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Improving forecast skill of lowland hydrological models using ensemble Kalman filter and unscented Kalman filter 期刊论文
Water Resources Research, 2020
作者:  Y. Sun;  W. Bao;  K. Valk;  C. C. Brauer;  Julius Sumihar;  A. H. Weerts
收藏  |  浏览/下载:7/0  |  提交时间:2020/07/21
A Novel Modeling Framework for Computationally Efficient and Accurate Real-Time Ensemble Flood Forecasting With Uncertainty Quantification 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Vinh Ngoc Tran;  Dwelle, M. Chase;  Sargsyan, Khachik;  Ivanov, Valeriy Y.;  Kim, Jongho
收藏  |  浏览/下载:10/0  |  提交时间:2020/07/02
A Geostatistical Evolution Strategy for Subsurface Characterization: Theory and Validation Through Hypothetical Two-Dimensional Hydraulic Conductivity Fields 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Park, Eungyu
收藏  |  浏览/下载:6/0  |  提交时间:2020/07/02
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 Time-Varying Causality Formalism Based on the Liang-Kleeman Information Flow for Analyzing Directed Interactions in Nonstationary Climate Systems 期刊论文
JOURNAL OF CLIMATE, 2019, 32 (21) : 7521-7537
作者:  Hagan, Daniel Fiifi Tawia;  Wang, Guojie;  Liang, X. San;  Dolman, Han A. J.
收藏  |  浏览/下载:9/0  |  提交时间:2019/11/27
Atmosphere-land interaction  Feedback  Soil moisture  Kalman filters  Time series  Climate prediction  
Coupled Data Assimilation and Ensemble Initialization with Application to Multiyear ENSO Prediction 期刊论文
JOURNAL OF CLIMATE, 2019, 32 (4) : 997-1024
作者:  O&;  39;Kane, Terence J.
收藏  |  浏览/下载:2/0  |  提交时间:2019/04/09
Kalman filters  Lyapunov vectors  Climate prediction  Ensembles  Climate variability  
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:11/0  |  提交时间:2019/04/09
EnKF  GRACE  TWS  hydrological modeling  
Webinar 11th Sep.: Ensemble simulations and data assimilation in the context of high performance scientific computing 新闻
来源平台:Critical Zone Exploration Network. 发布日期:2018
作者:  admin
收藏  |  浏览/下载:1/0  |  提交时间:2020/01/19
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:1/0  |  提交时间:2019/04/09
nonparametric filtering  data assimilation  Kalman-Takens  adaptive unscented Kalman filtering (AUKF)  hydrological modeling  
How did the Integrated Forecasting System get its name? 新闻
来源平台:European Centre for Medium-Range Weather Forecasts. 发布日期:2018
作者:  admin
收藏  |  浏览/下载:0/0  |  提交时间:2019/04/16