High Resolution Precipitation and Soil Moisture Data Integration for Landslide Susceptibility Mapping

High Resolution Precipitation and Soil Moisture Data Integration for Landslide Susceptibility Mapping

Satellite-derived high-resolution soil moisture and precipitation data have become widely adopted in natural hazard and climate change research. Landslide susceptibility mapping, which often relies on static predisposing factors, faces challenges in accounting for temporal changes, limiting its effi...

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Bibliographic Details
Main Authors: Yaser Peiro, Evelina Volpe, Luca Ciabatta, Elisabetta Cattoni
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Geosciences
Subjects:
landslide susceptibility map
high-resolution precipitation
high-resolution soil moisture
random forest algorithm
Online Access:https://www.mdpi.com/2076-3263/14/12/330
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