Poster Open Access

Semi-supervised Sentinel-2 tree species detection

Vermeer, Martijn; Sørensen, Tord K.; Völgyes, David; Fantin, Daniele; Miller, Heidrun


DCAT Export

<?xml version='1.0' encoding='utf-8'?>
<rdf:RDF xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:adms="http://www.w3.org/ns/adms#" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:dct="http://purl.org/dc/terms/" xmlns:dctype="http://purl.org/dc/dcmitype/" xmlns:dcat="http://www.w3.org/ns/dcat#" xmlns:duv="http://www.w3.org/ns/duv#" xmlns:foaf="http://xmlns.com/foaf/0.1/" xmlns:frapo="http://purl.org/cerif/frapo/" xmlns:geo="http://www.w3.org/2003/01/geo/wgs84_pos#" xmlns:gsp="http://www.opengis.net/ont/geosparql#" xmlns:locn="http://www.w3.org/ns/locn#" xmlns:org="http://www.w3.org/ns/org#" xmlns:owl="http://www.w3.org/2002/07/owl#" xmlns:prov="http://www.w3.org/ns/prov#" xmlns:rdfs="http://www.w3.org/2000/01/rdf-schema#" xmlns:schema="http://schema.org/" xmlns:skos="http://www.w3.org/2004/02/skos/core#" xmlns:vcard="http://www.w3.org/2006/vcard/ns#" xmlns:wdrs="http://www.w3.org/2007/05/powder-s#">
  <rdf:Description rdf:about="https://doi.org/10.5281/zenodo.6563721">
    <rdf:type rdf:resource="http://www.w3.org/ns/dcat#Dataset"/>
    <dct:type rdf:resource="http://purl.org/dc/dcmitype/Text"/>
    <dct:identifier rdf:datatype="http://www.w3.org/2001/XMLSchema#anyURI">https://doi.org/10.5281/zenodo.6563721</dct:identifier>
    <foaf:page rdf:resource="https://doi.org/10.5281/zenodo.6563721"/>
    <dct:creator>
      <rdf:Description rdf:about="http://orcid.org/0000-0002-2777-6584">
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <dct:identifier rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0000-0002-2777-6584</dct:identifier>
        <foaf:name>Vermeer, Martijn</foaf:name>
        <foaf:givenName>Martijn</foaf:givenName>
        <foaf:familyName>Vermeer</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Science and Technology AS</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description rdf:about="http://orcid.org/0000-0002-5879-3969">
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <dct:identifier rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0000-0002-5879-3969</dct:identifier>
        <foaf:name>Sørensen, Tord K.</foaf:name>
        <foaf:givenName>Tord K.</foaf:givenName>
        <foaf:familyName>Sørensen</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Science and Technology AS</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description rdf:about="http://orcid.org/0000-0001-9723-5532">
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <dct:identifier rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0000-0001-9723-5532</dct:identifier>
        <foaf:name>Völgyes, David</foaf:name>
        <foaf:givenName>David</foaf:givenName>
        <foaf:familyName>Völgyes</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Science and Technology AS</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description rdf:about="http://orcid.org/0000-0002-5339-0239">
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <dct:identifier rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0000-0002-5339-0239</dct:identifier>
        <foaf:name>Fantin, Daniele</foaf:name>
        <foaf:givenName>Daniele</foaf:givenName>
        <foaf:familyName>Fantin</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Science and Technology AS</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description rdf:about="http://orcid.org/0000-0002-1637-9719">
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <dct:identifier rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0000-0002-1637-9719</dct:identifier>
        <foaf:name>Miller, Heidrun</foaf:name>
        <foaf:givenName>Heidrun</foaf:givenName>
        <foaf:familyName>Miller</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Allskog SA</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:title>Semi-supervised Sentinel-2 tree species detection</dct:title>
    <dct:publisher>
      <foaf:Agent>
        <foaf:name>Zenodo</foaf:name>
      </foaf:Agent>
    </dct:publisher>
    <dct:issued rdf:datatype="http://www.w3.org/2001/XMLSchema#gYear">2022</dct:issued>
    <dct:issued rdf:datatype="http://www.w3.org/2001/XMLSchema#date">2022-05-19</dct:issued>
    <dct:language rdf:resource="http://publications.europa.eu/resource/authority/language/ENG"/>
    <owl:sameAs rdf:resource="https://zenodo.org/record/6563721"/>
    <adms:identifier>
      <adms:Identifier>
        <skos:notation rdf:datatype="http://www.w3.org/2001/XMLSchema#anyURI">https://zenodo.org/record/6563721</skos:notation>
        <adms:schemeAgency>url</adms:schemeAgency>
      </adms:Identifier>
    </adms:identifier>
    <dct:isVersionOf rdf:resource="https://doi.org/10.5281/zenodo.6563720"/>
    <dct:description>&lt;p&gt;For forest management the availability of complete and up-to-date forest inventories is essential, with one of the most important parameters&amp;nbsp;being the volumetric tree species distribution. Unfortunately, tree species mapping in Norwegian&amp;nbsp;production forests is a time-consuming and largely&amp;nbsp;manual process, leading to forest inventories that&amp;nbsp;are often incomplete and/or outdated. Indeed, the&amp;nbsp;determination of the tree species distribution is&amp;nbsp;currently performed by a forestry expert, mainly&lt;br&gt; by visual interpretation of aerial imagery and in&amp;nbsp;some cases lidar data. High resolution aerial imagery is available, however&amp;nbsp; campaigns are expensive and therefore infrequent. Satellite imagery, on&amp;nbsp;the other hand, provides dense time series, but has&amp;nbsp;a much lower resolution. The primary goal of the&amp;nbsp;SENTREE project is to automate the classification&amp;nbsp;of Norwegian main production tree species (Norway spruce, Scots pine and Birch) using semantic&amp;nbsp;segmentation networks on a fusion of aerial and&amp;nbsp;satellite data sources.&lt;/p&gt;</dct:description>
    <dct:accessRights rdf:resource="http://publications.europa.eu/resource/authority/access-right/PUBLIC"/>
    <dct:accessRights>
      <dct:RightsStatement rdf:about="info:eu-repo/semantics/openAccess">
        <rdfs:label>Open Access</rdfs:label>
      </dct:RightsStatement>
    </dct:accessRights>
    <dcat:distribution>
      <dcat:Distribution>
        <dct:license rdf:resource="https://creativecommons.org/licenses/by/4.0/legalcode"/>
        <dcat:accessURL rdf:resource="https://doi.org/10.5281/zenodo.6563721"/>
      </dcat:Distribution>
    </dcat:distribution>
    <dcat:distribution>
      <dcat:Distribution>
        <dcat:accessURL rdf:resource="https://doi.org/10.5281/zenodo.6563721"/>
        <dcat:byteSize>13362140</dcat:byteSize>
        <dcat:downloadURL rdf:resource="https://zenodo.org/record/6563721/files/poster.pdf"/>
        <dcat:mediaType>application/pdf</dcat:mediaType>
      </dcat:Distribution>
    </dcat:distribution>
  </rdf:Description>
</rdf:RDF>
52
51
views
downloads
All versions This version
Views 5252
Downloads 5151
Data volume 681.5 MB681.5 MB
Unique views 4848
Unique downloads 4141

Share

Cite as