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What Role Does Hydrological Science Play in the Age of Machine Learning? 期刊论文
Water Resources Research, 2020
作者:  Grey S. Nearing;  Frederik Kratzert;  Alden Keefe Sampson;  Craig S. Pelissier;  Daniel Klotz;  Jonathan M. Frame;  Cristina Prieto;  Hoshin V. Gupta
收藏  |  浏览/下载：6/0  |  提交时间：2020/11/20
Using Deep Learning to Improve Ensemble Smoother: Applications to Subsurface Characterization 期刊论文
Water Resources Research, 2020
作者:  Jiangjiang Zhang;  Qiang Zheng;  Laosheng Wu;  Lingzao Zeng
收藏  |  浏览/下载：4/0  |  提交时间：2020/10/26
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：9/0  |  提交时间：2020/07/06
Deep Learning for an improved prediction of rainfall retrievals from commercial microwave links 期刊论文
Water Resources Research, 2020
作者:  Jayaram Pudashine;  Adrien Guyot;  Francois Petitjean;  Valentijn R. N. Pauwels;  Remko Uijlenhoet;  Alan Seed;  Mahesh Prakash;  Jeffrey P. Walker
收藏  |  浏览/下载：6/0  |  提交时间：2020/06/01