A hybrid framework for forecasting monthly reservoir inflow based on machine learning techniques with dynamic climate forecasts, satellite-based data, and climate phenomenon information
Di Tian, Xiaogang He, Puneet Srivastava, Latif Kalin
Topics & Concepts
InflowGradient boostingEnvironmental scienceWater resourcesHydrological modellingClimatologyClimate changeMeteorologyRandom forestHydrology (agriculture)Computer scienceMachine learningGeologyGeographyOceanographyBiologyGeotechnical engineeringEcologyHydrological Forecasting Using AIHydrology and Watershed Management StudiesFlood Risk Assessment and Management