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A multi-source data-driven model of lake water level based on variational modal decomposition and external factors with optimized bi-directional long short-term memory neural network

Rui Tan, Yuan Hu, Zhaocai Wang

2023Environmental Modelling & Software38 citationsDOI

Topics & Concepts

Water levelHyperparameterModalArtificial neural networkEnvironmental scienceComputer scienceTerm (time)DecompositionMultivariate statisticsMachine learningEcologyGeographyCartographyBiologyPolymer chemistryQuantum mechanicsChemistryPhysicsHydrological Forecasting Using AIEnergy Load and Power ForecastingHydrology and Watershed Management Studies
A multi-source data-driven model of lake water level based on variational modal decomposition and external factors with optimized bi-directional long short-term memory neural network | Litcius