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<article xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:oasis="http://docs.oasis-open.org/ns/oasis-exchange/table" xml:lang="en" dtd-version="3.0" article-type="research-article"><?xmltex \bartext{Research article}?>
  <front>
    <journal-meta><journal-id journal-id-type="publisher">ACP</journal-id><journal-title-group>
    <journal-title>Atmospheric Chemistry and Physics</journal-title>
    <abbrev-journal-title abbrev-type="publisher">ACP</abbrev-journal-title><abbrev-journal-title abbrev-type="nlm-ta">Atmos. Chem. Phys.</abbrev-journal-title>
  </journal-title-group><issn pub-type="epub">1680-7324</issn><publisher>
    <publisher-name>Copernicus Publications</publisher-name>
    <publisher-loc>Göttingen, Germany</publisher-loc>
  </publisher></journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.5194/acp-22-4187-2022</article-id><title-group><article-title>Evolution of the intensity and duration of the Southern Hemisphere stratospheric polar vortex edge <?xmltex \hack{\break}?>for the period 1979–2020</article-title><alt-title>Evolution of the Southern stratospheric polar vortex edge</alt-title>
      </title-group><?xmltex \runningtitle{Evolution of the Southern stratospheric polar vortex edge}?><?xmltex \runningauthor{A. Lecouffe et al.}?>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes">
          <name><surname>Lecouffe</surname><given-names>Audrey</given-names></name>
          <email>audrey.lecouffe@latmos.ipsl.fr</email>
        <ext-link>https://orcid.org/0000-0001-9760-9311</ext-link></contrib>
        <contrib contrib-type="author" corresp="no">
          <name><surname>Godin-Beekmann</surname><given-names>Sophie</given-names></name>
          
        <ext-link>https://orcid.org/0000-0002-3903-3040</ext-link></contrib>
        <contrib contrib-type="author" corresp="no">
          <name><surname>Pazmiño</surname><given-names>Andrea</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name><surname>Hauchecorne</surname><given-names>Alain</given-names></name>
          
        <ext-link>https://orcid.org/0000-0001-9888-6994</ext-link></contrib>
        <aff id="aff1"><institution>LATMOS/IPSL, UVSQ, Sorbonne Université, CNRS, Paris, France</institution>
        </aff>
      </contrib-group>
      <author-notes><corresp id="corr1">Audrey Lecouffe (audrey.lecouffe@latmos.ipsl.fr)</corresp></author-notes><pub-date><day>31</day><month>March</month><year>2022</year></pub-date>
      
      <volume>22</volume>
      <issue>6</issue>
      <fpage>4187</fpage><lpage>4200</lpage>
      <history>
        <date date-type="received"><day>11</day><month>August</month><year>2021</year></date>
           <date date-type="rev-request"><day>10</day><month>September</month><year>2021</year></date>
           <date date-type="rev-recd"><day>26</day><month>January</month><year>2022</year></date>
           <date date-type="accepted"><day>21</day><month>February</month><year>2022</year></date>
      </history>
      <permissions>
        <copyright-statement>Copyright: © 2022 Audrey Lecouffe et al.</copyright-statement>
        <copyright-year>2022</copyright-year>
      <license license-type="open-access"><license-p>This work is licensed under the Creative Commons Attribution 4.0 International License. To view a copy of this licence, visit <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link></license-p></license></permissions><self-uri xlink:href="https://acp.copernicus.org/articles/22/4187/2022/acp-22-4187-2022.html">This article is available from https://acp.copernicus.org/articles/22/4187/2022/acp-22-4187-2022.html</self-uri><self-uri xlink:href="https://acp.copernicus.org/articles/22/4187/2022/acp-22-4187-2022.pdf">The full text article is available as a PDF file from https://acp.copernicus.org/articles/22/4187/2022/acp-22-4187-2022.pdf</self-uri>
      <abstract><title>Abstract</title>

      <p id="d1e108">The intensity and position of the Southern Hemisphere stratospheric polar vortex edge is evaluated as a function of equivalent latitude over the period 1979–2020 on three isentropic levels (475, 550, and 675 K) from ECMWF ERA-Interim reanalysis. The study also includes an analysis of the onset and breakup dates of the polar vortex, which are determined from wind thresholds (e.g., 15.2, 20, and 25 m s<inline-formula><mml:math id="M1" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>) along the vortex edge. The vortex edge is stronger in late winter, during September–October–November, with the period of strongest intensity occurring later at the lowermost level. During the same period, we observe a lower variability of the edge position. A long-term increase in the vortex edge intensity and break-up date is observed during 1979–1999, linked to the increase in the ozone hole. A long-term decrease in the vortex onset date related to the 25 m s<inline-formula><mml:math id="M2" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> wind threshold is also observed at 475 K during this period. The solar cycle and to a lower extent the quasi-biennial oscillation (QBO) and El Niño–Southern Oscillation (ENSO) modulate the interannual evolution of the strength of the vortex edge and the vortex breakup dates. A stronger vortex edge and longer vortex duration are observed in solar minimum (minSC) years, with the QBO and ENSO further modulating the solar cycle influence, especially at 475 and 550 K: during west QBO (wQBO) phases, the difference between vortex edge intensity for minSC and maxSC years is smaller than during east QBO (eQBO) phases. The polar vortex edge is stronger and lasts longer for maxSC/wQBO years than for maxSC/eQBO years. ENSO has a weaker impact but the vortex edge is somewhat stronger during cold ENSO phases for both minSC and maxSC years.</p>
  </abstract>
    </article-meta>
  </front>
<body>
      

<sec id="Ch1.S1" sec-type="intro">
  <label>1</label><title>Introduction</title>
      <p id="d1e144">The stratospheric polar vortex is a seasonal low-pressure system characterized by a strong wind belt that isolates polar air from lower latitudes. It appears due to the seasonal cooling associated with the decrease of solar radiation above the pole <xref ref-type="bibr" rid="bib1.bibx42" id="paren.1"/>. As the incident solar energy decreases, and the temperature gradient between the pole and the tropics becomes stronger, the strength of the stratospheric westerly winds increases. When the winds reach a critical value, a large-scale vortex is formed, which extends from the lowermost stratosphere to the stratopause. Depending on the altitude, the maximum area encompassed by the polar vortex exceeds millions of square kilometers <xref ref-type="bibr" rid="bib1.bibx38" id="paren.2"/>. Above an altitude of about 14 km, the vortex edge region is stable and constitutes a powerful barrier, preventing mixing of cold polar air with warmer air masses from lower latitudes. Over Antarctica, the polar vortex is generally present from April until December with a large variability in the breakup dates resulting from the year-to-year variability of dynamical processes in the stratosphere (<xref ref-type="bibr" rid="bib1.bibx52" id="altparen.3"/>; <xref ref-type="bibr" rid="bib1.bibx43" id="altparen.4"/>). Conversely, the less stable Arctic polar vortex has more year-to-year variability (e.g., <xref ref-type="bibr" rid="bib1.bibx2" id="altparen.5"/>; <xref ref-type="bibr" rid="bib1.bibx22" id="altparen.6"/>; <xref ref-type="bibr" rid="bib1.bibx7" id="altparen.7"/>). It forms in November and lasts until the end of February or early April, depending on the year. The stratospheric polar vortex has been the subject of studies linked to the ozone layer depletion, which started in the late 1970 (<xref ref-type="bibr" rid="bib1.bibx12" id="altparen.8"/>; <xref ref-type="bibr" rid="bib1.bibx47" id="altparen.9"/>). Ozone loss occurs in both hemispheres. This loss is variable in the Northern Hemisphere, as many studies have shown (<xref ref-type="bibr" rid="bib1.bibx47" id="altparen.10"/>; <xref ref-type="bibr" rid="bib1.bibx14" id="altparen.11"/>; <xref ref-type="bibr" rid="bib1.bibx41" id="altparen.12"/>; <xref ref-type="bibr" rid="bib1.bibx54" id="altparen.13"/>; <xref ref-type="bibr" rid="bib1.bibx16" id="altparen.14"/>). In the Southern Hemisphere, the ozone hole, defined as an area with total ozone values less than 220 DU, has become a recurring seasonal phenomenon. Ozone destruction begins in late winter, close to the edge region of the polar vortex, as solar radiation increases over the Pole. The destruction of ozone inside the southern vortex accelerates from late August until late September or early October, reaching an almost complete destruction of ozone in the lower stratosphere. The depletion of the ozone layer is caused by anthropogenic emission of ozone-depleting substances (ODS, mainly chlorofluorocarbons and halons and their industrial substitutes), which enhances ozone destruction cycles by halogen compounds. This depletion is largest in the polar vortex due to the activation of chlorine species through heterogeneous reactions that take place at the surface of polar stratospheric clouds (PSCs) which form in the cold polar vortex <xref ref-type="bibr" rid="bib1.bibx47" id="paren.15"/>. The increase in solar radiation over the Pole at the end of winter triggers rapid chemical cycles which quickly destroy ozone, leading to the appearance of the well-known ozone hole over Antarctica (e.g., <xref ref-type="bibr" rid="bib1.bibx54" id="altparen.16"/>). By the end of spring, stratospheric temperatures increase, the polar vortex breaks up, and ozone-depleted air masses dilute into the Southern Hemisphere. From one year to the next, the severity of the ozone hole depends on the strength of the polar vortex, its minimum temperatures, and its duration. The future recovery of the ozone layer and disappearance of the ozone hole depend on the evolution of the polar vortex under the influence of both the decrease in ODS abundance in the stratosphere and the increase in greenhouse gases (GHG) as both phenomena impact radiative, dynamical, and chemical processes in the stratosphere. Many studies document this phenomenon (e.g., <xref ref-type="bibr" rid="bib1.bibx54" id="altparen.17"/> and references therein). The polar vortex also has an impact on the climate surface in both hemispheres. Indeed, studies have shown an effect of the stratospheric polar vortex displacements on cold spells in the Northern Hemisphere, in North America <xref ref-type="bibr" rid="bib1.bibx50" id="paren.18"/>. In the Southern Hemisphere, other studies have shown that a weak vortex can have an influence on the surface climate in Australia. <xref ref-type="bibr" rid="bib1.bibx28" id="text.19"/> highlighted that selected years of lower vortex intensity result in higher temperatures and less precipitation over eastern Australia. The dramatic weakening of the Antarctic vortex in 2019 had a large impact on meteorological conditions over the country that resulted in the severe Australian fires at the turn of the year 2019/2020.</p>
      <p id="d1e207">The inner vortex is characterized by high absolute values of potential vorticity (PV). As this parameter is conserved on isentropic surfaces for weeks, PV maps on such surfaces represent one of the primary diagnostic tools for analysis of the dynamical processes in the stratosphere and inside the polar vortex. <xref ref-type="bibr" rid="bib1.bibx31" id="text.20"/> first represented daily PV global maps of isentropic surfaces, demonstrating a material separation in the stratosphere between the main vortex, characterized by high absolute PV values, the surf zone, characterized by weak absolute PV values, and a zone of strong meridional PV gradient in between: the so-called vortex boundary or vortex edge, which is an area of low mixing representing a dynamical barrier to air mass exchanges. Numerous studies on the vortex boundary definition have been conducted. <xref ref-type="bibr" rid="bib1.bibx36" id="text.21"/> defined the vortex edge as the location of the maximum PV gradient as a function of equivalent latitude (EL), weighted by the mean wind speed. EL defines the latitude limit of the polar area which exceeds a certain PV value (maximum PV is then given at EL <inline-formula><mml:math id="M3" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 90<inline-formula><mml:math id="M4" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>, e.g., <xref ref-type="bibr" rid="bib1.bibx6" id="altparen.22"/>). The mean wind speed is the mean of the wind values around an equivalent latitude contour. A PV field sorted by EL will then make the polar vortex concentric around the pole. This is the method used in this study. <xref ref-type="bibr" rid="bib1.bibx35" id="text.23"/> has developed the effective diffusivity diagnostic, which is applied on tracers to identify transport barriers and mixing regions. <xref ref-type="bibr" rid="bib1.bibx18" id="text.24"/> used this method to quantify the transport of polar vortex air to mid-latitudes, as well as to evaluate the polar vortex barrier intensity. The method of elliptical diagnostics of a contour used by <xref ref-type="bibr" rid="bib1.bibx51" id="text.25"/> consists in fitting an ellipse to the contour of a parameter. It subsequently determines several variables of this ellipse, for example, latitude and longitude of the center, the equivalent latitude, or its orientation. It is possible to calculate the elliptical diagnostics of a contour of conservative tracers such as PV or long-lived chemical species around the polar vortex edge region <xref ref-type="bibr" rid="bib1.bibx52" id="paren.26"/>. The vortex forms in autumn, intensifies throughout the winter, and disappears in spring/summer. Its overall strength is variable from one year to the next. Different studies have analyzed the interannual variability of the polar vortex induced by forcings such as the solar flux (SF), quasi-biennial oscillation (QBO) and El Niño–Southern Oscillation (ENSO), particularly in the Northern Hemisphere. QBO is a quasi-periodic oscillation of the equatorial zonal wind between easterlies and westerlies. <xref ref-type="bibr" rid="bib1.bibx20" id="text.27"/> made a composite study of zonal wind in the Northern Hemisphere at 50 hPa from 1962 to 1977 based on the different QBO phases. They showed that the vortex is less disturbed during the west phase of the QBO (wQBO) at 50 hPa than during the east phase (eQBO). <xref ref-type="bibr" rid="bib1.bibx26" id="text.28"/> evaluated the temperature and strength of the Arctic polar vortex according to the solar cycle and the QBO. They found that the vortex is warm and weak during solar maxima/eQBO phases, and cold and strong during solar minima/wQBO phases at 50 hPa. <xref ref-type="bibr" rid="bib1.bibx8" id="text.29"/> support this finding that the state of the Northern Hemisphere polar stratosphere is less perturbed during solar cycle minimum and westerly QBO phases. Then, <xref ref-type="bibr" rid="bib1.bibx4" id="text.30"/> showed, over a period of 18 years, that the Antarctic polar vortex at 10 hPa is slightly colder during wQBO. ENSO is an irregular oscillation in winds and sea surface temperatures over the tropical eastern Pacific Ocean, affecting the climate of the tropics and subtropics. It also influences other climatic parameters such as precipitations worldwide and ozone levels in the lower stratosphere <xref ref-type="bibr" rid="bib1.bibx54" id="paren.31"/>. <xref ref-type="bibr" rid="bib1.bibx10" id="text.32"/> indicated that the El Niño events are associated with a warming and weakening of the polar vortex in the polar stratosphere in both hemispheres, and <xref ref-type="bibr" rid="bib1.bibx27" id="text.33"/> showed that early breakup of the southern polar vortex occurs during El Niño events. By contrast, <xref ref-type="bibr" rid="bib1.bibx44" id="text.34"/> did not find a significant impact of the canonical ENSO index on the Southern Hemisphere polar vortex both in observations and in modeling studies. With indices of Niño-3 and Niño-4 regions, <xref ref-type="bibr" rid="bib1.bibx23" id="text.35"/> reported that during a “warm pool event” (positive SST in Niño-4 regions) the heat flux is higher and the Antarctic vortex breaks up earlier. Several methods have been suggested in order to determine the onset and breakup dates of the polar vortex. They are based on a minimum area computed from equivalent latitudes (<xref ref-type="bibr" rid="bib1.bibx30" id="altparen.36"/>; <xref ref-type="bibr" rid="bib1.bibx57" id="altparen.37"/>) or mean wind speed thresholds along the edge (e.g., <xref ref-type="bibr" rid="bib1.bibx36" id="altparen.38"/>). The latter is used in <xref ref-type="bibr" rid="bib1.bibx54" id="text.39"/> to calculate the dates on which the Arctic and Antarctic polar vortex breaks each spring.</p>
      <p id="d1e289">The objective of this paper is to analyze the long-term evolution of the intensity, position, and duration of the southern polar vortex edge as a function of equivalent latitude over several decades (1979–2020). ERA-Interim reanalyses and operational data from the European Centre for Medium-Range Weather Forecast (ECMWF) are used for the study, which includes an evaluation of the onset and breakup dates of the polar vortex during this period. At an interannual scale, the signature of the 11-year solar cycle, QBO and ENSO, is evaluated on the vortex edge evolution. This is the first study of the variability of the Antarctic stratospheric polar vortex edge and its persistence over a long period (42 years).</p>
      <p id="d1e292">The paper is organized as follows. Section 2 presents the ECMWF dataset and the data sources of the forcings (SF, QBO, and ENSO) used for the analysis of interannual variability of the polar vortex edge. Section 3 describes the methods used in the study, such as the MIMOSA (Modélisation Isentrope du transport Méso-échelle de l’Ozone Stratosphérique par Advection) model <xref ref-type="bibr" rid="bib1.bibx18" id="paren.40"/>, which is used to construct the PV maps as a function of potential temperature and equivalent latitude. The methods used for the vortex edge characterization and for determining the onset and breakup dates of the polar vortex are also discussed in this section. Section 4 presents the statistical analysis of the annual evolution of the vortex edge over the study period as well as its interannual evolution, related to the SF, QBO, and ENSO forcings, while results on the interannual evolution of the vortex onset and breakup dates are given in Sect. 5. A further discussion of the results and perspectives of the study are presented in Sect. 6.</p>
</sec>
<sec id="Ch1.S2">
  <label>2</label><title>Data</title>
<sec id="Ch1.S2.SS1">
  <label>2.1</label><title>Potential vorticity fields</title>
      <p id="d1e313">PV fields are calculated from ECMWF ERA-Interim reanalyses [1] <xref ref-type="bibr" rid="bib1.bibx9" id="paren.41"/>. As these reanalyses end in August 2019, we used the operational data from ECMWF from September 2019 to December 2020. Recently, <xref ref-type="bibr" rid="bib1.bibx32" id="text.42"/> compared the polar vortex evolution with different reanalyses, including ERA-Interim. Their results showed that all reanalyses where in agreement with the reanalysis ensemble mean (REM), which shows that we can be confident with the ERA-Interim reanalyses for our study. ERA-Interim temperature, geopotential, and wind data with a resolution of 1.125<inline-formula><mml:math id="M5" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> latitude <inline-formula><mml:math id="M6" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 1.125<inline-formula><mml:math id="M7" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> longitude are inputs for the MIMOSA model, which is a three-dimensional high-resolution PV advection model <xref ref-type="bibr" rid="bib1.bibx18" id="paren.43"/>. From MIMOSA high-resolution PV fields it is possible to follow the evolution of polar air masses and filamentation processes of the polar vortex. Sampled every 6 h, ERA-Interim reanalyses are interpolated on selected isentropic surfaces. The model computes PV and EL fields on the isentropic surfaces with a resolution of 0.3<inline-formula><mml:math id="M8" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> latitude <inline-formula><mml:math id="M9" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 0.3<inline-formula><mml:math id="M10" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> longitude, using a polar projection centered on the south from 90<inline-formula><mml:math id="M11" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S to 10<inline-formula><mml:math id="M12" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N. The advection method is applied to this orthographic grid. After some time, the MIMOSA grid is distorted by the horizontal gradients of the wind fields. A re-interpolation of the PV fields on the original grid every 6 h is then performed. Finally, in order to take into account diabatic processes, a relaxation of the MIMOSA advected PV (APV) toward the ECMWF PV is made every 12 h with a 10 d time constant. This model has been used to analyze, among other studies, the permeability of the southern polar vortex to volcanic aerosols from Cerro Hudson and Mount Pinatubo eruptions in 1991 <xref ref-type="bibr" rid="bib1.bibx13" id="paren.44"/>, and to predict the extension in the lower mid-latitude stratosphere of polar and subtropical air masses <xref ref-type="bibr" rid="bib1.bibx19" id="paren.45"/>. In <xref ref-type="bibr" rid="bib1.bibx40" id="text.46"/>, PV fields simulated by the model are used to evaluate the average total ozone evolution within the Antarctic vortex. For this study, PV fields are computed at 675, 550, and 475 K isentropic levels.</p>
</sec>
<sec id="Ch1.S2.SS2">
  <label>2.2</label><title>Forcings of interannual variability</title>
      <p id="d1e412">Forcings considered for the analyses of the interannual variability of the vortex edge are described in Table <xref ref-type="table" rid="Ch1.T1"/>. For the solar flux, we are mainly interested in the variability induced by the 11-year solar cycle. The F10.7 solar flux data cover six solar cycles, including those covering our study period, the last four. The F10.7 solar flux correlates well with the 11-year sunspot cycle (<xref ref-type="bibr" rid="bib1.bibx33" id="altparen.47"/>; <xref ref-type="bibr" rid="bib1.bibx49" id="altparen.48"/>) and has been used frequently as a proxy for solar activity (e.g., <xref ref-type="bibr" rid="bib1.bibx47" id="altparen.49"/>; <xref ref-type="bibr" rid="bib1.bibx15" id="altparen.50"/>; <xref ref-type="bibr" rid="bib1.bibx40" id="altparen.51"/>). It is defined in solar flux units (1 sfu <inline-formula><mml:math id="M13" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 10<inline-formula><mml:math id="M14" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">22</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> W m<inline-formula><mml:math id="M15" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> Hz<inline-formula><mml:math id="M16" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>). For our study, we averaged the 10.7 cm solar flux and other proxies over the May–November period, which corresponds to the period when the southern polar vortex is well formed. Data were obtained for solar cycles 21–24 (1976–2020). Years characterized by minimum and maximum solar intensity were selected from the difference of maximum and minimum intensity of each cycle (a methodology also considered in <xref ref-type="bibr" rid="bib1.bibx45" id="altparen.52"/>). The minimum (maximum) intensity threshold was defined as the lower (upper) third of this difference, so that the minimum and maximum thresholds are different for each cycle. The selection results in 15 maximum solar (maxSC) years and 20 minimum solar (minSC) years over the whole study period. In order to investigate the influence of QBO on the polar vortex, we used Singapore monthly mean zonal wind at the 50 hPa level, and averaged this parameter each year during the same period as for the solar cycle. QBO is sorted by a negative phase for eQBO with 19 years and a positive phase for wQBO with 23 years. In the case of ENSO, the Multivariate ENSO Index (MEI) version 2 was used in this study. It corresponds to the combination of empirical orthogonal function (EOF) of sea level pressure (SLP), sea surface temperature (SST), zonal and meridional components of surface wind, and outgoing longwave radiation in the tropical Pacific basin. Referring to the NOAA description of the MEI.v2 index (see data availability [4]): “The EOF are calculated for 12 overlapping bi-monthly `seasons' in order to take into account ENSO’s seasonality, and reduce effects of higher frequency intra-seasonal variability.” Then mean ENSO over the period is sorted to distinguish La Niña, characterized by negative values smaller than <inline-formula><mml:math id="M17" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">0.5</mml:mn></mml:mrow></mml:math></inline-formula> MEI.v2 (cold ENSO), and El Niño by positive values higher than <inline-formula><mml:math id="M18" display="inline"><mml:mrow><mml:mo>+</mml:mo><mml:mn mathvariant="normal">0.5</mml:mn></mml:mrow></mml:math></inline-formula> MEI.v2 (warm ENSO). Thus 10 wENSO and 14 cENSO years are considered in this study.</p>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T1" specific-use="star"><?xmltex \currentcnt{1}?><label>Table 1</label><caption><p id="d1e503">Proxies: source, characteristics, and period.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="4">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="justify" colwidth="6cm"/>
     <oasis:colspec colnum="3" colname="col3" align="justify" colwidth="6cm"/>
     <oasis:colspec colnum="4" colname="col4" align="justify" colwidth="3cm"/>
     <oasis:thead>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1">Proxy</oasis:entry>
         <oasis:entry colname="col2">Source</oasis:entry>
         <oasis:entry colname="col3">Characteristics</oasis:entry>
         <oasis:entry colname="col4">Period</oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1">SF</oasis:entry>
         <oasis:entry colname="col2">Dominion Radio Astrophysical Observatory<?xmltex \hack{\hfill\break}?>(National Research Council Canada) [2]</oasis:entry>
         <oasis:entry colname="col3">Monthly mean solar flux at 10.7 cm</oasis:entry>
         <oasis:entry colname="col4">May–November</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1">QBO</oasis:entry>
         <oasis:entry colname="col2">Institute of Meteorology (Freie Universität<?xmltex \hack{\hfill\break}?>Berlin) [3]</oasis:entry>
         <oasis:entry colname="col3">Monthly mean quasi-biennial oscillation at<?xmltex \hack{\hfill\break}?>50 hPa</oasis:entry>
         <oasis:entry colname="col4">May–November</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">ENSO</oasis:entry>
         <oasis:entry colname="col2">NOAA Earth System Research Laboratory [4]</oasis:entry>
         <oasis:entry colname="col3">Bi-monthly Multivariate ENSO Index (MEI.v2)</oasis:entry>
         <oasis:entry colname="col4">May–November</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

</sec>
</sec>
<sec id="Ch1.S3">
  <label>3</label><title>Methods</title>
<sec id="Ch1.S3.SS1">
  <label>3.1</label><title>Vortex edge characterization</title>
      <p id="d1e608">As mentioned in the Introduction, the vortex edge is characterized by a strong PV gradient. To represent the vortex edge position, the method described in <xref ref-type="bibr" rid="bib1.bibx36" id="text.53"/> is used, which consists in determining the position of the edge from the maximum PV gradient weighted by the mean wind speed as a function of EL. The maximum gradient is evaluated in the [<inline-formula><mml:math id="M19" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">85</mml:mn></mml:mrow></mml:math></inline-formula><inline-formula><mml:math id="M20" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>, <inline-formula><mml:math id="M21" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">50</mml:mn></mml:mrow></mml:math></inline-formula><inline-formula><mml:math id="M22" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> EL] range in order to avoid high PV values at the pole and disturbances by the subtropical jet. The position of the edge is defined by the EL of the <inline-formula><mml:math id="M23" display="inline"><mml:mrow><mml:mo>max⁡</mml:mo><mml:mo>(</mml:mo><mml:mi mathvariant="normal">dPV</mml:mi><mml:mo>/</mml:mo><mml:mi mathvariant="normal">dEL</mml:mi><mml:mo>×</mml:mo><mml:mi>W</mml:mi><mml:mo>(</mml:mo><mml:mi mathvariant="normal">EL</mml:mi><mml:mo>)</mml:mo><mml:mo>[</mml:mo><mml:mo>-</mml:mo><mml:mn mathvariant="normal">85</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup><mml:mo>,</mml:mo><mml:mo>-</mml:mo><mml:mn mathvariant="normal">50</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup><mml:mi mathvariant="normal">EL</mml:mi><mml:mo>]</mml:mo></mml:mrow></mml:math></inline-formula>), where <inline-formula><mml:math id="M24" display="inline"><mml:mi>W</mml:mi></mml:math></inline-formula> is the mean wind speed.</p>
</sec>
<sec id="Ch1.S3.SS2">
  <label>3.2</label><title>Determination of polar vortex onset and breakup dates</title>
      <p id="d1e717">Several methods have been used to determine the onset and breakup dates of the polar vortex in the Northern Hemisphere (NH), as mentioned previously. <xref ref-type="bibr" rid="bib1.bibx30" id="text.54"/> first determined that the breakup date corresponds to the date when the EL of a chosen PV contour at the 465 K level is greater than 80<inline-formula><mml:math id="M25" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>, using PV data computed from the National Centers for Environmental Prediction and the National Center for Atmospheric Research (NCEP/NCAR) reanalyses. From a given PV contour, the authors determined that if the corresponding EL position is poleward of 80<inline-formula><mml:math id="M26" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> LE, then the vortex is not well formed. This defines the duration of the polar vortex. Subsequently, using wind fields in addition to the PV gradient as a function of EL, <xref ref-type="bibr" rid="bib1.bibx36" id="text.55"/> considered that the vortex is well formed at 450 K when the mean wind speed along the vortex edge is equal to or greater than 15.2 m s<inline-formula><mml:math id="M27" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>. They also used the 3.2 m s<inline-formula><mml:math id="M28" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> standard deviation interval to provide a range of dates during which the vortex forms and breaks. Then <xref ref-type="bibr" rid="bib1.bibx53" id="text.56"/> analyzed the breakup date of the Arctic and Antarctic polar vortex using NCEP data for the 1958–1999 period. They showed a tendency of extension of the breakup date after 1979 in the Antarctic that could be due to radiative processes induced by the lower ozone levels within the vortex. <xref ref-type="bibr" rid="bib1.bibx57" id="text.57"/> used the same method as <xref ref-type="bibr" rid="bib1.bibx30" id="text.58"/> and compared the vortex breakup dates in the 1990s with those of the 1980s based on NCEP data, considering that the vortex breaks up and disappears when its size falls below 1 % of the earth’s surface. The authors demonstrated that the Antarctic vortex lasted 2 weeks longer in the 1991–1998 period than in the 1979–1984 period. The authors joined other studies (<xref ref-type="bibr" rid="bib1.bibx3" id="altparen.59"/>; <xref ref-type="bibr" rid="bib1.bibx34" id="altparen.60"/>; <xref ref-type="bibr" rid="bib1.bibx56" id="altparen.61"/>) in concluding that the vortex lifetime is influenced by the ozone depletion during spring. <xref ref-type="bibr" rid="bib1.bibx1" id="text.62"/> used the same method as <xref ref-type="bibr" rid="bib1.bibx36" id="text.63"/> and added threshold values of 20 and 25 m s<inline-formula><mml:math id="M29" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> to compare variations of breakup dates in models and observations over the 1980–2004 period. In this study, we use the <xref ref-type="bibr" rid="bib1.bibx36" id="text.64"/> method to determine the vortex onset and breakup dates, also used in <xref ref-type="bibr" rid="bib1.bibx54" id="text.65"/>. Two threshold values (20 and 25 m s<inline-formula><mml:math id="M30" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>) following <xref ref-type="bibr" rid="bib1.bibx1" id="text.66"/> are added to this method, in order to evaluate the sensitivity of the onset and breakup dates to the chosen threshold values (see Sect. 5).</p>
</sec>
</sec>
<sec id="Ch1.S4">
  <label>4</label><title>Evolution of the polar vortex edge throughout the winter</title>
<sec id="Ch1.S4.SS1">
  <label>4.1</label><title>Intensity of the vortex edge</title>
      <p id="d1e844">The statistical analysis of the evolution of the vortex edge intensity throughout the winter from 1979 to 2020 at the 675, 550, and 475 K isentropic surfaces is shown in Fig. <xref ref-type="fig" rid="Ch1.F1"/>, which displays the maximum PV gradient smoothed by a 5 d running mean, in EL from May to December. In each panel, the black bold curve represents the median values and blue filled areas indicate values between the 20th and 80th percentiles. Thin dark lines are the overall maximum and minimum during the period 1979–2020. Data are considered every year between the onset and the breakup dates of the vortex (see Sect. 5) and the percentiles, medians, and overall extrema are plotted for days with 3 years or more of data. The statistical parameters with at least 3 years of data are obtained until day 343, 354, and 361 at 675, 550, and 475 K, respectively. Results show that the vortex is systematically present on 1 May​​​​​​​, and reaches its maximum intensity during different periods of the winter depending on the level, e.g., later at the lower levels. It is reached from September to late October at 675 K with a median peak value of 20.8 PV units per <inline-formula><mml:math id="M31" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> EL in October, from September to early November at 550 K with a peak value of 7.8 PV units per <inline-formula><mml:math id="M32" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> EL at the beginning of October, and later for 475 K during the first half of November with a peak value of 3.9 PV units per <inline-formula><mml:math id="M33" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> EL​​​​​​​. This period of maximum intensity is also characterized by a larger variability (as seen from the maximum and minimum curves, especially for the lower isentropic levels). Depending on the year and the level, the vortex breaks up between mid-October and the end of December at the latest.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F1"><?xmltex \currentcnt{1}?><?xmltex \def\figurename{Figure}?><label>Figure 1</label><caption><p id="d1e878">Evolution of daily maximum PV gradient in the period 1979–2020, from <bold>(a)</bold> to <bold>(c)</bold>: 675, 550, and 475 K. Median values are represented by the bold black curves. Blue areas show values between the 20th and 80th percentiles, while thin black curves represent the maximum and minimum during the period.​​​​​​​</p></caption>
          <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://acp.copernicus.org/articles/22/4187/2022/acp-22-4187-2022-f01.png"/>

        </fig>

      <p id="d1e893">Figure <xref ref-type="fig" rid="Ch1.F2"/> represents the evolution of the vortex edge position in EL. For this parameter, medians and percentiles curves show a similar behavior for the various levels from May to late September for all levels. The polar vortex edge position is reached between mid-July and late August at 675 K, between mid-July and mid-August at 550 K, and between mid-August and September at 475 K, with respective median average values of <inline-formula><mml:math id="M34" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">57.3</mml:mn></mml:mrow></mml:math></inline-formula>, <inline-formula><mml:math id="M35" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">57.8</mml:mn></mml:mrow></mml:math></inline-formula>, and <inline-formula><mml:math id="M36" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">58.4</mml:mn></mml:mrow></mml:math></inline-formula><inline-formula><mml:math id="M37" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> EL. The minima show clearly the large reduction in the vortex area due to the major warming in 2002 during October. It is less pronounced at 475 K where the edge position decreased to a minimum of <inline-formula><mml:math id="M38" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">67.8</mml:mn></mml:mrow></mml:math></inline-formula><inline-formula><mml:math id="M39" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> EL, compared to <inline-formula><mml:math id="M40" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">76.3</mml:mn></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M41" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">71</mml:mn></mml:mrow></mml:math></inline-formula><inline-formula><mml:math id="M42" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> EL at 675 and 550 K, respectively (e.g., <xref ref-type="bibr" rid="bib1.bibx21" id="altparen.67"/>). The winter of 2019 impacts the minimum curve during the last 2 weeks of September at 675 K and is located between the minimum curve and the 20th percentiles from September to the beginning of November for each level. During this year, a minor SSW occurred at the end of August, which displaced and weakened the polar vortex. The stratospheric polar vortex abruptly weakened and warmed on 25 August <xref ref-type="bibr" rid="bib1.bibx29" id="paren.68"/>. MERRA2 analyses showed a rapid 50 K increase in polar temperature at 10 hPa between 5 and 11 September <xref ref-type="bibr" rid="bib1.bibx55" id="paren.69"/>. Minimum values of winds at 10 hPa and 60<inline-formula><mml:math id="M43" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S were found on 18 September <xref ref-type="bibr" rid="bib1.bibx46" id="paren.70"/>. This event induced the smallest Antarctic ozone hole on record. Although it appeared earlier than usual in August, the ozone hole reached an area of 15 million km<inline-formula><mml:math id="M44" display="inline"><mml:msup><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:math></inline-formula> by 1 September, but decreased to an area of 8 million km<inline-formula><mml:math id="M45" display="inline"><mml:msup><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:math></inline-formula> by 17 September <xref ref-type="bibr" rid="bib1.bibx29" id="paren.71"/>. The variability in the vortex area decreases for all levels during the period of maximum edge intensity: the EL difference between the 20th and 80th percentiles decreases to 3.7<inline-formula><mml:math id="M46" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> EL in October at 675 K, and 3.1<inline-formula><mml:math id="M47" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> EL at the 550 and 475 K levels compared to 4.6, 5.4, and 5.2<inline-formula><mml:math id="M48" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> EL in August, respectively.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F2"><?xmltex \currentcnt{2}?><?xmltex \def\figurename{Figure}?><label>Figure 2</label><caption><p id="d1e1057">Evolution of daily position of the vortex edge in equivalent latitude as a function of time over the period 1979–2020, from <bold>(a)</bold> to <bold>(c)</bold>: 675, 550, and 475 K. Median values are represented by the bold black curves. Blue areas show values between the 20th and 80th percentiles, while thin black curves represent the maximum and minimum values during the period.</p></caption>
          <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://acp.copernicus.org/articles/22/4187/2022/acp-22-4187-2022-f02.png"/>

        </fig>

</sec>
<sec id="Ch1.S4.SS2">
  <label>4.2</label><title>Influence of solar cycle, quasi-biennial oscillation, and El Niño–Southern Oscillation on the polar vortex edge</title>
      <p id="d1e1080">Factors such as the solar cycle, QBO, and ENSO are used to describe the interannual variability in the temporal evolution of the polar vortex edge over the period 1979–2020. As mentioned in the Introduction, these variables were largely used in various studies of the stratospheric polar vortex.</p>
<sec id="Ch1.S4.SS2.SSS1">
  <label>4.2.1</label><title>The solar cycle</title>
      <p id="d1e1090">The intensity of the vortex edge has been sorted according to the maximum (maxSC) and minimum (minSC) solar activity years (see Sect. 2). Figure <xref ref-type="fig" rid="Ch1.F3"/> displays the composite analysis of the temporal evolution of the polar vortex edge intensity throughout the winter from 1979 to 2020 at the three isentropic levels. In each panel, the dark gray area represents values between the 20th and 80th percentiles of maxSC years with the median in red, and the light gray area represents the 20th and 80th percentiles of minSC years with the median in blue. The various panels of the figure show that minSC years are generally characterized by a stronger vortex edge. Also, in maxSC years the vortex breakup is earlier than during minSC years, e.g., 6 d earlier at 675 K, 4 d at 550 K, and 3 d at 475 K. The relative difference between the maxSC and minSC medians in the periods of maximum intensity is larger at 550 K (16.4 % relative difference) than at 475 K (13 %), and 675 K (11.2 %) levels. A Mann–Whitney test was performed to characterize the significance of these differences. The Mann–Whitney test results indicate that differences are significant from 27 September to 26 October at 675 K, from 9 to 24 September and from 3 October to 21 November at 550 K, and from 19 September to 15 October and from 11 to 26 November at 475 K. For the three levels, there is a jump in the vortex edge intensity for the maxSC years during November, which is not observed for minSC years. These jumps in the medians are related to a smaller number of years included in the statistical parameters due to earlier vortex breakup dates for maxSC years.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F3"><?xmltex \currentcnt{3}?><?xmltex \def\figurename{Figure}?><label>Figure 3</label><caption><p id="d1e1097">SC composites of the seasonal evolution of vortex edge intensity for the period 1979–2020, from <bold>(a)</bold> to <bold>(c)</bold>: 675, 550, and 475 K. Red curves represent median values for maxSC years and blue curves for minSC years. Dark gray areas indicate values between the 20th and 80th percentiles for maxSC years and light gray areas for minSC years.</p></caption>
            <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://acp.copernicus.org/articles/22/4187/2022/acp-22-4187-2022-f03.png"/>

          </fig>

      <p id="d1e1112">Figure <xref ref-type="fig" rid="Ch1.F4"/> represents the composite analysis of the evolution of the vortex edge position according to SC in a similar way as in Fig. <xref ref-type="fig" rid="Ch1.F3"/> for the vortex edge intensity. The results do not show a large impact of the SC on the vortex edge position, although the vortex appears to be somewhat larger during maxSC periods, with also a larger variability. In the beginning of May, the vortex edge extends to <inline-formula><mml:math id="M49" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">68</mml:mn></mml:mrow></mml:math></inline-formula><inline-formula><mml:math id="M50" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> EL, then reaches a maximum at <inline-formula><mml:math id="M51" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">56.1</mml:mn></mml:mrow></mml:math></inline-formula><inline-formula><mml:math id="M52" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> EL (<inline-formula><mml:math id="M53" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">57.4</mml:mn></mml:mrow></mml:math></inline-formula><inline-formula><mml:math id="M54" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> EL) during the maxSC (minSC) between late August and mid-September at 675 K. At 550 and 475 K, the maximum equivalent latitude positions reached according to the maxSC (minSC) years are <inline-formula><mml:math id="M55" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">55.2</mml:mn></mml:mrow></mml:math></inline-formula><inline-formula><mml:math id="M56" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> EL (<inline-formula><mml:math id="M57" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">58.7</mml:mn></mml:mrow></mml:math></inline-formula><inline-formula><mml:math id="M58" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> EL) between mid-July and August and <inline-formula><mml:math id="M59" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">56.4</mml:mn></mml:mrow></mml:math></inline-formula><inline-formula><mml:math id="M60" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> EL (<inline-formula><mml:math id="M61" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">58.6</mml:mn></mml:mrow></mml:math></inline-formula><inline-formula><mml:math id="M62" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> EL) between mid-August and September. There is less variability and fewer differences between maxSC and minSC years during the period of maximum intensity of the edge (see Sect. 4.1). The difference between the medians was assessed by a Mann–Whitney test and differences are significant from 9 to 18 September at 675 K, from 18 July to 11 August and from 27 August to 7 September at 550 K, and from 15 to 20 June at 475 K.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F4"><?xmltex \currentcnt{4}?><?xmltex \def\figurename{Figure}?><label>Figure 4</label><caption><p id="d1e1250">SC composites of the seasonal evolution of the vortex edge position according to SC for the period 1979–2020, from <bold>(a)</bold> to <bold>(c)</bold>: 675, 550, and 475 K. Red curves represent median values for maxSC years and blue curves for minSC years. Dark gray areas indicate values between the 20th and 80th percentiles for maxSC years and light gray areas for minSC years.</p></caption>
            <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://acp.copernicus.org/articles/22/4187/2022/acp-22-4187-2022-f04.png"/>

          </fig>

<?xmltex \hack{\newpage}?>
</sec>
<sec id="Ch1.S4.SS2.SSS2">
  <label>4.2.2</label><title>Quasi-biennial oscillation</title>
      <p id="d1e1275">We then studied the modulation of the SC influence on the vortex edge by the QBO. Figure <xref ref-type="fig" rid="Ch1.F5"/> represents the composite analysis of the polar vortex edge intensity throughout the winter for the period 1979–2020 at 550 and 475 K, with maxSC and minSC years sorted according to the phase of the QBO: eQBO and wQBO are in the left and right panels, respectively. Only results for the lower levels are shown, as the differences are less clear at 675 K. In each panel, the dark gray area indicates the 20th and 80th percentiles of maxSC years with the median in red, and the light gray area indicates the 20th and 80th percentiles of minSC years with the median in blue. Note that during the study period there are only 5 years for maxSC/eQBO versus 10 years for minSC/eQBO, and 10 years for both maxSC/wQBO and minSC/wQBO (see Table <xref ref-type="table" rid="Ch1.T2"/>).</p>
      <p id="d1e1282">At 550 K, both QBO phases are characterized by a stronger vortex edge during minSC years but the differences between minSC and maxSC medians are largest during eQBO years. The largest variability in vortex edge intensity for minSC years (with the largest observed values) is also seen for eQBO years. During the wQBO phase, minSC years show a longer duration of the period of maximum intensity (from September to November) and maxSC years are characterized by a stronger vortex edge and a longer vortex duration, compared to their equivalent during eQBO phases. A similar behavior of the vortex edge intensity is observed at 475 K. The minSC and maxSC years show, respectively, stronger vortex edge intensity during the wQBO phase than during the eQBO phase. The maxSC years are characterized by a longer vortex duration during the wQBO phase than during the eQBO phase. As a conclusion, the QBO further modulates the intensity of the vortex edge, especially for maxSC years, which are generally characterized by a stronger vortex edge and longer vortex duration during the wQBO phase than during the eQBO phase. MinSC years also show a slightly stronger vortex edge during the wQBO phase.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F5" specific-use="star"><?xmltex \currentcnt{5}?><?xmltex \def\figurename{Figure}?><label>Figure 5</label><caption><p id="d1e1287">Composites of the seasonal evolution of vortex edge intensity  according to SC and QBO for the period 1979–2020, from <bold>(a)</bold> to <bold>(d)</bold>: 550 and 475 K. Panels <bold>(a)</bold> and <bold>(c)</bold> represent eQBO phases and panels <bold>(b)</bold> and <bold>(d)</bold> represent wQBO phases (Sect. 2.2). Red curves represent median values for maxSC years and blue curves for minSC years. Dark gray areas indicate values between the 20th and 80th percentiles for maxSC years and light gray areas for minSC years.</p></caption>
            <?xmltex \igopts{width=341.433071pt}?><graphic xlink:href="https://acp.copernicus.org/articles/22/4187/2022/acp-22-4187-2022-f05.png"/>

          </fig>

</sec>
<sec id="Ch1.S4.SS2.SSS3">
  <label>4.2.3</label><title>El Niño–Southern Oscillation</title>
      <p id="d1e1323">We also studied the combined modulation of the polar vortex edge by both the SC and ENSO. Figure <xref ref-type="fig" rid="Ch1.F6"/> displays similar composites as in Fig. <xref ref-type="fig" rid="Ch1.F5"/> but selecting warm (wENSO) and cold (cENSO) ENSO phases (see Sect. 2).</p>
      <p id="d1e1330">At both 550 and 475 K, the largest difference between minSC and maxSC median vortex edge intensity is observed for cENSO years, with minSC years still characterized by the largest intensity. The vortex duration for the maxSC year duration is also larger during cENSO than wENSO years. At both levels, the difference between maxSC and minSC vortex edge intensity is small and insignificant during wENSO years, while cENSO are generally characterized by a stronger vortex edge for both minSC and maxSC years. The polar vortex breaks earlier during the warm phase of ENSO, and especially during the maxSC years with a breakup in November. These results are in agreement with the literature (<xref ref-type="bibr" rid="bib1.bibx27" id="altparen.72"/>; <xref ref-type="bibr" rid="bib1.bibx10" id="altparen.73"/>).</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F6" specific-use="star"><?xmltex \currentcnt{6}?><?xmltex \def\figurename{Figure}?><label>Figure 6</label><caption><p id="d1e1341">Composites of the seasonal evolution of vortex edge intensity  according to SC and ENSO for the period 1979–2020, from <bold>(a)</bold> to <bold>(d)</bold>: 550 and 475 K. Panels <bold>(a)</bold> and <bold>(c)</bold> represent cENSO phases and panels <bold>(b)</bold> and <bold>(d)</bold> represent wENSO phases (see Sect. 2.2). Red curves represent median values for maxSC years and blue curves for minSC years. Dark gray areas indicate values between the 20th and 80th percentiles for maxSC years and light gray areas for minSC years.</p></caption>
            <?xmltex \igopts{width=341.433071pt}?><graphic xlink:href="https://acp.copernicus.org/articles/22/4187/2022/acp-22-4187-2022-f06.png"/>

          </fig>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T2"><?xmltex \currentcnt{2}?><label>Table 2</label><caption><p id="d1e1373">Summary of the number of years considered in the composite analyses with SC, QBO, and ENSO.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="5">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="right"/>
     <oasis:colspec colnum="3" colname="col3" align="right"/>
     <oasis:colspec colnum="4" colname="col4" align="right"/>
     <oasis:colspec colnum="5" colname="col5" align="right"/>
     <oasis:thead>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1">Proxies</oasis:entry>
         <oasis:entry colname="col2">eQBO</oasis:entry>
         <oasis:entry colname="col3">wQBO</oasis:entry>
         <oasis:entry colname="col4">cENSO</oasis:entry>
         <oasis:entry colname="col5">wENSO</oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>
         <oasis:entry colname="col1">maxSC</oasis:entry>
         <oasis:entry colname="col2">5</oasis:entry>
         <oasis:entry colname="col3">10</oasis:entry>
         <oasis:entry colname="col4">5</oasis:entry>
         <oasis:entry colname="col5">3</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">minSC</oasis:entry>
         <oasis:entry colname="col2">10</oasis:entry>
         <oasis:entry colname="col3">10</oasis:entry>
         <oasis:entry colname="col4">7</oasis:entry>
         <oasis:entry colname="col5">5</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

</sec>
</sec>
<sec id="Ch1.S4.SS3">
  <label>4.3</label><title>Interannual evolution of the polar vortex edge</title>
      <p id="d1e1461">As seen in Sect. 4.1, the maximum median intensity is reached during the September–November period depending on the isentropic level. In order to study the interannual evolution of the intensity and position of the vortex edge during these periods, we identified the day when the maximum was reached at each level and averaged the parameters over <inline-formula><mml:math id="M63" display="inline"><mml:mrow><mml:mo>±</mml:mo><mml:mn mathvariant="normal">15</mml:mn></mml:mrow></mml:math></inline-formula> d around this date. Figure <xref ref-type="fig" rid="Ch1.F7"/> represents the interannual evolution of the maximum intensity of the polar vortex edge at each isentropic level over the period 1979–2020, averaged over 15 September–15 October, 1–31 October​​​​​​​ and 15 October–15 November at  675, 550, and 475 K, respectively. Red circles indicate maxSC years and blue squares indicate minSC years. Symbol-free years are years with 10.7 cm SF values in between minSC or maxSC years.</p>
      <p id="d1e1476">At 550 and 475 K, an increase of the vortex edge intensity from the beginning of the period to the end of the 1990s is visible while this increase is not observed at 675 K. It is about 121 % and 136 % at 550 and 475 K, respectively, between 1980 and 1996, and about 61 % and 86 % between 1980 and 2000 at the same levels. This increase can be attributed to the intensification of the ozone hole during the 1980s and 1990s, as mentioned in other studies <xref ref-type="bibr" rid="bib1.bibx5" id="paren.74"/>. From 2000, the intensity remains at a high level due to the continuing appearance of the ozone hole. Superimposed is the medium-term variability linked to the SC and interannual variability linked to the QBO and ENSO. In agreement with results in Sect. 4.1 and 4.2, peaks observed around 1986, 1996, 2005, and 2016 are the signature of the 11-year solar cycle corresponding to minSC years. We note, however, that some maxSC years show high values of vortex edge intensity, e.g., 2014 at both 550 and 475 K levels. This year is in wQBO phase, which confirms the previous conclusion that the vortex edge intensity of maxSC years is stronger during wQBO phases. However, it is in a wENSO phase, when the median vortex edge intensity is lower than during cENSO under maxSC conditions. It should be noted that the latest solar cycle (cycle number 24) was less intense than the previous ones <xref ref-type="bibr" rid="bib1.bibx25" id="paren.75"/> and the maxSC years of the last cycle correspond to intermediate years between minimum and maximum years of the previous cycles, and thus the modulation of the vortex edge intensity by the latest solar cycle is potentially weaker than by the earlier cycles. Similarly, while years with low edge intensity generally correspond to maxSC years, minSC years also show low intensity of the vortex edge especially at the end of the period (2016–2020), which corresponds to the end of the last weaker solar cycle.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F7"><?xmltex \currentcnt{7}?><?xmltex \def\figurename{Figure}?><label>Figure 7</label><caption><p id="d1e1487">Interannual evolution of the maximum vortex edge intensity for the period 1979–2020, averaged over 15 September–15 October for 675 K, October for 550 K, and 15 October–15 November for 475 K. The maxSC years are represented by red circles and the minSC years by blue squares.</p></caption>
          <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://acp.copernicus.org/articles/22/4187/2022/acp-22-4187-2022-f07.png"/>

        </fig>

      <p id="d1e1497">Figure <xref ref-type="fig" rid="Ch1.F8"/> represents the interannual evolution of the polar vortex edge position with years sorted according to the SC as described in Fig. <xref ref-type="fig" rid="Ch1.F7"/>. The position of the vortex edge is quite similar for 550 and 475 K levels. Between 1979 and 2001, the edge position is larger at 675 K. The most noticeable feature is the small edge position in 2002 due to the major warming and the vortex split which occurred during that year. It was shown that the major warming in 2002, the first one observed over Antarctica, was mainly due to increased planetary wave activities in the southern stratosphere <xref ref-type="bibr" rid="bib1.bibx21" id="paren.76"/>. With the exception of this year, the maximum edge position fluctuates between <inline-formula><mml:math id="M64" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">65.7</mml:mn></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M65" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">55.3</mml:mn></mml:mrow></mml:math></inline-formula><inline-formula><mml:math id="M66" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> EL, at all levels. At 550 and 475 K levels, the edge position decreases from 1981 to 1994, with values varying from <inline-formula><mml:math id="M67" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">56.6</mml:mn></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M68" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">58.6</mml:mn></mml:mrow></mml:math></inline-formula> to <inline-formula><mml:math id="M69" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">63.4</mml:mn></mml:mrow></mml:math></inline-formula><inline-formula><mml:math id="M70" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> EL and <inline-formula><mml:math id="M71" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">63.7</mml:mn></mml:mrow></mml:math></inline-formula><inline-formula><mml:math id="M72" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> EL, respectively, at both levels (average decrease of 7 to 5<inline-formula><mml:math id="M73" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> EL in 14 years). It can be noted that these years correspond to the period when the intensity of the vortex edge increases. At 675 K, the downward trend is less visible. At all levels, particularly at 675 and 475 K, there is a decrease in the edge position of the 2019 polar vortex, due to the minor SSW mentioned in Sect. 4.1. Contrary to the 2002 SSW, the 2019 SSW occurred during a period of solar minimum. By contrast, the year 2020, which was characterized by a strong ozone hole with a very long duration (see Sect. 5), does not show a particularly strong maximum vortex edge intensity value or an atypical value of the edge position during the respective periods of maximum intensity. Later in the winter, it impacts the maximum intensity curve for a few days at the three isentropic levels.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F8"><?xmltex \currentcnt{8}?><?xmltex \def\figurename{Figure}?><label>Figure 8</label><caption><p id="d1e1603">Interannual evolution of the vortex edge position for the period 1979–2020, averaged over 15 September–15 October for 675 K, 1–31 October​​​​​​​ for 550 K, and 15 October–15 November for 475 K. The maxSC years are represented by red circles and the minSC years by blue squares.</p></caption>
          <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://acp.copernicus.org/articles/22/4187/2022/acp-22-4187-2022-f08.png"/>

        </fig>

</sec>
</sec>
<sec id="Ch1.S5">
  <label>5</label><title>Onset and breakup of the polar vortex</title>
      <p id="d1e1622">The evolution of the onset dates of the polar vortex during winter from 1979 to 2020 at 675, 550, and 475 K isentropic levels is displayed in Fig. <xref ref-type="fig" rid="Ch1.F9"/>. It represents the day of the year when the polar vortex is well formed, e.g., when the horizontal mean wind speed at the vortex edge is above the threshold values of 15.2, 20, and 25 m s<inline-formula><mml:math id="M74" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>, as suggested by <xref ref-type="bibr" rid="bib1.bibx1" id="text.77"/>.</p>
      <p id="d1e1642">Due to the stronger radiative processes in the upper stratosphere, the temperature contrast between the polar region and mid-latitudes is stronger and the polar vortex forms more rapidly with a faster wind. Thus the vortex forms earlier at the highest levels: the average day of the year the onset date occurs for all thresholds combined is on days 90, 98, and 108  at 675, 550, and 475 K, respectively. Also, the onset date occurs later for the larger threshold values as the wind strength increases in autumn in the polar stratosphere. The differences between onset dates according to the different threshold values decreases with altitude. At 475 K, the mean values of the onset dates are days 93, 109, and 125 for the 15.2, 20, and 25 m s<inline-formula><mml:math id="M75" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> thresholds, respectively. However, some years show a large difference between the onset dates according to the different threshold values, which can exceed 1 month (e.g., in 2002, 1.5 months between 15.2 and 25 m s<inline-formula><mml:math id="M76" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>). For example, the winter of 2002 was characterized by a difference of 1.5 months between the two extreme threshold values, as the wind at the beginning of the winter was weaker compared to other winters. This is actually the first winter in which an SSW was observed, as mentioned previously. Due to the slower and less stable wind at 475 K, the vortex forms slowly and there is an important interannual variability of onset dates with an average difference of 32.9 d between 15.2 and 25 m s<inline-formula><mml:math id="M77" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> during the whole period. There are some outstanding late onset dates at 475 K, particularly for the 25 m s<inline-formula><mml:math id="M78" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> threshold, e.g., on day 152 in 2002 and day 149 in 2014. By contrast, the year 1992 was characterized by an early onset on day 73 for the 15.2 m s<inline-formula><mml:math id="M79" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> threshold. The 550 and 675 K levels show comparatively less variability in the onset dates for the various threshold values and the difference between the onset dates for the largest and lowest threshold values is of the order of 10 d on average (21 and 17.2 d at 550 and 675 K, respectively, between the 25 and 15.2 m s<inline-formula><mml:math id="M80" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> threshold values). This difference in interannual variability in the onset dates among the levels is further confirmed from the average standard deviation of the three thresholds curves after subtracting a 3<inline-formula><mml:math id="M81" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> polynomial. This standard deviation amounts to <inline-formula><mml:math id="M82" display="inline"><mml:mrow><mml:mo>±</mml:mo><mml:mn mathvariant="normal">8.2</mml:mn></mml:mrow></mml:math></inline-formula> d at 475 K, which is almost 2 times larger than the values of the 675 and 550 K levels (<inline-formula><mml:math id="M83" display="inline"><mml:mrow><mml:mo>±</mml:mo><mml:mn mathvariant="normal">4.8</mml:mn></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M84" display="inline"><mml:mrow><mml:mo>±</mml:mo><mml:mn mathvariant="normal">3.7</mml:mn></mml:mrow></mml:math></inline-formula> d, respectively).</p>
      <p id="d1e1757">Some long-term variability in the evolution of the onset dates is also observed at the different levels. At 675 K, a decreasing trend is visible between 2010 and 2018 for the 15.2 m s<inline-formula><mml:math id="M85" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> threshold, with a slightly higher interannual variability during this last decade. At 550 K, a similar decrease in the onset date from 2011 is observed, most pronounced for the 15.2 m s<inline-formula><mml:math id="M86" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> threshold. At 475 K, the most prominent feature is a significant decline of the onset dates between 1980 and 1999 for the 25 m s<inline-formula><mml:math id="M87" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> threshold value of about 29 d in 19 years, corresponding to a decline of 1.5 d yr<inline-formula><mml:math id="M88" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>. It is also noteworthy that later onset days in 2002, 2012, and 2014, correspond to years with smaller ozone holes (e.g., <xref ref-type="bibr" rid="bib1.bibx40" id="altparen.78"/>).</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F9" specific-use="star"><?xmltex \currentcnt{9}?><?xmltex \def\figurename{Figure}?><label>Figure 9</label><caption><p id="d1e1814">Interannual evolution of Antarctic polar vortex onset dates over the period 1979–2020. Panels from <bold>(a)</bold> to <bold>(c)</bold> show onset dates at 475, 550, and 675 K. Light gray, dark gray, and blue curves represent onset dates for the 15.2, 20, and 25 m s<inline-formula><mml:math id="M89" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> wind threshold values, respectively (see text).</p></caption>
        <?xmltex \igopts{width=341.433071pt}?><graphic xlink:href="https://acp.copernicus.org/articles/22/4187/2022/acp-22-4187-2022-f09.png"/>

      </fig>

      <p id="d1e1841">Figure <xref ref-type="fig" rid="Ch1.F10"/> shows the day when the polar vortex breaks up in spring at 475, 550, and 675 K isentropic levels. As mentioned in <xref ref-type="bibr" rid="bib1.bibx36" id="text.79"/>, when the vortex is weakening between early and late spring, the winds at the vortex edge also weaken, leading to the final vortex breakup. The vortex breakup is given when the horizontal mean wind speed along the vortex edge falls below the 15.2, 20, or 25 m s<inline-formula><mml:math id="M90" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> threshold values.</p>
      <p id="d1e1861">The vortex forms earlier at the highest levels and it also breaks earlier: the average breakup dates for the different threshold values are days 340, 334, and 325 at 475, 550, and 675 K, respectively. <xref ref-type="bibr" rid="bib1.bibx43" id="text.80"/> found that the average Southern Hemisphere stratospheric final warming at 50 hPa occurs around 2 December with JRA-55 reanalyses, which is consistent with our results at 475 K (on 5 December). We notice some early breakup of the polar vortex: for example, in 1988 (the vortex broke up 13 d before the mean breakup date at 675 K, 20 d at 550 K, and 21 d at 475 K). In 2002, the breakup occurred 18, 9, and 8 d before the mean breakup date at 475, 550, and 675 K, respectively. Some late breakups are observed during the last two decades particularly at 15.2 m s<inline-formula><mml:math id="M91" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>. The year 1999 is clearly distinguishable at 475 and 550 K with 21 and 27 d, respectively, after the mean breakup date. The years 2007, 2008, 2010 and 2015 also stand out for the three levels: around 14, 15, and 14 d after the mean breakup date at 475, 550, and 675 K, respectively. Finally, the year 2020 is noteworthy for its exceptionally late breakup date, with a breakup date occurring 20, 21, and 29 d after the mean threshold dates at 475, 550, and 675 K, respectively. The value at 675 K sets a record over the whole study period.</p>
      <p id="d1e1879">Figure 10 shows that the difference between the breakup dates for the various threshold values is much smaller than for the onset dates. The average difference between breakup dates for 15.2 and 25 m s<inline-formula><mml:math id="M92" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> is equal to 11.5, 8.9, and 8.2 d at 475, 550, and 675 K, respectively, compared to <inline-formula><mml:math id="M93" display="inline"><mml:mrow><mml:mo>±</mml:mo><mml:mn mathvariant="normal">32.9</mml:mn></mml:mrow></mml:math></inline-formula>, <inline-formula><mml:math id="M94" display="inline"><mml:mrow><mml:mo>±</mml:mo><mml:mn mathvariant="normal">21</mml:mn></mml:mrow></mml:math></inline-formula>, and <inline-formula><mml:math id="M95" display="inline"><mml:mrow><mml:mo>±</mml:mo><mml:mn mathvariant="normal">17.2</mml:mn></mml:mrow></mml:math></inline-formula> d, respectively, for the onset dates. The smaller differences can be explained by the important role of dynamical processes in the vortex breakup while the vortex formation is mainly controlled by radiative processes that are less variable from one year to the next. A larger interannual variability is observed for the breakup dates at the various levels and threshold values. Similarly, as for the onset dates, we calculated the standard deviation over the period after averaging the different curves of the different threshold means and after removing the long-term trend by a 3<inline-formula><mml:math id="M96" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> polynomial. The standard deviation is equal to 10.6, 10.2, and 10.4 d at 475, 550, and 675 K, respectively, compared to 8.2, 4.8, and 3.7 d for onset dates.</p>
      <p id="d1e1933">An increasing trend of the breakup dates between 1979 and 1999 is seen at all levels, which is more pronounced at 475 K. It corresponds to 35, 30, and 15 d over 21 years at 475, 550, and 675 K, respectively, if we average the different threshold values at the various levels. Just after 1999 the vortex breaks up earlier. Then we observe again a later breakup of the vortex between the mid-2000s and 2010. Finally, we observe again that the vortex breaks up earlier, ending with the very long duration of the 2020 vortex. For all levels, a decrease in the breakup dates after 2000 is observed (apart from the extreme years like 2020).</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F10" specific-use="star"><?xmltex \currentcnt{10}?><?xmltex \def\figurename{Figure}?><label>Figure 10</label><caption><p id="d1e1939">Interannual evolution of Antarctic polar vortex breakup dates over the period 1979–2020. Panels from <bold>(a)</bold> to <bold>(c)</bold> show onset dates at 475, 550, and 675 K. Light gray, dark gray, and blue curves represent onset dates for the 15.2, 20, and 25 m s<inline-formula><mml:math id="M97" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> wind threshold values, respectively.</p></caption>
        <?xmltex \igopts{width=341.433071pt}?><graphic xlink:href="https://acp.copernicus.org/articles/22/4187/2022/acp-22-4187-2022-f10.png"/>

      </fig>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T3" specific-use="star"><?xmltex \currentcnt{3}?><label>Table 3</label><caption><p id="d1e1969">Summary of the onset and breakup dates.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="5">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="left"/>
     <oasis:colspec colnum="3" colname="col3" align="right"/>
     <oasis:colspec colnum="4" colname="col4" align="right"/>
     <oasis:colspec colnum="5" colname="col5" align="right"/>
     <oasis:thead>
       <oasis:row rowsep="1">

         <oasis:entry colname="col1"/>

         <oasis:entry colname="col2"/>

         <oasis:entry colname="col3">675 K</oasis:entry>

         <oasis:entry colname="col4">550 K</oasis:entry>

         <oasis:entry colname="col5">475 K</oasis:entry>

       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>

         <oasis:entry rowsep="1" colname="col1" morerows="2">Onset</oasis:entry>

         <oasis:entry colname="col2">Average onset day over the period and for the 3 thresholds</oasis:entry>

         <oasis:entry colname="col3">90</oasis:entry>

         <oasis:entry colname="col4">98</oasis:entry>

         <oasis:entry colname="col5">108</oasis:entry>

       </oasis:row>
       <oasis:row>

         <oasis:entry colname="col2">Mean difference in the period between 25 and 15.2 m s<inline-formula><mml:math id="M98" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula></oasis:entry>

         <oasis:entry colname="col3">17.2</oasis:entry>

         <oasis:entry colname="col4">21</oasis:entry>

         <oasis:entry colname="col5">32.9</oasis:entry>

       </oasis:row>
       <oasis:row rowsep="1">

         <oasis:entry colname="col2">SD of average threshold dates after long-term trend corrected</oasis:entry>

         <oasis:entry colname="col3">3.7</oasis:entry>

         <oasis:entry colname="col4">4.8</oasis:entry>

         <oasis:entry colname="col5">8.2</oasis:entry>

       </oasis:row>
       <oasis:row>

         <oasis:entry colname="col1" morerows="2">Breakup</oasis:entry>

         <oasis:entry colname="col2">Average breakup day over the period and for the 3 thresholds</oasis:entry>

         <oasis:entry colname="col3">325</oasis:entry>

         <oasis:entry colname="col4">334</oasis:entry>

         <oasis:entry colname="col5">340</oasis:entry>

       </oasis:row>
       <oasis:row>

         <oasis:entry colname="col2">Mean difference in the period between 25 and 15.2 m s<inline-formula><mml:math id="M99" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula></oasis:entry>

         <oasis:entry colname="col3">11.5</oasis:entry>

         <oasis:entry colname="col4">8.9</oasis:entry>

         <oasis:entry colname="col5">8.2</oasis:entry>

       </oasis:row>
       <oasis:row>

         <oasis:entry colname="col2">SD of average threshold dates after long-term trend corrected</oasis:entry>

         <oasis:entry colname="col3">10.4</oasis:entry>

         <oasis:entry colname="col4">10.2</oasis:entry>

         <oasis:entry colname="col5">10.6</oasis:entry>

       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

</sec>
<sec id="Ch1.S6" sec-type="conclusions">
  <label>6</label><title>Conclusion and perspectives</title>
      <p id="d1e2137">We analyzed the seasonal evolution of the stratospheric polar vortex edge intensity and position in equivalent latitude in the Southern Hemisphere at three isentropic levels, using ECMWF ERA-Interim data over the period 1979–2020. The interannual evolution of the vortex edge intensity and position, as well as the onset and breakup dates at these three isentropic levels, was evaluated. The parameters studied here display long-term and short-term variations over the period that were analyzed using well-known proxies of atmospheric variability in the stratosphere such as the solar cycle, the QBO, and ENSO. Among the main results of our study, the influence of the increasing ozone hole during the 1980s and 1990s on the studied parameters was clearly noticeable, confirming the results of <xref ref-type="bibr" rid="bib1.bibx5" id="text.81"/>. This influence is mostly pronounced on the maximum intensity of the vortex edge, with an increase of 0.38 PV units per <inline-formula><mml:math id="M100" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> EL yr<inline-formula><mml:math id="M101" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> at 550 K and 0.30 PV units per <inline-formula><mml:math id="M102" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> EL yr<inline-formula><mml:math id="M103" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> at 475 K between 1980 and 1996. The vortex breakup dates show an increasing trend of 1.75, 1.5, and 0.75 d yr<inline-formula><mml:math id="M104" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> at 475, 550, and 675 K levels, respectively, over the 1979–1999 period. We also find a decreasing trend during the same period for the onset dates but in this case only at 475 K and for the 25 m s<inline-formula><mml:math id="M105" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> threshold value (1.5 d yr<inline-formula><mml:math id="M106" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> between 1980 and 1999). We see a decreasing trend in the breakup dates after 2010 but this decrease was halted by the very long vortex duration in 2020, which set a record at the 675 K level, and also by the late breakup in 2021.</p>
      <p id="d1e2222">The solar cycle and to a lower extent the QBO and ENSO modulate the interannual evolution of the maximum intensity of the vortex edge and the breakup dates. Stronger vortex edge intensity is observed in years of solar minimum. QBO and ENSO further modulate the influence of the solar cycle on the vortex edge, especially at 475 and 550 K. During wQBO phases, the difference between vortex edge intensity for minSC and maxSC years is smaller than during eQBO phases. The polar vortex edge is stronger and lasts longer for maxSC/wQBO than for maxSC/eQBO. Regarding ENSO, which has a lower impact than the QBO, the vortex edge intensity is somewhat stronger during cENSO phases for both minSC and maxSC. During this phase, the difference between minSC and maxSC medians is larger.</p>
      <p id="d1e2225">These results are mainly in agreement with the literature. <xref ref-type="bibr" rid="bib1.bibx4" id="text.82"/> found that the strongest influence of the QBO on the southern polar vortex occurs in late spring (November) when the final warming happens. From temperature composites at 10 hPa, they found that the vortex is slightly colder during the western phase of the QBO throughout the winter. Later, <xref ref-type="bibr" rid="bib1.bibx17" id="text.83"/> found that the southern stratospheric polar vortex breaks down later for combined maxSC/wQBO and minSC/eQBO years. The last 2 years of the study (2019 and 2020) stand out in our analysis. In 2019, the vortex maximum area was particularly small, especially at 475 and 675 K and the vortex broke up quite early. The breakup date at 475 and 550 K for the 15.2 m s<inline-formula><mml:math id="M107" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> threshold is the lowest on record (day 323 at 475 K and 319 at 550 K). In 2020, the vortex area was not particularly large and the vortex edge not particularly strong but its duration set a record at 675 K. This very long-lasting vortex was also characterized by a strong ozone destruction <xref ref-type="bibr" rid="bib1.bibx48" id="paren.84"/>. It will be interesting to see how the southern polar vortex evolves in the coming years.</p>
      <p id="d1e2249">A major perspective of our study is to extend the period analysis, using ERA5 reanalyses which cover a longer period (from 1950) and with a higher resolution (<uri>https://www.ecmwf.int</uri>, last access: 15 January 2022) (31 km grid for ERA5 versus 79 km for ERA-Interim). The same parameters for the more widely studied Arctic polar vortex are currently being studied for comparison between the two hemispheres. Other factors, which particularly influence the Northern Hemisphere, such as the Arctic Oscillation/Northern Annular Mode, will be included in the future study.</p>
</sec>

      
      </body>
    <back><notes notes-type="codedataavailability"><title>Code and data availability</title>

      <p id="d1e2259">The data that support the findings
of this study are openly available in
[1] ECMWF
ERA-Interim <uri>https://www.ecmwf.int/en/forecasts/datasets/reanalysis-datasets/era-interim</uri> (ECMWF, 2022)
[2] Solar flux
at 10.7 cm <uri>ftp://ftp.seismo.nrcan.gc.ca/spaceweather/solar_flux/monthly_averages/solflux_monthly_average.txt</uri> (National Research
Council Canada, 2022)
[3] Monthly mean zonal wind components
<uri>https://www.geo.fu-berlin.de/met/ag/strat/produkte/qbo/qbo.dat</uri>
(Institute of Meteorology, Freie Unversistät Berlin, 2022)
[4] Multivariate ENSO Index Version 2 (MEI.v2) <uri>https://www.esrl.noaa.gov/psd/enso/mei</uri> (NOAA, 2022).
The code for the determination of the vortex edge intensity
and position is available upon request to Audrey Lecouffe
(audrey.lecouffe@latmos.ipsl.fr).</p>
  </notes><notes notes-type="authorcontribution"><title>Author contributions</title>

      <p id="d1e2277">AL, SGB and AP planned the study. AL provided the results. AL, SGB, AP and AH discussed the results.​​​​​​​</p>
  </notes><notes notes-type="competinginterests"><title>Competing interests</title>

      <p id="d1e2283">The contact author has declared that neither they nor their co-authors have any competing interests.</p>
  </notes><notes notes-type="disclaimer"><title>Disclaimer</title>

      <p id="d1e2289">Publisher’s note: Copernicus Publications remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.</p>
  </notes><ack><title>Acknowledgements</title><p id="d1e2295">The authors wish to thank Cathy Boone of Institut Pierre Simone Laplace (IPSL) for providing ERA-Interim data, and ECMWF for the availability of these data.</p></ack><notes notes-type="financialsupport"><title>Financial support</title>

      <p id="d1e2300">This research has been supported by a doctoral fellowship of the French ministry and by a contract with the CNRS/INSU. The LEFE BASICC project funded the publication of this article.</p>
  </notes><notes notes-type="reviewstatement"><title>Review statement</title>

      <p id="d1e2306">This paper was edited by Peter Haynes and reviewed by two anonymous referees.</p>
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