Sensitivity of functionals of the solution of a variational data assimilation problem with simultaneous reconstruction of heat fluxes and the initial state for the sea thermodynamics model
V.P. Shutyaev, E.I. Parmuzin
Marchuk Institute of Computational Mathematics of the Russian Academy of Sciences, Moscow, Russia
Keywords: variational data assimilation, optimal control, adjoint equations, covariance matrices, sensitivity of functionals, sea thermodynamics model
Abstract
For the mathematical model of the sea thermodynamics, developed at the Institute of Numerical Mathematics of the Russian Academy of Sciences, the problem of variational data assimilation is considered, aimed at simultaneous reconstruction of the sea surface heat flux and the initial state of the model. The sensitivity of functionals with respect to observational data in the considered problem of variational assimilation is studied, and the results of numerical experiments for the model of the Baltic Sea dynamics are presented.
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