Flood susceptibility mapping with machine learning, multi-criteria decision analysis and ensemble using Dempster Shafer Theory
Thimmaiah Gudiyangada Nachappa, Sepideh Tavakkoli Piralilou, Khalil Gholamnia, Omid Ghorbanzadeh, Omid Rahmati, Thomas Blaschke
Topics & Concepts
Topographic Wetness IndexMultiple-criteria decision analysisSupport vector machineNormalized Difference Vegetation IndexFlood mythRandom forestReceiver operating characteristicAnalytic hierarchy processDempster–Shafer theoryDecision treeMachine learningArtificial intelligenceComputer scienceMathematicsRemote sensingGeographyGeologyOperations researchDigital elevation modelOceanographyClimate changeArchaeologyFlood Risk Assessment and ManagementHydrology and Watershed Management StudiesHydrology and Drought Analysis