Upload 48 files
Browse files- .gitattributes +16 -0
- Himachal Pradesh/event1/event_metadata.txt +34 -0
- Himachal Pradesh/event1/feature_list.csv +31 -0
- Himachal Pradesh/event1/post_event_features.csv +3 -0
- Himachal Pradesh/event1/pre_event_features.csv +3 -0
- Himachal Pradesh/event1/readme.txt +15 -0
- Himachal Pradesh/event1/shapefiles.zip +3 -0
- Himachal Pradesh/event2/event_metadata.txt +34 -0
- Himachal Pradesh/event2/feature_list.csv +31 -0
- Himachal Pradesh/event2/post_event_features.csv +3 -0
- Himachal Pradesh/event2/pre_event_features.csv +3 -0
- Himachal Pradesh/event2/readme.txt +17 -0
- Himachal Pradesh/event2/shapefiles.zip +3 -0
- Himachal Pradesh/event3/event_metadata.txt +34 -0
- Himachal Pradesh/event3/feature_list.csv +31 -0
- Himachal Pradesh/event3/post_event_features_levels.csv +3 -0
- Himachal Pradesh/event3/pre_event_features_levels.csv +3 -0
- Himachal Pradesh/event3/readme.txt +15 -0
- Himachal Pradesh/event3/shapefiles.zip +3 -0
- Mizoram/event1/event_metadata.txt +33 -0
- Mizoram/event1/feature_list.csv +25 -0
- Mizoram/event1/post_event_features.csv +3 -0
- Mizoram/event1/pre_event_features.csv +3 -0
- Mizoram/event1/readme.txt +15 -0
- Mizoram/event1/shapefiles.zip +3 -0
- Mizoram/event2/event_metadata.txt +33 -0
- Mizoram/event2/feature_list.csv +25 -0
- Mizoram/event2/post_event_features.csv +3 -0
- Mizoram/event2/pre_event_features.csv +3 -0
- Mizoram/event2/readme.txt +15 -0
- Mizoram/event2/shapefiles.zip +3 -0
- Mizoram/event3/event_metadata.txt +33 -0
- Mizoram/event3/feature_list.csv +25 -0
- Mizoram/event3/post_event_features.csv +3 -0
- Mizoram/event3/pre_event_features.csv +3 -0
- Mizoram/event3/readme.txt +15 -0
- Mizoram/event3/shapefiles.zip +3 -0
- Mizoram/event4/event_metadata.txt +33 -0
- Mizoram/event4/feature_list.csv +25 -0
- Mizoram/event4/post_event_features.csv +3 -0
- Mizoram/event4/pre_event_features.csv +3 -0
- Mizoram/event4/readme.txt +15 -0
- Mizoram/event4/shapefiles.zip +3 -0
- Mizoram/event5/event_metadata.txt +33 -0
- Mizoram/event5/feature_list.csv +25 -0
- Mizoram/event5/post_event_features.csv +3 -0
- Mizoram/event5/pre_event_features.csv +3 -0
- Mizoram/event5/readme.txt +15 -0
- Mizoram/event5/shapefiles.zip +3 -0
.gitattributes
CHANGED
@@ -75,3 +75,19 @@ Sikkim/event7/post_event_features.csv filter=lfs diff=lfs merge=lfs -text
|
|
75 |
Sikkim/event7/pre_event_features.csv filter=lfs diff=lfs merge=lfs -text
|
76 |
Sikkim/event8/post_event_features.csv filter=lfs diff=lfs merge=lfs -text
|
77 |
Sikkim/event8/pre_event_features.csv filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
75 |
Sikkim/event7/pre_event_features.csv filter=lfs diff=lfs merge=lfs -text
|
76 |
Sikkim/event8/post_event_features.csv filter=lfs diff=lfs merge=lfs -text
|
77 |
Sikkim/event8/pre_event_features.csv filter=lfs diff=lfs merge=lfs -text
|
78 |
+
Himachal[[:space:]]Pradesh/event1/post_event_features.csv filter=lfs diff=lfs merge=lfs -text
|
79 |
+
Himachal[[:space:]]Pradesh/event1/pre_event_features.csv filter=lfs diff=lfs merge=lfs -text
|
80 |
+
Himachal[[:space:]]Pradesh/event2/post_event_features.csv filter=lfs diff=lfs merge=lfs -text
|
81 |
+
Himachal[[:space:]]Pradesh/event2/pre_event_features.csv filter=lfs diff=lfs merge=lfs -text
|
82 |
+
Himachal[[:space:]]Pradesh/event3/post_event_features_levels.csv filter=lfs diff=lfs merge=lfs -text
|
83 |
+
Himachal[[:space:]]Pradesh/event3/pre_event_features_levels.csv filter=lfs diff=lfs merge=lfs -text
|
84 |
+
Mizoram/event1/post_event_features.csv filter=lfs diff=lfs merge=lfs -text
|
85 |
+
Mizoram/event1/pre_event_features.csv filter=lfs diff=lfs merge=lfs -text
|
86 |
+
Mizoram/event2/post_event_features.csv filter=lfs diff=lfs merge=lfs -text
|
87 |
+
Mizoram/event2/pre_event_features.csv filter=lfs diff=lfs merge=lfs -text
|
88 |
+
Mizoram/event3/post_event_features.csv filter=lfs diff=lfs merge=lfs -text
|
89 |
+
Mizoram/event3/pre_event_features.csv filter=lfs diff=lfs merge=lfs -text
|
90 |
+
Mizoram/event4/post_event_features.csv filter=lfs diff=lfs merge=lfs -text
|
91 |
+
Mizoram/event4/pre_event_features.csv filter=lfs diff=lfs merge=lfs -text
|
92 |
+
Mizoram/event5/post_event_features.csv filter=lfs diff=lfs merge=lfs -text
|
93 |
+
Mizoram/event5/pre_event_features.csv filter=lfs diff=lfs merge=lfs -text
|
Himachal Pradesh/event1/event_metadata.txt
ADDED
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
============================================================
|
2 |
+
EVENT DATASET INFORMATION
|
3 |
+
============================================================
|
4 |
+
|
5 |
+
1. Date of Event : 25/07/2021
|
6 |
+
2. Place of Event : Batseri village, on Sangla-Chitkul road, district Kinnaur, Himachal Pradesh (N31°24'40.98", E78°18'22.15")
|
7 |
+
|
8 |
+
------------------------------------------------------------
|
9 |
+
DATASET STRUCTURE AND DETAILS
|
10 |
+
------------------------------------------------------------
|
11 |
+
|
12 |
+
3. Number of Rows (Data-points/pixels) : 500000
|
13 |
+
4. Number of Columns (Latitude, Longitude, Satellite Driven Features, Decision) : 33
|
14 |
+
5. Number of Features : 30
|
15 |
+
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]
|
16 |
+
Int [fdr]
|
17 |
+
|
18 |
+
------------------------------------------------------------
|
19 |
+
IMAGE INFORMATION
|
20 |
+
------------------------------------------------------------
|
21 |
+
|
22 |
+
7. Number of Images : 30
|
23 |
+
8. Size of Each Image : 500 X 500
|
24 |
+
9. Total Pixels/Image : 250000
|
25 |
+
10. Center Coordinates : Latitude: 31.41138°, Longitude: 78.30615°
|
26 |
+
|
27 |
+
------------------------------------------------------------
|
28 |
+
PRE-EVENT AND POST-EVENT DATASET SIZE
|
29 |
+
------------------------------------------------------------
|
30 |
+
|
31 |
+
11. Pre-event Dataset Size : 82.8 MB
|
32 |
+
12. Post-event Dataset Size : 83.3 MB
|
33 |
+
|
34 |
+
============================================================
|
Himachal Pradesh/event1/feature_list.csv
ADDED
@@ -0,0 +1,31 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
Feature Name,Feature Type,Source Data
|
2 |
+
Normalized Difference Vegetation Index (NDVI),Spectral features,Sentinel-2
|
3 |
+
Modified Soil Adjusted Vegetation Index (MSAVI),Spectral features,Sentinel-2
|
4 |
+
Soil Adjusted Vegetation Index(SAVI),Spectral features,Sentinel-2
|
5 |
+
Enhanced Vegetation Index (EVI),Spectral features,Sentinel-2
|
6 |
+
Green Normalized Difference Vegetation Index (GNDVI ),Spectral features,Sentinel-2
|
7 |
+
Green-red vegetation index (GRVI),Spectral features,Sentinel-2
|
8 |
+
Atmospherically Resistant Vegetation Index (ARVI),Spectral features,Sentinel-2
|
9 |
+
Modified Normalized Difference Moisture Index (mNDMI),Spectral features,Sentinel-2
|
10 |
+
Normalized Difference Water Index (NDWI),Spectral features,Sentinel-2
|
11 |
+
Normalized Difference Turbidity Index (NDTI),Spectral features,Sentinel-2
|
12 |
+
Modified Normalized Difference Water Index (mNDWI),Spectral features,Sentinel-2
|
13 |
+
Barren Soil Index (BSI),Spectral features,Sentinel-2
|
14 |
+
Elevation,Topographical features,Sentinel-1
|
15 |
+
Slope,Topographical features,Sentinel-1
|
16 |
+
Aspect,Topographical features,Sentinel-1
|
17 |
+
Curvature,Topographical features,Sentinel-1
|
18 |
+
Plan curvature,Topographical features,Sentinel-1
|
19 |
+
Profile curvature,Topographical features,Sentinel-1
|
20 |
+
Topographic Wetness Index (TWI),Topographical features,Sentinel-1
|
21 |
+
Topographic Ruggedness Index (TRI),Topographical features,Sentinel-1
|
22 |
+
Stream Power Index(SPI),Hydrological Features,Sentinel-1
|
23 |
+
FDR,Hydrological Features,Sentinel-1
|
24 |
+
GLCM mean,Textural feature,Sentinel-1
|
25 |
+
Contrast,Textural feature,Sentinel-1
|
26 |
+
GLCM Correlation,Textural feature,Sentinel-1
|
27 |
+
Energy,Textural feature,Sentinel-1
|
28 |
+
Entropy,Textural feature,Sentinel-1
|
29 |
+
Angular Second moment(ASM),Textural feature,Sentinel-1
|
30 |
+
Dissimilarity,Textural feature,Sentinel-1
|
31 |
+
Homogeneity,Textural feature,Sentinel-1
|
Himachal Pradesh/event1/post_event_features.csv
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ee998b141dc572edb9dc362696ca5929022a9dc0334d285b8ef0c1ffaa5ec0a9
|
3 |
+
size 87405006
|
Himachal Pradesh/event1/pre_event_features.csv
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c5e8aa6ebf1184057943ee18b32ca3d3bf0ffd1841778dcdb5724f05e23027b4
|
3 |
+
size 86914014
|
Himachal Pradesh/event1/readme.txt
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
|
2 |
+
This folder contains a number of materials related to the specific landslide occurrence. These include
|
3 |
+
|
4 |
+
|
5 |
+
* 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.
|
6 |
+
The last column is a reflection of the fact that no recent landslide has been occurred on this date.
|
7 |
+
|
8 |
+
* 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 .
|
9 |
+
The last column is a reflection of landslide marking of the data points after the event.
|
10 |
+
|
11 |
+
* 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.
|
12 |
+
|
13 |
+
* shapefiles:This zip file contains the shapefiles that refer the areas where the recent landslide occurred .
|
14 |
+
|
15 |
+
* feature_list : This file contains the sources and the nature of the extracted features.
|
Himachal Pradesh/event1/shapefiles.zip
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ee30b12879973e193afc56c59a989d9d7b7b5fe4922a0e7aad956a55fde5edf4
|
3 |
+
size 1777
|
Himachal Pradesh/event2/event_metadata.txt
ADDED
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
============================================================
|
2 |
+
EVENT DATASET INFORMATION
|
3 |
+
============================================================
|
4 |
+
|
5 |
+
1. Date of Event : 30/07/2021
|
6 |
+
2. Place of Event : Kali Dhank near Barwas village on NH-707, sub-division Shillai, district Sirmaur, Himachal Pradesh (N31°27'13.00", E77°39'28.00")
|
7 |
+
|
8 |
+
------------------------------------------------------------
|
9 |
+
DATASET STRUCTURE AND DETAILS
|
10 |
+
------------------------------------------------------------
|
11 |
+
|
12 |
+
3. Number of Rows (Data-points/pixels) : 500000
|
13 |
+
4. Number of Columns (Latitude, Longitude, Satellite Driven Features, Decision) : 33
|
14 |
+
5. Number of Features : 30
|
15 |
+
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]
|
16 |
+
Int [fdr]
|
17 |
+
|
18 |
+
------------------------------------------------------------
|
19 |
+
IMAGE INFORMATION
|
20 |
+
------------------------------------------------------------
|
21 |
+
|
22 |
+
7. Number of Images : 30
|
23 |
+
8. Size of Each Image : 500 X 500
|
24 |
+
9. Total Pixels/Image : 250000
|
25 |
+
10. Center Coordinates : Latitude: 31.45361°, Longitude: 77.65778°
|
26 |
+
|
27 |
+
------------------------------------------------------------
|
28 |
+
PRE-EVENT AND POST-EVENT DATASET SIZE
|
29 |
+
------------------------------------------------------------
|
30 |
+
|
31 |
+
11. Pre-event Dataset Size : 83.3 MB
|
32 |
+
12. Post-event Dataset Size : 83.2 MB
|
33 |
+
|
34 |
+
============================================================
|
Himachal Pradesh/event2/feature_list.csv
ADDED
@@ -0,0 +1,31 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
Feature Name,Feature Type,Source Data
|
2 |
+
Normalized Difference Vegetation Index (NDVI),Spectral features,Sentinel-2
|
3 |
+
Modified Soil Adjusted Vegetation Index (MSAVI),Spectral features,Sentinel-2
|
4 |
+
Soil Adjusted Vegetation Index(SAVI),Spectral features,Sentinel-2
|
5 |
+
Enhanced Vegetation Index (EVI),Spectral features,Sentinel-2
|
6 |
+
Green Normalized Difference Vegetation Index (GNDVI ),Spectral features,Sentinel-2
|
7 |
+
Green-red vegetation index (GRVI),Spectral features,Sentinel-2
|
8 |
+
Atmospherically Resistant Vegetation Index (ARVI),Spectral features,Sentinel-2
|
9 |
+
Modified Normalized Difference Moisture Index (mNDMI),Spectral features,Sentinel-2
|
10 |
+
Normalized Difference Water Index (NDWI),Spectral features,Sentinel-2
|
11 |
+
Normalized Difference Turbidity Index (NDTI),Spectral features,Sentinel-2
|
12 |
+
Modified Normalized Difference Water Index (mNDWI),Spectral features,Sentinel-2
|
13 |
+
Barren Soil Index (BSI),Spectral features,Sentinel-2
|
14 |
+
Elevation,Topographical features,Sentinel-1
|
15 |
+
Slope,Topographical features,Sentinel-1
|
16 |
+
Aspect,Topographical features,Sentinel-1
|
17 |
+
Curvature,Topographical features,Sentinel-1
|
18 |
+
Plan curvature,Topographical features,Sentinel-1
|
19 |
+
Profile curvature,Topographical features,Sentinel-1
|
20 |
+
Topographic Wetness Index (TWI),Topographical features,Sentinel-1
|
21 |
+
Topographic Ruggedness Index (TRI),Topographical features,Sentinel-1
|
22 |
+
Stream Power Index(SPI),Hydrological Features,Sentinel-1
|
23 |
+
FDR,Hydrological Features,Sentinel-1
|
24 |
+
GLCM mean,Textural feature,Sentinel-1
|
25 |
+
Contrast,Textural feature,Sentinel-1
|
26 |
+
GLCM Correlation,Textural feature,Sentinel-1
|
27 |
+
Energy,Textural feature,Sentinel-1
|
28 |
+
Entropy,Textural feature,Sentinel-1
|
29 |
+
Angular Second moment(ASM),Textural feature,Sentinel-1
|
30 |
+
Dissimilarity,Textural feature,Sentinel-1
|
31 |
+
Homogeneity,Textural feature,Sentinel-1
|
Himachal Pradesh/event2/post_event_features.csv
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f28482cd662f0cc9bb75b87d444dd707f65bd997d87b267dd2041c9491fb4f76
|
3 |
+
size 87252386
|
Himachal Pradesh/event2/pre_event_features.csv
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:71308ea6a878665487591722c87720a8ed9d75d5d4cf8e5731fdc6af5417eb97
|
3 |
+
size 87433953
|
Himachal Pradesh/event2/readme.txt
ADDED
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
|
2 |
+
|
3 |
+
Each zipfile contains a number of materials related to the landslide dataset. These include
|
4 |
+
|
5 |
+
* readme.txt: this file
|
6 |
+
|
7 |
+
* pre_event_features_levels.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.
|
8 |
+
The last column is a reflection of the fact that no recent landslide has been occurred on this date.
|
9 |
+
|
10 |
+
* post_event_features_levels.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 .
|
11 |
+
The last column is a reflection of landslide marking of the data points after the event.
|
12 |
+
|
13 |
+
* 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.
|
14 |
+
|
15 |
+
* shapefiles:This zip file contains the shapefiles that refer the areas where the recent landslide occurred .
|
16 |
+
|
17 |
+
* feature_list.txt: This file contains the sources and the nature of the extracted features.
|
Himachal Pradesh/event2/shapefiles.zip
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ecd6410494323ac1a3f71d916245274f7f314b227e7b1678652219363cf4079b
|
3 |
+
size 1880
|
Himachal Pradesh/event3/event_metadata.txt
ADDED
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
============================================================
|
2 |
+
EVENT DATASET INFORMATION
|
3 |
+
============================================================
|
4 |
+
|
5 |
+
1. Date of Event : 11/08/2021
|
6 |
+
2. Place of Event : NH-05 near Nigulsari village in Tehsil Nichar of District Kinnaur, Himachal Pradesh (31°33'46.07"N, 77°52'20.70"E)
|
7 |
+
|
8 |
+
------------------------------------------------------------
|
9 |
+
DATASET STRUCTURE AND DETAILS
|
10 |
+
------------------------------------------------------------
|
11 |
+
|
12 |
+
3. Number of Rows (Data-points/pixels) : 500000
|
13 |
+
4. Number of Columns (Latitude, Longitude, Satellite Driven Features, Decision) : 33
|
14 |
+
5. Number of Features : 30
|
15 |
+
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]
|
16 |
+
Int [fdr]
|
17 |
+
|
18 |
+
------------------------------------------------------------
|
19 |
+
IMAGE INFORMATION
|
20 |
+
------------------------------------------------------------
|
21 |
+
|
22 |
+
7. Number of Images : 30
|
23 |
+
8. Size of Each Image : 500 X 500
|
24 |
+
9. Total Pixels/Image : 250000
|
25 |
+
10. Center Coordinates : Latitude: 31.56280°, Longitude: 77.87242°
|
26 |
+
|
27 |
+
------------------------------------------------------------
|
28 |
+
PRE-EVENT AND POST-EVENT DATASET SIZE
|
29 |
+
------------------------------------------------------------
|
30 |
+
|
31 |
+
11. Pre-event Dataset Size : 83.6 MB
|
32 |
+
12. Post-event Dataset Size : 84 MB
|
33 |
+
|
34 |
+
============================================================
|
Himachal Pradesh/event3/feature_list.csv
ADDED
@@ -0,0 +1,31 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
Feature Name,Feature Type,Source Data
|
2 |
+
Normalized Difference Vegetation Index (NDVI),Spectral features,Sentinel-2
|
3 |
+
Modified Soil Adjusted Vegetation Index (MSAVI),Spectral features,Sentinel-2
|
4 |
+
Soil Adjusted Vegetation Index(SAVI),Spectral features,Sentinel-2
|
5 |
+
Enhanced Vegetation Index (EVI),Spectral features,Sentinel-2
|
6 |
+
Green Normalized Difference Vegetation Index (GNDVI ),Spectral features,Sentinel-2
|
7 |
+
Green-red vegetation index (GRVI),Spectral features,Sentinel-2
|
8 |
+
Atmospherically Resistant Vegetation Index (ARVI),Spectral features,Sentinel-2
|
9 |
+
Modified Normalized Difference Moisture Index (mNDMI),Spectral features,Sentinel-2
|
10 |
+
Normalized Difference Water Index (NDWI),Spectral features,Sentinel-2
|
11 |
+
Normalized Difference Turbidity Index (NDTI),Spectral features,Sentinel-2
|
12 |
+
Modified Normalized Difference Water Index (mNDWI),Spectral features,Sentinel-2
|
13 |
+
Barren Soil Index (BSI),Spectral features,Sentinel-2
|
14 |
+
Elevation,Topographical features,Sentinel-1
|
15 |
+
Slope,Topographical features,Sentinel-1
|
16 |
+
Aspect,Topographical features,Sentinel-1
|
17 |
+
Curvature,Topographical features,Sentinel-1
|
18 |
+
Plan curvature,Topographical features,Sentinel-1
|
19 |
+
Profile curvature,Topographical features,Sentinel-1
|
20 |
+
Topographic Wetness Index (TWI),Topographical features,Sentinel-1
|
21 |
+
Topographic Ruggedness Index (TRI),Topographical features,Sentinel-1
|
22 |
+
Stream Power Index(SPI),Hydrological Features,Sentinel-1
|
23 |
+
FDR,Hydrological Features,Sentinel-1
|
24 |
+
GLCM mean,Textural feature,Sentinel-1
|
25 |
+
Contrast,Textural feature,Sentinel-1
|
26 |
+
GLCM Correlation,Textural feature,Sentinel-1
|
27 |
+
Energy,Textural feature,Sentinel-1
|
28 |
+
Entropy,Textural feature,Sentinel-1
|
29 |
+
Angular Second moment(ASM),Textural feature,Sentinel-1
|
30 |
+
Dissimilarity,Textural feature,Sentinel-1
|
31 |
+
Homogeneity,Textural feature,Sentinel-1
|
Himachal Pradesh/event3/post_event_features_levels.csv
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:21c7e4adc12d837d6063d176bf3974a96a58ee2eb05548cc9a02b31877b840cd
|
3 |
+
size 88138259
|
Himachal Pradesh/event3/pre_event_features_levels.csv
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:abe2c44f7d31b177d63020f1e7fd6defd30b5b8b33b222c672a4ecd81a88e951
|
3 |
+
size 87672539
|
Himachal Pradesh/event3/readme.txt
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
|
2 |
+
This folder contains a number of materials related to the specific landslide occurrence. These include
|
3 |
+
|
4 |
+
|
5 |
+
* 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.
|
6 |
+
The last column is a reflection of the fact that no recent landslide has been occurred on this date.
|
7 |
+
|
8 |
+
* 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 .
|
9 |
+
The last column is a reflection of landslide marking of the data points after the event.
|
10 |
+
|
11 |
+
* 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.
|
12 |
+
|
13 |
+
* shapefiles:This zip file contains the shapefiles that refer the areas where the recent landslide occurred .
|
14 |
+
|
15 |
+
* feature_list : This file contains the sources and the nature of the extracted features.
|
Himachal Pradesh/event3/shapefiles.zip
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e5227c74de8dfce40cea6063aafccb085380eb11951a102c621726e14baa464e
|
3 |
+
size 3020
|
Mizoram/event1/event_metadata.txt
ADDED
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
============================================================
|
2 |
+
EVENT DATASET INFORMATION
|
3 |
+
============================================================
|
4 |
+
|
5 |
+
1. Date of Event : 13/10/2020
|
6 |
+
2. Place of Event : Phullen, Mizoram (N23°50'28”, E93°3'7”)
|
7 |
+
|
8 |
+
------------------------------------------------------------
|
9 |
+
DATASET STRUCTURE AND DETAILS
|
10 |
+
------------------------------------------------------------
|
11 |
+
|
12 |
+
3. Number of Rows (Data-points/pixels) : 500000
|
13 |
+
4. Number of Columns (Latitude, Longitude, Satellite Driven Features, Decision) : 27
|
14 |
+
5. Number of Features : 24
|
15 |
+
6. Feature Data Types : Float [ARVI, ASM, BSI, Contrast, Dissimilarity, Energy, Entropy, Max, GLCMMean, GNDVI, Homogeneity, MSAVI, NDTI, NDVI, NDWI, SAVI, aspect, curvature, elevation, mNDWI, slope, TRI, TWI]
|
16 |
+
Int [fdr]
|
17 |
+
|
18 |
+
------------------------------------------------------------
|
19 |
+
IMAGE INFORMATION
|
20 |
+
------------------------------------------------------------
|
21 |
+
|
22 |
+
7. Number of Images : 24
|
23 |
+
8. Size of Each Image : 500 X 500
|
24 |
+
9. Total Pixels/Image : 250000
|
25 |
+
10. Center Coordinates : Latitude: 23.84111°, Longitude: 93.05194°
|
26 |
+
------------------------------------------------------------
|
27 |
+
PRE-EVENT AND POST-EVENT DATASET SIZE
|
28 |
+
------------------------------------------------------------
|
29 |
+
|
30 |
+
11. Pre-event Dataset Size : 63.1 MB
|
31 |
+
12. Post-event Dataset Size : 62.9 MB
|
32 |
+
|
33 |
+
============================================================
|
Mizoram/event1/feature_list.csv
ADDED
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
Feature Name,Feature Type,Source Data,,
|
2 |
+
Normalized Difference Vegetation Index (NDVI),Spectral features,Sentinel-2,,
|
3 |
+
Modified Soil Adjusted Vegetation Index (MSAVI),Spectral features,Sentinel-2,,
|
4 |
+
Soil Adjusted Vegetation Index(SAVI),Spectral features,Sentinel-2,,
|
5 |
+
Green Normalized Difference Vegetation Index (GNDVI ),Spectral features,Sentinel-2,,
|
6 |
+
Atmospherically Resistant Vegetation Index (ARVI),Spectral features,Sentinel-2,,
|
7 |
+
Normalized Difference Water Index (NDWI),Spectral features,Sentinel-2,,
|
8 |
+
Normalized Difference Turbidity Index (NDTI),Spectral features,Sentinel-2,,
|
9 |
+
Modified Normalized Difference Water Index (mNDWI),Spectral features,Sentinel-2,,
|
10 |
+
Barren Soil Index (BSI),Spectral features,Sentinel-2,,
|
11 |
+
Elevation,Topographical features,Sentinel-1,,
|
12 |
+
Slope,Topographical features,Sentinel-1,,
|
13 |
+
Aspect,Topographical features,Sentinel-1,,
|
14 |
+
Curvature,Topographical features,Sentinel-1,,
|
15 |
+
Topographic Wetness Index (TWI),Topographical features,Sentinel-1,,
|
16 |
+
Topographic Ruggedness Index (TRI),Topographical features,Sentinel-1,,
|
17 |
+
FDR,Hydrological Features,Sentinel-1,,
|
18 |
+
GLCM mean,Textural feature,Sentinel-1,,
|
19 |
+
Contrast,Textural feature,Sentinel-1,,
|
20 |
+
Max,Textural feature,Sentinel-1,,
|
21 |
+
Energy,Textural feature,Sentinel-1,,
|
22 |
+
Entropy,Textural feature,Sentinel-1,,
|
23 |
+
Angular Second moment(ASM),Textural feature,Sentinel-1,,
|
24 |
+
Dissimilarity,Textural feature,Sentinel-1,,
|
25 |
+
Homogeneity,Textural feature,Sentinel-1,,
|
Mizoram/event1/post_event_features.csv
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8d78c09001aecd96c97280f11f88c89c1c41a2e62000013b93cefa8d011429b9
|
3 |
+
size 64494845
|
Mizoram/event1/pre_event_features.csv
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f7f38b626a73256d255ee8a7fc4c1f89cd40de86ea9204cedddfbc2cfc9c7d32
|
3 |
+
size 64579912
|
Mizoram/event1/readme.txt
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
|
2 |
+
This folder contains a number of materials related to the specific landslide occurrence. These include
|
3 |
+
|
4 |
+
|
5 |
+
* 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.
|
6 |
+
The last column is a reflection of the fact that no recent landslide has been occurred on this date.
|
7 |
+
|
8 |
+
* 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 .
|
9 |
+
The last column is a reflection of landslide marking of the data points after the event.
|
10 |
+
|
11 |
+
* 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.
|
12 |
+
|
13 |
+
* shapefiles:This zip file contains the shapefiles that refer the areas where the recent landslide occurred .
|
14 |
+
|
15 |
+
* feature_list : This file contains the sources and the nature of the extracted features.
|
Mizoram/event1/shapefiles.zip
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:164aadf46af09055f1b27ea7792186c2dd2efe4032a36c504265f15f74a836a4
|
3 |
+
size 9060
|
Mizoram/event2/event_metadata.txt
ADDED
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
============================================================
|
2 |
+
EVENT DATASET INFORMATION
|
3 |
+
============================================================
|
4 |
+
|
5 |
+
1. Date of Event : 28/05/2020
|
6 |
+
2. Place of Event : Mualpheng, Mizoram (N23°36'43”, E92°58'27”)
|
7 |
+
|
8 |
+
------------------------------------------------------------
|
9 |
+
DATASET STRUCTURE AND DETAILS
|
10 |
+
------------------------------------------------------------
|
11 |
+
|
12 |
+
3. Number of Rows (Data-points/pixels) : 500000
|
13 |
+
4. Number of Columns (Latitude, Longitude, Satellite Driven Features, Decision) : 27
|
14 |
+
5. Number of Features : 24
|
15 |
+
6. Feature Data Types : Float [ARVI, ASM, BSI, Contrast, Dissimilarity, Energy, Entropy, Max, GLCMMean, GNDVI, Homogeneity, MSAVI, NDTI, NDVI, NDWI, SAVI, aspect, curvature, elevation, mNDWI, slope, TRI, TWI]
|
16 |
+
Int [fdr]
|
17 |
+
|
18 |
+
------------------------------------------------------------
|
19 |
+
IMAGE INFORMATION
|
20 |
+
------------------------------------------------------------
|
21 |
+
|
22 |
+
7. Number of Images : 24
|
23 |
+
8. Size of Each Image : 500 X 500
|
24 |
+
9. Total Pixels/Image : 250000
|
25 |
+
10. Center Coordinates : Latitude: 23.6125°, Longitude: 92.9742°
|
26 |
+
------------------------------------------------------------
|
27 |
+
PRE-EVENT AND POST-EVENT DATASET SIZE
|
28 |
+
------------------------------------------------------------
|
29 |
+
|
30 |
+
11. Pre-event Dataset Size : 63.1 MB
|
31 |
+
12. Post-event Dataset Size : 62.9 MB
|
32 |
+
|
33 |
+
============================================================
|
Mizoram/event2/feature_list.csv
ADDED
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
Feature Name,Feature Type,Source Data,,
|
2 |
+
Normalized Difference Vegetation Index (NDVI),Spectral features,Sentinel-2,,
|
3 |
+
Modified Soil Adjusted Vegetation Index (MSAVI),Spectral features,Sentinel-2,,
|
4 |
+
Soil Adjusted Vegetation Index(SAVI),Spectral features,Sentinel-2,,
|
5 |
+
Green Normalized Difference Vegetation Index (GNDVI ),Spectral features,Sentinel-2,,
|
6 |
+
Atmospherically Resistant Vegetation Index (ARVI),Spectral features,Sentinel-2,,
|
7 |
+
Normalized Difference Water Index (NDWI),Spectral features,Sentinel-2,,
|
8 |
+
Normalized Difference Turbidity Index (NDTI),Spectral features,Sentinel-2,,
|
9 |
+
Modified Normalized Difference Water Index (mNDWI),Spectral features,Sentinel-2,,
|
10 |
+
Barren Soil Index (BSI),Spectral features,Sentinel-2,,
|
11 |
+
Elevation,Topographical features,Sentinel-1,,
|
12 |
+
Slope,Topographical features,Sentinel-1,,
|
13 |
+
Aspect,Topographical features,Sentinel-1,,
|
14 |
+
Curvature,Topographical features,Sentinel-1,,
|
15 |
+
Topographic Wetness Index (TWI),Topographical features,Sentinel-1,,
|
16 |
+
Topographic Ruggedness Index (TRI),Topographical features,Sentinel-1,,
|
17 |
+
FDR,Hydrological Features,Sentinel-1,,
|
18 |
+
GLCM mean,Textural feature,Sentinel-1,,
|
19 |
+
Contrast,Textural feature,Sentinel-1,,
|
20 |
+
Max,Textural feature,Sentinel-1,,
|
21 |
+
Energy,Textural feature,Sentinel-1,,
|
22 |
+
Entropy,Textural feature,Sentinel-1,,
|
23 |
+
Angular Second moment(ASM),Textural feature,Sentinel-1,,
|
24 |
+
Dissimilarity,Textural feature,Sentinel-1,,
|
25 |
+
Homogeneity,Textural feature,Sentinel-1,,
|
Mizoram/event2/post_event_features.csv
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e0a6502c104229ab0255ddf7a0b9082915ae9b7524cdfc8aa69f0851da5d3f56
|
3 |
+
size 64494845
|
Mizoram/event2/pre_event_features.csv
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f7f38b626a73256d255ee8a7fc4c1f89cd40de86ea9204cedddfbc2cfc9c7d32
|
3 |
+
size 64579912
|
Mizoram/event2/readme.txt
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
|
2 |
+
This folder contains a number of materials related to the specific landslide occurrence. These include
|
3 |
+
|
4 |
+
|
5 |
+
* 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.
|
6 |
+
The last column is a reflection of the fact that no recent landslide has been occurred on this date.
|
7 |
+
|
8 |
+
* 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 .
|
9 |
+
The last column is a reflection of landslide marking of the data points after the event.
|
10 |
+
|
11 |
+
* 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.
|
12 |
+
|
13 |
+
* shapefiles:This zip file contains the shapefiles that refer the areas where the recent landslide occurred .
|
14 |
+
|
15 |
+
* feature_list : This file contains the sources and the nature of the extracted features.
|
Mizoram/event2/shapefiles.zip
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1a13bdb6ace7d9935e9ed0f04f282dc492f69e591fc46e17832bc9734cf24f75
|
3 |
+
size 7099
|
Mizoram/event3/event_metadata.txt
ADDED
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
============================================================
|
2 |
+
EVENT DATASET INFORMATION
|
3 |
+
============================================================
|
4 |
+
|
5 |
+
1. Date of Event : 31/08/2020
|
6 |
+
2. Place of Event : Maubuang, Mizoram (N23°29'19”, E92°42'30”)
|
7 |
+
|
8 |
+
------------------------------------------------------------
|
9 |
+
DATASET STRUCTURE AND DETAILS
|
10 |
+
------------------------------------------------------------
|
11 |
+
|
12 |
+
3. Number of Rows (Data-points/pixels) : 500000
|
13 |
+
4. Number of Columns (Latitude, Longitude, Satellite Driven Features, Decision) : 27
|
14 |
+
5. Number of Features : 24
|
15 |
+
6. Feature Data Types : Float [ARVI, ASM, BSI, Contrast, Dissimilarity, Energy, Entropy, Max, GLCMMean, GNDVI, Homogeneity, MSAVI, NDTI, NDVI, NDWI, SAVI, aspect, curvature, elevation, mNDWI, slope, TRI, TWI]
|
16 |
+
Int [fdr]
|
17 |
+
|
18 |
+
------------------------------------------------------------
|
19 |
+
IMAGE INFORMATION
|
20 |
+
------------------------------------------------------------
|
21 |
+
|
22 |
+
7. Number of Images : 24
|
23 |
+
8. Size of Each Image : 500 X 500
|
24 |
+
9. Total Pixels/Image : 250000
|
25 |
+
10. Center Coordinates : Latitude: 23.48888°, Longitude: 92.70826°
|
26 |
+
------------------------------------------------------------
|
27 |
+
PRE-EVENT AND POST-EVENT DATASET SIZE
|
28 |
+
------------------------------------------------------------
|
29 |
+
|
30 |
+
11. Pre-event Dataset Size : 63.1 MB
|
31 |
+
12. Post-event Dataset Size : 62.9 MB
|
32 |
+
|
33 |
+
============================================================
|
Mizoram/event3/feature_list.csv
ADDED
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
Feature Name,Feature Type,Source Data,,
|
2 |
+
Normalized Difference Vegetation Index (NDVI),Spectral features,Sentinel-2,,
|
3 |
+
Modified Soil Adjusted Vegetation Index (MSAVI),Spectral features,Sentinel-2,,
|
4 |
+
Soil Adjusted Vegetation Index(SAVI),Spectral features,Sentinel-2,,
|
5 |
+
Green Normalized Difference Vegetation Index (GNDVI ),Spectral features,Sentinel-2,,
|
6 |
+
Atmospherically Resistant Vegetation Index (ARVI),Spectral features,Sentinel-2,,
|
7 |
+
Normalized Difference Water Index (NDWI),Spectral features,Sentinel-2,,
|
8 |
+
Normalized Difference Turbidity Index (NDTI),Spectral features,Sentinel-2,,
|
9 |
+
Modified Normalized Difference Water Index (mNDWI),Spectral features,Sentinel-2,,
|
10 |
+
Barren Soil Index (BSI),Spectral features,Sentinel-2,,
|
11 |
+
Elevation,Topographical features,Sentinel-1,,
|
12 |
+
Slope,Topographical features,Sentinel-1,,
|
13 |
+
Aspect,Topographical features,Sentinel-1,,
|
14 |
+
Curvature,Topographical features,Sentinel-1,,
|
15 |
+
Topographic Wetness Index (TWI),Topographical features,Sentinel-1,,
|
16 |
+
Topographic Ruggedness Index (TRI),Topographical features,Sentinel-1,,
|
17 |
+
FDR,Hydrological Features,Sentinel-1,,
|
18 |
+
GLCM mean,Textural feature,Sentinel-1,,
|
19 |
+
Contrast,Textural feature,Sentinel-1,,
|
20 |
+
Max,Textural feature,Sentinel-1,,
|
21 |
+
Energy,Textural feature,Sentinel-1,,
|
22 |
+
Entropy,Textural feature,Sentinel-1,,
|
23 |
+
Angular Second moment(ASM),Textural feature,Sentinel-1,,
|
24 |
+
Dissimilarity,Textural feature,Sentinel-1,,
|
25 |
+
Homogeneity,Textural feature,Sentinel-1,,
|
Mizoram/event3/post_event_features.csv
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:413d362a30fb4e5f162fc3121348e5da786bc99fa5f8dc2dc598cf9ae9d16c18
|
3 |
+
size 64494845
|
Mizoram/event3/pre_event_features.csv
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:413d362a30fb4e5f162fc3121348e5da786bc99fa5f8dc2dc598cf9ae9d16c18
|
3 |
+
size 64579912
|
Mizoram/event3/readme.txt
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
|
2 |
+
This folder contains a number of materials related to the specific landslide occurrence. These include
|
3 |
+
|
4 |
+
|
5 |
+
* 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.
|
6 |
+
The last column is a reflection of the fact that no recent landslide has been occurred on this date.
|
7 |
+
|
8 |
+
* 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 .
|
9 |
+
The last column is a reflection of landslide marking of the data points after the event.
|
10 |
+
|
11 |
+
* 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.
|
12 |
+
|
13 |
+
* shapefiles:This zip file contains the shapefiles that refer the areas where the recent landslide occurred .
|
14 |
+
|
15 |
+
* feature_list : This file contains the sources and the nature of the extracted features.
|
Mizoram/event3/shapefiles.zip
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:133548f056004cff7c80bb2d9fa41c55ebf696b3f1f7ef4664a915f86b267409
|
3 |
+
size 4494
|
Mizoram/event4/event_metadata.txt
ADDED
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
============================================================
|
2 |
+
EVENT DATASET INFORMATION
|
3 |
+
============================================================
|
4 |
+
|
5 |
+
1. Date of Event : 02/10/2020
|
6 |
+
2. Place of Event : Rulchawm, Mizoram (N23°39'45”, E92°58'3”)
|
7 |
+
|
8 |
+
------------------------------------------------------------
|
9 |
+
DATASET STRUCTURE AND DETAILS
|
10 |
+
------------------------------------------------------------
|
11 |
+
|
12 |
+
3. Number of Rows (Data-points/pixels) : 500000
|
13 |
+
4. Number of Columns (Latitude, Longitude, Satellite Driven Features, Decision) : 27
|
14 |
+
5. Number of Features : 24
|
15 |
+
6. Feature Data Types : Float [ARVI, ASM, BSI, Contrast, Dissimilarity, Energy, Entropy, Max, GLCMMean, GNDVI, Homogeneity, MSAVI, NDTI, NDVI, NDWI, SAVI, aspect, curvature, elevation, mNDWI, slope, TRI, TWI]
|
16 |
+
Int [fdr]
|
17 |
+
|
18 |
+
------------------------------------------------------------
|
19 |
+
IMAGE INFORMATION
|
20 |
+
------------------------------------------------------------
|
21 |
+
|
22 |
+
7. Number of Images : 24
|
23 |
+
8. Size of Each Image : 500 X 500
|
24 |
+
9. Total Pixels/Image : 250000
|
25 |
+
10. Center Coordinates : Latitude: 23.6625°, Longitude: 92.9675°
|
26 |
+
------------------------------------------------------------
|
27 |
+
PRE-EVENT AND POST-EVENT DATASET SIZE
|
28 |
+
------------------------------------------------------------
|
29 |
+
|
30 |
+
11. Pre-event Dataset Size : 63.1 MB
|
31 |
+
12. Post-event Dataset Size : 62.9 MB
|
32 |
+
|
33 |
+
============================================================
|
Mizoram/event4/feature_list.csv
ADDED
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
Feature Name,Feature Type,Source Data,,
|
2 |
+
Normalized Difference Vegetation Index (NDVI),Spectral features,Sentinel-2,,
|
3 |
+
Modified Soil Adjusted Vegetation Index (MSAVI),Spectral features,Sentinel-2,,
|
4 |
+
Soil Adjusted Vegetation Index(SAVI),Spectral features,Sentinel-2,,
|
5 |
+
Green Normalized Difference Vegetation Index (GNDVI ),Spectral features,Sentinel-2,,
|
6 |
+
Atmospherically Resistant Vegetation Index (ARVI),Spectral features,Sentinel-2,,
|
7 |
+
Normalized Difference Water Index (NDWI),Spectral features,Sentinel-2,,
|
8 |
+
Normalized Difference Turbidity Index (NDTI),Spectral features,Sentinel-2,,
|
9 |
+
Modified Normalized Difference Water Index (mNDWI),Spectral features,Sentinel-2,,
|
10 |
+
Barren Soil Index (BSI),Spectral features,Sentinel-2,,
|
11 |
+
Elevation,Topographical features,Sentinel-1,,
|
12 |
+
Slope,Topographical features,Sentinel-1,,
|
13 |
+
Aspect,Topographical features,Sentinel-1,,
|
14 |
+
Curvature,Topographical features,Sentinel-1,,
|
15 |
+
Topographic Wetness Index (TWI),Topographical features,Sentinel-1,,
|
16 |
+
Topographic Ruggedness Index (TRI),Topographical features,Sentinel-1,,
|
17 |
+
FDR,Hydrological Features,Sentinel-1,,
|
18 |
+
GLCM mean,Textural feature,Sentinel-1,,
|
19 |
+
Contrast,Textural feature,Sentinel-1,,
|
20 |
+
Max,Textural feature,Sentinel-1,,
|
21 |
+
Energy,Textural feature,Sentinel-1,,
|
22 |
+
Entropy,Textural feature,Sentinel-1,,
|
23 |
+
Angular Second moment(ASM),Textural feature,Sentinel-1,,
|
24 |
+
Dissimilarity,Textural feature,Sentinel-1,,
|
25 |
+
Homogeneity,Textural feature,Sentinel-1,,
|
Mizoram/event4/post_event_features.csv
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:46adcd414d9fca1babc595c4ccb796f17879d2c30d18bc528f0d4db6907c1fe8
|
3 |
+
size 64494845
|
Mizoram/event4/pre_event_features.csv
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f7f38b626a73256d255ee8a7fc4c1f89cd40de86ea9204cedddfbc2cfc9c7d32
|
3 |
+
size 64579912
|
Mizoram/event4/readme.txt
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
|
2 |
+
This folder contains a number of materials related to the specific landslide occurrence. These include
|
3 |
+
|
4 |
+
|
5 |
+
* 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.
|
6 |
+
The last column is a reflection of the fact that no recent landslide has been occurred on this date.
|
7 |
+
|
8 |
+
* 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 .
|
9 |
+
The last column is a reflection of landslide marking of the data points after the event.
|
10 |
+
|
11 |
+
* 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.
|
12 |
+
|
13 |
+
* shapefiles:This zip file contains the shapefiles that refer the areas where the recent landslide occurred .
|
14 |
+
|
15 |
+
* feature_list : This file contains the sources and the nature of the extracted features.
|
Mizoram/event4/shapefiles.zip
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3ad68d39680755cd2f7ef6a05a606b0e7b9e98410f25beae82fa18c475f81fc3
|
3 |
+
size 3775
|
Mizoram/event5/event_metadata.txt
ADDED
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
============================================================
|
2 |
+
EVENT DATASET INFORMATION
|
3 |
+
============================================================
|
4 |
+
|
5 |
+
1. Date of Event : 16/06/2023
|
6 |
+
2. Place of Event : Western outskirts of Aizawl, Mizoram (N23°44'42”, E92°42'51”)
|
7 |
+
|
8 |
+
------------------------------------------------------------
|
9 |
+
DATASET STRUCTURE AND DETAILS
|
10 |
+
------------------------------------------------------------
|
11 |
+
|
12 |
+
3. Number of Rows (Data-points/pixels) : 500000
|
13 |
+
4. Number of Columns (Latitude, Longitude, Satellite Driven Features, Decision) : 27
|
14 |
+
5. Number of Features : 24
|
15 |
+
6. Feature Data Types : Float [ARVI, ASM, BSI, Contrast, Dissimilarity, Energy, Entropy, Max, GLCMMean, GNDVI, Homogeneity, MSAVI, NDTI, NDVI, NDWI, SAVI, aspect, curvature, elevation, mNDWI, slope, TRI, TWI]
|
16 |
+
Int [fdr]
|
17 |
+
|
18 |
+
------------------------------------------------------------
|
19 |
+
IMAGE INFORMATION
|
20 |
+
------------------------------------------------------------
|
21 |
+
|
22 |
+
7. Number of Images : 24
|
23 |
+
8. Size of Each Image : 500 X 500
|
24 |
+
9. Total Pixels/Image : 250000
|
25 |
+
10. Center Coordinates : Latitude: 23.74505°, Longitude: 92.71425°
|
26 |
+
------------------------------------------------------------
|
27 |
+
PRE-EVENT AND POST-EVENT DATASET SIZE
|
28 |
+
------------------------------------------------------------
|
29 |
+
|
30 |
+
11. Pre-event Dataset Size : 63.1 MB
|
31 |
+
12. Post-event Dataset Size : 62.9 MB
|
32 |
+
|
33 |
+
============================================================
|
Mizoram/event5/feature_list.csv
ADDED
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
Feature Name,Feature Type,Source Data,,
|
2 |
+
Normalized Difference Vegetation Index (NDVI),Spectral features,Sentinel-2,,
|
3 |
+
Modified Soil Adjusted Vegetation Index (MSAVI),Spectral features,Sentinel-2,,
|
4 |
+
Soil Adjusted Vegetation Index(SAVI),Spectral features,Sentinel-2,,
|
5 |
+
Green Normalized Difference Vegetation Index (GNDVI ),Spectral features,Sentinel-2,,
|
6 |
+
Atmospherically Resistant Vegetation Index (ARVI),Spectral features,Sentinel-2,,
|
7 |
+
Normalized Difference Water Index (NDWI),Spectral features,Sentinel-2,,
|
8 |
+
Normalized Difference Turbidity Index (NDTI),Spectral features,Sentinel-2,,
|
9 |
+
Modified Normalized Difference Water Index (mNDWI),Spectral features,Sentinel-2,,
|
10 |
+
Barren Soil Index (BSI),Spectral features,Sentinel-2,,
|
11 |
+
Elevation,Topographical features,Sentinel-1,,
|
12 |
+
Slope,Topographical features,Sentinel-1,,
|
13 |
+
Aspect,Topographical features,Sentinel-1,,
|
14 |
+
Curvature,Topographical features,Sentinel-1,,
|
15 |
+
Topographic Wetness Index (TWI),Topographical features,Sentinel-1,,
|
16 |
+
Topographic Ruggedness Index (TRI),Topographical features,Sentinel-1,,
|
17 |
+
FDR,Hydrological Features,Sentinel-1,,
|
18 |
+
GLCM mean,Textural feature,Sentinel-1,,
|
19 |
+
Contrast,Textural feature,Sentinel-1,,
|
20 |
+
Max,Textural feature,Sentinel-1,,
|
21 |
+
Energy,Textural feature,Sentinel-1,,
|
22 |
+
Entropy,Textural feature,Sentinel-1,,
|
23 |
+
Angular Second moment(ASM),Textural feature,Sentinel-1,,
|
24 |
+
Dissimilarity,Textural feature,Sentinel-1,,
|
25 |
+
Homogeneity,Textural feature,Sentinel-1,,
|
Mizoram/event5/post_event_features.csv
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:dc2407b397ffe8148d385d092ddf6866bbcf9d01cb4d74f23964ffe9bf19faea
|
3 |
+
size 64633721
|
Mizoram/event5/pre_event_features.csv
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8cac4567e5e9e786bc684b14049a91a0d9af2f6a627e5b6f5798ead632c06721
|
3 |
+
size 64488051
|
Mizoram/event5/readme.txt
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
|
2 |
+
This folder contains a number of materials related to the specific landslide occurrence. These include
|
3 |
+
|
4 |
+
|
5 |
+
* 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.
|
6 |
+
The last column is a reflection of the fact that no recent landslide has been occurred on this date.
|
7 |
+
|
8 |
+
* 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 .
|
9 |
+
The last column is a reflection of landslide marking of the data points after the event.
|
10 |
+
|
11 |
+
* 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.
|
12 |
+
|
13 |
+
* shapefiles:This zip file contains the shapefiles that refer the areas where the recent landslide occurred .
|
14 |
+
|
15 |
+
* feature_list : This file contains the sources and the nature of the extracted features.
|
Mizoram/event5/shapefiles.zip
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a862cd25a7a6c6663086ef3afa2deb52b243a651ea9bed69d4bfb9784f11fe9f
|
3 |
+
size 1953
|