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Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 11344-11354
作者:  Kratzert, Frederik;  Klotz, Daniel;  Herrnegger, Mathew;  Sampson, Alden K.;  Hochreiter, Sepp;  Nearing, Grey S.
收藏  |  浏览/下载：8/0  |  提交时间：2020/02/16
prediction in ungauged basins  machine learning  CAMELS  LSTM  
Information Theory for Model Diagnostics: Structural Error is Indicated Trade-Off Between Functional and Predictive Performance 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (8) : 6534-6554
作者:  Ruddell, Benjamin L.;  Drewry, Darren T.;  Nearing, Grey S.
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
Quantifying Process Connectivity With Transfer Entropy in Hydrologic Models 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (6) : 4613-4629
作者:  Bennett, Andrew;  Nijssen, Bart;  Ou, Gengxin;  Clark, Martyn;  Nearing, Grey
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/26
transfer entropy  process network  model intercomparison