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A surrogate modeling method for distributed land surface hydrological models based on deep learning

Ruochen Sun, Baoxiang Pan, Qingyun Duan

2023Journal of Hydrology32 citationsDOI

Topics & Concepts

Autoregressive modelComputer scienceSurrogate modelDeep learningConvolutional neural networkArtificial neural networkArtificial intelligenceMean squared errorData miningPattern recognition (psychology)Machine learningStatisticsMathematicsHydrology and Watershed Management StudiesHydrological Forecasting Using AISoil Moisture and Remote Sensing
A surrogate modeling method for distributed land surface hydrological models based on deep learning | Litcius