|
已选(0)清除
条数/页： 排序方式： |
| 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
  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
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
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
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
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
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
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
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.
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.
收藏 | 浏览/下载：11/0 | 提交时间：2020/02/16
hillslope hydrology in situ monitoring remote sensing landslides thresholds |
