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Improving SWE Estimation With Data Assimilation: The Influence of Snow Depth Observation Timing and Uncertainty 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (5)
作者:  Smyth, Eric J.;  Raleigh, Mark S.;  Small, Eric E.
收藏  |  浏览/下载：9/0  |  提交时间：2020/05/13
SWE  Assimilation  Particle Filter  Snow Depth  Observation Timing  Snow Density  
Comments on "A Modified Particle Filter-Based Data Assimilation Method for a High-Precision 2-D Hydrodynamic Model Considering Spatial-Temporal Variability of Roughness: Simulation of Dam-Break Flood Inundation" by Cao et al. 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (5)
作者:  Qin, Jie;  Wu, Teng
收藏  |  浏览/下载：5/0  |  提交时间：2020/05/13
Reply to Comment by Jie Qin and Teng Wu on "A Modified Particle Filter-Based Data Assimilation Method for a High-Precision 2-D Hydrodynamic Model Considering Spatial-Temporal Variability of Roughness: Simulation of Dam-Break Flood Inundation" 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Cao, Yin;  Ye, Yuntao;  Liang, Lili;  Zhao, Hongli;  Jiang, Yunzhong;  Wang, Hao;  Yi, Zhenyan;  Shang, Yizi;  Yan, Dengming
收藏  |  浏览/下载：7/0  |  提交时间：2020/07/02
Ensemble Streamflow Forecasting Using an Energy Balance Snowmelt Model Coupled to a Distributed Hydrologic Model with Assimilation of Snow and Streamflow Observations 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 10813-10838
作者:  Gichamo, Tseganeh Z.;  Tarboton, David G.
收藏  |  浏览/下载：12/0  |  提交时间：2020/02/16
ensemble streamflow forecast  Utah Energy Balance (UEB) snowmelt model  Research Distributed Hydrologic Model (RDHM)  data assimilation  ensemble Kalman filter (EnKF)  particle filter (PF)  
Data Assimilation and Online Parameter Optimization in Groundwater Modeling Using Nested Particle Filters 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Ramgraber, M.;  Albert, C.;  Schirmer, M.
收藏  |  浏览/下载：4/0  |  提交时间：2020/02/16
particle filter  data assimilation  parameter optimization  hyperparameters  Bayesian  groundwater  
A Modified Particle Filter-Based Data Assimilation Method for a High-Precision 2-D Hydrodynamic Model Considering Spatial-temporal Variability of Roughness: Simulation of Dam-Break Flood Inundation 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (7) : 6049-6068
作者:  Cao, Yin;  Ye, Yuntao;  Liang, Lili;  Zhao, Hongli;  Jiang, Yunzhong;  Wang, Hao;  Yi, Zhenyan;  Shang, Yizi;  Yan, Dengming
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
Particle Filter Data Assimilation of Monthly Snow Depth Observations Improves Estimation of Snow Density and SWE 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (2) : 1296-1311
作者:  Smyth, Eric J.;  Raleigh, Mark S.;  Small, Eric E.
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/26
SWE  lidar  particle filter  snow depth  snow density  data assimilation  
Near-Real-Time Assimilation of SAR-Derived Flood Maps for Improving Flood Forecasts 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (8) : 5516-5535
作者:  Hostache, Renaud;  Chini, Marco;  Giustarini, Laura;  Neal, Jeffrey;  Kavetski, Dmitri;  Wood, Melissa;  Corato, Giovanni;  Pelich, Ramona-Maria;  Matgen, Patrick
收藏  |  浏览/下载：2/0  |  提交时间：2019/04/09
flood forecasting  data assimilation  SAR image  flood extent  hydrological modeling  hydraulic modeling  
Simulation and Assimilation of Passive Microwave Data Using a Snowpack Model Coupled to a Calibrated Radiative Transfer Model Over Northeastern Canada 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (7) : 4823-4848
作者:  Larue, F.;  Royer, A.;  De Seve, D.;  Roy, A.;  Picard, G.;  Vionnet, V.;  Cosme, E.
收藏  |  浏览/下载：3/0  |  提交时间：2019/04/09
SWE estimates  passive microwave  snowpack model Crocus  radiative transfer model DMRT-ML  data assimilation scheme  Eastern Canada  
Data-Driven Model Uncertainty Estimation in Hydrologic Data Assimilation 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (2) : 1252-1280
作者:  Pathiraja, S.;  Moradkhani, H.;  Marshall, L.;  Sharma, A.;  Geenens, G.
收藏  |  浏览/下载：1/0  |  提交时间：2019/04/09
data assimilation  model error  uncertainty quantification  particle filter  nonparametric statistics