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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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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1766320652747276288 |