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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">81</journal-id>
      <journal-id journal-id-type="index">urn:lsid:arphahub.com:pub:EE60897E-EDEE-5EC8-86EB-7203BECD195D</journal-id>
      <journal-title-group>
        <journal-title xml:lang="en">ARPHA Conference Abstracts</journal-title>
        <abbrev-journal-title xml:lang="en">ACA</abbrev-journal-title>
      </journal-title-group>
      <issn pub-type="epub">2603-3925</issn>
      <publisher>
        <publisher-name>Pensoft Publishers</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.3897/aca.9.e202100</article-id>
      <article-id pub-id-type="publisher-id">202100</article-id>
      <article-id pub-id-type="manuscript">31226</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Conference Abstract</subject>
        </subj-group>
        <subj-group subj-group-type="conference-part">
          <subject>THEMATIC SESSION: TRANSFORMING INVASION SCIENCE WITH BIG DATA</subject>
        </subj-group>
        <subj-group subj-group-type="scientific_subject">
          <subject>Life sciences</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Can iEcology address Wallacean shortfalls in biodiversity data?</article-title>
      </title-group>
      <contrib-group content-type="authors">
        <contrib contrib-type="author" corresp="yes">
          <name name-style="western">
            <surname>Pipek</surname>
            <given-names>Pavel</given-names>
          </name>
          <email xlink:type="simple">ppipek@gmail.com</email>
          <uri content-type="orcid">https://orcid.org/0000-0003-1116-1013</uri>
          <xref ref-type="aff" rid="A1">1</xref>
          <xref ref-type="aff" rid="A2">2</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Caetano</surname>
            <given-names>Gabriel Henrique de Oliveira</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0003-4472-5663</uri>
          <xref ref-type="aff" rid="A3">3</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Canavan</surname>
            <given-names>Susan</given-names>
          </name>
          <xref ref-type="aff" rid="A4">4</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Castillo</surname>
            <given-names>Maria Loreto</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0003-1228-172X</uri>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Cardoso</surname>
            <given-names>Ana Sofia</given-names>
          </name>
          <xref ref-type="aff" rid="A5">5</xref>
          <xref ref-type="aff" rid="A6">6</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Chowdhury</surname>
            <given-names>Shawan</given-names>
          </name>
          <xref ref-type="aff" rid="A7">7</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Čuda</surname>
            <given-names>Jan</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0002-2370-2051</uri>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Dylewski</surname>
            <given-names>Łukasz</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0002-1370-7625</uri>
          <xref ref-type="aff" rid="A8">8</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Gervazoni</surname>
            <given-names>Paula</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0003-1315-1855</uri>
          <xref ref-type="aff" rid="A9">9</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Gippet</surname>
            <given-names>Jérôme M. W.</given-names>
          </name>
          <xref ref-type="aff" rid="A10">10</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Henke</surname>
            <given-names>Theresa</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0002-0729-7818</uri>
          <xref ref-type="aff" rid="A9">9</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Kortz</surname>
            <given-names>Alessandra</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0002-7473-1987</uri>
          <xref ref-type="aff" rid="A11">11</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Lenzner</surname>
            <given-names>Bernd</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0002-2616-3479</uri>
          <xref ref-type="aff" rid="A12">12</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Mammola</surname>
            <given-names>Stefano</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0002-4471-9055</uri>
          <xref ref-type="aff" rid="A13">13</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Mikula</surname>
            <given-names>Peter</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0002-2731-9105</uri>
          <xref ref-type="aff" rid="A14">14</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Novoa</surname>
            <given-names>Ana</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0001-7092-3917</uri>
          <xref ref-type="aff" rid="A9">9</xref>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Pernat</surname>
            <given-names>Nadja</given-names>
          </name>
          <xref ref-type="aff" rid="A15">15</xref>
          <xref ref-type="aff" rid="A16">16</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Pyšek</surname>
            <given-names>Petr</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0001-8500-442X</uri>
          <xref ref-type="aff" rid="A1">1</xref>
          <xref ref-type="aff" rid="A2">2</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Rabaneda-Bueno</surname>
            <given-names>Rubén</given-names>
          </name>
          <xref ref-type="aff" rid="A17">17</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Roll</surname>
            <given-names>Uri</given-names>
          </name>
          <xref ref-type="aff" rid="A18">18</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Sbragaglia</surname>
            <given-names>Valerio</given-names>
          </name>
          <xref ref-type="aff" rid="A19">19</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Smith</surname>
            <given-names>Jessica H.</given-names>
          </name>
          <xref ref-type="aff" rid="A20">20</xref>
          <xref ref-type="aff" rid="A21">21</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Souza</surname>
            <given-names>Allan T.</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0002-1851-681X</uri>
          <xref ref-type="aff" rid="A22">22</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Šmejkal</surname>
            <given-names>Marek</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0002-7887-6411</uri>
          <xref ref-type="aff" rid="A17">17</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Vardi</surname>
            <given-names>Reut</given-names>
          </name>
          <xref ref-type="aff" rid="A23">23</xref>
          <xref ref-type="aff" rid="A24">24</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Wang</surname>
            <given-names>Shengyu</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0002-2161-5317</uri>
          <xref ref-type="aff" rid="A20">20</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Jarić</surname>
            <given-names>Ivan</given-names>
          </name>
          <xref ref-type="aff" rid="A17">17</xref>
          <xref ref-type="aff" rid="A20">20</xref>
        </contrib>
      </contrib-group>
      <aff id="A1">
        <label>1</label>
        <addr-line content-type="verbatim">Department of Invasion Ecology, Institute of Botany, Czech Academy of Sciences, Průhonice, Czech Republic</addr-line>
        <institution>Department of Invasion Ecology, Institute of Botany, Czech Academy of Sciences</institution>
        <addr-line content-type="city">Průhonice</addr-line>
        <country>Czech Republic</country>
      </aff>
      <aff id="A2">
        <label>2</label>
        <addr-line content-type="verbatim">Department of Ecology, Faculty of Science, Charles University, Praha, Czech Republic</addr-line>
        <institution>Department of Ecology, Faculty of Science, Charles University</institution>
        <addr-line content-type="city">Praha</addr-line>
        <country>Czech Republic</country>
      </aff>
      <aff id="A3">
        <label>3</label>
        <addr-line content-type="verbatim">Departamento de Zoologia, Instituto de Biologia, Universidade de Brasília, Brasília, Brazil</addr-line>
        <institution>Departamento de Zoologia, Instituto de Biologia, Universidade de Brasília</institution>
        <addr-line content-type="city">Brasília</addr-line>
        <country>Brazil</country>
      </aff>
      <aff id="A4">
        <label>4</label>
        <addr-line content-type="verbatim">School of Natural Sciences, Ollscoil na Gaillimhe – University of Galway, Galway, Ireland</addr-line>
        <institution>School of Natural Sciences, Ollscoil na Gaillimhe – University of Galway</institution>
        <addr-line content-type="city">Galway</addr-line>
        <country>Ireland</country>
      </aff>
      <aff id="A5">
        <label>5</label>
        <addr-line content-type="verbatim">CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, InBIO Laboratório Associado, Campus de Vairão, Universidade do Porto, Vairão, Portugal</addr-line>
        <institution>CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, InBIO Laboratório Associado, Campus de Vairão, Universidade do Porto</institution>
        <addr-line content-type="city">Vairão</addr-line>
        <country>Portugal</country>
      </aff>
      <aff id="A6">
        <label>6</label>
        <addr-line content-type="verbatim">BIOPOLIS Program in Genomics, Biodiversity and Land Planning, CIBIO, Campus de Vairão, Vairão, Portugal</addr-line>
        <institution>BIOPOLIS Program in Genomics, Biodiversity and Land Planning, CIBIO, Campus de Vairão</institution>
        <addr-line content-type="city">Vairão</addr-line>
        <country>Portugal</country>
      </aff>
      <aff id="A7">
        <label>7</label>
        <addr-line content-type="verbatim">School of Biological Sciences, Monash University, Clayton, Australia</addr-line>
        <institution>School of Biological Sciences, Monash University</institution>
        <addr-line content-type="city">Clayton</addr-line>
        <country>Australia</country>
      </aff>
      <aff id="A8">
        <label>8</label>
        <addr-line content-type="verbatim">Department of Zoology, Poznań University of Life Sciences, Poznań, Poland</addr-line>
        <institution>Department of Zoology, Poznań University of Life Sciences</institution>
        <addr-line content-type="city">Poznań</addr-line>
        <country>Poland</country>
      </aff>
      <aff id="A9">
        <label>9</label>
        <addr-line content-type="verbatim">Estación Experimental de Zonas Áridas, Consejo Superior de Investigaciones Científicas (EEZA-CSIC), Almería, Spain</addr-line>
        <institution>Estación Experimental de Zonas Áridas, Consejo Superior de Investigaciones Científicas (EEZA-CSIC)</institution>
        <addr-line content-type="city">Almería</addr-line>
        <country>Spain</country>
      </aff>
      <aff id="A10">
        <label>10</label>
        <addr-line content-type="verbatim">Department of Biology, University of Fribourg, Fribourg, Switzerland</addr-line>
        <institution>Department of Biology, University of Fribourg</institution>
        <addr-line content-type="city">Fribourg</addr-line>
        <country>Switzerland</country>
      </aff>
      <aff id="A11">
        <label>11</label>
        <addr-line content-type="verbatim">Institute of Botany, Czech Academy of Sciences, Průhonice, Czech Republic</addr-line>
        <institution>Institute of Botany, Czech Academy of Sciences</institution>
        <addr-line content-type="city">Průhonice</addr-line>
        <country>Czech Republic</country>
      </aff>
      <aff id="A12">
        <label>12</label>
        <addr-line content-type="verbatim">Division of BioInvasions, Global Change &amp; Macroecology, Department of Botany and Biodiversity Research, University of Vienna, Vienna, Austria</addr-line>
        <institution>Division of BioInvasions, Global Change &amp; Macroecology, Department of Botany and Biodiversity Research, University of Vienna</institution>
        <addr-line content-type="city">Vienna</addr-line>
        <country>Austria</country>
      </aff>
      <aff id="A13">
        <label>13</label>
        <addr-line content-type="verbatim">Molecular Ecology Group (MEG), Water Research Institute (IRSA), National Research Council of Italy (CNR), Verbania Pallanza, Italy</addr-line>
        <institution>Molecular Ecology Group (MEG), Water Research Institute (IRSA), National Research Council of Italy (CNR)</institution>
        <addr-line content-type="city">Verbania Pallanza</addr-line>
        <country>Italy</country>
      </aff>
      <aff id="A14">
        <label>14</label>
        <addr-line content-type="verbatim">Faculty of Environmental Sciences, Czech University of Life Sciences Prague, Prague, Czech Republic</addr-line>
        <institution>Faculty of Environmental Sciences, Czech University of Life Sciences Prague</institution>
        <addr-line content-type="city">Prague</addr-line>
        <country>Czech Republic</country>
      </aff>
      <aff id="A15">
        <label>15</label>
        <addr-line content-type="verbatim">Institute of Landscape Ecology, University of Münster, Münster, Germany</addr-line>
        <institution>Institute of Landscape Ecology, University of Münster</institution>
        <addr-line content-type="city">Münster</addr-line>
        <country>Germany</country>
      </aff>
      <aff id="A16">
        <label>16</label>
        <addr-line content-type="verbatim">Centre for Integrative Biodiversity Research and Applied Ecology (CIBRA), University of Münster, Münster, Germany</addr-line>
        <institution>Centre for Integrative Biodiversity Research and Applied Ecology (CIBRA), University of Münster</institution>
        <addr-line content-type="city">Münster</addr-line>
        <country>Germany</country>
      </aff>
      <aff id="A17">
        <label>17</label>
        <addr-line content-type="verbatim">Institute of Hydrobiology, Biology Centre of the Czech Academy of Sciences, České Budějovice, Czech Republic</addr-line>
        <institution>Institute of Hydrobiology, Biology Centre of the Czech Academy of Sciences</institution>
        <addr-line content-type="city">České Budějovice</addr-line>
        <country>Czech Republic</country>
      </aff>
      <aff id="A18">
        <label>18</label>
        <addr-line content-type="verbatim">Mitrani Department of Desert Ecology, The Jacob Blaustein Institutes for Desert Research, Ben-Gurion University of the Negev, Midreshet Ben-Gurion, Israel</addr-line>
        <institution>Mitrani Department of Desert Ecology, The Jacob Blaustein Institutes for Desert Research, Ben-Gurion University of the Negev</institution>
        <addr-line content-type="city">Midreshet Ben-Gurion</addr-line>
        <country>Israel</country>
      </aff>
      <aff id="A19">
        <label>19</label>
        <addr-line content-type="verbatim">Department of Marine Renewable Resources, Institute of Marine Sciences (ICM-CSIC), Barcelona, Spain</addr-line>
        <institution>Department of Marine Renewable Resources, Institute of Marine Sciences (ICM-CSIC)</institution>
        <addr-line content-type="city">Barcelona</addr-line>
        <country>Spain</country>
      </aff>
      <aff id="A20">
        <label>20</label>
        <addr-line content-type="verbatim">AgroParisTech, Ecologie Société Evolution, Université Paris-Saclay, CNRS, Gif-sur-Yvette, France</addr-line>
        <institution>AgroParisTech, Ecologie Société Evolution, Université Paris-Saclay, CNRS</institution>
        <addr-line content-type="city">Gif-sur-Yvette</addr-line>
        <country>France</country>
      </aff>
      <aff id="A21">
        <label>21</label>
        <addr-line content-type="verbatim">Centre for Geography and Environmental Science, University of Exeter, Cornwall, United Kingdom</addr-line>
        <institution>Centre for Geography and Environmental Science, University of Exeter</institution>
        <addr-line content-type="city">Cornwall</addr-line>
        <country>United Kingdom</country>
      </aff>
      <aff id="A22">
        <label>22</label>
        <addr-line content-type="verbatim">Institute for Atmospheric and Earth System Research INAR, Forest Sciences, Faculty of Agriculture and Forestry, University of Helsinki, Helsinki, Finland</addr-line>
        <institution>Institute for Atmospheric and Earth System Research INAR, Forest Sciences, Faculty of Agriculture and Forestry, University of Helsinki</institution>
        <addr-line content-type="city">Helsinki</addr-line>
        <country>Finland</country>
      </aff>
      <aff id="A23">
        <label>23</label>
        <addr-line content-type="verbatim">School of Geography and the Environment, University of Oxford, Oxford, United Kingdom</addr-line>
        <institution>School of Geography and the Environment, University of Oxford</institution>
        <addr-line content-type="city">Oxford</addr-line>
        <country>United Kingdom</country>
      </aff>
      <aff id="A24">
        <label>24</label>
        <addr-line content-type="verbatim">Wildlife Conservation Research Unit, Department of Biology, University of Oxford, Oxford, United Kingdom</addr-line>
        <institution>Wildlife Conservation Research Unit, Department of Biology, University of Oxford</institution>
        <addr-line content-type="city">Oxford</addr-line>
        <country>United Kingdom</country>
      </aff>
      <author-notes>
        <fn fn-type="corresp">
          <p>Corresponding author: Pavel Pipek (<email xlink:type="simple">ppipek@gmail.com</email>).</p>
        </fn>
        <fn fn-type="edited-by">
          <p>Academic editor: </p>
        </fn>
      </author-notes>
      <pub-date pub-type="collection">
        <year>2026</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>16</day>
        <month>07</month>
        <year>2026</year>
      </pub-date>
      <volume>9</volume>
      <elocation-id>e202100</elocation-id>
      <uri content-type="arpha" xlink:href="http://openbiodiv.net/4F914CB7-1126-50D3-ADED-63D69B28728D">4F914CB7-1126-50D3-ADED-63D69B28728D</uri>
      <permissions>
        <copyright-statement>Pavel Pipek, Gabriel Henrique de Oliveira Caetano, Susan Canavan, Maria Loreto Castillo, Ana Sofia Cardoso, Shawan Chowdhury, Jan Čuda, Łukasz Dylewski, Paula Gervazoni, Jérôme M. W. Gippet, Theresa Henke, Alessandra Kortz, Bernd Lenzner, Stefano Mammola, Peter Mikula, Ana Novoa, Nadja Pernat, Petr Pyšek, Rubén Rabaneda-Bueno, Uri Roll, Valerio Sbragaglia, Jessica H. Smith, Allan T. Souza, Marek Šmejkal, Reut Vardi, Shengyu Wang, Ivan Jarić</copyright-statement>
        <license license-type="creative-commons-attribution" xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">
          <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
        </license>
      </permissions>
      <abstract>
        <label>Abstract</label>
        <p>Effective conservation of biodiversity, declining at unprecedented rate, requires not only monitoring of threatened species populations but also rapid detection of new incursions of alien species. However, traditional monitoring methods are costly, and citizen-science data is often geographically biased.</p>
        <p>iEcology, i.e. harnessing online digital data generated for purposes other than science (e.g. social media posts, photos, or online search behaviour), has been proposed as a tool to fill such biodiversity data gaps, especially in underrepresented regions. Despite growing interest, the full potential of iEcology for monitoring species distributions has not been systematically assessed.</p>
        <p>We systematically reviewed studies that used iEcology methods to obtain georeferenced species observation data, with specific focus on the representation of digital platforms, taxonomic groups, ecological realms (freshwater, marine, terrestrial) and geographic regions, as well as raw data availability. </p>
        <p>As a substantial proportion of the screened &amp; reviewed studies focused on non-native species, we additionally assessed whether any reported impact information is relevant to Gloim (Global environmental impacts of plant invasions), our new project on global invasion impacts.</p>
      </abstract>
      <kwd-group>
        <label>Keywords</label>
        <kwd>iEcology</kwd>
        <kwd>biodiversity</kwd>
        <kwd>conservation</kwd>
      </kwd-group>
      <counts>
        <fig-count count="0"/>
        <table-count count="0"/>
        <ref-count count="0"/>
      </counts>
    </article-meta>
    <notes>
      <sec sec-type="Presenting author">
        <title>Presenting author</title>
        <p>Pavel Pipek</p>
      </sec>
      <sec sec-type="Presented at">
        <title>Presented at</title>
        <p>Neobiota 2026, the 14th International Conference on Biological Invasions</p>
      </sec>
    </notes>
  </front>
  
  <back>
    <sec sec-type="Conflicts of interest">
      <title>Conflicts of interest</title>
      <p>No conflict of interest to declare</p>
      <p>Disclaimer: This article is (co-)authored by any of the Editors-in-Chief, Managing Editors or their deputies in this journal.</p>
    </sec>
  </back>
</article>
