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Comparisons of heuristic, general statistical and machine learning models for landslide susceptibility prediction and mapping

Faming Huang, Zhongshan Cao, Jianfei Guo, Shui‐Hua Jiang, Shu Li, Zizheng Guo

2020CATENA476 citationsDOI

Topics & Concepts

LandslideTopographic Wetness IndexElevation (ballistics)Support vector machineComputer scienceData miningArtificial neural networkMultilayer perceptronPopulationDigital elevation modelGeneralized linear modelHeuristicArtificial intelligenceMachine learningRemote sensingGeologyMathematicsGeometryGeotechnical engineeringDemographySociologyLandslides and related hazardsTree Root and Stability StudiesCryospheric studies and observations
Comparisons of heuristic, general statistical and machine learning models for landslide susceptibility prediction and mapping | Litcius