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        <gco:LocalName>transformation</gco:LocalName>
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          <gmd:title>
            <gco:CharacterString>AquaticEye v0.2 - Beta user notebook</gco:CharacterString>
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            <gmd:CI_Date>
              <gmd:date>
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            <gmd:CI_Date>
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            <gmd:CI_Date>
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                <gco:Date>2025-03-06</gco:Date>
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        <gco:CharacterString>AquaticEye is a AI model trained to detect species in underwater imagery capture in UK waters. It was developed at Plymouth Marine Laboratory to evaluate the capability of AI models to automatically count species from videos. This notebook is a beta demonstrator of this model for non-expert users. This tool was created as part of the Defra Marine Natural Capital and Ecosystem Assessment Programme (mNCEA).</gco:CharacterString>
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          <gmd:positionName>
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        <gmd:CI_ResponsibleParty>
          <gmd:individualName>
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          <gmd:organisationName>
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                    <gco:CharacterString>forinfo@pml.ac.uk</gco:CharacterString>
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            <gmd:CI_Contact>
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                <gmd:CI_Telephone>
                  <gmd:voice>
                    <gco:CharacterString>+44 (0)1752 633 100</gco:CharacterString>
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      </gmd:pointOfContact>
      <!-- 9 Topic category (C) -->
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        <gmd:MD_TopicCategoryCode>biota</gmd:MD_TopicCategoryCode>
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      <gmd:topicCategory>
        <gmd:MD_TopicCategoryCode>geoscientificInformation</gmd:MD_TopicCategoryCode>
      </gmd:topicCategory>
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        <gmd:MD_TopicCategoryCode>oceans</gmd:MD_TopicCategoryCode>
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            <gmx:Anchor xlink:href="http://vocab.nerc.ac.uk/collection/N01/current/NDGO0001/">Marine Environmental Data and Information Network</gmx:Anchor>
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          <gmd:thesaurusName>
            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>MEDIN metadata record availability</gco:CharacterString>
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              <gmd:date>
                <gmd:CI_Date>
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                    <gco:Date>2025-03-07</gco:Date>
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                    <gmd:CI_DateTypeCode codeList="https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#CI_DateTypeCode" codeListValue="revision">revision</gmd:CI_DateTypeCode>
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      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
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            <gmx:Anchor xlink:href="http://vocab.nerc.ac.uk/collection/N01/current/accepted/" xlink:title="data.gov.uk">NDGO0005</gmx:Anchor>
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          <gmd:thesaurusName>
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                <gco:CharacterString>NDGO0005</gco:CharacterString>
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                <gmd:CI_Date>
                  <gmd:date>
                    <gco:Date>2025-03-07</gco:Date>
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                    <gmd:CI_DateTypeCode codeList="https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#CI_DateTypeCode" codeListValue="revision">revision</gmd:CI_DateTypeCode>
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        </gmd:MD_Keywords>
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      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
          <gmd:keyword>
            <gmx:Anchor xlink:href="http://vocab.nerc.ac.uk/collection/P22/current/32/">Species distribution</gmx:Anchor>
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          <gmd:thesaurusName>
            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>GEMET - INSPIRE themes, version 1.0</gco:CharacterString>
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              <gmd:date>
                <gmd:CI_Date>
                  <gmd:date>
                    <gco:Date>2021-09-28</gco:Date>
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                  <gmd:dateType>
                    <gmd:CI_DateTypeCode codeList="https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#CI_DateTypeCode" codeListValue="revision">revision</gmd:CI_DateTypeCode>
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          </gmd:thesaurusName>
        </gmd:MD_Keywords>
      </gmd:descriptiveKeywords>
      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
          <gmd:keyword>
            <gmx:Anchor xlink:href="http://vocab.nerc.ac.uk/collection/P02/current/SBPH/">Seabed photography</gmx:Anchor>
          </gmd:keyword>
          <gmd:thesaurusName>
            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>SeaDataNet Parameter Discovery Vocabulary</gco:CharacterString>
              </gmd:title>
              <gmd:date>
                <gmd:CI_Date>
                  <gmd:date>
                    <gco:Date>2021-09-28</gco:Date>
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                  <gmd:dateType>
                    <gmd:CI_DateTypeCode codeList="https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#CI_DateTypeCode" codeListValue="revision">revision</gmd:CI_DateTypeCode>
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        </gmd:MD_Keywords>
      </gmd:descriptiveKeywords>
      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
          <gmd:keyword>
            <gmx:Anchor xlink:href="http://inspire.ec.europa.eu/metadata-codelist/SpatialDataServiceCategory/thematicImageManipulationService">Image Manipulation Services</gmx:Anchor>
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          <gmd:thesaurusName>
            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>Commission Regulation (EC) No 1205/2008 of 3 December 2008 implementing Directive 2007/2/EC of the European Parliament and of the Council as regards metadata</gco:CharacterString>
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              <gmd:alternateTitle>
                <gco:CharacterString>INSPIRE Metadata Implementing Rules</gco:CharacterString>
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              <gmd:date>
                <gmd:CI_Date>
                  <gmd:date>
                    <gco:Date>2021-09-28</gco:Date>
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                  <gmd:dateType>
                    <gmd:CI_DateTypeCode codeList="https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#CI_DateTypeCode" codeListValue="revision">revision</gmd:CI_DateTypeCode>
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                    <gco:CharacterString>OJ:L:2008:326:0012:01</gco:CharacterString>
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              <gmd:otherCitationDetails>
                <gco:CharacterString>D 4 CLASSIFICATION OF SPATIAL DATA SERVICES</gco:CharacterString>
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      <!-- 13 Extent (O) -->
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              <gmd:westBoundLongitude>
                <gco:Decimal>-20.285157859325</gco:Decimal>
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                <gco:Decimal>48.609664175644</gco:Decimal>
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                <gco:Decimal>61.34618392152</gco:Decimal>
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          <gmd:geographicElement>
            <gmd:EX_GeographicDescription>
              <gmd:geographicIdentifier>
                <gmd:MD_Identifier>
                  <gmd:authority>
                    <gmd:CI_Citation>
                      <gmd:title>
                        <gco:CharacterString>SeaVox salt and freshwater body gazetteer</gco:CharacterString>
                      </gmd:title>
                      <gmd:date>
                        <gmd:CI_Date>
                          <gmd:date>
                            <gco:Date>2021-01-06</gco:Date>
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                          <gmd:dateType>
                            <gmd:CI_DateTypeCode codeList="https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#CI_DateTypeCode" codeListValue="creation">creation</gmd:CI_DateTypeCode>
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                        </gmd:CI_Date>
                      </gmd:date>
                    </gmd:CI_Citation>
                  </gmd:authority>
                  <gmd:code>
                    <gmx:Anchor xlink:href="http://vocab.nerc.ac.uk/collection/C19/current/">Northeast Atlantic Ocean (40W)</gmx:Anchor>
                  </gmd:code>
                </gmd:MD_Identifier>
              </gmd:geographicIdentifier>
            </gmd:EX_GeographicDescription>
          </gmd:geographicElement>
          <gmd:temporalElement>
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              <gmd:extent>
                <gml:TimePeriod gml:id="MEDIN_0b6825f0-04df-4c59-bdbd-0d10d87d05ff">
                  <gml:beginPosition>2025-03-06</gml:beginPosition>
                  <gml:endPosition>2025-03-06</gml:endPosition>
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              <gmd:minimumValue>
                <gco:Real>50</gco:Real>
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              <gmd:maximumValue>
                <gco:Real>2000</gco:Real>
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              <gmd:verticalCRS xlink:href="urn:ogc:def:crs:EPSG::5867" />
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      </gmd:extent>
      <!-- Element 19 Additional information (O) -->
      <!--Element 20 Limitations on public access (M)-->
      <gmd:resourceConstraints>
        <gmd:MD_LegalConstraints>
          <!--Element 20.1 Access Constraints (M)-->
          <gmd:accessConstraints>
            <gmd:MD_RestrictionCode codeList="https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_RestrictionCode" codeListValue="otherRestrictions">otherRestrictions</gmd:MD_RestrictionCode>
          </gmd:accessConstraints>
          <!--Element 20.2 Other Constraints (M)-->
          <gmd:otherConstraints>
            <gmx:Anchor xlink:href="http://inspire.ec.europa.eu/metadata-codelist/LimitationsOnPublicAccess/noLimitations">n/a</gmx:Anchor>
          </gmd:otherConstraints>
        </gmd:MD_LegalConstraints>
      </gmd:resourceConstraints>
      <!--Element 21 Conditions applying for access and use (M)-->
      <gmd:resourceConstraints>
        <gmd:MD_LegalConstraints>
          <!-- Element 21.1 Use Constraints (M) -->
          <gmd:useConstraints>
            <gmd:MD_RestrictionCode codeList="https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_RestrictionCode" codeListValue="otherRestrictions">otherRestrictions</gmd:MD_RestrictionCode>
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          <!-- Element 21.2 Other Constraints (M) -->
          <gmd:otherConstraints>
            <gco:CharacterString>open access</gco:CharacterString>
          </gmd:otherConstraints>
        </gmd:MD_LegalConstraints>
      </gmd:resourceConstraints>
      <!--Element 24 - Frequency of update (C)-->
      <gmd:resourceMaintenance>
        <gmd:MD_MaintenanceInformation>
          <gmd:maintenanceAndUpdateFrequency>
            <gmd:MD_MaintenanceFrequencyCode codeList="https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_MaintenanceFrequencyCode" codeListValue="notPlanned">notPlanned</gmd:MD_MaintenanceFrequencyCode>
          </gmd:maintenanceAndUpdateFrequency>
        </gmd:MD_MaintenanceInformation>
      </gmd:resourceMaintenance>
      <!-- Element 7 - Coupled Resource (C) -->
      <srv:operatesOn xlink:href="https://colab.research.google.com/drive/1TQ0p-tV_d-_gRaHFIsn9iDVVqS47xe_E?usp=sharing" />
    </srv:SV_ServiceIdentification>
  </gmd:identificationInfo>
  <!--Element 5 - Resource locator (C)-->
  <gmd:distributionInfo>
    <gmd:MD_Distribution>
      <gmd:distributionFormat gco:nilReason="inapplicable" />
    </gmd:MD_Distribution>
  </gmd:distributionInfo>
  <!-- 25 Conformity (C) -->
  <gmd:dataQualityInfo>
    <gmd:DQ_DataQuality>
      <gmd:scope>
        <gmd:DQ_Scope>
          <gmd:level>
            <gmd:MD_ScopeCode codeList="https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_ScopeCode" codeListValue="service">service</gmd:MD_ScopeCode>
          </gmd:level>
          <gmd:levelDescription>
            <gmd:MD_ScopeDescription>
              <gmd:other>
                <gco:CharacterString>service</gco:CharacterString>
              </gmd:other>
            </gmd:MD_ScopeDescription>
          </gmd:levelDescription>
        </gmd:DQ_Scope>
      </gmd:scope>
      <gmd:report>
        <gmd:DQ_DomainConsistency>
          <gmd:result>
            <gmd:DQ_ConformanceResult>
              <gmd:specification>
                <gmd:CI_Citation>
                  <gmd:title>
                    <gco:CharacterString>MEDIN data guideline for recording and archiving of digital images</gco:CharacterString>
                  </gmd:title>
                  <gmd:date>
                    <gmd:CI_Date>
                      <gmd:date>
                        <gco:Date>2023-05-11</gco:Date>
                      </gmd:date>
                      <gmd:dateType>
                        <gmd:CI_DateTypeCode codeList="https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#CI_DateTypeCode" codeListValue="publication">publication</gmd:CI_DateTypeCode>
                      </gmd:dateType>
                    </gmd:CI_Date>
                  </gmd:date>
                </gmd:CI_Citation>
              </gmd:specification>
              <gmd:explanation>
                <gco:CharacterString>This is not relevant</gco:CharacterString>
              </gmd:explanation>
              <gmd:pass gco:nilReason="unknown" />
            </gmd:DQ_ConformanceResult>
          </gmd:result>
        </gmd:DQ_DomainConsistency>
      </gmd:report>
      <!-- 17 Lineage (C) -->
      <gmd:lineage>
        <gmd:LI_Lineage>
          <gmd:statement>
            <gco:CharacterString>Created by PML under contract to University of Plymouth and funded by the Defra's Marine Natural Capital and Ecosystem Assessment Programme (mNCEA). PI Prof. Kerry Howell</gco:CharacterString>
          </gmd:statement>
        </gmd:LI_Lineage>
      </gmd:lineage>
    </gmd:DQ_DataQuality>
  </gmd:dataQualityInfo>
</gmd:MD_Metadata>