Modeling of the World Ocean circulation with the four-dimensional assimilation of temperature and salinity fields

被引:26
作者
Marchuk, G. I. [1 ]
Zalesny, V. B. [1 ]
机构
[1] Russian Acad Sci, Inst Numer Math, Moscow 119333, Russia
关键词
mathematical modeling; the World Ocean; numerical algorithm; variational assimilation; observational data; PRESENT-DAY CLIMATE; NUMERICAL ALGORITHM; SIMULATION; DYNAMICS;
D O I
10.1134/S0001433812010070
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
The problem of modeling the World Ocean circulation with the four-dimensional assimilation of temperature and salinity fields is considered. A mathematical model of the ocean general circulation and a numerical algorithm for its solution are formulated. The model equations are written in a sigma coordinate system on the sphere with the North Pole shifted to the point of the continent (60A degrees E, 60.5A degrees N). The model has a flexible numerical structure and consists of two parts: the forward prognostic model and its adjoint analog. The numerical algorithm for solving the forward and adjoint problems is based on the method of multicomponent splitting. This method includes splitting with respect to physical processes and geometric coordinates. Three series of numerical experiments are performed: (1) a test solution to the problem of the four-dimensional variational assimilation, (2) modeling of the World Ocean circulation with the variational assimilation of climatic temperature and salinity fields, and (3) modeling of the World Ocean circulation with the variational assimilation of climatic temperature and salinity fields and the data of Argo buoys. The results of calculations demonstrate the expediency of using the model of World Ocean circulation with the procedure of assimilating observational data for a description of the general structure of thermohaline fields.
引用
收藏
页码:15 / 29
页数:15
相关论文
共 36 条
[1]   A numerical algorithm of variational data assimilation for reconstruction of salinity fluxes on the ocean surface [J].
Agoshkov, V. I. ;
Parmuzin, E. I. ;
Shutyaev, V. P. .
RUSSIAN JOURNAL OF NUMERICAL ANALYSIS AND MATHEMATICAL MODELLING, 2008, 23 (02) :135-161
[2]   Numerical solution to the problem of variational assimilation of operational observational data on the ocean surface temperature [J].
Agoshkov, V. I. ;
Lebedev, S. A. ;
Parmuzin, E. I. .
IZVESTIYA ATMOSPHERIC AND OCEANIC PHYSICS, 2009, 45 (01) :69-101
[3]  
Agoshkov VI, 2005, RUSS J NUMER ANAL M, V20, P19, DOI 10.1163/1569398053270787
[4]  
Blum J, 2009, HANDB NUM ANAL, V14, P385, DOI 10.1016/S1570-8659(08)00209-3
[5]  
Diansky NA, 2002, IZV ATMOS OCEAN PHY+, V38, P732
[6]  
Gilbert J.-C., 1989, MATH PROGRAM B, P408
[7]  
GRIFFIES SM, 2004, LARGE YEAGER 2004 DA
[8]  
Knysh VV, 2001, RUSS J NUMER ANAL M, V16, P409
[9]  
Lebedev VL., 1964, USSR Comput. Math. Math. Phys, V4, P449
[10]  
LEDIMET FX, 1986, TELLUS A, V38, P97, DOI 10.1111/j.1600-0870.1986.tb00459.x