Robustness of serial clustering of extratropical cyclones to the choice of tracking method

Cyclone clusters are a frequent synoptic feature in the Euro-Atlantic area. Recent studies have shown that serial clustering of cyclones generally occurs on both flanks and downstream regions of the North Atlantic storm track, while cyclones tend to occur more regulary on the western side of the Nor...

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Main Authors: Pinto, Joaquim G., Ulbrich, Sven, Economou, Theodoros, Stephenson, David B., Karremann, Melanie K., Shaffrey, Len C.
Format: Article in Journal/Newspaper
Language:English
Published: TAYLOR & FRANCIS LTD 2016
Subjects:
Online Access:https://kups.ub.uni-koeln.de/29350/
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spelling ftubkoeln:oai:USBKOELN.ub.uni-koeln.de:29350 2023-05-15T16:51:55+02:00 Robustness of serial clustering of extratropical cyclones to the choice of tracking method Pinto, Joaquim G. Ulbrich, Sven Economou, Theodoros Stephenson, David B. Karremann, Melanie K. Shaffrey, Len C. 2016 https://kups.ub.uni-koeln.de/29350/ eng eng TAYLOR & FRANCIS LTD Pinto, Joaquim G., Ulbrich, Sven, Economou, Theodoros, Stephenson, David B., Karremann, Melanie K. and Shaffrey, Len C. (2016). Robustness of serial clustering of extratropical cyclones to the choice of tracking method. Tellus Ser. A-Dyn. Meteorol. Oceanol., 68. ABINGDON: TAYLOR & FRANCIS LTD. ISSN 1600-0870 ddc:no doc-type:article publishedVersion 2016 ftubkoeln 2022-11-09T07:22:13Z Cyclone clusters are a frequent synoptic feature in the Euro-Atlantic area. Recent studies have shown that serial clustering of cyclones generally occurs on both flanks and downstream regions of the North Atlantic storm track, while cyclones tend to occur more regulary on the western side of the North Atlantic basin near Newfoundland. This study explores the sensitivity of serial clustering to the choice of cyclone tracking method using cyclone track data from 15 methods derived from ERA-Interim data (1979-2010). Clustering is estimated by the dispersion (ratio of variance to mean) of winter [December - February (DJF)] cyclone passages near each grid point over the Euro-Atlantic area. The mean number of cyclone counts and their variance are compared between methods, revealing considerable differences, particularly for the latter. Results show that all different tracking methods qualitatively capture similar large-scale spatial patterns of underdispersion and overdispersion over the study region. The quantitative differences can primarily be attributed to the differences in the variance of cyclone counts between the methods. Nevertheless, overdispersion is statistically significant for almost all methods over parts of the eastern North Atlantic and Western Europe, and is therefore considered as a robust feature. The influence of the North Atlantic Oscillation (NAO) on cyclone clustering displays a similar pattern for all tracking methods, with one maximum near Iceland and another between the Azores and Iberia. The differences in variance between methods are not related with different sensitivities to the NAO, which can account to over 50% of the clustering in some regions. We conclude that the general features of underdispersion and overdispersion of extratropical cyclones over the North Atlantic and Western Europe are robust to the choice of tracking method. The same is true for the influence of the NAO on cyclone dispersion. Article in Journal/Newspaper Iceland Newfoundland North Atlantic North Atlantic oscillation Cologne University: KUPS
institution Open Polar
collection Cologne University: KUPS
op_collection_id ftubkoeln
language English
topic ddc:no
spellingShingle ddc:no
Pinto, Joaquim G.
Ulbrich, Sven
Economou, Theodoros
Stephenson, David B.
Karremann, Melanie K.
Shaffrey, Len C.
Robustness of serial clustering of extratropical cyclones to the choice of tracking method
topic_facet ddc:no
description Cyclone clusters are a frequent synoptic feature in the Euro-Atlantic area. Recent studies have shown that serial clustering of cyclones generally occurs on both flanks and downstream regions of the North Atlantic storm track, while cyclones tend to occur more regulary on the western side of the North Atlantic basin near Newfoundland. This study explores the sensitivity of serial clustering to the choice of cyclone tracking method using cyclone track data from 15 methods derived from ERA-Interim data (1979-2010). Clustering is estimated by the dispersion (ratio of variance to mean) of winter [December - February (DJF)] cyclone passages near each grid point over the Euro-Atlantic area. The mean number of cyclone counts and their variance are compared between methods, revealing considerable differences, particularly for the latter. Results show that all different tracking methods qualitatively capture similar large-scale spatial patterns of underdispersion and overdispersion over the study region. The quantitative differences can primarily be attributed to the differences in the variance of cyclone counts between the methods. Nevertheless, overdispersion is statistically significant for almost all methods over parts of the eastern North Atlantic and Western Europe, and is therefore considered as a robust feature. The influence of the North Atlantic Oscillation (NAO) on cyclone clustering displays a similar pattern for all tracking methods, with one maximum near Iceland and another between the Azores and Iberia. The differences in variance between methods are not related with different sensitivities to the NAO, which can account to over 50% of the clustering in some regions. We conclude that the general features of underdispersion and overdispersion of extratropical cyclones over the North Atlantic and Western Europe are robust to the choice of tracking method. The same is true for the influence of the NAO on cyclone dispersion.
format Article in Journal/Newspaper
author Pinto, Joaquim G.
Ulbrich, Sven
Economou, Theodoros
Stephenson, David B.
Karremann, Melanie K.
Shaffrey, Len C.
author_facet Pinto, Joaquim G.
Ulbrich, Sven
Economou, Theodoros
Stephenson, David B.
Karremann, Melanie K.
Shaffrey, Len C.
author_sort Pinto, Joaquim G.
title Robustness of serial clustering of extratropical cyclones to the choice of tracking method
title_short Robustness of serial clustering of extratropical cyclones to the choice of tracking method
title_full Robustness of serial clustering of extratropical cyclones to the choice of tracking method
title_fullStr Robustness of serial clustering of extratropical cyclones to the choice of tracking method
title_full_unstemmed Robustness of serial clustering of extratropical cyclones to the choice of tracking method
title_sort robustness of serial clustering of extratropical cyclones to the choice of tracking method
publisher TAYLOR & FRANCIS LTD
publishDate 2016
url https://kups.ub.uni-koeln.de/29350/
genre Iceland
Newfoundland
North Atlantic
North Atlantic oscillation
genre_facet Iceland
Newfoundland
North Atlantic
North Atlantic oscillation
op_relation Pinto, Joaquim G., Ulbrich, Sven, Economou, Theodoros, Stephenson, David B., Karremann, Melanie K. and Shaffrey, Len C. (2016). Robustness of serial clustering of extratropical cyclones to the choice of tracking method. Tellus Ser. A-Dyn. Meteorol. Oceanol., 68. ABINGDON: TAYLOR & FRANCIS LTD. ISSN 1600-0870
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