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.gitattributes

@@ -59,3 +59,19 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
 Uttarakhand/event1/post_event_features.csv filter=lfs diff=lfs merge=lfs -text
 Uttarakhand/event1/pre_event_features.csv filter=lfs diff=lfs merge=lfs -text
+Sikkim/event1/post_event_features.csv filter=lfs diff=lfs merge=lfs -text
+Sikkim/event1/pre_event_features.csv filter=lfs diff=lfs merge=lfs -text
+Sikkim/event2/post_event_features.csv filter=lfs diff=lfs merge=lfs -text
+Sikkim/event2/pre_event_features.csv filter=lfs diff=lfs merge=lfs -text
+Sikkim/event3/post_event_features.csv filter=lfs diff=lfs merge=lfs -text
+Sikkim/event3/pre_event_features.csv filter=lfs diff=lfs merge=lfs -text
+Sikkim/event4/post_event_features.csv filter=lfs diff=lfs merge=lfs -text
+Sikkim/event4/pre_event_features.csv filter=lfs diff=lfs merge=lfs -text
+Sikkim/event5/post_event_features.csv filter=lfs diff=lfs merge=lfs -text
+Sikkim/event5/pre_event_features.csv filter=lfs diff=lfs merge=lfs -text
+Sikkim/event6/post_event_features.csv filter=lfs diff=lfs merge=lfs -text
+Sikkim/event6/pre_event_features.csv filter=lfs diff=lfs merge=lfs -text
+Sikkim/event7/post_event_features.csv filter=lfs diff=lfs merge=lfs -text
+Sikkim/event7/pre_event_features.csv filter=lfs diff=lfs merge=lfs -text
+Sikkim/event8/post_event_features.csv filter=lfs diff=lfs merge=lfs -text
+Sikkim/event8/pre_event_features.csv filter=lfs diff=lfs merge=lfs -text

Sikkim/event1/event_metadata.txt

@@ -0,0 +1,34 @@
+============================================================
+                 EVENT DATASET INFORMATION
+============================================================
+
+1. Date of Event          : 23/04/2019
+2. Place of Event         : Palzor stadium road, near Tamang monastery, Gangtok, East District, Sikkim (N27°20'17.7", E88°36'32.8")
+
+------------------------------------------------------------
+              DATASET STRUCTURE AND DETAILS
+------------------------------------------------------------
+
+3. Number of Rows (Data-points/pixels)         : 500000
+4. Number of Columns (Latitude, Longitude, Satellite Driven Features, Decision)     : 33
+5. Number of Features     : 30
+6. Feature Data Types     : Float [ARVI, ASM, BSI, Contrast, Dissimilarity, EVI, Energy, Entropy, GLCMCorrelation, GLCMMean, GNDVI, GRVI, Homogeneity, MSAVI, NDTI, NDVI, NDWI, SAVI, aspect, curvature, elevation, mNDMI, mNDWI, plan_curvature, profile_curvature, slope, SPI, TRI, TWI]
+			    Int [fdr]	
+
+------------------------------------------------------------
+                   IMAGE INFORMATION
+------------------------------------------------------------
+
+7. Number of Images       : 30
+8. Size of Each Image     : 500 X 500
+9. Total Pixels/Image     : 250000
+10. Center Coordinates    : Latitude: 27.33825°, Longitude: 88.60911°
+
+------------------------------------------------------------
+           PRE-EVENT AND POST-EVENT DATASET SIZE
+------------------------------------------------------------
+
+11. Pre-event Dataset Size  : 83.2 MB
+12. Post-event Dataset Size : 82.7 MB
+
+============================================================

Sikkim/event1/feature_list.csv

@@ -0,0 +1,31 @@
+Feature Name,Feature Type,Source Data
+Normalized Difference Vegetation Index (NDVI),Spectral features,Sentinel-2
+Modified Soil Adjusted Vegetation Index (MSAVI),Spectral features,Sentinel-2
+Soil Adjusted Vegetation Index(SAVI),Spectral features,Sentinel-2
+Enhanced Vegetation Index (EVI),Spectral features,Sentinel-2
+Green Normalized Difference Vegetation Index (GNDVI ),Spectral features,Sentinel-2
+Green-red vegetation index (GRVI),Spectral features,Sentinel-2
+Atmospherically Resistant Vegetation Index (ARVI),Spectral features,Sentinel-2
+Modified Normalized Difference Moisture Index (mNDMI),Spectral features,Sentinel-2
+Normalized Difference Water Index (NDWI),Spectral features,Sentinel-2
+Normalized Difference Turbidity Index (NDTI),Spectral features,Sentinel-2
+Modified Normalized Difference Water Index (mNDWI),Spectral features,Sentinel-2
+Barren Soil Index (BSI),Spectral features,Sentinel-2
+Elevation,Topographical features,Sentinel-1
+Slope,Topographical features,Sentinel-1
+Aspect,Topographical features,Sentinel-1
+Curvature,Topographical features,Sentinel-1
+Plan curvature,Topographical features,Sentinel-1
+Profile curvature,Topographical features,Sentinel-1
+Topographic Wetness Index (TWI),Topographical features,Sentinel-1
+Topographic Ruggedness Index (TRI),Topographical features,Sentinel-1
+Stream Power Index(SPI),Hydrological Features,Sentinel-1
+FDR,Hydrological Features,Sentinel-1
+GLCM mean,Textural feature,Sentinel-1
+Contrast,Textural feature,Sentinel-1
+GLCM Correlation,Textural feature,Sentinel-1
+Energy,Textural feature,Sentinel-1
+Entropy,Textural feature,Sentinel-1
+Angular Second moment(ASM),Textural feature,Sentinel-1
+Dissimilarity,Textural feature,Sentinel-1
+Homogeneity,Textural feature,Sentinel-1

Sikkim/event1/post_event_features.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:68a1ddbf3c84edde930d96d50186f703c522fe429674062583f1a78782dd1c63
+size 86790735

Sikkim/event1/pre_event_features.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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+size 87339303

Sikkim/event1/readme.txt

@@ -0,0 +1,15 @@
+
+This folder contains a number of materials related to the  specific landslide occurrence. These include
+
+
+* pre_event_features.csv:The information in the file is event specific.It contains coordinates of data points associated with features collected at a date before the landslide occurred in a specific area of the state.
+ The last column is a reflection of the fact that no recent landslide has been occurred on this date.
+
+* post_event_features.csv:The information in the file is event specific.It contains coordinates of data points associated with features collected at a date after the occurance of that specific .
+ The last column is a reflection of landslide marking of the data points after the event.
+
+* event_metadata.txt: This file contains date and place of the event, details of rows and columns,no of features,data types of the features,no of images used, size of each image,no of pixels in each image ,center coordinate points of the image,size of pre_event and post_event dataset.
+
+* shapefiles:This zip file contains the shapefiles that refer the areas where the recent landslide occurred . 
+
+* feature_list : This file contains the sources  and the nature of the extracted features.

Sikkim/event1/shapefiles.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:e4b79d642d43d5725e9fcd8e716724b1872e27bbbf5e4a1e6eff96199659a4dd
+size 2819

Sikkim/event2/event_metadata.txt

@@ -0,0 +1,34 @@
+============================================================
+                 EVENT DATASET INFORMATION
+============================================================
+
+1. Date of Event          : 07/06/2019
+2. Place of Event         : Sang landslide located approximately at a distance of 20 kms from Gangtok on the Gangtok-Rangpo-Siliguri National Highway-31 (N27°15'0.9", E88°31'52.9")
+
+------------------------------------------------------------
+              DATASET STRUCTURE AND DETAILS
+------------------------------------------------------------
+
+3. Number of Rows (Data-points/pixels)         : 500000
+4. Number of Columns (Latitude, Longitude, Satellite Driven Features, Decision)     : 33
+5. Number of Features     : 30
+6. Feature Data Types     : Float [ARVI, ASM, BSI, Contrast, Dissimilarity, EVI, Energy, Entropy, GLCMCorrelation, GLCMMean, GNDVI, GRVI, Homogeneity, MSAVI, NDTI, NDVI, NDWI, SAVI, aspect, curvature, elevation, mNDMI, mNDWI, plan_curvature, profile_curvature, slope, SPI, TRI, TWI]
+			    Int [fdr]	
+
+------------------------------------------------------------
+                   IMAGE INFORMATION
+------------------------------------------------------------
+
+7. Number of Images       : 30
+8. Size of Each Image     : 500 X 500
+9. Total Pixels/Image     : 250000
+10. Center Coordinates    : Latitude: 27.25025°, Longitude: 88.53136°
+
+------------------------------------------------------------
+           PRE-EVENT AND POST-EVENT DATASET SIZE
+------------------------------------------------------------
+
+11. Pre-event Dataset Size  : 83.3 MB
+12. Post-event Dataset Size : 83.3 MB
+
+============================================================

Sikkim/event2/feature_list.csv

@@ -0,0 +1,31 @@
+Feature Name,Feature Type,Source Data
+Normalized Difference Vegetation Index (NDVI),Spectral features,Sentinel-2
+Modified Soil Adjusted Vegetation Index (MSAVI),Spectral features,Sentinel-2
+Soil Adjusted Vegetation Index(SAVI),Spectral features,Sentinel-2
+Enhanced Vegetation Index (EVI),Spectral features,Sentinel-2
+Green Normalized Difference Vegetation Index (GNDVI ),Spectral features,Sentinel-2
+Green-red vegetation index (GRVI),Spectral features,Sentinel-2
+Atmospherically Resistant Vegetation Index (ARVI),Spectral features,Sentinel-2
+Modified Normalized Difference Moisture Index (mNDMI),Spectral features,Sentinel-2
+Normalized Difference Water Index (NDWI),Spectral features,Sentinel-2
+Normalized Difference Turbidity Index (NDTI),Spectral features,Sentinel-2
+Modified Normalized Difference Water Index (mNDWI),Spectral features,Sentinel-2
+Barren Soil Index (BSI),Spectral features,Sentinel-2
+Elevation,Topographical features,Sentinel-1
+Slope,Topographical features,Sentinel-1
+Aspect,Topographical features,Sentinel-1
+Curvature,Topographical features,Sentinel-1
+Plan curvature,Topographical features,Sentinel-1
+Profile curvature,Topographical features,Sentinel-1
+Topographic Wetness Index (TWI),Topographical features,Sentinel-1
+Topographic Ruggedness Index (TRI),Topographical features,Sentinel-1
+Stream Power Index(SPI),Hydrological Features,Sentinel-1
+FDR,Hydrological Features,Sentinel-1
+GLCM mean,Textural feature,Sentinel-1
+Contrast,Textural feature,Sentinel-1
+GLCM Correlation,Textural feature,Sentinel-1
+Energy,Textural feature,Sentinel-1
+Entropy,Textural feature,Sentinel-1
+Angular Second moment(ASM),Textural feature,Sentinel-1
+Dissimilarity,Textural feature,Sentinel-1
+Homogeneity,Textural feature,Sentinel-1

Sikkim/event2/post_event_features.csv

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+size 87433062

Sikkim/event2/pre_event_features.csv

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+size 87374910

Sikkim/event2/readme.txt

@@ -0,0 +1,15 @@
+
+This folder contains a number of materials related to the  specific landslide occurrence. These include
+
+
+* pre_event_features.csv:The information in the file is event specific.It contains coordinates of data points associated with features collected at a date before the landslide occurred in a specific area of the state.
+ The last column is a reflection of the fact that no recent landslide has been occurred on this date.
+
+* post_event_features.csv:The information in the file is event specific.It contains coordinates of data points associated with features collected at a date after the occurance of that specific .
+ The last column is a reflection of landslide marking of the data points after the event.
+
+* event_metadata.txt: This file contains date and place of the event, details of rows and columns,no of features,data types of the features,no of images used, size of each image,no of pixels in each image ,center coordinate points of the image,size of pre_event and post_event dataset.
+
+* shapefiles:This zip file contains the shapefiles that refer the areas where the recent landslide occurred . 
+
+* feature_list : This file contains the sources  and the nature of the extracted features.

Sikkim/event2/shapefiles.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab32320b42d726121aaf1a7ca60333f5b4f7d21108a88725c56a309ac1fb2cb4
+size 2123

Sikkim/event3/event_metadata.txt

@@ -0,0 +1,34 @@
+============================================================
+                 EVENT DATASET INFORMATION
+============================================================
+
+1. Date of Event          : 18/05/2021
+2. Place of Event         : Indira Bye Pass I, Gangtok, East District, Sikkim (27°19'44"N, 88°36'28"E)
+
+------------------------------------------------------------
+              DATASET STRUCTURE AND DETAILS
+------------------------------------------------------------
+
+3. Number of Rows (Data-points/pixels)        : 500000
+4. Number of Columns  (Latitude, Longitude, Satellite Driven Features, Decision)    : 33
+5. Number of Features     : 30
+6. Feature Data Types     : Float [ARVI, ASM, BSI, Contrast, Dissimilarity, EVI, Energy, Entropy, GLCMCorrelation, GLCMMean, GNDVI, GRVI, Homogeneity, MSAVI, NDTI, NDVI, NDWI, SAVI, aspect, curvature, elevation, mNDMI, mNDWI, plan_curvature, profile_curvature, slope, SPI, TRI, TWI]
+			    Int [fdr]	
+
+------------------------------------------------------------
+                   IMAGE INFORMATION
+------------------------------------------------------------
+
+7. Number of Images       : 30
+8. Size of Each Image     : 500 X 500
+9. Total Pixels/Image     : 250000
+10. Center Coordinates    : Latitude: 27.32889°, Longitude: 88.60778°
+
+------------------------------------------------------------
+           PRE-EVENT AND POST-EVENT DATASET SIZE
+------------------------------------------------------------
+
+11. Pre-event Dataset Size  : 83.1 MB
+12. Post-event Dataset Size : 82.7 MB
+
+============================================================

Sikkim/event3/feature_list.csv

@@ -0,0 +1,31 @@
+Feature Name,Feature Type,Source Data
+Normalized Difference Vegetation Index (NDVI),Spectral features,Sentinel-2
+Modified Soil Adjusted Vegetation Index (MSAVI),Spectral features,Sentinel-2
+Soil Adjusted Vegetation Index(SAVI),Spectral features,Sentinel-2
+Enhanced Vegetation Index (EVI),Spectral features,Sentinel-2
+Green Normalized Difference Vegetation Index (GNDVI ),Spectral features,Sentinel-2
+Green-red vegetation index (GRVI),Spectral features,Sentinel-2
+Atmospherically Resistant Vegetation Index (ARVI),Spectral features,Sentinel-2
+Modified Normalized Difference Moisture Index (mNDMI),Spectral features,Sentinel-2
+Normalized Difference Water Index (NDWI),Spectral features,Sentinel-2
+Normalized Difference Turbidity Index (NDTI),Spectral features,Sentinel-2
+Modified Normalized Difference Water Index (mNDWI),Spectral features,Sentinel-2
+Barren Soil Index (BSI),Spectral features,Sentinel-2
+Elevation,Topographical features,Sentinel-1
+Slope,Topographical features,Sentinel-1
+Aspect,Topographical features,Sentinel-1
+Curvature,Topographical features,Sentinel-1
+Plan curvature,Topographical features,Sentinel-1
+Profile curvature,Topographical features,Sentinel-1
+Topographic Wetness Index (TWI),Topographical features,Sentinel-1
+Topographic Ruggedness Index (TRI),Topographical features,Sentinel-1
+Stream Power Index(SPI),Hydrological Features,Sentinel-1
+FDR,Hydrological Features,Sentinel-1
+GLCM mean,Textural feature,Sentinel-1
+Contrast,Textural feature,Sentinel-1
+GLCM Correlation,Textural feature,Sentinel-1
+Energy,Textural feature,Sentinel-1
+Entropy,Textural feature,Sentinel-1
+Angular Second moment(ASM),Textural feature,Sentinel-1
+Dissimilarity,Textural feature,Sentinel-1
+Homogeneity,Textural feature,Sentinel-1

Sikkim/event3/post_event_features.csv

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+version https://git-lfs.github.com/spec/v1
+oid sha256:61b5ba84ecbc12dec15d5674b0e0e47fbef43caf6169c3e05694dcfeedad1c04
+size 86759036

Sikkim/event3/pre_event_features.csv

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+size 87231423

Sikkim/event3/readme.txt

@@ -0,0 +1,15 @@
+
+This folder contains a number of materials related to the  specific landslide occurrence. These include
+
+
+* pre_event_features.csv:The information in the file is event specific.It contains coordinates of data points associated with features collected at a date before the landslide occurred in a specific area of the state.
+ The last column is a reflection of the fact that no recent landslide has been occurred on this date.
+
+* post_event_features.csv:The information in the file is event specific.It contains coordinates of data points associated with features collected at a date after the occurance of that specific .
+ The last column is a reflection of landslide marking of the data points after the event.
+
+* event_metadata.txt: This file contains date and place of the event, details of rows and columns,no of features,data types of the features,no of images used, size of each image,no of pixels in each image ,center coordinate points of the image,size of pre_event and post_event dataset.
+
+* shapefiles:This zip file contains the shapefiles that refer the areas where the recent landslide occurred . 
+
+* feature_list : This file contains the sources  and the nature of the extracted features.

Sikkim/event3/shapefiles.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b9e3051470ba2d45b83943a313406577316913ba73a22b80ebd4f76b60026fa0
+size 1755

Sikkim/event4/event_metadata.txt

@@ -0,0 +1,34 @@
+============================================================
+                 EVENT DATASET INFORMATION
+============================================================
+
+1. Date of Event          : 01/06/2021
+2. Place of Event         : Sisa Golai, Gangtok, NH10, East District, Sikkim (27°19'35.9"N, 88°36'36.6"E)
+
+------------------------------------------------------------
+              DATASET STRUCTURE AND DETAILS
+------------------------------------------------------------
+
+3. Number of Rows (Data-points/pixels)        : 500000
+4. Number of Columns (Latitude, Longitude, Satellite Driven Features, Decision)     : 33
+5. Number of Features     : 30
+6. Feature Data Types     : Float [ARVI, ASM, BSI, Contrast, Dissimilarity, EVI, Energy, Entropy, GLCMCorrelation, GLCMMean, GNDVI, GRVI, Homogeneity, MSAVI, NDTI, NDVI, NDWI, SAVI, aspect, curvature, elevation, mNDMI, mNDWI, plan_curvature, profile_curvature, slope, SPI, TRI, TWI]
+			    Int [fdr]	
+
+------------------------------------------------------------
+                   IMAGE INFORMATION
+------------------------------------------------------------
+
+7. Number of Images       : 30
+8. Size of Each Image     : 500 X 500
+9. Total Pixels/Image     : 250000
+10. Center Coordinates    : Latitude: 27.32664°, Longitude: 88.61017°
+
+------------------------------------------------------------
+           PRE-EVENT AND POST-EVENT DATASET SIZE
+------------------------------------------------------------
+
+11. Pre-event Dataset Size  : 83.4 MB
+12. Post-event Dataset Size : 83.1 MB
+
+============================================================

Sikkim/event4/feature_list.csv

@@ -0,0 +1,31 @@
+Feature Name,Feature Type,Source Data
+Normalized Difference Vegetation Index (NDVI),Spectral features,Sentinel-2
+Modified Soil Adjusted Vegetation Index (MSAVI),Spectral features,Sentinel-2
+Soil Adjusted Vegetation Index(SAVI),Spectral features,Sentinel-2
+Enhanced Vegetation Index (EVI),Spectral features,Sentinel-2
+Green Normalized Difference Vegetation Index (GNDVI ),Spectral features,Sentinel-2
+Green-red vegetation index (GRVI),Spectral features,Sentinel-2
+Atmospherically Resistant Vegetation Index (ARVI),Spectral features,Sentinel-2
+Modified Normalized Difference Moisture Index (mNDMI),Spectral features,Sentinel-2
+Normalized Difference Water Index (NDWI),Spectral features,Sentinel-2
+Normalized Difference Turbidity Index (NDTI),Spectral features,Sentinel-2
+Modified Normalized Difference Water Index (mNDWI),Spectral features,Sentinel-2
+Barren Soil Index (BSI),Spectral features,Sentinel-2
+Elevation,Topographical features,Sentinel-1
+Slope,Topographical features,Sentinel-1
+Aspect,Topographical features,Sentinel-1
+Curvature,Topographical features,Sentinel-1
+Plan curvature,Topographical features,Sentinel-1
+Profile curvature,Topographical features,Sentinel-1
+Topographic Wetness Index (TWI),Topographical features,Sentinel-1
+Topographic Ruggedness Index (TRI),Topographical features,Sentinel-1
+Stream Power Index(SPI),Hydrological Features,Sentinel-1
+FDR,Hydrological Features,Sentinel-1
+GLCM mean,Textural feature,Sentinel-1
+Contrast,Textural feature,Sentinel-1
+GLCM Correlation,Textural feature,Sentinel-1
+Energy,Textural feature,Sentinel-1
+Entropy,Textural feature,Sentinel-1
+Angular Second moment(ASM),Textural feature,Sentinel-1
+Dissimilarity,Textural feature,Sentinel-1
+Homogeneity,Textural feature,Sentinel-1

Sikkim/event4/post_event_features.csv

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+size 87241501

Sikkim/event4/pre_event_features.csv

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+size 87532449

Sikkim/event4/readme.txt

@@ -0,0 +1,15 @@
+
+This folder contains a number of materials related to the  specific landslide occurrence. These include
+
+
+* pre_event_features.csv:The information in the file is event specific.It contains coordinates of data points associated with features collected at a date before the landslide occurred in a specific area of the state.
+ The last column is a reflection of the fact that no recent landslide has been occurred on this date.
+
+* post_event_features.csv:The information in the file is event specific.It contains coordinates of data points associated with features collected at a date after the occurance of that specific .
+ The last column is a reflection of landslide marking of the data points after the event.
+
+* event_metadata.txt: This file contains date and place of the event, details of rows and columns,no of features,data types of the features,no of images used, size of each image,no of pixels in each image ,center coordinate points of the image,size of pre_event and post_event dataset.
+
+* shapefiles:This zip file contains the shapefiles that refer the areas where the recent landslide occurred . 
+
+* feature_list : This file contains the sources  and the nature of the extracted features.

Sikkim/event4/shapefiles.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b99a590aaae495aa45064f59b8cf8febf0456a8f124428fa3d724c6563fa5831
+size 2140

Sikkim/event5/event_metadata.txt

@@ -0,0 +1,39 @@
+============================================================
+                 EVENT DATASET INFORMATION
+============================================================
+
+1. Date of Event          : 06/06/2021
+2. Place of Event         :  i) Upper Burtuk, Indra by-pass road, Gangtok, East District, Sikkim. (27°21'29"N, 88°37'16"E)
+			    ii) Tashi View Point, Gangtok, East District, Sikkim on Gangtok-Kabi Road. (27°22'14"N, 88°36'58"E)
+			   iii) Swastik area near to the Black Cat, Gangtok, East District, Sikkim. (N 27°21'12", E 88°37'00")
+			    iv) Lower Burtuk, Indra by-pass, Gangtok, East District, Sikkim. (27°21'31"N, 88°37'13"E)
+			     v) Development Area- I (Near Little Pixes School), Gangtok, East District, Sikkim. (27°20'21"N, 88°36'34"E)
+				
+
+------------------------------------------------------------
+              DATASET STRUCTURE AND DETAILS
+------------------------------------------------------------
+
+3. Number of Rows (Data-points/pixels)        : 500000
+4. Number of Columns (Latitude, Longitude, Satellite Driven Features, Decision)     : 33
+5. Number of Features     : 30
+6. Feature Data Types     : Float [ARVI, ASM, BSI, Contrast, Dissimilarity, EVI, Energy, Entropy, GLCMCorrelation, GLCMMean, GNDVI, GRVI, Homogeneity, MSAVI, NDTI, NDVI, NDWI, SAVI, aspect, curvature, elevation, mNDMI, mNDWI, plan_curvature, profile_curvature, slope, SPI, TRI, TWI]
+			    Int [fdr]	
+
+------------------------------------------------------------
+                   IMAGE INFORMATION
+------------------------------------------------------------
+
+7. Number of Images       : 30
+8. Size of Each Image     : 500 X 500
+9. Total Pixels/Image     : 250000
+10. Center Coordinates    : Latitude: 27.35515°, Longitude: 88.61672°
+
+------------------------------------------------------------
+           PRE-EVENT AND POST-EVENT DATASET SIZE
+------------------------------------------------------------
+
+11. Pre-event Dataset Size  : 83.5 MB
+12. Post-event Dataset Size : 82.8 MB
+
+============================================================

Sikkim/event5/feature_list.csv

@@ -0,0 +1,31 @@
+Feature Name,Feature Type,Source Data
+Normalized Difference Vegetation Index (NDVI),Spectral features,Sentinel-2
+Modified Soil Adjusted Vegetation Index (MSAVI),Spectral features,Sentinel-2
+Soil Adjusted Vegetation Index(SAVI),Spectral features,Sentinel-2
+Enhanced Vegetation Index (EVI),Spectral features,Sentinel-2
+Green Normalized Difference Vegetation Index (GNDVI ),Spectral features,Sentinel-2
+Green-red vegetation index (GRVI),Spectral features,Sentinel-2
+Atmospherically Resistant Vegetation Index (ARVI),Spectral features,Sentinel-2
+Modified Normalized Difference Moisture Index (mNDMI),Spectral features,Sentinel-2
+Normalized Difference Water Index (NDWI),Spectral features,Sentinel-2
+Normalized Difference Turbidity Index (NDTI),Spectral features,Sentinel-2
+Modified Normalized Difference Water Index (mNDWI),Spectral features,Sentinel-2
+Barren Soil Index (BSI),Spectral features,Sentinel-2
+Elevation,Topographical features,Sentinel-1
+Slope,Topographical features,Sentinel-1
+Aspect,Topographical features,Sentinel-1
+Curvature,Topographical features,Sentinel-1
+Plan curvature,Topographical features,Sentinel-1
+Profile curvature,Topographical features,Sentinel-1
+Topographic Wetness Index (TWI),Topographical features,Sentinel-1
+Topographic Ruggedness Index (TRI),Topographical features,Sentinel-1
+Stream Power Index(SPI),Hydrological Features,Sentinel-1
+FDR,Hydrological Features,Sentinel-1
+GLCM mean,Textural feature,Sentinel-1
+Contrast,Textural feature,Sentinel-1
+GLCM Correlation,Textural feature,Sentinel-1
+Energy,Textural feature,Sentinel-1
+Entropy,Textural feature,Sentinel-1
+Angular Second moment(ASM),Textural feature,Sentinel-1
+Dissimilarity,Textural feature,Sentinel-1
+Homogeneity,Textural feature,Sentinel-1

Sikkim/event5/post_event_features.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b2d505af5b87462c3f72a3a9b364911075968af9f1cdabe6035c3ab9cc152830
+size 86890016

Sikkim/event5/pre_event_features.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd72dbd65732e060e69822f6ac5a5af2620e47960fee3df68034069ff47d711b
+size 87594154

Sikkim/event5/readme.txt

@@ -0,0 +1,15 @@
+
+This folder contains a number of materials related to the  specific landslide occurrence. These include
+
+
+* pre_event_features.csv:The information in the file is event specific.It contains coordinates of data points associated with features collected at a date before the landslide occurred in a specific area of the state.
+ The last column is a reflection of the fact that no recent landslide has been occurred on this date.
+
+* post_event_features.csv:The information in the file is event specific.It contains coordinates of data points associated with features collected at a date after the occurance of that specific .
+ The last column is a reflection of landslide marking of the data points after the event.
+
+* event_metadata.txt: This file contains date and place of the event, details of rows and columns,no of features,data types of the features,no of images used, size of each image,no of pixels in each image ,center coordinate points of the image,size of pre_event and post_event dataset.
+
+* shapefiles:This zip file contains the shapefiles that refer the areas where the recent landslide occurred . 
+
+* feature_list : This file contains the sources  and the nature of the extracted features.

Sikkim/event5/shapefiles.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:81522d60ed4198aaaacae7f65c233c55fed51480dbb28b2c05e177b390574bf3
+size 2526

Sikkim/event6/event_metadata.txt

@@ -0,0 +1,34 @@
+============================================================
+                 EVENT DATASET INFORMATION
+============================================================
+
+1. Date of Event          : 07/06/2021
+2. Place of Event         : Swastik Market, Gangtok, East District, Sikkim blocking NH-10 (27°21'25"N, 88°37'6"E)
+
+------------------------------------------------------------
+              DATASET STRUCTURE AND DETAILS
+------------------------------------------------------------
+
+3. Number of Rows (Data-points/pixels)         : 500000
+4. Number of Columns (Latitude, Longitude, Satellite Driven Features, Decision)     : 33
+5. Number of Features     : 30
+6. Feature Data Types     : Float [ARVI, ASM, BSI, Contrast, Dissimilarity, EVI, Energy, Entropy, GLCMCorrelation, GLCMMean, GNDVI, GRVI, Homogeneity, MSAVI, NDTI, NDVI, NDWI, SAVI, aspect, curvature, elevation, mNDMI, mNDWI, plan_curvature, profile_curvature, slope, SPI, TRI, TWI]
+			    Int [fdr]	
+
+------------------------------------------------------------
+                   IMAGE INFORMATION
+------------------------------------------------------------
+
+7. Number of Images       : 30
+8. Size of Each Image     : 500 X 500
+9. Total Pixels/Image     : 250000
+10. Center Coordinates    : Latitude: 27.35694°, Longitude: 88.61833°
+
+------------------------------------------------------------
+           PRE-EVENT AND POST-EVENT DATASET SIZE
+------------------------------------------------------------
+
+11. Pre-event Dataset Size  : 83.5 MB
+12. Post-event Dataset Size : 83.1 MB
+
+============================================================

Sikkim/event6/feature_list.csv

@@ -0,0 +1,31 @@
+Feature Name,Feature Type,Source Data
+Normalized Difference Vegetation Index (NDVI),Spectral features,Sentinel-2
+Modified Soil Adjusted Vegetation Index (MSAVI),Spectral features,Sentinel-2
+Soil Adjusted Vegetation Index(SAVI),Spectral features,Sentinel-2
+Enhanced Vegetation Index (EVI),Spectral features,Sentinel-2
+Green Normalized Difference Vegetation Index (GNDVI ),Spectral features,Sentinel-2
+Green-red vegetation index (GRVI),Spectral features,Sentinel-2
+Atmospherically Resistant Vegetation Index (ARVI),Spectral features,Sentinel-2
+Modified Normalized Difference Moisture Index (mNDMI),Spectral features,Sentinel-2
+Normalized Difference Water Index (NDWI),Spectral features,Sentinel-2
+Normalized Difference Turbidity Index (NDTI),Spectral features,Sentinel-2
+Modified Normalized Difference Water Index (mNDWI),Spectral features,Sentinel-2
+Barren Soil Index (BSI),Spectral features,Sentinel-2
+Elevation,Topographical features,Sentinel-1
+Slope,Topographical features,Sentinel-1
+Aspect,Topographical features,Sentinel-1
+Curvature,Topographical features,Sentinel-1
+Plan curvature,Topographical features,Sentinel-1
+Profile curvature,Topographical features,Sentinel-1
+Topographic Wetness Index (TWI),Topographical features,Sentinel-1
+Topographic Ruggedness Index (TRI),Topographical features,Sentinel-1
+Stream Power Index(SPI),Hydrological Features,Sentinel-1
+FDR,Hydrological Features,Sentinel-1
+GLCM mean,Textural feature,Sentinel-1
+Contrast,Textural feature,Sentinel-1
+GLCM Correlation,Textural feature,Sentinel-1
+Energy,Textural feature,Sentinel-1
+Entropy,Textural feature,Sentinel-1
+Angular Second moment(ASM),Textural feature,Sentinel-1
+Dissimilarity,Textural feature,Sentinel-1
+Homogeneity,Textural feature,Sentinel-1

Sikkim/event6/post_event_features.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ba393f7655d177abdf2094e153ee28e1e9fdfd5e1de7fd0878c4bd56047bbb8e
+size 87183274

Sikkim/event6/pre_event_features.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f345fd6d31f6097fa71cf760534f1953c414c38184da1e29467953957e04a753
+size 87601490

Sikkim/event6/readme.txt

@@ -0,0 +1,15 @@
+
+This folder contains a number of materials related to the  specific landslide occurrence. These include
+
+
+* pre_event_features.csv:The information in the file is event specific.It contains coordinates of data points associated with features collected at a date before the landslide occurred in a specific area of the state.
+ The last column is a reflection of the fact that no recent landslide has been occurred on this date.
+
+* post_event_features.csv:The information in the file is event specific.It contains coordinates of data points associated with features collected at a date after the occurance of that specific .
+ The last column is a reflection of landslide marking of the data points after the event.
+
+* event_metadata.txt: This file contains date and place of the event, details of rows and columns,no of features,data types of the features,no of images used, size of each image,no of pixels in each image ,center coordinate points of the image,size of pre_event and post_event dataset.
+
+* shapefiles:This zip file contains the shapefiles that refer the areas where the recent landslide occurred . 
+
+* feature_list : This file contains the sources  and the nature of the extracted features.

Sikkim/event6/shapefiles.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9c2d73b41828aee40e6b8219625f8167ec22bae598b86142bd1e3a41d2bf5482
+size 2088

Sikkim/event7/event_metadata.txt

@@ -0,0 +1,35 @@
+============================================================
+                 EVENT DATASET INFORMATION
+============================================================
+
+1. Date of Event          : 08/06/2021
+2. Place of Event         : i)Dr. BR Ambedkar Road at Tibetian Jhora, Gangtok, East Sikkim (27°20'32"N, 88°36'26"E)
+			   ii)Tamang Gompa, Gangtok, East District, Sikkim (27°20'23"N, 88°37'14"E)
+
+------------------------------------------------------------
+              DATASET STRUCTURE AND DETAILS
+------------------------------------------------------------
+
+3. Number of Rows (Data-points/pixels)        : 500000
+4. Number of Columns (Latitude, Longitude, Satellite Driven Features, Decision)     : 33
+5. Number of Features     : 30
+6. Feature Data Types     : Float [ARVI, ASM, BSI, Contrast, Dissimilarity, EVI, Energy, Entropy, GLCMCorrelation, GLCMMean, GNDVI, GRVI, Homogeneity, MSAVI, NDTI, NDVI, NDWI, SAVI, aspect, curvature, elevation, mNDMI, mNDWI, plan_curvature, profile_curvature, slope, SPI, TRI, TWI]
+			    Int [fdr]	
+
+------------------------------------------------------------
+                   IMAGE INFORMATION
+------------------------------------------------------------
+
+7. Number of Images       : 30
+8. Size of Each Image     : 500 X 500
+9. Total Pixels/Image     : 250000
+10. Center Coordinates    : Latitude: 27.34097°, Longitude: 88.61389°
+
+------------------------------------------------------------
+           PRE-EVENT AND POST-EVENT DATASET SIZE
+------------------------------------------------------------
+
+11. Pre-event Dataset Size  : 83.5 MB
+12. Post-event Dataset Size : 83.1 MB
+
+============================================================

Sikkim/event7/feature_list.csv

@@ -0,0 +1,31 @@
+Feature Name,Feature Type,Source Data
+Normalized Difference Vegetation Index (NDVI),Spectral features,Sentinel-2
+Modified Soil Adjusted Vegetation Index (MSAVI),Spectral features,Sentinel-2
+Soil Adjusted Vegetation Index(SAVI),Spectral features,Sentinel-2
+Enhanced Vegetation Index (EVI),Spectral features,Sentinel-2
+Green Normalized Difference Vegetation Index (GNDVI ),Spectral features,Sentinel-2
+Green-red vegetation index (GRVI),Spectral features,Sentinel-2
+Atmospherically Resistant Vegetation Index (ARVI),Spectral features,Sentinel-2
+Modified Normalized Difference Moisture Index (mNDMI),Spectral features,Sentinel-2
+Normalized Difference Water Index (NDWI),Spectral features,Sentinel-2
+Normalized Difference Turbidity Index (NDTI),Spectral features,Sentinel-2
+Modified Normalized Difference Water Index (mNDWI),Spectral features,Sentinel-2
+Barren Soil Index (BSI),Spectral features,Sentinel-2
+Elevation,Topographical features,Sentinel-1
+Slope,Topographical features,Sentinel-1
+Aspect,Topographical features,Sentinel-1
+Curvature,Topographical features,Sentinel-1
+Plan curvature,Topographical features,Sentinel-1
+Profile curvature,Topographical features,Sentinel-1
+Topographic Wetness Index (TWI),Topographical features,Sentinel-1
+Topographic Ruggedness Index (TRI),Topographical features,Sentinel-1
+Stream Power Index(SPI),Hydrological Features,Sentinel-1
+FDR,Hydrological Features,Sentinel-1
+GLCM mean,Textural feature,Sentinel-1
+Contrast,Textural feature,Sentinel-1
+GLCM Correlation,Textural feature,Sentinel-1
+Energy,Textural feature,Sentinel-1
+Entropy,Textural feature,Sentinel-1
+Angular Second moment(ASM),Textural feature,Sentinel-1
+Dissimilarity,Textural feature,Sentinel-1
+Homogeneity,Textural feature,Sentinel-1

Sikkim/event7/post_event_features.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7f9f46f7095e5494186a4a5ccad731e1e0a23b43facd6cc209363a58e65889e7
+size 87184775

Sikkim/event7/pre_event_features.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c8a006ef9ab9900c25bf3fddf3f21fadebf5c94e7ebb23b99e245c0218183260
+size 87614092

Sikkim/event7/readme.txt

@@ -0,0 +1,15 @@
+
+This folder contains a number of materials related to the  specific landslide occurrence. These include
+
+
+* pre_event_features.csv:The information in the file is event specific.It contains coordinates of data points associated with features collected at a date before the landslide occurred in a specific area of the state.
+ The last column is a reflection of the fact that no recent landslide has been occurred on this date.
+
+* post_event_features.csv:The information in the file is event specific.It contains coordinates of data points associated with features collected at a date after the occurance of that specific .
+ The last column is a reflection of landslide marking of the data points after the event.
+
+* event_metadata.txt: This file contains date and place of the event, details of rows and columns,no of features,data types of the features,no of images used, size of each image,no of pixels in each image ,center coordinate points of the image,size of pre_event and post_event dataset.
+
+* shapefiles:This zip file contains the shapefiles that refer the areas where the recent landslide occurred . 
+
+* feature_list : This file contains the sources  and the nature of the extracted features.

Sikkim/event7/shapefiles.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c9b9b2f9a1fc60def64744d177ee79972f53ac0accaa9f94d6474aa111ea8b14
+size 2104

Sikkim/event8/event_metadata.txt

@@ -0,0 +1,34 @@
+============================================================
+                 EVENT DATASET INFORMATION
+============================================================
+
+1. Date of Event          : 06/07/2021
+2. Place of Event         : Bhojogari on Indira Bye Pass Road, Gangtok, East District, Sikkim (N 27°21'50", E 88°37'15")
+
+------------------------------------------------------------
+              DATASET STRUCTURE AND DETAILS
+------------------------------------------------------------
+
+3. Number of Rows (Data-points/pixels)        : 500000
+4. Number of Columns (Latitude, Longitude, Satellite Driven Features, Decision)     : 33
+5. Number of Features     : 30
+6. Feature Data Types     : Float [ARVI, ASM, BSI, Contrast, Dissimilarity, EVI, Energy, Entropy, GLCMCorrelation, GLCMMean, GNDVI, GRVI, Homogeneity, MSAVI, NDTI, NDVI, NDWI, SAVI, aspect, curvature, elevation, mNDMI, mNDWI, plan_curvature, profile_curvature, slope, SPI, TRI, TWI]
+			    Int [fdr]	
+
+------------------------------------------------------------
+                   IMAGE INFORMATION
+------------------------------------------------------------
+
+7. Number of Images       : 30
+8. Size of Each Image     : 500 X 500
+9. Total Pixels/Image     : 250000
+10. Center Coordinates    : Latitude: 27.36389°, Longitude: 88.62083°
+
+------------------------------------------------------------
+           PRE-EVENT AND POST-EVENT DATASET SIZE
+------------------------------------------------------------
+
+11. Pre-event Dataset Size  : 83.3 MB
+12. Post-event Dataset Size : 83.1 MB
+
+============================================================

Sikkim/event8/feature_list.csv

@@ -0,0 +1,31 @@
+Feature Name,Feature Type,Source Data
+Normalized Difference Vegetation Index (NDVI),Spectral features,Sentinel-2
+Modified Soil Adjusted Vegetation Index (MSAVI),Spectral features,Sentinel-2
+Soil Adjusted Vegetation Index(SAVI),Spectral features,Sentinel-2
+Enhanced Vegetation Index (EVI),Spectral features,Sentinel-2
+Green Normalized Difference Vegetation Index (GNDVI ),Spectral features,Sentinel-2
+Green-red vegetation index (GRVI),Spectral features,Sentinel-2
+Atmospherically Resistant Vegetation Index (ARVI),Spectral features,Sentinel-2
+Modified Normalized Difference Moisture Index (mNDMI),Spectral features,Sentinel-2
+Normalized Difference Water Index (NDWI),Spectral features,Sentinel-2
+Normalized Difference Turbidity Index (NDTI),Spectral features,Sentinel-2
+Modified Normalized Difference Water Index (mNDWI),Spectral features,Sentinel-2
+Barren Soil Index (BSI),Spectral features,Sentinel-2
+Elevation,Topographical features,Sentinel-1
+Slope,Topographical features,Sentinel-1
+Aspect,Topographical features,Sentinel-1
+Curvature,Topographical features,Sentinel-1
+Plan curvature,Topographical features,Sentinel-1
+Profile curvature,Topographical features,Sentinel-1
+Topographic Wetness Index (TWI),Topographical features,Sentinel-1
+Topographic Ruggedness Index (TRI),Topographical features,Sentinel-1
+Stream Power Index(SPI),Hydrological Features,Sentinel-1
+FDR,Hydrological Features,Sentinel-1
+GLCM mean,Textural feature,Sentinel-1
+Contrast,Textural feature,Sentinel-1
+GLCM Correlation,Textural feature,Sentinel-1
+Energy,Textural feature,Sentinel-1
+Entropy,Textural feature,Sentinel-1
+Angular Second moment(ASM),Textural feature,Sentinel-1
+Dissimilarity,Textural feature,Sentinel-1
+Homogeneity,Textural feature,Sentinel-1

Sikkim/event8/post_event_features.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9915697c04ee139dbcd127594366ab88e892445ff7bf23a43ee8c5614a0c6d34
+size 87148099

Sikkim/event8/pre_event_features.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6f3030656c42e81fe9386108a335da10d7915c237e8ccbeffa30f25f6a42cc08
+size 87401404

Sikkim/event8/readme.txt

@@ -0,0 +1,15 @@
+
+This folder contains a number of materials related to the  specific landslide occurrence. These include
+
+
+* pre_event_features.csv:The information in the file is event specific.It contains coordinates of data points associated with features collected at a date before the landslide occurred in a specific area of the state.
+ The last column is a reflection of the fact that no recent landslide has been occurred on this date.
+
+* post_event_features.csv:The information in the file is event specific.It contains coordinates of data points associated with features collected at a date after the occurance of that specific .
+ The last column is a reflection of landslide marking of the data points after the event.
+
+* event_metadata.txt: This file contains date and place of the event, details of rows and columns,no of features,data types of the features,no of images used, size of each image,no of pixels in each image ,center coordinate points of the image,size of pre_event and post_event dataset.
+
+* shapefiles:This zip file contains the shapefiles that refer the areas where the recent landslide occurred . 
+
+* feature_list : This file contains the sources  and the nature of the extracted features.

Sikkim/event8/shapefiles.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:55d36251a26bf9a9613db926872b25297bb9804a79fe56d213accef19fd6cc98
+size 1853