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Silang Nimai

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Enhancing Runoff Simulation Using BTOP-LSTM Hybrid Model in the Shinano River Basin

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By Yufeng Ren, Tianqi Ao, Li Zhou Verified, Silang Nimai
| MDPI
3.5. Model Design In the simulation of the BTOP model, the calibration and validation periods were designated as 2002–2008 and 2009–2011, respectively. In the simulation of LSTM, 2002–2007 was chosen as the training period, 2008 was chosen as the validation period (to verify the rationality of model hyperparameters), and 2009–2011 was chosen as the testing period. All models employed equal lengths of training periods, and their performance comparison occurred during the same testing period.
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