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Machine learning-based groundwater potential mapping and factor analysis in tropical lateritic terrains using self-organizing maps and random forest

Ajayakumar Appukuttan, Rajesh Reghunath

2025Environmental Monitoring and Assessment6 citationsDOI

Topics & Concepts

GroundwaterGroundwater rechargeWater tableAquiferHydrology (agriculture)TerrainEnvironmental scienceWater resource managementDrainage densityGeospatial analysisGeologyResource (disambiguation)LineamentHydrogeologyEvapotranspirationWater resourcesGeographic information systemGroundwater modelWater balanceSustainable yieldDrainage basinClimate changeDrainageSustainable managementSustainable forest managementLand coverRandom forestTable (database)AgricultureTopographic Wetness IndexGroundwater and Watershed AnalysisGroundwater and Isotope GeochemistryGeophysical and Geoelectrical Methods
Machine learning-based groundwater potential mapping and factor analysis in tropical lateritic terrains using self-organizing maps and random forest | Litcius