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| 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 |
| Prediction of Streamflow Recession Curves in Gauged and Ungauged basins 期刊论文
Water Resources Research, 2021
作者: Shailesh Kumar Singh; George A. Griffiths
收藏 | 浏览/下载：12/0 | 提交时间：2021/11/15 |
| 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
收藏 | 浏览/下载：10/0 | 提交时间：2021/07/27 |
| Constraining Remote River Discharge Estimation Using Reach‐Scale Geomorphology 期刊论文
Water Resources Research, 2020
作者: C. B. Brinkerhoff; C. J. Gleason; D. Feng; P. Lin
收藏 | 浏览/下载：8/0 | 提交时间：2020/10/26 |
| More accurate modelling of climate change impacts on water resources 新闻
来源平台：EurekAlert. 发布日期：2020
作者: admin
收藏 | 浏览/下载：7/0 | 提交时间：2020/10/12 |
| Predictive modelling of envelope flood extents using geomorphic and climatic‐hydrologic catchment characteristics 期刊论文
Water Resources Research, 2020
作者: R. Tavares da Costa; S. Zanardo; S. Bagli; A. G. J. Hilberts; S. Manfreda; C. Samela; A. Castellarin
收藏 | 浏览/下载：5/0 | 提交时间：2020/08/18 |
| Improving AI System Awareness of Geoscience Knowledge: Symbiotic Integration of Physical Approaches and Deep Learning 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (13)
作者: Jiang, Shijie; Zheng, Yi; Solomatine, Dimitri
收藏 | 浏览/下载：13/0 | 提交时间：2020/06/16
artificial intelligence deep learning Earth science geosystem dynamics hydrology predictions in ungauged basins |
| 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.
收藏 | 浏览/下载：8/0 | 提交时间：2020/02/16
prediction in ungauged basins machine learning CAMELS LSTM |
| Advances in Quantifying Streamflow Variability Across Continental Scales: 1. Identifying Natural and Anthropogenic Controlling Factors in the USA Using a Spatially Explicit Modeling Method 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 10893-10917
作者: Alexander, Richard B.; Schwarz, Gregory E.; Boyer, Elizabeth W.
收藏 | 浏览/下载：5/0 | 提交时间：2020/02/16 |
| Copula Theory as a Generalized Framework for Flow-Duration Curve Based Streamflow Estimates in Ungaged and Partially Gaged Catchments 期刊论文
WATER RESOURCES RESEARCH, 2019
作者: Worland, Scott. C.; Steinschneider, Scott; Farmer, William; Asquith, William; Knight, Rodney
收藏 | 浏览/下载：7/0 | 提交时间：2020/02/16
copulas flow-duration curves streamflow estimation QPPQ regionalization PUB |
