Geodesic
Sensitivity of functionals to observation data in a variational assimilation problem for the sea thermodynamics model
Sibirskij žurnal vyčislitelʹnoj matematiki, Tome 22 (2019) no. 2, pp. 229-242

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For the mathematical model of the sea thermodynamics, developed in the Institute of Numerical Mathematics of the Russian Academy of Sciences, the problem of variational assimilation of the sea surface temperature data is considered, with allowance for the observation data error covariance matrices. Based on the variational assimilation of satellite observation data, the inverse problem of restoring a heat flux on the sea surface is solved. The sensitivity of functionals with respect to observation data in a problem of variational assimilation is studied, and the results of numerical experiments for the model of the Baltic Sea dynamics are presented. 
@article{SJVM_2019_22_2_a8,
     author = {V. P. Shutyaev and E. I. Parmuzin},
     title = {Sensitivity of functionals to observation data in a variational assimilation problem for the sea thermodynamics model},
     journal = {Sibirskij \v{z}urnal vy\v{c}islitelʹnoj matematiki},
     pages = {229--242},
     publisher = {mathdoc},
     volume = {22},
     number = {2},
     year = {2019},
     language = {ru},
     url = {http://geodesic.mathdoc.fr/item/SJVM_2019_22_2_a8/}
}
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V. P. Shutyaev; E. I. Parmuzin. Sensitivity of functionals to observation data in a variational assimilation problem for the sea thermodynamics model. Sibirskij žurnal vyčislitelʹnoj matematiki, Tome 22 (2019) no. 2, pp. 229-242. http://geodesic.mathdoc.fr/item/SJVM_2019_22_2_a8/