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<front>
<journal-meta>
<journal-id journal-id-type="publisher">EGUsphere</journal-id>
<journal-title-group>
<journal-title>EGUsphere</journal-title>
<abbrev-journal-title abbrev-type="publisher">EGUsphere</abbrev-journal-title>
<abbrev-journal-title abbrev-type="nlm-ta">EGUsphere</abbrev-journal-title>
</journal-title-group>
<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/egusphere-2026-5515</article-id>
<title-group>
<article-title>Springtime regimes of lower tropospheric ozone distribution over East and Southeast Asia over 21 years (2004&amp;ndash;2024)</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Biagi</surname>
<given-names>Beatrice</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Cuesta</surname>
<given-names>Juan</given-names>
<ext-link>https://orcid.org/0000-0001-9330-6401</ext-link>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Tanimoto</surname>
<given-names>Hiroshi</given-names>
<ext-link>https://orcid.org/0000-0002-5424-9923</ext-link>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Kanaya</surname>
<given-names>Yugo</given-names>
<ext-link>https://orcid.org/0000-0001-9354-3116</ext-link>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Pohl</surname>
<given-names>Benjamin</given-names>
<ext-link>https://orcid.org/0000-0002-9339-797X</ext-link>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Gaetani</surname>
<given-names>Marco</given-names>
<ext-link>https://orcid.org/0000-0003-2923-6773</ext-link>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Ou-Yang</surname>
<given-names>Chang-Feng</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Lin</surname>
<given-names>Neng-Huei</given-names>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Beekmann</surname>
<given-names>Matthias</given-names>
</name>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Dufour</surname>
<given-names>Gaëlle</given-names>
<ext-link>https://orcid.org/0000-0001-8847-2165</ext-link>
</name>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Univ Paris Est Creteil and Université Paris Cité, CNRS, LISA, Créteil, 94010, France</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>National Institute for Environmental Studies (NIES), Tsukuba, Japan</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Japan Agency for Marine-Earth Science and Technology (JAMSTEC), Yokohama, Kanagawa, Japan</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>Centre de Recherches de Climatologie, UMR 6282 Biogéosciences, CNRS / Université Bourgogne Europe, Dijon, France</addr-line>
</aff>
<aff id="aff5">
<label>5</label>
<addr-line>Classe di Scienze Tecnologie e Società, Scuola Universitaria Superiore IUSS, 27100, Pavia, Italy</addr-line>
</aff>
<aff id="aff6">
<label>6</label>
<addr-line>Department of Chemistry, National Central University, Taoyuan, Taiwan</addr-line>
</aff>
<aff id="aff7">
<label>7</label>
<addr-line>National Central University, Department of Atmospheric Sciences, Taoyuan, Taiwan</addr-line>
</aff>
<aff id="aff8">
<label>8</label>
<addr-line>Université Paris Cité and Univ Paris Est Creteil, CNRS, LISA, Paris, 75013, France</addr-line>
</aff>
<pub-date pub-type="epub">
<day>27</day>
<month>10</month>
<year>2026</year>
</pub-date>
<volume>2026</volume>
<fpage>1</fpage>
<lpage>32</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2026 Beatrice Biagi et al.</copyright-statement>
<copyright-year>2026</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://egusphere.copernicus.org/preprints/2026/egusphere-2026-5515/">This article is available from https://egusphere.copernicus.org/preprints/2026/egusphere-2026-5515/</self-uri>
<self-uri xlink:href="https://egusphere.copernicus.org/preprints/2026/egusphere-2026-5515/egusphere-2026-5515.pdf">The full text article is available as a PDF file from https://egusphere.copernicus.org/preprints/2026/egusphere-2026-5515/egusphere-2026-5515.pdf</self-uri>
<abstract>
<p>Lower-tropospheric ozone (O&lt;sub&gt;3&lt;/sub&gt;) pollution is a major environmental and societal concern in East and Southeast Asia (ESEA), where concentrations often exceed the thresholds recommended by the World Health Organization, causing hundreds of thousands of premature deaths each year. While lower-tropospheric O&lt;sub&gt;3&lt;/sub&gt; plays a key role in air quality, its systematic spatial variability and the influence of synoptic and climatological drivers on its distribution over long periods have not yet been characterised. In this study, we describe the most commonly occurring spatial patterns of lower-tropospheric O&lt;sub&gt;3&lt;/sub&gt; during spring (March and April), the season of its highest concentrations. These regional spatial patterns are called O&lt;sub&gt;3&lt;/sub&gt; regimes, which are derived from chemical reanalyses during over 21 years using a k-means clustering algorithm. This method allows us to identify four distinct regimes of O&lt;sub&gt;3&lt;/sub&gt; regional distribution, which are validated with respect to multispectral IASI+GOME2 satellite observations. Our results highlight the occurrence of a specific regime characterised by anticyclonic and high insolation conditions over ESEA, that favour the occurrence of biomass burning in Indochina and lead to positive O&lt;sub&gt;3&lt;/sub&gt; anomalies extending from Southeast Asia towards the Pacific. Its occurrence is significantly correlated with El Ni&amp;ntilde;o conditions. Conversely, a contrasting regime is associated with La Ni&amp;ntilde;a, which enhance convection and cloudiness, while producing a negative anomaly of tropospheric O&lt;sub&gt;3&lt;/sub&gt; over most of the region. These results highlight that lower-tropospheric O&lt;sub&gt;3&lt;/sub&gt; in spring exhibits different distribution patterns, which can be strongly driven by synoptic conditions and large-scale climate variability.</p>
</abstract>
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<funding-group>
<award-group id="gs1">
<funding-source>Centre National de la Recherche Scientifique</funding-source>
<award-id>MITI Program</award-id>
</award-group>
<award-group id="gs2">
<funding-source>Centre National d’Etudes Spatiales</funding-source>
<award-id>TOTIS Program</award-id>
</award-group>
</funding-group>
</article-meta>
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