Flow‐Dependence of Ensemble Spread of Subseasonal Forecasts Explored via North Atlantic‐European Weather Regimes

Atmospheric prediction at 2–6 weeks lead time (so-called subseasonal-to-seasonal timescales) entails large forecast uncertainty. Here we investigate the flow-dependence of this uncertainty during Boreal winter. We categorize the large-scale flow using North Atlantic-European weather regimes. First,...

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Main Authors: Spaeth, J., Rupp, P., Osman, M., Grams, C. M., Birner, T.
Format: Article in Journal/Newspaper
Language:English
Published: John Wiley and Sons 2024
Subjects:
Online Access:https://publikationen.bibliothek.kit.edu/1000172996
https://publikationen.bibliothek.kit.edu/1000172996/154252378
https://doi.org/10.5445/IR/1000172996
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author Spaeth, J.
Rupp, P.
Osman, M.
Grams, C. M.
Birner, T.
author_facet Spaeth, J.
Rupp, P.
Osman, M.
Grams, C. M.
Birner, T.
author_sort Spaeth, J.
collection KITopen (Karlsruhe Institute of Technologie)
description Atmospheric prediction at 2–6 weeks lead time (so-called subseasonal-to-seasonal timescales) entails large forecast uncertainty. Here we investigate the flow-dependence of this uncertainty during Boreal winter. We categorize the large-scale flow using North Atlantic-European weather regimes. First, we show that forecast uncertainty of near-surface geopotential height (Z1000) and temperature (T2m) are strongly sensitive to the prevailing regime. Specifically, forecast uncertainty of Z1000 reduces over northern Europe following Greenland Blocking (enhanced predictability) due to a southward shifting eddy-driven jet. However, due to strong temperature gradients and variable flow patterns, Greenland blocking is linked to increased forecast uncertainty of T2m over Europe (reduced predictability). Second, we show that forecast uncertainty of weather regimes is modulated via the stratospheric polar vortex. Weak polar vortex states tend to reduce regime-uncertainty, for example, due to more frequent predicted occurrence of Greenland blocking. These regime changes are associated with increased T2m uncertainty over Europe.
format Article in Journal/Newspaper
genre Greenland
North Atlantic
genre_facet Greenland
North Atlantic
geographic Greenland
geographic_facet Greenland
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institution Open Polar
language English
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op_doi https://doi.org/10.5445/IR/100017299610.1029/2024GL109733
op_relation info:eu-repo/semantics/altIdentifier/wos/001272617500001
info:eu-repo/semantics/altIdentifier/doi/10.1029/2024GL109733
info:eu-repo/semantics/altIdentifier/issn/0094-8276
info:eu-repo/semantics/altIdentifier/issn/1944-8007
https://publikationen.bibliothek.kit.edu/1000172996
https://publikationen.bibliothek.kit.edu/1000172996/154252378
https://doi.org/10.5445/IR/1000172996
op_rights https://creativecommons.org/licenses/by-nc-nd/4.0/deed.de
info:eu-repo/semantics/openAccess
op_source Geophysical Research Letters, 51 (14), Art.: e2024GL109733
ISSN: 0094-8276, 1944-8007
publishDate 2024
publisher John Wiley and Sons
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spelling ftubkarlsruhe:oai:EVASTAR-Karlsruhe.de:1000172996 2025-04-06T14:53:41+00:00 Flow‐Dependence of Ensemble Spread of Subseasonal Forecasts Explored via North Atlantic‐European Weather Regimes Spaeth, J. Rupp, P. Osman, M. Grams, C. M. Birner, T. 2024-07-30 application/pdf https://publikationen.bibliothek.kit.edu/1000172996 https://publikationen.bibliothek.kit.edu/1000172996/154252378 https://doi.org/10.5445/IR/1000172996 eng eng John Wiley and Sons info:eu-repo/semantics/altIdentifier/wos/001272617500001 info:eu-repo/semantics/altIdentifier/doi/10.1029/2024GL109733 info:eu-repo/semantics/altIdentifier/issn/0094-8276 info:eu-repo/semantics/altIdentifier/issn/1944-8007 https://publikationen.bibliothek.kit.edu/1000172996 https://publikationen.bibliothek.kit.edu/1000172996/154252378 https://doi.org/10.5445/IR/1000172996 https://creativecommons.org/licenses/by-nc-nd/4.0/deed.de info:eu-repo/semantics/openAccess Geophysical Research Letters, 51 (14), Art.: e2024GL109733 ISSN: 0094-8276, 1944-8007 subseasonal predictability weather regimes ensemble spread stratosphere-troposphere coupling polar vortex ddc:550 Earth sciences info:eu-repo/classification/ddc/550 doc-type:article Text info:eu-repo/semantics/article article info:eu-repo/semantics/publishedVersion 2024 ftubkarlsruhe https://doi.org/10.5445/IR/100017299610.1029/2024GL109733 2025-03-11T04:07:44Z Atmospheric prediction at 2–6 weeks lead time (so-called subseasonal-to-seasonal timescales) entails large forecast uncertainty. Here we investigate the flow-dependence of this uncertainty during Boreal winter. We categorize the large-scale flow using North Atlantic-European weather regimes. First, we show that forecast uncertainty of near-surface geopotential height (Z1000) and temperature (T2m) are strongly sensitive to the prevailing regime. Specifically, forecast uncertainty of Z1000 reduces over northern Europe following Greenland Blocking (enhanced predictability) due to a southward shifting eddy-driven jet. However, due to strong temperature gradients and variable flow patterns, Greenland blocking is linked to increased forecast uncertainty of T2m over Europe (reduced predictability). Second, we show that forecast uncertainty of weather regimes is modulated via the stratospheric polar vortex. Weak polar vortex states tend to reduce regime-uncertainty, for example, due to more frequent predicted occurrence of Greenland blocking. These regime changes are associated with increased T2m uncertainty over Europe. Article in Journal/Newspaper Greenland North Atlantic KITopen (Karlsruhe Institute of Technologie) Greenland
spellingShingle subseasonal
predictability
weather regimes
ensemble spread
stratosphere-troposphere coupling
polar vortex
ddc:550
Earth sciences
info:eu-repo/classification/ddc/550
Spaeth, J.
Rupp, P.
Osman, M.
Grams, C. M.
Birner, T.
Flow‐Dependence of Ensemble Spread of Subseasonal Forecasts Explored via North Atlantic‐European Weather Regimes
title Flow‐Dependence of Ensemble Spread of Subseasonal Forecasts Explored via North Atlantic‐European Weather Regimes
title_full Flow‐Dependence of Ensemble Spread of Subseasonal Forecasts Explored via North Atlantic‐European Weather Regimes
title_fullStr Flow‐Dependence of Ensemble Spread of Subseasonal Forecasts Explored via North Atlantic‐European Weather Regimes
title_full_unstemmed Flow‐Dependence of Ensemble Spread of Subseasonal Forecasts Explored via North Atlantic‐European Weather Regimes
title_short Flow‐Dependence of Ensemble Spread of Subseasonal Forecasts Explored via North Atlantic‐European Weather Regimes
title_sort flow‐dependence of ensemble spread of subseasonal forecasts explored via north atlantic‐european weather regimes
topic subseasonal
predictability
weather regimes
ensemble spread
stratosphere-troposphere coupling
polar vortex
ddc:550
Earth sciences
info:eu-repo/classification/ddc/550
topic_facet subseasonal
predictability
weather regimes
ensemble spread
stratosphere-troposphere coupling
polar vortex
ddc:550
Earth sciences
info:eu-repo/classification/ddc/550
url https://publikationen.bibliothek.kit.edu/1000172996
https://publikationen.bibliothek.kit.edu/1000172996/154252378
https://doi.org/10.5445/IR/1000172996