Critical Southern Ocean climate model biases traced to atmospheric model cloud errors

The Southern Ocean is a pivotal component of the global climate system yet it is poorly represented in climate models, with significant biases in upper-ocean temperatures, clouds and winds. Combining Atmospheric and Coupled Model Inter-comparison Project (AMIP5/CMIP5) simulations, with observations...

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Published in:Nature Communications
Main Authors: Hyder, Patrick, Edwards, John M., Allan, Richard P., Hewitt, Helene T., Bracegirdle, Thomas J., Gregory, Jonathan M., Wood, Richard A., Meijers, Andrew J. S., Mulcahy, Jane, Field, Paul, Furtado, Kalli, Bodas-salcedo, Alejandro, Williams, Keith D., Copsey, Dan, Josey, Simon A., Liu, Chunlei, Roberts, Chris D., Sanchez, Claudio, Ridley, Jeff, Thorpe, Livia, Hardiman, Steven C., Mayer, Michael, Berry, David I., Belcher, Stephen E.
Format: Article in Journal/Newspaper
Language:English
Published: 2018
Subjects:
Online Access:https://eprints.soton.ac.uk/424151/
https://eprints.soton.ac.uk/424151/1/s41467_018_05634_2.pdf
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spelling ftsouthampton:oai:eprints.soton.ac.uk:424151 2023-07-30T04:06:58+02:00 Critical Southern Ocean climate model biases traced to atmospheric model cloud errors Hyder, Patrick Edwards, John M. Allan, Richard P. Hewitt, Helene T. Bracegirdle, Thomas J. Gregory, Jonathan M. Wood, Richard A. Meijers, Andrew J. S. Mulcahy, Jane Field, Paul Furtado, Kalli Bodas-salcedo, Alejandro Williams, Keith D. Copsey, Dan Josey, Simon A. Liu, Chunlei Roberts, Chris D. Sanchez, Claudio Ridley, Jeff Thorpe, Livia Hardiman, Steven C. Mayer, Michael Berry, David I. Belcher, Stephen E. 2018-09-11 text https://eprints.soton.ac.uk/424151/ https://eprints.soton.ac.uk/424151/1/s41467_018_05634_2.pdf en English eng https://eprints.soton.ac.uk/424151/1/s41467_018_05634_2.pdf Hyder, Patrick, Edwards, John M., Allan, Richard P., Hewitt, Helene T., Bracegirdle, Thomas J., Gregory, Jonathan M., Wood, Richard A., Meijers, Andrew J. S., Mulcahy, Jane, Field, Paul, Furtado, Kalli, Bodas-salcedo, Alejandro, Williams, Keith D., Copsey, Dan, Josey, Simon A., Liu, Chunlei, Roberts, Chris D., Sanchez, Claudio, Ridley, Jeff, Thorpe, Livia, Hardiman, Steven C., Mayer, Michael, Berry, David I. and Belcher, Stephen E. (2018) Critical Southern Ocean climate model biases traced to atmospheric model cloud errors. Nature Communications, 9 (1), [3625]. (doi:10.1038/s41467-018-05634-2 <http://dx.doi.org/10.1038/s41467-018-05634-2>). cc_by_4 Article PeerReviewed 2018 ftsouthampton https://doi.org/10.1038/s41467-018-05634-2 2023-07-09T22:24:51Z The Southern Ocean is a pivotal component of the global climate system yet it is poorly represented in climate models, with significant biases in upper-ocean temperatures, clouds and winds. Combining Atmospheric and Coupled Model Inter-comparison Project (AMIP5/CMIP5) simulations, with observations and equilibrium heat budget theory, we show that across the CMIP5 ensemble variations in sea surface temperature biases in the 40–60°S Southern Ocean are primarily caused by AMIP5 atmospheric model net surface flux bias variations, linked to cloud-related short-wave errors. Equilibration of the biases involves local coupled sea surface temperature bias feedbacks onto the surface heat flux components. In combination with wind feedbacks, these biases adversely modify upper-ocean thermal structure. Most AMIP5 atmospheric models that exhibit small net heat flux biases appear to achieve this through compensating errors. We demonstrate that targeted developments to cloud-related parameterisations provide a route to better represent the Southern Ocean in climate models and projections. Article in Journal/Newspaper Southern Ocean University of Southampton: e-Prints Soton Southern Ocean Nature Communications 9 1
institution Open Polar
collection University of Southampton: e-Prints Soton
op_collection_id ftsouthampton
language English
description The Southern Ocean is a pivotal component of the global climate system yet it is poorly represented in climate models, with significant biases in upper-ocean temperatures, clouds and winds. Combining Atmospheric and Coupled Model Inter-comparison Project (AMIP5/CMIP5) simulations, with observations and equilibrium heat budget theory, we show that across the CMIP5 ensemble variations in sea surface temperature biases in the 40–60°S Southern Ocean are primarily caused by AMIP5 atmospheric model net surface flux bias variations, linked to cloud-related short-wave errors. Equilibration of the biases involves local coupled sea surface temperature bias feedbacks onto the surface heat flux components. In combination with wind feedbacks, these biases adversely modify upper-ocean thermal structure. Most AMIP5 atmospheric models that exhibit small net heat flux biases appear to achieve this through compensating errors. We demonstrate that targeted developments to cloud-related parameterisations provide a route to better represent the Southern Ocean in climate models and projections.
format Article in Journal/Newspaper
author Hyder, Patrick
Edwards, John M.
Allan, Richard P.
Hewitt, Helene T.
Bracegirdle, Thomas J.
Gregory, Jonathan M.
Wood, Richard A.
Meijers, Andrew J. S.
Mulcahy, Jane
Field, Paul
Furtado, Kalli
Bodas-salcedo, Alejandro
Williams, Keith D.
Copsey, Dan
Josey, Simon A.
Liu, Chunlei
Roberts, Chris D.
Sanchez, Claudio
Ridley, Jeff
Thorpe, Livia
Hardiman, Steven C.
Mayer, Michael
Berry, David I.
Belcher, Stephen E.
spellingShingle Hyder, Patrick
Edwards, John M.
Allan, Richard P.
Hewitt, Helene T.
Bracegirdle, Thomas J.
Gregory, Jonathan M.
Wood, Richard A.
Meijers, Andrew J. S.
Mulcahy, Jane
Field, Paul
Furtado, Kalli
Bodas-salcedo, Alejandro
Williams, Keith D.
Copsey, Dan
Josey, Simon A.
Liu, Chunlei
Roberts, Chris D.
Sanchez, Claudio
Ridley, Jeff
Thorpe, Livia
Hardiman, Steven C.
Mayer, Michael
Berry, David I.
Belcher, Stephen E.
Critical Southern Ocean climate model biases traced to atmospheric model cloud errors
author_facet Hyder, Patrick
Edwards, John M.
Allan, Richard P.
Hewitt, Helene T.
Bracegirdle, Thomas J.
Gregory, Jonathan M.
Wood, Richard A.
Meijers, Andrew J. S.
Mulcahy, Jane
Field, Paul
Furtado, Kalli
Bodas-salcedo, Alejandro
Williams, Keith D.
Copsey, Dan
Josey, Simon A.
Liu, Chunlei
Roberts, Chris D.
Sanchez, Claudio
Ridley, Jeff
Thorpe, Livia
Hardiman, Steven C.
Mayer, Michael
Berry, David I.
Belcher, Stephen E.
author_sort Hyder, Patrick
title Critical Southern Ocean climate model biases traced to atmospheric model cloud errors
title_short Critical Southern Ocean climate model biases traced to atmospheric model cloud errors
title_full Critical Southern Ocean climate model biases traced to atmospheric model cloud errors
title_fullStr Critical Southern Ocean climate model biases traced to atmospheric model cloud errors
title_full_unstemmed Critical Southern Ocean climate model biases traced to atmospheric model cloud errors
title_sort critical southern ocean climate model biases traced to atmospheric model cloud errors
publishDate 2018
url https://eprints.soton.ac.uk/424151/
https://eprints.soton.ac.uk/424151/1/s41467_018_05634_2.pdf
geographic Southern Ocean
geographic_facet Southern Ocean
genre Southern Ocean
genre_facet Southern Ocean
op_relation https://eprints.soton.ac.uk/424151/1/s41467_018_05634_2.pdf
Hyder, Patrick, Edwards, John M., Allan, Richard P., Hewitt, Helene T., Bracegirdle, Thomas J., Gregory, Jonathan M., Wood, Richard A., Meijers, Andrew J. S., Mulcahy, Jane, Field, Paul, Furtado, Kalli, Bodas-salcedo, Alejandro, Williams, Keith D., Copsey, Dan, Josey, Simon A., Liu, Chunlei, Roberts, Chris D., Sanchez, Claudio, Ridley, Jeff, Thorpe, Livia, Hardiman, Steven C., Mayer, Michael, Berry, David I. and Belcher, Stephen E. (2018) Critical Southern Ocean climate model biases traced to atmospheric model cloud errors. Nature Communications, 9 (1), [3625]. (doi:10.1038/s41467-018-05634-2 <http://dx.doi.org/10.1038/s41467-018-05634-2>).
op_rights cc_by_4
op_doi https://doi.org/10.1038/s41467-018-05634-2
container_title Nature Communications
container_volume 9
container_issue 1
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