Improving LSTM hydrological modeling with spatiotemporal deep learning and multi-task learning: A case study of three mountainous areas on the Tibetan Plateau
Bu Li, Ruidong Li, Ting Sun, Aofan Gong, Fuqiang Tian, Mohd Yawar Ali Khan, Guangheng Ni
Topics & Concepts
Computer scienceConvolutional neural networkArtificial intelligenceDeep learningPlateau (mathematics)Task (project management)Artificial neural networkPrecipitationSurface runoffMachine learningPattern recognition (psychology)MeteorologyMathematicsManagementEcologyBiologyMathematical analysisPhysicsEconomicsHydrology and Watershed Management StudiesHydrological Forecasting Using AIFlood Risk Assessment and Management