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Human intervention will stabilize groundwater storage across the North China Plain 期刊论文
Water Resources Research, 2022
作者:  Wenting Yang;  Di Long;  Bridget R. Scanlon;  Peter Burek;  Caijin Zhang;  Zhongying Han;  James J. Butler;  Yun Pan;  Xiaohui Lei;  Yoshihide Wada
收藏  |  浏览/下载:10/0  |  提交时间:2022/02/16
Role of Groundwater in Sustaining Northern Himalayan Rivers 期刊论文
Geophysical Research Letters, 2021
作者:  Yingying Yao;  Chunmiao Zheng;  Charles B. Andrews;  Bridget R. Scanlon;  Xingxing Kuang;  Zhenzhong Zeng;  Su‐;  jong Jeong;  Michele Lancia;  Yiping Wu;  Guoshuai Li
收藏  |  浏览/下载:9/0  |  提交时间:2021/05/14
Reconstruction of GRACE Total Water Storage Through Automated Machine Learning 期刊论文
Water Resources Research, 2020
作者:  Alexander Y. Sun;  Bridget R. Scanlon;  Himanshu Save;  Ashraf Rateb
收藏  |  浏览/下载:8/0  |  提交时间:2020/12/22
Comparison of Groundwater Storage Changes from GRACE Satellites with Monitoring and Modeling of Major U.S. Aquifers 期刊论文
Water Resources Research, 2020
作者:  Ashraf Rateb;  Bridget R. Scanlon;  Donald R. Pool;  Alexander Sun;  Zizhan Zhang;  Jianli Chen;  Brian Clark;  Claudia C. Faunt;  Connor J. Haugh;  Mary Hill;  Christopher Hobza;  Virginia L. McGuire;  Meredith Reitz;  Hannes Mü;  ller Schmied;  Edwin H. Sutanudjaja;  Sean Swenson;  David Wiese;  Youlong Xia;  Wesley Zell
收藏  |  浏览/下载:10/0  |  提交时间:2020/11/09
Basin‐scale river runoff estimation from GRACE gravity satellites, climate models and in situ observations: a case study in the Amazon basin 期刊论文
Water Resources Research, 2020
作者:  Jianli Chen;  Byron Tapley;  Matt Rodell;  Ki‐;  Weon Seo;  Clark Wilson;  Bridget R. Scanlon;  Yadu Pokhrel
收藏  |  浏览/下载:5/0  |  提交时间:2020/10/12
South-to-North Water Diversion stabilizing Beijing鈥檚 groundwater levels 期刊论文
Nature Communications, 2020
作者:  Di Long;  Wenting Yang;  Bridget R. Scanlon;  Jianshi Zhao;  Dagen Liu;  Peter Burek;  Yun Pan;  Liangzhi You;  Yoshihide Wada
收藏  |  浏览/下载:15/0  |  提交时间:2020/08/09
Evapotranspiration Estimation for Tibetan Plateau Headwaters Using Conjoint Terrestrial and Atmospheric Water Balances and Multisource Remote Sensing 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Li, Xueying;  Long, Di;  Han, Zhongying;  Scanlon, Bridget R.;  Sun, Zhangli;  Han, Pengfei;  Hou, Aizhong
收藏  |  浏览/下载:5/0  |  提交时间:2020/02/16
evapotranspiration  multisource remote sensing  terrestrial and atmospheric water balances  Tibetan Plateau  
How can Big Data and machine learning benefit environment and water management: a survey of methods, applications, and future directions 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (7)
作者:  Sun, Alexander Y.;  Scanlon, Bridget R.
收藏  |  浏览/下载:8/0  |  提交时间:2019/11/27
machine learning  deep learning  predictive analytics  artificial intelligence  environmental management  big Data  remote sensing  
How much water can be captured from flood flows to store in depleted aquifers for mitigating floods and droughts? A case study from Texas, US 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (5)
作者:  Yang, Qian;  Scanlon, Bridget R.
收藏  |  浏览/下载:4/0  |  提交时间:2019/11/26
flood mitigation  high magnitude flows  environmental flows  drought mitigation  water right appropriations  Texas Gulf region  depleted aquifer  
Combining Physically Based Modeling and Deep Learning for Fusing GRACE Satellite Data: Can We Learn From Mismatch? 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (2) : 1179-1195
作者:  Sun, Alexander Y.;  Scanlon, Bridget R.;  Zhang, Zizhan;  Walling, David;  Bhanja, Soumendra N.;  Mukherjee, Abhijit;  Zhong, Zhi
收藏  |  浏览/下载:16/0  |  提交时间:2019/11/26
deep learning  GRACE  GLDAS  Unet  transfer learning  CNN