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| tEvaluation and comparison of precipitation estimates and hydrologic utility of CHIRPS, TRMM 3B42 V7 and PERSIANN-CDR products in various climate regimes 期刊论文 Atmospheric Research, 2021 作者: Yuefen Zhang, Chuanhao Wu, Pat J.-F. Yeh, Jianzhu Li, ... Changhyun Jun
![](/C666/themes/default/image/downing1.png) 收藏  |  浏览/下载:12/0  |  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
![](/C666/themes/default/image/downing1.png) 收藏  |  浏览/下载:10/0  |  提交时间:2021/07/27 |
| Addressing the human cost in a changing climate 期刊论文 Science, 2021 作者: Bina Desai; David N. Bresch; Christelle Cazabat; Stefan Hochrainer-Stigler; Reinhard Mechler; Sylvain Ponserre; Jacob Schewe
![](/C666/themes/default/image/downing1.png) 收藏  |  浏览/下载:26/0  |  提交时间:2021/06/24 |
| River basins on the edge of change 期刊论文 Science, 2021 作者: Flavia Tauro
![](/C666/themes/default/image/downing1.png) 收藏  |  浏览/下载:38/0  |  提交时间:2021/05/21 |
| Physics‐informed neural networks with monotonicity constraints for Richardson‐Richards equation: Estimation of constitutive relationships and soil water flux density from volumetric water content measurements 期刊论文 Water Resources Research, 2020 作者: Toshiyuki Bandai; Teamrat A. Ghezzehei
![](/C666/themes/default/image/downing1.png) 收藏  |  浏览/下载:10/0  |  提交时间:2020/12/28 |
| 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
![](/C666/themes/default/image/downing1.png) 收藏  |  浏览/下载:9/0  |  提交时间:2020/11/20 |
| Challenges in Applying Machine Learning Models for Hydrological Inference: A Case Study for Flooding Events Across Germany 期刊论文 WATER RESOURCES RESEARCH, 2020, 56 (5) 作者: Schmidt, Lennart; Hesse, Falk; Attinger, Sabine; Kumar, Rohini
![](/C666/themes/default/image/downing1.png) 收藏  |  浏览/下载:7/0  |  提交时间:2020/05/13 machine learning inference floods |
| Reconstruction of GRACE Data on Changes in Total Water Storage Over the Global Land Surface and 60 Basins 期刊论文 WATER RESOURCES RESEARCH, 2020, 56 (4) 作者: Sun, Zhangli; Long, Di; Yang, Wenting; Li, Xueying; Pan, Yun
![](/C666/themes/default/image/downing1.png) 收藏  |  浏览/下载:16/0  |  提交时间:2020/07/02 GRACE spherical harmonics mascons machine learning data gaps reconstruction |
| Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning 期刊论文 WATER RESOURCES RESEARCH, 2019, 55 (12) : 11344-11354 作者: Kratzert, Frederik; Klotz, Daniel; Herrnegger, Mathew; Sampson, Alden K.; Hochreiter, Sepp; Nearing, Grey S.
![](/C666/themes/default/image/downing1.png) 收藏  |  浏览/下载:8/0  |  提交时间:2020/02/16 prediction in ungauged basins machine learning CAMELS LSTM |
| Assessing the Feasibility of Satellite-Based Thresholds for Hydrologically Driven Landsliding 期刊论文 WATER RESOURCES RESEARCH, 2019 作者: Thomas, Matthew A.; Collins, Brian D.; Mirus, Benjamin B.
![](/C666/themes/default/image/downing1.png) 收藏  |  浏览/下载:11/0  |  提交时间:2020/02/16 hillslope hydrology in situ monitoring remote sensing landslides thresholds |