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Record W4383377516 · doi:10.5194/ems2023-215

North American Cold Spells Modulate North Atlantic Extratropical Cyclones and Extreme Weather in Europe

2023· preprint· en· W4383377516 on OpenAlexaboutno aff
Richard Leeding, Jacopo Riboldi, Gabriele Messori

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldEnvironmental Science
TopicClimate variability and models
Canadian institutionsnot available
Fundersnot available
KeywordsExtratropical cycloneClimatologyCyclone (programming language)Storm trackNorth Atlantic oscillationJet streamStormAtlantic hurricaneGulf StreamOceanographyGeographyGeologyTropical cycloneJet (fluid)

Abstract

fetched live from OpenAlex

Recent research has established a statistical link between North American cold spells (CS) and concurrent wet or windy extremes in Europe. Here, we investigate whether such a link can be related to changes in the characteristics of north Atlantic extratropical cyclones (hereafter cyclones). Despite large regions of anomalous baroclinicity during periods of North American CS, the number of cyclones across the north Atlantic as a whole is comparable to climatology. We however find that CS over different North American regions are associated with different large-scale atmospheric configurations, that enhance the jet stream in the vicinity of the CS but result in different upper level wind anomalies in the east Atlantic. These in turn modulate the regional distributions and characteristics of cyclones in the north Atlantic and Europe. For eastern Canada CS, the north Atlantic jet extends over northern Europe, with the Atlantic storm track as a whole experiencing more intense cyclones which then affect France, the British Isles and Northern Europe. For eastern United States CS, the jet is displaced equatorward and extends over southern Europe, with a significantly heightened number of cyclones affecting Iberia, France and Southern Europe. For central Canada CS, the jet is displaced north of climatology and only partly extends over Europe, resulting in an anomalously high cyclone density in the eastern Atlantic and a higher number of cyclones affecting Iberia only. For eastern Canada and eastern United States CS, we observe a significantly heightened occurrence of cyclones undergoing explosive deepening. Our results provide a dynamical explanation for previous statistical findings on the concurrence of north American CS and wet or windy extremes over Europe.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.019
Threshold uncertainty score0.037

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.042
GPT teacher head0.238
Teacher spread0.196 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSimulation or modeling
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2023
Admission routes1
Has abstractyes

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