Gully erosion spatial modelling: Role of machine learning algorithms in selection of the best controlling factors and modelling process
Hamid Reza Pourghasemi, Nitheshnirmal Sãdhasivam, Narges Kariminejad, Adrian L. Collins
Topics & Concepts
Mean squared errorAlgorithmLasso (programming language)Random forestErosionTopographic Wetness IndexStatisticsMathematicsCurvatureDigital elevation modelLinear regressionSupport vector machineDrainage densityHydrology (agriculture)Artificial intelligenceGeologyMachine learningComputer scienceRemote sensingGeometryGeomorphologyWatershedGeotechnical engineeringWorld Wide WebSoil erosion and sediment transportFlood Risk Assessment and ManagementHydrology and Sediment Transport Processes