Physics-guided deep learning for rainfall-runoff modeling by considering extreme events and monotonic relationships
Kang Xie, Pan Liu, Jianyun Zhang, Dongyang Han, Guoqing Wang, Chaopeng Shen
Topics & Concepts
Surface runoffFlood mythComputer scienceMonotonic functionArtificial intelligenceStreamflowDeep learningMachine learningSample (material)Environmental scienceClimatologyDrainage basinMeteorologyMathematicsGeologyEcologyCartographyTheologyChemistryChromatographyPhysicsGeographyBiologyMathematical analysisPhilosophyHydrology and Watershed Management StudiesHydrological Forecasting Using AIFlood Risk Assessment and Management