<ddi:DDIInstance xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="ddi:instance:3_3 http://ddialliance.org/Specification/DDI-Lifecycle/3.3/XMLSchema/instance.xsd" xmlns:xsd="http://www.w3.org/2001/XMLSchema" xmlns:ddi="ddi:instance:3_3" xmlns:r="ddi:reusable:3_3" xmlns:s="ddi:studyunit:3_3" xmlns:d="ddi:datacollection:3_3" xmlns:a="ddi:archive:3_3" xmlns:c="ddi:conceptualcomponent:3_3" xmlns:cm="ddi:comparative:3_3" xmlns:g="ddi:group:3_3" xmlns:l="ddi:logicalproduct:3_3" xmlns:p="ddi:physicaldataproduct:3_3" xmlns:pi="ddi:physicalinstance:3_3" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xhtml="http://www.w3.org/1999/xhtml" xmlns:xml="http://www.w3.org/XML/1998/namespace" isMaintainable="true" scopeOfUniqueness="Agency">
  <r:URN>urn:ddi:se.researchdata:2024-360:1</r:URN>
  <r:Agency>SND</r:Agency>
  <r:ID>2024-360</r:ID>
  <r:Version>1</r:Version>
  <g:ResourcePackage>
    <r:URN>urn:ddi:se.researchdata:2024-360.ResourcePackage:2.0</r:URN>
    <r:OtherMaterialScheme>
      <r:URN>urn:ddi:se.researchdata:2024-360.OtherMaterialScheme:2.0</r:URN>
      <r:OtherMaterial>
        <r:URN>urn:ddi:se.researchdata:2024-392:1.1</r:URN>
        <r:TypeOfMaterial>Dataset</r:TypeOfMaterial>
        <r:Citation>
          <r:Title>
            <r:String xml:lang="sv">Multi-source Mapping of Peatland Types using Sentinel-1, Sentinel-2 and Terrain Derivatives – A Comparison Between Five High-latitude Landscapes</r:String>
            <r:String xml:lang="en">Multi-source Mapping of Peatland Types using Sentinel-1, Sentinel-2 and Terrain Derivatives – A Comparison Between Five High-latitude Landscapes</r:String>
          </r:Title>
        </r:Citation>
        <r:ExternalURLReference>https://snd.se/catalogue/dataset/2024-392</r:ExternalURLReference>
      </r:OtherMaterial>
    </r:OtherMaterialScheme>
    <a:OrganizationScheme>
      <r:URN>urn:ddi:se.researchdata:2024-360.OrganizationScheme-0:2.0</r:URN>
      <a:Individual>
        <r:URN>urn:ddi:se.researchdata:2024-360.Individual-0:2.0</r:URN>
        <r:UserAttributePair>
          <r:AttributeKey>affiliation</r:AttributeKey>
          <r:AttributeValue>Linköping University</r:AttributeValue>
        </r:UserAttributePair>
        <a:IndividualIdentification>
          <a:IndividualName>
            <a:FirstGiven>Martin</a:FirstGiven>
            <a:LastFamily>Karlson</a:LastFamily>
            <a:FullName>
              <r:String>Martin Karlson</r:String>
            </a:FullName>
          </a:IndividualName>
          <a:ResearcherID>
            <a:TypeOfID>ORCID</a:TypeOfID>
            <a:ResearcherIdentification>0000-0002-3926-3671</a:ResearcherIdentification>
          </a:ResearcherID>
        </a:IndividualIdentification>
      </a:Individual>
    </a:OrganizationScheme>
  </g:ResourcePackage>
  <s:StudyUnit>
    <r:URN>urn:ddi:se.researchdata:2024-360.StudyUnit:2.0</r:URN>
    <r:UserID typeOfUserID="datasetIdentifier">2024-360</r:UserID>
    <r:Citation>
      <r:Title>
        <r:String xml:lang="sv">Multi-source mapping of peatland types – A comparison between five high-latitude landscapes: Remote sensing predictor variables and field reference data</r:String>
        <r:String xml:lang="en">Multi-source mapping of peatland types – A comparison between five high-latitude landscapes: Remote sensing predictor variables and field reference data</r:String>
      </r:Title>
      <r:Creator>
        <r:CreatorReference>
          <r:URN>urn:ddi:se.researchdata:2024-360.Individual-0:2.0</r:URN>
          <r:TypeOfObject>Individual</r:TypeOfObject>
        </r:CreatorReference>
      </r:Creator>
      <r:Publisher>
        <r:PublisherName>
          <r:String xml:lang="sv">Linköpings universitet</r:String>
          <r:String xml:lang="en">Linköping University</r:String>
        </r:PublisherName>
      </r:Publisher>
      <r:Publisher>
        <r:PublisherName>
          <r:String xml:lang="sv">Linköpings universitet</r:String>
          <r:String xml:lang="en">Linköping University</r:String>
        </r:PublisherName>
      </r:Publisher>
      <r:PublicationDate>
        <r:SimpleDate>2022-05-16</r:SimpleDate>
      </r:PublicationDate>
      <r:InternationalIdentifier>
        <r:IdentifierContent>10.48360/zgqx-7524</r:IdentifierContent>
        <r:ManagingAgency controlledVocabularyAgencyName="DOI">DOI</r:ManagingAgency>
      </r:InternationalIdentifier>
    </r:Citation>
    <r:Abstract>
      <r:Content xml:lang="en">Dataset used in the publication "Multi-source mapping of peatland types using Sentinel-1, Sentinel-2 and terrain derivatives – A comparison between five high-latitude landscapes". The dataset includes preprocessed predictor variables in image format (geoTIFF) from Sentinel-1, Sentinel-2 and Copernicus DEM for the five sites, including North Slope (Alaska), Yukon (Canada), Great Slave Lake (Canada), Hudson Bay Lowlands (Canada) and northern Sweden (Scandinavia). It also includes reference data (shape files) used for training and validation of classification models.

The dataset includes preprocessed predictor variables in image format (geoTIFF) from Sentinel-1, Sentinel-2 and Copernicus DEM for the five sites, including North Slope (Alaska), Yukon (Canada), Great Slave Lake (Canada), Hudson Bay Lowlands (Canada) and northern Sweden (Scandinavia). It also includes reference data (shape files) used for training and validation of classification models. 

The dataset was originally published in DiVA and moved to SND in 2024.</r:Content>
    </r:Abstract>
    <r:Coverage>
      <r:TopicalCoverage>
        <r:URN>urn:ddi:se.researchdata:2024-360.TopicalCoverage:2.0</r:URN>
        <r:Subject xml:lang="en" controlledVocabularyID="10507" controlledVocabularyName="Standard för svensk indelning av forskningsämnen 2025">Physical Geography</r:Subject>
        <r:Subject xml:lang="sv" controlledVocabularyID="10507" controlledVocabularyName="Standard för svensk indelning av forskningsämnen 2025">Naturgeografi</r:Subject>
        <r:Subject xml:lang="en" controlledVocabularyID="20703" controlledVocabularyName="Standard för svensk indelning av forskningsämnen 2025">Earth Observation</r:Subject>
        <r:Subject xml:lang="sv" controlledVocabularyID="20703" controlledVocabularyName="Standard för svensk indelning av forskningsämnen 2025">Jordobservationsteknik</r:Subject>
        <r:Keyword xml:lang="en" controlledVocabularyID="p25034" controlledVocabularyName="YSO">peatland types</r:Keyword>
        <r:Keyword xml:lang="sv" controlledVocabularyID="p25034" controlledVocabularyName="YSO">myrtyper</r:Keyword>
      </r:TopicalCoverage>
      <r:SpatialCoverage />
    </r:Coverage>
    <a:Archive>
      <r:URN>urn:ddi:se.researchdata:2024-360.Archive:2.0</r:URN>
      <a:ArchiveSpecific>
        <a:Item>
          <a:Access>
            <r:URN>urn:ddi:se.researchdata:2024-360.Archive-ArchiveSpecificType-AccessType:2.0</r:URN>
            <a:TypeOfAccess controlledVocabularyName="info:eu-repo-Access-Terms vocabulary">openAccess</a:TypeOfAccess>
          </a:Access>
          <a:DataFileQuantity>4</a:DataFileQuantity>
        </a:Item>
      </a:ArchiveSpecific>
    </a:Archive>
  </s:StudyUnit>
</ddi:DDIInstance>