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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Published in:Journal of Climate
Main Authors: Cornish, Sam B., Kostov, Yavor, Johnson, Helen L., Lique, Camille
Format: Article in Journal/Newspaper
Language:English
Published: American Meteorological Society 2020
Subjects:
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/
id ftarchimer:oai:archimer.ifremer.fr:71270
record_format openpolar
spelling 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
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