Report Open Access

Big Data in Marine Science

Guidi, Lionel; Fernàndez-Guerra, Antonio; Bakker, Dorothee; Canchaya, Carlos; Curry, Edward; Foglini, Federica; Irission, Jean-Olivier; Malde, Ketil; Marshall, C. Tara; Obst, Matthias; Ribeiro, Rita P.; Tjiputra, Jerry


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.3755793">
    <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.3755793</dct:identifier>
    <foaf:page rdf:resource="https://doi.org/10.5281/zenodo.3755793"/>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Guidi, Lionel</foaf:name>
        <foaf:givenName>Lionel</foaf:givenName>
        <foaf:familyName>Guidi</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Villefrance Oceanography Laboratory (LOV), CNRS</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Fernàndez-Guerra, Antonio</foaf:name>
        <foaf:givenName>Antonio</foaf:givenName>
        <foaf:familyName>Fernàndez-Guerra</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Lundbeck Foundation GeoGenetics Centre, University of Copenhagen</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Bakker, Dorothee</foaf:name>
        <foaf:givenName>Dorothee</foaf:givenName>
        <foaf:familyName>Bakker</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>University of East Anglia (UEA)</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Canchaya, Carlos</foaf:name>
        <foaf:givenName>Carlos</foaf:givenName>
        <foaf:familyName>Canchaya</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>University of Vigo</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Curry, Edward</foaf:name>
        <foaf:givenName>Edward</foaf:givenName>
        <foaf:familyName>Curry</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>National University of Ireland Galway (NUIG)</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Foglini, Federica</foaf:name>
        <foaf:givenName>Federica</foaf:givenName>
        <foaf:familyName>Foglini</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Consiglio Nazionale delle Ricerche (CNR)</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Irission, Jean-Olivier</foaf:name>
        <foaf:givenName>Jean-Olivier</foaf:givenName>
        <foaf:familyName>Irission</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Villefrance Oceanography Laboratory (LOV), CNRS</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Malde, Ketil</foaf:name>
        <foaf:givenName>Ketil</foaf:givenName>
        <foaf:familyName>Malde</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Institute of Marine Research (IMR)</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Marshall, C. Tara</foaf:name>
        <foaf:givenName>C. Tara</foaf:givenName>
        <foaf:familyName>Marshall</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>University of Aberdeen</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Obst, Matthias</foaf:name>
        <foaf:givenName>Matthias</foaf:givenName>
        <foaf:familyName>Obst</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>University of Gothenburg</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Ribeiro, Rita P.</foaf:name>
        <foaf:givenName>Rita P.</foaf:givenName>
        <foaf:familyName>Ribeiro</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>University of Porto</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Tjiputra, Jerry</foaf:name>
        <foaf:givenName>Jerry</foaf:givenName>
        <foaf:familyName>Tjiputra</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Norwegian Research Centre (NORCE)</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:title>Big Data in Marine Science</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">2020</dct:issued>
    <dcat:keyword>Big data</dcat:keyword>
    <dcat:keyword>Marine science</dcat:keyword>
    <dcat:keyword>Artificial intelligence</dcat:keyword>
    <dcat:keyword>Machine learning</dcat:keyword>
    <dcat:keyword>Aquaculture</dcat:keyword>
    <dcat:keyword>Climate change</dcat:keyword>
    <dcat:keyword>Marine biogeochemistry</dcat:keyword>
    <dcat:keyword>Marine biological observations</dcat:keyword>
    <dcat:keyword>Habitat mapping</dcat:keyword>
    <dcat:keyword>Marine protected areas</dcat:keyword>
    <dct:issued rdf:datatype="http://www.w3.org/2001/XMLSchema#date">2020-04-29</dct:issued>
    <owl:sameAs rdf:resource="https://zenodo.org/record/3755793"/>
    <adms:identifier>
      <adms:Identifier>
        <skos:notation rdf:datatype="http://www.w3.org/2001/XMLSchema#anyURI">https://zenodo.org/record/3755793</skos:notation>
        <adms:schemeAgency>url</adms:schemeAgency>
      </adms:Identifier>
    </adms:identifier>
    <dct:isVersionOf rdf:resource="https://doi.org/10.5281/zenodo.3755792"/>
    <dct:isPartOf rdf:resource="https://zenodo.org/communities/marine-and-aquatic-sciences"/>
    <dct:description>&lt;p&gt;This document explores the potential of big data, i.e. large volumes of high variety data collected at high velocity, to advance marine science. Marine science is rapidly entering the digital age. Expansions in the scope and scale of ocean observations, as well as automated sampling and &amp;lsquo;smart sensors&amp;rsquo;, are leading to a continuous flood of data. This provides opportunities to transform the way we study and understand the ocean through more complex and interdisciplinary analyses, and offers novel approaches for the management of marine resources. However, more data do not necessarily mean that we have the right data to answer many critical scientific questions and to make well-informed, data-driven management decisions on the sustainable use of ocean resources. To increase the value of the wealth of marine big data, it must be openly shared, interoperable and integrated into complex transdisciplinary analyses using artificial intelligence.&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.3755793"/>
      </dcat:Distribution>
    </dcat:distribution>
    <dcat:distribution>
      <dcat:Distribution>
        <dcat:accessURL>https://doi.org/10.5281/zenodo.3755793</dcat:accessURL>
        <dcat:byteSize>9088688</dcat:byteSize>
        <dcat:downloadURL>https://zenodo.org/record/3755793/files/EMB_FSB6_BigData_Web_v3.pdf</dcat:downloadURL>
        <dcat:mediaType>application/pdf</dcat:mediaType>
      </dcat:Distribution>
    </dcat:distribution>
  </rdf:Description>
</rdf:RDF>
146
108
views
downloads
All versions This version
Views 146146
Downloads 108108
Data volume 981.6 MB981.6 MB
Unique views 116116
Unique downloads 7979

Share

Cite as