New perspectives on the collective risk of extratropical cyclones

In this study, the relationship between the frequency and intensity of extratropical cyclones over the North Atlantic is investigated. A cyclone track database of extended October–March winters was obtained from the National Centers for Environmental Prediction and National Center for Atmospheric Re...

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Published in:Quarterly Journal of the Royal Meteorological Society
Main Authors: Hunter, Alasdair, Stephenson, David B., Economou, Theo, Holland, Mark, Cook, Ian
Other Authors: Natural Environment Research Council, Willis Re.
Format: Article in Journal/Newspaper
Language:English
Published: Wiley 2015
Subjects:
Online Access:http://dx.doi.org/10.1002/qj.2649
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spelling crwiley:10.1002/qj.2649 2024-06-23T07:54:55+00:00 New perspectives on the collective risk of extratropical cyclones Hunter, Alasdair Stephenson, David B. Economou, Theo Holland, Mark Cook, Ian Natural Environment Research Council Willis Re. 2015 http://dx.doi.org/10.1002/qj.2649 https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1002%2Fqj.2649 https://onlinelibrary.wiley.com/doi/pdf/10.1002/qj.2649 https://onlinelibrary.wiley.com/doi/full-xml/10.1002/qj.2649 https://rmets.onlinelibrary.wiley.com/doi/pdf/10.1002/qj.2649 en eng Wiley http://onlinelibrary.wiley.com/termsAndConditions#vor Quarterly Journal of the Royal Meteorological Society volume 142, issue 694, page 243-256 ISSN 0035-9009 1477-870X journal-article 2015 crwiley https://doi.org/10.1002/qj.2649 2024-06-13T04:21:07Z In this study, the relationship between the frequency and intensity of extratropical cyclones over the North Atlantic is investigated. A cyclone track database of extended October–March winters was obtained from the National Centers for Environmental Prediction and National Center for Atmospheric Research (NCEP–NCAR) reanalysis. A large positive correlation is found between winter cyclone counts and local sample mean vorticity over the exit region of the North Atlantic storm track in this cyclone track database. Conversely, a negative correlation is found over the Gulf Stream. Possible causes for the dependence are investigated by regressing winter cyclone counts and local sample mean vorticity on teleconnection indices with Poisson and linear models. The indices for the Scandinavian pattern, North Atlantic Oscillation and East Atlantic Pattern are able to account for most of the observed positive correlation over the North Atlantic. To consider the implications of frequency intensity dependence for the insurance industry, an aggregate risk metric was used as a proxy for the annual aggregate insured loss. Here, the aggregate risk is defined as the sum of the intensities of all events occurring within a season. Assuming independence between the frequency and intensity results in large biases in the variance and the extremes of the aggregate risk, especially over Scandinavia. Therefore including frequency intensity dependence in extratropical cyclone loss models is necessary to model the risk of extreme losses. Article in Journal/Newspaper North Atlantic North Atlantic oscillation Wiley Online Library Quarterly Journal of the Royal Meteorological Society 142 694 243 256
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description In this study, the relationship between the frequency and intensity of extratropical cyclones over the North Atlantic is investigated. A cyclone track database of extended October–March winters was obtained from the National Centers for Environmental Prediction and National Center for Atmospheric Research (NCEP–NCAR) reanalysis. A large positive correlation is found between winter cyclone counts and local sample mean vorticity over the exit region of the North Atlantic storm track in this cyclone track database. Conversely, a negative correlation is found over the Gulf Stream. Possible causes for the dependence are investigated by regressing winter cyclone counts and local sample mean vorticity on teleconnection indices with Poisson and linear models. The indices for the Scandinavian pattern, North Atlantic Oscillation and East Atlantic Pattern are able to account for most of the observed positive correlation over the North Atlantic. To consider the implications of frequency intensity dependence for the insurance industry, an aggregate risk metric was used as a proxy for the annual aggregate insured loss. Here, the aggregate risk is defined as the sum of the intensities of all events occurring within a season. Assuming independence between the frequency and intensity results in large biases in the variance and the extremes of the aggregate risk, especially over Scandinavia. Therefore including frequency intensity dependence in extratropical cyclone loss models is necessary to model the risk of extreme losses.
author2 Natural Environment Research Council
Willis Re.
format Article in Journal/Newspaper
author Hunter, Alasdair
Stephenson, David B.
Economou, Theo
Holland, Mark
Cook, Ian
spellingShingle Hunter, Alasdair
Stephenson, David B.
Economou, Theo
Holland, Mark
Cook, Ian
New perspectives on the collective risk of extratropical cyclones
author_facet Hunter, Alasdair
Stephenson, David B.
Economou, Theo
Holland, Mark
Cook, Ian
author_sort Hunter, Alasdair
title New perspectives on the collective risk of extratropical cyclones
title_short New perspectives on the collective risk of extratropical cyclones
title_full New perspectives on the collective risk of extratropical cyclones
title_fullStr New perspectives on the collective risk of extratropical cyclones
title_full_unstemmed New perspectives on the collective risk of extratropical cyclones
title_sort new perspectives on the collective risk of extratropical cyclones
publisher Wiley
publishDate 2015
url http://dx.doi.org/10.1002/qj.2649
https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1002%2Fqj.2649
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genre North Atlantic
North Atlantic oscillation
genre_facet North Atlantic
North Atlantic oscillation
op_source Quarterly Journal of the Royal Meteorological Society
volume 142, issue 694, page 243-256
ISSN 0035-9009 1477-870X
op_rights http://onlinelibrary.wiley.com/termsAndConditions#vor
op_doi https://doi.org/10.1002/qj.2649
container_title Quarterly Journal of the Royal Meteorological Society
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