Evaluating the usage of tree-based ensemble methods in groundwater spring potential mapping
Wei Chen, Xia Zhao, Paraskevas Tsangaratos, Himan Shahabi, Ioanna Ilia, Weifeng Xue, Xiaojing Wang, Baharin Bin Ahmad
Topics & Concepts
Topographic Wetness IndexGroundwaterEnvironmental scienceC4.5 algorithmElevation (ballistics)Hydrology (agriculture)Stream powerLand coverSpring (device)Land useGeologyComputer scienceMathematicsErosionRemote sensingDigital elevation modelSupport vector machineMachine learningEcologyBiologyMechanical engineeringGeotechnical engineeringNaive Bayes classifierGeometryEngineeringPaleontologyGroundwater and Watershed AnalysisHydrology and Watershed Management StudiesFlood Risk Assessment and Management