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A novel framework for peak flow estimation in the himalayan river basin by integrating SWAT model with machine learning based approach

Saran Raaj, Vivek Gupta, Vishal Singh, Derick P. Shukla

2023Earth Science Informatics25 citationsDOI

Topics & Concepts

StreamflowMean squared errorSoil and Water Assessment ToolComputer scienceRegressionGradient boostingSWAT modelMultilayer perceptronHydrological modellingMachine learningRandom forestHydrology (agriculture)Artificial intelligenceStatisticsMathematicsDrainage basinArtificial neural networkGeologyGeographyClimatologyCartographyWatershedGeotechnical engineeringHydrology and Watershed Management StudiesHydrological Forecasting Using AIFlood Risk Assessment and Management
A novel framework for peak flow estimation in the himalayan river basin by integrating SWAT model with machine learning based approach | Litcius