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  <identifier identifierType="DOI">10.48364/ISIMIP.682003.1</identifier>
  <creators>
    <creator>
      <creatorName nameType="Personal">Christoph Müller</creatorName>
      <givenName>Christoph</givenName>
      <familyName>Müller</familyName>
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    <creator>
      <creatorName nameType="Personal">Joshua W. Elliott</creatorName>
      <givenName>Joshua W.</givenName>
      <familyName>Elliott</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID">0000-0003-0258-9886</nameIdentifier>
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    <creator>
      <creatorName nameType="Personal">Christian Folberth</creatorName>
      <givenName>Christian</givenName>
      <familyName>Folberth</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID">0000-0002-6738-5238</nameIdentifier>
    </creator>
    <creator>
      <creatorName nameType="Personal">Jonas Jägermeyr</creatorName>
      <givenName>Jonas</givenName>
      <familyName>Jägermeyr</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID">0000-0002-8368-0018</nameIdentifier>
    </creator>
    <creator>
      <creatorName nameType="Personal">Nikolay Khabarov</creatorName>
      <givenName>Nikolay</givenName>
      <familyName>Khabarov</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID">0000-0001-5372-4668</nameIdentifier>
    </creator>
    <creator>
      <creatorName nameType="Personal">Sonia Seneviratne</creatorName>
      <givenName>Sonia</givenName>
      <familyName>Seneviratne</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID">0000-0001-9528-2917</nameIdentifier>
    </creator>
    <creator>
      <creatorName nameType="Personal">Wim Thiery</creatorName>
      <givenName>Wim</givenName>
      <familyName>Thiery</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID">0000-0002-5183-6145</nameIdentifier>
    </creator>
    <creator>
      <creatorName nameType="Personal">Katja Frieler</creatorName>
      <givenName>Katja</givenName>
      <familyName>Frieler</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID">0000-0003-4869-3013</nameIdentifier>
    </creator>
  </creators>
  <titles>
    <title>ISIMIP2b Simulation Data from the Agriculture Sector</title>
  </titles>
  <publisher>ISIMIP Repository</publisher>
  <publicationYear>2024</publicationYear>
  <subjects>
    <subject subjectScheme="NASA/GCMD Earth Science Keywords">EARTH SCIENCE &gt; AGRICULTURE &gt; AGRICULTURAL CHEMICALS &gt; FERTILIZERS</subject>
    <subject subjectScheme="NASA/GCMD Earth Science Keywords">EARTH SCIENCE &gt; AGRICULTURE &gt; AGRICULTURAL PLANT SCIENCE &gt; CROP/PLANT YIELDS</subject>
    <subject subjectScheme="NASA/GCMD Earth Science Keywords">EARTH SCIENCE &gt; AGRICULTURE &gt; AGRICULTURAL PLANT SCIENCE &gt; IRRIGATION</subject>
    <subject subjectScheme="https://gcmd.earthdata.nasa.gov/kms/concept/5ed7811a-2ba1-4985-9f1c-a78c802fa27f">EARTH SCIENCE &gt; AGRICULTURE &gt; SOILS &gt; NITROGEN</subject>
    <subject subjectScheme="NASA/GCMD Earth Science Keywords">EARTH SCIENCE &gt; ATMOSPHERE &gt; ATMOSPHERIC WATER VAPOR &gt; EVAPOTRANSPIRATION</subject>
    <subject subjectScheme="NASA/GCMD Earth Science Keywords">EARTH SCIENCE &gt; CLIMATE INDICATORS &gt; LAND SURFACE/AGRICULTURE INDICATORS &gt; LENGTH OF GROWING SEASON</subject>
    <subject subjectScheme="NASA/GCMD Earth Science Keywords">EARTH SCIENCE &gt; HUMAN DIMENSIONS &gt; ECONOMIC RESOURCES &gt; AGRICULTURE PRODUCTION</subject>
    <subject subjectScheme="NASA/GCMD Earth Science Keywords">EARTH SCIENCE &gt; HUMAN DIMENSIONS &gt; ENVIRONMENTAL GOVERNANCE/MANAGEMENT &gt; ENVIRONMENTAL ASSESSMENTS</subject>
    <subject subjectScheme="NASA/GCMD Earth Science Keywords">EARTH SCIENCE &gt; HUMAN DIMENSIONS &gt; ENVIRONMENTAL GOVERNANCE/MANAGEMENT &gt; LAND MANAGEMENT</subject>
    <subject subjectScheme="NASA/GCMD Earth Science Keywords">EARTH SCIENCE &gt; HUMAN DIMENSIONS &gt; HABITAT CONVERSION/FRAGMENTATION &gt; IRRIGATION</subject>
    <subject subjectScheme="NASA/GCMD Earth Science Keywords">EARTH SCIENCE &gt; HUMAN DIMENSIONS &gt; NATURAL HAZARDS &gt; FAMINE</subject>
    <subject subjectScheme="NASA/GCMD Earth Science Keywords">EARTH SCIENCE &gt; HUMAN DIMENSIONS &gt; SUSTAINABILITY &gt; ENVIRONMENTAL SUSTAINABILITY</subject>
    <subject subjectScheme="NASA/GCMD Earth Science Keywords">EARTH SCIENCE &gt; HUMAN DIMENSIONS &gt; SUSTAINABILITY &gt; SUSTAINABLE DEVELOPMENT</subject>
    <subject subjectScheme="NASA/GCMD Earth Science Keywords">EARTH SCIENCE &gt; LAND SURFACE &gt; SOILS &gt; NITROGEN</subject>
    <subject subjectScheme="NASA/GCMD Earth Science Keywords">EARTH SCIENCE &gt; LAND SURFACE &gt; SOILS &gt; SOIL MOISTURE/WATER CONTENT</subject>
  </subjects>
  <contributors>
    <contributor contributorType="DataCurator">
      <contributorName nameType="Personal">Matthias Büchner</contributorName>
      <givenName>Matthias</givenName>
      <familyName>Büchner</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID">0000-0002-1382-7424</nameIdentifier>
    </contributor>
    <contributor contributorType="DataCurator">
      <contributorName nameType="Personal">Jochen Klar</contributorName>
      <givenName>Jochen</givenName>
      <familyName>Klar</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID">0000-0002-5883-4273</nameIdentifier>
    </contributor>
    <contributor contributorType="DataCurator">
      <contributorName nameType="Personal">Lisa Novak</contributorName>
      <givenName>Lisa</givenName>
      <familyName>Novak</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID">0009-0003-5086-1079</nameIdentifier>
    </contributor>
    <contributor contributorType="DataCurator">
      <contributorName nameType="Personal">Iliusi Vega del Valle</contributorName>
      <givenName>Iliusi</givenName>
      <familyName>Vega del Valle</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID">0000-0001-6902-2257</nameIdentifier>
    </contributor>
    <contributor contributorType="ProjectMember">
      <contributorName nameType="Personal">Stefanie Heinicke</contributorName>
      <givenName>Stefanie</givenName>
      <familyName>Heinicke</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID">0000-0003-0222-5281</nameIdentifier>
    </contributor>
    <contributor contributorType="ProjectMember">
      <contributorName nameType="Personal">Matthias Mengel</contributorName>
      <givenName>Matthias</givenName>
      <familyName>Mengel</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID">0000-0001-6724-9685</nameIdentifier>
    </contributor>
    <contributor contributorType="ProjectMember">
      <contributorName nameType="Personal">Christian Otto</contributorName>
      <givenName>Christian</givenName>
      <familyName>Otto</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID">0000-0001-5500-6774</nameIdentifier>
    </contributor>
    <contributor contributorType="ProjectMember">
      <contributorName nameType="Personal">Franziska Piontek</contributorName>
      <givenName>Franziska</givenName>
      <familyName>Piontek</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID">0000-0003-4305-7552</nameIdentifier>
    </contributor>
    <contributor contributorType="ProjectMember">
      <contributorName nameType="Personal">Dánnell Quesada-Chacón</contributorName>
      <givenName>Dánnell</givenName>
      <familyName>Quesada-Chacón</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID">0000-0001-5700-1846</nameIdentifier>
    </contributor>
    <contributor contributorType="ProjectMember">
      <contributorName nameType="Personal">Christopher P.O. Reyer</contributorName>
      <givenName>Christopher P.O.</givenName>
      <familyName>Reyer</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID">0000-0003-1067-1492</nameIdentifier>
    </contributor>
    <contributor contributorType="ProjectMember">
      <contributorName nameType="Personal">Inga Sauer</contributorName>
      <givenName>Inga</givenName>
      <familyName>Sauer</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID">0000-0002-9302-2131</nameIdentifier>
    </contributor>
    <contributor contributorType="ProjectMember">
      <contributorName nameType="Personal">Jacob Schewe</contributorName>
      <givenName>Jacob</givenName>
      <familyName>Schewe</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID">0000-0001-9455-4159</nameIdentifier>
    </contributor>
    <contributor contributorType="DataCurator">
      <contributorName nameType="Personal">Jan Volkholz</contributorName>
      <givenName>Jan</givenName>
      <familyName>Volkholz</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID">0000-0002-2533-3739</nameIdentifier>
    </contributor>
    <contributor contributorType="ProjectManager">
      <contributorName nameType="Personal">Martin Park</contributorName>
      <givenName>Martin</givenName>
      <familyName>Park</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID">0000-0002-2467-3256</nameIdentifier>
    </contributor>
    <contributor contributorType="ContactPerson">
      <contributorName nameType="Personal">Katja Frieler</contributorName>
      <givenName>Katja</givenName>
      <familyName>Frieler</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID">0000-0003-4869-3013</nameIdentifier>
    </contributor>
    <contributor contributorType="HostingInstitution">
      <contributorName nameType="Organizational">Potsdam Institute for Climate Impact Research (PIK)</contributorName>
      <nameIdentifier nameIdentifierScheme="ROR">03e8s1d88</nameIdentifier>
    </contributor>
  </contributors>
  <dates>
    <date dateType="Issued">2024-07-03</date>
  </dates>
  <language>en</language>
  <resourceType resourceTypeGeneral="Dataset">Output dataset</resourceType>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsDocumentedBy">https://www.isimip.org</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsDocumentedBy">https://www.isimip.org/protocol/2b/</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsDocumentedBy">https://www.isimip.org/impactmodels/details/201/</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsDocumentedBy">https://www.isimip.org/impactmodels/details/48/</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsDocumentedBy">https://www.isimip.org/impactmodels/details/83/</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="Cites">https://doi.org/10.1111/j.1365-2486.2006.01305.x</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="Cites">https://doi.org/10.1016/j.agee.2012.01.026</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="Cites">https://doi.org/10.5194/gmd-10-4321-2017</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="Cites">https://doi.org/10.1016/j.ecolmodel.2005.07.010</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="Cites">https://doi.org/10.13031/2013.31032</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="Cites">https://doi.org/10.1029/2011MS000045</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="Cites">https://doi.org/10.1016/j.agsy.2006.11.019</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="Cites">https://doi.org/10.1016/j.agrformet.2016.11.072</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="Cites">https://doi.org/10.1016/j.scitotenv.2016.08.093</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="Cites">https://doi.org/10.5194/gmd-2016-207</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="Cites">https://doi.org/10.1111/agec.12088</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="Cites">https://doi.org/10.1002/2016JD025740</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsNewVersionOf">https://doi.org/10.48364/ISIMIP.682003</relatedIdentifier>
  </relatedIdentifiers>
  <version>1.1</version>
  <rightsList>
    <rights rightsIdentifierScheme="SPDX" rightsIdentifier="CC-BY-4.0">Creative Commons Attribution 4.0 International (CC BY 4.0)</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">This dataset contains ISIMIP2b (https://www.isimip.org, Frieler et al. 2017) simulation data from 4 agriculture models: CLM4.5 (Thiery et al. 2017, Lawrence et al. 2011), GEPIC (Izaurralde et al. 2005, Williams et al. 1989, Williams et al. 2007, Folberth et al. 2012). LPJmL (Bondeau et al. 2007, Müller et al. 2013, Müller et al. 2016), PEPIC (Lui et al. 2016, Lui et al. 2016).&lt;br&gt;Version 1.1 fixes a minor issue with the metadata of LPJmL matyday files (https://data.isimip.org/issues/63/).</description>
    <description descriptionType="Methods">The ISIMIP2b agriculture outputs are based on simulations from agriculture models according to the ISIMIP2b protocol (https://www.isimip.org/protocol/2b/). A more detailed description of the models and model-specific amendments of the protocol are available at https://www.isimip.org/impactmodels.</description>
  </descriptions>
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        <northBoundLatitude>89.5</northBoundLatitude>
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