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Impact of training data size on the LSTM performances for rainfall–runoff modeling

Tayeb Boulmaiz, Mawloud Guermoui, Hamouda Boutaghane

2020Modeling Earth Systems and Environment82 citationsDOI

Topics & Concepts

Deep learningSurface runoffTraining (meteorology)Computer scienceArtificial neural networkArtificial intelligenceTest dataMachine learningData miningStatisticsMeteorologyMathematicsGeographyProgramming languageBiologyEcologyHydrology and Watershed Management StudiesHydrological Forecasting Using AIFlood Risk Assessment and Management
Impact of training data size on the LSTM performances for rainfall–runoff modeling | Litcius