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

被引:24
|
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 50 条
  • [21] A four-dimensional variational chemistry data assimilation scheme for Eulerian chemistry transport modeling
    Elbern, H
    Schmidt, H
    JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 1999, 104 (D15) : 18583 - 18598
  • [22] Weak constraints in four-dimensional variational data assimilation
    Watkinson, Laura R.
    Lawless, Amos S.
    Nichols, Nancy K.
    Roulstone, Ian
    METEOROLOGISCHE ZEITSCHRIFT, 2007, 16 (06) : 767 - 776
  • [23] A Trous Wavelet Based Four-Dimensional Evapotranspiration Assimilation
    Chen, Shaohui
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2016, 9 (01) : 467 - 474
  • [24] An Economical Approach to Four-dimensional Variational Data Assimilation
    王斌
    刘娟娟
    王曙东
    成巍
    刘娟
    刘成思
    Ying-Hwa KUO
    AdvancesinAtmosphericSciences, 2010, 27 (04) : 715 - 727
  • [25] Four-dimensional variational data assimilation for the blizzard of 2000
    Zupanski, M
    Zupanski, D
    Parrish, DF
    Rogers, E
    DiMego, G
    MONTHLY WEATHER REVIEW, 2002, 130 (08) : 1967 - 1988
  • [26] An economical approach to four-dimensional variational data assimilation
    Wang Bin
    Liu Juanjuan
    Wang Shudong
    Cheng Wei
    Liu Juan
    Liu Chengsi
    Xiao, Qingnong
    Kuo, Ying-Hwa
    ADVANCES IN ATMOSPHERIC SCIENCES, 2010, 27 (04) : 715 - 727
  • [27] An explicit four-dimensional variational data assimilation method
    Qiu ChongJian
    Zhang Lei
    Shao AiMei
    SCIENCE IN CHINA SERIES D-EARTH SCIENCES, 2007, 50 (08): : 1232 - 1240
  • [28] An economical approach to four-dimensional variational data assimilation
    Bin Wang
    Juanjuan Liu
    Shudong Wang
    Wei Cheng
    Liu Juan
    Chengsi Liu
    Qingnong Xiao
    Ying-Hwa Kuo
    Advances in Atmospheric Sciences, 2010, 27 : 715 - 727
  • [29] A preconditioning algorithm for four-dimensional variational data assimilation
    Zupanski, M
    MONTHLY WEATHER REVIEW, 1996, 124 (11) : 2562 - 2573
  • [30] An explicit four-dimensional variational data assimilation method
    ChongJian Qiu
    Lei Zhang
    AiMei Shao
    Science in China Series D: Earth Sciences, 2007, 50 : 1232 - 1240