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D4.5 Report on FAIR Data Assessment Toolset and Badging Scheme

Huber, Robert; Cepinskas, Linas; Davidson, Joy; Herterich, Patricia; L'Hours, Hervé; Mokrane, Mustapha; von Stein, Ilona; Verburg, Maaike


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  <identifier identifierType="DOI">10.5281/zenodo.5336159</identifier>
  <creators>
    <creator>
      <creatorName>Huber, Robert</creatorName>
      <givenName>Robert</givenName>
      <familyName>Huber</familyName>
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      <affiliation>UniHB</affiliation>
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    <creator>
      <creatorName>Cepinskas, Linas</creatorName>
      <givenName>Linas</givenName>
      <familyName>Cepinskas</familyName>
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      <affiliation>DANS</affiliation>
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      <creatorName>Davidson, Joy</creatorName>
      <givenName>Joy</givenName>
      <familyName>Davidson</familyName>
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      <affiliation>DCC</affiliation>
    </creator>
    <creator>
      <creatorName>Herterich, Patricia</creatorName>
      <givenName>Patricia</givenName>
      <familyName>Herterich</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-4542-9906</nameIdentifier>
      <affiliation>DCC</affiliation>
    </creator>
    <creator>
      <creatorName>L'Hours, Hervé</creatorName>
      <givenName>Hervé</givenName>
      <familyName>L'Hours</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0001-5137-3032</nameIdentifier>
      <affiliation>UKDA</affiliation>
    </creator>
    <creator>
      <creatorName>Mokrane, Mustapha</creatorName>
      <givenName>Mustapha</givenName>
      <familyName>Mokrane</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-0925-7983</nameIdentifier>
      <affiliation>DANS</affiliation>
    </creator>
    <creator>
      <creatorName>von Stein, Ilona</creatorName>
      <givenName>Ilona</givenName>
      <familyName>von Stein</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0003-3179-0773</nameIdentifier>
      <affiliation>DANS</affiliation>
    </creator>
    <creator>
      <creatorName>Verburg, Maaike</creatorName>
      <givenName>Maaike</givenName>
      <familyName>Verburg</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0001-9408-3190</nameIdentifier>
      <affiliation>DANS</affiliation>
    </creator>
  </creators>
  <titles>
    <title>D4.5 Report on FAIR Data Assessment Toolset and Badging Scheme</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2021</publicationYear>
  <subjects>
    <subject>metadata</subject>
    <subject>data identifier</subject>
    <subject>FAIR Principles</subject>
    <subject>FAIR</subject>
    <subject>EOSC</subject>
    <subject>FAIR Data</subject>
    <subject>FAIRness Assessment Tools</subject>
    <subject>CoreTrustSeal</subject>
    <subject>Trustworthy Digital Repository</subject>
  </subjects>
  <dates>
    <date dateType="Issued">2021-08-31</date>
  </dates>
  <language>en</language>
  <resourceType resourceTypeGeneral="Text">Project deliverable</resourceType>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/5336159</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.5336158</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://zenodo.org/communities/fairsfair</relatedIdentifier>
  </relatedIdentifiers>
  <version>V1.0_DRAFT</version>
  <rightsList>
    <rights rightsURI="https://creativecommons.org/licenses/by/4.0/legalcode">Creative Commons Attribution 4.0 International</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;Providing practical solutions for implementing FAIR principles throughout the lifecycle of research data is one of the main goals of the FAIRsFAIR project. This report provides an update of the FAIR assessment metrics developed by&amp;nbsp; the task 4.5 team and describes in detail two practical tools for assessing the FAIRness of research data during data acquisition, and for data already archived in a trusted data repository. The tools are named FAIR-Aware, and F-UJI. The report also presents a badging scheme for visualising and sharing the FAIR level of individual datasets.&lt;/p&gt;</description>
  </descriptions>
  <fundingReferences>
    <fundingReference>
      <funderName>European Commission</funderName>
      <funderIdentifier funderIdentifierType="Crossref Funder ID">10.13039/501100000780</funderIdentifier>
      <awardNumber awardURI="info:eu-repo/grantAgreement/EC/H2020/831558/">831558</awardNumber>
      <awardTitle>Fostering FAIR Data Practices in Europe</awardTitle>
    </fundingReference>
  </fundingReferences>
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