Deep learning for hydrometerology and environmental science / Taesam Lee, Vijay P. Singh, Kyung Hwa Cho.
This book provides a step-by-step methodology and derivation of deep learning algorithms as Long Short-Term Memory (LSTM) and Convolution Neural Network (CNN), especially for estimating parameters, with back-propagation as well as examples with real datasets of hydrometeorology (e.g. streamflow and...
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