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From calibration to parameter learning: Harnessing the scaling effects of big data in geoscientific modeling 期刊论文
Nature Communications, 2021
作者:  Tsai, Wen-Ping;  Feng, Dapeng;  Pan, Ming;  Beck, Hylke;  Lawson, Kathryn;  Yang, Yuan;  Liu, Jiangtao;  Shen, Chaopeng
收藏  |  浏览/下载：57/0  |  提交时间：2021/10/22
Mitigating prediction error of deep learning streamflow models in large data-sparse regions with ensemble modeling and soft data 期刊论文
Geophysical Research Letters, 2021
作者:  Dapeng Feng;  Kathryn Lawson;  Chaopeng Shen
收藏  |  浏览/下载：32/0  |  提交时间：2021/07/27
Transferring hydrologic data across continents ‐‐ leveraging data‐rich regions to improve hydrologic prediction in data‐sparse regions 期刊论文
Water Resources Research, 2021
作者:  Kai Ma;  Dapeng Feng;  Kathryn Lawson;  Wen‐;  Ping Tsai;  Chuan Liang;  Xiaorong Huang;  Ashutosh Sharma;  Chaopeng Shen
收藏  |  浏览/下载：48/0  |  提交时间：2021/04/06
Enhancing streamflow forecast and extracting insights using long‐short term memory networks with data integration at continental scales 期刊论文
Water Resources Research, 2020
作者:  Dapeng Feng;  Kuai Fang;  Chaopeng Shen
收藏  |  浏览/下载：25/0  |  提交时间：2020/07/06