The seasonal cycle of p CO 2 and CO 2 fluxes in the Southern Ocean: diagnosing anomalies in CMIP5 Earth system models
The Southern Ocean forms an important component of the Earth system as a major sink of CO 2 and heat. Recent studies based on the Coupled Model Intercomparison Project version 5 (CMIP5) Earth system models (ESMs) show that CMIP5 models disagree on the phasing of the seasonal cycle of the CO 2 flux (...
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ftdoajarticles:oai:doaj.org/article:d3848d43dd204e038c4b496439659c54 2023-05-15T14:01:25+02:00 The seasonal cycle of p CO 2 and CO 2 fluxes in the Southern Ocean: diagnosing anomalies in CMIP5 Earth system models N. P. Mongwe M. Vichi P. M. S. Monteiro 2018-05-01T00:00:00Z https://doi.org/10.5194/bg-15-2851-2018 https://doaj.org/article/d3848d43dd204e038c4b496439659c54 EN eng Copernicus Publications https://www.biogeosciences.net/15/2851/2018/bg-15-2851-2018.pdf https://doaj.org/toc/1726-4170 https://doaj.org/toc/1726-4189 doi:10.5194/bg-15-2851-2018 1726-4170 1726-4189 https://doaj.org/article/d3848d43dd204e038c4b496439659c54 Biogeosciences, Vol 15, Pp 2851-2872 (2018) Ecology QH540-549.5 Life QH501-531 Geology QE1-996.5 article 2018 ftdoajarticles https://doi.org/10.5194/bg-15-2851-2018 2022-12-31T02:18:03Z The Southern Ocean forms an important component of the Earth system as a major sink of CO 2 and heat. Recent studies based on the Coupled Model Intercomparison Project version 5 (CMIP5) Earth system models (ESMs) show that CMIP5 models disagree on the phasing of the seasonal cycle of the CO 2 flux ( F CO 2 ) and compare poorly with available observation products for the Southern Ocean. Because the seasonal cycle is the dominant mode of CO 2 variability in the Southern Ocean, its simulation is a rigorous test for models and their long-term projections. Here we examine the competing roles of temperature and dissolved inorganic carbon (DIC) as drivers of the seasonal cycle of p CO 2 in the Southern Ocean to explain the mechanistic basis for the seasonal biases in CMIP5 models. We find that despite significant differences in the spatial characteristics of the mean annual fluxes, the intra-model homogeneity in the seasonal cycle of F CO 2 is greater than observational products. F CO 2 biases in CMIP5 models can be grouped into two main categories, i.e., group-SST and group-DIC. Group-SST models show an exaggeration of the seasonal rates of change of sea surface temperature (SST) in autumn and spring during the cooling and warming peaks. These higher-than-observed rates of change of SST tip the control of the seasonal cycle of p CO 2 and F CO 2 towards SST and result in a divergence between the observed and modeled seasonal cycles, particularly in the Sub-Antarctic Zone. While almost all analyzed models (9 out of 10) show these SST-driven biases, 3 out of 10 (namely NorESM1-ME, HadGEM-ES and MPI-ESM, collectively the group-DIC models) compensate for the solubility bias because of their overly exaggerated primary production, such that biologically driven DIC changes mainly regulate the seasonal cycle of F CO 2 . Article in Journal/Newspaper Antarc* Antarctic Southern Ocean Directory of Open Access Journals: DOAJ Articles Antarctic Southern Ocean Biogeosciences 15 9 2851 2872 |
institution |
Open Polar |
collection |
Directory of Open Access Journals: DOAJ Articles |
op_collection_id |
ftdoajarticles |
language |
English |
topic |
Ecology QH540-549.5 Life QH501-531 Geology QE1-996.5 |
spellingShingle |
Ecology QH540-549.5 Life QH501-531 Geology QE1-996.5 N. P. Mongwe M. Vichi P. M. S. Monteiro The seasonal cycle of p CO 2 and CO 2 fluxes in the Southern Ocean: diagnosing anomalies in CMIP5 Earth system models |
topic_facet |
Ecology QH540-549.5 Life QH501-531 Geology QE1-996.5 |
description |
The Southern Ocean forms an important component of the Earth system as a major sink of CO 2 and heat. Recent studies based on the Coupled Model Intercomparison Project version 5 (CMIP5) Earth system models (ESMs) show that CMIP5 models disagree on the phasing of the seasonal cycle of the CO 2 flux ( F CO 2 ) and compare poorly with available observation products for the Southern Ocean. Because the seasonal cycle is the dominant mode of CO 2 variability in the Southern Ocean, its simulation is a rigorous test for models and their long-term projections. Here we examine the competing roles of temperature and dissolved inorganic carbon (DIC) as drivers of the seasonal cycle of p CO 2 in the Southern Ocean to explain the mechanistic basis for the seasonal biases in CMIP5 models. We find that despite significant differences in the spatial characteristics of the mean annual fluxes, the intra-model homogeneity in the seasonal cycle of F CO 2 is greater than observational products. F CO 2 biases in CMIP5 models can be grouped into two main categories, i.e., group-SST and group-DIC. Group-SST models show an exaggeration of the seasonal rates of change of sea surface temperature (SST) in autumn and spring during the cooling and warming peaks. These higher-than-observed rates of change of SST tip the control of the seasonal cycle of p CO 2 and F CO 2 towards SST and result in a divergence between the observed and modeled seasonal cycles, particularly in the Sub-Antarctic Zone. While almost all analyzed models (9 out of 10) show these SST-driven biases, 3 out of 10 (namely NorESM1-ME, HadGEM-ES and MPI-ESM, collectively the group-DIC models) compensate for the solubility bias because of their overly exaggerated primary production, such that biologically driven DIC changes mainly regulate the seasonal cycle of F CO 2 . |
format |
Article in Journal/Newspaper |
author |
N. P. Mongwe M. Vichi P. M. S. Monteiro |
author_facet |
N. P. Mongwe M. Vichi P. M. S. Monteiro |
author_sort |
N. P. Mongwe |
title |
The seasonal cycle of p CO 2 and CO 2 fluxes in the Southern Ocean: diagnosing anomalies in CMIP5 Earth system models |
title_short |
The seasonal cycle of p CO 2 and CO 2 fluxes in the Southern Ocean: diagnosing anomalies in CMIP5 Earth system models |
title_full |
The seasonal cycle of p CO 2 and CO 2 fluxes in the Southern Ocean: diagnosing anomalies in CMIP5 Earth system models |
title_fullStr |
The seasonal cycle of p CO 2 and CO 2 fluxes in the Southern Ocean: diagnosing anomalies in CMIP5 Earth system models |
title_full_unstemmed |
The seasonal cycle of p CO 2 and CO 2 fluxes in the Southern Ocean: diagnosing anomalies in CMIP5 Earth system models |
title_sort |
seasonal cycle of p co 2 and co 2 fluxes in the southern ocean: diagnosing anomalies in cmip5 earth system models |
publisher |
Copernicus Publications |
publishDate |
2018 |
url |
https://doi.org/10.5194/bg-15-2851-2018 https://doaj.org/article/d3848d43dd204e038c4b496439659c54 |
geographic |
Antarctic Southern Ocean |
geographic_facet |
Antarctic Southern Ocean |
genre |
Antarc* Antarctic Southern Ocean |
genre_facet |
Antarc* Antarctic Southern Ocean |
op_source |
Biogeosciences, Vol 15, Pp 2851-2872 (2018) |
op_relation |
https://www.biogeosciences.net/15/2851/2018/bg-15-2851-2018.pdf https://doaj.org/toc/1726-4170 https://doaj.org/toc/1726-4189 doi:10.5194/bg-15-2851-2018 1726-4170 1726-4189 https://doaj.org/article/d3848d43dd204e038c4b496439659c54 |
op_doi |
https://doi.org/10.5194/bg-15-2851-2018 |
container_title |
Biogeosciences |
container_volume |
15 |
container_issue |
9 |
container_start_page |
2851 |
op_container_end_page |
2872 |
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1766271242565844992 |