Mapping landslide susceptibility at the Three Gorges Reservoir, China, using gradient boosting decision tree, random forest and information value models
Tao Chen, Li Zhu, Ruiqing Niu, John Trinder, Ling Peng, Tao Lei
Topics & Concepts
Three gorgesLandslidePixelRandom forestDecision treeBoosting (machine learning)Gradient boostingComputer scienceCohen's kappaReceiver operating characteristicKappaRemote sensingArtificial intelligenceGeologyCartographyMachine learningMathematicsGeographyGeomorphologyGeotechnical engineeringGeometryLandslides and related hazardsFlood Risk Assessment and ManagementCryospheric studies and observations