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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-2026-527</article-id>
<title-group>
<article-title>Brief communication: Improving botanical monitoring in proglacial areas with high-resolution UAV data</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Deschamps-Berger</surname>
<given-names>César</given-names>
<ext-link>https://orcid.org/0000-0003-3017-5250</ext-link>
</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>Carretero Roque</surname>
<given-names>Nahia</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>Revuelto</surname>
<given-names>Jesús</given-names>
<ext-link>https://orcid.org/0000-0001-5483-0147</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>Rojas-Heredia</surname>
<given-names>Francisco</given-names>
<ext-link>https://orcid.org/0000-0002-6718-4065</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>Vidaller</surname>
<given-names>Ixeia</given-names>
<ext-link>https://orcid.org/0000-0001-8136-7688</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>Alvarez</surname>
<given-names>Aina</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>López-Varela</surname>
<given-names>Alba</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>Fernández</surname>
<given-names>Olatz</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>Palacio</surname>
<given-names>Sara</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>Lopez-Moreno</surname>
<given-names>Juan Ignacio</given-names>
<ext-link>https://orcid.org/0000-0002-7270-9313</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>Tejero Ibarra</surname>
<given-names>Pablo</given-names>
<ext-link>https://orcid.org/0000-0001-6735-3423</ext-link>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Pyrenean Institute of Ecology, Zaragoza, Spain</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>GEODE, UMR, CNRS, University of Jean‐Jaurès, Toulouse, France</addr-line>
</aff>
<pub-date pub-type="epub">
<day>05</day>
<month>02</month>
<year>2026</year>
</pub-date>
<volume>2026</volume>
<fpage>1</fpage>
<lpage>12</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2026 César Deschamps-Berger 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-2026-527/">This article is available from https://egusphere.copernicus.org/preprints/2026/egusphere-2026-527/</self-uri>
<self-uri xlink:href="https://egusphere.copernicus.org/preprints/2026/egusphere-2026-527/egusphere-2026-527.pdf">The full text article is available as a PDF file from https://egusphere.copernicus.org/preprints/2026/egusphere-2026-527/egusphere-2026-527.pdf</self-uri>
<abstract>
<p>Proglacial areas are undergoing rapid ecological and land cover changes as glaciers retreat globally. Field campaigns are essential in proglacial environments to monitor the colonization of the deglaciated areas by the vegetation. In this study, we evaluate the benefit of using optical UAV images to optimize botanical data collection during these campaigns. We compared the vegetation cover measured in situ by experts with the vegetation cover derived from high-resolution UAV images in a high-mountain environment below the Aneto glacier in the Pyrenees. Retrieving the vegetation cover from UAV images provided valuable and complementary data to traditional in situ detailed observations.</p>
</abstract>
<counts><page-count count="12"/></counts>
<funding-group>
<award-group id="gs1">
<funding-source>Ministerio de Ciencia e Innovación</funding-source>
<award-id>MARGISNOW (PID2021-124220OB-100)</award-id>
<award-id>FJC2021‐047268‐I</award-id>
</award-group>
<award-group id="gs2">
<funding-source>Fundación BBVA</funding-source>
<award-id>MeltingIce</award-id>
</award-group>
<award-group id="gs3">
<funding-source>Centre National d’Etudes Spatiales</funding-source>
<award-id>Postdoctoral funding</award-id>
</award-group>
<award-group id="gs4">
<funding-source>Interreg</funding-source>
<award-id>FLORAPYR 3D (EFA064/01)</award-id>
</award-group>
</funding-group>
</article-meta>
</front>
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<back>
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