Stochastic Analysis of Ocean–Atmosphere Heat Fluxes in the North Atlantic

Observational data on the North Atlantic obtained over the 40 years of the NAAD project were analyzed. The total heat flux from the ocean to the atmosphere (and from the atmosphere to the ocean) was considered as a sum of latent and sensible heat. The coefficients of the stochastic differential equation representing the stochastic process were statistically determined from the original data set. Previously, the existence and uniqueness of a solution in the strong sense of the stochastic differential equation that is generated by the constructed diffusion process was proven when Kolmogorov’s conditions were met. Numerical calculations were conducted on the Lomonosov-2 supercomputer at the Lomonosov Moscow State University.

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Journal
Automatic Documentation and Mathematical Linguistics
Published
2024-12-01
DOI
https://doi.org/10.3103/s0005105525700104
Primary Topic
Atmospheric and Environmental Gas Dynamics
Type
article
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article

Stochastic Analysis of Ocean–Atmosphere Heat Fluxes in the North Atlantic

Konstantin Belyaev, N. P. Tuchkova, G. M. Mikhaylov
Automatic Documentation and Mathematical Linguistics
Atmospheric and Environmental Gas Dynamics
article

Stochastic Analysis of Ocean–Atmosphere Heat Fluxes in the North Atlantic

Konstantin Belyaev, N. P. Tuchkova, G. M. Mikhaylov
article en

Abstract

Observational data on the North Atlantic obtained over the 40 years of the NAAD project were analyzed. The total heat flux from the ocean to the atmosphere (and from the atmosphere to the ocean) was considered as a sum of latent and sensible heat. The coefficients of the stochastic differential equation representing the stochastic process were statistically determined from the original data set. Previously, the existence and uniqueness of a solution in the strong sense of the stochastic differential equation that is generated by the constructed diffusion process was proven when Kolmogorov’s conditions were met. Numerical calculations were conducted on the Lomonosov-2 supercomputer at the Lomonosov Moscow State University.

Automatic Documentation and Mathematical LinguisticsVol. 58(S1)
Institute of Oceanology. PP Shirshov Russian Academy of Sciences (RU), Dorodnitsyn Computing Centre (RU)
Life below water
Openalex Percentile: Top 77%
Atmospheric and Environmental Gas Dynamics
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Stochastic Analysis of Ocean–Atmosphere Heat Fluxes in the North Atlantic — Konstantin Belyaev, N. P. Tuchkova, et al. · Automatic Documentation and Mathematical Linguistics (2024) | TGRS Research Map | TGRS