How much should we believe correlations between Arctic cyclones and sea ice extent?

This paper presents an investigation of the robustness of correlations between characteristics of Arctic summer cyclones and September Arctic sea ice extent. A cyclone identification and tracking algorithm is run for output from 100-year coupled climate model simulations at two resolutions and for 3...

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Published in:The Cryosphere
Main Authors: J. G. L. Rae, A. D. Todd, E. W. Blockley, J. K. Ridley
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2017
Subjects:
Online Access:https://doi.org/10.5194/tc-11-3023-2017
https://doaj.org/article/1a282a831e3f44d58bd9f646c90024de
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spelling ftdoajarticles:oai:doaj.org/article:1a282a831e3f44d58bd9f646c90024de 2023-05-15T14:49:34+02:00 How much should we believe correlations between Arctic cyclones and sea ice extent? J. G. L. Rae A. D. Todd E. W. Blockley J. K. Ridley 2017-12-01T00:00:00Z https://doi.org/10.5194/tc-11-3023-2017 https://doaj.org/article/1a282a831e3f44d58bd9f646c90024de EN eng Copernicus Publications https://www.the-cryosphere.net/11/3023/2017/tc-11-3023-2017.pdf https://doaj.org/toc/1994-0416 https://doaj.org/toc/1994-0424 doi:10.5194/tc-11-3023-2017 1994-0416 1994-0424 https://doaj.org/article/1a282a831e3f44d58bd9f646c90024de The Cryosphere, Vol 11, Pp 3023-3034 (2017) Environmental sciences GE1-350 Geology QE1-996.5 article 2017 ftdoajarticles https://doi.org/10.5194/tc-11-3023-2017 2022-12-31T13:18:13Z This paper presents an investigation of the robustness of correlations between characteristics of Arctic summer cyclones and September Arctic sea ice extent. A cyclone identification and tracking algorithm is run for output from 100-year coupled climate model simulations at two resolutions and for 30 years of reanalysis data, using two different tracking variables (mean sea-level pressure, MSLP; and 850 hPa vorticity) for identification of the cyclones. The influence of the tracking variable, the spatial resolution of the model, and spatial and temporal sampling on the correlations is then explored. We conclude that the correlations obtained depend on all of these factors and that care should be taken when interpreting the results of such analyses. Previous studies of this type have used around 30 years of reanalysis and observational data, analysed with a single tracking variable. Our results therefore cast some doubt on the conclusions drawn in those studies. Article in Journal/Newspaper Arctic Sea ice The Cryosphere Directory of Open Access Journals: DOAJ Articles Arctic The Cryosphere 11 6 3023 3034
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Environmental sciences
GE1-350
Geology
QE1-996.5
spellingShingle Environmental sciences
GE1-350
Geology
QE1-996.5
J. G. L. Rae
A. D. Todd
E. W. Blockley
J. K. Ridley
How much should we believe correlations between Arctic cyclones and sea ice extent?
topic_facet Environmental sciences
GE1-350
Geology
QE1-996.5
description This paper presents an investigation of the robustness of correlations between characteristics of Arctic summer cyclones and September Arctic sea ice extent. A cyclone identification and tracking algorithm is run for output from 100-year coupled climate model simulations at two resolutions and for 30 years of reanalysis data, using two different tracking variables (mean sea-level pressure, MSLP; and 850 hPa vorticity) for identification of the cyclones. The influence of the tracking variable, the spatial resolution of the model, and spatial and temporal sampling on the correlations is then explored. We conclude that the correlations obtained depend on all of these factors and that care should be taken when interpreting the results of such analyses. Previous studies of this type have used around 30 years of reanalysis and observational data, analysed with a single tracking variable. Our results therefore cast some doubt on the conclusions drawn in those studies.
format Article in Journal/Newspaper
author J. G. L. Rae
A. D. Todd
E. W. Blockley
J. K. Ridley
author_facet J. G. L. Rae
A. D. Todd
E. W. Blockley
J. K. Ridley
author_sort J. G. L. Rae
title How much should we believe correlations between Arctic cyclones and sea ice extent?
title_short How much should we believe correlations between Arctic cyclones and sea ice extent?
title_full How much should we believe correlations between Arctic cyclones and sea ice extent?
title_fullStr How much should we believe correlations between Arctic cyclones and sea ice extent?
title_full_unstemmed How much should we believe correlations between Arctic cyclones and sea ice extent?
title_sort how much should we believe correlations between arctic cyclones and sea ice extent?
publisher Copernicus Publications
publishDate 2017
url https://doi.org/10.5194/tc-11-3023-2017
https://doaj.org/article/1a282a831e3f44d58bd9f646c90024de
geographic Arctic
geographic_facet Arctic
genre Arctic
Sea ice
The Cryosphere
genre_facet Arctic
Sea ice
The Cryosphere
op_source The Cryosphere, Vol 11, Pp 3023-3034 (2017)
op_relation https://www.the-cryosphere.net/11/3023/2017/tc-11-3023-2017.pdf
https://doaj.org/toc/1994-0416
https://doaj.org/toc/1994-0424
doi:10.5194/tc-11-3023-2017
1994-0416
1994-0424
https://doaj.org/article/1a282a831e3f44d58bd9f646c90024de
op_doi https://doi.org/10.5194/tc-11-3023-2017
container_title The Cryosphere
container_volume 11
container_issue 6
container_start_page 3023
op_container_end_page 3034
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