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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  
The food-energy-water nexus: Transforming science for society 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (5)
作者:  Scanlon, Bridget R.;  Ruddell, Ben L.;  Reed, Patrick M.;  Hook, Ruth I.;  Zheng, Chunmiao;  Tidwell, Vince C.;  Siebert, Stefan
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
food energy water nexus  food security  water energy nexus  water scarcity  food scarcity  
A new drought index that considers the joint effects of climate and land surface change 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (4)
作者:  Liu, Meixian;  Xu, Xianli;  Xu, Chaohao;  Sun, Alexander Y.;  Wang, Kelin;  Scanlon, Bridget R.;  Zhang, Lu
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09