landslide-susceptibility

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BGR-EGHA /LSAT

Star45

Landslide Susceptibility Assessment Tools - Project Manager Suite

python artificial-neural-networks logistic-regression weight-of-evidence woe landslide landslide-susceptibility-mapping landslide-susceptibility

UpdatedSep 29, 2025
Python

emrehanks /R-ArcGIS-LSM_ToolPack

Star42

This tool is to develop an easy-to-use tool package called Landslide Susceptibility Mapping Tool Pack (LSM Tool Pack) for producing landslide susceptibility maps based on integrating R with ArcMap Software. The proposed tool contains 5 main modules namely: (1) Data Preparation (DP), (2) Feature (Factor) Selection (FS), (3) Logistic Regression (L…

arcgis random-forest feature-selection lsm landslide-susceptibility-mapping arcbinding landslide-susceptibility arcgis-and-r-integration

UpdatedApr 27, 2023
R

CLi-de /D_LSM

Star33

Dynamic landslide susceptibility assessment using deep learning techniques

deep-learning insar climate-change few-shot landslide-susceptibility landslide-feature-permutation

UpdatedMay 18, 2025
Python

CLi-de /Meta_LSM

Star28

Landslide Susceptibility Mapping by a Meta-learning Way

deep-learning insar meta-learning landslide-susceptibility few-shot-adaptation weak-label

UpdatedJan 10, 2024
Python

ryanbob96 /Landslide-Prediction-2008-Wenchuan-Earthquake-Sichuan-China

Star14

machine-learning landslide-susceptibility

UpdatedDec 13, 2022
Jupyter Notebook

iamtekson /landslide_susceptibility

Star7

This repo contain the code/data used to produce landslide susceptibility map using Slope Units and Machine Learning Methods

elevation nepal dem slope srilanka landslide landslide-susceptibility-mapping slope-unit susceptibility landslide-susceptibility

UpdatedJan 4, 2025
JavaScript

BGR-EGHA /LSAT-TestData

Star6

Landslide Susceptibility Assessment Tools - Project Manager Suite - TestData

dataset landslide landslide-susceptibility-mapping landslide-susceptibility

UpdatedJul 16, 2021

UW-GDA /landslide_exposure_portland

Star3

This project measures the landslide exposure of buildling infrastructures in Portland, Oregon, using landslide susceptibility and building footprint maps.

risk project landslide-susceptibility landslide-exposure susceptibility-map footprint-maps

UpdatedMay 24, 2021
Jupyter Notebook

Geo3D-AI-CSU /ML4LSM

Star1

Stacking ensemble of machine learning methods for landslide susceptibility mapping in Zhangjiajie City, Hunan Province, China

machine-learning random-forest extreme-gradient-boosting stacking-ensemble landslide-susceptibility gradient-boosting-decision-tree

UpdatedOct 16, 2024
Jupyter Notebook

sh4wnbk /natural-hazards-classifier

Star1

This repository hosts the Natural Hazards Classifier, a logistic regression-based machine learning model for predicting landslide risks using historical and real-time environmental data.

machine-learning noaa logistic-regression usgs nasa-data natural-hazards environmental-data-science landslide-susceptibility natural-hazards-modelling mass-wastings nasa-gpm