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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>
<issn pub-type="epub"></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/egusphere-2026-4645</article-id>
<title-group>
<article-title>The role of secondary ice production in shaping the microphysical evolution of orographic clouds: A RAMS-ICLAMS modeling study</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Chaniotis</surname>
<given-names>Ioannis</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Georgakaki</surname>
<given-names>Paraskevi</given-names>
<ext-link>https://orcid.org/0000-0002-4296-8779</ext-link>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Foskinis</surname>
<given-names>Romanos</given-names>
<ext-link>https://orcid.org/0000-0003-0221-3328</ext-link>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Gidarakou</surname>
<given-names>Marilena</given-names>
<ext-link>https://orcid.org/0000-0001-8431-8638</ext-link>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Gini</surname>
<given-names>Maria</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>Patlakas</surname>
<given-names>Platon</given-names>
<ext-link>https://orcid.org/0000-0002-3572-6851</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>Eleftheriadis</surname>
<given-names>Konstantinos</given-names>
<ext-link>https://orcid.org/0000-0003-2265-4905</ext-link>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Papagiannis</surname>
<given-names>Alexandros</given-names>
<ext-link>https://orcid.org/0000-0002-5189-9381</ext-link>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Bossioli</surname>
<given-names>Elissavet</given-names>
<ext-link>https://orcid.org/0000-0002-7452-0434</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>Clerx</surname>
<given-names>Nicole</given-names>
<ext-link>https://orcid.org/0000-0001-9089-6995</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>Berne</surname>
<given-names>Alexis</given-names>
<ext-link>https://orcid.org/0000-0003-4977-1204</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>Flocas</surname>
<given-names>Helena</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>Nenes</surname>
<given-names>Athanasios</given-names>
<ext-link>https://orcid.org/0000-0003-3873-9970</ext-link>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Division of Environmental Physics and Meteorology, Department of Physics, University of Athens, Athens, Greece</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Laboratory of Atmospheric Processes and their Impacts (LAPI), School of Architecture, Civil &amp; Environmental  Engineering, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Leipzig Institute for Meteorology, Leipzig University, Leipzig, Germany</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>Environmental Remote Sensing Laboratory (LTE), School of Architecture, Civil &amp; Environmental Engineering, Ecole  Polytechnique Fédérale de Lausanne, Lausanne, Switzerland</addr-line>
</aff>
<aff id="aff5">
<label>5</label>
<addr-line>Laser Remote Sensing Unit (LRSU), Physics Department, National Technical University of Athens, Zografou, Greece</addr-line>
</aff>
<aff id="aff6">
<label>6</label>
<addr-line>Environmental Radioactivity &amp; Aerosol technology for atmospheric &amp; Climate impacT Lab (ENRACT), Institute of  Nuclear and Radiological Sciences and Technology, Energy and Safety, National Centre of Scientific Research  “Demokritos”, Ag. Paraskevi, Greece</addr-line>
</aff>
<aff id="aff7">
<label>7</label>
<addr-line>formerly at: Laboratory of Atmospheric Processes and their Impacts (LAPI), School of Architecture, Civil &amp; Environmental  Engineering, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland</addr-line>
</aff>
<pub-date pub-type="epub">
<day>01</day>
<month>09</month>
<year>2026</year>
</pub-date>
<volume>2026</volume>
<fpage>1</fpage>
<lpage>33</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2026 Ioannis Chaniotis 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-2026-4645/">This article is available from https://egusphere.copernicus.org/preprints/2026/egusphere-2026-4645/</self-uri>
<self-uri xlink:href="https://egusphere.copernicus.org/preprints/2026/egusphere-2026-4645/egusphere-2026-4645.pdf">The full text article is available as a PDF file from https://egusphere.copernicus.org/preprints/2026/egusphere-2026-4645/egusphere-2026-4645.pdf</self-uri>
<abstract>
<p>Secondary ice production (SIP) strongly influences ice crystal number concentrations (ICNCs) and cloud microphysical properties, with important implications for radiative forcing, thermodynamics, cloud evolution, and precipitation. Here, we investigate four SIP mechanisms&amp;mdash;rime splintering, collisional breakup, rain droplet shattering during freezing, and sublimation breakup&amp;mdash;in the Integrated Community Limited Area Modeling System, a specialized version of the Regional Atmospheric Modeling System (RAMS-ICLAMS), during winter storms observed in November&amp;ndash;December 2024 as part of the Cleancloud Helmos OrograPhic sIte experimeNt (CHOPIN). Activating SIP increases ICNCs by two to three orders of magnitude and enhances ice water content by up to a factor of 2&amp;ndash;3, substantially modifying cloud structure, including a 25&amp;ndash;35 % reduction in liquid water path and a doubling of ice water path. These changes improve agreement with observed radar signatures and precipitation patterns and alter the amount of precipitation reaching the ground. Among the represented mechanisms, collisional breakup is dominant, followed by rime splintering. Sublimation breakup is locally intense but at least one order of magnitude weaker, while droplet shattering is the weakest and is mainly activated in regions rich in raindrops. The simulated systems encompass synoptic-scale, convective, and stratiform clouds, including snowfall-producing and seeder&amp;ndash;feeder configurations. These results highlight the importance of representing SIP&amp;mdash;particularly collisional breakup and rime splintering&amp;mdash;for realistic simulations of diverse orographic clouds and precipitation in weather- and climate-scale models.</p>
</abstract>
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