Variational data assimilation for Hamiltonian problems

被引:2
作者
Watkinson, LR
Lawless, AS
Nichols, NK
Roulstone, I
机构
[1] Univ Reading, Dept Math, Reading RG6 6AX, Berks, England
[2] Univ Surrey, Dept Math & Stat, Surrey, England
关键词
data assimilation; Hamiltonian; conservation; two-body;
D O I
10.1002/fld.844
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
We investigate the conservation properties of Hamiltonian systems in variational data assimilation. We set up a four-dimensional data assimilation scheme for the two-body (Kepler) system using a symplectic scheme to model the non-linear problem. We use our completed scheme to investigate the observability of the system and the effect of different background constraints. We find that the addition of these constraints gives an improved solution for the cases we have investigated. Copyright (c) 2005 John Wiley & Sons, Ltd.
引用
收藏
页码:1361 / 1367
页数:7
相关论文
共 50 条
[31]   EXISTENCE AND UNIQUENESS FOR VARIATIONAL DATA ASSIMILATION IN CONTINUOUS TIME [J].
Brocker, Jochen .
MATHEMATICAL CONTROL AND RELATED FIELDS, 2023, 13 (01) :94-115
[32]   A variational data assimilation system for nearshore applications of SWAN [J].
Veeramony, Jayaram ;
Walker, David ;
Hsu, Larry .
OCEAN MODELLING, 2010, 35 (03) :206-214
[33]   Enabling efficient execution of a variational data assimilation application [J].
Dennis, John M. ;
Baker, Allison H. ;
Dobbins, Brian ;
Bell, Michael M. ;
Sun, Jian ;
Kim, Youngsung ;
Cha, Ting-Yu .
INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS, 2023, 37 (02) :101-114
[34]   Sensitivity of functionals with respect to observations in variational data assimilation [J].
Le Dimet, Francois-Xavier ;
Shutyaev, Victor ;
Parmuzin, Eugene .
RUSSIAN JOURNAL OF NUMERICAL ANALYSIS AND MATHEMATICAL MODELLING, 2016, 31 (02) :81-91
[35]   An analysis of a hybrid optimization method for variational data assimilation [J].
Daescu, DN ;
Navon, IM .
INTERNATIONAL JOURNAL OF COMPUTATIONAL FLUID DYNAMICS, 2003, 17 (04) :299-306
[36]   Variational Lagrangian data assimilation in open channel networks [J].
Wu, Qingfang ;
Tinka, Andrew ;
Weekly, Kevin ;
Beard, Jonathan ;
Bayen, Alexandre M. .
WATER RESOURCES RESEARCH, 2015, 51 (04) :1916-1938
[37]   ITERATIVE ALGORITHMS FOR DATA ASSIMILATION PROBLEMS [J].
G.MARCHUK ;
V.SHUTYAEV .
ChineseAnnalsofMathematics, 2002, (02) :227-234
[38]   Iterative algorithms for data assimilation problems [J].
Marchuk, G ;
Shutyaev, V .
CHINESE ANNALS OF MATHEMATICS SERIES B, 2002, 23 (02) :227-234
[39]   Model reduction in space and time for ab initio decomposition of 4D variational data assimilation problems [J].
D'Amore, L. ;
Cacciapuoti, R. .
APPLIED NUMERICAL MATHEMATICS, 2021, 160 :242-264
[40]   YAO: A Software for Variational Data Assimilation Using Numerical Models [J].
Nardi, Luigi ;
Sorror, Charles ;
Badran, Fouad ;
Thiria, Sylvie .
COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2009, PT II, 2009, 5593 :621-636