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| Application of nonlinear time series and machine learning algorithms for forecasting groundwater flooding in a lowland karst area 期刊论文 Water Resources Research, 2022 作者: Bidroha Basu; Patrick Morrissey; Laurence W. Gill 收藏  |  浏览/下载:8/0  |  提交时间:2022/02/16 |
| Explore Spatio-Temporal Learning of Large Sample Hydrology Using Graph Neural Networks 期刊论文 Water Resources Research, 2021 作者: Alexander Y. Sun; Peishi Jiang; Maruti K. Mudunuru; Xingyuan Chen 收藏  |  浏览/下载:17/0  |  提交时间:2021/11/15 |
| Automatic Quality Control of Crowdsourced Rainfall Data with Multiple Noises: A Machine Learning Approach 期刊论文 Water Resources Research, 2021 作者: Geng Niu; Pan Yang; Yi Zheng; Ximing Cai; Huapeng Qin 收藏  |  浏览/下载:13/0  |  提交时间:2021/11/15 |
| Application of Deep Learning for Imaging-based Stream Gaging 期刊论文 Water Resources Research, 2021 作者: Ryan L. Vanden Boomen; Zeyun Yu; Qian Liao 收藏  |  浏览/下载:11/0  |  提交时间:2021/10/22 |
| Integrating process-based reactive transport modeling and machine learning for electrokinetic remediation of contaminated groundwater 期刊论文 Water Resources Research, 2021 作者: R. Sprocati; M. Rolle 收藏  |  浏览/下载:6/0  |  提交时间:2021/08/10 |
| Reliability Assessment of Machine Learning Models in Hydrological Predictions through Metamorphic Testing 期刊论文 Water Resources Research, 2021 作者: Y. Yang; T. F. M. Chui 收藏  |  浏览/下载:9/0  |  提交时间:2021/08/10 |
| Robust meteorological drought prediction using antecedent SST fluctuations and machine learning 期刊论文 Water Resources Research, 2021 作者: Jun Li; Zhaoli Wang; Xushu Wu; Chong-Yu Xu; Shenglian Guo; Xiaohong Chen; Zhenxing Zhang 收藏  |  浏览/下载:10/0  |  提交时间:2021/07/27 |
| Improving Snow Estimates Through Assimilation of MODIS Fractional Snow Cover Data Using Machine Learning Algorithms and the Common Land Model 期刊论文 Water Resources Research, 2021 作者: Jinliang Hou; Chunlin Huang; Weijing Chen; Ying Zhang 收藏  |  浏览/下载:7/0  |  提交时间:2021/07/27 |
| Understanding the Information Content in the Hierarchy of Model Development Decisions: Learning from data 期刊论文 Water Resources Research, 2021 作者: Shervan Gharari; Hoshin V. Gupta; Martyn P. Clark; Markus Hrachowitz; Fabrizio Fenicia; Patrick Matgen; Hubert H. G. Savenije 收藏  |  浏览/下载:19/0  |  提交时间:2021/05/14 |
| 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:17/0  |  提交时间:2021/04/06 |