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Optimizing machine learning algorithms for spatial prediction of gully erosion susceptibility with four training scenarios

Guoqing Liu, Alireza Arabameri, M. Santosh, Omid Asadi Nalivan

2023Environmental Science and Pollution Research18 citationsDOI

Topics & Concepts

LandformSupport vector machineArtificial neural networkRandom forestSurface runoffErosionMachine learningArtificial intelligenceReceiver operating characteristicHydrology (agriculture)Computer scienceGully erosionSample (material)Environmental scienceAlgorithmGeologyCartographyGeographyGeotechnical engineeringChemistryBiologyEcologyPaleontologyChromatographySoil erosion and sediment transportFlood Risk Assessment and ManagementGroundwater and Watershed Analysis
Optimizing machine learning algorithms for spatial prediction of gully erosion susceptibility with four training scenarios | Litcius