High temporal resolution rainfall–runoff modeling using long-short-term-memory (LSTM) networks
Wei Li, Amin Kiaghadi, Clint Dawson
Topics & Concepts
Computer scienceArtificial neural networkConsistency (knowledge bases)Flood mythHydrological modellingWatershedChannel (broadcasting)PrecipitationData miningNetwork modelData modelingAtmospheric modelTemporal resolutionApproximation errorEmpirical modellingMachine learningDischargeAlgorithmFlood forecastingNumerical modelsEnvironmental scienceMeteorologyData consistencySimulation modelingRecurrent neural networkComputational Science and EngineeringHydrological Forecasting Using AIFlood Risk Assessment and ManagementHydrology and Watershed Management Studies