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Simulating Flood-Induced Riverbed Transience Using Unmanned Aerial Vehicles, Physically Based Hydrological Modeling, and the Ensemble Kalman Filter 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (11) : 9342-9363
作者:  Tang, Qi;  Schilling, Oliver S.;  Kurtz, Wolfgang;  Brunner, Philip;  Vereecken, Harry;  Franssen, Harrie-Jan Hendricks
收藏  |  浏览/下载：10/0  |  提交时间：2019/04/09
data assimilation  ensemble Kalman filter  riverbed heterogeneity  fully coupled surface water-groundwater interactions  UAV  HydroGeoSphere  
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  
Estimating Snow Mass in North America Through Assimilation of Advanced Microwave Scanning Radiometer Brightness Temperature Observations Using the Catchment Land Surface Model and Support Vector Machines 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (9) : 6488-6509
作者:  Xue, Yuan;  Forman, Barton A.;  Reichle, Rolf H.
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
snow  data assimilation  passive microwave  machine learning  
The Efficiency of Data Assimilation 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (9) : 6374-6392
作者:  Nearing, Grey;  Yatheendradas, Soni;  Crow, Wade;  Zhan, Xiwu;  Liu, Jicheng;  Chen, Fan
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
data assimilation  information theory  Bayesian efficiency  soil moisture  
Comparing Seven Variants of the Ensemble Kalman Filter: How Many Synthetic Experiments Are Needed? 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (9) : 6299-6318
作者:  Keller, Johannes;  Franssen, Harrie-Jan Hendricks;  Marquart, Gabriele
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
ensemble Kalman filter  uncertainty quantification  method comparison  
Data Assimilation in Density-Dependent Subsurface Flows via Localized Iterative Ensemble Kalman Filter 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (9) : 6259-6281
作者:  Xia, Chuan-An;  Hu, Bill X.;  Tong, Juxiu;  Guadagnini, Alberto
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
variable density flow  value of data  iterative ensemble Kalman filter  ensemble Kalman filter  
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  
Inverse Modeling of Hydrologic Systems with Adaptive Multifidelity Markov Chain Monte Carlo Simulations 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (7) : 4867-4886
作者:  Zhang, Jiangjiang;  Man, Jun;  Lin, Guang;  Wu, Laosheng;  Zeng, Lingzao
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
Riverine Bathymetry Imaging With Indirect Observations 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (5) : 3704-3727
作者:  Lee, Jonghyun;  Ghorbanidehno, Hojat;  Farthing, Matthew W.;  Hesser, Tyler J.;  Darve, Eric F.;  Kitanidis, Peter K.
收藏  |  浏览/下载：1/0  |  提交时间：2019/04/09
Discrete Regularization for Calibration of Geologic Facies Against Dynamic Flow Data 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (4) : 2523-2543
作者:  Khaninezhad, Mohammad-Reza;  Golmohammadi, Azarang;  Jafarpour, Behnam
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
subsurface model calibration  discrete regularization  alternating directions  sparse reconstruction  K-SVD dictionary