Enhanced multi-step streamflow series forecasting using hybrid signal decomposition and optimized reservoir computing models
José Henrique Kleinübing Larcher, Stéfano Frizzo Stefenon, Leandro dos Santos Coelho, Viviana Cocco Mariani
Topics & Concepts
Computer scienceStreamflowSeries (stratigraphy)DecompositionSIGNAL (programming language)Reservoir computingTime seriesStream flowData miningAlgorithmArtificial intelligenceMachine learningArtificial neural networkGeologyCartographyDrainage basinEcologyProgramming languagePaleontologyRecurrent neural networkGeographyBiologyEnergy Load and Power ForecastingNeural Networks and ApplicationsHydrological Forecasting Using AI