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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">63</journal-id>
      <journal-id journal-id-type="index">urn:lsid:arphahub.com:pub:0E0032F4-55AE-5263-8B3C-F4DD637C30C2</journal-id>
      <journal-title-group>
        <journal-title xml:lang="en">Biodiversity Information Science and Standards</journal-title>
        <abbrev-journal-title xml:lang="en">BISS</abbrev-journal-title>
      </journal-title-group>
      <issn pub-type="epub">2535-0897</issn>
      <publisher>
        <publisher-name>Pensoft Publishers</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.3897/biss.10.182954</article-id>
      <article-id pub-id-type="publisher-id">182954</article-id>
      <article-id pub-id-type="manuscript">29645</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Conference Abstract</subject>
        </subj-group>
        <subj-group subj-group-type="conference-part">
          <subject>6798937 - Darwin Core Data Package: an updated model and format for exchanging biodiversity data</subject>
        </subj-group>
        <subj-group subj-group-type="scientific_subject">
          <subject>Bioinformatics</subject>
          <subject>Databases</subject>
          <subject>Natural History</subject>
        </subj-group>
        <subj-group subj-group-type="geographical_area">
          <subject>World</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>From Observations to Interactions: iNaturalist and the Expanding Landscape of Biodiversity Data Sharing with DwC-DP</article-title>
      </title-group>
      <contrib-group content-type="authors">
        <contrib contrib-type="author" corresp="yes">
          <name name-style="western">
            <surname>Seltzer</surname>
            <given-names>Carrie</given-names>
          </name>
          <email xlink:type="simple">carrie@inaturalist.org</email>
          <uri content-type="orcid">https://orcid.org/0000-0002-2979-6589</uri>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Wieczorek</surname>
            <given-names>John Richard</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0003-1144-0290</uri>
          <xref ref-type="aff" rid="A2">2</xref>
        </contrib>
      </contrib-group>
      <aff id="A1">
        <label>1</label>
        <addr-line content-type="verbatim">iNaturalist, San Rafael, United States of America</addr-line>
        <institution>iNaturalist</institution>
        <addr-line content-type="city">San Rafael</addr-line>
        <country>United States of America</country>
      </aff>
      <aff id="A2">
        <label>2</label>
        <addr-line content-type="verbatim">Rauthiflor LLC, Bariloche, Argentina</addr-line>
        <institution>Rauthiflor LLC</institution>
        <addr-line content-type="city">Bariloche</addr-line>
        <country>Argentina</country>
      </aff>
      <author-notes>
        <fn fn-type="corresp">
          <p>Corresponding author: Carrie Seltzer (<email xlink:type="simple">carrie@inaturalist.org</email>).</p>
        </fn>
        <fn fn-type="edited-by">
          <p>Academic editor: </p>
        </fn>
      </author-notes>
      <pub-date pub-type="collection">
        <year>2026</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>13</day>
        <month>03</month>
        <year>2026</year>
      </pub-date>
      <volume>10</volume>
      <elocation-id>e182954</elocation-id>
      <uri content-type="arpha" xlink:href="http://openbiodiv.net/C5A7BABA-BD1A-5AA1-8D52-E1E864401844">C5A7BABA-BD1A-5AA1-8D52-E1E864401844</uri>
      <permissions>
        <copyright-statement>Carrie Seltzer, John Richard Wieczorek</copyright-statement>
        <license license-type="creative-commons-attribution" xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">
          <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
        </license>
      </permissions>
      <abstract>
        <label>Abstract</label>
        <p>iNaturalist hosts over 250 million biodiversity occurrence records representing more than 500,000 unique taxa—making it one of the largest platforms for community-contributed biodiversity data. Since 2012, iNaturalist has used the Darwin Core Archive (DwC-A, <xref ref-type="bibr" rid="B13747951">GBIF 2021</xref>) format to share its research-grade observations (occurrence records) with the Global Biodiversity Information Facility (<ext-link ext-link-type="uri" xlink:href="https://www.gbif.org/dataset/50c9509d-22c7-4a22-a47d-8c48425ef4a7">GBIF)</ext-link>, as well as more specialized information such as interactions with other partners such as <ext-link ext-link-type="uri" xlink:href="https://www.globalbioticinteractions.org/">Global Biotic Interactions (GloBI)</ext-link>. However, there are some limitations to this format. For example, only one person is credited for the identification (there are always at least 2 people involved); interactions are captured in resourceRelationship, which is not specific to interactions; and many additional iNaturalist annotations are mapped to dynamicProperies (e.g., leaf phenology).</p>
        <p>The presentation from which this extended abstract derives (Suppl. material <xref ref-type="supplementary-material" rid="S13746744">1</xref>) demonstrates how the Darwin Core Data Package (DwC-DP) offers an opportunity for more specialized and extensive data sharing than the DwC-A. This flexible and extensible format allows iNaturalist to represent not just Occurrences and their associated Media (images, sounds), but also relationships between those Occurrences, e.g., OrganismInteractions such as predation, pollination, parasitism, and other vital ecological connections.</p>
        <p>As a <ext-link ext-link-type="uri" xlink:href="http://dwcdp-ipt.gbif-test.org/resource?r=inat-org-int">demonstration</ext-link>*<xref ref-type="fn" rid="FN13746762">1</xref>, a subset of iNaturalist data focused on plant-pollinator interactions was mapped to the DwC-DP.  This example incorporates interactions via community-generated Observation Fields*<xref ref-type="fn" rid="FN13746761">2</xref> even though these are not currently controlled fields in the core iNaturalist data model. In Fig. <xref ref-type="fig" rid="F13618318">1</xref>, the relevant tables (e.g., occurrence, agent, event, media) of the DwC-DP are connected by the schemas (prepositions, e.g., conducted by, about, based on).</p>
        <p>While Occurrence remains a foundational element, DwC-DP brings structure to a richer ecosystem of data that supports both incremental improvements and novel capabilities for data providers and consumers alike. When it comes to implementing this in production for iNaturalist, many decisions will need to be made to balance the tradeoffs of use cases unmet by DwC-A, complexity, processing time, file sizes, and more.</p>
      </abstract>
      <kwd-group>
        <label>Keywords</label>
        <kwd>Darwin Core Data Package</kwd>
        <kwd>biodiversity data</kwd>
        <kwd>data standard</kwd>
        <kwd>data sharing</kwd>
      </kwd-group>
      <counts>
        <fig-count count="1"/>
        <table-count count="0"/>
        <ref-count count="1"/>
      </counts>
    </article-meta>
    <notes>
      <sec sec-type="Presenting author">
        <title>Presenting author</title>
        <p>Carrie Seltzer</p>
      </sec>
      <sec sec-type="Presented at">
        <title>Presented at</title>
        <p>Living Data 2025</p>
      </sec>
    </notes>
  </front>
  
  <back>
    <sec sec-type="Conflicts of interest">
      <title>Conflicts of interest</title>
      <p>No conflict of interest to declare</p>
      <p>Disclaimer: This article is (co-)authored by any of the Editors-in-Chief, Managing Editors or their deputies in this journal.</p>
    </sec>
    <sec sec-type="Author contributions">
      <title>Author contributions</title>
      <p>JW created the mapping. CS wrote the abstract and presentation with editing from JW.</p>
    </sec>
    <ref-list>
      <title>References</title>
      <ref id="B13747951">
        <element-citation publication-type="book">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>GBIF</surname>
            </name>
          </person-group>
          <year>2021</year>
          <source>Darwin Core Archives – How-to Guide, version 2.2</source>
          <publisher-name>GBIF Secretariat</publisher-name>
          <publisher-loc>Copenhagen</publisher-loc>
          <uri>https://ipt.gbif.org/manual/en/ipt/3.0/dwca-guide</uri>
        </element-citation>
      </ref>
    </ref-list>
    <fn-group>
      <fn id="FN13746762">
        <label>*1</label>
        <p>
          <ext-link ext-link-type="uri" xlink:href="https://dwcdp-ipt.gbif-test.org/resource?r=inat-org-int">https://dwcdp-ipt.gbif-test.org/resource?r=inat-org-int</ext-link>
        </p>
      </fn>
      <fn id="FN13746761">
        <label>*2</label>
        <p>
          <ext-link ext-link-type="uri" xlink:href="https://inaturalist.freshdesk.com/a/solutions/articles/151000178357?lang=en">https://inaturalist.freshdesk.com/a/solutions/articles/151000178357?lang=en</ext-link>
        </p>
      </fn>
    </fn-group>
  </back>
  <floats-group>
    <fig id="F13618318" position="float" orientation="portrait">
      <object-id content-type="arpha">689FF9B7-41D0-5E34-BA0C-8DB236A6CC85</object-id>
      
      <label>Figure 1.</label>
      <caption>
        <p>iNaturalist in DwC-DP. Credit: John Wieczorek. <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/public-domain/cc0/">CC0</ext-link></p>
      </caption>
      <graphic xlink:href="biss-10-e182954-g001.png" position="float" id="oo_1456032.png" orientation="portrait" xlink:type="simple">
        <uri content-type="original_file">https://binary.pensoft.net/fig/1456032</uri>
      </graphic>
    </fig>
    <supplementary-material id="S13746744" orientation="portrait" position="float" xlink:type="simple">
      <object-id content-type="arpha">3E7D27FD-40AF-5489-952D-69FB1745D190</object-id>
      <object-id content-type="doi">10.3897/biss.10.182954.suppl1</object-id>
      <label>Supplementary material 1</label>
      <caption>
        <p><bold>From Observations to Interactions: iNaturalist and the Expanding Landscape of Biodiversity Data Sharing with DwC-DP</bold>  </p>
      </caption>
      <statement content-type="dataType">
        <label>Data type</label>
        <p>Presentation</p>
      </statement>
      <statement content-type="notes">
        <label>Brief description</label>
        <p>Presentation given at Living Data 2025</p>
      </statement>
      <p>File: oo_1491557.pdf</p>
      <media xlink:href="biss-10-e182954-s001.pdf" mimetype="Adobe Acrobat Document" mime-subtype="pdf" position="float" orientation="portrait" xlink:type="simple">
        <uri content-type="original_file">https://binary.pensoft.net/file/1491557</uri>
      </media>
      <attrib specific-use="authors">Carrie Seltzer, John Richard Wieczorek</attrib>
    </supplementary-material>
  </floats-group>
</article>
