Response of Arctic Freshwater to the Arctic Oscillation in Coupled Climate Models
The freshwater content (FWC) of the Arctic Ocean is intimately linked to the stratification—a physical characteristic of the Arctic Ocean with wide relevance for climate and biology. Here, we explore the relationship between atmospheric circulation and Arctic FWC across 12 different Coupled Model In...
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American Meteorological Society
2020
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Online Access: | https://archimer.ifremer.fr/doc/00601/71270/69668.pdf https://doi.org/10.1175/JCLI-D-19-0685.1 https://archimer.ifremer.fr/doc/00601/71270/ |
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ftarchimer:oai:archimer.ifremer.fr:71270 2023-05-15T14:32:32+02:00 Response of Arctic Freshwater to the Arctic Oscillation in Coupled Climate Models Cornish, Sam B. Kostov, Yavor Johnson, Helen L. Lique, Camille 2020-04 application/pdf https://archimer.ifremer.fr/doc/00601/71270/69668.pdf https://doi.org/10.1175/JCLI-D-19-0685.1 https://archimer.ifremer.fr/doc/00601/71270/ eng eng American Meteorological Society https://archimer.ifremer.fr/doc/00601/71270/69668.pdf doi:10.1175/JCLI-D-19-0685.1 https://archimer.ifremer.fr/doc/00601/71270/ info:eu-repo/semantics/openAccess restricted use Journal Of Climate (0894-8755) (American Meteorological Society), 2020-04 , Vol. 33 , N. 7 , P. 2533-2555 Arctic Arctic Oscillation Freshwater Statistical techniques Regression text Publication info:eu-repo/semantics/article 2020 ftarchimer https://doi.org/10.1175/JCLI-D-19-0685.1 2021-09-23T20:34:17Z The freshwater content (FWC) of the Arctic Ocean is intimately linked to the stratification—a physical characteristic of the Arctic Ocean with wide relevance for climate and biology. Here, we explore the relationship between atmospheric circulation and Arctic FWC across 12 different Coupled Model Intercomparison Project Phase 5 control run simulations. Using multiple lagged regression, we seek to isolate the linear response of Arctic FWC to a step change in the strength of the Arctic Oscillation (AO), as well as the second and third orthogonal modes of SLP variability over the Arctic domain. There is broad agreement amongst models that a step change to a more anticyclonic AO leads to an increase in Arctic FWC, with an e-folding timescale of five to ten years. However, models differ widely in the degree to which a linear response to SLP variability can explain FWC changes. While the mean states, timescales and magnitudes of FWC variability may be broadly similar, the physical origins of variability are highly inconsistent between models. We perform a robustness test that incorporates a Monte Carlo approach, to determine which response functions are most likely to represent causal, physical relationships within the models, and which are artefacts of regression. Convolution with SLP reanalysis data shows that the four most robust response functions have some skill at reproducing observed accumulation of FWC during the late 1990s and 2000s, consistent with the idea that this change was largely wind-driven. Article in Journal/Newspaper Arctic Arctic Ocean Archimer (Archive Institutionnelle de l'Ifremer - Institut français de recherche pour l'exploitation de la mer) Arctic Arctic Ocean Journal of Climate 33 7 2533 2555 |
institution |
Open Polar |
collection |
Archimer (Archive Institutionnelle de l'Ifremer - Institut français de recherche pour l'exploitation de la mer) |
op_collection_id |
ftarchimer |
language |
English |
topic |
Arctic Arctic Oscillation Freshwater Statistical techniques Regression |
spellingShingle |
Arctic Arctic Oscillation Freshwater Statistical techniques Regression Cornish, Sam B. Kostov, Yavor Johnson, Helen L. Lique, Camille Response of Arctic Freshwater to the Arctic Oscillation in Coupled Climate Models |
topic_facet |
Arctic Arctic Oscillation Freshwater Statistical techniques Regression |
description |
The freshwater content (FWC) of the Arctic Ocean is intimately linked to the stratification—a physical characteristic of the Arctic Ocean with wide relevance for climate and biology. Here, we explore the relationship between atmospheric circulation and Arctic FWC across 12 different Coupled Model Intercomparison Project Phase 5 control run simulations. Using multiple lagged regression, we seek to isolate the linear response of Arctic FWC to a step change in the strength of the Arctic Oscillation (AO), as well as the second and third orthogonal modes of SLP variability over the Arctic domain. There is broad agreement amongst models that a step change to a more anticyclonic AO leads to an increase in Arctic FWC, with an e-folding timescale of five to ten years. However, models differ widely in the degree to which a linear response to SLP variability can explain FWC changes. While the mean states, timescales and magnitudes of FWC variability may be broadly similar, the physical origins of variability are highly inconsistent between models. We perform a robustness test that incorporates a Monte Carlo approach, to determine which response functions are most likely to represent causal, physical relationships within the models, and which are artefacts of regression. Convolution with SLP reanalysis data shows that the four most robust response functions have some skill at reproducing observed accumulation of FWC during the late 1990s and 2000s, consistent with the idea that this change was largely wind-driven. |
format |
Article in Journal/Newspaper |
author |
Cornish, Sam B. Kostov, Yavor Johnson, Helen L. Lique, Camille |
author_facet |
Cornish, Sam B. Kostov, Yavor Johnson, Helen L. Lique, Camille |
author_sort |
Cornish, Sam B. |
title |
Response of Arctic Freshwater to the Arctic Oscillation in Coupled Climate Models |
title_short |
Response of Arctic Freshwater to the Arctic Oscillation in Coupled Climate Models |
title_full |
Response of Arctic Freshwater to the Arctic Oscillation in Coupled Climate Models |
title_fullStr |
Response of Arctic Freshwater to the Arctic Oscillation in Coupled Climate Models |
title_full_unstemmed |
Response of Arctic Freshwater to the Arctic Oscillation in Coupled Climate Models |
title_sort |
response of arctic freshwater to the arctic oscillation in coupled climate models |
publisher |
American Meteorological Society |
publishDate |
2020 |
url |
https://archimer.ifremer.fr/doc/00601/71270/69668.pdf https://doi.org/10.1175/JCLI-D-19-0685.1 https://archimer.ifremer.fr/doc/00601/71270/ |
geographic |
Arctic Arctic Ocean |
geographic_facet |
Arctic Arctic Ocean |
genre |
Arctic Arctic Ocean |
genre_facet |
Arctic Arctic Ocean |
op_source |
Journal Of Climate (0894-8755) (American Meteorological Society), 2020-04 , Vol. 33 , N. 7 , P. 2533-2555 |
op_relation |
https://archimer.ifremer.fr/doc/00601/71270/69668.pdf doi:10.1175/JCLI-D-19-0685.1 https://archimer.ifremer.fr/doc/00601/71270/ |
op_rights |
info:eu-repo/semantics/openAccess restricted use |
op_doi |
https://doi.org/10.1175/JCLI-D-19-0685.1 |
container_title |
Journal of Climate |
container_volume |
33 |
container_issue |
7 |
container_start_page |
2533 |
op_container_end_page |
2555 |
_version_ |
1766305925515182080 |