Soil erosion susceptibility mapping using ensemble machine learning models: A case study of upper Congo river sub-basin
Luc Cimusa Kulimushi, Janvier Bashagaluke, Pankaj Prasad, Aimé B. Heri‐Kazi, Nand Lal Kushwaha, Md Masroor, Pandurang Choudhari, Ahmed Elbeltagi, Haroon Sajjad, Safwan Mohammed
Topics & Concepts
Random forestSupport vector machineStructural basinComputer scienceLand degradationErosionDrainage basinReceiver operating characteristicLogistic regressionRegressionDecision treeData miningMachine learningArtificial intelligenceLand useStatisticsCartographyMathematicsGeologyGeographyEngineeringGeomorphologyCivil engineeringSoil erosion and sediment transportGroundwater and Watershed AnalysisFlood Risk Assessment and Management