Large-scale circulation patterns and their influence on European winter windstorm predictions

Severe winter windstorms are amongst the most damaging weather events for Europe and show significant interannual variability. While surface variables (temperature, precipitation) have been successfully predicted for some time now, predictability of severe windstorms caused by extra-tropical cyclone...

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Main Authors: Degenhardt, Lisa, Leckebusch, Gregor C., Scaife, Adam A.
Format: Article in Journal/Newspaper
Language:English
Published: 2023
Subjects:
Online Access:https://refubium.fu-berlin.de/handle/fub188/37627
https://doi.org/10.17169/refubium-37342
https://doi.org/10.1007/s00382-022-06455-2
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author Degenhardt, Lisa
Leckebusch, Gregor C.
Scaife, Adam A.
author_facet Degenhardt, Lisa
Leckebusch, Gregor C.
Scaife, Adam A.
author_sort Degenhardt, Lisa
collection Freie Universität Berlin: Refubium (FU Berlin)
description Severe winter windstorms are amongst the most damaging weather events for Europe and show significant interannual variability. While surface variables (temperature, precipitation) have been successfully predicted for some time now, predictability of severe windstorms caused by extra-tropical cyclones remains less well explored. This study investigates windstorm prediction skill of the UK Met Office Global Seasonal Forecast System Version 5 (GloSea5) for the Northeast-Atlantic and European region. Based on an objective Lagrangian tracking of severe, damage relevant windstorms, three storm parameters are analysed: windstorm frequency and two intensity measures. Firstly, skill based on direct tracking of simulated windstorms is diagnosed. Significant positive skill for storm frequency and intensity is found over an extended area at the downstream end of the storm track, i.e., from the UK to southern Scandinavia. The skill for frequency agrees well with previous studies for older model versions, while the results of event-based intensity are novel. Receiver Operating Characteristic Curves for three smaller regions reveal significant skill for high and low storm activity seasons. Second, skill of windstorm characteristics based on their multi-linear regressions to three dominant large-scale circulation patterns [i.e., the North Atlantic Oscillation (NAO), the Scandinavian Pattern (SCA), and the East-Atlantic Pattern (EA)] are analysed. Although these large-scale patterns explain up to 80% of the interannual variance of windstorm frequency and up to 60% for intensity, the forecast skill for the respectively linear-regressed windstorms do not show systematically higher skill than the direct tracking approach. The signal-to-noise ratio of windstorm characteristics (frequency, intensity) is also quantified, confirming that the signal-to-noise paradox extends to windstorm predictions.
format Article in Journal/Newspaper
genre North Atlantic
North Atlantic oscillation
Northeast Atlantic
genre_facet North Atlantic
North Atlantic oscillation
Northeast Atlantic
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institution Open Polar
language English
op_collection_id ftfuberlin
op_doi https://doi.org/10.17169/refubium-3734210.1007/s00382-022-06455-2
op_rights https://creativecommons.org/licenses/by/4.0/
publishDate 2023
record_format openpolar
spelling ftfuberlin:oai:refubium.fu-berlin.de:fub188/37627 2025-05-18T14:05:06+00:00 Large-scale circulation patterns and their influence on European winter windstorm predictions Degenhardt, Lisa Leckebusch, Gregor C. Scaife, Adam A. 2023 15 Seiten application/pdf https://refubium.fu-berlin.de/handle/fub188/37627 https://doi.org/10.17169/refubium-37342 https://doi.org/10.1007/s00382-022-06455-2 eng eng https://creativecommons.org/licenses/by/4.0/ Large-scale patterns (NAO SCA EA) Extra-tropical cyclones Windstorm Seasonal forecast ddc:550 doc-type:article 2023 ftfuberlin https://doi.org/10.17169/refubium-3734210.1007/s00382-022-06455-2 2025-04-22T04:03:04Z Severe winter windstorms are amongst the most damaging weather events for Europe and show significant interannual variability. While surface variables (temperature, precipitation) have been successfully predicted for some time now, predictability of severe windstorms caused by extra-tropical cyclones remains less well explored. This study investigates windstorm prediction skill of the UK Met Office Global Seasonal Forecast System Version 5 (GloSea5) for the Northeast-Atlantic and European region. Based on an objective Lagrangian tracking of severe, damage relevant windstorms, three storm parameters are analysed: windstorm frequency and two intensity measures. Firstly, skill based on direct tracking of simulated windstorms is diagnosed. Significant positive skill for storm frequency and intensity is found over an extended area at the downstream end of the storm track, i.e., from the UK to southern Scandinavia. The skill for frequency agrees well with previous studies for older model versions, while the results of event-based intensity are novel. Receiver Operating Characteristic Curves for three smaller regions reveal significant skill for high and low storm activity seasons. Second, skill of windstorm characteristics based on their multi-linear regressions to three dominant large-scale circulation patterns [i.e., the North Atlantic Oscillation (NAO), the Scandinavian Pattern (SCA), and the East-Atlantic Pattern (EA)] are analysed. Although these large-scale patterns explain up to 80% of the interannual variance of windstorm frequency and up to 60% for intensity, the forecast skill for the respectively linear-regressed windstorms do not show systematically higher skill than the direct tracking approach. The signal-to-noise ratio of windstorm characteristics (frequency, intensity) is also quantified, confirming that the signal-to-noise paradox extends to windstorm predictions. Article in Journal/Newspaper North Atlantic North Atlantic oscillation Northeast Atlantic Freie Universität Berlin: Refubium (FU Berlin)
spellingShingle Large-scale patterns (NAO
SCA
EA)
Extra-tropical cyclones
Windstorm
Seasonal forecast
ddc:550
Degenhardt, Lisa
Leckebusch, Gregor C.
Scaife, Adam A.
Large-scale circulation patterns and their influence on European winter windstorm predictions
title Large-scale circulation patterns and their influence on European winter windstorm predictions
title_full Large-scale circulation patterns and their influence on European winter windstorm predictions
title_fullStr Large-scale circulation patterns and their influence on European winter windstorm predictions
title_full_unstemmed Large-scale circulation patterns and their influence on European winter windstorm predictions
title_short Large-scale circulation patterns and their influence on European winter windstorm predictions
title_sort large-scale circulation patterns and their influence on european winter windstorm predictions
topic Large-scale patterns (NAO
SCA
EA)
Extra-tropical cyclones
Windstorm
Seasonal forecast
ddc:550
topic_facet Large-scale patterns (NAO
SCA
EA)
Extra-tropical cyclones
Windstorm
Seasonal forecast
ddc:550
url https://refubium.fu-berlin.de/handle/fub188/37627
https://doi.org/10.17169/refubium-37342
https://doi.org/10.1007/s00382-022-06455-2