Detecting variability changes in Arctic total ozone column

International audience To better assess inter-annual variance changes in ozone time series, we study and propose a statistical procedure based on recent advances in wavelet multi-resolution analysis. This approach, novel to the field of ozone analysis, has the advantages of detecting significant cha...

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Published in:Journal of Atmospheric and Solar-Terrestrial Physics
Main Authors: Borchi, François, Naveau, Philippe, Keckhut, Philippe, Hauchecorne, Alain
Other Authors: Service d'aéronomie (SA), Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS), Laboratoire des Sciences du Climat et de l'Environnement Gif-sur-Yvette (LSCE), Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ), Extrèmes : Statistiques, Impacts et Régionalisation (ESTIMR), Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2006
Subjects:
Online Access:https://hal.archives-ouvertes.fr/hal-00094006
https://doi.org/10.1016/j.jastp.2006.05.011
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record_format openpolar
spelling ftccsdartic:oai:HAL:hal-00094006v1 2023-05-15T14:50:27+02:00 Detecting variability changes in Arctic total ozone column Borchi, François Naveau, Philippe Keckhut, Philippe Hauchecorne, Alain Service d'aéronomie (SA) Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS) Laboratoire des Sciences du Climat et de l'Environnement Gif-sur-Yvette (LSCE) Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ) Extrèmes : Statistiques, Impacts et Régionalisation (ESTIMR) Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ) 2006 https://hal.archives-ouvertes.fr/hal-00094006 https://doi.org/10.1016/j.jastp.2006.05.011 en eng HAL CCSD Elsevier info:eu-repo/semantics/altIdentifier/doi/10.1016/j.jastp.2006.05.011 hal-00094006 https://hal.archives-ouvertes.fr/hal-00094006 doi:10.1016/j.jastp.2006.05.011 ISSN: 1364-6826 Journal of Atmospheric and Solar-Terrestrial Physics https://hal.archives-ouvertes.fr/hal-00094006 Journal of Atmospheric and Solar-Terrestrial Physics, Elsevier, 2006, 68 (12), pp.1383-1395. ⟨10.1016/j.jastp.2006.05.011⟩ Stratosphere Total ozone column Arctic vortex Change-point models Wavelet analysis [PHYS.PHYS.PHYS-AO-PH]Physics [physics]/Physics [physics]/Atmospheric and Oceanic Physics [physics.ao-ph] info:eu-repo/semantics/article Journal articles 2006 ftccsdartic https://doi.org/10.1016/j.jastp.2006.05.011 2021-12-19T04:26:30Z International audience To better assess inter-annual variance changes in ozone time series, we study and propose a statistical procedure based on recent advances in wavelet multi-resolution analysis. This approach, novel to the field of ozone analysis, has the advantages of detecting significant changes in variance and of characterizing the distribution of these changes, including not only their timings but also their strengths.As a test case for our method, we study total ozone column time series from the TOMS (Total Ozone Mapping Spectrometer) Version 7 in the Arctic region over the period 1981–1992. This statistical procedure allows us to analyse the well-known winter–spring transition and the inter-annual variability behaviour. For this specific example, two distinct types of winter–spring transition can be clearly identified for the ozone series. As expected from dynamical studies of the vortex evolution, the first type is constituted of the years for which there exists a very abrupt and temporally localized ozone variability change. More precisely, we detect a significant peak in ozone variance at two multi-resolution wavelet levels. The second type is characterized by smooth ozone variance changes over time and space. Moreover, the Arctic vortex breakdown timing seems to occur, on average, 1 month earlier than our detected changes in ozone variability. These results suggest a potential link between these two phenomena. Article in Journal/Newspaper Arctic Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe) Arctic Journal of Atmospheric and Solar-Terrestrial Physics 68 12 1383 1395
institution Open Polar
collection Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe)
op_collection_id ftccsdartic
language English
topic Stratosphere
Total ozone column
Arctic vortex
Change-point models
Wavelet analysis
[PHYS.PHYS.PHYS-AO-PH]Physics [physics]/Physics [physics]/Atmospheric and Oceanic Physics [physics.ao-ph]
spellingShingle Stratosphere
Total ozone column
Arctic vortex
Change-point models
Wavelet analysis
[PHYS.PHYS.PHYS-AO-PH]Physics [physics]/Physics [physics]/Atmospheric and Oceanic Physics [physics.ao-ph]
Borchi, François
Naveau, Philippe
Keckhut, Philippe
Hauchecorne, Alain
Detecting variability changes in Arctic total ozone column
topic_facet Stratosphere
Total ozone column
Arctic vortex
Change-point models
Wavelet analysis
[PHYS.PHYS.PHYS-AO-PH]Physics [physics]/Physics [physics]/Atmospheric and Oceanic Physics [physics.ao-ph]
description International audience To better assess inter-annual variance changes in ozone time series, we study and propose a statistical procedure based on recent advances in wavelet multi-resolution analysis. This approach, novel to the field of ozone analysis, has the advantages of detecting significant changes in variance and of characterizing the distribution of these changes, including not only their timings but also their strengths.As a test case for our method, we study total ozone column time series from the TOMS (Total Ozone Mapping Spectrometer) Version 7 in the Arctic region over the period 1981–1992. This statistical procedure allows us to analyse the well-known winter–spring transition and the inter-annual variability behaviour. For this specific example, two distinct types of winter–spring transition can be clearly identified for the ozone series. As expected from dynamical studies of the vortex evolution, the first type is constituted of the years for which there exists a very abrupt and temporally localized ozone variability change. More precisely, we detect a significant peak in ozone variance at two multi-resolution wavelet levels. The second type is characterized by smooth ozone variance changes over time and space. Moreover, the Arctic vortex breakdown timing seems to occur, on average, 1 month earlier than our detected changes in ozone variability. These results suggest a potential link between these two phenomena.
author2 Service d'aéronomie (SA)
Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)
Laboratoire des Sciences du Climat et de l'Environnement Gif-sur-Yvette (LSCE)
Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)
Extrèmes : Statistiques, Impacts et Régionalisation (ESTIMR)
Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)
format Article in Journal/Newspaper
author Borchi, François
Naveau, Philippe
Keckhut, Philippe
Hauchecorne, Alain
author_facet Borchi, François
Naveau, Philippe
Keckhut, Philippe
Hauchecorne, Alain
author_sort Borchi, François
title Detecting variability changes in Arctic total ozone column
title_short Detecting variability changes in Arctic total ozone column
title_full Detecting variability changes in Arctic total ozone column
title_fullStr Detecting variability changes in Arctic total ozone column
title_full_unstemmed Detecting variability changes in Arctic total ozone column
title_sort detecting variability changes in arctic total ozone column
publisher HAL CCSD
publishDate 2006
url https://hal.archives-ouvertes.fr/hal-00094006
https://doi.org/10.1016/j.jastp.2006.05.011
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source ISSN: 1364-6826
Journal of Atmospheric and Solar-Terrestrial Physics
https://hal.archives-ouvertes.fr/hal-00094006
Journal of Atmospheric and Solar-Terrestrial Physics, Elsevier, 2006, 68 (12), pp.1383-1395. ⟨10.1016/j.jastp.2006.05.011⟩
op_relation info:eu-repo/semantics/altIdentifier/doi/10.1016/j.jastp.2006.05.011
hal-00094006
https://hal.archives-ouvertes.fr/hal-00094006
doi:10.1016/j.jastp.2006.05.011
op_doi https://doi.org/10.1016/j.jastp.2006.05.011
container_title Journal of Atmospheric and Solar-Terrestrial Physics
container_volume 68
container_issue 12
container_start_page 1383
op_container_end_page 1395
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