Accounting for Correlated AMV Satellite Observation Errors in the Ensemble Data Assimilation System

被引:0
作者
V. G. Mizyak
A. V. Shlyaeva
M. A. Tolstykh
机构
[1] Hydrometeorological Research Center of the Russian Federation,
[2] Joint Center for Satellite Data Assimilation,undefined
[3] University Corporation for Atmospheric Research,undefined
[4] UCAR Foothills Lab 4,undefined
[5] Marchuk Institute of Numerical Mathematics,undefined
[6] Russian Academy of Sciences,undefined
来源
Russian Meteorology and Hydrology | 2023年 / 48卷
关键词
data assimilation; ensemble Kalman filter; satellite observations; objective analysis;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:201 / 209
页数:8
相关论文
共 50 条
[31]   Toward a global ocean data assimilation system based on ensemble optimum interpolation: altimetry data assimilation experiment [J].
Weiwei Fu ;
Jiang Zhu ;
Changxiang Yan ;
Hailong Liu .
Ocean Dynamics, 2009, 59 :587-602
[32]   Introducing non-Gaussian observation errors into incremental variational data assimilation methods [J].
Hu, Chih-Chi ;
Geer, Alan ;
van Leeuwen, Peter Jan .
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 2025,
[33]   Toward a global ocean data assimilation system based on ensemble optimum interpolation: altimetry data assimilation experiment [J].
Fu, Weiwei ;
Zhu, Jiang ;
Yan, Changxiang ;
Liu, Hailong .
OCEAN DYNAMICS, 2009, 59 (04) :587-602
[34]   Reduction of Spatially Structured Errors in Wide-Swath Altimetric Satellite Data Using Data Assimilation [J].
Metref, Sammy ;
Cosme, Emmanuel ;
Le Sommer, Julien ;
Poel, Nora ;
Brankart, Jean-Michel ;
Verron, Jacques ;
Gomez Navarro, Laura .
REMOTE SENSING, 2019, 11 (11)
[35]   Development of a Mesoscale Ensemble Data Assimilation System at the Naval Research Laboratory [J].
Zhao, Qingyun ;
Zhang, Fuqing ;
Holt, Teddy ;
Bishop, Craig H. ;
Xu, Qin .
WEATHER AND FORECASTING, 2013, 28 (06) :1322-1336
[36]   Assessment of an ensemble-based data assimilation system for a shallow estuary [J].
Khanarmuei, Mohammadreza ;
Mardani, Neda ;
Suara, Kabir ;
Sumihar, Julius ;
Sidle, Roy C. ;
McCallum, Adrian ;
Brown, Richard J. .
ESTUARINE COASTAL AND SHELF SCIENCE, 2021, 257
[37]   Ensemble-based data assimilation and targeted observation of a chemical tracer in a sea breeze model [J].
Stuart, Amy L. ;
Aksoy, Altug ;
Zhang, Fuqing ;
Nielsen-Gammon, John W. .
ATMOSPHERIC ENVIRONMENT, 2007, 41 (14) :3082-3094
[38]   Assimilation and correction of radiosonde humidity observations in the data assimilation system based on the local ensemble Kalman filter [J].
V. S. Rogutov ;
M. A. Tolstykh .
Russian Meteorology and Hydrology, 2015, 40 :242-252
[39]   Assimilation and Correction of Radiosonde Humidity Observations in the Data Assimilation System Based on the Local Ensemble Kalman Filter [J].
Rogutov, V. S. ;
Tolstykh, M. A. .
RUSSIAN METEOROLOGY AND HYDROLOGY, 2015, 40 (04) :242-252
[40]   How Sampling Errors in Covariance Estimates Cause Bias in the Kalman Gain and Impact Ensemble Data Assimilation [J].
Hodyss, Daniel ;
Morzfeld, Matthias .
MONTHLY WEATHER REVIEW, 2023, 151 (09) :2413-2426