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Machine Learning-based Downscaling of Hydrological parameters

September 2018 - Present

A leading study in the application of Artificial Neural Network and Deep Learning to Downsample (improve the spatial resolution of) Storage Coefficients and Storage Changes. 

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Visualization of ANN model for downscaling Storage Coefficients based on the input data carefully chosen 

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ANNed.png

(a) Before applying the ANN (b) After applying the ANN

Correlation between observed and modeled data

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