Ensemble Kalman Filters for Large Geophysical Applications ADAPTIVE ALGORITHMS FOR IMPROVING ENSEMBLE FILTER PERFORMANCE

被引:29
作者
Anderson, Jeffrey L. [1 ]
机构
[1] Natl Ctr Atmospher Res, Boulder, CO 80307 USA
来源
IEEE CONTROL SYSTEMS MAGAZINE | 2009年 / 29卷 / 03期
关键词
SEQUENTIAL DATA ASSIMILATION; MODEL-ERROR;
D O I
10.1109/MCS.2009.932222
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
[No abstract available]
引用
收藏
页码:66 / 82
页数:17
相关论文
共 53 条
[1]   Exploring the need for localization in ensemble data assimilation using a hierarchical ensemble filter [J].
Anderson, Jeffrey L. .
PHYSICA D-NONLINEAR PHENOMENA, 2007, 230 (1-2) :99-111
[2]   Scalable implementations of ensemble filter algorithms for data assimilation [J].
Anderson, Jeffrey L. ;
Collins, Nancy .
JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY, 2007, 24 (08) :1452-1463
[3]   An adaptive covariance inflation error correction algorithm for ensemble filters [J].
Anderson, Jeffrey L. .
TELLUS SERIES A-DYNAMIC METEOROLOGY AND OCEANOGRAPHY, 2007, 59 (02) :210-224
[4]   Assimilation of surface pressure observations using an ensemble filter in an idealized global atmospheric prediction system [J].
Anderson, JL ;
Wyman, B ;
Zhang, SQ ;
Hoar, T .
JOURNAL OF THE ATMOSPHERIC SCIENCES, 2005, 62 (08) :2925-2938
[5]  
Anderson JL, 2003, MON WEATHER REV, V131, P634, DOI 10.1175/1520-0493(2003)131<0634:ALLSFF>2.0.CO
[6]  
2
[7]  
Anderson JL, 2001, MON WEATHER REV, V129, P2884, DOI 10.1175/1520-0493(2001)129<2884:AEAKFF>2.0.CO
[8]  
2
[9]  
Anderson JL, 1999, MON WEATHER REV, V127, P2741, DOI 10.1175/1520-0493(1999)127<2741:AMCIOT>2.0.CO
[10]  
2