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A stacked machine learning model for multi-step ahead prediction of lake surface water temperature

Fabio Di Nunno, Senlin Zhu, Mariusz Ptak, Mariusz Sojka, Francesco Granata

2023The Science of The Total Environment77 citationsDOI

Topics & Concepts

HindcastArtificial neural networkMultilayer perceptronHyperparameterPerceptronMachine learningSurface waterComputer scienceArtificial intelligenceEnvironmental scienceMean squared errorVariable (mathematics)StatisticsMathematicsMathematical analysisEnvironmental engineeringHydrological Forecasting Using AIFish Ecology and Management StudiesHydrology and Watershed Management Studies
A stacked machine learning model for multi-step ahead prediction of lake surface water temperature | Litcius