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Evidence of localized H₂O increases and O₃ recovery in the Antarctic lower stratospheric vortex: MLS observations and BDC variability during late winter to spring

2025· article· en· W4413214736 on OpenAlex

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aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueAtmospheric Research · 2025
Typearticle
Languageen
FieldEarth and Planetary Sciences
TopicAtmospheric Ozone and Climate
Canadian institutionsnot available
FundersYayasan Penyelidikan Antartika Sultan Mizan
KeywordsPolar vortexSpring (device)Environmental scienceAtmospheric sciencesStratosphereVortexClimatologyGeologyMeteorologyPhysics

Abstract

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We examined the interannual variability in ozone (O 3 ) and water vapor (H 2 O) in the lower stratospheric vortex over Antarctica using 19 years of measurements (2004–2022) from the Aura Microwave Limb Sounder (MLS). We focused on the period of the southern hemisphere winter (11–20 September), late winter (21–30 September), and spring (1–10 October) because O 3 and H 2 O dynamics show the most variation during these times. We used a low-pass filter to focus on variations lasting 10 days or longer. The Mann Kendall test and regression analysis were employed to identify linear or non-linear trends. Our findings showed that the vortex-average O 3 increased at 0.01 ppm yr −1 . In contrast, the vortex-averaged H₂O showed no significant trend, although localized increases in H₂O were significantly obvious across all latitudes. In addition to the well-known effects of the Montreal Protocol, we hypothesize that the localized increase in H₂O is driven by the redistribution of water vapor due to strengthened Brewer-Dobson circulation (BDC) dynamics, characterized by enhanced horizontal transport, which, however, is insufficient to induce significant changes in vortex-averaged H₂O. The observed out-of-phase trend between the vertical and horizontal branches of the BDC serves to validate our BDC speed calculation. These results highlight the complex interplay between dynamics and chemistry in the polar stratosphere, emphasizing that while O₃ recovery continues, localized changes in H₂O do not yet significantly impact the vortex-averaged H₂O levels. Our study provides new insights and observational evidence into the role of BDC dynamics and stratospheric ozone recovery, underscoring the importance of both chemical and dynamic processes in shaping the future evolution of the stratospheric ozone layer. • Antarctic ozone shows significant recovery from 2004 to 2021 based on long-term MLS observations. • Stratospheric water vapor increases are linked to Brewer-Dobson circulation variability. • BDC shows declining vertical speed but stronger horizontal transport during late winter. • No significant long-term trends found in vortex-averaged temperature or relative humidity. • Stratospheric dynamics, not temperature, mainly drive observed ozone and water vapor variability.

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Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.018
Threshold uncertainty score0.983

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.050
GPT teacher head0.310
Teacher spread0.260 · 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