Sequence-based statistical downscaling and its application to hydrologic simulations based on machine learning and big data
Qingrui Wang, Jing Huang, Ruimin Liu, Cong Men, Lijia Guo, Yuexi Miao, Lijun Jiao, Yifan Wang, Muhammad Shoaib, Xinghui Xia
Topics & Concepts
DownscalingRecurrent neural networkPrecipitationEvapotranspirationComputer scienceSoil and Water Assessment ToolEnvironmental scienceArtificial neural networkClimatologyArtificial intelligenceMachine learningMeteorologyStreamflowGeologyBiologyDrainage basinEcologyCartographyPhysicsGeographyClimate change and permafrostHydrology and Watershed Management StudiesSoil Moisture and Remote Sensing