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--- "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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", 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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": 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 -}