Bright Prospects for Arctic Sea Ice Prediction on Subseasonal Time Scales

The need for reliable forecasts for the sea ice evolution from weeks to months in advance has substantially grown in the last decade. Sea ice forecasts are of critical importance to manage the opportunities and risks that come with increasing socioeconomic activities in the rapidly changing Arctic,...

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Published in:Geophysical Research Letters
Main Authors: Zampieri, Lorenzo, Goessling, Helge F., Jung, Thomas
Format: Article in Journal/Newspaper
Language:unknown
Published: 2018
Subjects:
Online Access:https://zenodo.org/record/1471501
https://doi.org/10.1029/2018GL079394
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spelling ftzenodo:oai:zenodo.org:1471501 2023-05-15T14:50:55+02:00 Bright Prospects for Arctic Sea Ice Prediction on Subseasonal Time Scales Zampieri, Lorenzo Goessling, Helge F. Jung, Thomas 2018-09-19 https://zenodo.org/record/1471501 https://doi.org/10.1029/2018GL079394 unknown info:eu-repo/grantAgreement/EC/H2020/727862/ https://zenodo.org/communities/applicate https://zenodo.org/record/1471501 https://doi.org/10.1029/2018GL079394 oai:zenodo.org:1471501 info:eu-repo/semantics/openAccess https://creativecommons.org/licenses/by/4.0/legalcode info:eu-repo/semantics/article publication-article 2018 ftzenodo https://doi.org/10.1029/2018GL079394 2023-03-11T02:43:26Z The need for reliable forecasts for the sea ice evolution from weeks to months in advance has substantially grown in the last decade. Sea ice forecasts are of critical importance to manage the opportunities and risks that come with increasing socioeconomic activities in the rapidly changing Arctic, which, despite the reduction of the sea ice cover, remains an extreme environment. The position of the sea ice edge is a key parameter for potential forecast users, such as Arctic mariners. However, little is known about the ability of current operational subseasonal forecast systems to predict the evolution of the ice edge. Therefore, we assess for the first time the skill of state‐of‐the‐art forecast systems, using a new verification metric that quantifies the accuracy of the ice edge position in a meaningful way. Our results demonstrate that subseasonal sea ice predictions are in an early stage, although skillful predictions 1.5 months ahead are already possible. We argue that relatively modest investments into reducing initial state and model errors will lead to major returns in predictive skill. Article in Journal/Newspaper Arctic Sea ice Zenodo Arctic Geophysical Research Letters 45 18 9731 9738
institution Open Polar
collection Zenodo
op_collection_id ftzenodo
language unknown
description The need for reliable forecasts for the sea ice evolution from weeks to months in advance has substantially grown in the last decade. Sea ice forecasts are of critical importance to manage the opportunities and risks that come with increasing socioeconomic activities in the rapidly changing Arctic, which, despite the reduction of the sea ice cover, remains an extreme environment. The position of the sea ice edge is a key parameter for potential forecast users, such as Arctic mariners. However, little is known about the ability of current operational subseasonal forecast systems to predict the evolution of the ice edge. Therefore, we assess for the first time the skill of state‐of‐the‐art forecast systems, using a new verification metric that quantifies the accuracy of the ice edge position in a meaningful way. Our results demonstrate that subseasonal sea ice predictions are in an early stage, although skillful predictions 1.5 months ahead are already possible. We argue that relatively modest investments into reducing initial state and model errors will lead to major returns in predictive skill.
format Article in Journal/Newspaper
author Zampieri, Lorenzo
Goessling, Helge F.
Jung, Thomas
spellingShingle Zampieri, Lorenzo
Goessling, Helge F.
Jung, Thomas
Bright Prospects for Arctic Sea Ice Prediction on Subseasonal Time Scales
author_facet Zampieri, Lorenzo
Goessling, Helge F.
Jung, Thomas
author_sort Zampieri, Lorenzo
title Bright Prospects for Arctic Sea Ice Prediction on Subseasonal Time Scales
title_short Bright Prospects for Arctic Sea Ice Prediction on Subseasonal Time Scales
title_full Bright Prospects for Arctic Sea Ice Prediction on Subseasonal Time Scales
title_fullStr Bright Prospects for Arctic Sea Ice Prediction on Subseasonal Time Scales
title_full_unstemmed Bright Prospects for Arctic Sea Ice Prediction on Subseasonal Time Scales
title_sort bright prospects for arctic sea ice prediction on subseasonal time scales
publishDate 2018
url https://zenodo.org/record/1471501
https://doi.org/10.1029/2018GL079394
geographic Arctic
geographic_facet Arctic
genre Arctic
Sea ice
genre_facet Arctic
Sea ice
op_relation info:eu-repo/grantAgreement/EC/H2020/727862/
https://zenodo.org/communities/applicate
https://zenodo.org/record/1471501
https://doi.org/10.1029/2018GL079394
oai:zenodo.org:1471501
op_rights info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by/4.0/legalcode
op_doi https://doi.org/10.1029/2018GL079394
container_title Geophysical Research Letters
container_volume 45
container_issue 18
container_start_page 9731
op_container_end_page 9738
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