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Application, interpretability and prediction of machine learning method combined with LSTM and LightGBM-a case study for runoff simulation in an arid area

Lekang Bian, Xueer Qin, Chenglong Zhang, Ping Guo, Hui Wu

2023Journal of Hydrology117 citationsDOI

Topics & Concepts

InterpretabilityMean squared errorComputer scienceSurface runoffMachine learningArtificial intelligenceRandom forestFeature (linguistics)Data miningStatisticsMathematicsPhilosophyEcologyLinguisticsBiologyHydrology and Watershed Management StudiesHydrological Forecasting Using AIFlood Risk Assessment and Management
Application, interpretability and prediction of machine learning method combined with LSTM and LightGBM-a case study for runoff simulation in an arid area | Litcius