High resolution landslide susceptibility mapping using ensemble machine learning and geospatial big data

This is the repository of the India Landslide Susceptibility Map.
The Input Data Prep includes code for data preparation after data is acquired. The models file includes models loading and ensemble generation, and the output_prep includes code for data postprocessing and data vizualization
The data for the model used can be obtained from source

The Raw Tiff files can be obtained from:

https://zenodo.org/doi/10.5281/zenodo.10085271

The Google Earth Engine code for loading ILSM

var ILSM_class= ee.Image("projects/ee-nirdeshsharmanith1/assets/ILSM")  
var ILSM_probability=ee.Image("projects/ee-nirdeshsharmanith1/assets/ILSM_probability")  

The Google Earth Engine code for visualizing ILSM

https://hydrosense.users.earthengine.app/view/ilsm