Application of 4D-Variational data assimilation to the California Current System

被引:67
作者
Broquet, G. [1 ]
Edwards, C. A. [2 ]
Moore, A. M. [2 ]
Powell, B. S. [1 ]
Veneziani, M. [1 ]
Doyle, J. D. [3 ]
机构
[1] Univ Calif Santa Cruz, Inst Marine Sci, Santa Cruz, CA 95064 USA
[2] Univ Calif Santa Cruz, Dept Ocean Sci, Santa Cruz, CA 95064 USA
[3] USN, Res Lab, Monterey, CA 93943 USA
关键词
In situ/surface data assimilation; 4DVAR; California Current System; ROMS; Hindcasts/analysis; OCEAN-MODELING-SYSTEM; VARIATIONAL DATA ASSIMILATION; BACKGROUND ERROR COVARIANCE; NORTHERN CALIFORNIA; DYNAMICS EXPERIMENT; SHELF CIRCULATION; ROMS; PARAMETERIZATION; SIMULATIONS; TEMPERATURE;
D O I
10.1016/j.dynatmoce.2009.03.001
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
The Incremental Strong constraint 4D-Variational (IS4DVAR) data assimilation system of the Regional Ocean Model System (ROMS) is used to study the controllability of a realistic, high resolution configuration of the California Current System. The configuration and results of assimilating both satellite-derived surface observations along with in situ data are presented. Results show consequent improvements in many characteristics of the model circulation, and some of the strengths of the adjoint method for data assimilation are highlighted. General issues of the sensitivity of the results to the configuration of ROMS-IS4DVAR are also discussed. (C) 2009 Elsevier B.V. All rights reserved.
引用
收藏
页码:69 / 92
页数:24
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