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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">61</journal-id>
      <journal-id journal-id-type="index">urn:lsid:arphahub.com:pub:F9A654F3-34B8-5338-9F9C-D38A394E7BA2</journal-id>
      <journal-id journal-id-type="aggregator">urn:lsid:zoobank.org:pub:5CE9DD54-787E-40FD-BBD1-1303CA183EB4</journal-id>
      <journal-title-group>
        <journal-title xml:lang="en">Metabarcoding and Metagenomics</journal-title>
        <abbrev-journal-title xml:lang="en">MBMG</abbrev-journal-title>
      </journal-title-group>
      <issn pub-type="epub">2534-9708</issn>
      <publisher>
        <publisher-name>Pensoft Publishers</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.3897/mbmg.10.193334</article-id>
      <article-id pub-id-type="publisher-id">193334</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Forum Paper</subject>
        </subj-group>
        <subj-group subj-group-type="scientific_subject">
          <subject>Bioassessment</subject>
          <subject>DNA-based biomonitoring</subject>
          <subject>Ecological risk assessment</subject>
          <subject>Environmental DNA </subject>
          <subject>Environmental impact assessment </subject>
          <subject>Metabarcoding</subject>
        </subj-group>
        <subj-group subj-group-type="geographical_area">
          <subject>World</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>The International <abbrev xlink:title="Environmental DNA">eDNA</abbrev> Standardization Task Force (<abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev>): toward development of inclusive international standards for <abbrev xlink:title="Environmental DNA">eDNA</abbrev> biodiversity monitoring</article-title>
      </title-group>
      <contrib-group content-type="authors">
        <contrib contrib-type="author" corresp="yes">
          <name name-style="western">
            <surname>Hajibabaei</surname>
            <given-names>Mehrdad</given-names>
          </name>
          <email xlink:type="simple">mhajibab@uoguelph.ca</email>
          <uri content-type="orcid">https://orcid.org/0000-0002-8859-7977</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>Leese</surname>
            <given-names>Florian</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0002-5465-913X</uri>
          <xref ref-type="aff" rid="A3">3</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Abbott</surname>
            <given-names>Cathryn</given-names>
          </name>
          <xref ref-type="aff" rid="A4">4</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Araki</surname>
            <given-names>Hitoshi</given-names>
          </name>
          <xref ref-type="aff" rid="A5">5</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Baird</surname>
            <given-names>Donald J.</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0003-4653-7906</uri>
          <xref ref-type="aff" rid="A6">6</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Beja</surname>
            <given-names>Pedro</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0001-8164-0760</uri>
          <xref ref-type="aff" rid="A7">7</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Deiner</surname>
            <given-names>Kristy</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0001-9755-3223</uri>
          <xref ref-type="aff" rid="A8">8</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Doi</surname>
            <given-names>Hideyuki</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0002-2701-3982</uri>
          <xref ref-type="aff" rid="A9">9</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Fahner</surname>
            <given-names>Nicole</given-names>
          </name>
          <xref ref-type="aff" rid="A2">2</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Goodwin</surname>
            <given-names>Kelly D.</given-names>
          </name>
          <xref ref-type="aff" rid="A10">10</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Hunter</surname>
            <given-names>Margaret E.</given-names>
          </name>
          <xref ref-type="aff" rid="A11">11</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Kelly</surname>
            <given-names>Ryan P.</given-names>
          </name>
          <xref ref-type="aff" rid="A12">12</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Klymus</surname>
            <given-names>Katy</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0002-8843-6241</uri>
          <xref ref-type="aff" rid="A13">13</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Kondoh</surname>
            <given-names>Michio</given-names>
          </name>
          <xref ref-type="aff" rid="A14">14</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Mapholi</surname>
            <given-names>Ntangenedzeni Olivia</given-names>
          </name>
          <xref ref-type="aff" rid="A15">15</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Minamoto</surname>
            <given-names>Toshifumi</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0002-5379-1622</uri>
          <xref ref-type="aff" rid="A16">16</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Pochon</surname>
            <given-names>Xavier</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0001-9510-0407</uri>
          <xref ref-type="aff" rid="A17">17</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Porter</surname>
            <given-names>Teresita M.</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0002-0227-6874</uri>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Theroux</surname>
            <given-names>Susanna</given-names>
          </name>
          <xref ref-type="aff" rid="A18">18</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Trujillo-González</surname>
            <given-names>Alejandro</given-names>
          </name>
          <xref ref-type="aff" rid="A19">19</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Watts</surname>
            <given-names>Alison</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0001-9700-6393</uri>
          <xref ref-type="aff" rid="A20">20</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Yamanaka</surname>
            <given-names>Hiroki</given-names>
          </name>
          <xref ref-type="aff" rid="A21">21</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Zhang</surname>
            <given-names>Xiaowei</given-names>
          </name>
          <xref ref-type="aff" rid="A22">22</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Darling</surname>
            <given-names>John</given-names>
          </name>
          <xref ref-type="aff" rid="A2">2</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Meissner</surname>
            <given-names>Kristian</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0001-6316-8554</uri>
          <xref ref-type="aff" rid="A23">23</xref>
        </contrib>
      </contrib-group>
      <aff id="A1">
        <label>1</label>
        <addr-line content-type="verbatim">Centre for Biodiversity Genomics &amp; Department of Integrative Biology, University of Guelph, Guelph, Canada</addr-line>
        <institution>Centre for Biodiversity Genomics &amp; Department of Integrative Biology, University of Guelph</institution>
        <addr-line content-type="city">Guelph</addr-line>
        <country>Canada</country>
        <uri content-type="ror">https://ror.org/04zsyxa30</uri>
      </aff>
      <aff id="A2">
        <label>2</label>
        <addr-line content-type="verbatim">eDNAtec Inc., St. John’s, Canada</addr-line>
        <institution>eDNAtec Inc.</institution>
        <addr-line content-type="city">St. John’s</addr-line>
        <country>Canada</country>
</aff>
      <aff id="A3">
        <label>3</label>
        <addr-line content-type="verbatim">University of Duisburg-Essen, Essen, Germany</addr-line>
        <institution>University of Duisburg-Essen</institution>
        <addr-line content-type="city">Essen</addr-line>
        <country>Germany</country>
        <uri content-type="ror">https://ror.org/04mz5ra38</uri>
      </aff>
      <aff id="A4">
        <label>4</label>
        <addr-line content-type="verbatim">Fisheries and Oceans Canada, Nanaimo, Canada</addr-line>
        <institution>Fisheries and Oceans Canada</institution>
        <addr-line content-type="city">Nanaimo</addr-line>
        <country>Canada</country>
</aff>
      <aff id="A5">
        <label>5</label>
        <addr-line content-type="verbatim">Research Faculty of Agriculture, Hokkaido University, Sapporo, Japan</addr-line>
        <institution>Research Faculty of Agriculture, Hokkaido University</institution>
        <addr-line content-type="city">Sapporo</addr-line>
        <country>Japan</country>
        <uri content-type="ror">https://ror.org/02e16g702</uri>
      </aff>
      <aff id="A6">
        <label>6</label>
        <addr-line content-type="verbatim">Canadian Rivers Institute, Department of Biology, University of New Brunswick, Fredericton, Canada</addr-line>
        <institution>Canadian Rivers Institute, Department of Biology, University of New Brunswick</institution>
        <addr-line content-type="city">Fredericton</addr-line>
        <country>Canada</country>
        <uri content-type="ror">https://ror.org/031ex4j83</uri>
      </aff>
      <aff id="A7">
        <label>7</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="A8">
        <label>8</label>
        <addr-line content-type="verbatim">SimplexDNA, Winterthur, Switzerland</addr-line>
        <institution>SimplexDNA</institution>
        <addr-line content-type="city">Winterthur</addr-line>
        <country>Switzerland</country>
</aff>
      <aff id="A9">
        <label>9</label>
        <addr-line content-type="verbatim">Graduate School of Informatics, Kyoto University, Kyoto, Japan</addr-line>
        <institution>Graduate School of Informatics, Kyoto University</institution>
        <addr-line content-type="city">Kyoto</addr-line>
        <country>Japan</country>
        <uri content-type="ror">https://ror.org/02kpeqv85</uri>
      </aff>
      <aff id="A10">
        <label>10</label>
        <addr-line content-type="verbatim">Goodwin Science Services, La Jolla, CA, USA</addr-line>
        <institution>Goodwin Science Services</institution>
        <addr-line content-type="city">La Jolla</addr-line>
        <country>United States of America</country>
</aff>
      <aff id="A11">
        <label>11</label>
        <addr-line content-type="verbatim">U.S. Geological Survey, Wetland and Aquatic Research Center, Gainesville, USA</addr-line>
        <institution>U.S. Geological Survey, Wetland and Aquatic Research Center</institution>
        <addr-line content-type="city">Gainesville</addr-line>
        <country>United States of America</country>
</aff>
      <aff id="A12">
        <label>12</label>
        <addr-line content-type="verbatim">School of Marine and Environmental Affairs, University of Washington, Seattle, USA</addr-line>
        <institution>School of Marine and Environmental Affairs, University of Washington</institution>
        <addr-line content-type="city">Seattle</addr-line>
        <country>United States of America</country>
        <uri content-type="ror">https://ror.org/00cvxb145</uri>
      </aff>
      <aff id="A13">
        <label>13</label>
        <addr-line content-type="verbatim">U.S. Geological Survey, Columbia Environmental Research Center, Columbia, MO, USA</addr-line>
        <institution>U.S. Geological Survey, Columbia Environmental Research Center</institution>
        <addr-line content-type="city">Columbia</addr-line>
        <country>United States of America</country>
        <uri content-type="ror">https://ror.org/04yv9ex91</uri>
      </aff>
      <aff id="A14">
        <label>14</label>
        <addr-line content-type="verbatim">Tohoku University, Sendai, Japan</addr-line>
        <institution>Tohoku University</institution>
        <addr-line content-type="city">Sendai</addr-line>
        <country>Japan</country>
        <uri content-type="ror">https://ror.org/01dq60k83</uri>
      </aff>
      <aff id="A15">
        <label>15</label>
        <addr-line content-type="verbatim">College of Agriculture and Environmental Sciences, University of South Africa (UNISA), Pretoria, South Africa</addr-line>
        <institution>College of Agriculture and Environmental Sciences, University of South Africa (UNISA)</institution>
        <addr-line content-type="city">Pretoria</addr-line>
        <country>South Africa</country>
        <uri content-type="ror">https://ror.org/048cwvf49</uri>
      </aff>
      <aff id="A16">
        <label>16</label>
        <addr-line content-type="verbatim">Graduate School of Human Development and Environment, Kobe University, Kobe, Japan</addr-line>
        <institution>Graduate School of Human Development and Environment, Kobe University</institution>
        <addr-line content-type="city">Kobe</addr-line>
        <country>Japan</country>
        <uri content-type="ror">https://ror.org/03tgsfw79</uri>
      </aff>
      <aff id="A17">
        <label>17</label>
        <addr-line content-type="verbatim">Molecular Surveillance, The Cawthron Institute, Nelson, New Zealand</addr-line>
        <institution>Molecular Surveillance, The Cawthron Institute</institution>
        <addr-line content-type="city">Nelson</addr-line>
        <country>New Zealand</country>
        <uri content-type="ror">https://ror.org/03sffqe64</uri>
      </aff>
      <aff id="A18">
        <label>18</label>
        <addr-line content-type="verbatim">Southern California Coastal Water Research Project (SCCWRP), Costa Mesa, CA, USA</addr-line>
        <institution>Southern California Coastal Water Research Project (SCCWRP)</institution>
        <addr-line content-type="city">Costa Mesa</addr-line>
        <country>United States of America</country>
        <uri content-type="ror">https://ror.org/00yzwgc71</uri>
      </aff>
      <aff id="A19">
        <label>19</label>
        <addr-line content-type="verbatim">Australian National eDNA Reference Centre, University of Canberra, Canberra, Australia</addr-line>
        <institution>Australian National eDNA Reference Centre, University of Canberra</institution>
        <addr-line content-type="city">Canberra</addr-line>
        <country>Australia</country>
        <uri content-type="ror">https://ror.org/04s1nv328</uri>
      </aff>
      <aff id="A20">
        <label>20</label>
        <addr-line content-type="verbatim">University of New Hampshire, Durham, NH, USA</addr-line>
        <institution>University of New Hampshire</institution>
        <addr-line content-type="city">Durham</addr-line>
        <country>United States of America</country>
        <uri content-type="ror">https://ror.org/01rmh9n78</uri>
      </aff>
      <aff id="A21">
        <label>21</label>
        <addr-line content-type="verbatim">Center for Biodiversity Science, Ryukoku University, Otsu, Japan</addr-line>
        <institution>Center for Biodiversity Science, Ryukoku University</institution>
        <addr-line content-type="city">Otsu</addr-line>
        <country>Japan</country>
      </aff>
      <aff id="A22">
        <label>22</label>
        <addr-line content-type="verbatim">School of Ecology and Environment, Yunnan University, Yunnan, China</addr-line>
        <institution>School of Ecology and Environment, Yunnan University</institution>
        <addr-line content-type="city">Yunnan</addr-line>
        <country>China</country>
      </aff>
      <aff id="A23">
        <label>23</label>
        <addr-line content-type="verbatim">Finnish Environment Institute (Syke), Jyväskylä, Finland</addr-line>
        <institution>Finnish Environment Institute (Syke)</institution>
        <addr-line content-type="city">Jyväskylä</addr-line>
        <country>Finland</country>
      </aff>
      <author-notes>
        <fn fn-type="corresp">
          <p>Corresponding author: Mehrdad Hajibabaei (<email xlink:type="simple">mhajibab@uoguelph.ca</email>)</p>
        </fn>
        <fn fn-type="edited-by">
          <p>Academic editor: Alexander Weigand</p>
        </fn>
      </author-notes>
      <pub-date pub-type="collection">
        <year>2026</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>28</day>
        <month>08</month>
        <year>2026</year>
      </pub-date>
      <volume>10</volume>
      <elocation-id>e193334</elocation-id>
      <uri content-type="arpha" xlink:href="http://openbiodiv.net/3A404143-13E0-5E89-BEF2-11321D034D62">3A404143-13E0-5E89-BEF2-11321D034D62</uri>
      <history>
        <date date-type="received">
          <day>27</day>
          <month>03</month>
          <year>2026</year>
        </date>
        <date date-type="accepted">
          <day>10</day>
          <month>08</month>
          <year>2026</year>
        </date>
      </history>
      <permissions>
        <license license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/share-your-work/public-domain/cc0/" xlink:type="simple">
          <license-p>This is an open access article distributed under the terms of the CC0 Public Domain Dedication.</license-p>
        </license>
      </permissions>
      <abstract>
        <label>Abstract</label>
        <p>Environmental DNA (<abbrev xlink:title="Environmental DNA">eDNA</abbrev>) analysis has emerged as a transformative tool for biodiversity assessment and environmental monitoring, offering a non-invasive, cost-effective approach to detecting species and characterizing ecological communities. Despite growing adoption by researchers, regulatory agencies, and industry, the widespread implementation of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> methods continues to face challenges, including inconsistent protocols across laboratories and the absence of internationally recognized standards. These barriers have slowed the integration of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> into routine monitoring programs and other operational settings, particularly in regulatory contexts. Standardization is widely recognized as an essential prerequisite for building confidence among end users and enabling meaningful comparison of results across studies and jurisdictions. While standards development efforts have begun to emerge at national and regional scales, the lack of international coordination risks producing fragmented or contradictory guidelines that could hinder rather than advance the field. Here, we introduce the International <abbrev xlink:title="Environmental DNA">eDNA</abbrev> Standardization Task Force (<abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev>; <ext-link xlink:href="https://iestf.global" ext-link-type="uri">https://iestf.global</ext-link>), an initiative established to facilitate and accelerate the development of inclusive international standards for <abbrev xlink:title="Environmental DNA">eDNA</abbrev>-based biodiversity monitoring. The <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> aims to identify opportunities for new work item proposals within the International Organization for Standardization (<abbrev xlink:title="International Organization for Standardization">ISO</abbrev>) framework, catalog existing standards and best practices, and ensure that standards development is accessible to practitioners in nations historically underrepresented in <abbrev xlink:title="Environmental DNA">eDNA</abbrev> research. We outline some key challenges facing <abbrev xlink:title="Environmental DNA">eDNA</abbrev> standardization, describe the structure and goals of the <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev>, and present a vision that includes the formation of a truly inclusive international community of practice, the establishment of pipelines for fast-tracking the development of international standards, and support for critical activities such as cross-regional standards testing and validation. The <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> represents a critical step toward ensuring that <abbrev xlink:title="Environmental DNA">eDNA</abbrev> methods achieve their full potential as reliable, globally comparable tools for biodiversity monitoring.</p>
      </abstract>
      <kwd-group>
        <label>Key words:</label>
        <kwd>Biodiversity</kwd>
        <kwd>Ecological analysis</kwd>
        <kwd>eDNA</kwd>
        <kwd>Environmental assessment</kwd>
        <kwd>Environmental DNA</kwd>
        <kwd>Genomics</kwd>
        <kwd>Metabarcoding</kwd>
        <kwd>Standardization</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec sec-type="Environmental DNA: finally ready for the spotlight?" id="sec1">
      <title>Environmental DNA: finally ready for the spotlight?</title>
      <p>In the last decade, analysis of environmental DNA (<abbrev xlink:title="Environmental DNA">eDNA</abbrev>) has gained considerable momentum for biodiversity assessment and environmental monitoring. The breakthrough innovation is built on two main premises: (1) genetic material (DNA or RNA) contained in or shed by living organisms can be directly extracted from environmental samples such as water, soil, air, sediments, and various bulk biomass samples (e.g., Malaise traps and benthic kicknets); and (2) the taxonomic identification of those organisms can be accomplished using short, taxonomically informative, and often species-specific regions of the genome, i.e., DNA barcodes. These are the main criteria broadly used in the field for defining <abbrev xlink:title="Environmental DNA">eDNA</abbrev> (<xref ref-type="bibr" rid="B35">Taberlet et al. 2012</xref>; <xref ref-type="bibr" rid="B29">Pawlowski et al. 2020a</xref>).</p>
      <p>The use of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> has gained popularity because of the relative simplicity of generating <abbrev xlink:title="Environmental DNA">eDNA</abbrev> data compared with traditional methods for assessing ecological status or species distributions. Researchers with access to molecular biology and genomics laboratories have used <abbrev xlink:title="Environmental DNA">eDNA</abbrev> in various investigations, including general baseline biodiversity assessment (<xref ref-type="bibr" rid="B22">Lopez et al. 2025</xref>), functional ecological network studies (<xref ref-type="bibr" rid="B5">Cantera et al. 2025</xref>), and surveys of specific taxa such as invasive or endangered species (e.g., <xref ref-type="bibr" rid="B32">Sepulveda et al. 2023</xref>). In a relatively short time, a rapidly increasing number of studies have showcased the use of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> in ecological and environmental investigations (<xref ref-type="bibr" rid="B25">McGee et al. 2019</xref>).</p>
      <p>In addition to the use of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> in research, various regulatory agencies, nongovernmental organizations (<abbrev xlink:title="nongovernmental organizations">NGOs</abbrev>), philanthropies, and industrial sectors have been eager to adopt <abbrev xlink:title="Environmental DNA">eDNA</abbrev> tools in their approaches, goals, and mandates. Given the importance of biodiversity and species identification in various policies, researchers in applied science and regulatory agencies have been among the pioneers in <abbrev xlink:title="Environmental DNA">eDNA</abbrev> applications. For example, government environmental agencies in countries such as Canada, the United States, and Japan, as well as in the European Union, have extensively researched the use of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> in their frameworks for monitoring target species, including endangered and invasive species and those of commercial value. The U.S. Fish and Wildlife Service employs <abbrev xlink:title="Environmental DNA">eDNA</abbrev> to track invasive carp in the Great Lakes (<xref ref-type="bibr" rid="B27">Mize et al. 2019</xref>); Fisheries and Oceans Canada (<abbrev xlink:title="Fisheries and Oceans Canada">DFO</abbrev>) uses <abbrev xlink:title="Environmental DNA">eDNA</abbrev> methods for invasive species detection (<xref ref-type="bibr" rid="B1">Abbott et al. 2021</xref>); and the National Oceanic and Atmospheric Administration (<abbrev xlink:title="National Oceanic and Atmospheric Administration">NOAA</abbrev>) has applied <abbrev xlink:title="Environmental DNA">eDNA</abbrev> for fish stock assessments (<xref ref-type="bibr" rid="B4">Baetscher et al. 2025</xref>). Similarly, <abbrev xlink:title="nongovernmental organizations">NGOs</abbrev> such as the World Wildlife Fund (<abbrev xlink:title="World Wildlife Fund">WWF</abbrev>) and The Nature Conservancy have been using <abbrev xlink:title="Environmental DNA">eDNA</abbrev> to support conservation initiatives, particularly in monitoring species distributions in remote and inaccessible habitats (<xref ref-type="bibr" rid="B23">Lyet et al. 2021</xref>). Analysis of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> has also been transformative for industrial sectors, especially in energy, mining, agriculture, and infrastructure development, where companies need to assess the environmental impact of their activities. For instance, energy companies conducting offshore drilling operations have used <abbrev xlink:title="Environmental DNA">eDNA</abbrev> to monitor marine biodiversity changes over time, ensuring compliance with environmental regulations (<xref ref-type="bibr" rid="B24">Mauffrey et al. 2021</xref>).</p>
    </sec>
    <sec sec-type="Hurdles to adoption of eDNA methods" id="sec2">
      <title>Hurdles to adoption of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> methods</title>
      <p>Although <abbrev xlink:title="Environmental DNA">eDNA</abbrev> methods have demonstrated value in a range of applications and shown promise in many areas, uptake has faced challenges. For example, physical confirmation of species detections is often problematic because <abbrev xlink:title="Environmental DNA">eDNA</abbrev> methods have significantly higher sensitivity than other monitoring tools. Validation of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> results can be especially challenging in complex and large systems such as oceans or tropical forests, thus presenting a challenge to understanding false-positive and false-negative rates. Decision-makers understandably may be hesitant to rely on <abbrev xlink:title="Environmental DNA">eDNA</abbrev> signals alone, given the political risks associated with acting in response to unconfirmed species detections (<xref ref-type="bibr" rid="B20">Lee et al. 2024</xref>). As such, work has been conducted specifically to support the translation of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> science into real-world applications (e.g., <xref ref-type="bibr" rid="B3">Aylagas et al. 2020</xref>; <xref ref-type="bibr" rid="B1">Abbott et al. 2021</xref>; <xref ref-type="bibr" rid="B32">Sepulveda et al. 2023</xref>).</p>
      <p>Challenges related to the consistency of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> methods and outputs have also posed hurdles to adoption. For example, comparing results from the same <abbrev xlink:title="Environmental DNA">eDNA</abbrev> sample analyzed in different laboratories (i.e., interlaboratory reproducibility; <xref ref-type="bibr" rid="B40">Zaiko et al. 2022</xref>) or <abbrev xlink:title="Environmental DNA">eDNA</abbrev> data processed across different analytical pipelines can result in considerable variation depending on the pipeline or analyst (e.g., <xref ref-type="bibr" rid="B16">Jones et al. 2025</xref>; <xref ref-type="bibr" rid="B39">Vasselon et al. 2025</xref>). While generating <abbrev xlink:title="Environmental DNA">eDNA</abbrev> data can be accomplished in most molecular laboratories and sequencing facilities, there is commonly a lack of sufficiently rigorous method design and validation, standardization of methods across facilities, and adequate quality control measures. Together, these can lead to data that are difficult to interpret or even unreliable, which in turn may create a lack of trust in the technology among resource managers and thwart adoption. Nevertheless, there has been significant work addressing the various hurdles that impede the use of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> methods for applications, which has resulted in more reliable <abbrev xlink:title="Environmental DNA">eDNA</abbrev> methodologies, especially for single-species detections (<xref ref-type="bibr" rid="B13">Hunter et al. 2026</xref>).</p>
    </sec>
    <sec sec-type="Standardization is an essential pillar for adoption" id="sec3">
      <title>Standardization is an essential pillar for adoption</title>
      <p>There have been various calls for the establishment of quality assurance (<abbrev xlink:title="quality assurance">QA</abbrev>) and quality control (<abbrev xlink:title="quality control">QC</abbrev>) in the application of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> methods (e.g., <xref ref-type="bibr" rid="B36">Theroux et al. 2025</xref>), as well as outputs providing specific guidance or tools for increasing the quality and transparency of generated <abbrev xlink:title="Environmental DNA">eDNA</abbrev> data (e.g., <xref ref-type="bibr" rid="B17">Klymus et al. 2020</xref>, <xref ref-type="bibr" rid="B18">2024</xref>). In terms of formal standards (<xref ref-type="bibr" rid="B36">Theroux et al. 2025</xref>), there are two main types that, when applied together, ensure the consistency, reliability, and accuracy of environmental measurements. There are international standards for internal quality management systems (such as <abbrev xlink:title="International Organization for Standardization">ISO</abbrev> 9001 and <abbrev xlink:title="International Organization for Standardization">ISO</abbrev>/IEC 17025), which are important and directly applicable to the field of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> but rarely used (<xref ref-type="bibr" rid="B20">Lee et al. 2024</xref>), and there are methodological standards (e.g., <abbrev xlink:title="International Organization for Standardization">ISO</abbrev> 17805:2026) that define requirements for specific technical procedures. For example, various national and regional initiatives have been working on frameworks to define best practices for <abbrev xlink:title="Environmental DNA">eDNA</abbrev> sampling, analysis, and interpretation (see below). These standards reduce variability caused by differences in sample collection, laboratory procedures, and data reporting by establishing minimum requirements that are obligatory. This leaves laboratories the freedom to use various validated procedures (e.g., analytical pipelines and primers) while ensuring a minimum level of quality assurance.</p>
      <p>The development of rigorous standardization procedures, including analysis of certified reference material, will enable stakeholders such as government agencies, conservation groups, and industry partners to confidently integrate <abbrev xlink:title="Environmental DNA">eDNA</abbrev> data into decision-making while ensuring compliance with environmental policies and biodiversity conservation goals. While academic or conservation groups are less likely to require formal accreditation to an international standard, they can still choose to adopt it to increase the comparability and quality of results. Commercial or government providers often need external third-party verification to generate trust and transparency in their services. Thus, commercial or some government laboratories providing <abbrev xlink:title="Environmental DNA">eDNA</abbrev> services are likely the main entities that will require accreditation to a standard to meet their needs, such that the additional costs of accreditation will be outweighed by the benefits for these sectors.</p>
      <p>Standards for <abbrev xlink:title="Environmental DNA">eDNA</abbrev> have started to emerge in the last 5 years at various scales. For example, the EU research network DNAqua-Net established a standardization working group as part of the European Standards Committee CEN, which aided in establishing a framework for validation of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> analyses (EN 17805). Other notable efforts include a United States–Norway collaboration on developing standards for marine <abbrev xlink:title="Environmental DNA">eDNA</abbrev> analysis (<xref ref-type="bibr" rid="B38">United States – Norway Intergovernmental Group on eDNA Implementation for Fisheries Stock Assessments and Management 2020</xref>) and the Canadian Standards Association, which developed a standard for qPCR analysis of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> (<xref ref-type="bibr" rid="B8">Department of Fisheries and Oceans 2020</xref>). Additionally, a dedicated working group in <abbrev xlink:title="International Organization for Standardization">ISO</abbrev> has adopted an approach to fast-track the conversion of the EN 17805 standard—a standard procedure for sampling <abbrev xlink:title="Environmental DNA">eDNA</abbrev> in aquatic environments—to the <abbrev xlink:title="International Organization for Standardization">ISO</abbrev> level (published in July 2026; see Box 1). In Australia, the Department of Agriculture, Fisheries and Forestry created the Australian National <abbrev xlink:title="Environmental DNA">eDNA</abbrev> Reference Centre as a centralized authority with the responsibility of validating, maintaining, and optimizing assays and protocols to provide high-quality standards for the application of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> technology (<xref ref-type="bibr" rid="B7">De Brauwer et al. 2023</xref>). However, industry groups continue to emphasize the lack of standards as a key hurdle to implementing <abbrev xlink:title="Environmental DNA">eDNA</abbrev>-based tools in routine environmental assessment. For example, the International Oil and Gas Producers Association (<abbrev xlink:title="International Oil and Gas Producers Association">IOGP</abbrev>) has independently formed a Joint Industry Programme on environmental genomics and commissioned four reports mainly focused on developing guidelines for the application of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> in oil and gas operations (<xref ref-type="bibr" rid="B9">eDNAtec and CEGA 2025a</xref>, <xref ref-type="bibr" rid="B10">2025b</xref>; <xref ref-type="bibr" rid="B28">NatureMetrics and ID-Gene 2025</xref>; <xref ref-type="bibr" rid="B34">Stantec and NatureMetrics 2025</xref>).</p>
      <p>Analysis of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> is a multistep process (<xref ref-type="bibr" rid="B31">Porter and Hajibabaei 2018</xref>), each step of which presents opportunities for guidelines and standards to avoid errors that can influence results (Fig. <xref ref-type="fig" rid="F1">1</xref>). The workflow begins with field sampling, where standardized protocols for site selection, metadata assessment and reporting, sampling volume, contamination prevention, and replication are essential—and sufficient experience exists to recommend minimum standards. These steps are followed by sample preservation and transport, where consistent preservation methods and temperature controls ensure DNA integrity. Extraction of DNA requires validated protocols and contamination controls to produce high-quality templates for downstream analysis. A variety of quality procedures and metrics are available for analysis of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> by quantitative PCR (<xref ref-type="bibr" rid="B11">Goldberg et al. 2016</xref>; <xref ref-type="bibr" rid="B17">Klymus et al. 2020</xref>). For analysis by sequencing, marker and primer selection, reaction conditions, and quality checks must follow standards to ensure comparability during PCR amplification or library preparation. Sequencing should also follow agreed-upon quality and quantity measures, including platform calibration and read-depth requirements. In bioinformatics processing, consistent filtering thresholds, clustering or denoising methods, and the use of curated reference databases are critical for reproducibility. Taxonomic assignment benefits from reference standards and clear resolution thresholds, while data interpretation and reporting require transparent frameworks for uncertainty estimation and standardized reporting formats. Without standards across all these stages, results may be inconsistent, hindering the reliability, comparability, and uptake of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> methods in research, monitoring, and policy applications.</p>
      <fig id="F1">
        <object-id content-type="arpha">8E9DE591-F84A-546D-B0CC-B57E1B74815E</object-id>
        <label>Figure 1.</label>
        <caption>
          <p>Workflow of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> analysis from sampling to reporting, highlighting key stages where standards are critical to ensure the accuracy, reproducibility, and comparability of results.</p>
        </caption>
        <graphic xlink:href="mbmg-10-e193334-g001.jpg" id="oo_1759674.jpg">
          <uri content-type="original_file">https://binary.pensoft.net/fig/1759674</uri>
        </graphic>
      </fig>
    </sec>
    <sec sec-type="Overcoming challenges to standards development requires international cooperation" id="sec4">
      <title>Overcoming challenges to standards development requires international cooperation</title>
      <p>Applications of DNA- and <abbrev xlink:title="Environmental DNA">eDNA</abbrev>-based technology for biodiversity assessment and monitoring have progressed rapidly in the past decade, fueled by ongoing innovation in sequencing technology, autonomous sampling, and bioinformatic and statistical data analysis. At the same time, there has been an explosion of exemplar applications in almost every conceivable biodiversity monitoring context. The current moment is one for both optimism and caution: the future of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> biomonitoring is bright, but rapid progress presents two significant challenges that require international cooperation to realize the promise of <abbrev xlink:title="Environmental DNA">eDNA</abbrev>.</p>
    </sec>
    <sec sec-type="In an environment of active methods development, how can we avoid the proliferation of potentially competing (or even contradictory) national, regional, or laboratory-specific standards?" id="sec5">
      <title>In an environment of active methods development, how can we avoid the proliferation of potentially competing (or even contradictory) national, regional, or laboratory-specific standards?</title>
      <p>Difficult lessons learned from the early adoption of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> methods (<xref ref-type="bibr" rid="B21">Lodge 2024</xref>) provide sufficient motivation to ensure that internal quality management of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> processes is now nearly universal. However, the slow uptake of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> tools in management, decision-making, and policy contexts has led to strong pressure to develop more formal standards with broader applicability. The response has been a proliferation of guidelines and best practices in a wide variety of contexts (<xref ref-type="bibr" rid="B36">Theroux et al. 2025</xref>). For instance, multiple national guidance documents for the development of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> protocols in aquatic ecosystems now exist in Canada (<xref ref-type="bibr" rid="B1">Abbott et al. 2021</xref>), Japan (<xref ref-type="bibr" rid="B26">Minamoto et al. 2021</xref>), Switzerland (<xref ref-type="bibr" rid="B30">Pawlowski et al. 2020b</xref>), Finland (<xref ref-type="bibr" rid="B15">Jerney et al. 2022</xref>), and Australia (<xref ref-type="bibr" rid="B7">De Brauwer et al. 2023</xref>). These documents exhibit varying degrees of overlap in both applicability and methodological detail. There are similar documents aimed at more specific regional needs or biological endpoints, all broadly seeking to improve consistency in <abbrev xlink:title="Environmental DNA">eDNA</abbrev> data generation and reporting. While these developments support more rigorous quality assurance and thus greater defensibility of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> tools, new practitioners, end users, and potential investors might see this abundance as an impediment rather than an invitation. International leadership will be required to catalog the diversity of standards that already exist, assess their alignment (or lack thereof), and encourage more collaborative approaches to the development of future international standards. We do not advocate a “one standard fits all” approach; seeking unity when it is operationally needed (e.g., for comparability) and advocating diversity when it is necessary (e.g., for feasibility and resource availability) should be a goal of the international <abbrev xlink:title="Environmental DNA">eDNA</abbrev> community. As such, some standards may be more specific to a particular scenario, whereas others may cover a broader application window (Table <xref ref-type="table" rid="T1">1</xref>).</p>
      <table-wrap id="T1" position="float" orientation="portrait">
        <label>Table 1.</label>
        <caption>
          <p>Different <abbrev xlink:title="Environmental DNA">eDNA</abbrev>-related procedures designated as published <abbrev xlink:title="International Organization for Standardization">ISO</abbrev> standard, formal <abbrev xlink:title="International Organization for Standardization">ISO</abbrev> projects, and candidate New Work Item Proposals (<abbrev xlink:title="New Work Item Proposals">NWIPs</abbrev>).</p>
        </caption>
        <table>
          <tbody>
            <tr>
              <th rowspan="1" colspan="1">
                <bold>Description</bold>
              </th>
              <th rowspan="1" colspan="1">
                <bold>Leads (country)</bold>
              </th>
            </tr>
            <tr>
              <td rowspan="1" colspan="1"><abbrev xlink:title="International Organization for Standardization">ISO</abbrev> 17805:2026 Sampling, capture, and preservation of environmental DNA from water</td>
              <td rowspan="1" colspan="1">M-T Werner (Germany), M Traugott (Austria)</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1"><abbrev xlink:title="International Organization for Standardization">ISO</abbrev>/NP 25806 Water quality—Guidance on field and laboratory procedures for aquatic macroinvertebrate sample preservation for DNA-based analyses</td>
              <td rowspan="1" colspan="1">F Leese (Germany), M-T Werner (Germany)</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1"><abbrev xlink:title="International Organization for Standardization">ISO</abbrev>/NP 25807 Water quality—Guidance on laboratory procedures for mechanical homogenization and DNA extraction of aquatic macroinvertebrate samples</td>
              <td rowspan="1" colspan="1">M-T Werner (Germany)</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">FprEN 13946:2025 Water quality—Guidance standard for the routine sampling and preparation of benthic diatoms from rivers and lakes</td>
              <td rowspan="1" colspan="1">M Kelly (UK)</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1"><abbrev xlink:title="International Organization for Standardization">ISO</abbrev>/PWI 25605 Water quality—General principles for quality assurance of molecular biological examination for environmental DNA</td>
              <td rowspan="1" colspan="1">S Heeman (Netherlands)</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Extraction of aquatic environmental DNA (<abbrev xlink:title="Environmental DNA">eDNA</abbrev>) from filters</td>
              <td rowspan="1" colspan="1">C Abbott (Canada)</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Target species detection (qPCR and dPCR for <abbrev xlink:title="Environmental DNA">eDNA</abbrev> and eRNA)</td>
              <td rowspan="1" colspan="1">K Klymus (USA)</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Metabarcoding to survey biological communities</td>
              <td rowspan="1" colspan="1">M Hajibabaei (Canada), DJ Baird (Canada)</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">DNA extraction for diatom metabarcoding</td>
              <td rowspan="1" colspan="1">B Paix (France), F Rimet (France)</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
    </sec>
    <sec sec-type="How can we avoid the development of standards that limit rather than expand access to eDNA-based monitoring solutions?" id="sec6">
      <title>How can we avoid the development of standards that limit rather than expand access to <abbrev xlink:title="Environmental DNA">eDNA</abbrev>-based monitoring solutions?</title>
      <p>Environmental DNA (<abbrev xlink:title="Environmental DNA">eDNA</abbrev>) analysis holds great promise for global biodiversity monitoring, which is a key strength; new standards need to guard against overly strict laboratory requirements that risk excluding much of the world or creating technology lock-in. In many countries, especially across the Global South, laboratories face limited access to infrastructure such as high-throughput sequencers, reliable cold storage, or clean-room facilities (<xref ref-type="bibr" rid="B12">Hirsch et al. 2024</xref>). Similarly, the accessibility of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> methods to non-specialists presents enormous potential for the democratization of biodiversity monitoring through community-based science and the participation of marginalized groups (<xref ref-type="bibr" rid="B19">Kondoh et al. 2024</xref>), which is another driver for prioritizing inclusivity in the development of future standards. If international frameworks mandate excessively high methodological requirements, they may unintentionally create barriers to participation, reinforcing inequality and limiting the contribution of regions rich in biodiversity but constrained in resources. To ensure inclusive and equitable global uptake while retaining rigor and quality, adequate laboratory best practices should be required, focusing on essential <abbrev xlink:title="quality assurance">QA</abbrev>/<abbrev xlink:title="quality control">QC</abbrev> elements such as contamination control, transparent documentation, and basic validation (<xref ref-type="bibr" rid="B2">Altermatt et al. 2025</xref>). This approach prioritizes data reliability while allowing diverse groups to participate, fostering capacity building, collaboration, and representation from all regions, and it has already begun to take shape in several large-scale monitoring initiatives. An example of this approach can be found in the ANEMONE network (All-Nippon <abbrev xlink:title="Environmental DNA">eDNA</abbrev> Monitoring Network) and its international extension, ANEMONE Global (<xref ref-type="bibr" rid="B19">Kondoh et al. 2024</xref>; <xref ref-type="bibr" rid="B33">Sioud et al. 2026</xref>). These initiatives demonstrate how <abbrev xlink:title="Environmental DNA">eDNA</abbrev>-based biodiversity monitoring can be scaled nationally and internationally by emphasizing minimum quality requirements, standardized metadata, and transparent protocols while avoiding excessive technical barriers. By design, ANEMONE and ANEMONE Global accommodate a wide range of participants—including academic institutions, local communities, and non-specialist contributors—thereby illustrating how inclusive, minimum-standard frameworks can generate comparable and policy-relevant biodiversity data across regions with highly diverse technical capacities. In turn, global monitoring efforts will be more comprehensive, fair, and scientifically robust. For example, in the ANEMONE Global initiative, harmonized protocols for filtration, preservation, metadata recording, internal standards, and contamination controls were used across 12 countries. At the same time, protocols were more flexible where local conditions affected feasibility, such as site selection based on local priorities, sampling logistics, available clean equipment, shipping constraints, and adjustments to filtered volume in turbid or clog-prone waters (<xref ref-type="bibr" rid="B33">Sioud et al. 2026</xref>).</p>
    </sec>
    <sec sec-type="The International eDNA Standardization Task Force is a catalyst to facilitate international standards development" id="sec7">
      <title>The International <abbrev xlink:title="Environmental DNA">eDNA</abbrev> Standardization Task Force is a catalyst to facilitate international standards development</title>
      <p>Developing standards for technologies is typically an in-depth, costly, and time-consuming process. For example, establishing a standard within the Canadian Standards Association (<abbrev xlink:title="Canadian Standards Association">CSA</abbrev>) framework can take up to 2 years and requires substantial funding. The International Organization for Standardization (<abbrev xlink:title="International Organization for Standardization">ISO</abbrev>) standards development process takes typically 2 to 3 years (see Box 1 for details), and costs are covered by the organization (<xref ref-type="bibr" rid="B14">International Organization for Standardization 2026</xref>). The process involves a dedicated Working Group within an <abbrev xlink:title="International Organization for Standardization">ISO</abbrev> Technical Committee that evaluates candidate standards and develops them for <abbrev xlink:title="International Organization for Standardization">ISO</abbrev> adoption. Decisions on whether to accept draft <abbrev xlink:title="International Organization for Standardization">ISO</abbrev> standards are made by member countries on the Technical Committee through voting and endorsement by <abbrev xlink:title="International Organization for Standardization">ISO</abbrev>. This system is well established and effective; however, given the formal structure and protracted timelines for <abbrev xlink:title="International Organization for Standardization">ISO</abbrev> standards development, it is essential that new work item proposals for new International Standards (or Technical Specifications) for rapidly emerging technologies be developed with expediency in mind. This can be accomplished by having some level of informal international agreement on potential new standards and their drafts prior to the formal <abbrev xlink:title="International Organization for Standardization">ISO</abbrev> process.</p>
      <p>The International <abbrev xlink:title="Environmental DNA">eDNA</abbrev> Standardization Task Force (<abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev>; <ext-link xlink:href="https://iestf.global" ext-link-type="uri">https://iestf.global</ext-link>) is a community formed to facilitate and accelerate the development of standards for <abbrev xlink:title="Environmental DNA">eDNA</abbrev> analysis. The main motivation of <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> is to achieve a step change in standards development for <abbrev xlink:title="Environmental DNA">eDNA</abbrev>. <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> engages <abbrev xlink:title="Environmental DNA">eDNA</abbrev> researchers with experience developing <abbrev xlink:title="Environmental DNA">eDNA</abbrev> guidelines or standards from various regions around the globe to work together on building consensus before nascent standards are proposed to standardization bodies (e.g., <abbrev xlink:title="International Organization for Standardization">ISO</abbrev>) as potential New Work Item Proposals (<abbrev xlink:title="New Work Item Proposals">NWIPs</abbrev>). Rather than waiting for regional and national <abbrev xlink:title="Environmental DNA">eDNA</abbrev> standards to emerge across jurisdictions, <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> aims to foster inclusive dialogue and coordination among regions and nations in a more informal and dynamic setting. The goal is for truly international precursors to <abbrev xlink:title="International Organization for Standardization">ISO</abbrev> and other standards to be developed and presented to the relevant authoritative bodies, which may otherwise be out of reach due to a lack of national participation, coordination, or financial resources. Key to this process is encouraging representation from all groups that have critically important roles to play in the future of biodiversity discovery and monitoring, including representatives from the Global South and Indigenous communities.</p>
      <p>The <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> is intended to play several important roles in meeting the challenges outlined above. Its most immediate role is to identify opportunities for the development of <abbrev xlink:title="New Work Item Proposals">NWIPs</abbrev> for consideration by <abbrev xlink:title="International Organization for Standardization">ISO</abbrev>. Some <abbrev xlink:title="Environmental DNA">eDNA</abbrev> applications are more developed than others, and recognizing those that have achieved sufficient maturity to enable the establishment of international standards is the first step in fast-tracking the acceptance and broad dissemination of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> tools. This work has already begun; within <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev>, multiple task groups are compiling information and building consensus on candidate <abbrev xlink:title="New Work Item Proposals">NWIPs</abbrev>. Several of these are now in the <abbrev xlink:title="International Organization for Standardization">ISO</abbrev> standards development process (Table <xref ref-type="table" rid="T1">1</xref>; also see Box 1). The task of developing <abbrev xlink:title="New Work Item Proposals">NWIPs</abbrev> is typically initiated by suggestions from the <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> community on workflows and methodologies suitable for standards development. An ad hoc committee from the <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> membership is formed for each <abbrev xlink:title="New Work Item Proposal">NWIP</abbrev>, with a lead and co-lead serving as coordinators. This committee carries out the task of assembling a draft <abbrev xlink:title="New Work Item Proposal">NWIP</abbrev> through consensus building among committee members. The draft <abbrev xlink:title="New Work Item Proposal">NWIP</abbrev> is presented to the <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> co-chairs and subsequently to the <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> members for review and comment. The final draft of an <abbrev xlink:title="New Work Item Proposal">NWIP</abbrev> is presented to <abbrev xlink:title="International Organization for Standardization">ISO</abbrev> working groups via members of <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> who also serve as <abbrev xlink:title="International Organization for Standardization">ISO</abbrev> delegates. All records are kept by committee chairs and subsequently transferred to the <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> co-chairs for full transparency. <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> aims to achieve consensus across sectors and regions, with particular attention to ensuring that proposed standards remain broadly applicable across different levels of technical capacity. Decisions are made in ways that preserve scientific independence, transparency, and conflict-of-interest management.</p>
      <p>Similar to many other scientific and technological endeavors, <abbrev xlink:title="Environmental DNA">eDNA</abbrev> technologies have been mainly researched and developed in nations with substantial resources devoted to scientific research and development. Analysis of available publications shows that hotspots of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> expertise are predominantly in Europe, North America, Australia, New Zealand, and Japan (Fig. <xref ref-type="fig" rid="F2">2</xref>). Although the core membership of <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> currently includes participants from 11 nations within these hotspots, there is a clear need to engage researchers and users from other regions, especially in the Global South. The establishment of a truly representative international community of experts that brings diverse contributions and requirements to discussions on, and the drafting of, proposed <abbrev xlink:title="International Organization for Standardization">ISO</abbrev> standards is vital to ensure that they will be both effective and accessible. Outreach beyond the traditional regional hotspots of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> expertise and the dominant sectors of academia and government is crucial to accomplishing <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev>’s goals.</p>
      <fig id="F2">
        <object-id content-type="arpha">92A71824-0897-521E-B17E-DCA29D6F1EF7</object-id>
        <label>Figure 2.</label>
        <caption>
          <p>Global <abbrev xlink:title="Environmental DNA">eDNA</abbrev> research network based on the available literature (11,028 publications, accessed on 30 January 2026). Each country is represented by a circle proportional to the number of papers published. The top 20 countries are shown in the figure for visual clarity. Lines represent links between countries based on co-published papers; colors represent clusters based on higher levels of collaboration.</p>
        </caption>
        <graphic xlink:href="mbmg-10-e193334-g002.jpg" id="oo_1759675.jpg">
          <uri content-type="original_file">https://binary.pensoft.net/fig/1759675</uri>
        </graphic>
      </fig>
      <table-wrap id="T2" position="float" orientation="portrait">
        <label>Box 1.</label>
        <caption>
          <p><abbrev xlink:title="International Organization for Standardization">ISO</abbrev> standard development process (<xref ref-type="bibr" rid="B14">International Organization for Standardization 2026</xref>).</p>
        </caption>
        <table>
          <tbody>
            <tr>
              <td rowspan="1" colspan="1">
                <bold>Proposal stage (New Work Item Proposal—<abbrev xlink:title="New Work Item Proposal">NWIP</abbrev>)</bold>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">A new standard proposal is submitted by a national standards body (<abbrev xlink:title="national standards body">NSB</abbrev>), an industry group, or a technical committee (<abbrev xlink:title="technical committee">TC</abbrev>). The proposal is reviewed and voted on by member countries within the relevant <abbrev xlink:title="International Organization for Standardization">ISO</abbrev><abbrev xlink:title="technical committee">TC</abbrev>, and if approved, the project moves forward to the next stage.</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Timeline: Typically 2–6 months</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <bold>Preparatory stage (Working Draft—<abbrev xlink:title="Working Draft">WD</abbrev>)</bold>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">A working group (<abbrev xlink:title="working group">WG</abbrev>) of experts is formed to draft the technical content of the standard. The draft is shared within the technical committee for discussion and refinement. Multiple iterations may occur before reaching consensus.</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Timeline: 6–12 months</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <bold>Committee stage (Committee Draft—<abbrev xlink:title="Committee Draft">CD</abbrev>)</bold>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">The draft standard is shared with the full <abbrev xlink:title="International Organization for Standardization">ISO</abbrev> technical committee for comments and revision. Technical refinements are made based on feedback. Consensus must be reached before proceeding.</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Timeline: 3–6 months</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <bold>Enquiry stage (Draft International Standard—<abbrev xlink:title="Draft International Standard">DIS</abbrev>)</bold>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">The draft is circulated for public consultation among <abbrev xlink:title="International Organization for Standardization">ISO</abbrev> member countries. National standards bodies vote and provide feedback. If there is strong agreement (≥66% approval), the standard moves forward.</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Timeline: 3–6 months</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <bold>Approval stage (Final Draft International Standard—<abbrev xlink:title="Final Draft International Standard">FDIS</abbrev>)</bold>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">The final version of the standard is prepared, incorporating feedback from the <abbrev xlink:title="Draft International Standard">DIS</abbrev> stage. A formal vote is conducted among participating member countries within the relevant <abbrev xlink:title="International Organization for Standardization">ISO</abbrev><abbrev xlink:title="technical committee">TC</abbrev> (requiring ≥ 75% approval). Once approved, the standard proceeds to publication.</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Timeline: 2–4 months</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <bold>Publication stage (International Standard—<abbrev xlink:title="International Standard">IS</abbrev>)</bold>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">The standard is officially published as an <abbrev xlink:title="International Organization for Standardization">ISO</abbrev> standard and made available for purchase and implementation. The standard is reviewed every 5 years for updates or revisions.</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Timeline: 1–2 months</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Timeline for <abbrev xlink:title="International Organization for Standardization">ISO</abbrev> standard development: Typically 2–3 years from proposal to publication.</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <p>Also important to achieving <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev>’s goals is an effort to catalog and assess existing standards, guidelines, and best practices for <abbrev xlink:title="Environmental DNA">eDNA</abbrev>. This is important, first, to understand which <abbrev xlink:title="Environmental DNA">eDNA</abbrev> applications have achieved a level of maturity and acceptability sufficient to be ready for formal international standards and, second, to establish a comprehensive library of available standards for practitioners, end users, and other interested stakeholders. Having these resources in a single, accessible catalog would be of substantial utility to the international <abbrev xlink:title="Environmental DNA">eDNA</abbrev> community.</p>
      <p>The <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> goals are attainable but ambitious for a young, grassroots effort not directly supported by any existing institution or funding body. <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> currently comprises entirely volunteer positions with minimal structure; however, brief Charter have been developed to ensure objective criteria for conducting the work (Appendix <xref ref-type="app" rid="app1">1</xref>). The co-chairs have generally been responsible for inviting experts from different regions and sectors to establish the initial membership as a diverse group of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> scientists. Further expansion will require more collaborative and deliberate outreach efforts.</p>
    </sec>
    <sec sec-type="A vision for the future" id="sec8">
      <title>A vision for the future</title>
      <p>As early contributors to this international effort, we also recognize the potential need for growth beyond these modest, informal beginnings. As <abbrev xlink:title="Environmental DNA">eDNA</abbrev> methods enter broader use in management, decision-making, and policy, the international community of practitioners and users will require resources that are unlikely to be provided by existing institutions. The aforementioned library of standards, guidelines, and best practices is one example, and in that context, it is worth noting that formal standards are generally not free. This is because their development, review, and maintenance require sustained expert work and global consensus-building, and charging for access ensures the sustainability of this system. It is, however, important to note that both the standards development process and <abbrev xlink:title="International Organization for Standardization">ISO</abbrev> itself operate on a not-for-profit basis. The inclusive vision of <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> is that, as the catalog of existing standards grows, financial support for users without the resources to access them independently may be essential.</p>
      <p>Another vital prerequisite for the development and maintenance of future standards is the availability of standardized reference material (<abbrev xlink:title="standardized reference material">SRM</abbrev>). There are currently no publicly available <abbrev xlink:title="standardized reference materials">SRMs</abbrev> for non-microbial endpoints (<xref ref-type="bibr" rid="B36">Theroux et al. 2025</xref>), despite the value of these materials for proficiency testing and potential accreditation (<xref ref-type="bibr" rid="B37">Trujillo‐González et al. 2021</xref>), suggesting that there is little existing motivation or insufficient resources to generate, maintain, and disseminate them. Identification of appropriate resources and establishment of mechanisms to support such work could have a catalytic effect and ultimately result in a considerable return on investment for the <abbrev xlink:title="Environmental DNA">eDNA</abbrev> community.</p>
      <p>Another area of need unlikely to be met by existing institutions is the testing of proposed standardized methods outside the geographic contexts in which they were developed. While an international group of experts can provide feedback on proposed standards and note novel challenging conditions that may arise in other regions, there is no substitute for on-the-ground testing of standard methods. Given existing dynamics, it is most likely that standards developed in the current hotspots of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> expertise would require testing in regions outside those hotspots, predominantly in the Global South. Small grant programs designed to support such testing would both provide realistic assessments of the global utility of proposed standards and create opportunities for new practitioners to engage in the process and potentially establish monitoring efforts in their regions. In this case, <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> can play a key role in providing the expertise and structure to aid the independent development of these efforts.</p>
      <p>Beyond the direct provision of such resources to the <abbrev xlink:title="Environmental DNA">eDNA</abbrev> community, <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> should also support <abbrev xlink:title="Environmental DNA">eDNA</abbrev> methods in multiple international contexts, including the incorporation of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> into broad regional and international biomonitoring initiatives, the formal recognition of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> in future policy frameworks governing biodiversity protection, and the establishment and support of internationally accepted ethical guidelines for the collection and use of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> data. The latter is particularly apt, given that such considerations have been an abiding concern of the standardization community (<xref ref-type="bibr" rid="B36">Theroux et al. 2025</xref>) and that the ideally constituted membership of <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> should be well positioned to address ethical issues such as data sovereignty (<xref ref-type="bibr" rid="B12">Hirsch et al. 2024</xref>) and the incorporation of <abbrev xlink:title="Findable, Accessible, Interoperable, Reusable">FAIR</abbrev> (Findable, Accessible, Interoperable, Reusable) and <abbrev xlink:title="Collective Benefit, Authority to Control, Responsibility, Ethics">CARE</abbrev> (Collective Benefit, Authority to Control, Responsibility, Ethics) principles (<xref ref-type="bibr" rid="B6">Carroll et al. 2021</xref>).</p>
      <p>This expanded vision of the role of <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> will require considerable growth in the coming years, including substantial broadening of the membership and appropriate funding sources to support more resource-intensive initiatives. Nonetheless, the time for these actions is now. <abbrev xlink:title="Environmental DNA">eDNA</abbrev> methods are increasingly overcoming the technical challenges that previously limited them (<xref ref-type="bibr" rid="B4">Baetscher et al. 2025</xref>), and the development of standards is the logical next step to support their broader adoption for applications. The goal of <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> is to deliver on the future promise of <abbrev xlink:title="Environmental DNA">eDNA</abbrev> tools by ensuring that international <abbrev xlink:title="Environmental DNA">eDNA</abbrev> standards are as broadly applicable, accessible, and useful as possible.</p>
    </sec>
  </body>
  <back>
    <ref-list>
      <title>References</title>
      <ref id="B1">
        <mixed-citation>Abbott C, Coulson M, Gagné N, Lacoursière‐Roussel A, Parent GJ, Bajno R, Dietrich C, May-McNally S (2021) Guidance on the Use of Targeted Environmental DNA (eDNA) Analysis for the Management of Aquatic Invasive Species and Species at Risk, 42 pp.</mixed-citation>
      </ref>
      <ref id="B2">
        <mixed-citation>Altermatt F, Couton M, Carraro L, Keck F, Lawson-Handley L, Leese F, Zhang X, Zhang Y, Blackman RC (2025) Utilizing aquatic environmental DNA to address global biodiversity targets. Nature Reviews Biodiversity 1: 332–346. <ext-link xlink:href="10.1038/s44358-025-00044-x" ext-link-type="doi">https://doi.org/10.1038/s44358-025-00044-x</ext-link></mixed-citation>
      </ref>
      <ref id="B3">
        <mixed-citation>Aylagas E, Borja A, Pochon X, Zaiko A, Keeley N, Bruce K, Hong P, Ruiz GM, Stein ED, Theroux S, Geraldi N, Ortega A, Gajdzik L, Coker DJ, Katan Y, Hikmawan T, Saleem A, Alamer S, Jones BH, Duarte CM, Pearman J, Carvalho S (2020) Translational molecular ecology in practice: Linking DNA-based methods to actionable marine environmental management. Science of The Total Environment 744: 140780. <ext-link xlink:href="10.1016/j.scitotenv.2020.140780" ext-link-type="doi">https://doi.org/10.1016/j.scitotenv.2020.140780</ext-link></mixed-citation>
      </ref>
      <ref id="B4">
        <mixed-citation>Baetscher DS, Omori KL, Goethel DR, Shelton AO, Berger AM, Ledger KJ, Nichols KM, Larson WA (2025) The pragmatic sceptic: A practical approach for integrating environmental DNA into marine stock assessment and fisheries management. Fish and Fisheries 26: 809–824. <ext-link xlink:href="10.1111/faf.70001" ext-link-type="doi">https://doi.org/10.1111/faf.70001</ext-link></mixed-citation>
      </ref>
      <ref id="B5">
        <mixed-citation>Cantera I, Giachello S, Münkemüller T, Caccianiga M, Gobbi M, Losapio G, Marta S, Valle B, Zawierucha K, Thuiller W, Ficetola GF (2025) Describing functional diversity of communities from environmental DNA. Trends in Ecology &amp; Evolution 40: 170–179. <ext-link xlink:href="10.1016/j.tree.2024.10.007" ext-link-type="doi">https://doi.org/10.1016/j.tree.2024.10.007</ext-link></mixed-citation>
      </ref>
      <ref id="B6">
        <mixed-citation>Carroll SR, Herczog E, Hudson M, Russell K, Stall S (2021) Operationalizing the CARE and FAIR Principles for Indigenous data futures. Scientific Data 8: 108. <ext-link xlink:href="10.1038/s41597-021-00892-0" ext-link-type="doi">https://doi.org/10.1038/s41597-021-00892-0</ext-link></mixed-citation>
      </ref>
      <ref id="B7">
        <mixed-citation>De Brauwer M, Clarke LJ, Chariton A, Cooper MK, de Bruyn M, Furlan E, MacDonald AJ, Rourke ML, Sherman CDH, Suter L, Villacorta‐Rath C, Zaiko A, Trujillo‐González A (2023) Best practice guidelines for environmental DNA biomonitoring in Australia and New Zealand. Environmental DNA 5: 417–423. <ext-link xlink:href="10.1002/edn3.395" ext-link-type="doi">https://doi.org/10.1002/edn3.395</ext-link></mixed-citation>
      </ref>
      <ref id="B8">
        <mixed-citation>Department of Fisheries and Oceans (2020) Advice on the use of targeted environmental DNA (eDNA) Analysis for the Management of Aquatic Invasive Species and Species at Risk.</mixed-citation>
      </ref>
      <ref id="B9">
        <mixed-citation>eDNAtec and CEGA (2025a) Bioinformatics Analysis Standards and Guidelines for eDNA Data relevant to the Energy Sector Environmental Genomics Research Programme.</mixed-citation>
      </ref>
      <ref id="B10">
        <mixed-citation>eDNAtec and CEGA (2025b) Laboratory Analysis Guidelines and Best Practices for Environmental Genomics Applications Relevant to the Energy Sector Environmental Genomics Research Programme.</mixed-citation>
      </ref>
      <ref id="B11">
        <mixed-citation>Goldberg CS, Turner CR, Deiner K, Klymus KE, Thomsen PF, Murphy MA, Spear SF, McKee A, Oyler‐McCance SJ, Cornman RS, Laramie MB, Mahon AR, Lance RF, Pilliod DS, Strickler KM, Waits LP, Fremier AK, Takahara T, Herder JE, Taberlet P (2016) Critical considerations for the application of environmental DNA methods to detect aquatic species. Methods in Ecology and Evolution 7: 1299–1307. <ext-link xlink:href="10.1111/2041-210X.12595" ext-link-type="doi">https://doi.org/10.1111/2041-210X.12595</ext-link></mixed-citation>
      </ref>
      <ref id="B12">
        <mixed-citation>Hirsch S, Acharya-Patel N, Amamoo PA, Borrero-Pérez GH, Cahyani NKD, Ginigini JGM, Hurley KKC, Lopes-Lima M, Lopez ML, Mapholi N, Ouattara KN, Pazmiño DA, Rii Y, Thompson F, Von Der Heyden S, Watsa M, Yepes-Narvaez V, Allan EA, Kelly R (2024) Centering accessibility, increasing capacity, and fostering innovation in the development of international eDNA standards. Metabarcoding and Metagenomics 8: e126058. <ext-link xlink:href="10.3897/mbmg.8.126058" ext-link-type="doi">https://doi.org/10.3897/mbmg.8.126058</ext-link></mixed-citation>
      </ref>
      <ref id="B13">
        <mixed-citation>Hunter ME, Sepulveda AJ, Gleeson DM, Trujillo‐González A, Helbing CC, Rees HC, Jones‐Slobodian DN, Miliano RC, Minamoto T, Theroux S, Villacorta Rath C, Wilcox T, Yamanaka H, Klymus KE (2026) Best practice guidelines for targeted environmental DNA‐based proficiency testing in non‐regulatory contexts. Environmental DNA 8: e70189. <ext-link xlink:href="10.1002/edn3.70189" ext-link-type="doi">https://doi.org/10.1002/edn3.70189</ext-link></mixed-citation>
      </ref>
      <ref id="B14">
        <mixed-citation>International Organization for Standardization (2026) ISO/IEC Directives, Part 1: Procedures for the technical work. [IEC-ISO]</mixed-citation>
      </ref>
      <ref id="B15">
        <mixed-citation>Jerney J, Hällfors H, Oja J, Reunamo A, Suikkanen S, Lehtinen S (2022) Guidelines for using environmental DNA in Finnish marine phytoplankton monitoring – Improved biodiversity assessment through method complementation. Finnish Environment Institute.</mixed-citation>
      </ref>
      <ref id="B16">
        <mixed-citation>Jones JI, Arnold A, Buchner D, Murphy JF, Childress JN, Beja P, Altermatt F, Meissner K, Adams I, Anderson M, Borrell YJ, Briscoe AG, Bruce K, Chaves C, Conyers C, Deiner K, Elbrecht V, Fueyo Á, Goodall T, Granero‐Castro J, Hartmann‐Fatu C, Jones E, Mächler E, Martins FMS, McGreig S, Pereira‐da‐Conceicoa L, Pretty JL, Read DS, Price B, Leese F, Blackman RC (2025) Sources of uncertainty in DNA metabarcoding of whole communities: Implications for its use in biomonitoring. Methods in Ecology and Evolution 16: 1658–1673. <ext-link xlink:href="10.1111/2041-210X.70093" ext-link-type="doi">https://doi.org/10.1111/2041-210X.70093</ext-link></mixed-citation>
      </ref>
      <ref id="B17">
        <mixed-citation>Klymus KE, Merkes CM, Allison MJ, Goldberg CS, Helbing CC, Hunter ME, Jackson CA, Lance RF, Mangan AM, Monroe EM, Piaggio AJ, Stokdyk JP, Wilson CC, Richter CA (2020) Reporting the limits of detection and quantification for environmental DNA assays. Environmental DNA 2: 271–282. <ext-link xlink:href="10.1002/edn3.29" ext-link-type="doi">https://doi.org/10.1002/edn3.29</ext-link></mixed-citation>
      </ref>
      <ref id="B18">
        <mixed-citation>Klymus KE, Baker JD, Abbott CL, Brown RJ, Craine JM, Gold Z, Hunter ME, Johnson MD, Jones DN, Jungbluth MJ, Jungbluth SP, Lor Y, Maloy AP, Merkes CM, Noble R, Patin NV, Sepulveda AJ, Spear SF, Steele JA, Takahashi M, Watts AW, Theroux S (2024) The MIEM guidelines: Minimum information for reporting of environmental metabarcoding data. Metabarcoding and Metagenomics 8: e128689. <ext-link xlink:href="10.3897/mbmg.8.128689" ext-link-type="doi">https://doi.org/10.3897/mbmg.8.128689</ext-link></mixed-citation>
      </ref>
      <ref id="B19">
        <mixed-citation>Kondoh M, Kasada M, Abe T, Kasai A, Dazai A, Masuda R, Seino S, Suzuki S, Suzuki-Ohno Y, Tanabe AS (2024) Community Science Initiatives Utilizing Environmental DNA. In: Suzuki-Ohno Y (Ed.) Community Science in Ecology. Ecological Research Monographs. Springer Nature Singapore, Singapore, 83–99. <ext-link xlink:href="10.1007/978-981-97-0304-3_6" ext-link-type="doi">https://doi.org/10.1007/978-981-97-0304-3_6</ext-link></mixed-citation>
      </ref>
      <ref id="B20">
        <mixed-citation>Lee KN, Kelly RP, Demir‐Hilton E, Laschever E, Allan EA (2024) Adoption of environmental DNA in public agency practice. Environmental DNA 6: e470. <ext-link xlink:href="10.1002/edn3.470" ext-link-type="doi">https://doi.org/10.1002/edn3.470</ext-link></mixed-citation>
      </ref>
      <ref id="B21">
        <mixed-citation>Lodge DM (2024) Lessons learned from eDNA adoption in the management of bigheaded carps in Chicago IL USA Area Waterways. Environmental DNA 6: e528. <ext-link xlink:href="10.1002/edn3.528" ext-link-type="doi">https://doi.org/10.1002/edn3.528</ext-link></mixed-citation>
      </ref>
      <ref id="B22">
        <mixed-citation>Lopez MLD, Acharya-Patel N, Allison MJ, Migneault A, Trilesky S, Helbing CC (2025) From environmental DNA into actionable biodiversity data: Towards the implementation of the Kunming-Montreal Global Biodiversity Framework. Journal of Heredity 2025: esaf068. <ext-link xlink:href="10.1093/jhered/esaf068" ext-link-type="doi">https://doi.org/10.1093/jhered/esaf068</ext-link></mixed-citation>
      </ref>
      <ref id="B23">
        <mixed-citation>Lyet A, Pellissier L, Valentini A, Dejean T, Hehmeyer A, Naidoo R (2021) eDNA sampled from stream networks correlates with camera trap detection rates of terrestrial mammals. Scientific Reports 11: 11362. <ext-link xlink:href="10.1038/s41598-021-90598-5" ext-link-type="doi">https://doi.org/10.1038/s41598-021-90598-5</ext-link></mixed-citation>
      </ref>
      <ref id="B24">
        <mixed-citation>Mauffrey F, Cordier T, Apothéloz‐Perret‐Gentil L, Cermakova K, Merzi T, Delefosse M, Blanc P, Pawlowski J (2021) Benthic monitoring of oil and gas offshore platforms in the North Sea using environmental DNA metabarcoding. Molecular Ecology 30: 3007–3022. <ext-link xlink:href="10.1111/mec.15698" ext-link-type="doi">https://doi.org/10.1111/mec.15698</ext-link></mixed-citation>
      </ref>
      <ref id="B25">
        <mixed-citation>McGee KM, Robinson CV, Hajibabaei M (2019) Gaps in DNA-Based Biomonitoring Across the Globe. Frontiers in Ecology and Evolution 7: 337. <ext-link xlink:href="10.3389/fevo.2019.00337" ext-link-type="doi">https://doi.org/10.3389/fevo.2019.00337</ext-link></mixed-citation>
      </ref>
      <ref id="B26">
        <mixed-citation>Minamoto T, Miya M, Sado T, Seino S, Doi H, Kondoh M, Nakamura K, Takahara T, Yamamoto S, Yamanaka H, Araki H, Iwasaki W, Kasai A, Masuda R, Uchii K (2021) An illustrated manual for environmental DNA research: Water sampling guidelines and experimental protocols. Environmental DNA 3: 8–13. <ext-link xlink:href="10.1002/edn3.121" ext-link-type="doi">https://doi.org/10.1002/edn3.121</ext-link></mixed-citation>
      </ref>
      <ref id="B27">
        <mixed-citation>Mize EL, Erickson RA, Merkes CM, Berndt N, Bockrath K, Credico J, Grueneis N, Merry J, Mosel K, Tuttle‐Lau M, Von Ruden K, Woiak Z, Amberg JJ, Baerwaldt K, Finney S, Monroe E (2019) Refinement of eDNA as an early monitoring tool at the landscape‐level: study design considerations. Ecological Applications 29: e01951. <ext-link xlink:href="10.1002/eap.1951" ext-link-type="doi">https://doi.org/10.1002/eap.1951</ext-link></mixed-citation>
      </ref>
      <ref id="B28">
        <mixed-citation>NatureMetrics and ID-Gene (2025) Efficacy of eDNA vs Conventional Monitoring Methods.</mixed-citation>
      </ref>
      <ref id="B29">
        <mixed-citation>Pawlowski J, Apothéloz-Perret-Gentil L, Altermatt F (2020a) Environmental DNA: What’s behind the term? Clarifying the terminology and recommendations for its future use in biomonitoring. Molecular Ecology 29: 4258–4264. <ext-link xlink:href="10.1111/mec.15643" ext-link-type="doi">https://doi.org/10.1111/mec.15643</ext-link></mixed-citation>
      </ref>
      <ref id="B30">
        <mixed-citation>Pawlowski J, Apothéloz-Perret-Gentil L, Mächler E, Altermatt F (2020b) Environmental DNA applications for biomonitoring and bioassessment in aquatic ecosystems. Bundesamt für Umwelt (BAFU). <ext-link xlink:href="10.5167/UZH-187800" ext-link-type="doi">https://doi.org/10.5167/UZH-187800</ext-link></mixed-citation>
      </ref>
      <ref id="B31">
        <mixed-citation>Porter TM, Hajibabaei M (2018) Scaling up: A guide to high-throughput genomic approaches for biodiversity analysis. Molecular Ecology 27: 313–338. <ext-link xlink:href="10.1111/mec.14478" ext-link-type="doi">https://doi.org/10.1111/mec.14478</ext-link></mixed-citation>
      </ref>
      <ref id="B32">
        <mixed-citation>Sepulveda AJ, Dumoulin CE, Blanchette DL, McPhedran J, Holme C, Whalen N, Hunter ME, Merkes CM, Richter CA, Neilson ME, Daniel WM, Jones DN, Smith DR (2023) When are environmental DNA early detections of invasive species actionable? Journal of Environmental Management 343: 118216. <ext-link xlink:href="10.1016/j.jenvman.2023.118216" ext-link-type="doi">https://doi.org/10.1016/j.jenvman.2023.118216</ext-link></mixed-citation>
      </ref>
      <ref id="B33">
        <mixed-citation>Sioud I, Minegishi Y, Kajita T, Isowa Y, Tanabe AS, Yamakawa H, Berry O, Basyuni M, Cheah HL, Deagle B, Fall J, Habib KA, Kumbregama S, Klangnurak W, Leopardas VE, Mbaye NC, Peer N, Sivakumar K, Sivaipram I, Von Ammon U, Wee A, Woo SP, Kondoh M (2026) ANEMONE Global’s First eDNA‐Based assessment: insights toward a standardized global monitoring network. Environmental DNA 8: e70252. <ext-link xlink:href="10.1002/edn3.70252" ext-link-type="doi">https://doi.org/10.1002/edn3.70252</ext-link></mixed-citation>
      </ref>
      <ref id="B34">
        <mixed-citation>Stantec and NatureMetrics (2025) eDNA Sampling Standards and Guidelines Environmental Genomics Research Programme.</mixed-citation>
      </ref>
      <ref id="B35">
        <mixed-citation>Taberlet P, Coissac E, Hajibabaei M, Rieseberg LH (2012) Environmental DNA. Molecular ecology 21: 1789–1793. <ext-link xlink:href="10.1111/j.1365-294X.2012.05542.x" ext-link-type="doi">https://doi.org/10.1111/j.1365-294X.2012.05542.x</ext-link></mixed-citation>
      </ref>
      <ref id="B36">
        <mixed-citation>Theroux S, Sepulveda A, Abbott CL, Gold Z, Watts AW, Hunter ME, Klymus KE, Hirsch SL, Craine JM, Jones DN, Brown RJ, Steele JA, Takahashi M, Noble RT, Darling JA (2025) What is eDNA method standardisation and why do we need it? Metabarcoding and Metagenomics 9: e132076. <ext-link xlink:href="10.3897/mbmg.9.132076" ext-link-type="doi">https://doi.org/10.3897/mbmg.9.132076</ext-link></mixed-citation>
      </ref>
      <ref id="B37">
        <mixed-citation>Trujillo‐González A, Villacorta‐Rath C, White NE, Furlan EM, Sykes M, Grossel G, Divi UK, Gleeson D (2021) Considerations for future environmental DNA accreditation and proficiency testing schemes. Environmental DNA 3: 1049–1058. <ext-link xlink:href="10.1002/edn3.243" ext-link-type="doi">https://doi.org/10.1002/edn3.243</ext-link></mixed-citation>
      </ref>
      <ref id="B38">
        <mixed-citation>United States – Norway Intergovernmental Group on eDNA Implementation for Fisheries Stock Assessments and Management (2020) Implementation of environmental DNA (eDNA) as a tool for ecosystem-based fisheries management, National Oceanographic and Atmospheric Administration.</mixed-citation>
      </ref>
      <ref id="B39">
        <mixed-citation>Vasselon V, Rivera SF, Ács É, Almeida SFP, Andree KB, Apothéloz-Perret-Gentil L, Bailet B, Baričević A, Beentjes KK, Bettig J, Bouchez A, Capelli C, Chardon C, Duleba M, Elersek T, Genthon C, Jablonska M, Jacas L, Kahlert M, Kelly MG, Macher J-N, Mauri F, Moletta-Denat M, Mortágua A, Pawlowski J, Pérez-Burillo J, Pfannkuchen M, Pilgrim E, Pissaridou P, Rimet F, Stanic K, Tapolczai K, Theroux S, Trobajo R, Van Der Hoorn B, Vasquez MI, Vidal M, Wanless D, Warren J, Zimmermann J, Paix B (2025) Proficiency testing and cross-laboratory method comparison to support standardisation of diatom DNA metabarcoding for freshwater biomonitoring. Metabarcoding and Metagenomics 9: e133264. <ext-link xlink:href="10.3897/mbmg.9.133264" ext-link-type="doi">https://doi.org/10.3897/mbmg.9.133264</ext-link></mixed-citation>
      </ref>
      <ref id="B40">
        <mixed-citation>Zaiko A, Greenfield P, Abbott C, Von Ammon U, Bilewitch J, Bunce M, Cristescu ME, Chariton A, Dowle E, Geller J, Ardura Gutierrez A, Hajibabaei M, Haggard E, Inglis GJ, Lavery SD, Samuiloviene A, Simpson T, Stat M, Stephenson S, Sutherland J, Thakur V, Westfall K, Wood SA, Wright M, Zhang G, Pochon X (2022) Towards reproducible metabarcoding data: Lessons from an international cross‐laboratory experiment. Molecular Ecology Resources 22: 519–538. <ext-link xlink:href="10.1111/1755-0998.13485" ext-link-type="doi">https://doi.org/10.1111/1755-0998.13485</ext-link></mixed-citation>
      </ref>
    </ref-list>
    <app-group>
      <app id="app1">
        <title>Appendix 1</title>
        <p>
          <bold>Charter</bold>
        </p>
        <p>of the</p>
        <p>
          <bold>International <abbrev xlink:title="Environmental DNA">eDNA</abbrev> Standardization Task Force</bold>
        </p>
        <p>1 February 2026</p>
        <p><bold>1. Official designation</bold>. International <abbrev xlink:title="Environmental DNA">eDNA</abbrev> Standardization Task Force, or <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev>.</p>
        <p><bold>2. Authority and reporting</bold>. The <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> is an independent organization and does not operate under the auspices or authority of any government, academic, or industry body, nor is it directly affiliated with any organization, including those with which individual <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> members claim affiliation. Its reporting responsibilities are solely to its members, the environmental nucleic acids research community, and potential end users of environmental nucleic acid methods.</p>
        <p><bold>3. Objectives and scope of activity</bold>. The <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> exists to advance the development, formalization, and dissemination of standards for the application of environmental nucleic acid (eNA, including <abbrev xlink:title="Environmental DNA">eDNA</abbrev> and eRNA) analysis for environmental monitoring and biodiversity assessment. The <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> leverages resources and knowledge from members of the eNA community for the coordinated and timely adoption of international standards and to make those standards accessible to all potential end users; it engages with the eNA research community to help set minimum quality requirements for standardized procedures while allowing room for growth and optimization; it develops relationships with stakeholders, including policymakers, managers, and various industry user groups; it works with various working groups of the International Organization for Standardization (<abbrev xlink:title="International Organization for Standardization">ISO</abbrev>) for the effective development of standards for a variety of applications; additionally, it provides a point of contact for information, resources, and educational material relating to eNA standardization.</p>
        <p><bold>4. Financial support and operating costs</bold>. The <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> has no annual budget and no standing income. Financial support to cover expenses for <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> operations will be solicited from external organizations on an ad hoc, not-for-profit basis. Funding for such operations will be obtained in a manner that is free from conflicts of interest involving either <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> members or their associated institutions. Funding sources will not have any influence on <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> decisions.</p>
        <p><bold>5. Membership</bold>. <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> membership comprises eNA professionals with expertise and experience relevant to the development, formalization, and dissemination of standards for eNA applications in any field of environmental monitoring or biodiversity assessment. The <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> encourages membership by practitioners from groups historically underrepresented in eNA science, including the Global South, Indigenous communities, and developing nations. Requirements of membership include regular participation in <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> activities and adherence to the ethics guidelines specified below. New members are initially proposed by any existing <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> member and are thereafter confirmed by a unanimous vote of the Steering Committee. Membership proposals, expressions of interest, and nominations can be made by any interested party to any existing member of the <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev>; there is no formal application process for new members. There are no term limits for <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> members.</p>
        <p><bold>6. Meetings</bold>. Meetings of the entire <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> will be conducted on an ad hoc basis, as determined by the Co-Chairs of the Steering Committee. Meetings are run by the <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> Chair or a designee identified by the Chair prior to the meeting. The Chair or the Chair’s designee shall provide an agenda for the meeting at least 1 business day prior. Meetings will be conducted by video using a platform agreed upon by the <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> membership. In-person meetings of the <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> will also be held on an ad hoc basis, with the location, timing, and agenda of these meetings being determined by the Steering Committee with input from the entire <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> membership.</p>
        <p><bold>7. Steering Committee</bold>. The <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> Steering Committee (SC) exists to provide general guidance to the <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev>, enforce ethics rules, establish ad hoc committees, and lead and organize special efforts of the <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> as needed and as specified below.</p>
        <p><bold>a. Membership and term limits</bold>. All positions on the SC will be filled voluntarily, with terms of service expected to last 2 years and incumbency limited to three consecutive terms, for a maximum of 6 years. Any <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> member can volunteer for a seat on the Steering Committee. SC positions that are open either due to term limits or resignation of the incumbent shall be filled by any current member of the <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev>, with election confirmed by a unanimous vote of the existing SC. The SC shall consist of no fewer than 10 and no more than 15 <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> members.</p>
        <p><bold>b. Specific roles and responsibilities</bold>.</p>
        <p><bold>i. Chair</bold>. The Chair is responsible for calling and running meetings of both the SC and the <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev>. The Chair shall set and distribute the agenda for those meetings, maintain order, and determine future action items. The Chair is also principally responsible for identifying the financial needs of the <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> and ensuring that those needs are met through solicitation of support from external organizations.</p>
        <p><bold>ii. Co-Chairs (3)</bold>. The Co-Chairs assist the Chair in the above responsibilities. In the event that the Chair is unable to serve in one of their assigned capacities (e.g., running a called meeting), one of the serving Co-Chairs will be selected to temporarily replace the Chair. Together with the Chair, the Co-Chairs are responsible for setting the overall agenda for the <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev>, identifying <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> goals and setting appropriate deadlines, assembling necessary expertise from among the membership to accomplish those goals, and communicating <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> accomplishments to important partners and the broader eNA community.</p>
        <p><bold>iii. Secretary</bold>. The Secretary is charged with taking and archiving minutes of all SC and <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> meetings and distributing brief meeting summaries to the <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> membership. The Secretary is also responsible for maintaining an accurate roll of all active <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> members and their contact information.</p>
        <p><bold>iv. Communications coordinator</bold>. The Communications Coordinator will be responsible for maintaining outreach materials, including the <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> website, and for advertising <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> activities open to outside participants.</p>
        <p><bold>v. Elections and term limits</bold>. Individuals serving in all of the roles described above will be elected by the SC from among the SC membership for a minimum 2-year period, which can be renewed twice for a maximum incumbency of 6 years. Election to positions and subsequent renewals will be determined by unanimous vote of the SC.</p>
        <p><bold>c. Meetings</bold>. The SC will meet at least quarterly, with the timing and agenda of meetings determined by the Chair. Meetings will be conducted by video using a platform agreed upon by the SC. In-person meetings of the SC may also be held on an ad hoc basis, with the location, timing, and agenda of these meetings being determined by the SC. Meetings will be run by either the Chair or a designated Co-Chair, based on an agenda distributed at least 1 business day prior. Formal decisions by the SC, including decisions on membership and the timing and content of general meetings, will be made at these meetings. Such decisions will be made by the entire SC; in the case of absences, input will be solicited via email or other communication. Other informal decisions of the SC may be made either at SC meetings or externally via communication among SC members.</p>
        <p><bold>8. Working groups</bold>. Proposals for Working Groups may be made by any member of the <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev>, and the establishment of Working Groups will be determined by a simple majority vote of the SC. Establishment of a Working Group entails assignment of a Working Group Lead, solicitation of contributors, and specification of Terms of Reference for the Working Group, including determination of specific deliverables and a time frame for delivery.</p>
        <p><bold>9. Ethics guidelines for members</bold>. All <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> members are expected to display collegial conduct, be respectful and inclusive, debate ideas and not individuals, uphold standards of academic and scientific integrity, and abstain from any form of harassment or discriminatory behavior. <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> members are expected to avoid any real or perceived conflicts of interest in their work for the <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev>. Members appointed to the <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> in their official capacity as government employees are subject to ethics statutes and regulations established by those governments, including applicable exceptions and exemptions. Nongovernmental members are expected to recuse themselves from any <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> or subcommittee deliberations or votes relating to a specific matter in which the member, or the entity the member represents, has a direct financial interest. Any member found to be in violation of the above guidelines may be removed or placed on probation by unanimous vote of the SC.</p>
        <p><bold>10. Duration and termination</bold>. The <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> will continue until its termination is decided upon by a unanimous vote of the full SC, followed by a simple majority vote of the general <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> membership.</p>
        <p><bold>11. Changes to the Charter</bold>. Every 3 years following the establishment of this Charter, the SC will hold a meeting expressly to review the Charter and will make a proposal for necessary changes to be considered by the <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> at large. Ad hoc changes to this Charter will be enacted only after a unanimous vote of the SC, followed by a simple majority vote of the general <abbrev xlink:title="International eDNA Standardization Task Force">iESTF</abbrev> membership.</p>
      </app>
    </app-group>
    <sec sec-type="Additional information" id="sec9">
      <title>Additional information</title>
      <sec sec-type="Conflict of interest" id="sec10">
        <title>Conflict of interest</title>
        <p>The authors have declared that no competing interests exist.</p>
      </sec>
      <sec sec-type="Ethical statement" id="sec11">
        <title>Ethical statement</title>
        <p>No ethical statement was reported.</p>
      </sec>
      <sec sec-type="Artificial Intelligence (AI) use" id="sec12">
        <title>Artificial Intelligence (AI) use</title>
        <p>The authors accept full responsibility for the content of the manuscript, including the disclosure of any use of AI.</p>
        <p>No AI tools were used in the preparation of this manuscript.</p>
      </sec>
      <sec sec-type="Funding" id="sec13">
        <title>Funding</title>
        <p>No funding was reported.</p>
      </sec>
      <sec sec-type="Author contributions" id="sec14">
        <title>Author contributions</title>
        <p>MH conceived the article and drafted the initial manuscript with input from FL, JD, and KM. All co-authors contributed to subsequent revisions through editing and critical comments.</p>
      </sec>
      <sec sec-type="Author ORCIDs" id="sec15">
        <title>Author ORCIDs</title>
        <p>M. Hajibabaei <ext-link xlink:href="https://orcid.org/0000-0002-8859-7977" ext-link-type="uri">https://orcid.org/0000-0002-8859-7977</ext-link></p>
        <p>F. Leese <ext-link xlink:href="https://orcid.org/0000-0002-5465-913X" ext-link-type="uri">https://orcid.org/0000-0002-5465-913X</ext-link></p>
        <p>D.J. Baird <ext-link xlink:href="https://orcid.org/0000-0003-4653-7906" ext-link-type="uri">https://orcid.org/0000-0003-4653-7906</ext-link></p>
        <p>P. Beja <ext-link xlink:href="https://orcid.org/0000-0001-8164-0760" ext-link-type="uri">https://orcid.org/0000-0001-8164-0760</ext-link></p>
        <p>K. Deiner <ext-link xlink:href="https://orcid.org/0000-0001-9755-3223" ext-link-type="uri">https://orcid.org/0000-0001-9755-3223</ext-link></p>
        <p>H. Doi <ext-link xlink:href="https://orcid.org/0000-0002-2701-3982" ext-link-type="uri">https://orcid.org/0000-0002-2701-3982</ext-link></p>
        <p>K. Klymus <ext-link xlink:href="https://orcid.org/0000-0002-8843-6241" ext-link-type="uri">https://orcid.org/0000-0002-8843-6241</ext-link></p>
        <p>T. Minamoto <ext-link xlink:href="https://orcid.org/0000-0002-5379-1622" ext-link-type="uri">https://orcid.org/0000-0002-5379-1622</ext-link></p>
        <p>X. Pochon <ext-link xlink:href="https://orcid.org/0000-0001-9510-0407" ext-link-type="uri">https://orcid.org/0000-0001-9510-0407</ext-link></p>
        <p>T.M. Porter <ext-link xlink:href="https://orcid.org/0000-0002-0227-6874" ext-link-type="uri">https://orcid.org/0000-0002-0227-6874</ext-link></p>
        <p>A. Watts <ext-link xlink:href="https://orcid.org/0000-0001-9700-6393" ext-link-type="uri">https://orcid.org/0000-0001-9700-6393</ext-link></p>
        <p>K. Meissner <ext-link xlink:href="https://orcid.org/0000-0001-6316-8554" ext-link-type="uri">https://orcid.org/0000-0001-6316-8554</ext-link></p>
      </sec>
      <sec sec-type="Data availability" id="sec16">
        <title>Data availability</title>
        <p>No new data were generated or analyzed for this article. Data used in Fig. <xref ref-type="fig" rid="F2">2</xref> were retrieved on January 30 2026 by VOSviewer from OpenAlex database.</p>
      </sec>
    </sec>
  </back>
</article>
