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Satellite Gravimetry Improves Seasonal Streamflow Forecast Initialization in Africa 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Getirana, Augusto;  Jung, Hahn Chul;  Arsenault, Kristi;  Shukla, Shraddhanand;  Kumar, Sujay;  Peters-Lidard, Christa;  Maigari, Issoufou;  Mamane, Bako
收藏  |  浏览/下载:12/0  |  提交时间:2020/07/02
seasonal forecast  GRACE  data assimilation  terrestrial water storage  streawmflow  West Africa  
Assimilating GRACE Into a Land Surface Model in the Presence of an Irrigation-Induced Groundwater Trend 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 11274-11294
作者:  Nie, Wanshu;  Zaitchik, Benjamin F.;  Rodell, Matthew;  Kumar, Sujay V.;  Arsenault, Kristi R.;  Li, Bailing;  Getirana, Augusto
收藏  |  浏览/下载:16/0  |  提交时间:2020/02/16
GRACE TWS  data assimilation  irrigation  groundwater withdrawal  water and energy fluxes  High Plains Aquifer  
Trends and Interannual Variability in Terrestrial Water Storage Over the Eastern United States, 2003-2016 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (3) : 1928-1950
作者:  Cao, Qian;  Clark, Elizabeth A.;  Mao, Yixin;  Lettenmaier, Dennis P.
收藏  |  浏览/下载:7/0  |  提交时间:2019/11/26
terrestrial water storage  interannual variability  land surface model  groundwater storage  
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  
Performance of Different Ensemble Kalman Filter Structures to Assimilate GRACE Terrestrial Water Storage Estimates Into a High-Resolution Hydrological Model: A Synthetic Study 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (11) : 8931-8951
作者:  Shokri, Ashkan;  Walker, Jeffrey P.;  van Dijk, Albert I. J. M.;  Pauwels, Valentijn R. N.
收藏  |  浏览/下载:10/0  |  提交时间:2019/04/09
EnKF  GRACE  TWS  hydrological modeling  
In Situ and GRACE-Based Groundwater Observations: Similarities, Discrepancies, and Evaluation in the High Plains Aquifer in Kansas 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (10) : 8034-8044
作者:  Brookfield, A. E.;  Hill, M. C.;  Rodell, M.;  Loomis, B. D.;  Stotler, R. L.;  Porter, M. E.;  Bohling, G. C.
收藏  |  浏览/下载:0/0  |  提交时间:2019/04/09
Groundwater Withdrawals Under Drought: Reconciling GRACE and Land Surface Models in the United States High Plains Aquifer 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (8) : 5282-5299
作者:  Nie, Wanshu;  Zaitchik, Benjamin F.;  Rodell, Matthew;  Kumar, Sujay V.;  Anderson, Martha C.;  Hain, Christopher
收藏  |  浏览/下载:9/0  |  提交时间:2019/04/09
groundwater  withdrawals  irrigation  GRACE  drought  High Plains Aquifer  
Nonparametric Data Assimilation Scheme for Land Hydrological Applications 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (7) : 4946-4964
作者:  Khaki, M.;  Hamilton, F.;  Forootan, E.;  Hoteit, I.;  Awange, J.;  Kuhn, M.
收藏  |  浏览/下载:0/0  |  提交时间:2019/04/09
nonparametric filtering  data assimilation  Kalman-Takens  adaptive unscented Kalman filtering (AUKF)  hydrological modeling  
Accuracy of Snow Water Equivalent Estimated From GPS Vertical Displacements: A Synthetic Loading Case Study for Western US Mountains 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (1) : 581-599
作者:  Enzminger, Thomas L.;  Small, Eric E.;  Borsa, Adrian A.
收藏  |  浏览/下载:8/0  |  提交时间:2019/04/09
Glacier melt buffers river runoff in the Pamir Mountains 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (3)
作者:  Pohl, Eric;  Gloaguen, Richard;  Andermann, Christoff;  Knoche, Malte
收藏  |  浏览/下载:3/0  |  提交时间:2019/04/09
model upscaling  remote sensing  glacier mass balance  water sustainability  Central Asia