Enhanced streamflow prediction using SWAT’s influential parameters: a comparative analysis of PCA-MLR and XGBoost models
R. Yamini Priya, R. Manjula
Topics & Concepts
StreamflowMean squared errorCategorical variablePrincipal component analysisSWAT modelSoil and Water Assessment ToolLinear regressionMathematicsGradient boostingCalibrationStatisticsEnvironmental scienceRandom forestComputer scienceDrainage basinArtificial intelligenceMachine learningGeographyCartographyWatershedHydrology and Watershed Management StudiesHydrological Forecasting Using AIFlood Risk Assessment and Management