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| Reconstruction of GRACE Total Water Storage Through Automated Machine Learning 期刊论文 Water Resources Research, 2020 作者: Alexander Y. Sun; Bridget R. Scanlon; Himanshu Save; Ashraf Rateb 收藏  |  浏览/下载:8/0  |  提交时间:2020/12/22 |
| 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 |
| Groundwater Withdrawal Prediction Using Integrated Multi‐Temporal Remote Sensing Datasets and Machine Learning 期刊论文 Water Resources Research, 2020 作者: S. Majumdar; R. Smith; J. J. Butler; V. Lakshmi 收藏  |  浏览/下载:5/0  |  提交时间:2020/10/26 |
| Predictive Inverse Model for Advective Heat Transfer in a Short‐circuited Fracture: Dimensional Analysis, Machine Learning, and Field Demonstration 期刊论文 Water Resources Research, 2020 作者: Adam J. Hawkins; Don B. Fox; Donald L. Koch; Matthew W. Becker; Jefferson W. Tester 收藏  |  浏览/下载:6/0  |  提交时间:2020/10/20 |
| Training machine learning surrogate models from a high‐fidelity physics‐based model: Application for real‐time street‐scale flood prediction in an urban coastal community 期刊论文 Water Resources Research, 2020 作者: Faria T. Zahura; Jonathan L. Goodall; Jeffrey M. Sadler; Yawen Shen; Mohamed M. Morsy; Madhur Behl 收藏  |  浏览/下载:5/0  |  提交时间:2020/09/14 |
| A machine‐learning‐based model for water quality in coastal waters, taking dissolved oxygen and hypoxia in Chesapeake Bay as an example 期刊论文 Water Resources Research, 2020 作者: Xin Yu; Jian Shen; Jiabi Du 收藏  |  浏览/下载:7/0  |  提交时间:2020/09/08 |
| Conceptual model of arsenic mobility in the shallow alluvial aquifers near Venice (Italy) elucidated through machine learning and geochemical modeling 期刊论文 Water Resources Research, 2020 作者: Nico Dalla Libera; Daniele Pedretti; Fabio Tateo; Leonardo Mason; Leonardo Piccinini; Paolo Fabbri 收藏  |  浏览/下载:4/0  |  提交时间:2020/08/25 |
| Bootstrap aggregation and cross‐validation methods to reduce overfitting in reservoir control policy search 期刊论文 Water Resources Research, 2020 作者: Zachary P. Brodeur; Jonathan D. Herman; Scott Steinschneider 收藏  |  浏览/下载:7/0  |  提交时间:2020/07/14 |
| Using Unsupervised Machine Learning to Characterize Capillary Flow and Residual Trapping 期刊论文 Water Resources Research, 2020 作者: Hailun Ni; Sally M. Benson 收藏  |  浏览/下载:6/0  |  提交时间:2020/07/06 |
| ETo‐Brazil: A daily gridded reference evapotranspiration dataset for Brazil (2000 – 2018) 期刊论文 Water Resources Research, 2020 作者: Daniel Althoff; Santos Henrique Brant Dias; Roberto Filgueiras; Lineu Neiva Rodrigues 收藏  |  浏览/下载:0/0  |  提交时间:2020/06/22 |