Skillful prediction of Barents Sea ice cover

A main concern of present climate change is the Arctic sea ice cover. In wintertime, its observed variability is largely carried by the Barents Sea. Here we propose and evaluate a simple quantitative and prognostic framework based on first principles and rooted in observations to predict the annual...

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Main Authors: Onarheim, Ingrid Husøy, Eldevik, Tor, Årthun, Marius, Ingvaldsen, Randi, Smedsrud, Lars Henrik
Format: Article in Journal/Newspaper
Language:English
Published: American Geophysical Union (AGU) 2015
Subjects:
Online Access:https://hdl.handle.net/1956/10787
id ftunivbergen:oai:bora.uib.no:1956/10787
record_format openpolar
spelling ftunivbergen:oai:bora.uib.no:1956/10787 2023-05-15T14:21:52+02:00 Skillful prediction of Barents Sea ice cover Onarheim, Ingrid Husøy Eldevik, Tor Årthun, Marius Ingvaldsen, Randi Smedsrud, Lars Henrik 2015-09-07T12:11:17Z application/pdf https://hdl.handle.net/1956/10787 eng eng American Geophysical Union (AGU) Regional, seasonal, and predictable Arctic sea ice change urn:issn:0094-8276 https://hdl.handle.net/1956/10787 cristin:1253185 Attribution CC BY http://creativecommons.org/licenses/by-nc-nd/4.0 Copyright 2015. The Authors Sea ice Barents Sea ocean heat transport Arctic VDP::Matematikk og Naturvitenskap: 400 Peer reviewed Journal article 2015 ftunivbergen 2023-03-14T17:40:27Z A main concern of present climate change is the Arctic sea ice cover. In wintertime, its observed variability is largely carried by the Barents Sea. Here we propose and evaluate a simple quantitative and prognostic framework based on first principles and rooted in observations to predict the annual mean Barents Sea ice cover, which variance is carried by the winter ice (96%). By using observed ocean heat transport and sea ice area, the proposed framework appears skillful and explains 50% of the observed sea ice variance up to 2 years in advance. The qualitative prediction of increase versus decrease in ice cover is correct 88% of the time. Model imperfections can largely be diagnosed from simultaneous meridional winds. The framework and skill are supported by a 60 year simulation from a regional ice-ocean model. We particularly predict that the winter sea ice cover for 2016 will be slightly less than 2015. publishedVersion Article in Journal/Newspaper Arctic Arctic Barents Sea Climate change Sea ice University of Bergen: Bergen Open Research Archive (BORA-UiB) Arctic Barents Sea
institution Open Polar
collection University of Bergen: Bergen Open Research Archive (BORA-UiB)
op_collection_id ftunivbergen
language English
topic Sea ice
Barents Sea
ocean heat transport
Arctic
VDP::Matematikk og Naturvitenskap: 400
spellingShingle Sea ice
Barents Sea
ocean heat transport
Arctic
VDP::Matematikk og Naturvitenskap: 400
Onarheim, Ingrid Husøy
Eldevik, Tor
Årthun, Marius
Ingvaldsen, Randi
Smedsrud, Lars Henrik
Skillful prediction of Barents Sea ice cover
topic_facet Sea ice
Barents Sea
ocean heat transport
Arctic
VDP::Matematikk og Naturvitenskap: 400
description A main concern of present climate change is the Arctic sea ice cover. In wintertime, its observed variability is largely carried by the Barents Sea. Here we propose and evaluate a simple quantitative and prognostic framework based on first principles and rooted in observations to predict the annual mean Barents Sea ice cover, which variance is carried by the winter ice (96%). By using observed ocean heat transport and sea ice area, the proposed framework appears skillful and explains 50% of the observed sea ice variance up to 2 years in advance. The qualitative prediction of increase versus decrease in ice cover is correct 88% of the time. Model imperfections can largely be diagnosed from simultaneous meridional winds. The framework and skill are supported by a 60 year simulation from a regional ice-ocean model. We particularly predict that the winter sea ice cover for 2016 will be slightly less than 2015. publishedVersion
format Article in Journal/Newspaper
author Onarheim, Ingrid Husøy
Eldevik, Tor
Årthun, Marius
Ingvaldsen, Randi
Smedsrud, Lars Henrik
author_facet Onarheim, Ingrid Husøy
Eldevik, Tor
Årthun, Marius
Ingvaldsen, Randi
Smedsrud, Lars Henrik
author_sort Onarheim, Ingrid Husøy
title Skillful prediction of Barents Sea ice cover
title_short Skillful prediction of Barents Sea ice cover
title_full Skillful prediction of Barents Sea ice cover
title_fullStr Skillful prediction of Barents Sea ice cover
title_full_unstemmed Skillful prediction of Barents Sea ice cover
title_sort skillful prediction of barents sea ice cover
publisher American Geophysical Union (AGU)
publishDate 2015
url https://hdl.handle.net/1956/10787
geographic Arctic
Barents Sea
geographic_facet Arctic
Barents Sea
genre Arctic
Arctic
Barents Sea
Climate change
Sea ice
genre_facet Arctic
Arctic
Barents Sea
Climate change
Sea ice
op_relation Regional, seasonal, and predictable Arctic sea ice change
urn:issn:0094-8276
https://hdl.handle.net/1956/10787
cristin:1253185
op_rights Attribution CC BY
http://creativecommons.org/licenses/by-nc-nd/4.0
Copyright 2015. The Authors
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