Ocean carbon sink assessment via temperature and salinity data assimilation into a global ocean biogeochemistry model

Global ocean biogeochemistry models are frequently used to derive a comprehensive estimate of the global ocean carbon uptake. These models are designed to represent the most important processes of the ocean carbon cycle, but the idealized process representation and uncertainties in the initializatio...

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Published in:Ocean Science
Main Authors: F. Bunsen, J. Hauck, S. Torres-Valdés, L. Nerger
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2025
Subjects:
Online Access:https://doi.org/10.5194/os-21-437-2025
https://doaj.org/article/c2c64dd88c284c1e92ed2f9b8d600c5e
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author F. Bunsen
J. Hauck
S. Torres-Valdés
L. Nerger
author_facet F. Bunsen
J. Hauck
S. Torres-Valdés
L. Nerger
author_sort F. Bunsen
collection Directory of Open Access Journals: DOAJ Articles
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container_start_page 437
container_title Ocean Science
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description Global ocean biogeochemistry models are frequently used to derive a comprehensive estimate of the global ocean carbon uptake. These models are designed to represent the most important processes of the ocean carbon cycle, but the idealized process representation and uncertainties in the initialization of model variables lead to errors in their predictions. Here, observations of ocean physics (temperature and salinity) are assimilated into the ocean biogeochemistry model FESOM2.1-REcoM3 over the period 2010–2020 to study the effect on the air–sea carbon dioxide (CO 2 ) flux and other biogeochemical (BGC) variables. The assimilation nearly halves the model–observation differences in sea surface temperature and salinity, with modest effects on the modeled ecosystem and CO 2 fluxes. The main effects of the assimilation on the air–sea CO 2 flux occur on small scales in highly dynamic regions, which pose challenges to ocean models. Its largest imprint is in the Southern Ocean during winter. South of 50 ° S, winter CO 2 outgassing is reduced; thus the regional CO 2 uptake increases by 0.18 Pg C yr −1 through the assimilation. Other particularly strong regional effects on the air–sea CO 2 flux are located in the area of the North Atlantic Current (NAC). However, the effect on the global ocean carbon uptake is a comparatively small increase by 0.05 Pg C yr −1 induced by the assimilation, yielding a global mean uptake of 2.78 Pg C yr −1 for the period 2010–2020.
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Southern Ocean
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Southern Ocean
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https://doaj.org/toc/1812-0792
https://doaj.org/article/c2c64dd88c284c1e92ed2f9b8d600c5e
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spelling ftdoajarticles:oai:doaj.org/article:c2c64dd88c284c1e92ed2f9b8d600c5e 2025-03-16T15:30:35+00:00 Ocean carbon sink assessment via temperature and salinity data assimilation into a global ocean biogeochemistry model F. Bunsen J. Hauck S. Torres-Valdés L. Nerger 2025-02-01T00:00:00Z https://doi.org/10.5194/os-21-437-2025 https://doaj.org/article/c2c64dd88c284c1e92ed2f9b8d600c5e EN eng Copernicus Publications https://os.copernicus.org/articles/21/437/2025/os-21-437-2025.pdf https://doaj.org/toc/1812-0784 https://doaj.org/toc/1812-0792 https://doaj.org/article/c2c64dd88c284c1e92ed2f9b8d600c5e Ocean Science, Vol 21, Pp 437-471 (2025) Geography. Anthropology. Recreation G Environmental sciences GE1-350 article 2025 ftdoajarticles https://doi.org/10.5194/os-21-437-2025 2025-02-17T16:12:26Z Global ocean biogeochemistry models are frequently used to derive a comprehensive estimate of the global ocean carbon uptake. These models are designed to represent the most important processes of the ocean carbon cycle, but the idealized process representation and uncertainties in the initialization of model variables lead to errors in their predictions. Here, observations of ocean physics (temperature and salinity) are assimilated into the ocean biogeochemistry model FESOM2.1-REcoM3 over the period 2010–2020 to study the effect on the air–sea carbon dioxide (CO 2 ) flux and other biogeochemical (BGC) variables. The assimilation nearly halves the model–observation differences in sea surface temperature and salinity, with modest effects on the modeled ecosystem and CO 2 fluxes. The main effects of the assimilation on the air–sea CO 2 flux occur on small scales in highly dynamic regions, which pose challenges to ocean models. Its largest imprint is in the Southern Ocean during winter. South of 50 ° S, winter CO 2 outgassing is reduced; thus the regional CO 2 uptake increases by 0.18 Pg C yr −1 through the assimilation. Other particularly strong regional effects on the air–sea CO 2 flux are located in the area of the North Atlantic Current (NAC). However, the effect on the global ocean carbon uptake is a comparatively small increase by 0.05 Pg C yr −1 induced by the assimilation, yielding a global mean uptake of 2.78 Pg C yr −1 for the period 2010–2020. Article in Journal/Newspaper north atlantic current North Atlantic Southern Ocean Directory of Open Access Journals: DOAJ Articles Southern Ocean Ocean Science 21 1 437 471
spellingShingle Geography. Anthropology. Recreation
G
Environmental sciences
GE1-350
F. Bunsen
J. Hauck
S. Torres-Valdés
L. Nerger
Ocean carbon sink assessment via temperature and salinity data assimilation into a global ocean biogeochemistry model
title Ocean carbon sink assessment via temperature and salinity data assimilation into a global ocean biogeochemistry model
title_full Ocean carbon sink assessment via temperature and salinity data assimilation into a global ocean biogeochemistry model
title_fullStr Ocean carbon sink assessment via temperature and salinity data assimilation into a global ocean biogeochemistry model
title_full_unstemmed Ocean carbon sink assessment via temperature and salinity data assimilation into a global ocean biogeochemistry model
title_short Ocean carbon sink assessment via temperature and salinity data assimilation into a global ocean biogeochemistry model
title_sort ocean carbon sink assessment via temperature and salinity data assimilation into a global ocean biogeochemistry model
topic Geography. Anthropology. Recreation
G
Environmental sciences
GE1-350
topic_facet Geography. Anthropology. Recreation
G
Environmental sciences
GE1-350
url https://doi.org/10.5194/os-21-437-2025
https://doaj.org/article/c2c64dd88c284c1e92ed2f9b8d600c5e