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| Evaluating the potential and challenges of an uncertainty quantification method for long short‐term memory models for soil moisture predictions 期刊论文 Water Resources Research, 2020 作者: Kuai Fang; Daniel Kifer; Kathryn Lawson; Chaopeng Shen
 收藏  |  浏览/下载:17/0  |  提交时间:2020/11/20 |
| 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:16/0  |  提交时间:2020/07/06 |
| Prolongation of SMAP to Spatiotemporally Seamless Coverage of Continental US Using a Deep Learning Neural Network 期刊论文 GEOPHYSICAL RESEARCH LETTERS, 2017, 44 (21) 作者: Fang, Kuai; Shen, Chaopeng; Kifer, Daniel; Yang, Xiao
 收藏  |  浏览/下载:12/0  |  提交时间:2019/04/09 SMAP deep learning LSTM soil moisture hindcasting remote sensing |
| Full-flow-regime storage-streamflow correlation patterns provide insights into hydrologic functioning over the continental US 期刊论文 WATER RESOURCES RESEARCH, 2017, 53 (9) 作者: Fang, Kuai; Shen, Chaopeng
 收藏  |  浏览/下载:12/0  |  提交时间:2019/04/09 storage-streamflow relationship base flow GRACE hydrologic signature catchment classification hydrologic machine learning |