Skilful seasonal predictions of Baltic Sea ice cover
The interannual variability in the Baltic Sea ice cover is strongly influenced by large scale atmospheric circulation. Recent progress in forecasting of the winter North Atlantic Oscillation (NAO) provides the possibility of skilful seasonal predictions of Baltic Sea ice conditions. In this paper we...
Published in: | Environmental Research Letters |
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Online Access: | https://doi.org/10.1088/1748-9326/10/4/044007 https://doaj.org/article/a65e60d7474c4464821a935d1e384a8a |
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ftdoajarticles:oai:doaj.org/article:a65e60d7474c4464821a935d1e384a8a 2023-09-05T13:21:25+02:00 Skilful seasonal predictions of Baltic Sea ice cover Alexey Yu Karpechko K Andrew Peterson Adam A Scaife Jouni Vainio Hilppa Gregow 2015-01-01T00:00:00Z https://doi.org/10.1088/1748-9326/10/4/044007 https://doaj.org/article/a65e60d7474c4464821a935d1e384a8a EN eng IOP Publishing https://doi.org/10.1088/1748-9326/10/4/044007 https://doaj.org/toc/1748-9326 doi:10.1088/1748-9326/10/4/044007 1748-9326 https://doaj.org/article/a65e60d7474c4464821a935d1e384a8a Environmental Research Letters, Vol 10, Iss 4, p 044007 (2015) seasonal forecasting North Atlantic Oscillation Baltic Sea ice Environmental technology. Sanitary engineering TD1-1066 Environmental sciences GE1-350 Science Q Physics QC1-999 article 2015 ftdoajarticles https://doi.org/10.1088/1748-9326/10/4/044007 2023-08-13T00:37:54Z The interannual variability in the Baltic Sea ice cover is strongly influenced by large scale atmospheric circulation. Recent progress in forecasting of the winter North Atlantic Oscillation (NAO) provides the possibility of skilful seasonal predictions of Baltic Sea ice conditions. In this paper we use a state-of-the-art forecast system to assess the predictability of the Baltic Sea annual maximum ice extent (MIE). We find a useful level of skill in retrospective forecasts initialized as early as the beginning of November. The forecast system can explain as much as 30% of the observed variability in MIE over the period 1993–2012. This skill is derived from the predictability of the NAO by using statistical relationships between the NAO and MIE in observations, while explicit simulations of sea ice have a less predictive skill. This result supports the idea that the NAO represents the main source of seasonal predictability for Northern Europe. Article in Journal/Newspaper North Atlantic North Atlantic oscillation Sea ice Directory of Open Access Journals: DOAJ Articles Environmental Research Letters 10 4 044007 |
institution |
Open Polar |
collection |
Directory of Open Access Journals: DOAJ Articles |
op_collection_id |
ftdoajarticles |
language |
English |
topic |
seasonal forecasting North Atlantic Oscillation Baltic Sea ice Environmental technology. Sanitary engineering TD1-1066 Environmental sciences GE1-350 Science Q Physics QC1-999 |
spellingShingle |
seasonal forecasting North Atlantic Oscillation Baltic Sea ice Environmental technology. Sanitary engineering TD1-1066 Environmental sciences GE1-350 Science Q Physics QC1-999 Alexey Yu Karpechko K Andrew Peterson Adam A Scaife Jouni Vainio Hilppa Gregow Skilful seasonal predictions of Baltic Sea ice cover |
topic_facet |
seasonal forecasting North Atlantic Oscillation Baltic Sea ice Environmental technology. Sanitary engineering TD1-1066 Environmental sciences GE1-350 Science Q Physics QC1-999 |
description |
The interannual variability in the Baltic Sea ice cover is strongly influenced by large scale atmospheric circulation. Recent progress in forecasting of the winter North Atlantic Oscillation (NAO) provides the possibility of skilful seasonal predictions of Baltic Sea ice conditions. In this paper we use a state-of-the-art forecast system to assess the predictability of the Baltic Sea annual maximum ice extent (MIE). We find a useful level of skill in retrospective forecasts initialized as early as the beginning of November. The forecast system can explain as much as 30% of the observed variability in MIE over the period 1993–2012. This skill is derived from the predictability of the NAO by using statistical relationships between the NAO and MIE in observations, while explicit simulations of sea ice have a less predictive skill. This result supports the idea that the NAO represents the main source of seasonal predictability for Northern Europe. |
format |
Article in Journal/Newspaper |
author |
Alexey Yu Karpechko K Andrew Peterson Adam A Scaife Jouni Vainio Hilppa Gregow |
author_facet |
Alexey Yu Karpechko K Andrew Peterson Adam A Scaife Jouni Vainio Hilppa Gregow |
author_sort |
Alexey Yu Karpechko |
title |
Skilful seasonal predictions of Baltic Sea ice cover |
title_short |
Skilful seasonal predictions of Baltic Sea ice cover |
title_full |
Skilful seasonal predictions of Baltic Sea ice cover |
title_fullStr |
Skilful seasonal predictions of Baltic Sea ice cover |
title_full_unstemmed |
Skilful seasonal predictions of Baltic Sea ice cover |
title_sort |
skilful seasonal predictions of baltic sea ice cover |
publisher |
IOP Publishing |
publishDate |
2015 |
url |
https://doi.org/10.1088/1748-9326/10/4/044007 https://doaj.org/article/a65e60d7474c4464821a935d1e384a8a |
genre |
North Atlantic North Atlantic oscillation Sea ice |
genre_facet |
North Atlantic North Atlantic oscillation Sea ice |
op_source |
Environmental Research Letters, Vol 10, Iss 4, p 044007 (2015) |
op_relation |
https://doi.org/10.1088/1748-9326/10/4/044007 https://doaj.org/toc/1748-9326 doi:10.1088/1748-9326/10/4/044007 1748-9326 https://doaj.org/article/a65e60d7474c4464821a935d1e384a8a |
op_doi |
https://doi.org/10.1088/1748-9326/10/4/044007 |
container_title |
Environmental Research Letters |
container_volume |
10 |
container_issue |
4 |
container_start_page |
044007 |
_version_ |
1776202028972769280 |