhzFv3jz2eTU1Nez2AJh8jlqt1ppDYc5r1NfXs0euG1OpVIiIiMDEiRPx2WefwdXVFfHx8fj++++xYMECs7atT9euXVFZWYnFixdjypQp7OTxxq5du4a6ujqo1Wp4e3ujd+/epsIuau0e6IEH1s7AqY/2aE0g9wjwRfyCR9HuAW7vF2FMTU0NAGj1q6Y0R/ib9gvN8rt37+LixYs4duwYampqcPjwYZSXl+PYsWMIDw/H2rVrMWjQIDg5OeGxxx7DxYsXAQDPP/881q1bh6FDh+LFF1+El5cXfvrpJ/zwww9G2zxnzhzMnj1b5z42r776KrZv347+/fvjhRdegFKpRHJyMjtg0LRXpVJBoVBg2bJlGDx4MLZv346pU6dCpVJhz549WL16NQDgiSeewKpVqzB79mzk5OSgZcuW2L59O7799lud7Wl4enri6tWrKCkpwYULF9j5Hw8++CC6deuGAwcO0OVUhNgzhhAiSlVVVUxycjJTVVUldFM499dffzFTpkxhADBdunRhduzYwT527do1xtvbm2nTpg2TkJDAFBUVMbdv32amTZvGeHp6Mu3bt2c2bdrEMAzDFBYWMitXrmQAMBEREcy2bduYsrIyhmEYg885ePAgExISwjg7OzPvv/8+o1Qqja7PMAxz5MgRJjg4mGnRogWzdetW5vr168y0adMYAMz8+fOZwsJCpqysjHn88ccZDw8PpnPnzlr7ZGzbhhw7dowBwCgUCuby5ct61zl48CAzYMAApk2bNsyrr77K1NfXW/hOiJNKqWLyT19hrh8+zeSfvsKolCqbvv5ff/3FPP744wwApmfPnsy2bdsYtVqttc7Vq1eZCRMmMACYBQsWMDdv3mQ+++wzxsnJiYmJiWFOnTrFXL9+nenatSvj7+/PrF69mtmzZw/j7e3NfPTRR0x+fj4DgImPj2eWLl3K/Pvf/2YyMjLY7f/+++9MTEwM4+7uzgwePJi5du2ayXZXVlYy48aN0/vY7t27mcjISMbLy4t59NFHmcLCQoZhGCYjI4MZOnQoA4BZvXo1c/v2bYZhGGbXrl1Mz549mWnTpjEzZsxgdu7cqbW98+fPMwMGDGDc3d2Z+++/nzl79izDMAxTU1PDrF69mgHAPPjgg0x6ejrDMAxz4MABxs/Pjxk1ahRTWVmpta3ExERm8eLFJvePYe59Lu7cuZN58803meTkZLOeRwgRloxhGp0zJYSIRnV1NdLT0xEdHa1z12NCGrtx4wYGDRqEzz//HA899JDQzSHEIitXrsTjjz+OyMhIk+tqPhezsrJw5coVDB8+XPJn9ghxBNK5GJYQQghr165d7I3obt++jbq6Op0b0hEidkqlEpcuXTJrsEEIkS6aw0EIIRKUlJSE5557DpWVlYiIiMDGjRvRrl07oZtFiFnefvttZGVloaysTNLFDggh5qEzHIQQIkHr1q1DQUEBKisrcfbsWYwePVroJhFitvPnz+O7777DoEGDMHLkSKGbQwjhGZ3hIIQQQohNbd68WegmEEJsiM5wEEIIIYQQQnhDAw5CCCGEEEIIb2jAQQghhBBCCOENDTgIETl9d7cmhBBHRJ+HhEgTDTgIESkXFxcAQGVlpcAtIYQQcdB8HtbX1wvcEkKIJahKFSEi5eTkBD8/P+Tm5gIAvLy8IJfTMQJCiONRq9WorKxEbm4uysrK2DMdMplM4JYRQsxBAw5CRExzIzfNoIMQQhxZWVkZbt26BZVKBQDw8PAQuEWEEHPQgIMQEZPJZAgLC0NxcTGOHTsGHx8feHh40FE9QojDqa+vh1qthlKpxK1bt9CyZUuEhoYK3SxCiBlowEGIBPTo0QPFxcXIyMhAbm4uDTgIIQ6JYRgoFAq0bNkSDz74ILy8vIRuEiHEDDKGYRihG0EIMY1hGJSWlqKoqIi9nIAQQhyJTCaDm5sbQkJC4OrqKnRzCCFmogEHIYQQQgghhDdU8oYQQgghhBDCGxpwEEIIIYQQQnhDAw5CCCGEEEIIb2jAQQghhBBCCOENDTgIIYQQQgghvPl/Djiwejsu4Q4AAAAASUVORK5CYII=", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import matplotlib.pyplot as plt\n", - "\n", - "def plot_velocity_dispersion(ax1, vel_model, disp_data, sta_idx=1200,\n", - " x1_xlabel=False,x2_xlabel=False,x1_ylabel=False,x2_ylabel=False,\n", - " x1_xticks=False,x2_xticks=False,x1_yticks=False,x2_yticks=False,\n", - " title=None):\n", - " \"\"\"\n", - " Plot velocity model and dispersion curves on the same figure with two y-axes.\n", - " \n", - " Parameters:\n", - " -----------\n", - " ax : matplotlib.axes.Axes\n", - " The primary axis to plot on\n", - " vel_model : numpy.ndarray\n", - " Velocity model data with shape (n_stations, n_layers, 4)\n", - " where the last dimension contains [depth, density, vp, vs]\n", - " disp_data : numpy.ndarray\n", - " Dispersion data with shape (n_stations, n_periods, 3)\n", - " where the last dimension contains [period, phase_vel, group_vel]\n", - " sta_idx : int, optional\n", - " Index of the station to plot, default is 0\n", - " \"\"\"\n", - " # Plot velocity model on primary axis\n", - " mask = vel_model[sta_idx,:,0] > 0\n", - " ax1.step(\n", - " vel_model[sta_idx, mask, 2], # vs values\n", - " vel_model[sta_idx, mask, 0], # depth values\n", - " linewidth=2,\n", - " color=\"black\",\n", - " label=r'Reference $v_s$'\n", - " )\n", - "\n", - " ax1.invert_yaxis()\n", - " ax1.grid(True, linestyle='--', alpha=0.7)\n", - " if x1_xlabel:\n", - " ax1.set_xlabel('Velocity (km/s)', fontdict={'size': 12, 'weight': 'normal', 'fontfamily': 'Times New Roman'})\n", - " if x1_ylabel:\n", - " ax1.set_ylabel('Depth (km)', fontdict={'size': 12, 'weight': 'normal', 'fontfamily': 'Times New Roman'})\n", - " if not x1_xticks:\n", - " ax1.tick_params(axis='x', which='both', bottom=False, labelbottom=False)\n", - " if not x1_yticks:\n", - " ax1.tick_params(axis='y', which='both', left=False, labelleft=False)\n", - " if title is not None:\n", - " ax1.set_title(title, fontsize=12)\n", - "\n", - " # Create secondary axis for dispersion curves\n", - " ax2 = ax1.twinx()\n", - " mask = disp_data[sta_idx,:,1] > 0\n", - " ax2.scatter(disp_data[sta_idx,mask,1], # phase velocity\n", - " disp_data[sta_idx,mask,0], # period\n", - " label='Phase velocity',\n", - " alpha=1,\n", - " color='#A23B72',\n", - " marker='.')\n", - "\n", - " ax2.invert_yaxis()\n", - " ax2.grid(False)\n", - " if x2_ylabel:\n", - " ax2.set_ylabel('Period (s)', color='#A23B72', fontdict={'size': 12, 'weight': 'normal', 'fontfamily': 'Times New Roman'})\n", - " if not x2_xticks:\n", - " ax2.tick_params(axis='x', which='both', bottom=False, labelbottom=False)\n", - " \n", - " if not x2_yticks:\n", - " ax2.tick_params(axis='y', which='both', right=False, labelright=False)\n", - " else:\n", - " ax2.tick_params(axis='y', which='both', right=True, labelright=True, colors='#A23B72')\n", - "\n", - " ax1.text(0.95, 0.95, f'Station {sta_idx}', \n", - " transform=ax1.transAxes,\n", - " ha='right', va='top',\n", - " bbox=dict(facecolor='white', alpha=0.8, edgecolor='none'),\n", - " fontsize=10)\n", - "\n", - " return ax1, ax2\n", - "\n", - "# plot some of the observed dispersion curves\n", - "nrows = 3\n", - "ncols = 3\n", - "\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(8,8))\n", - "fig.suptitle(\"LongBeach Field Data Examples\", fontdict={'size': 18, 'weight': 'bold', 'fontfamily': 'Times New Roman'})\n", - "\n", - "np.random.seed(42)\n", - "sta_idxs = sorted(np.random.randint(0, len(location), nrows*ncols))\n", - "\n", - "# Plot using the function\n", - "ax1_1, ax1_2 = plot_velocity_dispersion(axs[0,0], vel_model, obs_disp,sta_idxs[0],x1_ylabel=True,x1_yticks=True)\n", - "ax2_1, ax2_2 = plot_velocity_dispersion(axs[0,1], vel_model, obs_disp,sta_idxs[1]) \n", - "ax3_1, ax3_2 = plot_velocity_dispersion(axs[0,2], vel_model, obs_disp,sta_idxs[2],x2_ylabel=True,x2_yticks=True)\n", - "ax4_1, ax4_2 = plot_velocity_dispersion(axs[1,0], vel_model, obs_disp,sta_idxs[3],x1_ylabel=True,x1_yticks=True)\n", - "ax5_1, ax5_2 = plot_velocity_dispersion(axs[1,1], vel_model, obs_disp,sta_idxs[4])\n", - "ax6_1, ax6_2 = plot_velocity_dispersion(axs[1,2], vel_model, obs_disp,sta_idxs[5],x2_ylabel=True,x2_yticks=True)\n", - "ax7_1, ax7_2 = plot_velocity_dispersion(axs[2,0], vel_model, obs_disp,sta_idxs[6],x1_xlabel=True,x1_xticks=True,x1_ylabel=True,x1_yticks=True)\n", - "ax8_1, ax8_2 = plot_velocity_dispersion(axs[2,1], vel_model, obs_disp,sta_idxs[7],x1_xlabel=True,x1_xticks=True)\n", - "ax9_1, ax9_2 = plot_velocity_dispersion(axs[2,2], vel_model, obs_disp,sta_idxs[8],x1_xlabel=True,x1_xticks=True,x2_ylabel=True,x2_yticks=True)\n", - "\n", - "# Create a common legend for the entire figure\n", - "lines1, labels1 = ax1_1.get_legend_handles_labels()\n", - "lines2, labels2 = ax1_2.get_legend_handles_labels()\n", - "legend_handles = []\n", - "for i, (line, label) in enumerate(zip(lines1 + lines2, labels1 + labels2)):\n", - " if 'Phase velocity' in label or 'Group velocity' in label:\n", - " legend_handles.append(plt.Line2D([0], [0], marker='o', \n", - " color=line.get_facecolor()[0],\n", - " label=label, markersize=6, \n", - " linestyle='None'))\n", - " else:\n", - " legend_handles.append(line)\n", - "\n", - "# Add legend at the bottom of the figure\n", - "fig.legend(legend_handles, labels1 + labels2,\n", - " bbox_to_anchor=(0.5, 0.01), # Position slightly higher from bottom\n", - " loc='upper center',\n", - " frameon=True, \n", - " fancybox=True, \n", - " shadow=True,\n", - " fontsize='large', \n", - " ncol=3)\n", - "\n", - "# plt.subplots_adjust(wspace=0.1)\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-real/LongBeanch/Backup/02_syn_longBeach.ipynb b/Datasets-Construction/OpenSWI-real/LongBeanch/Backup/02_syn_longBeach.ipynb deleted file mode 100644 index a3e390ab9296cad5e3f0a22a43e174e30c5d9add..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-real/LongBeanch/Backup/02_syn_longBeach.ipynb +++ /dev/null @@ -1,257 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((5297, 200, 4), (5297, 300, 3))" - ] - }, - "execution_count": 1, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import os\n", - "\n", - "data_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-real/LongBeach\"\n", - "vel_models = np.load(os.path.join(data_path,\"longbeach_model01.npz\"))[\"data\"]\n", - "obs_disp = np.load(os.path.join(data_path,\"longbeach_disp.npz\"))[\"data\"]\n", - "vel_models.shape,obs_disp.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(0.2631579, 1.6666666)" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "obs_disp[:,:,0][obs_disp[:,:,0]>0].min(),obs_disp[:,:,0][obs_disp[:,:,0]>0].max()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Cal dispersion cuerve\n" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "import numpy as np\n", - "from DispFormer.dispersion import *\n", - "from p_tqdm import p_map\n", - "from scipy import interpolate" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "depth = vel_models[0,:,0]\n", - "vs = vel_models[0,:,2]\n", - "mask = depth > 0\n", - "mask[0] = True\n", - "depth = depth[mask]\n", - "vs = vs[mask]\n", - "f = interpolate.interp1d(depth,vs,kind='linear') \n", - "depth_interp = np.arange(0,35)*0.04\n", - "vs_interp = f(depth_interp)\n", - "vel_model = transform_vs_to_vel_model(vs_interp,depth_interp)\n", - "\n", - "# vel_model = transform_vs_to_vel_model(vs,depth)\n", - "\n", - "t = generate_mixed_samples(num_samples=100,start=0.25,end=1.80,uniform_num=30,log_num=30,random_num=40)\n", - "disp = calculate_dispersion(vel_model,t=t,dc=0.001)\n", - "\n", - "plt.figure(figsize=(10,5))\n", - "plt.subplot(121)\n", - "plt.step(vel_model[:,2],depth_interp,label=\"Interpolation\")\n", - "plt.step(vs,depth,label='Reference')\n", - "plt.gca().invert_yaxis()\n", - "plt.legend()\n", - "\n", - "plt.subplot(122)\n", - "plt.scatter(disp[:,0],disp[:,1],label=\"Synthetic\")\n", - "mask = obs_disp[0,:,0]>0\n", - "plt.scatter(obs_disp[0,mask,0],obs_disp[0,mask,1],label=\"Observation\")\n", - "plt.legend()\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 5297/5297 [03:46<00:00, 23.41it/s]\n" - ] - }, - { - "data": { - "text/plain": [ - "((5297, 100, 3), (5297, 35, 4))" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "from tqdm import tqdm\n", - "\n", - "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-real/LongBeach\"\n", - "# Initialize empty lists to store data\n", - "disp_data_all = []\n", - "vel_models_all = []\n", - "\n", - "for i in tqdm(range(len(vel_models))):\n", - " depth = vel_models[i,:,0]\n", - " vs = vel_models[i,:,2]\n", - " mask = depth > 0\n", - " mask[0] = True\n", - " depth = depth[mask]\n", - " vs = vs[mask]\n", - " f = interpolate.interp1d(depth,vs,kind='linear') \n", - " depth_interp = np.arange(0,35)*0.04\n", - " vs_interp = f(depth_interp)\n", - " vel_model = transform_vs_to_vel_model(vs_interp,depth_interp)\n", - " t = generate_mixed_samples(num_samples=100,start=0.25,end=1.80,uniform_num=30,log_num=30,random_num=40)\n", - " disp = calculate_dispersion(vel_model,t=t,dc=0.001)\n", - " \n", - " disp_data_all.append(disp)\n", - " vel_models_all.append(vel_model)\n", - " \n", - "disp_data_all = np.array(disp_data_all)\n", - "vel_models_all = np.array(vel_models_all)\n", - "\n", - "disp_data_all.shape,vel_models_all.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "# Filter out zero dispersion curves and corresponding velocity models\n", - "valid_indices = ~np.all(disp_data_all == 0, axis=(1,2))\n", - "disp_data_all = disp_data_all[valid_indices]\n", - "vel_models_all = vel_models_all[valid_indices]\n", - "\n", - "# Create output directory if it doesn't exist\n", - "os.makedirs(save_base_path, exist_ok=True)\n", - "\n", - "# Save processed data as compressed npz files\n", - "np.savez_compressed(os.path.join(save_base_path, \"syn_model.npz\"),\n", - " data=vel_models_all.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"syn_disp.npz\"),\n", - " data=disp_data_all.astype(np.float32))" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "dispersion_data_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/Datasets/SurfaceWave/LongBeach/Dispersion-Curves\"\n", - "dispersion_data_station_path = os.path.join(dispersion_data_base_path,\"stn_coord.txt\")\n", - "dispersion_data_path = os.path.join(dispersion_data_base_path,\"data/\")\n", - "stations = np.loadtxt(dispersion_data_station_path)\n", - "\n", - "depth_idx = 10\n", - "\n", - "plt.figure(figsize=(12,8))\n", - "plt.scatter(stations[:,0],stations[:,1],c=vel_models_all[:,depth_idx,2],marker='v')\n", - "plt.xlabel(\"Longitude\",fontdict={'size': 18, 'weight': 'bold', 'fontfamily': 'Times New Roman'})\n", - "plt.ylabel(\"Latitude\",fontdict={'size': 18, 'weight': 'bold', 'fontfamily': 'Times New Roman'})\n", - "plt.title(\"LongBeach Station Network\",fontdict={'size': 16, 'weight': 'bold', 'fontfamily': 'Times New Roman'})\n", - "plt.xticks(fontsize=12,fontfamily='Times New Roman')\n", - "plt.yticks(fontsize=12,fontfamily='Times New Roman')\n", - "plt.tick_params(direction='in',length=5,width=1,colors='k',labelsize=15,labelcolor='k')\n", - "plt.axis('equal')\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-shallow/0.2-10s-Aug/00_OpenSWI-shallow-example.ipynb b/Datasets-Construction/OpenSWI-shallow/0.2-10s-Aug/00_OpenSWI-shallow-example.ipynb deleted file mode 100644 index a8a6cbc4797def934c822c5b5f96fd3797f859f1..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-shallow/0.2-10s-Aug/00_OpenSWI-shallow-example.ipynb +++ /dev/null @@ -1,129 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import numpy as np\n", - "import sys\n", - "sys.path.append(\"../../../\")\n", - "from SWIDP.process_1d_shallow import augment_workflow\n", - "from SWIDP.dispersion import generate_mixed_samples,calculate_dispersion,transform_vp_to_vs,transform_vs_to_vel_model\n", - "from p_tqdm import p_map" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "b196789cdbed48b5b997b539ef6d1a59", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/100 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# step1: get 1d velocity model (vp model or vs)\n", - "depth_vp = np.loadtxt(\"./vp_demo.txt\")\n", - "depth = depth_vp[:,0]\n", - "vp = depth_vp[:,1]\n", - "\n", - "# step2: generate velocity model (depth, vp, vs, rho)\n", - "vs = transform_vp_to_vs(vp)\n", - "\n", - "# step3: vs model augmentation\n", - "augment_nums = 100\n", - "vs_perturbation = 0.05 # relative ratio\n", - "thickness_perturbation = 0.1 # relative ratio\n", - "vel_threshold = 0.05 # km/s\n", - "thickness_threshold = 0.01 # km\n", - "min_layers_num = 3 \n", - "smooth_vel = False\n", - "smoothnodes = 10\n", - "vs_augmented = augment_workflow(vs,depth,\n", - " perturb_num = augment_nums,\n", - " vs_perturbation=vs_perturbation,\n", - " thickness_perturbation=thickness_perturbation,\n", - " vel_threshold=vel_threshold,\n", - " thickness_threshold=thickness_threshold,\n", - " min_layers_num=min_layers_num,\n", - " smooth_vel=smooth_vel,\n", - " smooth_nodes=smoothnodes)\n", - "\n", - "# step4: generate velocity model (depth, vp, vs, rho)\n", - "vel_model_augmented = p_map(transform_vs_to_vel_model,list(vs_augmented),[depth]*len(vs_augmented))\n", - "\n", - "# step5: generate dispersion curves [t,phase velocity, group velocity]\n", - "t = generate_mixed_samples(num_samples=100,start=0.2,end=10,uniform_num=50,log_num=20,random_num=30)\n", - "disp = p_map(calculate_dispersion,vel_model_augmented,[t]*len(vel_model_augmented))\n", - "\n", - "\n", - "import matplotlib.pyplot as plt\n", - "plt.figure(figsize=(10,5))\n", - "plt.subplot(121)\n", - "for i in range(len(vel_model_augmented)):\n", - " plt.step(vel_model_augmented[i][:,2],depth,c='silver',alpha=0.5)\n", - "plt.step(vel_model_augmented[0][:,2],depth,c='k')\n", - "plt.gca().invert_yaxis()\n", - "\n", - "plt.subplot(122)\n", - "for i in range(len(disp)):\n", - " plt.scatter(disp[i][:,0],disp[i][:,1],s=10,c='pink',alpha=0.5)\n", - " plt.scatter(disp[i][:,0],disp[i][:,2],s=10,c='lightblue',alpha=0.5)\n", - "plt.scatter(disp[0][:,0],disp[0][:,1],s=10,c='r')\n", - "plt.scatter(disp[0][:,0],disp[0][:,2],s=10,c='b')\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "language_info": { - "name": "python" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-shallow/0.2-10s-Aug/01_1_OpenFWI-FlatVel-A.ipynb b/Datasets-Construction/OpenSWI-shallow/0.2-10s-Aug/01_1_OpenFWI-FlatVel-A.ipynb deleted file mode 100644 index aa66e763e0f1c61814687338f7551680dd4fb48b..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-shallow/0.2-10s-Aug/01_1_OpenFWI-FlatVel-A.ipynb +++ /dev/null @@ -1,721 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## FlatVel-A" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 2D foundation velocity model loading" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import os\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import sys\n", - "sys.path.append(\"../../../\")\n", - "from SWIDP.process_1d_shallow import *\n", - "from SWIDP.dispersion import *\n", - "from p_tqdm import p_map\n", - "\n", - "\n", - "data_base_path = \"../../../Datasets/Original/OpenSWI-shallow/FlatVel_A/model\"\n", - "\n", - "models_list = os.listdir(data_base_path)\n", - "\n", - "\n", - "models_path_list = []\n", - "for model_name in models_list:\n", - " model_path = os.path.join(data_base_path, model_name)\n", - " models_path_list.append(model_path)\n", - "\n", - "\n", - "vel_model_subsets0 = np.load(models_path_list[0])\n", - "vel_model_subsets0 = vel_model_subsets0.squeeze()\n", - "\n", - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " axs[i,j].imshow(vel_model_subsets0[i*ncols+j],cmap=\"jet\")\n", - " axs[i,j].set_xticks([])\n", - " axs[i,j].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()\n", - "\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 1D velocity model augmentation (example)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step 1: Velocity extraction" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# extract 1 velocity profile\n", - "vp = vel_model_subsets0[0,:,10]/1000\n", - "\n", - "# transform vp to vs using the empirical relation\n", - "vs = transform_vp_to_vs(vp)\n", - "depth = np.arange(len(vs))*0.04\n", - "vel_model = transform_vs_to_vel_model(vs,depth=depth)\n", - "\n", - "# figure the velocity model\n", - "plt.figure(figsize=(6, 5))\n", - "plt.step(vel_model[:, 1], vel_model[:, 0], label=r\"$v_p$\", linewidth=2)\n", - "plt.step(vel_model[:, 2], vel_model[:, 0], label=r\"$v_s$\", linewidth=2) \n", - "plt.step(vel_model[:, 3], vel_model[:, 0], label=r\"$\\rho$\", linewidth=2)\n", - "plt.gca().invert_yaxis()\n", - "plt.grid(True, linestyle='--', alpha=0.7)\n", - "plt.xlabel('Velocity/Density', fontsize=12)\n", - "plt.ylabel('Depth (km)', fontsize=12)\n", - "plt.legend(fontsize=10)\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step 2: Velocity Augmentation" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# get the vs model\n", - "vs = vel_model[:,2]\n", - "depth = vel_model[:,0]\n", - "\n", - "# disturb the vs model\n", - "perturb_nums = 100\n", - "vs_perturbation = 0.05\n", - "thickness_perturbation = 0.1\n", - "vel_threshold = 0.05\n", - "thickness_threshold = 0.01\n", - "min_layers_num = 3\n", - "smooth_vel = False\n", - "smooth_nodes = 10\n", - "\n", - "new_vs = augment_workflow(vs,\n", - " depth,\n", - " perturb_nums,\n", - " vs_perturbation,\n", - " thickness_perturbation,\n", - " vel_threshold,\n", - " thickness_threshold,\n", - " min_layers_num,\n", - " smooth_vel,\n", - " smooth_nodes)\n", - "plt.figure(figsize=(6,5))\n", - "# for i in range(new_vs.shape[0]):\n", - "for i in range(perturb_nums):\n", - " plt.step(new_vs[i],depth,where=\"post\",c=\"silver\",label=\"Perturbed\" if i == 0 else None)\n", - "\n", - "plt.step(new_vs[0],depth,where=\"post\",c=\"k\",label=\"Original\")\n", - "\n", - "plt.gca().invert_yaxis()\n", - "plt.legend(fontsize=10)\n", - "plt.xlabel(\"Velocity (km/s)\",fontsize=12)\n", - "plt.ylabel(\"Depth (km)\",fontsize=12)\n", - "plt.grid(True,linestyle=\"--\",alpha=0.7)\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step3: Surface Wave Dispersion Curve Modeling" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "t = generate_mixed_samples(num_samples=100,start=0.2,end=10,uniform_num=50,log_num=20,random_num=30)\n", - "\n", - "disp_original = calculate_dispersion(vel_model,t=t)\n", - "disp_augmented = []\n", - "for i in range(new_vs.shape[0]):\n", - " new_vel_model_i = transform_vs_to_vel_model(new_vs[i],depth=depth)\n", - " disp_augmented.append(calculate_dispersion(new_vel_model_i,t=t))\n", - "disp_augmented = np.array(disp_augmented)\n", - "\n", - "plt.figure(figsize=(10,5))\n", - "plt.subplot(121)\n", - "for i in range(new_vs.shape[0]):\n", - " plt.step(new_vs[i],depth,c='silver',label='Perturbed' if i == 0 else None, alpha=0.2)\n", - "plt.step(vel_model[:,2],depth,c='k',label='Original')\n", - "plt.step(new_vs[10],depth,c='r')\n", - "plt.gca().invert_yaxis()\n", - "\n", - "plt.subplot(122)\n", - "for i in range(new_vs.shape[0]):\n", - " plt.scatter(disp_augmented[i][:,0],disp_augmented[i][:,1],s=2,c='pink', alpha=0.2)\n", - " plt.scatter(disp_augmented[i][:,0],disp_augmented[i][:,2],s=2,c='lightblue', alpha=0.2)\n", - "plt.scatter(disp_original[:,0],disp_original[:,1],s=10,c='r')\n", - "plt.scatter(disp_original[:,0],disp_original[:,2],s=10,c='b')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 1D velocity model augmentation (multi-processing paralle)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step1: extract multiple 1D velocity models" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "8cf31d37d16a4270a8626716646446b5", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/500 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# extract 1 velocity profile\n", - "vp = vel_model_subsets0[:,:,10]/1000\n", - "\n", - "# transform vp to vs using the empirical relation\n", - "vs = transform_vp_to_vs(vp)\n", - "depth = np.arange(vs.shape[-1])*0.04\n", - "vel_models = p_map(transform_vs_to_vel_model,list(vs),[depth]*len(vs))\n", - "vel_models = np.array(vel_models)\n", - "\n", - "# figure the velocity model\n", - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " axs[i,j].step(vel_models[i*ncols+j][:, 1], vel_models[i*ncols+j][:, 0], label=r\"$v_p$\", linewidth=2)\n", - " axs[i,j].step(vel_models[i*ncols+j][:, 2], vel_models[i*ncols+j][:, 0], label=r\"$v_s$\", linewidth=2) \n", - " axs[i,j].step(vel_models[i*ncols+j][:, 3], vel_models[i*ncols+j][:, 0], label=r\"$\\rho$\", linewidth=2)\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_xticks([])\n", - " axs[i,j].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.tight_layout()\n", - "plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step 2: Pertubation each 1D profiles for N times" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "7d6fad2e644147eb8aa3fea17f5c4bce", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/500 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# get the vs model\n", - "vs_list = vel_models[:,:,2].tolist() # (n_models, n_depth)\n", - "depth_list = vel_models[:,:,0].tolist() # (n_models, n_depth)\n", - "\n", - "# disturb the vs model\n", - "perturb_nums = 100\n", - "vs_perturbation = 0.05\n", - "thickness_perturbation = 0.1\n", - "vel_threshold = 0.05\n", - "thickness_threshold = 0.01\n", - "min_layers_num = 3\n", - "smooth_vel = False\n", - "smooth_nodes = 10\n", - "\n", - "new_vs_list = p_map(augment_workflow,\n", - " vs_list,\n", - " depth_list,\n", - " [perturb_nums]*len(vs_list),\n", - " [vs_perturbation]*len(vs_list),\n", - " [thickness_perturbation]*len(vs_list),\n", - " [vel_threshold]*len(vs_list),\n", - " [thickness_threshold]*len(vs_list),\n", - " [min_layers_num]*len(vs_list),\n", - " [smooth_vel]*len(vs_list),\n", - " [smooth_nodes]*len(vs_list))\n", - "new_vs_list = np.array(new_vs_list)\n", - "\n", - "# figure all the augmented vs models\n", - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = i*ncols+j\n", - " for k in range(perturb_nums):\n", - " axs[i,j].step(new_vs_list[sta_idx][k],depth_list[sta_idx],c=\"silver\",label=\"Perturbed\" if i == 0 else None)\n", - " axs[i,j].step(new_vs_list[sta_idx][0],depth_list[sta_idx],c=\"k\",label=\"Original\")\n", - " # axs[i,j].step(vs_list[sta_idx],depth_list[sta_idx],c=\"k\",label=\"Original\")\n", - " axs[i,j].step(new_vs_list[sta_idx][10],depth_list[sta_idx],c=\"r\")\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_xticks([])\n", - " axs[i,j].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step 3: Calculate the corresponding dispersion curves" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "12d4de5f6ab84ae1b3ed9c408fb497e4", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/50000 [00:00 0]\n", - "new_depth_list = [np.arange(70)*0.04]*new_vs_list.shape[0]\n", - "\n", - "# transform vs to vel model [depth,vp,vs,rho]\n", - "new_vel_models = p_map(transform_vs_to_vel_model,list(new_vs_list),new_depth_list)\n", - "\n", - "# calculate the dispersion curves\n", - "new_disp_data = p_map(calculate_dispersion,new_vel_models,[t]*len(new_vel_models))\n", - "\n", - "# convert the list to numpy array\n", - "new_vs_list = np.array(new_vs_list)\n", - "new_vel_models = np.array(new_vel_models)\n", - "new_disp_data = np.array(new_disp_data)\n", - "\n", - "# # exclude the failed models (uncomment when construct datasets)\n", - "# valid_indices = ~np.all(new_disp_data == 0, axis=(1,2))\n", - "# new_vs_list = new_vs_list[valid_indices]\n", - "# new_vel_models = new_vel_models[valid_indices]\n", - "# new_disp_data = new_disp_data[valid_indices]\n", - "\n", - "new_vel_models.shape,new_disp_data.shape\n" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vel_models.shape[0])\n", - "\n", - " # velocity profile\n", - " for k in range(perturb_nums):\n", - " temp_vs = new_vel_models[sta_idx*perturb_nums+k][:,2]\n", - " temp_depth = new_vel_models[sta_idx*perturb_nums+k][:,0]\n", - " if temp_vs.sum() == 0:\n", - " continue\n", - " else:\n", - " axs[i,j*2].step(temp_vs,temp_depth,c='silver',alpha=0.2)\n", - " axs[i,j*2].step(new_vel_models[sta_idx*perturb_nums][:,2],new_vel_models[sta_idx*perturb_nums][:,0],c='k')\n", - " axs[i,j*2].step(new_vel_models[sta_idx*perturb_nums+10][:,2],new_vel_models[sta_idx*perturb_nums+10][:,0],c='r')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " for k in range(perturb_nums):\n", - " temp_t = new_disp_data[sta_idx*perturb_nums+k][:,0]\n", - " temp_phase_vel = new_disp_data[sta_idx*perturb_nums+k][:,1]\n", - " temp_group_vel = new_disp_data[sta_idx*perturb_nums+k][:,2]\n", - " if temp_phase_vel.sum() == 0 or temp_group_vel.sum() == 0:\n", - " continue\n", - " else:\n", - " axs[i,j*2+1].scatter(temp_t,temp_phase_vel,s=0.2,c='pink', alpha=0.2)\n", - " axs[i,j*2+1].scatter(temp_t,temp_group_vel,s=0.2,c='lightblue', alpha=0.2)\n", - " axs[i,j*2+1].scatter(new_disp_data[sta_idx*perturb_nums][:,0],new_disp_data[sta_idx*perturb_nums][:,1],s=2,c='r')\n", - " axs[i,j*2+1].scatter(new_disp_data[sta_idx*perturb_nums][:,0],new_disp_data[sta_idx*perturb_nums][:,2],s=2,c='b')\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Process All the OpenFWI-FlatVel datasets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "3491d8e8d1f548b289aeebcd0277d9c0", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/496 [00:00 0.5\n", - " vp_model_subset = vp_model_subset[valid_indices]\n", - " \n", - " # perturb the vp model\n", - " vp_model_subset = p_map(augment_workflow,\n", - " list(vp_model_subset),\n", - " [depth]*len(vp_model_subset),\n", - " [disturb_nums]*len(vp_model_subset),\n", - " [vs_perturbation]*len(vp_model_subset),\n", - " [thickness_perturbation]*len(vp_model_subset),\n", - " [vel_threshold]*len(vp_model_subset),\n", - " [thickness_threshold]*len(vp_model_subset),\n", - " [min_layers_num]*len(vp_model_subset),\n", - " [smooth_vel]*len(vp_model_subset),\n", - " [smooth_nodes]*len(vp_model_subset))\n", - " vp_model_subset = np.array(vp_model_subset).reshape(-1,70)\n", - " vp_model_subset = vp_model_subset[vp_model_subset.sum(axis=1) > 0]\n", - "\n", - " # transform vp to vs\n", - " vs_models = transform_vp_to_vs(vp_model_subset)\n", - "\n", - " # transform vs to [depth,vp,vs,rho] model\n", - " vel_models = p_map(transform_vs_to_vel_model, list(vs_models), [depth]*len(vs_models))\n", - "\n", - " # Calculate dispersion curves\n", - " disp_data = p_map(calculate_dispersion, vel_models)\n", - " disp_data = np.array(disp_data)\n", - " \n", - " # Store results\n", - " disp_data_all.extend(disp_data)\n", - " vel_models_all.extend(vel_models)\n", - "\n", - " # Convert lists to numpy arrays and reshape\n", - " disp_data_all = np.array(disp_data_all)\n", - " vel_models_all = np.array(vel_models_all)\n", - "\n", - " # Filter out zero dispersion curves and corresponding velocity models\n", - " valid_indices = ~np.all(disp_data_all == 0, axis=(1,2))\n", - " disp_data_all = disp_data_all[valid_indices]\n", - " vel_models_all = vel_models_all[valid_indices]\n", - "\n", - " # Create output directory if it doesn't exist\n", - " os.makedirs(save_base_path, exist_ok=True)\n", - "\n", - " # Save processed data as compressed npz files\n", - " np.savez_compressed(os.path.join(save_base_path, \"FlatVelA_model.npz\"),\n", - " data=vel_models_all.astype(np.float32))\n", - " np.savez_compressed(os.path.join(save_base_path, \"FlatVelA_disp.npz\"),\n", - " data=disp_data_all.astype(np.float32))\n", - " \n", - "except Exception as e:\n", - " print(f\"An error occurred during processing: {str(e)}\")" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-shallow/0.2-10s-Aug/01_2_OpenFWI-FlatFault-A.ipynb b/Datasets-Construction/OpenSWI-shallow/0.2-10s-Aug/01_2_OpenFWI-FlatFault-A.ipynb deleted file mode 100644 index bd9906a923e268e2420a1797c8b78864e4b74345..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-shallow/0.2-10s-Aug/01_2_OpenFWI-FlatFault-A.ipynb +++ /dev/null @@ -1,681 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## FlatFault-A" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 2D foundation velocity model loading" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import os\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import sys\n", - "sys.path.append(\"../../../\")\n", - "from SWIDP.process_1d_shallow import *\n", - "from SWIDP.dispersion import *\n", - "from p_tqdm import p_map\n", - "\n", - "\n", - "data_base_path = \"../../../Datasets/Original/OpenSWI-shallow/FlatFault_A/model\"\n", - "\n", - "models_list = os.listdir(data_base_path)\n", - "\n", - "\n", - "models_path_list = []\n", - "for model_name in models_list:\n", - " model_path = os.path.join(data_base_path, model_name)\n", - " models_path_list.append(model_path)\n", - "\n", - "\n", - "vel_model_subsets0 = np.load(models_path_list[10])\n", - "vel_model_subsets0 = vel_model_subsets0.squeeze()\n", - "\n", - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " axs[i,j].imshow(vel_model_subsets0[i*ncols+j],cmap=\"jet\")\n", - " axs[i,j].set_xticks([])\n", - " axs[i,j].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 1D velocity model augmentation (example)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step 1: Velocity extraction" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# extract 1 velocity profile\n", - "vp = vel_model_subsets0[0,:,10]/1000\n", - "\n", - "# transform vp to vs using the empirical relation\n", - "vs = transform_vp_to_vs(vp)\n", - "depth = np.arange(len(vs))*0.04\n", - "vel_model = transform_vs_to_vel_model(vs,depth=depth)\n", - "\n", - "# figure the velocity model\n", - "plt.figure(figsize=(6, 5))\n", - "plt.step(vel_model[:, 1], vel_model[:, 0], label=r\"$v_p$\", linewidth=2)\n", - "plt.step(vel_model[:, 2], vel_model[:, 0], label=r\"$v_s$\", linewidth=2) \n", - "plt.step(vel_model[:, 3], vel_model[:, 0], label=r\"$\\rho$\", linewidth=2)\n", - "plt.gca().invert_yaxis()\n", - "plt.grid(True, linestyle='--', alpha=0.7)\n", - "plt.xlabel('Velocity/Density', fontsize=12)\n", - "plt.ylabel('Depth (km)', fontsize=12)\n", - "plt.legend(fontsize=10)\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step 2: Velocity Augmentation" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# get the vs model\n", - "vs = vel_model[:,2]\n", - "depth = vel_model[:,0]\n", - "\n", - "# disturb the vs model\n", - "perturb_nums = 100\n", - "vs_perturbation = 0.05\n", - "thickness_perturbation = 0.1\n", - "vel_threshold = 0.01\n", - "thickness_threshold = 0.01\n", - "min_layers_num = 3\n", - "smooth_vel = False\n", - "smooth_nodes = 10\n", - "\n", - "new_vs = augment_workflow(vs,\n", - " depth,\n", - " perturb_nums,\n", - " vs_perturbation,\n", - " thickness_perturbation,\n", - " vel_threshold,\n", - " thickness_threshold,\n", - " min_layers_num,\n", - " smooth_vel,\n", - " smooth_nodes)\n", - "# figure all the augmented vs models\n", - "\n", - "plt.figure(figsize=(6,5))\n", - "for i in range(new_vs.shape[0]):\n", - " plt.step(new_vs[i],depth,c=\"silver\",label=\"Perturbed\" if i == 0 else None)\n", - "plt.step(new_vs[0],depth,c=\"k\",label=\"Original\" if i == 0 else None)\n", - "# plt.step(vs,depth,c=\"r\",label=\"Original\")\n", - "plt.gca().invert_yaxis()\n", - "plt.legend(fontsize=10)\n", - "plt.xlabel(\"Velocity (km/s)\",fontsize=12)\n", - "plt.ylabel(\"Depth (km)\",fontsize=12)\n", - "plt.grid(True,linestyle=\"--\",alpha=0.7)\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step3: Surface Wave Dispersion Curve Modeling" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "t = generate_mixed_samples(num_samples=100,start=0.2,end=10,uniform_num=50,log_num=20,random_num=30)\n", - "\n", - "disp_original = calculate_dispersion(vel_model,t=t)\n", - "disp_augmented = []\n", - "for i in range(new_vs.shape[0]):\n", - " new_vel_model_i = transform_vs_to_vel_model(new_vs[i],depth=depth)\n", - " disp_augmented.append(calculate_dispersion(new_vel_model_i,t=t))\n", - "disp_augmented = np.array(disp_augmented)\n", - "\n", - "plt.figure(figsize=(10,5))\n", - "plt.subplot(121)\n", - "for i in range(new_vs.shape[0]):\n", - " plt.step(new_vs[i],depth,c='silver',label='Perturbed' if i == 0 else None, alpha=0.2)\n", - "plt.step(new_vs[0],depth,c='k',label='Original')\n", - "# plt.step(vel_model[:,2],depth,c='k',label='Original')\n", - "plt.gca().invert_yaxis()\n", - "\n", - "plt.subplot(122)\n", - "for i in range(new_vs.shape[0]):\n", - " plt.scatter(disp_augmented[i][:,0],disp_augmented[i][:,1],s=2,c='pink', alpha=0.2)\n", - " plt.scatter(disp_augmented[i][:,0],disp_augmented[i][:,2],s=2,c='lightblue', alpha=0.2)\n", - "plt.scatter(disp_original[:,0],disp_original[:,1],s=10,c='r')\n", - "plt.scatter(disp_original[:,0],disp_original[:,2],s=10,c='b')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 1D velocity model augmentation (multi-processing paralle)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step1: extract multiple 1D velocity models" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "82abd3bef451447199ba305f6a260455", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/500 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# extract 1 velocity profile\n", - "vp = vel_model_subsets0[:,:,10]/1000\n", - "\n", - "# transform vp to vs using the empirical relation\n", - "vs = transform_vp_to_vs(vp)\n", - "depth = np.arange(vs.shape[-1])*0.04\n", - "vel_models = p_map(transform_vs_to_vel_model,list(vs),[depth]*len(vs))\n", - "vel_models = np.array(vel_models)\n", - "\n", - "# figure the velocity model\n", - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " axs[i,j].step(vel_models[i*ncols+j][:, 1], vel_models[i*ncols+j][:, 0], label=r\"$v_p$\", linewidth=2)\n", - " axs[i,j].step(vel_models[i*ncols+j][:, 2], vel_models[i*ncols+j][:, 0], label=r\"$v_s$\", linewidth=2) \n", - " axs[i,j].step(vel_models[i*ncols+j][:, 3], vel_models[i*ncols+j][:, 0], label=r\"$\\rho$\", linewidth=2)\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_xticks([])\n", - " axs[i,j].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.tight_layout()\n", - "plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step 2: Pertubation each 1D profiles for N times" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "770bc36f566b4d01984acc6cb5147b8b", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/500 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# get the vs model\n", - "vs_list = vel_models[:,:,2].tolist() # (n_models, n_depth)\n", - "depth_list = vel_models[:,:,0].tolist() # (n_models, n_depth)\n", - "\n", - "# disturb the vs model\n", - "perturb_nums = 100\n", - "vs_perturbation = 0.05\n", - "thickness_perturbation = 0.1\n", - "vel_threshold = 0.1\n", - "thickness_threshold = 0.01\n", - "min_layers_num = 3\n", - "smooth_vel = False\n", - "smooth_nodes = 10\n", - "\n", - "new_vs_list = p_map(augment_workflow,\n", - " vs_list,\n", - " depth_list,\n", - " [perturb_nums]*len(vs_list),\n", - " [vs_perturbation]*len(vs_list),\n", - " [thickness_perturbation]*len(vs_list),\n", - " [vel_threshold]*len(vs_list),\n", - " [thickness_threshold]*len(vs_list),\n", - " [min_layers_num]*len(vs_list),\n", - " [smooth_vel]*len(vs_list),\n", - " [smooth_nodes]*len(vs_list))\n", - "new_vs_list = np.array(new_vs_list)\n", - "\n", - "\n", - "# figure all the augmented vs models\n", - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = i*ncols+j\n", - " for k in range(perturb_nums):\n", - " axs[i,j].step(new_vs_list[sta_idx][k],depth_list[sta_idx],c=\"silver\",label=\"Perturbed\" if i == 0 else None)\n", - " axs[i,j].step(new_vs_list[sta_idx][0],depth_list[sta_idx],c=\"k\",label=\"Original\")\n", - " axs[i,j].step(new_vs_list[sta_idx][10],depth_list[sta_idx],c=\"r\")\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_xticks([])\n", - " axs[i,j].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step 3: Calculate the corresponding dispersion curves" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "8e0309b2f029415a9edd1c8cf6436438", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/50000 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vel_models.shape[0])\n", - "\n", - " # velocity profile\n", - " for k in range(perturb_nums):\n", - " temp_vs = new_vel_models[sta_idx*perturb_nums+k][:,2]\n", - " temp_depth = new_vel_models[sta_idx*perturb_nums+k][:,0]\n", - " if temp_vs.sum() == 0:\n", - " continue\n", - " else:\n", - " axs[i,j*2].step(temp_vs,temp_depth,c='silver',alpha=0.2)\n", - " axs[i,j*2].step(new_vel_models[sta_idx*perturb_nums][:,2],new_vel_models[sta_idx*perturb_nums][:,0],c='k')\n", - " axs[i,j*2].step(new_vel_models[sta_idx*perturb_nums+10][:,2],new_vel_models[sta_idx*perturb_nums+10][:,0],c='r')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " for k in range(perturb_nums):\n", - " temp_t = new_disp_data[sta_idx*perturb_nums+k][:,0]\n", - " temp_phase_vel = new_disp_data[sta_idx*perturb_nums+k][:,1]\n", - " temp_group_vel = new_disp_data[sta_idx*perturb_nums+k][:,2]\n", - " if temp_phase_vel.sum() == 0 or temp_group_vel.sum() == 0:\n", - " continue\n", - " else:\n", - " axs[i,j*2+1].scatter(temp_t,temp_phase_vel,s=0.2,c='pink', alpha=0.2)\n", - " axs[i,j*2+1].scatter(temp_t,temp_group_vel,s=0.2,c='lightblue', alpha=0.2)\n", - " axs[i,j*2+1].scatter(new_disp_data[sta_idx*perturb_nums][:,0],new_disp_data[sta_idx*perturb_nums][:,1],s=2,c='r')\n", - " axs[i,j*2+1].scatter(new_disp_data[sta_idx*perturb_nums][:,0],new_disp_data[sta_idx*perturb_nums][:,2],s=2,c='b')\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Process All the OpenFWI-FlatVel datasets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "89fa8d4aa82c404e871751251b60c468", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/2706 [00:00 0]\n", - "\n", - " # transform vp to vs\n", - " vs_models = transform_vp_to_vs(vp_model_subset)\n", - "\n", - " # transform vs to [depth,vp,vs,rho] model\n", - " vel_models = p_map(transform_vs_to_vel_model, list(vs_models), [depth]*len(vs_models))\n", - "\n", - " # Calculate dispersion curves\n", - " disp_data = p_map(calculate_dispersion, vel_models)\n", - " disp_data = np.array(disp_data)\n", - " \n", - " # Store results\n", - " disp_data_all.extend(disp_data)\n", - " vel_models_all.extend(vel_models)\n", - "\n", - " # Convert lists to numpy arrays and reshape\n", - " disp_data_all = np.array(disp_data_all)\n", - " vel_models_all = np.array(vel_models_all)\n", - "\n", - " # Filter out zero dispersion curves and corresponding velocity models\n", - " valid_indices = ~np.all(disp_data_all == 0, axis=(1,2))\n", - " disp_data_all = disp_data_all[valid_indices]\n", - " vel_models_all = vel_models_all[valid_indices]\n", - "\n", - " # Create output directory if it doesn't exist\n", - " os.makedirs(save_base_path, exist_ok=True)\n", - "\n", - " # Save processed data as compressed npz files\n", - " np.savez_compressed(os.path.join(save_base_path, \"FlatFaultA_model.npz\"),\n", - " data=vel_models_all.astype(np.float32))\n", - " np.savez_compressed(os.path.join(save_base_path, \"FlatFaultA_disp.npz\"),\n", - " data=disp_data_all.astype(np.float32))\n", - " \n", - "except Exception as e:\n", - " print(f\"An error occurred during processing: {str(e)}\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-shallow/0.2-10s-Aug/01_3_OpenFWI-CurveVel-A.ipynb b/Datasets-Construction/OpenSWI-shallow/0.2-10s-Aug/01_3_OpenFWI-CurveVel-A.ipynb deleted file mode 100644 index b79a5fd5279aca15830c099a061a3d240c75a787..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-shallow/0.2-10s-Aug/01_3_OpenFWI-CurveVel-A.ipynb +++ /dev/null @@ -1,660 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## CurveVel-A (Fold)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 2D foundation velocity model loading" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import os\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import sys\n", - "sys.path.append(\"../../../\")\n", - "from SWIDP.process_1d_shallow import *\n", - "from SWIDP.dispersion import *\n", - "from p_tqdm import p_map\n", - "\n", - "\n", - "data_base_path = \"../../../Datasets/Original/OpenSWI-shallow/CurveVel_A/model\"\n", - "\n", - "models_list = os.listdir(data_base_path)\n", - "\n", - "\n", - "models_path_list = []\n", - "for model_name in models_list:\n", - " model_path = os.path.join(data_base_path, model_name)\n", - " models_path_list.append(model_path)\n", - "\n", - "\n", - "vel_model_subsets0 = np.load(models_path_list[10])\n", - "vel_model_subsets0 = vel_model_subsets0.squeeze()\n", - "\n", - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " axs[i,j].imshow(vel_model_subsets0[i*ncols+j],cmap=\"jet\")\n", - " axs[i,j].set_xticks([])\n", - " axs[i,j].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 1D velocity model augmentation (example)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step 1: Velocity extraction" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# extract 1 velocity profile\n", - "vp = vel_model_subsets0[0,:,10]/1000\n", - "\n", - "# transform vp to vs using the empirical relation\n", - "vs = transform_vp_to_vs(vp)\n", - "depth = np.arange(len(vs))*0.04\n", - "vel_model = transform_vs_to_vel_model(vs,depth=depth)\n", - "\n", - "# figure the velocity model\n", - "plt.figure(figsize=(6, 5))\n", - "plt.step(vel_model[:, 1], vel_model[:, 0], label=r\"$v_p$\", linewidth=2)\n", - "plt.step(vel_model[:, 2], vel_model[:, 0], label=r\"$v_s$\", linewidth=2) \n", - "plt.step(vel_model[:, 3], vel_model[:, 0], label=r\"$\\rho$\", linewidth=2)\n", - "plt.gca().invert_yaxis()\n", - "plt.grid(True, linestyle='--', alpha=0.7)\n", - "plt.xlabel('Velocity/Density', fontsize=12)\n", - "plt.ylabel('Depth (km)', fontsize=12)\n", - "plt.legend(fontsize=10)\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step 2: Velocity Augmentation" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# get the vs model\n", - "vs = vel_model[:,2]\n", - "depth = vel_model[:,0]\n", - "\n", - "# disturb the vs model\n", - "perturb_nums = 100\n", - "vs_perturbation = 0.05\n", - "thickness_perturbation = 0.1\n", - "vel_threshold = 0.1\n", - "thickness_threshold = 0.01\n", - "min_layers_num = 3\n", - "smooth_vel = False\n", - "smooth_nodes = 10\n", - "\n", - "new_vs = augment_workflow(vs,\n", - " depth,\n", - " perturb_nums,\n", - " vs_perturbation,\n", - " thickness_perturbation,\n", - " vel_threshold,\n", - " thickness_threshold,\n", - " min_layers_num,\n", - " smooth_vel,\n", - " smooth_nodes)\n", - "\n", - "# figure all the augmented vs models\n", - "\n", - "plt.figure(figsize=(6,5))\n", - "for i in range(new_vs.shape[0]):\n", - " plt.step(new_vs[i],depth,c=\"silver\",label=\"Perturbed\" if i == 0 else None)\n", - "plt.step(vs,depth,c=\"k\",label=\"Original\")\n", - "plt.gca().invert_yaxis()\n", - "plt.legend(fontsize=10)\n", - "plt.xlabel(\"Velocity (km/s)\",fontsize=12)\n", - "plt.ylabel(\"Depth (km)\",fontsize=12)\n", - "plt.grid(True,linestyle=\"--\",alpha=0.7)\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step3: Surface Wave Dispersion Curve Modeling" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "t = generate_mixed_samples(num_samples=100,start=0.2,end=10,uniform_num=50,log_num=20,random_num=30)\n", - "\n", - "disp_original = calculate_dispersion(vel_model,t=t)\n", - "disp_augmented = []\n", - "for i in range(new_vs.shape[0]):\n", - " new_vel_model_i = transform_vs_to_vel_model(new_vs[i],depth=depth)\n", - " disp_augmented.append(calculate_dispersion(new_vel_model_i,t=t))\n", - "disp_augmented = np.array(disp_augmented)\n", - "\n", - "plt.figure(figsize=(10,5))\n", - "plt.subplot(121)\n", - "for i in range(new_vs.shape[0]):\n", - " plt.step(new_vs[i],depth,c='silver',label='Perturbed' if i == 0 else None, alpha=0.2)\n", - "plt.step(vel_model[:,2],depth,c='k',label='Original')\n", - "plt.gca().invert_yaxis()\n", - "\n", - "plt.subplot(122)\n", - "for i in range(new_vs.shape[0]):\n", - " plt.scatter(disp_augmented[i][:,0],disp_augmented[i][:,1],s=2,c='pink', alpha=0.2)\n", - " plt.scatter(disp_augmented[i][:,0],disp_augmented[i][:,2],s=2,c='lightblue', alpha=0.2)\n", - "plt.scatter(disp_original[:,0],disp_original[:,1],s=10,c='r')\n", - "plt.scatter(disp_original[:,0],disp_original[:,2],s=10,c='b')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 1D velocity model augmentation (multi-processing paralle)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step1: extract multiple 1D velocity models" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "056c14836f2642f68ac2af1bf2b4df1b", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/500 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# extract 1 velocity profile\n", - "vp = vel_model_subsets0[:,:,10]/1000\n", - "\n", - "# transform vp to vs using the empirical relation\n", - "vs = transform_vp_to_vs(vp)\n", - "depth = np.arange(vs.shape[-1])*0.04\n", - "vel_models = p_map(transform_vs_to_vel_model,list(vs),[depth]*len(vs))\n", - "vel_models = np.array(vel_models)\n", - "\n", - "# figure the velocity model\n", - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " axs[i,j].step(vel_models[i*ncols+j][:, 1], vel_models[i*ncols+j][:, 0], label=r\"$v_p$\", linewidth=2)\n", - " axs[i,j].step(vel_models[i*ncols+j][:, 2], vel_models[i*ncols+j][:, 0], label=r\"$v_s$\", linewidth=2) \n", - " axs[i,j].step(vel_models[i*ncols+j][:, 3], vel_models[i*ncols+j][:, 0], label=r\"$\\rho$\", linewidth=2)\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_xticks([])\n", - " axs[i,j].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.tight_layout()\n", - "plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step 2: Pertubation each 1D profiles for N times" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "333d8b27b7d647609da9205d56b2573a", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/500 [00:00 0]\n", - "\n", - " # transform vp to vs\n", - " vs_models = transform_vp_to_vs(vp_model_subset)\n", - "\n", - " # transform vs to [depth,vp,vs,rho] model\n", - " vel_models = p_map(transform_vs_to_vel_model, list(vs_models), [depth]*len(vs_models))\n", - "\n", - " # Calculate dispersion curves\n", - " disp_data = p_map(calculate_dispersion, vel_models)\n", - " disp_data = np.array(disp_data)\n", - " \n", - " # Store results\n", - " disp_data_all.extend(disp_data)\n", - " vel_models_all.extend(vel_models)\n", - "\n", - " # Convert lists to numpy arrays and reshape\n", - " disp_data_all = np.array(disp_data_all)\n", - " vel_models_all = np.array(vel_models_all)\n", - "\n", - " # Filter out zero dispersion curves and corresponding velocity models\n", - " valid_indices = ~np.all(disp_data_all == 0, axis=(1,2))\n", - " disp_data_all = disp_data_all[valid_indices]\n", - " vel_models_all = vel_models_all[valid_indices]\n", - "\n", - " # Create output directory if it doesn't exist\n", - " os.makedirs(save_base_path, exist_ok=True)\n", - "\n", - " # Save processed data as compressed npz files\n", - " np.savez_compressed(os.path.join(save_base_path, \"CurveVelA_model.npz\"),\n", - " data=vel_models_all.astype(np.float32))\n", - " np.savez_compressed(os.path.join(save_base_path, \"CurveVelA_disp.npz\"),\n", - " data=disp_data_all.astype(np.float32))\n", - " \n", - "except Exception as e:\n", - " print(f\"An error occurred during processing: {str(e)}\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-shallow/0.2-10s-Aug/01_4_OpenFWI-CurveFault-A.ipynb b/Datasets-Construction/OpenSWI-shallow/0.2-10s-Aug/01_4_OpenFWI-CurveFault-A.ipynb deleted file mode 100644 index 0a7dd5b3a5ddd9bcadf21faa96003de94c5abe14..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-shallow/0.2-10s-Aug/01_4_OpenFWI-CurveFault-A.ipynb +++ /dev/null @@ -1,690 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## CurveFault-A (Fold-Fault)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 2D foundation velocity model loading" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import os\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import sys\n", - "sys.path.append(\"../../../\")\n", - "from SWIDP.process_1d_shallow import *\n", - "from SWIDP.dispersion import *\n", - "from p_tqdm import p_map\n", - "\n", - "\n", - "data_base_path = \"../../../Datasets/Original/OpenSWI-shallow/CurveFault_A/model\"\n", - "\n", - "models_list = os.listdir(data_base_path)\n", - "\n", - "\n", - "models_path_list = []\n", - "for model_name in models_list:\n", - " model_path = os.path.join(data_base_path, model_name)\n", - " models_path_list.append(model_path)\n", - "\n", - "\n", - "vel_model_subsets0 = np.load(models_path_list[10])\n", - "vel_model_subsets0 = vel_model_subsets0.squeeze()\n", - "\n", - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " axs[i,j].imshow(vel_model_subsets0[i*ncols+j],cmap=\"jet\")\n", - " axs[i,j].set_xticks([])\n", - " axs[i,j].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 1D velocity model augmentation (example)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step 1: Velocity extraction" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# extract 1 velocity profile\n", - "vp = vel_model_subsets0[0,:,10]/1000\n", - "\n", - "# transform vp to vs using the empirical relation\n", - "vs = transform_vp_to_vs(vp)\n", - "depth = np.arange(len(vs))*0.04\n", - "vel_model = transform_vs_to_vel_model(vs,depth=depth)\n", - "\n", - "# figure the velocity model\n", - "plt.figure(figsize=(6, 5))\n", - "plt.step(vel_model[:, 1], vel_model[:, 0], label=r\"$v_p$\", linewidth=2)\n", - "plt.step(vel_model[:, 2], vel_model[:, 0], label=r\"$v_s$\", linewidth=2) \n", - "plt.step(vel_model[:, 3], vel_model[:, 0], label=r\"$\\rho$\", linewidth=2)\n", - "plt.gca().invert_yaxis()\n", - "plt.grid(True, linestyle='--', alpha=0.7)\n", - "plt.xlabel('Velocity/Density', fontsize=12)\n", - "plt.ylabel('Depth (km)', fontsize=12)\n", - "plt.legend(fontsize=10)\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step 2: Velocity Augmentation" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# get the vs model\n", - "vs = vel_model[:,2]\n", - "depth = vel_model[:,0]\n", - "\n", - "# disturb the vs model\n", - "perturb_nums = 100\n", - "vs_perturbation = 0.05\n", - "thickness_perturbation = 0.1\n", - "vel_threshold = 0.1\n", - "thickness_threshold = 0.01\n", - "min_layers_num = 3\n", - "smooth_vel = False\n", - "smooth_nodes = 10\n", - "\n", - "new_vs = augment_workflow(vs,\n", - " depth,\n", - " perturb_nums,\n", - " vs_perturbation,\n", - " thickness_perturbation,\n", - " vel_threshold,\n", - " thickness_threshold,\n", - " min_layers_num,\n", - " smooth_vel,\n", - " smooth_nodes)\n", - "\n", - "# figure all the augmented vs models\n", - "plt.figure(figsize=(6,5))\n", - "for i in range(new_vs.shape[0]):\n", - " plt.step(new_vs[i],depth,c=\"silver\",label=\"Perturbed\" if i == 0 else None)\n", - "plt.step(vs,depth,c=\"k\",label=\"Original\")\n", - "plt.gca().invert_yaxis()\n", - "plt.legend(fontsize=10)\n", - "plt.xlabel(\"Velocity (km/s)\",fontsize=12)\n", - "plt.ylabel(\"Depth (km)\",fontsize=12)\n", - "plt.grid(True,linestyle=\"--\",alpha=0.7)\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step3: Surface Wave Dispersion Curve Modeling" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "t = generate_mixed_samples(num_samples=100,start=0.2,end=10,uniform_num=50,log_num=20,random_num=30)\n", - "\n", - "disp_original = calculate_dispersion(vel_model,t=t)\n", - "disp_augmented = []\n", - "for i in range(new_vs.shape[0]):\n", - " new_vel_model_i = transform_vs_to_vel_model(new_vs[i],depth=depth)\n", - " disp_augmented.append(calculate_dispersion(new_vel_model_i,t=t))\n", - "disp_augmented = np.array(disp_augmented)\n", - "\n", - "plt.figure(figsize=(10,5))\n", - "plt.subplot(121)\n", - "for i in range(new_vs.shape[0]):\n", - " plt.step(new_vs[i],depth,c='silver',label='Perturbed' if i == 0 else None, alpha=0.2)\n", - "plt.step(vel_model[:,2],depth,c='k',label='Original')\n", - "plt.gca().invert_yaxis()\n", - "\n", - "plt.subplot(122)\n", - "for i in range(new_vs.shape[0]):\n", - " plt.scatter(disp_augmented[i][:,0],disp_augmented[i][:,1],s=2,c='pink', alpha=0.2)\n", - " plt.scatter(disp_augmented[i][:,0],disp_augmented[i][:,2],s=2,c='lightblue', alpha=0.2)\n", - "plt.scatter(disp_original[:,0],disp_original[:,1],s=10,c='r')\n", - "plt.scatter(disp_original[:,0],disp_original[:,2],s=10,c='b')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 1D velocity model augmentation (multi-processing paralle)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step1: extract multiple 1D velocity models" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "81252b737cb74995bce88545fbc1005b", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/500 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# extract 1 velocity profile\n", - "vp = vel_model_subsets0[:,:,10]/1000\n", - "\n", - "# transform vp to vs using the empirical relation\n", - "vs = transform_vp_to_vs(vp)\n", - "depth = np.arange(vs.shape[-1])*0.04\n", - "vel_models = p_map(transform_vs_to_vel_model,list(vs),[depth]*len(vs))\n", - "vel_models = np.array(vel_models)\n", - "\n", - "# figure the velocity model\n", - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " axs[i,j].step(vel_models[i*ncols+j][:, 1], vel_models[i*ncols+j][:, 0], label=r\"$v_p$\", linewidth=2)\n", - " axs[i,j].step(vel_models[i*ncols+j][:, 2], vel_models[i*ncols+j][:, 0], label=r\"$v_s$\", linewidth=2) \n", - " axs[i,j].step(vel_models[i*ncols+j][:, 3], vel_models[i*ncols+j][:, 0], label=r\"$\\rho$\", linewidth=2)\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_xticks([])\n", - " axs[i,j].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.tight_layout()\n", - "plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step 2: Pertubation each 1D profiles for N times" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "f4df8111633e468e829b4457b7eb193a", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/500 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# get the vs model\n", - "vs_list = vel_models[:,:,2].tolist() # (n_models, n_depth)\n", - "depth_list = vel_models[:,:,0].tolist() # (n_models, n_depth)\n", - "\n", - "# disturb the vs model\n", - "perturb_nums = 100\n", - "vs_perturbation = 0.05\n", - "thickness_perturbation = 0.1\n", - "vel_threshold = 0.1\n", - "thickness_threshold = 0.01\n", - "min_layers_num = 3\n", - "smooth_vel = False\n", - "smoothnodes = 10\n", - "\n", - "new_vs_list = p_map(augment_workflow,\n", - " vs_list,\n", - " depth_list,\n", - " [perturb_nums]*len(vs_list),\n", - " [vs_perturbation]*len(vs_list),\n", - " [thickness_perturbation]*len(vs_list),\n", - " [vel_threshold]*len(vs_list),\n", - " [thickness_threshold]*len(vs_list),\n", - " [min_layers_num]*len(vs_list),\n", - " [smooth_vel]*len(vs_list),\n", - " [smoothnodes]*len(vs_list))\n", - "new_vs_list = np.array(new_vs_list) # (n_models, n_perturbations, n_depth)\n", - "\n", - "\n", - "# figure all the augmented vs models\n", - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = i*ncols+j\n", - " for k in range(perturb_nums):\n", - " axs[i,j].step(new_vs_list[sta_idx][k],depth_list[sta_idx],c=\"silver\",label=\"Perturbed\" if i == 0 else None)\n", - " axs[i,j].step(new_vs_list[sta_idx][0],depth_list[sta_idx],c=\"k\",label=\"Original\")\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_xticks([])\n", - " axs[i,j].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step 3: Calculate the corresponding dispersion curves" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "7d8f042dd2ac4fb89342d089bbcdffb5", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/50000 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vel_models.shape[0])\n", - "\n", - " # velocity profile\n", - " for k in range(perturb_nums):\n", - " temp_vs = new_vel_models[sta_idx*perturb_nums+k][:,2]\n", - " temp_depth = new_vel_models[sta_idx*perturb_nums+k][:,0]\n", - " if temp_vs.sum() == 0:\n", - " continue\n", - " else:\n", - " axs[i,j*2].step(temp_vs,temp_depth,c='silver',alpha=0.2)\n", - " axs[i,j*2].step(new_vel_models[sta_idx*perturb_nums][:,2],new_vel_models[sta_idx*perturb_nums][:,0],c='k')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " for k in range(perturb_nums):\n", - " temp_t = new_disp_data[sta_idx*perturb_nums+k][:,0]\n", - " temp_phase_vel = new_disp_data[sta_idx*perturb_nums+k][:,1]\n", - " temp_group_vel = new_disp_data[sta_idx*perturb_nums+k][:,2]\n", - " if temp_phase_vel.sum() == 0 or temp_group_vel.sum() == 0:\n", - " continue\n", - " else:\n", - " axs[i,j*2+1].scatter(temp_t,temp_phase_vel,s=0.2,c='pink', alpha=0.2)\n", - " axs[i,j*2+1].scatter(temp_t,temp_group_vel,s=0.2,c='lightblue', alpha=0.2)\n", - " axs[i,j*2+1].scatter(new_disp_data[sta_idx*perturb_nums][:,0],new_disp_data[sta_idx*perturb_nums][:,1],s=2,c='r')\n", - " axs[i,j*2+1].scatter(new_disp_data[sta_idx*perturb_nums][:,0],new_disp_data[sta_idx*perturb_nums][:,2],s=2,c='b')\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Process All the OpenFWI-FlatVel datasets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "5cd1f9174a314392bcb0ac14374a6048", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/16844 [00:00 0]\n", - "\n", - " # transform vp to vs\n", - " vs_models = transform_vp_to_vs(vp_model_subset)\n", - "\n", - " # transform vs to [depth,vp,vs,rho] model\n", - " vel_models = p_map(transform_vs_to_vel_model, list(vs_models), [depth]*len(vs_models))\n", - "\n", - " # Calculate dispersion curves\n", - " disp_data = p_map(calculate_dispersion, vel_models)\n", - " disp_data = np.array(disp_data)\n", - " \n", - " # Store results\n", - " disp_data_all.extend(disp_data)\n", - " vel_models_all.extend(vel_models)\n", - "\n", - " # Convert lists to numpy arrays and reshape\n", - " disp_data_all = np.array(disp_data_all)\n", - " vel_models_all = np.array(vel_models_all)\n", - "\n", - " # Filter out zero dispersion curves and corresponding velocity models\n", - " valid_indices = ~np.all(disp_data_all == 0, axis=(1,2))\n", - " disp_data_all = disp_data_all[valid_indices]\n", - " vel_models_all = vel_models_all[valid_indices]\n", - "\n", - " # Create output directory if it doesn't exist\n", - " os.makedirs(save_base_path, exist_ok=True)\n", - "\n", - " # Save processed data as compressed npz files\n", - " np.savez_compressed(os.path.join(save_base_path, \"CurveFaultA_model.npz\"),\n", - " data=vel_models_all.astype(np.float32))\n", - " np.savez_compressed(os.path.join(save_base_path, \"CurveFaultA_disp.npz\"),\n", - " data=disp_data_all.astype(np.float32))\n", - " \n", - "except Exception as e:\n", - " print(f\"An error occurred during processing: {str(e)}\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-shallow/0.2-10s-Aug/01_5_OpenFWI-Style-A.ipynb b/Datasets-Construction/OpenSWI-shallow/0.2-10s-Aug/01_5_OpenFWI-Style-A.ipynb deleted file mode 100644 index 7e95cdb4ac222ca4a3fd31287500ae4dd5290103..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-shallow/0.2-10s-Aug/01_5_OpenFWI-Style-A.ipynb +++ /dev/null @@ -1,696 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Style-A (Field)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 2D foundation velocity model loading" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import os\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import sys\n", - "sys.path.append(\"../../../\")\n", - "from SWIDP.process_1d_shallow import *\n", - "from SWIDP.dispersion import *\n", - "from p_tqdm import p_map\n", - "\n", - "\n", - "data_base_path = \"../../../Datasets/Original/OpenSWI-shallow/Style_A/model\"\n", - "\n", - "models_list = os.listdir(data_base_path)\n", - "\n", - "\n", - "models_path_list = []\n", - "for model_name in models_list:\n", - " model_path = os.path.join(data_base_path, model_name)\n", - " models_path_list.append(model_path)\n", - "\n", - "\n", - "vel_model_subsets0 = np.load(models_path_list[10])\n", - "vel_model_subsets0 = vel_model_subsets0.squeeze()\n", - "\n", - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " axs[i,j].imshow(vel_model_subsets0[i*ncols+j],cmap=\"jet\")\n", - " axs[i,j].set_xticks([])\n", - " axs[i,j].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 1D velocity model augmentation (example)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step 1: Velocity extraction" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# extract 1 velocity profile\n", - "vp = vel_model_subsets0[0,:,10]/1000\n", - "\n", - "# transform vp to vs using the empirical relation\n", - "vs = transform_vp_to_vs(vp)\n", - "depth = np.arange(len(vs))*0.04\n", - "vel_model = transform_vs_to_vel_model(vs,depth=depth)\n", - "\n", - "# figure the velocity model\n", - "plt.figure(figsize=(6, 5))\n", - "plt.step(vel_model[:, 1], vel_model[:, 0], label=r\"$v_p$\", linewidth=2)\n", - "plt.step(vel_model[:, 2], vel_model[:, 0], label=r\"$v_s$\", linewidth=2) \n", - "plt.step(vel_model[:, 3], vel_model[:, 0], label=r\"$\\rho$\", linewidth=2)\n", - "plt.gca().invert_yaxis()\n", - "plt.grid(True, linestyle='--', alpha=0.7)\n", - "plt.xlabel('Velocity/Density', fontsize=12)\n", - "plt.ylabel('Depth (km)', fontsize=12)\n", - "plt.legend(fontsize=10)\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step 2: Velocity Augmentation" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# get the vs model\n", - "vs = vel_model[:,2]\n", - "depth = vel_model[:,0]\n", - "\n", - "# disturb the vs model\n", - "perturb_nums = 100\n", - "vs_perturbation = 0.05\n", - "thickness_perturbation = 0.05\n", - "vel_threshold = 0.02\n", - "thickness_threshold = 0.01\n", - "min_layers_num = 3\n", - "smooth_vel = True\n", - "smooth_nodes = 10\n", - "\n", - "new_vs = augment_workflow(vs,\n", - " depth,\n", - " perturb_nums,\n", - " vs_perturbation,\n", - " thickness_perturbation,\n", - " vel_threshold,\n", - " thickness_threshold,\n", - " min_layers_num,\n", - " smooth_vel,\n", - " smooth_nodes)\n", - "\n", - "# figure all the augmented vs models\n", - "\n", - "plt.figure(figsize=(6,5))\n", - "for i in range(new_vs.shape[0]):\n", - " plt.step(new_vs[i],depth,c=\"silver\",label=\"Perturbed\" if i == 0 else None)\n", - "# plt.step(vs,depth,c=\"k\",label=\"Original\")\n", - "plt.step(new_vs[0],depth,c=\"k\",label=\"Original\")\n", - "plt.step(new_vs[10],depth,c=\"r\")\n", - "plt.gca().invert_yaxis()\n", - "plt.legend(fontsize=10)\n", - "plt.xlabel(\"Velocity (km/s)\",fontsize=12)\n", - "plt.ylabel(\"Depth (km)\",fontsize=12)\n", - "plt.grid(True,linestyle=\"--\",alpha=0.7)\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step3: Surface Wave Dispersion Curve Modeling" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "t = generate_mixed_samples(num_samples=100,start=0.2,end=10,uniform_num=50,log_num=20,random_num=30)\n", - "\n", - "disp_original = calculate_dispersion(vel_model,t=t)\n", - "disp_augmented = []\n", - "for i in range(new_vs.shape[0]):\n", - " new_vel_model_i = transform_vs_to_vel_model(new_vs[i],depth=depth)\n", - " disp_augmented.append(calculate_dispersion(new_vel_model_i,t=t))\n", - "disp_augmented = np.array(disp_augmented)\n", - "\n", - "plt.figure(figsize=(10,5))\n", - "plt.subplot(121)\n", - "for i in range(new_vs.shape[0]):\n", - " plt.step(new_vs[i],depth,c='silver',label='Perturbed' if i == 0 else None, alpha=0.2)\n", - "plt.step(new_vs[0],depth,c='k',label='Original')\n", - "plt.gca().invert_yaxis()\n", - "\n", - "plt.subplot(122)\n", - "for i in range(new_vs.shape[0]):\n", - " plt.scatter(disp_augmented[i][:,0],disp_augmented[i][:,1],s=2,c='pink', alpha=0.2)\n", - " plt.scatter(disp_augmented[i][:,0],disp_augmented[i][:,2],s=2,c='lightblue', alpha=0.2)\n", - "plt.scatter(disp_original[:,0],disp_original[:,1],s=10,c='r')\n", - "plt.scatter(disp_original[:,0],disp_original[:,2],s=10,c='b')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 1D velocity model augmentation (multi-processing paralle)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step1: extract multiple 1D velocity models" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "91b4a00b0f284e7997b5d1287ac4c4c1", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/500 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# extract 1 velocity profile\n", - "vp = vel_model_subsets0[:,:,10]/1000\n", - "\n", - "# transform vp to vs using the empirical relation\n", - "vs = transform_vp_to_vs(vp)\n", - "depth = np.arange(vs.shape[-1])*0.04\n", - "vel_models = p_map(transform_vs_to_vel_model,list(vs),[depth]*len(vs))\n", - "vel_models = np.array(vel_models)\n", - "\n", - "# figure the velocity model\n", - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " axs[i,j].step(vel_models[i*ncols+j][:, 1], vel_models[i*ncols+j][:, 0], label=r\"$v_p$\", linewidth=2)\n", - " axs[i,j].step(vel_models[i*ncols+j][:, 2], vel_models[i*ncols+j][:, 0], label=r\"$v_s$\", linewidth=2) \n", - " axs[i,j].step(vel_models[i*ncols+j][:, 3], vel_models[i*ncols+j][:, 0], label=r\"$\\rho$\", linewidth=2)\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_xticks([])\n", - " axs[i,j].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.tight_layout()\n", - "plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step 2: Pertubation each 1D profiles for N times" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "2700e2a7571d4000bfc968a8a44fedda", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/500 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# get the vs model\n", - "vs_list = vel_models[:,:,2] # (n_models, n_depth)\n", - "depth_list = vel_models[:,:,0] # (n_models, n_depth)\n", - "\n", - "# disturb the vs model\n", - "perturb_nums = 100\n", - "vs_perturbation = 0.1\n", - "thickness_perturbation = 0.1\n", - "vel_threshold = 0.02\n", - "thickness_threshold = 0.01\n", - "min_layers_num = 3\n", - "smooth_vel = True\n", - "smooth_nodes = 10\n", - "\n", - "new_vs_list = p_map(augment_workflow,\n", - " vs_list,\n", - " depth_list,\n", - " [perturb_nums]*len(vs_list),\n", - " [vs_perturbation]*len(vs_list),\n", - " [thickness_perturbation]*len(vs_list),\n", - " [vel_threshold]*len(vs_list),\n", - " [thickness_threshold]*len(vs_list),\n", - " [min_layers_num]*len(vs_list),\n", - " [smooth_vel]*len(vs_list),\n", - " [smooth_nodes]*len(vs_list))\n", - "new_vs_list = np.array(new_vs_list)\n", - "\n", - "\n", - "# figure all the augmented vs models\n", - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = i*ncols+j\n", - " for k in range(perturb_nums):\n", - " axs[i,j].step(new_vs_list[sta_idx][k],depth_list[sta_idx],c=\"silver\",label=\"Perturbed\" if i == 0 else None)\n", - " axs[i,j].step(new_vs_list[sta_idx][0],depth_list[sta_idx],c=\"k\",label=\"Original\")\n", - " axs[i,j].step(new_vs_list[sta_idx][10],depth_list[sta_idx],c=\"r\")\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_xticks([])\n", - " axs[i,j].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step 3: Calculate the corresponding dispersion curves" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "a608f248d579403db0ed300fc8f5e3a1", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/50000 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vel_models.shape[0])\n", - "\n", - " # velocity profile\n", - " for k in range(perturb_nums):\n", - " temp_vs = new_vel_models[sta_idx*perturb_nums+k][:,2]\n", - " temp_depth = new_vel_models[sta_idx*perturb_nums+k][:,0]\n", - " if temp_vs.sum() == 0:\n", - " continue\n", - " else:\n", - " axs[i,j*2].step(temp_vs,temp_depth,c='silver',alpha=0.2)\n", - " axs[i,j*2].step(new_vel_models[sta_idx*perturb_nums][:,2],new_vel_models[sta_idx*perturb_nums][:,0],c='k')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " for k in range(perturb_nums):\n", - " temp_t = new_disp_data[sta_idx*perturb_nums+k][:,0]\n", - " temp_phase_vel = new_disp_data[sta_idx*perturb_nums+k][:,1]\n", - " temp_group_vel = new_disp_data[sta_idx*perturb_nums+k][:,2]\n", - " if temp_phase_vel.sum() == 0 or temp_group_vel.sum() == 0:\n", - " continue\n", - " else:\n", - " axs[i,j*2+1].scatter(temp_t,temp_phase_vel,s=0.2,c='pink', alpha=0.2)\n", - " axs[i,j*2+1].scatter(temp_t,temp_group_vel,s=0.2,c='lightblue', alpha=0.2)\n", - " axs[i,j*2+1].scatter(new_disp_data[sta_idx*perturb_nums][:,0],new_disp_data[sta_idx*perturb_nums][:,1],s=2,c='r')\n", - " axs[i,j*2+1].scatter(new_disp_data[sta_idx*perturb_nums][:,0],new_disp_data[sta_idx*perturb_nums][:,2],s=2,c='b')\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Process All the OpenFWI-FlatVel datasets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "012fb23076a94d9c93969b455aa546f5", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/35000 [00:00 0]\n", - "\n", - " # transform vp to vs\n", - " vs_models = transform_vp_to_vs(vp_model_subset)\n", - "\n", - " # transform vs to [depth,vp,vs,rho] model\n", - " vel_models = p_map(transform_vs_to_vel_model, list(vs_models), [depth]*len(vs_models))\n", - "\n", - " # Calculate dispersion curves\n", - " disp_data = p_map(calculate_dispersion, vel_models)\n", - " disp_data = np.array(disp_data)\n", - " \n", - " # Store results\n", - " disp_data_all.extend(disp_data)\n", - " vel_models_all.extend(vel_models)\n", - "\n", - " # Convert lists to numpy arrays and reshape\n", - " disp_data_all = np.array(disp_data_all)\n", - " vel_models_all = np.array(vel_models_all)\n", - "\n", - " # Filter out zero dispersion curves and corresponding velocity models\n", - " valid_indices = ~np.all(disp_data_all == 0, axis=(1,2))\n", - " disp_data_all = disp_data_all[valid_indices]\n", - " vel_models_all = vel_models_all[valid_indices]\n", - "\n", - " # Create output directory if it doesn't exist\n", - " os.makedirs(save_base_path, exist_ok=True)\n", - "\n", - " # Save processed data as compressed npz files\n", - " np.savez_compressed(os.path.join(save_base_path, \"StyleA_model.npz\"),\n", - " data=vel_models_all.astype(np.float32))\n", - " np.savez_compressed(os.path.join(save_base_path, \"StyleA_disp.npz\"),\n", - " data=disp_data_all.astype(np.float32))\n", - " \n", - "except Exception as e:\n", - " print(f\"An error occurred during processing: {str(e)}\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-shallow/0.2-10s-Aug/vp_demo.txt b/Datasets-Construction/OpenSWI-shallow/0.2-10s-Aug/vp_demo.txt deleted file mode 100644 index e45e98019202bd7041e4f0aaf6822d69528f40e0..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-shallow/0.2-10s-Aug/vp_demo.txt +++ /dev/null @@ -1,70 +0,0 @@ -0.0000 1.5870 -0.0400 1.5870 -0.0800 1.5870 -0.1200 1.5870 -0.1600 1.5870 -0.2000 1.5870 -0.2400 1.5870 -0.2800 1.5870 -0.3200 2.1660 -0.3600 2.1660 -0.4000 2.1660 -0.4400 2.1660 -0.4800 2.1660 -0.5200 2.1660 -0.5600 2.1660 -0.6000 2.1660 -0.6400 2.1660 -0.6800 2.7230 -0.7200 2.7230 -0.7600 2.7230 -0.8000 2.7230 -0.8400 2.7230 -0.8800 2.7230 -0.9200 2.7230 -0.9600 2.7230 -1.0000 2.7230 -1.0400 2.7230 -1.0800 2.7230 -1.1200 2.9820 -1.1600 2.9820 -1.2000 2.9820 -1.2400 2.9820 -1.2800 2.9820 -1.3200 2.9820 -1.3600 2.9820 -1.4000 2.9820 -1.4400 2.9820 -1.4800 3.0040 -1.5200 3.0040 -1.5600 3.0040 -1.6000 3.0040 -1.6400 3.0040 -1.6800 3.0040 -1.7200 3.0040 -1.7600 3.0040 -1.8000 3.0040 -1.8400 3.0180 -1.8800 3.0180 -1.9200 3.0180 -1.9600 3.0180 -2.0000 3.0180 -2.0400 3.0180 -2.0800 3.0180 -2.1200 3.0180 -2.1600 3.0180 -2.2000 3.0180 -2.2400 3.0180 -2.2800 3.7610 -2.3200 3.7610 -2.3600 3.7610 -2.4000 3.7610 -2.4400 3.7610 -2.4800 3.7610 -2.5200 3.7610 -2.5600 3.7610 -2.6000 3.7610 -2.6400 4.4770 -2.6800 4.4770 -2.7200 4.4770 -2.7600 4.4770 diff --git a/Datasets-Construction/OpenSWI-shallow/0.2-10s-Base/01_1_OpenFWI-FlatVel-A.ipynb b/Datasets-Construction/OpenSWI-shallow/0.2-10s-Base/01_1_OpenFWI-FlatVel-A.ipynb deleted file mode 100644 index a0902325da605b1c0ecbebe6cf356a4261a6fdac..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-shallow/0.2-10s-Base/01_1_OpenFWI-FlatVel-A.ipynb +++ /dev/null @@ -1,2119 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## FlatVel-A" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 2D foundation velocity model loading" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import os\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import sys\n", - "sys.path.append(\"../../../\")\n", - "from SWIDP.process_1d_shallow import *\n", - "from SWIDP.dispersion import *\n", - "from p_tqdm import p_map\n", - "\n", - "\n", - "data_base_path = \"../../../Datasets/Original/OpenSWI-shallow/FlatVel_A/model\"\n", - "\n", - "models_list = os.listdir(data_base_path)\n", - "\n", - "\n", - "models_path_list = []\n", - "for model_name in models_list:\n", - " model_path = os.path.join(data_base_path, model_name)\n", - " models_path_list.append(model_path)\n", - "\n", - "\n", - "vel_model_subsets0 = np.load(models_path_list[0])\n", - "vel_model_subsets0 = vel_model_subsets0.squeeze()\n", - "\n", - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " axs[i,j].imshow(vel_model_subsets0[i*ncols+j],cmap=\"jet\")\n", - " axs[i,j].set_xticks([])\n", - " axs[i,j].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()\n", - "\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Single Velocity Model Preparation" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step 1: Velocity extraction" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# extract 1 velocity profile\n", - "vp = vel_model_subsets0[0,:,10]/1000\n", - "\n", - "# transform vp to vs using the empirical relation\n", - "vs = transform_vp_to_vs(vp)\n", - "depth = np.arange(len(vs))*0.04\n", - "vel_model = transform_vs_to_vel_model(vs,depth=depth)\n", - "\n", - "# figure the velocity model\n", - "plt.figure(figsize=(6, 5))\n", - "plt.step(vel_model[:, 1], vel_model[:, 0], label=r\"$v_p$\", linewidth=2)\n", - "plt.step(vel_model[:, 2], vel_model[:, 0], label=r\"$v_s$\", linewidth=2) \n", - "plt.step(vel_model[:, 3], vel_model[:, 0], label=r\"$\\rho$\", linewidth=2)\n", - "plt.gca().invert_yaxis()\n", - "plt.grid(True, linestyle='--', alpha=0.7)\n", - "plt.xlabel('Velocity/Density', fontsize=12)\n", - "plt.ylabel('Depth (km)', fontsize=12)\n", - "plt.legend(fontsize=10)\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step2: Surface Wave Dispersion Curve Modeling" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "t = generate_mixed_samples(num_samples=100,start=0.2,end=10,uniform_num=50,log_num=20,random_num=30)\n", - "\n", - "disp_original = calculate_dispersion(vel_model,t=t)\n", - "\n", - "plt.figure(figsize=(10,5))\n", - "plt.subplot(121)\n", - "plt.step(vel_model[:,2],depth,c='k',label='Original')\n", - "plt.gca().invert_yaxis()\n", - "\n", - "plt.subplot(122)\n", - "plt.scatter(disp_original[:,0],disp_original[:,1],s=10,c='r')\n", - "plt.scatter(disp_original[:,0],disp_original[:,2],s=10,c='b')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Multiple Velocity Profiles Preparation" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step1: extract multiple 1D velocity models" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "23da7ba3588e4bb58c21cd4550b4b139", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/500 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# extract 1 velocity profile\n", - "vp = vel_model_subsets0[:,:,10]/1000\n", - "\n", - "# transform vp to vs using the empirical relation\n", - "vs = transform_vp_to_vs(vp)\n", - "depth = np.arange(vs.shape[-1])*0.04\n", - "vel_models = p_map(transform_vs_to_vel_model,list(vs),[depth]*len(vs))\n", - "vel_models = np.array(vel_models)\n", - "\n", - "# figure the velocity model\n", - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " axs[i,j].step(vel_models[i*ncols+j][:, 1], vel_models[i*ncols+j][:, 0], label=r\"$v_p$\", linewidth=2)\n", - " axs[i,j].step(vel_models[i*ncols+j][:, 2], vel_models[i*ncols+j][:, 0], label=r\"$v_s$\", linewidth=2) \n", - " axs[i,j].step(vel_models[i*ncols+j][:, 3], vel_models[i*ncols+j][:, 0], label=r\"$\\rho$\", linewidth=2)\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_xticks([])\n", - " axs[i,j].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.tight_layout()\n", - "plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step 2: Calculate the corresponding dispersion curves" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(500, 70, 4)" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vel_models.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "271eb1181b6245a9aec2f40a6ff47aa5", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/500 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vel_models.shape[0])\n", - "\n", - " # velocity profile\n", - " axs[i,j*2].step(vel_models[sta_idx][:,2],vel_models[sta_idx][:,0],c='k')\n", - " axs[i,j*2].step(vel_models[sta_idx][:,2],vel_models[sta_idx][:,0],c='r')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,1],s=2,c='r')\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,2],s=2,c='b')\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Process All the OpenFWI-FlatVel datasets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "427f26fca1a5434ebb474aedeb47e516", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/496 [00:00 0.5\n", - " vp_model_subset = vp_model_subset[valid_indices]\n", - " \n", - " vp_model_subset = np.array(vp_model_subset).reshape(-1,70)\n", - " vp_model_subset = vp_model_subset[vp_model_subset.sum(axis=1) > 0]\n", - "\n", - " # transform vp to vs\n", - " vs_models = transform_vp_to_vs(vp_model_subset)\n", - "\n", - " # transform vs to [depth,vp,vs,rho] model\n", - " vel_models = p_map(transform_vs_to_vel_model, list(vs_models), [depth]*len(vs_models))\n", - "\n", - " # Calculate dispersion curves\n", - " disp_data = p_map(calculate_dispersion, vel_models)\n", - " disp_data = np.array(disp_data)\n", - " \n", - " # Store results\n", - " disp_data_all.extend(disp_data)\n", - " vel_models_all.extend(vel_models)\n", - "\n", - " # Convert lists to numpy arrays and reshape\n", - " disp_data_all = np.array(disp_data_all)\n", - " vel_models_all = np.array(vel_models_all)\n", - "\n", - " # Filter out zero dispersion curves and corresponding velocity models\n", - " valid_indices = ~np.all(disp_data_all == 0, axis=(1,2))\n", - " disp_data_all = disp_data_all[valid_indices]\n", - " vel_models_all = vel_models_all[valid_indices]\n", - "\n", - " # Create output directory if it doesn't exist\n", - " os.makedirs(save_base_path, exist_ok=True)\n", - "\n", - " # Save processed data as compressed npz files\n", - " np.savez_compressed(os.path.join(save_base_path, \"FlatVelA_model.npz\"),\n", - " data=vel_models_all.astype(np.float32))\n", - " np.savez_compressed(os.path.join(save_base_path, \"FlatVelA_disp.npz\"),\n", - " data=disp_data_all.astype(np.float32))\n", - " \n", - "except Exception as e:\n", - " print(f\"An error occurred during processing: {str(e)}\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-shallow/0.2-10s-Base/01_2_OpenFWI-FlatFault-A.ipynb b/Datasets-Construction/OpenSWI-shallow/0.2-10s-Base/01_2_OpenFWI-FlatFault-A.ipynb deleted file mode 100644 index 5d53230dcb250092ecd47a98606248da91ed71ee..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-shallow/0.2-10s-Base/01_2_OpenFWI-FlatFault-A.ipynb +++ /dev/null @@ -1,3436 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## FlatFault-A" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 2D foundation velocity model loading" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import os\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import sys\n", - "sys.path.append(\"../../../\")\n", - "from SWIDP.process_1d_shallow import *\n", - "from SWIDP.dispersion import *\n", - "from p_tqdm import p_map\n", - "\n", - "\n", - "data_base_path = \"../../../Datasets/Original/OpenSWI-shallow/FlatFault_A/model\"\n", - "\n", - "models_list = os.listdir(data_base_path)\n", - "\n", - "\n", - "models_path_list = []\n", - "for model_name in models_list:\n", - " model_path = os.path.join(data_base_path, model_name)\n", - " models_path_list.append(model_path)\n", - "\n", - "\n", - "vel_model_subsets0 = np.load(models_path_list[10])\n", - "vel_model_subsets0 = vel_model_subsets0.squeeze()\n", - "\n", - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " axs[i,j].imshow(vel_model_subsets0[i*ncols+j],cmap=\"jet\")\n", - " axs[i,j].set_xticks([])\n", - " axs[i,j].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Single Velocity Model Preparation" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step 1: Velocity extraction" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# extract 1 velocity profile\n", - "vp = vel_model_subsets0[0,:,10]/1000\n", - "\n", - "# transform vp to vs using the empirical relation\n", - "vs = transform_vp_to_vs(vp)\n", - "depth = np.arange(len(vs))*0.04\n", - "vel_model = transform_vs_to_vel_model(vs,depth=depth)\n", - "\n", - "# figure the velocity model\n", - "plt.figure(figsize=(6, 5))\n", - "plt.step(vel_model[:, 1], vel_model[:, 0], label=r\"$v_p$\", linewidth=2)\n", - "plt.step(vel_model[:, 2], vel_model[:, 0], label=r\"$v_s$\", linewidth=2) \n", - "plt.step(vel_model[:, 3], vel_model[:, 0], label=r\"$\\rho$\", linewidth=2)\n", - "plt.gca().invert_yaxis()\n", - "plt.grid(True, linestyle='--', alpha=0.7)\n", - "plt.xlabel('Velocity/Density', fontsize=12)\n", - "plt.ylabel('Depth (km)', fontsize=12)\n", - "plt.legend(fontsize=10)\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step2: Surface Wave Dispersion Curve Modeling" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "t = generate_mixed_samples(num_samples=100,start=0.2,end=10,uniform_num=50,log_num=20,random_num=30)\n", - "\n", - "disp_original = calculate_dispersion(vel_model,t=t)\n", - "\n", - "plt.figure(figsize=(10,5))\n", - "plt.subplot(121)\n", - "plt.step(vel_model[:,2],depth,c='k',label='Original')\n", - "plt.gca().invert_yaxis()\n", - "\n", - "plt.subplot(122)\n", - "plt.scatter(disp_original[:,0],disp_original[:,1],s=10,c='r')\n", - "plt.scatter(disp_original[:,0],disp_original[:,2],s=10,c='b')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Multiple Velocity Profiles Preparation" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step1: extract multiple 1D velocity models" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "c0d78bab5d3c47ea91f715c1cadf2134", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/500 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# extract 1 velocity profile\n", - "vp = vel_model_subsets0[:,:,10]/1000\n", - "\n", - "# transform vp to vs using the empirical relation\n", - "vs = transform_vp_to_vs(vp)\n", - "depth = np.arange(vs.shape[-1])*0.04\n", - "vel_models = p_map(transform_vs_to_vel_model,list(vs),[depth]*len(vs))\n", - "vel_models = np.array(vel_models)\n", - "\n", - "# figure the velocity model\n", - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " axs[i,j].step(vel_models[i*ncols+j][:, 1], vel_models[i*ncols+j][:, 0], label=r\"$v_p$\", linewidth=2)\n", - " axs[i,j].step(vel_models[i*ncols+j][:, 2], vel_models[i*ncols+j][:, 0], label=r\"$v_s$\", linewidth=2) \n", - " axs[i,j].step(vel_models[i*ncols+j][:, 3], vel_models[i*ncols+j][:, 0], label=r\"$\\rho$\", linewidth=2)\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_xticks([])\n", - " axs[i,j].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.tight_layout()\n", - "plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step 2: Calculate the corresponding dispersion curves" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "e6e5cc0274204fc295d49c2776babc91", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/500 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# calculate the dispersion curves\n", - "disp_data = p_map(calculate_dispersion,vel_models,[t]*len(vel_models))\n", - "\n", - "# convert the list to numpy array\n", - "disp_data = np.array(disp_data)\n", - "\n", - "\n", - "\n", - "# figure all the augmented vs models\n", - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vel_models.shape[0])\n", - "\n", - " # velocity profile\n", - " axs[i,j*2].step(vel_models[sta_idx][:,2],vel_models[sta_idx][:,0],c='k')\n", - " axs[i,j*2].step(vel_models[sta_idx][:,2],vel_models[sta_idx][:,0],c='r')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,1],s=2,c='r')\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,2],s=2,c='b')\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Process All the OpenFWI-FlatVel datasets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "56178c8e3da4408c8c3ab0b397791e98", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/2706 [00:00 0]\n", - "\n", - " # transform vp to vs\n", - " vs_models = transform_vp_to_vs(vp_model_subset)\n", - "\n", - " # transform vs to [depth,vp,vs,rho] model\n", - " vel_models = p_map(transform_vs_to_vel_model, list(vs_models), [depth]*len(vs_models))\n", - "\n", - " # Calculate dispersion curves\n", - " disp_data = p_map(calculate_dispersion, vel_models)\n", - " disp_data = np.array(disp_data)\n", - " \n", - " # Store results\n", - " disp_data_all.extend(disp_data)\n", - " vel_models_all.extend(vel_models)\n", - "\n", - " # Convert lists to numpy arrays and reshape\n", - " disp_data_all = np.array(disp_data_all)\n", - " vel_models_all = np.array(vel_models_all)\n", - "\n", - " # Filter out zero dispersion curves and corresponding velocity models\n", - " valid_indices = ~np.all(disp_data_all == 0, axis=(1,2))\n", - " disp_data_all = disp_data_all[valid_indices]\n", - " vel_models_all = vel_models_all[valid_indices]\n", - "\n", - " # Create output directory if it doesn't exist\n", - " os.makedirs(save_base_path, exist_ok=True)\n", - "\n", - " # Save processed data as compressed npz files\n", - " np.savez_compressed(os.path.join(save_base_path, \"FlatFaultA_model.npz\"),\n", - " data=vel_models_all.astype(np.float32))\n", - " np.savez_compressed(os.path.join(save_base_path, \"FlatFaultA_disp.npz\"),\n", - " data=disp_data_all.astype(np.float32))\n", - " \n", - "except Exception as e:\n", - " print(f\"An error occurred during processing: {str(e)}\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-shallow/0.2-10s-Base/01_3_OpenFWI-CurveVel-A.ipynb b/Datasets-Construction/OpenSWI-shallow/0.2-10s-Base/01_3_OpenFWI-CurveVel-A.ipynb deleted file mode 100644 index 2e5c14b5acc626c7fc3fe5e45f9d6eccbb0047cc..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-shallow/0.2-10s-Base/01_3_OpenFWI-CurveVel-A.ipynb +++ /dev/null @@ -1,2091 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## CurveVel-A (Fold)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 2D foundation velocity model loading" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import os\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import sys\n", - "sys.path.append(\"../../../\")\n", - "from SWIDP.process_1d_shallow import *\n", - "from SWIDP.dispersion import *\n", - "from p_tqdm import p_map\n", - "\n", - "\n", - "data_base_path = \"../../../Datasets/Original/OpenSWI-shallow/CurveVel_A/model\"\n", - "\n", - "models_list = os.listdir(data_base_path)\n", - "\n", - "\n", - "models_path_list = []\n", - "for model_name in models_list:\n", - " model_path = os.path.join(data_base_path, model_name)\n", - " models_path_list.append(model_path)\n", - "\n", - "\n", - "vel_model_subsets0 = np.load(models_path_list[10])\n", - "vel_model_subsets0 = vel_model_subsets0.squeeze()\n", - "\n", - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " axs[i,j].imshow(vel_model_subsets0[i*ncols+j],cmap=\"jet\")\n", - " axs[i,j].set_xticks([])\n", - " axs[i,j].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Single Velocity Model Preparation" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step 1: Velocity extraction" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# extract 1 velocity profile\n", - "vp = vel_model_subsets0[0,:,10]/1000\n", - "\n", - "# transform vp to vs using the empirical relation\n", - "vs = transform_vp_to_vs(vp)\n", - "depth = np.arange(len(vs))*0.04\n", - "vel_model = transform_vs_to_vel_model(vs,depth=depth)\n", - "\n", - "# figure the velocity model\n", - "plt.figure(figsize=(6, 5))\n", - "plt.step(vel_model[:, 1], vel_model[:, 0], label=r\"$v_p$\", linewidth=2)\n", - "plt.step(vel_model[:, 2], vel_model[:, 0], label=r\"$v_s$\", linewidth=2) \n", - "plt.step(vel_model[:, 3], vel_model[:, 0], label=r\"$\\rho$\", linewidth=2)\n", - "plt.gca().invert_yaxis()\n", - "plt.grid(True, linestyle='--', alpha=0.7)\n", - "plt.xlabel('Velocity/Density', fontsize=12)\n", - "plt.ylabel('Depth (km)', fontsize=12)\n", - "plt.legend(fontsize=10)\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step2: Surface Wave Dispersion Curve Modeling" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "t = generate_mixed_samples(num_samples=100,start=0.2,end=10,uniform_num=50,log_num=20,random_num=30)\n", - "\n", - "disp_original = calculate_dispersion(vel_model,t=t)\n", - "\n", - "plt.figure(figsize=(10,5))\n", - "plt.subplot(121)\n", - "plt.step(vel_model[:,2],depth,c='k',label='Original')\n", - "plt.gca().invert_yaxis()\n", - "\n", - "plt.subplot(122)\n", - "plt.scatter(disp_original[:,0],disp_original[:,1],s=10,c='r')\n", - "plt.scatter(disp_original[:,0],disp_original[:,2],s=10,c='b')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Multiple Velocity Profiles Preparation" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step1: extract multiple 1D velocity models" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "ca27f363b09342cbab7236795e24094c", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/500 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# extract 1 velocity profile\n", - "vp = vel_model_subsets0[:,:,10]/1000\n", - "\n", - "# transform vp to vs using the empirical relation\n", - "vs = transform_vp_to_vs(vp)\n", - "depth = np.arange(vs.shape[-1])*0.04\n", - "vel_models = p_map(transform_vs_to_vel_model,list(vs),[depth]*len(vs))\n", - "vel_models = np.array(vel_models)\n", - "\n", - "# figure the velocity model\n", - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " axs[i,j].step(vel_models[i*ncols+j][:, 1], vel_models[i*ncols+j][:, 0], label=r\"$v_p$\", linewidth=2)\n", - " axs[i,j].step(vel_models[i*ncols+j][:, 2], vel_models[i*ncols+j][:, 0], label=r\"$v_s$\", linewidth=2) \n", - " axs[i,j].step(vel_models[i*ncols+j][:, 3], vel_models[i*ncols+j][:, 0], label=r\"$\\rho$\", linewidth=2)\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_xticks([])\n", - " axs[i,j].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.tight_layout()\n", - "plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step 2: Calculate the corresponding dispersion curves" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "119d5ad6dcd5474aa7e0ab9022488a67", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/500 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# calculate the dispersion curves\n", - "disp_data = p_map(calculate_dispersion,vel_models,[t]*len(vel_models))\n", - "\n", - "# convert the list to numpy array\n", - "disp_data = np.array(disp_data)\n", - "\n", - "\n", - "\n", - "# figure all the augmented vs models\n", - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vel_models.shape[0])\n", - "\n", - " # velocity profile\n", - " axs[i,j*2].step(vel_models[sta_idx][:,2],vel_models[sta_idx][:,0],c='k')\n", - " axs[i,j*2].step(vel_models[sta_idx][:,2],vel_models[sta_idx][:,0],c='r')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,1],s=2,c='r')\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,2],s=2,c='b')\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Process All the OpenFWI-FlatVel datasets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "27e0f987dad74fd19bd8d16d388d8e75", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/4929 [00:00 0]\n", - "\n", - " # transform vp to vs\n", - " vs_models = transform_vp_to_vs(vp_model_subset)\n", - "\n", - " # transform vs to [depth,vp,vs,rho] model\n", - " vel_models = p_map(transform_vs_to_vel_model, list(vs_models), [depth]*len(vs_models))\n", - "\n", - " # Calculate dispersion curves\n", - " disp_data = p_map(calculate_dispersion, vel_models)\n", - " disp_data = np.array(disp_data)\n", - " \n", - " # Store results\n", - " disp_data_all.extend(disp_data)\n", - " vel_models_all.extend(vel_models)\n", - "\n", - " # Convert lists to numpy arrays and reshape\n", - " disp_data_all = np.array(disp_data_all)\n", - " vel_models_all = np.array(vel_models_all)\n", - "\n", - " # Filter out zero dispersion curves and corresponding velocity models\n", - " valid_indices = ~np.all(disp_data_all == 0, axis=(1,2))\n", - " disp_data_all = disp_data_all[valid_indices]\n", - " vel_models_all = vel_models_all[valid_indices]\n", - "\n", - " # Create output directory if it doesn't exist\n", - " os.makedirs(save_base_path, exist_ok=True)\n", - "\n", - " # Save processed data as compressed npz files\n", - " np.savez_compressed(os.path.join(save_base_path, \"CurveVelA_model.npz\"),\n", - " data=vel_models_all.astype(np.float32))\n", - " np.savez_compressed(os.path.join(save_base_path, \"CurveVelA_disp.npz\"),\n", - " data=disp_data_all.astype(np.float32))\n", - " \n", - "except Exception as e:\n", - " print(f\"An error occurred during processing: {str(e)}\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-shallow/0.2-10s-Base/01_4_OpenFWI-CurveFault-A.ipynb b/Datasets-Construction/OpenSWI-shallow/0.2-10s-Base/01_4_OpenFWI-CurveFault-A.ipynb deleted file mode 100644 index 3fcb6ea8fe0e4a119fcadeb52e6764350f986645..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-shallow/0.2-10s-Base/01_4_OpenFWI-CurveFault-A.ipynb +++ /dev/null @@ -1,3435 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## CurveFault-A (Fold-Fault)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 2D foundation velocity model loading" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import os\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import sys\n", - "sys.path.append(\"../../../\")\n", - "from SWIDP.process_1d_shallow import *\n", - "from SWIDP.dispersion import *\n", - "from p_tqdm import p_map\n", - "\n", - "\n", - "data_base_path = \"../../../Datasets/Original/OpenSWI-shallow/CurveFault_A/model\"\n", - "\n", - "models_list = os.listdir(data_base_path)\n", - "\n", - "\n", - "models_path_list = []\n", - "for model_name in models_list:\n", - " model_path = os.path.join(data_base_path, model_name)\n", - " models_path_list.append(model_path)\n", - "\n", - "\n", - "vel_model_subsets0 = np.load(models_path_list[10])\n", - "vel_model_subsets0 = vel_model_subsets0.squeeze()\n", - "\n", - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " axs[i,j].imshow(vel_model_subsets0[i*ncols+j],cmap=\"jet\")\n", - " axs[i,j].set_xticks([])\n", - " axs[i,j].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Single Velocity Model Preparation" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step 1: Velocity extraction" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# extract 1 velocity profile\n", - "vp = vel_model_subsets0[0,:,10]/1000\n", - "\n", - "# transform vp to vs using the empirical relation\n", - "vs = transform_vp_to_vs(vp)\n", - "depth = np.arange(len(vs))*0.04\n", - "vel_model = transform_vs_to_vel_model(vs,depth=depth)\n", - "\n", - "# figure the velocity model\n", - "plt.figure(figsize=(6, 5))\n", - "plt.step(vel_model[:, 1], vel_model[:, 0], label=r\"$v_p$\", linewidth=2)\n", - "plt.step(vel_model[:, 2], vel_model[:, 0], label=r\"$v_s$\", linewidth=2) \n", - "plt.step(vel_model[:, 3], vel_model[:, 0], label=r\"$\\rho$\", linewidth=2)\n", - "plt.gca().invert_yaxis()\n", - "plt.grid(True, linestyle='--', alpha=0.7)\n", - "plt.xlabel('Velocity/Density', fontsize=12)\n", - "plt.ylabel('Depth (km)', fontsize=12)\n", - "plt.legend(fontsize=10)\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step2: Surface Wave Dispersion Curve Modeling" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "t = generate_mixed_samples(num_samples=100,start=0.2,end=10,uniform_num=50,log_num=20,random_num=30)\n", - "\n", - "disp_original = calculate_dispersion(vel_model,t=t)\n", - "\n", - "plt.figure(figsize=(10,5))\n", - "plt.subplot(121)\n", - "plt.step(vel_model[:,2],depth,c='k',label='Original')\n", - "plt.gca().invert_yaxis()\n", - "\n", - "plt.subplot(122)\n", - "plt.scatter(disp_original[:,0],disp_original[:,1],s=10,c='r')\n", - "plt.scatter(disp_original[:,0],disp_original[:,2],s=10,c='b')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Multiple Velocity Profiles Preparation" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step1: extract multiple 1D velocity models" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "b5f6f001632e4d948f8f3f8dfa5b029b", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/500 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# extract 1 velocity profile\n", - "vp = vel_model_subsets0[:,:,10]/1000\n", - "\n", - "# transform vp to vs using the empirical relation\n", - "vs = transform_vp_to_vs(vp)\n", - "depth = np.arange(vs.shape[-1])*0.04\n", - "vel_models = p_map(transform_vs_to_vel_model,list(vs),[depth]*len(vs))\n", - "vel_models = np.array(vel_models)\n", - "\n", - "# figure the velocity model\n", - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " axs[i,j].step(vel_models[i*ncols+j][:, 1], vel_models[i*ncols+j][:, 0], label=r\"$v_p$\", linewidth=2)\n", - " axs[i,j].step(vel_models[i*ncols+j][:, 2], vel_models[i*ncols+j][:, 0], label=r\"$v_s$\", linewidth=2) \n", - " axs[i,j].step(vel_models[i*ncols+j][:, 3], vel_models[i*ncols+j][:, 0], label=r\"$\\rho$\", linewidth=2)\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_xticks([])\n", - " axs[i,j].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.tight_layout()\n", - "plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step 2: Calculate the corresponding dispersion curves" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "83dcf7c9c37e4cbb9f3b94e112f2659c", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/500 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# calculate the dispersion curves\n", - "disp_data = p_map(calculate_dispersion,vel_models,[t]*len(vel_models))\n", - "\n", - "# convert the list to numpy array\n", - "disp_data = np.array(disp_data)\n", - "\n", - "\n", - "\n", - "# figure all the augmented vs models\n", - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vel_models.shape[0])\n", - "\n", - " # velocity profile\n", - " axs[i,j*2].step(vel_models[sta_idx][:,2],vel_models[sta_idx][:,0],c='k')\n", - " axs[i,j*2].step(vel_models[sta_idx][:,2],vel_models[sta_idx][:,0],c='r')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,1],s=2,c='r')\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,2],s=2,c='b')\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Process All the OpenFWI-FlatVel datasets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "b1162cdc5e754bdd9c1a8e2010351efd", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/4951 [00:00 0]\n", - "\n", - " # transform vp to vs\n", - " vs_models = transform_vp_to_vs(vp_model_subset)\n", - "\n", - " # transform vs to [depth,vp,vs,rho] model\n", - " vel_models = p_map(transform_vs_to_vel_model, list(vs_models), [depth]*len(vs_models))\n", - "\n", - " # Calculate dispersion curves\n", - " disp_data = p_map(calculate_dispersion, vel_models)\n", - " disp_data = np.array(disp_data)\n", - " \n", - " # Store results\n", - " disp_data_all.extend(disp_data)\n", - " vel_models_all.extend(vel_models)\n", - "\n", - " # Convert lists to numpy arrays and reshape\n", - " disp_data_all = np.array(disp_data_all)\n", - " vel_models_all = np.array(vel_models_all)\n", - "\n", - " # Filter out zero dispersion curves and corresponding velocity models\n", - " valid_indices = ~np.all(disp_data_all == 0, axis=(1,2))\n", - " disp_data_all = disp_data_all[valid_indices]\n", - " vel_models_all = vel_models_all[valid_indices]\n", - "\n", - " # Create output directory if it doesn't exist\n", - " os.makedirs(save_base_path, exist_ok=True)\n", - "\n", - " # Save processed data as compressed npz files\n", - " np.savez_compressed(os.path.join(save_base_path, \"CurveFaultA_model.npz\"),\n", - " data=vel_models_all.astype(np.float32))\n", - " np.savez_compressed(os.path.join(save_base_path, \"CurveFaultA_disp.npz\"),\n", - " data=disp_data_all.astype(np.float32))\n", - " \n", - "except Exception as e:\n", - " print(f\"An error occurred during processing: {str(e)}\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Datasets-Construction/OpenSWI-shallow/0.2-10s-Base/01_5_OpenFWI-Style-A.ipynb b/Datasets-Construction/OpenSWI-shallow/0.2-10s-Base/01_5_OpenFWI-Style-A.ipynb deleted file mode 100644 index ebd53b33ad3478941ac16798e6c74a00e1cd3fe7..0000000000000000000000000000000000000000 --- a/Datasets-Construction/OpenSWI-shallow/0.2-10s-Base/01_5_OpenFWI-Style-A.ipynb +++ /dev/null @@ -1,4163 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Style-A (Field)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 2D foundation velocity model loading" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import os\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import sys\n", - "sys.path.append(\"../../../\")\n", - "from SWIDP.process_1d_shallow import *\n", - "from SWIDP.dispersion import *\n", - "from p_tqdm import p_map\n", - "\n", - "\n", - "data_base_path = \"../../../Datasets/Original/OpenSWI-shallow/Style_A/model\"\n", - "\n", - "models_list = os.listdir(data_base_path)\n", - "\n", - "\n", - "models_path_list = []\n", - "for model_name in models_list:\n", - " model_path = os.path.join(data_base_path, model_name)\n", - " models_path_list.append(model_path)\n", - "\n", - "\n", - "vel_model_subsets0 = np.load(models_path_list[10])\n", - "vel_model_subsets0 = vel_model_subsets0.squeeze()\n", - "\n", - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " axs[i,j].imshow(vel_model_subsets0[i*ncols+j],cmap=\"jet\")\n", - " axs[i,j].set_xticks([])\n", - " axs[i,j].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 1D velocity model augmentation (example)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step 1: Velocity extraction" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# extract 1 velocity profile\n", - "vp = vel_model_subsets0[0,:,10]/1000\n", - "\n", - "# transform vp to vs using the empirical relation\n", - "vs = transform_vp_to_vs(vp)\n", - "depth = np.arange(len(vs))*0.04\n", - "vel_model = transform_vs_to_vel_model(vs,depth=depth)\n", - "\n", - "# figure the velocity model\n", - "plt.figure(figsize=(6, 5))\n", - "plt.step(vel_model[:, 1], vel_model[:, 0], label=r\"$v_p$\", linewidth=2)\n", - "plt.step(vel_model[:, 2], vel_model[:, 0], label=r\"$v_s$\", linewidth=2) \n", - "plt.step(vel_model[:, 3], vel_model[:, 0], label=r\"$\\rho$\", linewidth=2)\n", - "plt.gca().invert_yaxis()\n", - "plt.grid(True, linestyle='--', alpha=0.7)\n", - "plt.xlabel('Velocity/Density', fontsize=12)\n", - "plt.ylabel('Depth (km)', fontsize=12)\n", - "plt.legend(fontsize=10)\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step2: Surface Wave Dispersion Curve Modeling" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "t = generate_mixed_samples(num_samples=100,start=0.2,end=10,uniform_num=50,log_num=20,random_num=30)\n", - "\n", - "disp_original = calculate_dispersion(vel_model,t=t)\n", - "\n", - "plt.figure(figsize=(10,5))\n", - "plt.subplot(121)\n", - "plt.step(vel_model[:,2],depth,c='k',label='Original')\n", - "plt.gca().invert_yaxis()\n", - "\n", - "plt.subplot(122)\n", - "plt.scatter(disp_original[:,0],disp_original[:,1],s=10,c='r')\n", - "plt.scatter(disp_original[:,0],disp_original[:,2],s=10,c='b')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Multiple Velocity Profiles Preparation" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step1: extract multiple 1D velocity models" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "c36a02a7c9a348ec98bd69517b182eea", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/500 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# extract 1 velocity profile\n", - "vp = vel_model_subsets0[:,:,10]/1000\n", - "\n", - "# transform vp to vs using the empirical relation\n", - "vs = transform_vp_to_vs(vp)\n", - "depth = np.arange(vs.shape[-1])*0.04\n", - "vel_models = p_map(transform_vs_to_vel_model,list(vs),[depth]*len(vs))\n", - "vel_models = np.array(vel_models)\n", - "\n", - "# figure the velocity model\n", - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " axs[i,j].step(vel_models[i*ncols+j][:, 1], vel_models[i*ncols+j][:, 0], label=r\"$v_p$\", linewidth=2)\n", - " axs[i,j].step(vel_models[i*ncols+j][:, 2], vel_models[i*ncols+j][:, 0], label=r\"$v_s$\", linewidth=2) \n", - " axs[i,j].step(vel_models[i*ncols+j][:, 3], vel_models[i*ncols+j][:, 0], label=r\"$\\rho$\", linewidth=2)\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_xticks([])\n", - " axs[i,j].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.tight_layout()\n", - "plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Step 2: Calculate the corresponding dispersion curves" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "c8759337e9944094ac3f2ce19ec153b9", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/500 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# calculate the dispersion curves\n", - "disp_data = p_map(calculate_dispersion,vel_models,[t]*len(vel_models))\n", - "\n", - "# convert the list to numpy array\n", - "disp_data = np.array(disp_data)\n", - "\n", - "\n", - "\n", - "# figure all the augmented vs models\n", - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vel_models.shape[0])\n", - "\n", - " # velocity profile\n", - " axs[i,j*2].step(vel_models[sta_idx][:,2],vel_models[sta_idx][:,0],c='k')\n", - " axs[i,j*2].step(vel_models[sta_idx][:,2],vel_models[sta_idx][:,0],c='r')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,1],s=2,c='r')\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,2],s=2,c='b')\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Process All the OpenFWI-FlatVel datasets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "c2ab0be516d04ac9b3795a8504f194b8", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/17500 [00:00 0]\n", - "\n", - " # transform vp to vs\n", - " vs_models = transform_vp_to_vs(vp_model_subset)\n", - "\n", - " # transform vs to [depth,vp,vs,rho] model\n", - " vel_models = p_map(transform_vs_to_vel_model, list(vs_models), [depth]*len(vs_models))\n", - "\n", - " # Calculate dispersion curves\n", - " disp_data = p_map(calculate_dispersion, vel_models)\n", - " disp_data = np.array(disp_data)\n", - " \n", - " # Store results\n", - " disp_data_all.extend(disp_data)\n", - " vel_models_all.extend(vel_models)\n", - "\n", - " # Convert lists to numpy arrays and reshape\n", - " disp_data_all = np.array(disp_data_all)\n", - " vel_models_all = np.array(vel_models_all)\n", - "\n", - " # Filter out zero dispersion curves and corresponding velocity models\n", - " valid_indices = ~np.all(disp_data_all == 0, axis=(1,2))\n", - " disp_data_all = disp_data_all[valid_indices]\n", - " vel_models_all = vel_models_all[valid_indices]\n", - "\n", - " # Create output directory if it doesn't exist\n", - " os.makedirs(save_base_path, exist_ok=True)\n", - "\n", - " # Save processed data as compressed npz files\n", - " np.savez_compressed(os.path.join(save_base_path, \"StyleA_model.npz\"),\n", - " data=vel_models_all.astype(np.float32))\n", - " np.savez_compressed(os.path.join(save_base_path, \"StyleA_disp.npz\"),\n", - " data=disp_data_all.astype(np.float32))\n", - " \n", - "except Exception as e:\n", - " print(f\"An error occurred during processing: {str(e)}\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/SWIDP/README.md b/SWIDP/README.md deleted file mode 100644 index 286b34d80c2e45a9e6c2be0c8f7cf2c1891fc286..0000000000000000000000000000000000000000 --- a/SWIDP/README.md +++ /dev/null @@ -1,180 +0,0 @@ -## [SWIDP: Integrated Workflow for Dataset Construction](../SWIDP/) - -SWIDP provides a fully modular pipeline for constructing large-scale surface-wave dispersion curve datasets: - -1. **Collect and standardize geological models** - Aggregate 2D/3D geological–geomorphological models from public databases and literature, and unify data format through cleaning, parameter conversion, and normalization. - -2. **Build 1D velocity models** - Extract representative 1D shear-wave velocity profiles, de-duplicate, optimize thin layers, interpolate to uniform thickness, and complete missing parameters (e.g., \(v_p\), density). - -3. **Augment for geological diversity** - Apply perturbation-based and generative-model-based enhancements to improve geological diversity and boundary complexity coverage. - -4. **Forward modeling of dispersion curves** - Efficiently compute large-scale surface-wave dispersion curves (using an optimized **Disba**-based solver with parallelization) across diverse period ranges. - -```mermaid -flowchart LR - A[Collect & Standardize Geological Models] --> B[Build 1D Velocity Models] - B --> C[Augment for Geological Diversity] - C --> D[Forward Modeling of Dispersion Curves] -``` - ---- - -### Example 1: Building the **OpenSWI-shallow** Dataset - -```python -import numpy as np -import sys -sys.path.append("OpenSWI/Datasets/OpenSWI/") -from SWIDP.process_1d_shallow import augment_workflow -from SWIDP.dispersion import ( - generate_mixed_samples, calculate_dispersion, - transform_vp_to_vs, transform_vs_to_vel_model -) -from p_tqdm import p_map - -# Step 1: Load 1D velocity model n x (depth, vp) -depth_vp = np.loadtxt( - "./OpenSWI/Datasets/OpenSWI/Datasets-Construction/OpenSWI-shallow/0.2-10s-Aug/vp_demo.txt" -) -depth = depth_vp[:, 0] -vp = depth_vp[:, 1] - -# Step 2: Convert vp to vs -vs = transform_vp_to_vs(vp) - -# Step 3: Augment vs models -augment_nums = 100 -vs_augmented = augment_workflow( - vs, depth, - perturb_num=augment_nums, - vs_perturbation=0.05, # relative ratio - thickness_perturbation=0.1, # relative ratio - vel_threshold=0.05, # km/s - thickness_threshold=0.01, # km - min_layers_num=3, - smooth_vel=False, - smooth_nodes=10 -) - -# Step 4: Build full velocity models (depth, vp, vs, rho) -vel_model_augmented = p_map( - transform_vs_to_vel_model, - list(vs_augmented), - [depth] * len(vs_augmented) -) - -# Step 5: Generate dispersion curves [t, phase velocity, group velocity] -t = generate_mixed_samples( - num_samples=100, start=0.2, end=10, - uniform_num=50, log_num=20, random_num=30 -) -disp = p_map( - calculate_dispersion, - vel_model_augmented, - [t] * len(vel_model_augmented) -) -``` - -Details of this example can be found at - -| Dataset Type | Description | Link | -|-----------------|-------------------------------------|-------------------------------------------------------------------------------------------| -| **OpenSWI-shallow Example** | Example notebook for the OpenSWI dataset | [OpenSWI-shallow-example.ipynb](../Datasets-Construction/OpenSWI-shallow/0.2-10s-Aug/00_OpenSWI-shallow-example.ipynb) | -| **Flat** | Flat velocity model construction | [OpenFWI-FlatVel-A.ipynb](../Datasets-Construction/OpenSWI-shallow/0.2-10s-Aug/01_1_OpenFWI-FlatVel-A.ipynb) | -| **Flat-Fault** | Flat velocity model with fault | [OpenFWI-FlatFault-A.ipynb](../Datasets-Construction/OpenSWI-shallow/0.2-10s-Aug/01_2_OpenFWI-FlatFault-A.ipynb) | -| **Fold** | Fold velocity model construction | [OpenFWI-CurveVel-A.ipynb](../Datasets-Construction/OpenSWI-shallow/0.2-10s-Aug/01_3_OpenFWI-CurveVel-A.ipynb) | -| **Fold-Fault** | Fold velocity model with fault | [OpenFWI-CurveFault-A.ipynb](../Datasets-Construction/OpenSWI-shallow/0.2-10s-Aug/01_4_OpenFWI-CurveFault-A.ipynb) | -| **Field** | Field data modeling | [OpenFWI-Style-A.ipynb](../Datasets-Construction/OpenSWI-shallow/0.2-10s-Aug/01_5_OpenFWI-Style-A.ipynb) | - - ---- - -### Example 2: Building the **OpenSWI-deep** Dataset - -```python -import numpy as np -import sys -sys.path.append("../../../") -from SWIDP.process_1d_deep import * -from SWIDP.dispersion import generate_mixed_samples,calculate_dispersion,transform_vs_to_vel_model -from p_tqdm import p_map - -# step1: get 1d velocity model (vp model or vs) -depth_vs = np.loadtxt("../Datasets-Construction/OpenSWI-deep/1s-100s-Aug/vs_demo.txt") -depth = depth_vs[:,0] -vs = depth_vs[:,1] - -# step2-1: remove the thin sandwidth layer -vs = combine_thin_sandwich(vs, - depth, - thickness_threshold=12, # km - uniform_thickness=1, # km (thickness_threshold/uniform_thickness) = max_check_layers - gradient_threshold=0.05, # km/s (gradient_threshold) - return_idx=False - ) - -# step2-2: smooth the vs model (selectable) -vs = smooth_vs_by_node_interp(vs, - depth, - n_nodes=20, - method="pchip" - ) - -# step3: find moho index -moho_idx = find_moho_depth(vs, - depth, - [5,90], # range of moho index - gradient_search=False, - gradient_threshold=0.01) - -# step4: augment the vs model -perturb_nums = 100 -vs_augmented = p_map(augment_crust_moho_mantle, - [vs]*perturb_nums, - list(depth.reshape(1,-1))*perturb_nums, - [moho_idx]*perturb_nums, - [[-0.1,0.1]]*perturb_nums, # relative ratio - [[3,8]]*perturb_nums, # nodes for crust - [[8,15]]*perturb_nums, # nodes for mantle - [3]*perturb_nums, # km - [2]*perturb_nums, # km - [False]*perturb_nums, - np.random.randint(0,1000000,perturb_nums) - ) - -# step5: transform the vs model to vp model -vel_models = p_map(transform_vs_to_vel_model,list(vs_augmented),[depth]*len(vs_augmented)) - -# step6: calculate the dispersion curve -t = generate_mixed_samples(num_samples=300,start=1,end=100,uniform_num=100,log_num=100,random_num=100) -t = np.ones((len(vel_models),len(t)))*t -disp_data = p_map(calculate_dispersion, vel_models, list(t)) -disp_data = np.array(disp_data) -vel_models = np.array(vel_models) - -``` -Details of this example can be found at: - -| Dataset Name | Reference | Link | -|----------------------------|---------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------| -| OpenSWI-deep-example | - | [OpenSWI-deep-example.ipynb](../Datasets-Construction/OpenSWI-deep/1s-100s-Aug/00_OpenSWI-deep-example.ipynb) | -| LITHO1.0 | Pasyanos et al., 2014 | [LITHO1.0](../Datasets-Construction/OpenSWI-deep/1s-100s-Aug/12_LITHO1.ipynb) | -| USTClitho1.0 | Xin et al., 2018 | [USTClitho1.0](../Datasets-Construction/OpenSWI-deep/1s-100s-Aug/11_USTCLitho1.ipynb) | -| Central-and-Western US | Shen et al., 2013 | [Central-and-Western US](../Datasets-Construction/OpenSWI-deep/1s-100s-Aug/13_Central_and_Western_US_Shen2013.ipynb) | -| Continental China | Shen et al., 2016 | [Continental China](../Datasets-Construction/OpenSWI-deep/1s-100s-Aug/14_Continental_China_Shen2016.ipynb) | -| US Upper-Mantle | Xie et al., 2018 | [US Upper-Mantle](../Datasets-Construction/OpenSWI-deep/1s-100s-Aug/03_US-upper-mantle.ipynb) | -| EUCrust | Lu et al., 2018 | [EUCrust](../Datasets-Construction/OpenSWI-deep/1s-100s-Aug/05_EUCrust.ipynb) | -| Alaska | Berg et al., 2020 | [Alaska](../Datasets-Construction/OpenSWI-deep/1s-100s-Aug/04_Alaska.ipynb) | -| CSEM-Europe | Blom et al., 2020; Fichtner et al., 2018; Çubuk-Sabuncu et al., 2017 | [CSEM-Europe](../Datasets-Construction/OpenSWI-deep/1s-100s-Aug/02_CSEM_Europe.ipynb) | -| CSEM-Eastmed | Blom et al., 2020; Fichtner et al., 2018 | [CSEM-Eastmed](../Datasets-Construction/OpenSWI-deep/1s-100s-Aug/01_CSEM_Eastmed.ipynb) | -| CSEM-Iberian | Fichtner et al., 2018; Fichtner et al., 2015 | [CSEM-Iberian](../Datasets-Construction/OpenSWI-deep/1s-100s-Aug/09_CSEM_lberia.ipynb) | -| CSEM-South Atlantic | Fichtner et al., 2018; Colli et al., 2013 | [CSEM-South Atlantic](../Datasets-Construction/OpenSWI-deep/1s-100s-Aug/07_CSEM_North_Atlantic.ipynb) | -| CSEM-North Atlantic | Fichtner et al., 2018; Krischer et al., 2018 | [CSEM-North Atlantic](../Datasets-Construction/OpenSWI-deep/1s-100s-Aug/07_CSEM_North_Atlantic.ipynb) | -| CSEM-Japan | Fichtner et al., 2018; Simutė et al., 2016 | [CSEM-Japan](../Datasets-Construction/OpenSWI-deep/1s-100s-Aug/08_CSEM_Japan.ipynb) | -| CSEM-Australasia | Fichtner et al., 2018; Fichtner et al., 2010 | [CSEM-Australasia](../Datasets-Construction/OpenSWI-deep/1s-100s-Aug/10_CSEM_Australasia.ipynb) | - ----- \ No newline at end of file diff --git a/SWIDP/__init__.py b/SWIDP/__init__.py deleted file mode 100644 index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..0000000000000000000000000000000000000000 diff --git a/SWIDP/diffusion_aug_2d.py b/SWIDP/diffusion_aug_2d.py deleted file mode 100644 index 437bdd8474c66c98b5c8f0011dcd0eeb72f8100b..0000000000000000000000000000000000000000 --- a/SWIDP/diffusion_aug_2d.py +++ /dev/null @@ -1,298 +0,0 @@ -import numpy as np -from SWIDP.process_1d_shallow import combine_same_vs, perturb_vs_depth, smooth_vs_by_node_interp -from scipy.interpolate import interp1d - -# ------------------------------------------------------- -# extract the 1D profile from the 2D model -# ------------------------------------------------------- -def extract_1d_profile(vs_model,station_idx=None,method="mean"): - """extract the 1D profile from the 2D model - Args: - vs_model: 2D array [n_depth,n_x] - => shear velocity model - method: str - => method to extract the 1D profile - Returns: - vs_profile: 2D array [n_sta,n_depth] - => shear velocity profile - """ - if method == "mean": - vs_profile = np.mean(vs_model,axis=1) - vs_profile = vs_profile.reshape(1,-1) - elif method == "st" and isinstance(station_idx,int): # single station - vs_profile = vs_model[:,station_idx] - vs_profile = vs_profile.reshape(1,-1) - elif method == "mt" and isinstance(station_idx,list): - vs_profile = vs_model[:,station_idx] - vs_profile = vs_profile.T - elif method == "random": # random station - vs_profile = vs_model[:,np.random.randint(0,vs_model.shape[1])] - vs_profile = vs_profile.reshape(1,-1) - elif method == "all": # all stations - vs_profile = vs_model - vs_profile = vs_profile.T - else: - raise ValueError(f"Invalid method: {method}") - return vs_profile - - -# ------------------------------------------------------- -# normalize & denormalize the shear velocity -# ------------------------------------------------------- -def max_min_normalize(vs): - """Normalize shear velocity. - Args: - vs: 1D array - => shear velocity (km/s) - Returns: - vs: 1D array - => normalized shear velocity (0-1) - """ - vs = np.array(vs) - vs = (vs-np.min(vs))/(np.max(vs)-np.min(vs)) - return vs - -def max_min_denormalize(vs, vmin=0.2, vmax=3.2): - """Denormalize shear velocity. - Args: - vs: 1D array - => normalized shear velocity (0-1) - vmin: float, - => minimum shear velocity (km/s) - vmax: float, - => maximum shear velocity (km/s) - Returns: - vs: 1D array - => shear velocity (km/s) - """ - vs = np.array(vs) - # make sure the vs is normalized - vs = max_min_normalize(vs) - - # denormalize to [vmin,vmax] - vs = vs*(vmax-vmin)+vmin - return vs - -# ------------------------------------------------------- -# interpolate the shear velocity -# ------------------------------------------------------- -def interpolate_vs(vs,depth,depth_interp,kind="previous"): - """interpolate the shear velocity - Args: - vs: 1D array - => shear velocity (km/s) - """ - # padding the last layer of depth and vs larger than depth_interp - eps = 0.01 - if depth.max() < depth_interp.max(): - vs = np.insert(vs,len(vs),vs[-1]) - depth = np.insert(depth,len(depth),depth_interp[-1]+eps) - elif depth.min() > depth_interp.min(): - vs = np.insert(vs,0,vs[0]) - depth = np.insert(depth,0,depth[0]-eps) - - # interpolate the shear velocity - f = interp1d(depth,vs,kind=kind) - vs_interp = f(depth_interp) - return vs_interp - -# ------------------------------------------------------- -# extract 1D profile and interpolation -# ------------------------------------------------------- - -def diffusion_extract_process(vs_model, - extract_station_idx=None, - extract_method="mean", - denorm_vmin_range=[0.2,0.5], - denorm_vmax_range=[2.5,3.5], - combine_vel_threshold=0.1, - interp_depth=None, - interp_kind="previous", - smooth_vel=False, - smooth_nodes=10, - smooth_kind="pchip", - ): - """diffusion extract process - Args: - vs_model: 2D array [n_depth,n_x] - => shear velocity model - extract_station_idx: int, - => station index - extract_method: str - => method to extract the 1D profile - denorm_vmin: float - => minimum shear velocity (km/s) - denorm_vmax: float - => maximum shear velocity (km/s) - combine_vel_threshold: float - => velocity threshold for combining the same vs - interp_depth: 1D array - => target depth for interpolation - interp_kind: str - => kind of interpolation - smooth_vel: bool - => whether to smooth the vs - smooth_nodes: int - => number of nodes for smoothing - smooth_kind: str - => kind of smoothing - Returns: - vs_aug: 2D array [n_sta,n_depth] - => extracted shear velocity - depth_aug: 2D array [n_sta,n_depth] - => extracted depth - """ - # Step 1: extract the 1D profile - vs_profiles = extract_1d_profile(vs_model,extract_station_idx,extract_method) - depth = np.arange(vs_profiles.shape[-1])*0.04 - - if interp_depth is None: - interp_depth = depth - - vs_aug,depth_aug = [],[] - - for i in range(vs_profiles.shape[0]): - vs_profile = vs_profiles[i,:] - - # Step 2: de-normalize the shear velocity - denorm_vmin = np.random.uniform(denorm_vmin_range[0],denorm_vmin_range[1]) - denorm_vmax = np.random.uniform(denorm_vmax_range[0],denorm_vmax_range[1]) - vs_denormed = max_min_denormalize(vs_profile,denorm_vmin,denorm_vmax) - - # Step 3: combine the same vs - vs_combined,depth_combined = combine_same_vs(vs_denormed,depth,combine_vel_threshold) - - # step 4: smooth the vs - if smooth_vel: - vs_smooth = smooth_vs_by_node_interp(vs_combined,depth_combined,n_nodes=smooth_nodes,method=smooth_kind) - else: - vs_smooth = vs_combined - - # Step 5: interpolate the shear velocity - vs_interpolated = interpolate_vs(vs_smooth,depth_combined,interp_depth,interp_kind) - - vs_aug.extend(vs_interpolated) - depth_aug.extend(interp_depth) - - vs_aug = np.array(vs_aug).reshape(-1,len(interp_depth)) # [n_sta,n_depth] - depth_aug = np.array(depth_aug).reshape(-1,len(interp_depth)) # [n_sta,n_depth] - return vs_aug,depth_aug - -# ------------------------------------------------------- -# augmentation 1D profile -# ------------------------------------------------------- - -def diffusion_aug_extract_process(vs_model, - extract_station_idx=None, - extract_method="mean", - denorm_vmin_range=[0.2,0.5], - denorm_vmax_range=[2.5,3.5], - combine_vel_threshold=0.1, - interp_depth=np.arange(70)*0.04, - interp_kind="previous", - smooth_vel=False, - smooth_nodes=10, - smooth_kind="pchip", - aug_nums = 100, - aug_vs_probility=0.05, - aug_thickness_probility=0.1, - aug_vel_threshold=0.1, - smooth_aug_vel=False, - smooth_aug_nodes=10, - smooth_aug_kind="pchip", - ): - """diffusion augmentation extract process - Args: - vs_model: 2D array [n_depth,n_x] - => shear velocity model - extract_station_idx: int, - => station index - extract_method: str - => method to extract the 1D profile - denorm_vmin: float - => minimum shear velocity (km/s) - denorm_vmax: float - => maximum shear velocity (km/s) - combine_vel_threshold: float - => velocity threshold for combining the same vs - interp_depth: 1D array - => target depth for interpolation - interp_kind: str - => kind of interpolation - smooth_vel: bool - => whether to smooth the vs - smooth_nodes: int - => number of nodes for smoothing - smooth_kind: str - => kind of smoothing - aug_nums: int - => number of augmentation - aug_vs_probility: float - => probability of vs perturbation - aug_thickness_probility: float - => probability of thickness perturbation - aug_vel_threshold: float - => velocity threshold for removing the thin layers - aug_min_layers_num: int - => minimum number of layers - smooth_aug_vel: bool - => whether to smooth the augmented vs - smooth_aug_nodes: int - => number of nodes for smoothing the augmented vs - smooth_aug_kind: str - => kind of smoothing the augmented vs - Returns: - vs_aug: 3D array [n_sta,n_aug,n_depth] - => augmented shear velocity - depth_aug: 3D array [n_sta,n_aug,n_depth] - => augmented depth - """ - # Step 1: extract the 1D profile - vs_profiles = extract_1d_profile(vs_model,extract_station_idx,extract_method) - depth = np.arange(vs_profiles.shape[-1])*0.04 - - vs_aug,depth_aug = [],[] - - for i in range(vs_profiles.shape[0]): - vs_profile = vs_profiles[i,:] - - # Step 2: de-normalize the shear velocity - denorm_vmin = np.random.uniform(denorm_vmin_range[0],denorm_vmin_range[1]) - denorm_vmax = np.random.uniform(denorm_vmax_range[0],denorm_vmax_range[1]) - vs_denormed = max_min_denormalize(vs_profile,denorm_vmin,denorm_vmax) - - # Step 3: combine the same vs - vs_combined,depth_combined = combine_same_vs(vs_denormed,depth,combine_vel_threshold) - - # step 4: smooth the vs - if smooth_vel: - vs_smooth = smooth_vs_by_node_interp(vs_combined,depth_combined,n_nodes=smooth_nodes,method=smooth_kind) - else: - vs_smooth = vs_combined - - # Step 5: augmentation 1D profile - vs_aug_st,depth_aug_st = [],[] - for j in range(aug_nums): - if j == 0: - vs_aug_1d = vs_smooth - depth_aug_1d = depth_combined - else: - vs_aug_1d,depth_aug_1d = perturb_vs_depth(vs_smooth,depth_combined, - vs_perturbation=aug_vs_probility, - thickness_perturbation=aug_thickness_probility, - vel_threshold=aug_vel_threshold) - - # Step 6: interpolate the shear velocity - vs_interpolated = interpolate_vs(vs_aug_1d,depth_aug_1d,interp_depth,interp_kind) - - # step 7: smooth the augmented shear velocity - if smooth_aug_vel: - vs_interpolated = smooth_vs_by_node_interp(vs_interpolated,interp_depth,n_nodes=smooth_aug_nodes,method=smooth_aug_kind) - vs_aug_st.append(vs_interpolated) - depth_aug_st.append(interp_depth) - vs_aug.append(np.array(vs_aug_st)) - depth_aug.append(np.array(depth_aug_st)) - - vs_aug = np.array(vs_aug) # [n_sta,n_aug,n_depth] - depth_aug = np.array(depth_aug) # [n_sta,n_aug,n_depth] - return vs_aug,depth_aug \ No newline at end of file diff --git a/SWIDP/dispersion.py b/SWIDP/dispersion.py deleted file mode 100644 index 814bb36d40a5c82655335820416c1e2c6668454e..0000000000000000000000000000000000000000 --- a/SWIDP/dispersion.py +++ /dev/null @@ -1,367 +0,0 @@ -"""This file is used to calculate the dispersion curve based on the given velocity model. -The original dispersion curve forward modeling procedure is based on the CPS330 software - https://www.eas.slu.edu/eqc/ComputerProgramsSeismology/index.html -The dispersion curve is calculated by the disba package: - https://github.com/keurfonluu/disba -The transform of velocity model is based on the Brocher (2005) model. - [1] T. M. Brocher, “Empirical relations between elastic wavespeeds and density in the earth’s crust,” - Bull. Seismol. Soc. Amer., vol. 95, no. 6, pp. 2081–2092, Dec. 2005, doi: 10.1785/0120050077. -""" - -import numpy as np -from disba import PhaseDispersion,GroupDispersion -from scipy.interpolate import interp1d - -# ------------------------------------------------------- -# calculate the dispersion curve -# ------------------------------------------------------- -def calculate_dispersion(vel_model,t=None,dc=0.001): - """calculate the dispersion curve - Args: - vel_model: 2D numpy array - => the velocity model (depth, vp, vs, rho) - t: 1D numpy array - => the periods (s) - dc: float - => the sampling interval (km/s) for search the dispersion curve - Returns: - dispersion_curve: 2D numpy array - => the dispersion curve (period, phase velocity, group velocity) - """ - # transform the depth to the thickness - depth, vp, vs, rho = vel_model.T - thickness = np.diff(depth) - thickness = np.append(thickness, thickness[-1]) - vel_model = np.column_stack((thickness, vp, vs, rho)) - vel_model = vel_model.astype(np.float64) - - if t is None: - # Periods must be sorted starting with low periods - t = generate_mixed_samples(num_samples=100,start=0.2,end=10,uniform_num=50,log_num=20,random_num=30) - - # Compute the 3 first Rayleigh- and Love- wave modal dispersion curves - try: - pd = PhaseDispersion(*vel_model.T, dc=dc) - gd = GroupDispersion(*vel_model.T, dc=dc) - phase_disp = [pd(t, mode=i, wave="rayleigh") for i in range(1)] - group_disp = [gd(t, mode=i, wave='rayleigh') for i in range(1)] - - phase_period,phase_vel = phase_disp[0].period,phase_disp[0].velocity - group_period,group_vel = group_disp[0].period,group_disp[0].velocity - - if len(phase_period) != len(t) or len(group_period) != len(t): - phase_period = np.zeros(len(t)) - group_period = np.zeros(len(t)) - phase_vel = np.zeros(len(t)) - group_vel = np.zeros(len(t)) - t = np.zeros(len(phase_vel)) - except Exception as e: - # If any error occurs during computation, return arrays of zeros - phase_vel = np.zeros(len(t)) - group_vel = np.zeros(len(t)) - t = np.zeros(len(phase_vel)) - return np.hstack((t.reshape(-1,1),phase_vel.reshape(-1,1),group_vel.reshape(-1,1))) - -# ------------------------------------------------------- -# generate the periods position -# ------------------------------------------------------- -def generate_mixed_samples(num_samples, start=0.5, end=5, uniform_num=100, log_num=100, random_num=100): - """generate periods position - Args: - num_samples: int - => the number of periods - start: float - => the start period (s) - end: float - => the end period (s) - uniform_num: int - => the number of uniform sampling points - log_num: int - => the number of logarithmic sampling points - random_num: int - => the number of random sampling points - Returns: - t_final_sorted: 1D numpy array - => the sorted periods (s) - """ - # Uniform sampling - t_uniform = np.linspace(start, end, num=uniform_num) - # Logarithmic sampling - t_log = 1/np.logspace(np.log10(1/end), np.log10(1/start), num=log_num) - # Random sampling - t_random = np.random.uniform(start, end, size=random_num) - - # Remove duplicates - t_uniform_unique = np.unique(t_uniform) - t_log_unique = np.unique(t_log) - t_random_unique = np.unique(t_random) - - # Combine all unique sampling points - t_combined = np.concatenate((t_uniform_unique, t_log_unique, t_random_unique)) - t_combined_unique = np.unique(t_combined) - - # Adjust final number of sampling points - if len(t_combined_unique) > num_samples: - t_final = np.random.choice(t_combined_unique, size=num_samples, replace=False) - elif len(t_combined_unique) < num_samples: - extra_samples = np.random.uniform(start, end, size=num_samples - len(t_combined_unique)) - t_final = np.concatenate((t_combined_unique, extra_samples)) - t_final = np.unique(t_final) - else: - t_final = t_combined_unique - - # Sort - t_final_sorted = np.sort(t_final) - - return t_final_sorted - -# ------------------------------------------------------- -# transform the velocity model (Brocher, 2005) -# ------------------------------------------------------- -def transform_vp_to_vs(vp): - """transform the P-wave velocity to S-wave velocity (Brocher, 2005) - Args: - vp: 1D/2D numpy array - => P-wave velocity (km/s) - Returns: - vs: 1D/2D numpy array - => S-wave velocity (km/s) - """ - vs = 0.7858 - 1.2344*vp + 0.7949*vp**2 - 0.1238*vp**3 + 0.0064*vp**4 - return vs - -def transform_vs_to_vp(vs): - """transform the S-wave velocity to P-wave velocity (Brocher, 2005) - Args: - vs: 1D/2D numpy array - => S-wave velocity (km/s) - Returns: - vp: 1D/2D numpy array - => P-wave velocity (km/s) - """ - vp = 0.9409 + 2.0947*vs - 0.8206*vs**2+ 0.2683*vs**3 - 0.0251*vs**4 - return vp - -def transform_vp_to_rho(vp): - """transform the P-wave velocity to density (Brocher, 2005) - Args: - vp: 1D/2D numpy array - => P-wave velocity (km/s) - Returns: - rho: 1D/2D numpy array - => density (g/cm^3) - """ - rho = 1.6612*vp - 0.4721*vp**2 + 0.0671*vp**3 - 0.0043*vp**4 + 0.000106*vp**5 - return rho - -def transform_vs_to_vel_model(vs,depth=None): - """transform the S-wave velocity to velocity model (Brocher, 2005) - Args: - vs: 1D numpy array - => S-wave velocity (km/s) - depth: 1D numpy array - => depth (km) - Returns: - vel_model: 2D numpy array - => the velocity model (depth, vp, vs, rho) - """ - if depth is None: - depth = np.arange(0, vs.shape[-1])*0.04 - vp = transform_vs_to_vp(vs) - - # depth > 120 km, the P-wave velocity is equal to the S-wave velocity * 1.79 - mask = depth>120 - vp[mask] = vs[mask]*1.79 - rho = transform_vp_to_rho(vp) - vel_model = np.column_stack((depth, vp, vs, rho)) - return vel_model - -def transform_vp_to_vel_model(vp,depth=None): - """get the velocity model (Brocher, 2005) - Args: - vp: 1D numpy array - => P-wave velocity (km/s) - depth: 1D numpy array - => depth (km) - Returns: - vel_model: 2D numpy array - => the velocity model (depth, vp, vs, rho) - """ - if depth is None: - depth = np.arange(0, vp.shape[-1])*0.04 - vs = transform_vp_to_vs(vp) - rho = transform_vp_to_rho(vp) - vel_model = np.column_stack((depth, vp, vs, rho)) - return vel_model - -# ------------------------------------------------------- -# interpolate the velocity model -# ------------------------------------------------------- -def interpolate_vel_model(vel_model,depth_new,interp_method="nearest"): - """interpolate the velocity model - Args: - vel_model: 2D numpy array - => the velocity model (depth, vp, vs, rho) - depth_new: 1D numpy array - => the new depth (km) - interp_method: str - => the interpolation method - Returns: - vel_model: 2D numpy array - => the velocity model (depth, vp, vs, rho) - """ - depth,vp,vs,rho = vel_model.T - f_vp = interp1d(depth,vp,kind=interp_method,fill_value=vp[-1],bounds_error=False) - f_vs = interp1d(depth,vs,kind=interp_method,fill_value=vs[-1],bounds_error=False) - f_rho = interp1d(depth,rho,kind=interp_method,fill_value=rho[-1],bounds_error=False) - vp_new = f_vp(depth_new) - vs_new = f_vs(depth_new) - rho_new = f_rho(depth_new) - vel_model_new = np.column_stack((depth_new,vp_new,vs_new,rho_new)) - return vel_model_new - -# ------------------------------------------------------- -# generate the initial model based on empirical formula -# ------------------------------------------------------- -def gen_init_model(t,cg_obs,thick,area=False): - """ - generate the initial model based on empirical formula - developed by Thomas M.Brocher (2005). - --------------------- - Input Parameters: - t : 1D numpy array - => period of observaton dispersion points - cg_obs: 1D numpy array - => phase velocity of observation dispersion points - thick : 1D numpy array - => thickness of each layer - Output: the initialize model - thick : 1D numpy array - => thickness - vs : 1D numpy array - => the shear wave velocity - vp : 1D numpy array - => the compress wave velocity - rho: 1D numpy array - => the density - -------------------- - Output parameters: - model:Dict - => the generated model - """ - wavelength = t*cg_obs - nlayer = len(thick) - lambda2L = 0.65 # the depth faction 0.63L - beta = 0.92 # the poisson's ratio - eqv_lambda = lambda2L*wavelength - lay_model = np.zeros((nlayer,2)) - lay_model[:,0] = thick - for i in range(nlayer-1): - if i == 0: - up_bound = 0 - else: - up_bound = up_bound + lay_model[i-1,0] # the top-layer's depth - low_bound = up_bound + lay_model[i,0] # the botton-layer's depth - # vs for every layer - lambda_idx = np.argwhere((eqv_lambda>up_bound) & (eqv_lambda0: - lay_model[i,1] = np.max(cg_obs[lambda_idx])/beta # phase velocity -> vs - else: - lambda_idx = np.argmin(np.abs(eqv_lambda - low_bound)) - lay_model[i,1] = cg_obs[lambda_idx]/beta - # set the last layer - lay_model[nlayer-1,0] = 0 - lay_model[nlayer-1,1] = np.max(cg_obs)*1.1 - thick = lay_model[:,0] - vs = lay_model[:,1] - vp = transform_vs_to_vp(vs) - depth = np.cumsum(thick) - - mask = depth>120 - vp[mask] = vs[mask]*1.79 - rho = transform_vp_to_rho(vp) - - model = { - "depth":depth, - "vp":vp, - "vs":vs, - "rho":rho - } - if area: - return np.column_stack((depth,vp,vs,rho)) - else: - return model - -# ------------------------------------------------------- -# generate the velocity model from the S-wave velocity -# ------------------------------------------------------- -def gen_model_from_vs(depth,vs,area=False,Brocher=True): - """ - generate the initial model based on empirical formula - developed by Thomas M.Brocher (2005). - --------------------- - Input Parameters: - thick : Array(1D) - => the thickness of layer - vs : Array(1D) - => the shear wave velocity - area : boolen - => the output format - -------------------- - Output parameters: - model:Dict - the generated model - """ - depth = np.array(depth) - thickness = np.diff(depth) - thickness = np.insert(thickness,-1,thickness[-1]) - vs = np.array(vs) - if Brocher: - vp = transform_vs_to_vp(vs) - else: - vp = 1.79*vs - mask = depth>120 - vp[mask] = vs[mask]*1.79 - rho = transform_vp_to_rho(vp) - model = { - "depth":depth, - "vp":vp, - "vs":vs, - "rho":rho - } - if area: - return np.column_stack((depth, vp, vs, rho)) - else: - return model - -# ------------------------------------------------------- -# smooth the data -# ------------------------------------------------------- -def smooth_data(y, window_size=7): - """ - Smooth the input data using a moving average filter, with padding to reduce edge effects. - - Parameters: - y (array-like): The input data to be smoothed. - window_size (int): Size of the moving average window (default is 7). - - Returns: - y_smooth (array-like): Smoothed data. - """ - - # Save the first data point to preserve it after smoothing - first_point = y[0] - - # Create a moving average window (a window of ones normalized by the window size) - window = np.ones(window_size) / window_size - - # Pad the input data using 'reflect' mode to minimize edge effects during convolution - y_padded = np.pad(y, (window_size // 2, window_size // 2), mode='reflect') - - # Apply the convolution between the padded data and the smoothing window - y_smooth = np.convolve(y_padded, window, mode='valid') - - # Replace the first point of the smoothed data with the original first point - y_smooth[0] = first_point - - return y_smooth \ No newline at end of file diff --git a/SWIDP/download_2d_3d_model.py b/SWIDP/download_2d_3d_model.py deleted file mode 100644 index b57ca7debb38471561d6293f5557f3cdf6d79754..0000000000000000000000000000000000000000 --- a/SWIDP/download_2d_3d_model.py +++ /dev/null @@ -1,31 +0,0 @@ -# Notice -# We provide the following download links for the datasets used in this work. -# However, we strongly encourage users to properly credit the original studies when using these datasets in any research or derivative work. -# Please also carefully read the official documentation of each dataset on their corresponding websites to fully understand the data description, quality control, and usage constraints. - -# Datasets links - -# 1. SWI-shallow from OpenFWI -# https://openfwi-lanl.github.io/docs/data.html - # Flat: https://drive.google.com/drive/folders/1NIdjiYhjWSV9NHn7ZEFYTpJxzvzxqYRb?usp=sharing - # Fold: https://drive.google.com/drive/folders/1NGXnVG0gUFHfDcUvJxfozCgiI4WwquVk?usp=sharing - # Flat-Fault: https://drive.google.com/drive/folders/1jOB6R_zewuFj5wZam7nDP7GixQnbnRLR?usp=sharing - # Fold-Fault: https://drive.google.com/drive/folders/1vqUHJ-iRwp3ozL-e4HhKGpdO0e7NQZE1?usp=sharing - # Field: https://drive.google.com/drive/folders/1CQceUL5ITTHV-PRqbIzkyZwCDdUk0XkU?usp=sharing - -# 2. OpenSWI-deep from 14 global and regional 3D velocity models -# LITHO1.0: https://igppweb.ucsd.edu/~gabi/litho1.0.html -# USTClitho1.0: http://chinageorefmodel.org/wp-content/uploads/china-models-individual/USTClitho1.0.zip -# Central-and-Western-US: http://ciei.colorado.edu/Models/US_4/WCUS_Shen_2012.zip -# Continental-China: http://ciei.colorado.edu/Models/China_Shen_2015/China_2015_Vs_v1.0.tar -# US-Upper-Mantle: http://ds.iris.edu/ds/products/emc-us-upper-mantle-vsxiechuyang2018/ -# Alaska: https://ds.iris.edu/ds/products/emc-alaskajointinversion_rfvphhv-1berg2020/ -# LSP-Eucrust1.0: https://ds.iris.edu/ds/products/emc-lsp_eucrust10/ -# CSRM-Eastern Mediterranean: https://ds.iris.edu/spud/earthmodel/18027082 -# CSEM-Europe: https://ds.iris.edu/spud/earthmodel/18027090 -# CSEM-South-Atlantic: http://ds.iris.edu/ds/products/emc-csem_south_atlantic -# CSEM-North-Atlantic: http://ds.iris.edu/ds/products/emc-csem_north_atlantic -# CSEM-japan: http://ds.iris.edu/ds/products/emc-csem_japan -# CSEM-iberia: http://ds.iris.edu/ds/products/emc-csem_iberia -# CSEM-Australasia: http://ds.iris.edu/ds/products/emc-csem_australasia - diff --git a/SWIDP/process_1d_deep.py b/SWIDP/process_1d_deep.py deleted file mode 100644 index 61ade76fa453a6c030ca624ffe9207912f33de86..0000000000000000000000000000000000000000 --- a/SWIDP/process_1d_deep.py +++ /dev/null @@ -1,423 +0,0 @@ -import numpy as np -from scipy.interpolate import interp1d -from scipy.interpolate import make_interp_spline, PchipInterpolator - -# ------------------------------------------------------- -# find the moho depth -# ------------------------------------------------------- -def find_moho_depth(vs,depth, - moho_depth_range=[5,90], - gradient_search = True, - gradient_threshold=0.1, - gradient_search_range=10): - """find the moho depth - Args: - vs: 1D numpy array - => S-wave velocity (km/s) - depth: 1D numpy array - => depth (km) - moho_depth_range: list - => moho depth range (km) - gradient_search: bool - => whether to search by gradient - gradient_threshold: float - => gradient threshold - gradient_search_range: int - => gradient search range (km) Returns: - moho_depth_idx: int - => moho depth index - """ - # first find by gradient and max value - moho_depth_idx_max = find_moho_depth_by_max_value(vs,depth,moho_depth_range) - if gradient_search: - moho_depth_idx_gradient = find_moho_depth_by_gradient(vs,depth,gradient_threshold,moho_depth_range) - if moho_depth_idx_gradient is None: - return moho_depth_idx_max - # if the difference between gradient and max value is less than 10, return the max value - if np.abs(moho_depth_idx_gradient-moho_depth_idx_max) < gradient_search_range: - return moho_depth_idx_max - else: - moho_depth_idx_max = find_moho_depth_by_max_value(vs,depth,[moho_depth_idx_gradient-gradient_search_range,moho_depth_idx_gradient+gradient_search_range]) - return moho_depth_idx_max - else: - return moho_depth_idx_max - - -def find_moho_depth_by_max_value(vs,depth,moho_depth_range=[5,90]): - """find the moho depth - Args: - vs: 1D numpy array - => S-wave velocity (km/s) - depth: 1D numpy array - => depth (km) - moho_depth_range: list - => moho depth range (km) - Returns: - moho_depth_idx: int - => moho depth index - """ - # find the min and max depth index - min_depth_idx = np.argmin(np.abs(depth-moho_depth_range[0])) - max_depth_idx = np.argmin(np.abs(depth-moho_depth_range[1])) - # find the max velocity index in the moho depth range - moho_depth_idx = np.argmax(vs[min_depth_idx:max_depth_idx])+min_depth_idx - return moho_depth_idx - -def find_moho_depth_by_gradient(vs,depth,gradient_threshold=0.1,moho_depth_range=[5,90]): - """find the moho depth by gradient - Args: - vs: 1D numpy array - => S-wave velocity (km/s) - depth: 1D numpy array - => depth (km) - gradient_threshold: float - => gradient threshold - moho_depth_range: list - => moho depth range (km) - Returns: - moho_depth_idx: int - => moho depth index - """ - moho_min_vs = 3.2 # the minimum vs for moho - - # calculate the gradient - gradients = np.diff(vs) / np.diff(depth) - - # gradient normalize to [-1,1] - gradients = 2 * (gradients - gradients.min()) / (gradients.max() - gradients.min()) - 1 - - # find the larger than gradient_threshold index (which is >0) - moho_depth_idx = np.argwhere(gradients>gradient_threshold)[:,0] - - # find the max gradient index in the moho depth range - min_depth_idx = np.argmin(np.abs(depth-moho_depth_range[0])) - max_depth_idx = np.argmin(np.abs(depth-moho_depth_range[1])) - - # find the max gradient index in the moho depth range - moho_depth_idx = moho_depth_idx[(moho_depth_idx >= min_depth_idx) & (moho_depth_idx <= max_depth_idx) & (vs[moho_depth_idx] >= moho_min_vs)] - if len(moho_depth_idx) > 0: - moho_depth_idx = moho_depth_idx[-1]+1 - else: - moho_depth_idx = None - return moho_depth_idx - -# ------------------------------------------------------- -# perturb the moho depth and velocity -# ------------------------------------------------------- -def perturb_moho_vs(vs, depth, moho_idx, - moho_perturb_range=[-10,10], - vs_perturb_range=[-0.1,0.1], - moho_idx_range=[5,95], - crust_nodes=6, - mantle_nodes=12, - moho_shift_range=10, - return_nodes=False): - """Perturb Moho depth and velocity while keeping other parts linear interpolated - - Args: - vs: 1D numpy array - => S-wave velocity profile (km/s) - depth: 1D numpy array - => depth profile (km) - moho_idx: int - => index of Moho discontinuity - moho_perturb_range: float - => perturbation range for Moho depth (±fraction) (default: 10) - vs_perturb_range: float - => perturbation range for velocity (±fraction) (default: 0.2) - moho_idx_range: list - => range of Moho depth index (default: [5,95]) - return_nodes: bool - => whether to return the control points (default: False) - crust_nodes: int - => number of crust nodes (default: 6) - mantle_nodes: int - => number of mantle nodes (default: 12) - moho_shift_range: int - => perturbation range for Moho depth (±integer) (default: 10) - - Returns: - vs_perturbed: 1D numpy array - => perturbed velocity profile - """ - # Copy original profile - vs_perturbed = vs.copy() - - # Randomly perturb Moho depth within range - moho_shift = np.random.randint(moho_perturb_range[0],moho_perturb_range[1]) - new_moho_idx = moho_idx + moho_shift - new_moho_idx = np.clip(new_moho_idx, moho_idx_range[0], moho_idx_range[1]) - moho_shift_range = np.clip(moho_shift_range,1,new_moho_idx) - - # Perturb velocity at new Moho - vs_shift = np.random.uniform(vs_perturb_range[0], vs_perturb_range[1]) - new_moho_vs = vs[moho_idx] + vs_shift - - # Select X nodes before original Moho and Y nodes after original Moho as control points - crust_interval = int(np.ceil(moho_idx/crust_nodes)) - mantle_interval = int(np.ceil((len(vs) - moho_idx)/mantle_nodes)) - - # calculate the control points (crust) - depth_crust = depth[:moho_idx][::crust_interval] - vs_crust = vs[:moho_idx][::crust_interval] - # select the nodes < new moho depth & vs < new moho vs - cond1 = depth_crust < depth[new_moho_idx-moho_shift_range] - cond2 = vs_crust < new_moho_vs - cond = cond1*cond2 - # make sure at least 1 node is selected - if np.sum(cond) == 0: - cond[0] = True - depth_crust_select = depth_crust[cond] - vs_crust_select = vs_crust[cond] - - - # calculate the control points (mantle) - depth_mantle = depth[moho_idx:][::mantle_interval] - vs_mantle = vs[moho_idx:][::mantle_interval] - # select the nodes > new moho depth - cond3 = depth_mantle > depth[new_moho_idx+moho_shift_range] - depth_mantle_select = depth_mantle[cond3] - vs_mantle_select = vs_mantle[cond3] - - # Connect crust and mantle nodes for spline interpolation - controle_node_depth = np.concatenate([depth_crust_select,[depth[new_moho_idx]],depth_mantle_select]) - controle_node_vs = np.concatenate([vs_crust_select,[new_moho_vs],vs_mantle_select]) - - # spl_crust_new = make_interp_spline(controle_node_depth, controle_node_vs, k=3) # k=3 for cubic splines - # vs_perturbed = spl_crust_new(depth) - spl_crust_new = PchipInterpolator(controle_node_depth, controle_node_vs) - vs_perturbed = spl_crust_new(depth) - - if return_nodes: - return vs_perturbed, controle_node_depth, controle_node_vs - else: - return vs_perturbed - -from scipy.ndimage import gaussian_filter1d -def augment_crust_moho_mantle(vs, depth, moho_idx, - vs_perturb_range=[-0.1,0.1], - crust_nodes_range=[3,10], - mantle_nodes_range=[6,12], - moho_shift_range=10, - gaussian_smooth_sigma=2, - return_nodes=False, - random_seed=None): - """Perturb all the profile [crust,moho,mantle]: make sure the same moho position - - Args: - vs: 1D numpy array - => S-wave velocity profile (km/s) - depth: 1D numpy array - => depth profile (km) - moho_idx: int - => index of Moho discontinuity - vs_perturb_range: float - => perturbation range for velocity (±fraction) (default: 0.2) - crust_nodes_range: list - => range of number of crust nodes (default: [3,10]) - mantle_nodes_range: list - => range of number of mantle nodes (default: [6,12]) - moho_shift_range: int - => perturbation range for Moho depth (±integer) (default: 10) - gaussian_smooth_sigma: float - => smoothing parameter for gaussian filter (default: 2) - return_nodes: bool - => whether to return the control points (default: False) - Returns: - vs_perturbed: 1D numpy array - => perturbed velocity profile - controle_node_depth: 1D numpy array - => control points depth - controle_node_vs: 1D numpy array - => control points velocity - """ - if random_seed is not None: - np.random.seed(random_seed) - - # Copy original profile - vs_perturbed = vs.copy() - crust_nodes = np.random.randint(crust_nodes_range[0],crust_nodes_range[1]) - mantle_nodes = np.random.randint(mantle_nodes_range[0],mantle_nodes_range[1]) - - moho_shift_range = np.min([moho_shift_range,moho_idx-1]) - - #---------------------------------------------------- - # perturb the moho depth and velocity - #---------------------------------------------------- - # Perturb velocity at new Moho - vs_shift = np.random.uniform(vs_perturb_range[0], vs_perturb_range[1]) - new_moho_vs = vs[moho_idx] + vs_shift - - #---------------------------------------------------- - # calculate the control points - #---------------------------------------------------- - # Select X nodes before original Moho and Y nodes after original Moho as control points - crust_interval = int(np.ceil(moho_idx/crust_nodes)) - crust_interval = np.clip(crust_interval,1,5) - mantle_interval = int(np.ceil((len(vs) - moho_idx)/mantle_nodes)) - mantle_interval = np.clip(mantle_interval,1,20) - - # calculate the control points (crust) - depth_crust = depth[:moho_idx][::crust_interval] - vs_crust = vs[:moho_idx][::crust_interval] - # select the nodes < new moho depth & vs < new moho vs - cond1 = depth_crust < depth[moho_idx-moho_shift_range] - cond2 = vs_crust < new_moho_vs - cond = cond1*cond2 - # make sure at least 1 node is selected - if np.sum(cond) == 0: - cond[0] = True - depth_crust_select = depth_crust[cond] - vs_crust_select = vs_crust[cond] - # if the first node is not the same as the original, then add the original first node - if vs_crust_select[0] != vs[0]: - vs_crust_select = np.insert(vs_crust_select,0,vs[0]) - depth_crust_select = np.insert(depth_crust_select,0,depth[0]) - - # calculate the control points (mantle) - depth_mantle = depth[moho_idx:][::mantle_interval] - vs_mantle = vs[moho_idx:][::mantle_interval] - # select the nodes > new moho depth - cond3 = depth_mantle > depth[moho_idx+moho_shift_range] - depth_mantle_select = depth_mantle[cond3] - vs_mantle_select = vs_mantle[cond3] - # if the last node is not the same as the original, then add the original last node - if vs_mantle_select[-1] != vs[-1]: - vs_mantle_select = np.append(vs_mantle_select,vs[-1]) - depth_mantle_select = np.append(depth_mantle_select,depth[-1]) - - #---------------------------------------------------- - # random perturb the crust & mantle nodes - #---------------------------------------------------- - # crust - vs_crust_select[1:] = vs_crust_select[1:] + np.random.uniform(vs_perturb_range[0], vs_perturb_range[1], len(vs_crust_select)-1) - # Smooth crust nodes - if len(vs_crust_select) >= 2: - vs_crust_select = gaussian_filter1d(vs_crust_select, sigma=gaussian_smooth_sigma) - # not change the first node - vs_crust_select[0] = vs[0] - # remove the same depth nodes - unique_depths, unique_indices = np.unique(depth_crust_select, return_index=True) - depth_crust_select = unique_depths - vs_crust_select = vs_crust_select[unique_indices] - - # mantle - vs_mantle_select[:-1] = vs_mantle_select[:-1] + np.random.uniform(vs_perturb_range[0], vs_perturb_range[1], len(vs_mantle_select)-1) - # Smooth mantle nodes - if len(vs_mantle_select) >= 2: - vs_mantle_select = gaussian_filter1d(vs_mantle_select, sigma=gaussian_smooth_sigma) - # not change the last node - vs_mantle_select[-1] = vs[-1] - # remove the same depth nodes - unique_depths, unique_indices = np.unique(depth_mantle_select, return_index=True) - depth_mantle_select = unique_depths - vs_mantle_select = vs_mantle_select[unique_indices] - - #---------------------------------------------------- - # interpolate the velocity - #---------------------------------------------------- - # Connect crust and mantle nodes for spline interpolation - controle_node_depth = np.concatenate([depth_crust_select,[depth[moho_idx]],depth_mantle_select]) - controle_node_vs = np.concatenate([vs_crust_select,[new_moho_vs],vs_mantle_select]) - - # interpolate the velocity - spl_crust_new = PchipInterpolator(controle_node_depth, controle_node_vs) - vs_perturbed = spl_crust_new(depth) - - if return_nodes: - return vs_perturbed, controle_node_depth, controle_node_vs - else: - return vs_perturbed - -# ------------------------------------------------------- -# remove the sandwich layers -# ------------------------------------------------------- -def combine_thin_sandwich(vs, depth, thickness_threshold=10, uniform_thickness=1, gradient_threshold=0.005, return_idx=False): - """ Remove anomalous thin sandwich layers (high or low velocity layers) - Args: - vs: 1D numpy array - => S-wave velocity (km/s) - depth: 1D numpy array - => depth (km) - thickness_threshold: float - => minimum layer thickness to keep - uniform_thickness: float - => uniform thickness (km) - gradient_threshold: float - => maximum velocity difference ratio to consider anomalous - return_idx: bool - => return the index of the sandwich layers - Returns: - new_vs: 1D numpy array - => S-wave velocity (km/s) with anomalous layers removed - sandwich_idx (optional): list - => index of the sandwich layers [start_idx,last_idx] - """ - # max number of layers to check - max_layers = int(thickness_threshold/uniform_thickness) - - # Calculate layer thicknesses and velocity gradients - gradients = np.diff(vs) / np.diff(depth) - gradients_signs = np.sign(gradients) - - # Initialize output arrays - new_vs = vs.copy() - new_depth = depth.copy() - - # Step 1: Find layers with large gradients - large_grad_idx = np.where(np.abs(gradients) > gradient_threshold)[0] - - sandwich_idx = [] - # Step 2 & 3: Check for sandwich structures and merge layers - for i in range(len(large_grad_idx)): - # get the current gradient sign - start_idx = large_grad_idx[i] - grad_sign = np.sign(gradients[start_idx]) - - # get the next N layers signs - next_n_layers_signs = gradients_signs[start_idx+1:start_idx+max_layers] - - # Check if gradients have opposite signs and larger than gradient_threshold - metric1 = next_n_layers_signs == -grad_sign - metric2 = np.abs(gradients[start_idx+1:start_idx+max_layers]) > gradient_threshold - metric = metric1*metric2 - if np.any(metric): - # get the first true index - last_idx = np.where(metric)[0][0] + start_idx + 1 - if last_idx > 0: - # Merge by first velocity - new_vs[start_idx:last_idx+1] = vs[start_idx] - sandwich_idx.append([start_idx,last_idx]) - if return_idx: - return sandwich_idx, new_vs - else: - return new_vs - -# ------------------------------------------------------- -# smooth the velocity by B-spline interpolation -# ------------------------------------------------------- -def smooth_vs_by_node_interp(vs, depth, n_nodes=10,method="spline"): - """ Smooth the velocity by B-spline interpolation - Args: - vs: 1D numpy array - => S-wave velocity (km/s) - depth: 1D numpy array - => depth (km) - n_nodes: int - => number of nodes - method: str - => method to smooth the velocity - Returns: - vs_smooth: 1D numpy array - => smoothed velocity (km/s) - """ - nodes = np.linspace(depth.min(), depth.max(), n_nodes) - vs_nodes = np.interp(nodes, depth, vs) - if method == "spline": - spline = make_interp_spline(nodes, vs_nodes, k=3) - return spline(depth) - elif method == "pchip": - pchip = PchipInterpolator(nodes, vs_nodes) - return pchip(depth) - else: - raise ValueError(f"Invalid method: {method}") \ No newline at end of file diff --git a/SWIDP/process_1d_shallow.py b/SWIDP/process_1d_shallow.py deleted file mode 100644 index 6e3256269c8b1cdef1dcebb0bbcdea3101357249..0000000000000000000000000000000000000000 --- a/SWIDP/process_1d_shallow.py +++ /dev/null @@ -1,256 +0,0 @@ -import numpy as np -from scipy.interpolate import interp1d -from scipy.interpolate import make_interp_spline, PchipInterpolator - - -# ------------------------------------------------------- -# combine the velocity profiles with the same S-wave velocity -# ------------------------------------------------------- -def combine_same_vs(vs,depth=None,vel_threshold=0.01): - """combine the velocity profiles with the same S-wave velocity - Args: - vs: 1D numpy array - => S-wave velocity (km/s) - depth: 1D numpy array - => depth (km) - Returns: - new_vs: 1D numpy array - => S-wave velocity (km/s) - new_depth: 1D numpy array - => depth (km) - """ - if depth is None: - depth = np.arange(70)*0.04 - - new_vs,new_depth = [],[] - i = 0 - while i < len(vs)-1: - # Find the next layer with different velocity - next_i = i + 1 - while next_i < len(vs) and np.abs(vs[next_i] - vs[i]) < vel_threshold: - next_i += 1 - # Add the current layer to new model - new_depth.append(depth[i]) - new_vs.append(vs[i]) - # Move to next different layer - i = next_i - # add the last layer - new_depth.append(depth[-1]) - new_vs.append(vs[-1]) - return np.array(new_vs),np.array(new_depth) - - -# ------------------------------------------------------- -# remove the thin layers -# ------------------------------------------------------- -def remove_thin_layer(vs, depth, thickness_threshold=0.1): - """ remove thin layers - """ - depth = np.array(depth) - thickness = np.diff(depth) - - select_idx = np.where(thickness > thickness_threshold)[0] - - # nodes are the depth of the selected thickness - if len(thickness) - 1 in select_idx: - depth_selected = np.concatenate(([depth[0]], depth[select_idx + 1])) - vs_selected = np.concatenate(([vs[0]], vs[select_idx + 1])) - else: - depth_selected = np.concatenate(([depth[0]], depth[select_idx + 1], [depth[-1]])) - vs_selected = np.concatenate(([vs[0]], vs[select_idx + 1], [vs[-1]])) - return vs_selected,depth_selected - -# ------------------------------------------------------- -# perturb the velocity and depth -# ------------------------------------------------------- -def perturb_vs_depth(vs,depth, - vs_perturbation=0.05, - thickness_perturbation=0.1, - vel_threshold=0.1): - """perturb the velocity and depth - Args: - vs: 1D numpy array - => S-wave velocity (km/s) - depth: 1D numpy array - => depth (km) - vs_perturbation: float - => perturbation of the velocity (km/s) - thickness_perturbation: float - => perturbation of the thickness (km) - vel_threshold: float - => minimum thickness (km) - Returns: - new_vs: 1D numpy array - => S-wave velocity (km/s) - new_depth: 1D numpy array - => depth (km) - """ - # Add random perturbation while maintaining relative velocity relationships - new_vs = vs * (1 + np.random.normal(0,vs_perturbation,vs.shape)) - - # pertubation the thickness -> reconstruct the depth - new_thickness = np.insert(np.diff(depth),0,0) - new_thickness[1:] = new_thickness[1:] * (1 + np.random.normal(0,thickness_perturbation,new_thickness[1:].shape)) - new_depth = np.cumsum(new_thickness) - new_depth[-1] = depth[-1].copy() - - # combine the thin layers with thickness < vel_threshold - new_vs,new_depth = combine_same_vs(new_vs,new_depth,vel_threshold=vel_threshold) - - # ensure vs[-1] > vs[-2] - # if new_vs[-1] < new_vs[-2]: - # new_vs[-1] = new_vs[-2] *(1+abs(np.random.normal(0,0.05))) # Ensure strictly greater than - - return new_vs,new_depth - -def combine_thin_sandwich(vs, depth, thickness_threshold=0.1, uniform_thickness=0.04, gradient_threshold=0.005, return_idx=False): - """ Remove anomalous thin sandwich layers (high or low velocity layers) - Args: - vs: 1D numpy array - => S-wave velocity (km/s) - depth: 1D numpy array - => depth (km) - thickness_threshold: float - => minimum layer thickness to keep - uniform_thickness: float - => uniform thickness (km) - gradient_threshold: float - => maximum velocity difference ratio to consider anomalous - return_idx: bool - => return the index of the sandwich layers - Returns: - new_vs: 1D numpy array - => S-wave velocity (km/s) with anomalous layers removed - sandwich_idx (optional): list - => index of the sandwich layers [start_idx,last_idx] - """ - # max number of layers to check - max_layers = int(thickness_threshold/uniform_thickness) - - # Calculate layer thicknesses and velocity gradients - gradients = np.diff(vs) / np.diff(depth) - gradients_signs = np.sign(gradients) - - # Initialize output arrays - new_vs = vs.copy() - - # Step 1: Find layers with large gradients - large_grad_idx = np.where(np.abs(gradients) > gradient_threshold)[0] - - sandwich_idx = [] - # Step 2 & 3: Check for sandwich structures and merge layers - for i in range(len(large_grad_idx)): - # get the current gradient sign - start_idx = large_grad_idx[i] - grad_sign = np.sign(gradients[start_idx]) - - # get the next N layers signs - next_n_layers_signs = gradients_signs[start_idx+1:start_idx+max_layers] - - # Check if gradients have opposite signs and larger than gradient_threshold - metric1 = next_n_layers_signs == -grad_sign - metric2 = np.abs(gradients[start_idx+1:start_idx+max_layers]) > gradient_threshold - metric = metric1*metric2 - if np.any(metric): - # get the first true index - last_idx = np.where(metric)[0][0] + start_idx + 1 - if last_idx > 0: - # Merge by first velocity - new_vs[start_idx:last_idx+1] = vs[start_idx] - sandwich_idx.append([start_idx,last_idx]) - if return_idx: - return sandwich_idx, new_vs - else: - return new_vs - -# ------------------------------------------------------- -# smooth the velocity by B-spline interpolation -# ------------------------------------------------------- -def smooth_vs_by_node_interp(vs, depth, n_nodes=10, method="pchip"): - """ Smooth the velocity by B-spline interpolation - Args: - vs: 1D numpy array - => S-wave velocity (km/s) - depth: 1D numpy array - => depth (km) - n_nodes: int - => number of nodes - method: str - => method to smooth the velocity - Returns: - vs_smooth: 1D numpy array - => smoothed velocity (km/s) - """ - depth = np.array(depth) - nodes = np.linspace(depth.min(), depth.max(), n_nodes) - vs_nodes = np.interp(nodes, depth, vs) - if method == "spline": - spline = make_interp_spline(nodes, vs_nodes, k=3) - return spline(depth) - elif method == "pchip": - pchip = PchipInterpolator(nodes, vs_nodes) - return pchip(depth) - else: - raise ValueError(f"Invalid method: {method}") - -def augment_workflow(vs,depth, - perturb_num = 100, - vs_perturbation=0.05, - thickness_perturbation=0.1, - vel_threshold=0.01, - thickness_threshold = 0.01, - min_layers_num=3, - smooth_vel=False, - smooth_nodes=10, - ): - """perturb the velocity and depth - Args: - vs: 1D numpy array - => S-wave velocity (km/s) - depth: 1D numpy array - => depth (km) - perturb_num: int - => number of perturbations - vs_perturbation: float - => perturbation of the velocity (km/s) - thickness_perturbation: float - => perturbation of the thickness (km) - vel_threshold: float - => minimum thickness (km) - min_layers_num: int - => minimum number of layers - Returns: - perturb_vs: 2D numpy array - => perturbed velocity (km/s) - """ - # step 1: combine the same vs value - new_vs,new_depth = combine_same_vs(vs,depth,vel_threshold=vel_threshold) - - # step 2: remove the thin layers with thickness < vel_threshold - new_vs,new_depth = remove_thin_layer(new_vs,new_depth,thickness_threshold=thickness_threshold) - - # step 3: if the number of layers is less than min_layers_num, return 0 - if len(new_depth) < min_layers_num: - return np.zeros((perturb_num,len(depth))) - - # step 4: perturb the velocity and depth - perturb_vs = [] - for i in range(perturb_num): - if i == 0: - temp_vs = new_vs - temp_depth = new_depth - else: - # Add random perturbation while maintaining relative velocity relationships - temp_vs,temp_depth = perturb_vs_depth(new_vs,new_depth,vs_perturbation,thickness_perturbation,vel_threshold) - - # interpolate the new_depth and new_vs to the original depths - f = interp1d(temp_depth,temp_vs,kind="previous") - interp_vs = f(depth) - - # step 5: smooth the velocity - if smooth_vel: - interp_vs = smooth_vs_by_node_interp(interp_vs,depth,n_nodes=smooth_nodes,method="pchip") - perturb_vs.append(interp_vs) - - perturb_vs = np.array(perturb_vs) - return perturb_vs \ No newline at end of file