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  <identifier identifierType="DOI">10.7923/30CA-6G41</identifier>
  <creators>
    <creator>
      <creatorName nameType="Personal">Robb, Brecken</creatorName>
      <givenName>Brecken</givenName>
      <familyName>Robb</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="https://orcid.org">https://orcid.org/0000-0001-9016-249X</nameIdentifier>
      <affiliation affiliationIdentifier="https://ror.org/02e3zdp86" affiliationIdentifierScheme="ROR" schemeURI="https://ror.org">Boise State University</affiliation>
    </creator>
    <creator>
      <creatorName nameType="Personal">Olsoy, Peter</creatorName>
      <givenName>Peter</givenName>
      <familyName>Olsoy</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="https://orcid.org">https://orcid.org/0000-0002-8785-0459</nameIdentifier>
      <affiliation affiliationIdentifier="https://ror.org/02e3zdp86" affiliationIdentifierScheme="ROR" schemeURI="https://ror.org">Boise State University</affiliation>
    </creator>
    <creator>
      <creatorName nameType="Personal">Mitchell, Jessica</creatorName>
      <givenName>Jessica</givenName>
      <familyName>Mitchell</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="https://orcid.org">https://orcid.org/0000-0002-3126-010X</nameIdentifier>
      <affiliation affiliationIdentifier="https://ror.org/0078xmk34" affiliationIdentifierScheme="ROR" schemeURI="https://ror.org">University of Montana</affiliation>
    </creator>
    <creator>
      <creatorName nameType="Personal">Caughlin, T. Trevor</creatorName>
      <givenName>T. Trevor</givenName>
      <familyName>Caughlin</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="https://orcid.org">https://orcid.org/0000-0001-6752-2055</nameIdentifier>
      <affiliation affiliationIdentifier="https://ror.org/02e3zdp86" affiliationIdentifierScheme="ROR" schemeURI="https://ror.org">Boise State University</affiliation>
    </creator>
    <creator>
      <creatorName nameType="Personal">Delparte, Donna</creatorName>
      <givenName>Donna</givenName>
      <familyName>Delparte</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="https://orcid.org">https://orcid.org/0000-0002-9107-5117</nameIdentifier>
      <affiliation affiliationIdentifier="https://ror.org/0162z8b04" affiliationIdentifierScheme="ROR" schemeURI="https://ror.org">Idaho State University</affiliation>
    </creator>
    <creator>
      <creatorName nameType="Personal">Galla, Stephanie</creatorName>
      <givenName>Stephanie</givenName>
      <familyName>Galla</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="https://orcid.org">https://orcid.org/0000-0002-4650-8067</nameIdentifier>
      <affiliation affiliationIdentifier="https://ror.org/02e3zdp86" affiliationIdentifierScheme="ROR" schemeURI="https://ror.org">Boise State University</affiliation>
    </creator>
    <creator>
      <creatorName nameType="Personal">Fremgen-Tarantino, Marcella R.</creatorName>
      <givenName>Marcella R.</givenName>
      <familyName>Fremgen-Tarantino</familyName>
      <affiliation affiliationIdentifier="https://ror.org/02e3zdp86" affiliationIdentifierScheme="ROR" schemeURI="https://ror.org">Boise State University</affiliation>
    </creator>
    <creator>
      <creatorName nameType="Personal">Nobler, Jordan D.</creatorName>
      <givenName>Jordan D.</givenName>
      <familyName>Nobler</familyName>
      <affiliation affiliationIdentifier="https://ror.org/02e3zdp86" affiliationIdentifierScheme="ROR" schemeURI="https://ror.org">Boise State University</affiliation>
    </creator>
    <creator>
      <creatorName nameType="Personal">Rachlow, Janet</creatorName>
      <givenName>Janet</givenName>
      <familyName>Rachlow</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="https://orcid.org">https://orcid.org/0000-0001-8810-9614</nameIdentifier>
      <affiliation affiliationIdentifier="https://ror.org/03hbp5t65" affiliationIdentifierScheme="ROR" schemeURI="https://ror.org">University of Idaho</affiliation>
    </creator>
    <creator>
      <creatorName nameType="Personal">Shipley, Lisa A.</creatorName>
      <givenName>Lisa A.</givenName>
      <familyName>Shipley</familyName>
      <affiliation affiliationIdentifier="https://ror.org/05dk0ce17" affiliationIdentifierScheme="ROR" schemeURI="https://ror.org">Washington State University</affiliation>
    </creator>
    <creator>
      <creatorName nameType="Personal">Sorensen Forbey, Jennifer</creatorName>
      <givenName>Jennifer</givenName>
      <familyName>Sorensen Forbey</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="https://orcid.org">https://orcid.org/0000-0001-6069-4049</nameIdentifier>
      <affiliation affiliationIdentifier="https://ror.org/02e3zdp86" affiliationIdentifierScheme="ROR" schemeURI="https://ror.org">Boise State University</affiliation>
    </creator>
  </creators>
  <titles>
    <title xml:lang="en">Data from: Near-infrared spectroscopy aids ecological restoration by classifying variation of taxonomy and phenology of a native shrub</title>
  </titles>
  <publisher>University of Idaho</publisher>
  <publicationYear>2021</publicationYear>
  <resourceType resourceTypeGeneral="Dataset">Dataset</resourceType>
  <subjects>
    <subject subjectScheme="Fields of Science and Technology (FOS)" schemeURI="http://www.oecd.org/science/inno" valueURI="http://www.oecd.org/science/inno/38235147.pdf">FOS: Biological sciences</subject>
    <subject subjectScheme="Fields of Science and Technology (FOS)" schemeURI="http://www.oecd.org/science/inno" valueURI="http://www.oecd.org/science/inno/38235147.pdf">FOS: Environmental engineering</subject>
  </subjects>
  <language>en</language>
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    <size>84.7MB</size>
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  <rightsList>
    <rights rightsURI="https://creativecommons.org/licenses/by/4.0/legalcode">Creative Commons Attribution 4.0 International</rights>
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  <descriptions>
    <description xml:lang="en" descriptionType="Abstract">Plant communities are composed of complex phenotypes that not only differ among taxonomic groups and habitats but also change over time within a species. Restoration projects (e.g., translocations, reseeding) can introduce new functional variation in plants, which further diversifies phenotypes and complicates our ability to identify locally adaptive phenotypes for future restoration. Near-infrared spectroscopy (NIRS) offers one approach to detect the chemical phenotypes that differentiate plant species, populations, and phenological states of individual plants over time. We used sagebrush (Artemisia spp.) as a case study to test the accuracy by which NIRS can classify variation within taxonomy and phenology of a plant that is extensively managed and restored. Our results demonstrated that NIRS can accurately classify species of sagebrush within a study site (75-96%), populations of sagebrush within a subspecies (99%), annual phenology within a population (>99%), and seasonal phenology within individual plants (>97%). Low classification accuracy by NIRS in some sites may reflect heterogeneity associated with natural hybridization, translocation of non-local seed sources from past restoration, or complex gene-by-environment (GxE) interactions. Advances in our ability to detect and interpret spectral signals from plants may improve both the selection of seed sources for targeted conservation and the capacity to monitor long-term changes in vegetation.</description>
  </descriptions>
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      <geoLocationPlace>Idaho USA</geoLocationPlace>
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        <eastBoundLongitude>-113.2</eastBoundLongitude>
        <southBoundLatitude>42.1</southBoundLatitude>
        <northBoundLatitude>44.7</northBoundLatitude>
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  <fundingReferences>
    <fundingReference>
      <funderName>National Science Foundation</funderName>
      <funderIdentifier funderIdentifierType="Crossref Funder ID">https://doi.org/10.13039/100000001</funderIdentifier>
      <awardNumber awardURI="https://www.nsf.gov/awardsearch/showAward?AWD_ID=1757324">OIA‐1757324</awardNumber>
      <awardTitle>RII Track-1: Linking Genome to Phenome to Predict Adaptive Responses of Organisms to Changing Landscapes</awardTitle>
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    <fundingReference>
      <funderName>National Science Foundation</funderName>
      <funderIdentifier funderIdentifierType="Crossref Funder ID">https://doi.org/10.13039/100000001</funderIdentifier>
      <awardNumber awardURI="https://www.nsf.gov/awardsearch/showAward?AWD_ID=1146194&HistoricalAwards=false">DEB-1146194</awardNumber>
      <awardTitle>Collaborative Research: Modeling the Tradeoffs within Food-, Fear-, and Thermal-Scapes to Explain Habitat Use by Mammalian Herbivores</awardTitle>
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    <fundingReference>
      <funderName>National Science Foundation</funderName>
      <funderIdentifier funderIdentifierType="Crossref Funder ID">https://doi.org/10.13039/100000001</funderIdentifier>
      <awardNumber awardURI="https://www.nsf.gov/awardsearch/showAward?AWD_ID=1146368">DEB-1146368</awardNumber>
      <awardTitle>Collaborative Research: Modeling the Tradeoffs within Food-, Fear-, and Thermal-Scapes to Explain Habitat Use by Mammalian Herbivores</awardTitle>
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    <fundingReference>
      <funderName>National Science Foundation</funderName>
      <funderIdentifier funderIdentifierType="Crossref Funder ID">https://doi.org/10.13039/100000001</funderIdentifier>
      <awardNumber awardURI="https://www.nsf.gov/awardsearch/showAward?AWD_ID=1146166&HistoricalAwards=false">DEB-1146166</awardNumber>
      <awardTitle>Collaborative Research: Modeling the Tradeoffs within Food-, Fear-, and Thermal-Scapes to Explain Habitat Use by Mammalian Herbivores</awardTitle>
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    <fundingReference>
      <funderName>National Science Foundation</funderName>
      <funderIdentifier funderIdentifierType="Crossref Funder ID">https://doi.org/10.13039/100000001</funderIdentifier>
      <awardNumber awardURI="https://www.nsf.gov/awardsearch/showAward?AWD_ID=1258217&HistoricalAwards=false">IOS-1258217</awardNumber>
      <awardTitle>Courtship Negotiation in a Life-history Context: Interaction between on- and off-lek Tactics in Sage-grouse</awardTitle>
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