Machine Learning-Based Approach for Landslide Susceptibility Mapping Using Multimodal Data

Xianping Ma,Man-On Pun,Ming Liu,Yang Wang

IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium（2023）

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conventional ML-based methods,debris flow,Global Deforestation Detection Algorithm,hazard map,inventory Landslide,Landslide Susceptibility Mapping,Machine Learning-based approach,method fuses only three carefully selected factors,multimodal data,multiple data sources,practical Machine,rainfall data,rainfall forecast data,real-world landslide,substantial forest changes,SVM-based classifier,Synthetic Aperture Radar

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