Data-based estimates of interannual sea–air CO2 flux variations 1957–2020 and their relation to environmental drivers

This study considers year-to-year and decadal variations as well as secular trends of the sea–air CO 2 flux over the 1957–2020 period, as constrained by the p CO 2 measurements from the SOCAT data base. In a first step, we relate interannual anomalies in ocean-internal carbon sources and sinks to lo...

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Main Authors: Rödenbeck, Christian, DeVries, Tim, Hauck, Judith, Quéré, Corinne, Keeling, Ralph
Format: Text
Language:English
Published: 2021
Subjects:
Online Access:https://doi.org/10.5194/bg-2021-304
https://bg.copernicus.org/preprints/bg-2021-304/
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spelling ftcopernicus:oai:publications.copernicus.org:bgd99066 2023-05-15T18:25:55+02:00 Data-based estimates of interannual sea–air CO2 flux variations 1957–2020 and their relation to environmental drivers Rödenbeck, Christian DeVries, Tim Hauck, Judith Quéré, Corinne Keeling, Ralph 2021-11-17 application/pdf https://doi.org/10.5194/bg-2021-304 https://bg.copernicus.org/preprints/bg-2021-304/ eng eng doi:10.5194/bg-2021-304 https://bg.copernicus.org/preprints/bg-2021-304/ eISSN: 1726-4189 Text 2021 ftcopernicus https://doi.org/10.5194/bg-2021-304 2021-11-22T17:22:30Z This study considers year-to-year and decadal variations as well as secular trends of the sea–air CO 2 flux over the 1957–2020 period, as constrained by the p CO 2 measurements from the SOCAT data base. In a first step, we relate interannual anomalies in ocean-internal carbon sources and sinks to local interannual anomalies in sea surface temperature (SST), the temporal changes of SST (dSST/dt), and squared wind speed ( u 2 ), employing a multi-linear regression. In the tropical Pacific, we find interannual variability to be dominated by dSST/dt, as arising from variations in the upwelling of colder and more carbon-rich waters into the mixed layer. In the eastern upwelling zones as well as in circumpolar bands in the high latitudes of both hemispheres, we find sensitivity to wind speed, compatible with the entrainment of carbon-rich water during wind-driven deepening of the mixed layer and wind-driven upwelling. In the Southern Ocean, the secular increase in wind speed leads to a secular increase in the carbon source into the mixed layer, with an estimated reduction of the sink trend in the range 17 to 42 %. In a second step, we combined the result of the multi-linear regression and an explicitly interannual p CO 2 -based additive correction into a “hybrid” estimate of the sea–air CO 2 flux over the period 1957–2020. As a p CO 2 mapping method, it combines (a) the ability of a regression to bridge data gaps and extrapolate into the early decades almost void of p CO 2 data based on process-related observables and (b) the ability of an autoregressive interpolation to follow signals even if not represented in the chosen set of explanatory variables. The “hybrid” estimate can be applied as ocean flux prior for atmospheric CO 2 inversions covering the whole period of atmospheric CO 2 data since 1957. Text Southern Ocean Copernicus Publications: E-Journals Pacific Southern Ocean
institution Open Polar
collection Copernicus Publications: E-Journals
op_collection_id ftcopernicus
language English
description This study considers year-to-year and decadal variations as well as secular trends of the sea–air CO 2 flux over the 1957–2020 period, as constrained by the p CO 2 measurements from the SOCAT data base. In a first step, we relate interannual anomalies in ocean-internal carbon sources and sinks to local interannual anomalies in sea surface temperature (SST), the temporal changes of SST (dSST/dt), and squared wind speed ( u 2 ), employing a multi-linear regression. In the tropical Pacific, we find interannual variability to be dominated by dSST/dt, as arising from variations in the upwelling of colder and more carbon-rich waters into the mixed layer. In the eastern upwelling zones as well as in circumpolar bands in the high latitudes of both hemispheres, we find sensitivity to wind speed, compatible with the entrainment of carbon-rich water during wind-driven deepening of the mixed layer and wind-driven upwelling. In the Southern Ocean, the secular increase in wind speed leads to a secular increase in the carbon source into the mixed layer, with an estimated reduction of the sink trend in the range 17 to 42 %. In a second step, we combined the result of the multi-linear regression and an explicitly interannual p CO 2 -based additive correction into a “hybrid” estimate of the sea–air CO 2 flux over the period 1957–2020. As a p CO 2 mapping method, it combines (a) the ability of a regression to bridge data gaps and extrapolate into the early decades almost void of p CO 2 data based on process-related observables and (b) the ability of an autoregressive interpolation to follow signals even if not represented in the chosen set of explanatory variables. The “hybrid” estimate can be applied as ocean flux prior for atmospheric CO 2 inversions covering the whole period of atmospheric CO 2 data since 1957.
format Text
author Rödenbeck, Christian
DeVries, Tim
Hauck, Judith
Quéré, Corinne
Keeling, Ralph
spellingShingle Rödenbeck, Christian
DeVries, Tim
Hauck, Judith
Quéré, Corinne
Keeling, Ralph
Data-based estimates of interannual sea–air CO2 flux variations 1957–2020 and their relation to environmental drivers
author_facet Rödenbeck, Christian
DeVries, Tim
Hauck, Judith
Quéré, Corinne
Keeling, Ralph
author_sort Rödenbeck, Christian
title Data-based estimates of interannual sea–air CO2 flux variations 1957–2020 and their relation to environmental drivers
title_short Data-based estimates of interannual sea–air CO2 flux variations 1957–2020 and their relation to environmental drivers
title_full Data-based estimates of interannual sea–air CO2 flux variations 1957–2020 and their relation to environmental drivers
title_fullStr Data-based estimates of interannual sea–air CO2 flux variations 1957–2020 and their relation to environmental drivers
title_full_unstemmed Data-based estimates of interannual sea–air CO2 flux variations 1957–2020 and their relation to environmental drivers
title_sort data-based estimates of interannual sea–air co2 flux variations 1957–2020 and their relation to environmental drivers
publishDate 2021
url https://doi.org/10.5194/bg-2021-304
https://bg.copernicus.org/preprints/bg-2021-304/
geographic Pacific
Southern Ocean
geographic_facet Pacific
Southern Ocean
genre Southern Ocean
genre_facet Southern Ocean
op_source eISSN: 1726-4189
op_relation doi:10.5194/bg-2021-304
https://bg.copernicus.org/preprints/bg-2021-304/
op_doi https://doi.org/10.5194/bg-2021-304
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