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JOURNALS // Sibirskii Zhurnal Vychislitel'noi Matematiki // Archive

Sib. Zh. Vychisl. Mat., 2020 Volume 23, Number 4, Pages 457–470 (Mi sjvm760)

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 Numerical Mathematics, Russian Academy of Sciences, Moscow, Russia

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.

Key words: variational data assimilation, optimal control, adjoint equations, covariance matrices, sensitivity of functionals, sea thermodynamics model.

UDC: 519.6, 551.46

Received: 11.06.2019
Revised: 25.12.2019
Accepted: 16.07.2020

DOI: 10.15372/SJNM20200408


 English version:
Numerical Analysis and Applications, 2020, 13:4, 382–392

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© Steklov Math. Inst. of RAS, 2025