A comparative study of the bivariate, multivariate and machine-learning-based statistical models for landslide susceptibility mapping in a seismic-prone region in China
Suhua Zhou, Yunqiang Zhang, Xin Tan, Syed Muntazir Abbas
Topics & Concepts
Topographic Wetness IndexSupport vector machineLandslideBivariate analysisTerrainLogistic regressionMultivariate statisticsElevation (ballistics)Stream powerGeologyReceiver operating characteristicDigital elevation modelStatisticsComputer scienceCartographyArtificial intelligenceRemote sensingMathematicsGeomorphologyGeographyErosionGeometryLandslides and related hazardsFlood Risk Assessment and ManagementTree Root and Stability Studies