High-resolution agricultural drought hazard mapping using the potential of geospatial data and machine learning approaches
Ujjal Senapati, Aman Srivastava, Rajib Maity
Topics & Concepts
Geospatial analysisSupport vector machineMachine learningRandom forestArtificial neural networkAgricultureEnvironmental scienceArtificial intelligenceComputer scienceGeomaticsHazardDrainage basinMean squared errorWarning systemAgricultural engineeringFood securityRegressionHydrology (agriculture)LivelihoodExtreme learning machineSoil and Water Assessment ToolPrecision agricultureData miningDecision treeWater resourcesNatural hazardPoint (geometry)OverfittingHydrology and Drought AnalysisRemote Sensing in AgricultureFlood Risk Assessment and Management