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| Predicting Playa Inundation Using a Long Short-Term Memory Neural Network 期刊论文 Water Resources Research, 2021 作者: Kylen Solvik; Anne M. Bartuszevige; Meghan Bogaerts; Maxwell B. Joseph
![](/C666/themes/default/image/downing1.png) 收藏  |  浏览/下载:8/0  |  提交时间:2021/11/15 |
| 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
![](/C666/themes/default/image/downing1.png) 收藏  |  浏览/下载:18/0  |  提交时间:2021/11/15 |
| Bayesian LSTM with Stochastic Variational Inference for Estimating Model Uncertainty in Process-based Hydrological Models 期刊论文 Water Resources Research, 2021 作者: Dayang Li; Lucy Marshall; Zhongmin Liang; Ashish Sharma; Yan Zhou
![](/C666/themes/default/image/downing1.png) 收藏  |  浏览/下载:14/0  |  提交时间:2021/09/14 |
| 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
![](/C666/themes/default/image/downing1.png) 收藏  |  浏览/下载:17/0  |  提交时间:2021/04/06 |
| Forecasting abrupt depletion of dissolved oxygen in urban streams using discontinuously measured hourly time‐series data 期刊论文 Water Resources Research, 2021 作者: Young Woo Kim; TaeHo Kim; Jihoon Shin; ByeongGeon Go; Mokyoung Lee; JinHyo Lee; Jayong Koo; Kyung Hwa Cho; YoonKyung Cha
![](/C666/themes/default/image/downing1.png) 收藏  |  浏览/下载:5/0  |  提交时间:2021/04/06 |
| Observation‐constrained projection of global flood magnitudes with anthropogenic warming 期刊论文 Water Resources Research, 2021 作者: Wenbin Liu; Tao Yang; Fubao Sun; Hong Wang; Yao Feng; Muye Du
![](/C666/themes/default/image/downing1.png) 收藏  |  浏览/下载:11/0  |  提交时间:2021/02/17 |
| 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 |
| 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
![](/C666/themes/default/image/downing1.png) 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
![](/C666/themes/default/image/downing1.png) 收藏  |  浏览/下载:6/0  |  提交时间:2020/06/01 |
| The utility of information flow in formulating discharge forecast models: a case study from an arid snow‐dominated catchment 期刊论文 Water Resources Research, 2020 作者: Christopher Tennant; Laurel Larsen; Dino Bellugi; Edom Moges; Liang Zhang; Hongxu Ma
![](/C666/themes/default/image/downing1.png) 收藏  |  浏览/下载:2/0  |  提交时间:2020/05/13 |