Derivation of seawater p CO 2 from net community production identifies the South Atlantic Ocean as a CO 2 source
A key step in assessing the global carbon budget is the determination of the partial pressure of CO 2 in seawater ( p CO 2 (sw) ). Spatially complete observational fields of p CO 2 (sw) are routinely produced for regional and global ocean carbon budget assessments by extrapolating sparse in situ mea...
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ftdoajarticles:oai:doaj.org/article:8bc734bd79e24c3bb9ceb801385d02ef 2023-05-15T18:20:42+02:00 Derivation of seawater p CO 2 from net community production identifies the South Atlantic Ocean as a CO 2 source D. J. Ford G. H. Tilstone J. D. Shutler V. Kitidis 2022-01-01T00:00:00Z https://doi.org/10.5194/bg-19-93-2022 https://doaj.org/article/8bc734bd79e24c3bb9ceb801385d02ef EN eng Copernicus Publications https://bg.copernicus.org/articles/19/93/2022/bg-19-93-2022.pdf https://doaj.org/toc/1726-4170 https://doaj.org/toc/1726-4189 doi:10.5194/bg-19-93-2022 1726-4170 1726-4189 https://doaj.org/article/8bc734bd79e24c3bb9ceb801385d02ef Biogeosciences, Vol 19, Pp 93-115 (2022) Ecology QH540-549.5 Life QH501-531 Geology QE1-996.5 article 2022 ftdoajarticles https://doi.org/10.5194/bg-19-93-2022 2022-12-31T11:00:50Z A key step in assessing the global carbon budget is the determination of the partial pressure of CO 2 in seawater ( p CO 2 (sw) ). Spatially complete observational fields of p CO 2 (sw) are routinely produced for regional and global ocean carbon budget assessments by extrapolating sparse in situ measurements of p CO 2 (sw) using satellite observations. As part of this process, satellite chlorophyll a (Chl a ) is often used as a proxy for the biological drawdown or release of CO 2 . Chl a does not, however, quantify carbon fixed through photosynthesis and then respired, which is determined by net community production (NCP). In this study, p CO 2 (sw) over the South Atlantic Ocean is estimated using a feed forward neural network (FNN) scheme and either satellite-derived NCP, net primary production (NPP) or Chl a to compare which biological proxy produces the most accurate fields of p CO 2 (sw) . Estimates of p CO 2 (sw) using NCP, NPP or Chl a were similar, but NCP was more accurate for the Amazon Plume and upwelling regions, which were not fully reproduced when using Chl a or NPP. A perturbation analysis assessed the potential maximum reduction in p CO 2 (sw) uncertainties that could be achieved by reducing the uncertainties in the satellite biological parameters. This illustrated further improvement using NCP compared to NPP or Chl a . Using NCP to estimate p CO 2 (sw) showed that the South Atlantic Ocean is a CO 2 source, whereas if no biological parameters are used in the FNN (following existing annual carbon assessments), this region appears to be a sink for CO 2 . These results highlight that using NCP improved the accuracy of estimating p CO 2 (sw) and changes the South Atlantic Ocean from a CO 2 sink to a source. Reducing the uncertainties in NCP derived from satellite parameters will ultimately improve our understanding and confidence in quantification of the global ocean as a CO 2 sink. Article in Journal/Newspaper South Atlantic Ocean Directory of Open Access Journals: DOAJ Articles Biogeosciences 19 1 93 115 |
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Directory of Open Access Journals: DOAJ Articles |
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language |
English |
topic |
Ecology QH540-549.5 Life QH501-531 Geology QE1-996.5 |
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Ecology QH540-549.5 Life QH501-531 Geology QE1-996.5 D. J. Ford G. H. Tilstone J. D. Shutler V. Kitidis Derivation of seawater p CO 2 from net community production identifies the South Atlantic Ocean as a CO 2 source |
topic_facet |
Ecology QH540-549.5 Life QH501-531 Geology QE1-996.5 |
description |
A key step in assessing the global carbon budget is the determination of the partial pressure of CO 2 in seawater ( p CO 2 (sw) ). Spatially complete observational fields of p CO 2 (sw) are routinely produced for regional and global ocean carbon budget assessments by extrapolating sparse in situ measurements of p CO 2 (sw) using satellite observations. As part of this process, satellite chlorophyll a (Chl a ) is often used as a proxy for the biological drawdown or release of CO 2 . Chl a does not, however, quantify carbon fixed through photosynthesis and then respired, which is determined by net community production (NCP). In this study, p CO 2 (sw) over the South Atlantic Ocean is estimated using a feed forward neural network (FNN) scheme and either satellite-derived NCP, net primary production (NPP) or Chl a to compare which biological proxy produces the most accurate fields of p CO 2 (sw) . Estimates of p CO 2 (sw) using NCP, NPP or Chl a were similar, but NCP was more accurate for the Amazon Plume and upwelling regions, which were not fully reproduced when using Chl a or NPP. A perturbation analysis assessed the potential maximum reduction in p CO 2 (sw) uncertainties that could be achieved by reducing the uncertainties in the satellite biological parameters. This illustrated further improvement using NCP compared to NPP or Chl a . Using NCP to estimate p CO 2 (sw) showed that the South Atlantic Ocean is a CO 2 source, whereas if no biological parameters are used in the FNN (following existing annual carbon assessments), this region appears to be a sink for CO 2 . These results highlight that using NCP improved the accuracy of estimating p CO 2 (sw) and changes the South Atlantic Ocean from a CO 2 sink to a source. Reducing the uncertainties in NCP derived from satellite parameters will ultimately improve our understanding and confidence in quantification of the global ocean as a CO 2 sink. |
format |
Article in Journal/Newspaper |
author |
D. J. Ford G. H. Tilstone J. D. Shutler V. Kitidis |
author_facet |
D. J. Ford G. H. Tilstone J. D. Shutler V. Kitidis |
author_sort |
D. J. Ford |
title |
Derivation of seawater p CO 2 from net community production identifies the South Atlantic Ocean as a CO 2 source |
title_short |
Derivation of seawater p CO 2 from net community production identifies the South Atlantic Ocean as a CO 2 source |
title_full |
Derivation of seawater p CO 2 from net community production identifies the South Atlantic Ocean as a CO 2 source |
title_fullStr |
Derivation of seawater p CO 2 from net community production identifies the South Atlantic Ocean as a CO 2 source |
title_full_unstemmed |
Derivation of seawater p CO 2 from net community production identifies the South Atlantic Ocean as a CO 2 source |
title_sort |
derivation of seawater p co 2 from net community production identifies the south atlantic ocean as a co 2 source |
publisher |
Copernicus Publications |
publishDate |
2022 |
url |
https://doi.org/10.5194/bg-19-93-2022 https://doaj.org/article/8bc734bd79e24c3bb9ceb801385d02ef |
genre |
South Atlantic Ocean |
genre_facet |
South Atlantic Ocean |
op_source |
Biogeosciences, Vol 19, Pp 93-115 (2022) |
op_relation |
https://bg.copernicus.org/articles/19/93/2022/bg-19-93-2022.pdf https://doaj.org/toc/1726-4170 https://doaj.org/toc/1726-4189 doi:10.5194/bg-19-93-2022 1726-4170 1726-4189 https://doaj.org/article/8bc734bd79e24c3bb9ceb801385d02ef |
op_doi |
https://doi.org/10.5194/bg-19-93-2022 |
container_title |
Biogeosciences |
container_volume |
19 |
container_issue |
1 |
container_start_page |
93 |
op_container_end_page |
115 |
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1766198470184534016 |