A Global Climatology of Extratropical Transition. Part II: Statistical Performance of the Cyclone Phase Space ...

This study analyzes the differences between an objective, automated identification of tropical cyclones (TCs) that undergo extratropical transition (ET), and the designation of ET determined subjectively by human forecasters in best track data in all basins globally. The objective identification of...

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Main Authors: Bieli, Melanie, Camargo, Suzana J., Sobel, Adam H., Evans, Jenni L., Hall, Timothy M.
Format: Article in Journal/Newspaper
Language:unknown
Published: Columbia University 2019
Subjects:
Online Access:https://dx.doi.org/10.7916/d8-br32-dc32
https://academiccommons.columbia.edu/doi/10.7916/d8-br32-dc32
id ftdatacite:10.7916/d8-br32-dc32
record_format openpolar
spelling ftdatacite:10.7916/d8-br32-dc32 2024-10-20T14:10:33+00:00 A Global Climatology of Extratropical Transition. Part II: Statistical Performance of the Cyclone Phase Space ... Bieli, Melanie Camargo, Suzana J. Sobel, Adam H. Evans, Jenni L. Hall, Timothy M. 2019 https://dx.doi.org/10.7916/d8-br32-dc32 https://academiccommons.columbia.edu/doi/10.7916/d8-br32-dc32 unknown Columbia University https://dx.doi.org/10.1175/jcli-d-18-0052.1 Climatology Cyclones Classification Text article-journal Articles ScholarlyArticle 2019 ftdatacite https://doi.org/10.7916/d8-br32-dc3210.1175/jcli-d-18-0052.1 2024-10-01T11:49:36Z This study analyzes the differences between an objective, automated identification of tropical cyclones (TCs) that undergo extratropical transition (ET), and the designation of ET determined subjectively by human forecasters in best track data in all basins globally. The objective identification of ET is based on the cyclone phase space (CPS), calculated from the Japanese 55-yr Reanalysis (JRA-55) or the ECMWF interim reanalysis (ERA-Interim). The resulting classification into ET storms and non-ET storms underlies the global climatology of ET presented in Part I of this study. Here, the authors investigate how well the CPS classifications agree with those in the best track records calculated from JRA-55 or from ERA-Interim data. According to F1 scores and Matthews correlation coefficients (MCCs), the classification of ET storms in the CPS agrees best with the best track classification in the western North Pacific (MCC > 0.7) and the North Atlantic (MCC > 0.5). In other basins, the correlation between ... Article in Journal/Newspaper North Atlantic DataCite Pacific
institution Open Polar
collection DataCite
op_collection_id ftdatacite
language unknown
topic Climatology
Cyclones
Classification
spellingShingle Climatology
Cyclones
Classification
Bieli, Melanie
Camargo, Suzana J.
Sobel, Adam H.
Evans, Jenni L.
Hall, Timothy M.
A Global Climatology of Extratropical Transition. Part II: Statistical Performance of the Cyclone Phase Space ...
topic_facet Climatology
Cyclones
Classification
description This study analyzes the differences between an objective, automated identification of tropical cyclones (TCs) that undergo extratropical transition (ET), and the designation of ET determined subjectively by human forecasters in best track data in all basins globally. The objective identification of ET is based on the cyclone phase space (CPS), calculated from the Japanese 55-yr Reanalysis (JRA-55) or the ECMWF interim reanalysis (ERA-Interim). The resulting classification into ET storms and non-ET storms underlies the global climatology of ET presented in Part I of this study. Here, the authors investigate how well the CPS classifications agree with those in the best track records calculated from JRA-55 or from ERA-Interim data. According to F1 scores and Matthews correlation coefficients (MCCs), the classification of ET storms in the CPS agrees best with the best track classification in the western North Pacific (MCC > 0.7) and the North Atlantic (MCC > 0.5). In other basins, the correlation between ...
format Article in Journal/Newspaper
author Bieli, Melanie
Camargo, Suzana J.
Sobel, Adam H.
Evans, Jenni L.
Hall, Timothy M.
author_facet Bieli, Melanie
Camargo, Suzana J.
Sobel, Adam H.
Evans, Jenni L.
Hall, Timothy M.
author_sort Bieli, Melanie
title A Global Climatology of Extratropical Transition. Part II: Statistical Performance of the Cyclone Phase Space ...
title_short A Global Climatology of Extratropical Transition. Part II: Statistical Performance of the Cyclone Phase Space ...
title_full A Global Climatology of Extratropical Transition. Part II: Statistical Performance of the Cyclone Phase Space ...
title_fullStr A Global Climatology of Extratropical Transition. Part II: Statistical Performance of the Cyclone Phase Space ...
title_full_unstemmed A Global Climatology of Extratropical Transition. Part II: Statistical Performance of the Cyclone Phase Space ...
title_sort global climatology of extratropical transition. part ii: statistical performance of the cyclone phase space ...
publisher Columbia University
publishDate 2019
url https://dx.doi.org/10.7916/d8-br32-dc32
https://academiccommons.columbia.edu/doi/10.7916/d8-br32-dc32
geographic Pacific
geographic_facet Pacific
genre North Atlantic
genre_facet North Atlantic
op_relation https://dx.doi.org/10.1175/jcli-d-18-0052.1
op_doi https://doi.org/10.7916/d8-br32-dc3210.1175/jcli-d-18-0052.1
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