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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">102</journal-id>
      <journal-id journal-id-type="index">urn:lsid:arphahub.com:pub:73abe0ce-d97c-5d7c-bee5-b8e6e6fe6a17</journal-id>
      <journal-title-group>
        <journal-title xml:lang="en">ARPHA Preprints</journal-title>
        <abbrev-journal-title xml:lang="en">preprints</abbrev-journal-title>
      </journal-title-group>
      <publisher>
        <publisher-name>Pensoft Publishers</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.3897/arphapreprints.e105599</article-id>
      <article-id pub-id-type="publisher-id">105599</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Project Report</subject>
        </subj-group>
        <subj-group subj-group-type="scientific_subject">
          <subject>Climate change</subject>
          <subject>Ecological risk assessment</subject>
          <subject>Ecosystem services</subject>
          <subject>Environmental impact assessment </subject>
          <subject>Global Change</subject>
          <subject>Habitats</subject>
          <subject> Ecosystems &amp; Natural Spaces</subject>
          <subject>Science policy</subject>
          <subject>Socio-economy &amp; Sustainable development</subject>
        </subj-group>
        <subj-group subj-group-type="sdg">
          <subject>Climate action</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>D3.4 Cost-effectiveness analysis of monitoring schemes</article-title>
      </title-group>
      <contrib-group content-type="authors">
        <contrib contrib-type="author" corresp="yes">
          <name name-style="western">
            <surname>Breeze</surname>
            <given-names>Tom</given-names>
          </name>
          <email xlink:type="simple">t.d.breeze@reading.ac.uk</email>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Fernandez</surname>
            <given-names>Miguel</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0002-8301-1340</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>McCallum</surname>
            <given-names>Ian</given-names>
          </name>
          <xref ref-type="aff" rid="A3">3</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Morán-Ordóñez</surname>
            <given-names>Alejandra</given-names>
          </name>
          <xref ref-type="aff" rid="A4">4</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Pereira</surname>
            <given-names>Henrique</given-names>
          </name>
          <xref ref-type="aff" rid="A5">5</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Junker</surname>
            <given-names>Jessi</given-names>
          </name>
          <xref ref-type="aff" rid="A5">5</xref>
        </contrib>
      </contrib-group>
      <aff id="A1">
        <label>1</label>
        <addr-line content-type="verbatim">Martin-Luther-University Halle-Wittenberg (MLU) / German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany</addr-line>
        <institution>Martin-Luther-University Halle-Wittenberg (MLU) / German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig</institution>
        <addr-line content-type="city">Leipzig</addr-line>
        <country>Germany</country>
      </aff>
      <aff id="A2">
        <label>2</label>
        <addr-line content-type="verbatim">George Mason University, Fairfax, United States of America</addr-line>
        <institution>George Mason University</institution>
        <addr-line content-type="city">Fairfax</addr-line>
        <country>United States of America</country>
      </aff>
      <aff id="A3">
        <label>3</label>
        <addr-line content-type="verbatim">International Institute for Applied Systems Analysis, Vienna, Austria</addr-line>
        <institution>International Institute for Applied Systems Analysis</institution>
        <addr-line content-type="city">Vienna</addr-line>
        <country>Austria</country>
      </aff>
      <aff id="A4">
        <label>4</label>
        <addr-line content-type="verbatim">CREAF, Barcelona, Spain</addr-line>
        <institution>CREAF</institution>
        <addr-line content-type="city">Barcelona</addr-line>
        <country>Spain</country>
      </aff>
      <aff id="A5">
        <label>5</label>
        <addr-line content-type="verbatim">iDiv, Leipzig, Germany</addr-line>
        <institution>iDiv</institution>
        <addr-line content-type="city">Leipzig</addr-line>
        <country>Germany</country>
      </aff>
      <author-notes>
        <fn fn-type="corresp">
          <p>Corresponding author: Tom Breeze (<email xlink:type="simple">t.d.breeze@reading.ac.uk</email>).</p>
        </fn>
        <fn fn-type="edited-by">
          <p>Academic editor: </p>
        </fn>
      </author-notes>
      <pub-date pub-type="collection">
        <year>2023</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>02</day>
        <month>05</month>
        <year>2023</year>
      </pub-date>
      <volume>4</volume>
      <uri content-type="arpha" xlink:href="http://openbiodiv.net/DDEACF5A-17DA-51D7-ABF0-551475304364">DDEACF5A-17DA-51D7-ABF0-551475304364</uri>
      <history>
        <date date-type="received">
          <day>27</day>
          <month>04</month>
          <year>2023</year>
        </date>
        <date date-type="accepted">
          <day>27</day>
          <month>04</month>
          <year>2023</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>Tom Breeze, Miguel Fernandez, Ian McCallum, Alejandra Morán-Ordóñez, Henrique Pereira, Jessi Junker</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 preprint 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>Financial factors are among the most widely cited bottlenecks around biodiversity monitoring but are relatively poorly studied, compared to monitoring methodologies. The existing body of literature on the cost-effectiveness of monitoring focuses heavily on the hypothetical costs of generating data rather than the practical realities of undertaking and managing monitoring. To address this we used a combination of surveys and semi-structured interviews with 67 biodiversity monitoring managers to provide an in-depth exploration of 1) what are the main rivers of their costs, 2) how different factors affect their cost-effectiveness in generating biodiversity monitoring data, 3) What is the scale and economic value of volunteer labor and 4) what are the main cost bottlenecks and spending priorities. Analysis of these responses demonstrates that monitoring efforts are able to generate more data at a lower cost when they have a) higher numbers of volunteers, b) greater densities of sites and c) monitor a wider range of taxa and habitats. Volunteer labour was worth millions of Euros to these organizations, sometimes more than their total costs. Total budgets and volunteer recruitment and retention were the main cost related bottlenecks among respondents, while staff recruitment was the highest priority for new spending.  The results and discussion around them highlight the challenges faced by biodiversity monitoring organizations, particularly in recruiting and retaining qualified staff for the long-term. We produce a series of nine key messages and six recommendations for policy-markers and funders going forward.</p>
      </abstract>
    </article-meta>
  </front>
</article>
