Landslide Susceptibility Mapping in Google Earth Engine GEE

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[@vineesh.geography]

Please share the script for Landslide Susceptibility Mapping in Google Earth Engine.

[@techhive.2023]

// Define a region of interest (ROI)
var roi = ee.Geometry.Rectangle([84.5, 27.5, 85.5, 28.5]); // Change the coordinates to your area of interest
// Load Sentinel-2 image collection
var sentinel2 = ee.ImageCollection('COPERNICUS/S2')
.filterBounds(roi)
.filterDate('2023-01-01', '2023-12-31') // Set date range
.sort('CLOUDY_PIXEL_PERCENTAGE') // Sort by cloud coverage
.filter(ee.Filter.lt('CLOUDY_PIXEL_PERCENTAGE', 20)) // Less than 20% cloud cover
.first();
// Calculate NDVI
var ndvi = sentinel2.normalizedDifference(['B8', 'B4']).rename('NDVI');
// Threshold to detect areas of vegetation loss (indicative of landslide)
var landslideRisk = ndvi.lt(0.3).selfMask(); // Threshold for NDVI
// Add layers to the map
Map.centerObject(roi, 10);
Map.addLayer(sentinel2, {bands: ['B4', 'B3', 'B2'], max: 3000}, 'Sentinel-2 RGB');
Map.addLayer(ndvi, {min: 0, max: 1, palette: ['white', 'green']}, 'NDVI');
Map.addLayer(landslideRisk, {palette: 'red'}, 'Landslide Risk Areas');
// Function to create a legend
function addLegend() {
var legend = ui.Panel({
style: {
position: 'bottom-left',
padding: '8px 15px'
}
});
var legendTitle = ui.Label({
value: 'Landslide Risk Legend',
style: {
fontWeight: 'bold',
fontSize: '18px',
margin: '0 0 4px 0',
padding: '0'
}
});
legend.add(legendTitle);
var makeRow = function(color, name) {
var colorBox = ui.Label({
style: {
backgroundColor: color,
padding: '8px',
margin: '0 0 4px 0'
}
});
var description = ui.Label({
value: name,
style: {margin: '0 0 4px 6px'}
});
return ui.Panel({
widgets: [colorBox, description],
layout: ui.Panel.Layout.Flow('horizontal')
});
};
// Add legend elements
legend.add(makeRow('red', 'Landslide Risk Area'));
legend.add(makeRow('green', 'Vegetation (Healthy)'));
legend.add(makeRow('white', 'No Vegetation'));
// Add the legend to the map
Map.add(legend);
}
// Call the function to add the legend
addLegend();

[@vineesh.geography]

@@techhive.2023 thank you bro