Implementation of random forest, adaptive boosting, and gradient boosting decision trees algorithms for gully erosion susceptibility mapping using remote sensing and GIS
Hassan Ait Naceur, Hazem Ghassan Abdo, Brahim Igmoullan, Mustapha Namous, Fahad Alshehri, Jasem A. Albanai
Topics & Concepts
Boosting (machine learning)Random forestGradient boostingDecision treeGeographic information systemRemote sensingGully erosionBiogeosciencesErosionAlgorithmGeologyHydrology (agriculture)Computer scienceArtificial intelligenceGeomorphologyEarth scienceGeotechnical engineeringSoil erosion and sediment transportFlood Risk Assessment and ManagementHydrology and Watershed Management Studies