Improved teleconnection between Arctic sea ice and the North Atlantic Oscillation through stochastic process representation

The extent to which interannual variability in Arctic sea ice influences the mid-latitude circulation has been extensively debated. While observational data support the existence of a teleconnection between November sea ice in the Barents–Kara region and the subsequent winter North Atlantic Oscillat...

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Published in:Weather and Climate Dynamics
Main Authors: Strommen, Kristian, Juricke, Stephan, Cooper, Fenwick
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2022
Subjects:
Online Access:https://doi.org/10.5194/wcd-3-951-2022
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spelling ftnonlinearchiv:oai:noa.gwlb.de:cop_mods_00062324 2023-05-15T14:56:13+02:00 Improved teleconnection between Arctic sea ice and the North Atlantic Oscillation through stochastic process representation Strommen, Kristian Juricke, Stephan Cooper, Fenwick 2022-08 electronic https://doi.org/10.5194/wcd-3-951-2022 https://noa.gwlb.de/receive/cop_mods_00062324 https://noa.gwlb.de/servlets/MCRFileNodeServlet/cop_derivate_00061622/wcd-3-951-2022.pdf https://wcd.copernicus.org/articles/3/951/2022/wcd-3-951-2022.pdf eng eng Copernicus Publications Weather and Climate Dynamics -- https://www.weather-climate-dynamics.net/ -- 2698-4016 https://doi.org/10.5194/wcd-3-951-2022 https://noa.gwlb.de/receive/cop_mods_00062324 https://noa.gwlb.de/servlets/MCRFileNodeServlet/cop_derivate_00061622/wcd-3-951-2022.pdf https://wcd.copernicus.org/articles/3/951/2022/wcd-3-951-2022.pdf https://creativecommons.org/licenses/by/4.0/ uneingeschränkt info:eu-repo/semantics/openAccess CC-BY article Verlagsveröffentlichung article Text doc-type:article 2022 ftnonlinearchiv https://doi.org/10.5194/wcd-3-951-2022 2022-08-21T23:11:53Z The extent to which interannual variability in Arctic sea ice influences the mid-latitude circulation has been extensively debated. While observational data support the existence of a teleconnection between November sea ice in the Barents–Kara region and the subsequent winter North Atlantic Oscillation, climate models do not consistently reproduce such a link, with only very weak inter-model consensus. We show, using the EC-Earth3 climate model, that while an ensemble of coupled EC-Earth3 simulations shows no evidence of such a teleconnection, the inclusion of stochastic parameterizations to the ocean and sea ice component results in the emergence of a robust teleconnection comparable in magnitude to that observed. While the exact mechanisms causing this remain unclear, we argue that it can be accounted for by an improved ice–ocean–atmosphere coupling due to the stochastic perturbations, which aim to represent the effect of unresolved ice and ocean variability. In particular, the weak inter-model consensus may to a large extent be due to model biases in surface coupling, with stochastic parameterizations being one possible remedy. Article in Journal/Newspaper Arctic North Atlantic North Atlantic oscillation Sea ice Niedersächsisches Online-Archiv NOA Arctic Weather and Climate Dynamics 3 3 951 975
institution Open Polar
collection Niedersächsisches Online-Archiv NOA
op_collection_id ftnonlinearchiv
language English
topic article
Verlagsveröffentlichung
spellingShingle article
Verlagsveröffentlichung
Strommen, Kristian
Juricke, Stephan
Cooper, Fenwick
Improved teleconnection between Arctic sea ice and the North Atlantic Oscillation through stochastic process representation
topic_facet article
Verlagsveröffentlichung
description The extent to which interannual variability in Arctic sea ice influences the mid-latitude circulation has been extensively debated. While observational data support the existence of a teleconnection between November sea ice in the Barents–Kara region and the subsequent winter North Atlantic Oscillation, climate models do not consistently reproduce such a link, with only very weak inter-model consensus. We show, using the EC-Earth3 climate model, that while an ensemble of coupled EC-Earth3 simulations shows no evidence of such a teleconnection, the inclusion of stochastic parameterizations to the ocean and sea ice component results in the emergence of a robust teleconnection comparable in magnitude to that observed. While the exact mechanisms causing this remain unclear, we argue that it can be accounted for by an improved ice–ocean–atmosphere coupling due to the stochastic perturbations, which aim to represent the effect of unresolved ice and ocean variability. In particular, the weak inter-model consensus may to a large extent be due to model biases in surface coupling, with stochastic parameterizations being one possible remedy.
format Article in Journal/Newspaper
author Strommen, Kristian
Juricke, Stephan
Cooper, Fenwick
author_facet Strommen, Kristian
Juricke, Stephan
Cooper, Fenwick
author_sort Strommen, Kristian
title Improved teleconnection between Arctic sea ice and the North Atlantic Oscillation through stochastic process representation
title_short Improved teleconnection between Arctic sea ice and the North Atlantic Oscillation through stochastic process representation
title_full Improved teleconnection between Arctic sea ice and the North Atlantic Oscillation through stochastic process representation
title_fullStr Improved teleconnection between Arctic sea ice and the North Atlantic Oscillation through stochastic process representation
title_full_unstemmed Improved teleconnection between Arctic sea ice and the North Atlantic Oscillation through stochastic process representation
title_sort improved teleconnection between arctic sea ice and the north atlantic oscillation through stochastic process representation
publisher Copernicus Publications
publishDate 2022
url https://doi.org/10.5194/wcd-3-951-2022
https://noa.gwlb.de/receive/cop_mods_00062324
https://noa.gwlb.de/servlets/MCRFileNodeServlet/cop_derivate_00061622/wcd-3-951-2022.pdf
https://wcd.copernicus.org/articles/3/951/2022/wcd-3-951-2022.pdf
geographic Arctic
geographic_facet Arctic
genre Arctic
North Atlantic
North Atlantic oscillation
Sea ice
genre_facet Arctic
North Atlantic
North Atlantic oscillation
Sea ice
op_relation Weather and Climate Dynamics -- https://www.weather-climate-dynamics.net/ -- 2698-4016
https://doi.org/10.5194/wcd-3-951-2022
https://noa.gwlb.de/receive/cop_mods_00062324
https://noa.gwlb.de/servlets/MCRFileNodeServlet/cop_derivate_00061622/wcd-3-951-2022.pdf
https://wcd.copernicus.org/articles/3/951/2022/wcd-3-951-2022.pdf
op_rights https://creativecommons.org/licenses/by/4.0/
uneingeschränkt
info:eu-repo/semantics/openAccess
op_rightsnorm CC-BY
op_doi https://doi.org/10.5194/wcd-3-951-2022
container_title Weather and Climate Dynamics
container_volume 3
container_issue 3
container_start_page 951
op_container_end_page 975
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