Mapping Ground Water Potential Using Machine Learning Models in Semi-arid Region of Bundelkhand, India: A Comparative Evaluation
Pavan Kumar, Megha Paul, Manmohan Dobriyal, Riaz Ali, Pankaj Lavania, Garima Gupta, Manish Srivastav, Arfan Arshad
Topics & Concepts
Topographic Wetness IndexNormalized Difference Vegetation IndexMachine learningMulticollinearityDecision treeRandom forestGroundwaterSupport vector machineArtificial intelligenceGroundwater rechargeLasso (programming language)Artificial neural networkData miningRemote sensingHydrogeologyPopulationLand coverGeographic information systemFeature selectionWater resourcesComputer scienceEnvironmental scienceGeospatial analysisData setHydrology (agriculture)Linear regressionPredictive modellingShuttle Radar Topography MissionGroundwater modelDecision support systemSatellite imageryGroundwater and Watershed AnalysisFlood Risk Assessment and ManagementHydrology and Watershed Management Studies