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Application of 4D-Variational data assimilation to the California Current System
Authors:G Broquet  CA Edwards  AM Moore  BS Powell  M Veneziani  JD Doyle
Institution:aUniversity of California Santa Cruz, Institute of Marine Sciences, 1156 High Street, Santa Cruz, CA 95064, United States;bUniversity of California Santa Cruz, Department of Ocean Sciences, CA 95064, United States;cNaval Research Laboratory, 7 Grace Hopper Ave., Stop 2 Monterey, CA 93943-5502, United States
Abstract: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.
Keywords:In situ/surface data assimilation  4DVAR  California Current System  ROMS  Hindcasts/analysis
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