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You can find here the CMEMS Global Ocean Ensemble Reanalysis product at ¼ degree resolution : monthly means of Temperature, Salinity, Currents and Ice variables for 75 vertical levels, starting from 1993 onward.
 
Global ocean reanalyses are homogeneous 3D gridded descriptions of the physical state of the ocean covering several decades, produced with a numerical ocean model constrained with data assimilation of satellite and in situ observations. These reanalyses are built to be as close as possible to the observations (i.e. realistic) and in agreement with the model physics The multi-model ensemble approach allows uncertainties or error bars in the ocean state to be estimated.

The ensemble mean may even provide for certain regions and/or periods a more reliable estimate than any individual reanalysis product.

The three reanalyses, used to create the ensemble, covering “altimetric era” period (starting from 1st of January 1993) during which altimeter altimetry data observations are available:
 * GLORYS2V4 from Mercator Ocean (Fr);
 * ORAS5 from ECMWF;
 * and C-GLORSv7 from CMCC (It);
 
These three products provided three different time series of global ocean simulations 3D monthly estimates. All numerical products available for users are monthly or daily mean averages describing the ocean.

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                              <gco:Date>2024-07-26</gco:Date>
                           </gmd:date>
                           <gmd:dateType>
                              <gmd:CI_DateTypeCode codeList="http://standards.iso.org/iso/19139/resources/gmxCodelists.xml#CI_DateTypeCode"
                                                   codeListValue="publication"/>
                           </gmd:dateType>
                        </gmd:CI_Date>
                     </gmd:date>
                     <gmd:identifier>
                        <gmd:MD_Identifier>
                           <gmd:code>
                              <gmx:Anchor xlink:href="https://sextant.ifremer.fr/geonetwork/srv/api/registries/vocabularies/local.processing-level.myocean.processing-level">geonetwork.thesaurus.local.processing-level.myocean.processing-level</gmx:Anchor>
                           </gmd:code>
                        </gmd:MD_Identifier>
                     </gmd:identifier>
                  </gmd:CI_Citation>
               </gmd:thesaurusName>
            </gmd:MD_Keywords>
         </gmd:descriptiveKeywords>
         <gmd:descriptiveKeywords>
            <gmd:MD_Keywords>
               <gmd:keyword>
                  <gmx:Anchor xlink:href="http://purl.org/myocean/ontology/vocabulary/model-assimilation#sea-level">Sea Level</gmx:Anchor>
               </gmd:keyword>
               <gmd:keyword>
                  <gmx:Anchor xlink:href="http://purl.org/myocean/ontology/vocabulary/model-assimilation#sst">SST</gmx:Anchor>
               </gmd:keyword>
               <gmd:keyword>
                  <gmx:Anchor xlink:href="http://purl.org/myocean/ontology/vocabulary/model-assimilation#in-situ-ts-profiles">In-Situ TS Profiles</gmx:Anchor>
               </gmd:keyword>
               <gmd:keyword>
                  <gmx:Anchor xlink:href="http://purl.org/myocean/ontology/vocabulary/model-assimilation#sea-ice-concentration-thickness">Sea Ice Concentration and/or Thickness</gmx:Anchor>
               </gmd:keyword>
               <gmd:type>
                  <gmd:MD_KeywordTypeCode codeList="http://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_KeywordTypeCode"
                                          codeListValue="theme"/>
               </gmd:type>
               <gmd:thesaurusName>
                  <gmd:CI_Citation>
                     <gmd:title>
                        <gmx:Anchor xlink:href="http://purl.org/myocean/ontology/vocabulary/model-assimilation#">Model assimilation</gmx:Anchor>
                     </gmd:title>
                     <gmd:date>
                        <gmd:CI_Date>
                           <gmd:date>
                              <gco:Date>2016-02-03</gco:Date>
                           </gmd:date>
                           <gmd:dateType>
                              <gmd:CI_DateTypeCode codeList="http://standards.iso.org/iso/19139/resources/gmxCodelists.xml#CI_DateTypeCode"
                                                   codeListValue="publication"/>
                           </gmd:dateType>
                        </gmd:CI_Date>
                     </gmd:date>
                     <gmd:identifier>
                        <gmd:MD_Identifier>
                           <gmd:code>
                              <gmx:Anchor xlink:href="https://sextant.ifremer.fr/geonetwork/srv/api/registries/vocabularies/external.theme.myocean.model-assimilation">geonetwork.thesaurus.external.theme.myocean.model-assimilation</gmx:Anchor>
                           </gmd:code>
                        </gmd:MD_Identifier>
                     </gmd:identifier>
                  </gmd:CI_Citation>
               </gmd:thesaurusName>
            </gmd:MD_Keywords>
         </gmd:descriptiveKeywords>
         <gmd:resourceConstraints>
            <gmd:MD_LegalConstraints>
               <gmd:useLimitation>
                  <gco:CharacterString>See Copernicus Marine Environment Monitoring Service Data commitments and licence at: http://marine.copernicus.eu/web/27-service-commitments-and-licence.php</gco:CharacterString>
               </gmd:useLimitation>
               <gmd:accessConstraints>
                  <gmd:MD_RestrictionCode codeList="http://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_RestrictionCode"
                                          codeListValue="otherRestrictions"/>
               </gmd:accessConstraints>
               <gmd:useConstraints>
                  <gmd:MD_RestrictionCode codeList="http://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_RestrictionCode"
                                          codeListValue="license"/>
               </gmd:useConstraints>
               <gmd:otherConstraints>
                  <gco:CharacterString>No limitations on public access</gco:CharacterString>
               </gmd:otherConstraints>
            </gmd:MD_LegalConstraints>
         </gmd:resourceConstraints>
         <gmd:aggregationInfo>
            <gmd:MD_AggregateInformation>
               <gmd:aggregateDataSetIdentifier>
                  <gmd:MD_Identifier>
                     <gmd:code>
                        <gco:CharacterString>75e55f55-a86c-4f12-bc8e-61def41e025e</gco:CharacterString>
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                  </gmd:MD_Identifier>
               </gmd:aggregateDataSetIdentifier>
               <gmd:associationType>
                  <gmd:DS_AssociationTypeCode codeList="http://standards.iso.org/iso/19139/resources/gmxCodelists.xml#DS_AssociationTypeCode"
                                              codeListValue="crossReference"/>
               </gmd:associationType>
               <gmd:initiativeType>
                  <gmd:DS_InitiativeTypeCode codeList="http://standards.iso.org/iso/19139/resources/gmxCodelists.xml#DS_InitiativeTypeCode"
                                             codeListValue="document"/>
               </gmd:initiativeType>
            </gmd:MD_AggregateInformation>
         </gmd:aggregationInfo>
         <gmd:aggregationInfo>
            <gmd:MD_AggregateInformation>
               <gmd:aggregateDataSetIdentifier>
                  <gmd:MD_Identifier>
                     <gmd:code>
                        <gco:CharacterString>a7ea6dd3-0e21-46e1-9a7e-0318963c6c5a</gco:CharacterString>
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                  </gmd:MD_Identifier>
               </gmd:aggregateDataSetIdentifier>
               <gmd:associationType>
                  <gmd:DS_AssociationTypeCode codeList="http://standards.iso.org/iso/19139/resources/gmxCodelists.xml#DS_AssociationTypeCode"
                                              codeListValue="crossReference"/>
               </gmd:associationType>
               <gmd:initiativeType>
                  <gmd:DS_InitiativeTypeCode codeList="http://standards.iso.org/iso/19139/resources/gmxCodelists.xml#DS_InitiativeTypeCode"
                                             codeListValue="document"/>
               </gmd:initiativeType>
            </gmd:MD_AggregateInformation>
         </gmd:aggregationInfo>
         <gmd:aggregationInfo>
            <gmd:MD_AggregateInformation>
               <gmd:aggregateDataSetIdentifier>
                  <gmd:MD_Identifier>
                     <gmd:code>
                        <gco:CharacterString>b619497e-0bd0-41c6-bea2-d3980fb0a601</gco:CharacterString>
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                  </gmd:MD_Identifier>
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               <gmd:associationType>
                  <gmd:DS_AssociationTypeCode codeList="http://standards.iso.org/iso/19139/resources/gmxCodelists.xml#DS_AssociationTypeCode"
                                              codeListValue="crossReference"/>
               </gmd:associationType>
               <gmd:initiativeType>
                  <gmd:DS_InitiativeTypeCode codeList="http://standards.iso.org/iso/19139/resources/gmxCodelists.xml#DS_InitiativeTypeCode"
                                             codeListValue="document"/>
               </gmd:initiativeType>
            </gmd:MD_AggregateInformation>
         </gmd:aggregationInfo>
         <gmd:language>
            <gco:CharacterString>eng</gco:CharacterString>
         </gmd:language>
         <gmd:topicCategory>
            <gmd:MD_TopicCategoryCode>oceans</gmd:MD_TopicCategoryCode>
         </gmd:topicCategory>
         <gmd:extent>
            <gmd:EX_Extent>
               <gmd:description>
                  <gco:CharacterString>bounding box</gco:CharacterString>
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               <gmd:geographicElement>
                  <gmd:EX_GeographicBoundingBox>
                     <gmd:westBoundLongitude>
                        <gco:Decimal>-180.00</gco:Decimal>
                     </gmd:westBoundLongitude>
                     <gmd:eastBoundLongitude>
                        <gco:Decimal>180.00</gco:Decimal>
                     </gmd:eastBoundLongitude>
                     <gmd:southBoundLatitude>
                        <gco:Decimal>-80.00</gco:Decimal>
                     </gmd:southBoundLatitude>
                     <gmd:northBoundLatitude>
                        <gco:Decimal>90.00</gco:Decimal>
                     </gmd:northBoundLatitude>
                  </gmd:EX_GeographicBoundingBox>
               </gmd:geographicElement>
               <gmd:temporalElement>
                  <gmd:EX_TemporalExtent>
                     <gmd:extent>
                        <gml:TimePeriod gml:id="d49360495e750a1051934">
                           <gml:description/>
                           <gml:beginPosition>1993-01-01</gml:beginPosition>
                           <gml:endPosition>2024-12-15</gml:endPosition>
                        </gml:TimePeriod>
                     </gmd:extent>
                  </gmd:EX_TemporalExtent>
               </gmd:temporalElement>
               <gmd:verticalElement>
                  <gmd:EX_VerticalExtent>
                     <gmd:minimumValue>
                        <gco:Real>-5500</gco:Real>
                     </gmd:minimumValue>
                     <gmd:maximumValue>
                        <gco:Real>0</gco:Real>
                     </gmd:maximumValue>
                     <gmd:verticalCRS uuidref="urn:ogc:def:crs:EPSG:5714"/>
                  </gmd:EX_VerticalExtent>
               </gmd:verticalElement>
            </gmd:EX_Extent>
         </gmd:extent>
         <gmd:supplementalInformation>
            <gco:CharacterString>display priority: 01506</gco:CharacterString>
         </gmd:supplementalInformation>
      </gmd:MD_DataIdentification>
  </gmd:identificationInfo>
  <gmd:contentInfo>
      <gmd:MD_CoverageDescription>
         <gmd:attributeDescription>
            <gco:RecordType>observation</gco:RecordType>
         </gmd:attributeDescription>
         <gmd:contentType>
            <gmd:MD_CoverageContentTypeCode codeList="http://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_CoverageContentTypeCode"
                                            codeListValue="physicalMeasurement"/>
         </gmd:contentType>
         <gmd:dimension>
            <gmd:MD_RangeDimension>
               <gmd:descriptor>
                  <gco:CharacterString>temporal resolution: daily mean</gco:CharacterString>
               </gmd:descriptor>
            </gmd:MD_RangeDimension>
         </gmd:dimension>
         <gmd:dimension>
            <gmd:MD_RangeDimension>
               <gmd:descriptor>
                  <gco:CharacterString>vertical level number: 75</gco:CharacterString>
               </gmd:descriptor>
            </gmd:MD_RangeDimension>
         </gmd:dimension>
         <gmd:dimension>
            <gmd:MD_RangeDimension/>
         </gmd:dimension>
         <gmd:dimension>
            <gmd:MD_RangeDimension>
               <gmd:descriptor>
                  <gco:CharacterString>temporal resolution: monthly mean</gco:CharacterString>
               </gmd:descriptor>
            </gmd:MD_RangeDimension>
         </gmd:dimension>
      </gmd:MD_CoverageDescription>
  </gmd:contentInfo>
  <gmd:contentInfo>
      <gmd:MD_FeatureCatalogueDescription>
         <gmd:includedWithDataset>
            <gco:Boolean>false</gco:Boolean>
         </gmd:includedWithDataset>
         <gmd:featureTypes>
            <gco:LocalName codeSpace="http://purl.org/myocean/ontology/vocabulary/feature-type#Grid">Grid</gco:LocalName>
         </gmd:featureTypes>
         <gmd:featureCatalogueCitation/>
      </gmd:MD_FeatureCatalogueDescription>
  </gmd:contentInfo>
  <gmd:distributionInfo>
      <gmd:MD_Distribution>
         <gmd:distributionFormat xmlns:date="http://exslt.org/dates-and-times">
            <gmd:MD_Format>
               <gmd:name>
                  <gco:CharacterString>NetCDF-4</gco:CharacterString>
               </gmd:name>
               <gmd:version gco:nilReason="unknown">
                  <gco:CharacterString/>
               </gmd:version>
            </gmd:MD_Format>
         </gmd:distributionFormat>
         <gmd:transferOptions>
            <gmd:MD_DigitalTransferOptions>
               <gmd:onLine>
                  <gmd:CI_OnlineResource>
                     <gmd:linkage>
                        <gmd:URL>http://stac.marine.copernicus.eu/metadata/GLOBAL_MULTIYEAR_PHY_ENS_001_031/cmems_mod_glo_phy-mnstd_my_0.25deg_P1D-m_202311/dataset.stac.json</gmd:URL>
                     </gmd:linkage>
                     <gmd:protocol>
                        <gco:CharacterString>WWW:STAC</gco:CharacterString>
                     </gmd:protocol>
                     <gmd:name>
                        <gco:CharacterString>cmems_mod_glo_phy-mnstd_my_0.25deg_P1D-m</gco:CharacterString>
                     </gmd:name>
                     <gmd:description>
                        <gco:CharacterString>For accessing native data and Analysis-ready Cloud-optimized data services, consult this STAC metadata endpoint</gco:CharacterString>
                     </gmd:description>
                  </gmd:CI_OnlineResource>
               </gmd:onLine>
               <gmd:onLine>
                  <gmd:CI_OnlineResource>
                     <gmd:linkage>
                        <gmd:URL>https://wmts.marine.copernicus.eu/teroWmts/GLOBAL_MULTIYEAR_PHY_ENS_001_031/cmems_mod_glo_phy-mnstd_my_0.25deg_P1D-m_202311</gmd:URL>
                     </gmd:linkage>
                     <gmd:protocol>
                        <gco:CharacterString>OGC:WMTS</gco:CharacterString>
                     </gmd:protocol>
                     <gmd:name>
                        <gco:CharacterString>cmems_mod_glo_phy-mnstd_my_0.25deg_P1D-m</gco:CharacterString>
                     </gmd:name>
                  </gmd:CI_OnlineResource>
               </gmd:onLine>
               <gmd:onLine>
                  <gmd:CI_OnlineResource>
                     <gmd:linkage>
                        <gmd:URL>http://stac.marine.copernicus.eu/metadata/GLOBAL_MULTIYEAR_PHY_ENS_001_031/cmems_mod_glo_phy-mnstd_my_0.25deg_P1M-m_202311/dataset.stac.json</gmd:URL>
                     </gmd:linkage>
                     <gmd:protocol>
                        <gco:CharacterString>WWW:STAC</gco:CharacterString>
                     </gmd:protocol>
                     <gmd:name>
                        <gco:CharacterString>cmems_mod_glo_phy-mnstd_my_0.25deg_P1M-m</gco:CharacterString>
                     </gmd:name>
                     <gmd:description>
                        <gco:CharacterString>For accessing native data and Analysis-ready Cloud-optimized data services, consult this STAC metadata endpoint</gco:CharacterString>
                     </gmd:description>
                  </gmd:CI_OnlineResource>
               </gmd:onLine>
               <gmd:onLine>
                  <gmd:CI_OnlineResource>
                     <gmd:linkage>
                        <gmd:URL>https://wmts.marine.copernicus.eu/teroWmts/GLOBAL_MULTIYEAR_PHY_ENS_001_031/cmems_mod_glo_phy-mnstd_my_0.25deg_P1M-m_202311</gmd:URL>
                     </gmd:linkage>
                     <gmd:protocol>
                        <gco:CharacterString>OGC:WMTS</gco:CharacterString>
                     </gmd:protocol>
                     <gmd:name>
                        <gco:CharacterString>cmems_mod_glo_phy-mnstd_my_0.25deg_P1M-m</gco:CharacterString>
                     </gmd:name>
                  </gmd:CI_OnlineResource>
               </gmd:onLine>
               <gmd:onLine>
                  <gmd:CI_OnlineResource>
                     <gmd:linkage>
                        <gmd:URL>http://stac.marine.copernicus.eu/metadata/GLOBAL_MULTIYEAR_PHY_ENS_001_031/cmems_mod_glo_phy-all_my_0.25deg_P1D-m_202311/dataset.stac.json</gmd:URL>
                     </gmd:linkage>
                     <gmd:protocol>
                        <gco:CharacterString>WWW:STAC</gco:CharacterString>
                     </gmd:protocol>
                     <gmd:name>
                        <gco:CharacterString>cmems_mod_glo_phy-all_my_0.25deg_P1D-m</gco:CharacterString>
                     </gmd:name>
                     <gmd:description>
                        <gco:CharacterString>For accessing native data and Analysis-ready Cloud-optimized data services, consult this STAC metadata endpoint</gco:CharacterString>
                     </gmd:description>
                  </gmd:CI_OnlineResource>
               </gmd:onLine>
               <gmd:onLine>
                  <gmd:CI_OnlineResource>
                     <gmd:linkage>
                        <gmd:URL>https://wmts.marine.copernicus.eu/teroWmts/GLOBAL_MULTIYEAR_PHY_ENS_001_031/cmems_mod_glo_phy-all_my_0.25deg_P1D-m_202311</gmd:URL>
                     </gmd:linkage>
                     <gmd:protocol>
                        <gco:CharacterString>OGC:WMTS</gco:CharacterString>
                     </gmd:protocol>
                     <gmd:name>
                        <gco:CharacterString>cmems_mod_glo_phy-all_my_0.25deg_P1D-m</gco:CharacterString>
                     </gmd:name>
                  </gmd:CI_OnlineResource>
               </gmd:onLine>
               <gmd:onLine>
                  <gmd:CI_OnlineResource>
                     <gmd:linkage>
                        <gmd:URL>http://stac.marine.copernicus.eu/metadata/GLOBAL_MULTIYEAR_PHY_ENS_001_031/cmems_mod_glo_phy-all_my_0.25deg_P1M-m_202311/dataset.stac.json</gmd:URL>
                     </gmd:linkage>
                     <gmd:protocol>
                        <gco:CharacterString>WWW:STAC</gco:CharacterString>
                     </gmd:protocol>
                     <gmd:name>
                        <gco:CharacterString>cmems_mod_glo_phy-all_my_0.25deg_P1M-m</gco:CharacterString>
                     </gmd:name>
                     <gmd:description>
                        <gco:CharacterString>For accessing native data and Analysis-ready Cloud-optimized data services, consult this STAC metadata endpoint</gco:CharacterString>
                     </gmd:description>
                  </gmd:CI_OnlineResource>
               </gmd:onLine>
               <gmd:onLine>
                  <gmd:CI_OnlineResource>
                     <gmd:linkage>
                        <gmd:URL>https://wmts.marine.copernicus.eu/teroWmts/GLOBAL_MULTIYEAR_PHY_ENS_001_031/cmems_mod_glo_phy-all_my_0.25deg_P1M-m_202311</gmd:URL>
                     </gmd:linkage>
                     <gmd:protocol>
                        <gco:CharacterString>OGC:WMTS</gco:CharacterString>
                     </gmd:protocol>
                     <gmd:name>
                        <gco:CharacterString>cmems_mod_glo_phy-all_my_0.25deg_P1M-m</gco:CharacterString>
                     </gmd:name>
                  </gmd:CI_OnlineResource>
               </gmd:onLine>
            </gmd:MD_DigitalTransferOptions>
         </gmd:transferOptions>
      </gmd:MD_Distribution>
  </gmd:distributionInfo>
  <gmd:dataQualityInfo>
      <gmd:DQ_DataQuality>
         <gmd:scope>
            <gmd:DQ_Scope>
               <gmd:level>
                  <gmd:MD_ScopeCode codeList="http://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_ScopeCode"
                                    codeListValue="series"/>
               </gmd:level>
            </gmd:DQ_Scope>
         </gmd:scope>
         <gmd:report>
            <gmd:DQ_DomainConsistency>
               <gmd:result>
                  <gmd:DQ_ConformanceResult>
                     <gmd:specification>
                        <gmd:CI_Citation>
                           <gmd:title>
                              <gco:CharacterString>COMMISSION REGULATION (EU) No 1089/2010 of 23 November 2010 implementing Directive 2007/2/EC of the European Parliament and of the Council as regards interoperability of spatial data sets and services</gco:CharacterString>
                           </gmd:title>
                           <gmd:date>
                              <gmd:CI_Date>
                                 <gmd:date>
                                    <gco:Date>2010-12-08</gco:Date>
                                 </gmd:date>
                                 <gmd:dateType>
                                    <gmd:CI_DateTypeCode codeList="http://standards.iso.org/iso/19139/resources/gmxCodelists.xml#CI_DateTypeCode"
                                                         codeListValue="publication"/>
                                 </gmd:dateType>
                              </gmd:CI_Date>
                           </gmd:date>
                        </gmd:CI_Citation>
                     </gmd:specification>
                     <gmd:explanation>
                        <gco:CharacterString>See the referenced specification</gco:CharacterString>
                     </gmd:explanation>
                     <gmd:pass gco:nilReason="unknown"/>
                  </gmd:DQ_ConformanceResult>
               </gmd:result>
            </gmd:DQ_DomainConsistency>
         </gmd:report>
         <gmd:lineage>
            <gmd:LI_Lineage>
               <gmd:statement>
                  <gco:CharacterString>The myOcean products depends on other products for production or validation. The detailed list of dependencies is given in ISO19115's aggregationInfo (ISO19139 Xpath = "gmd:MD_Metadata/gmd:identificationInfo/gmd:aggregationInfo[./gmd:MD_AggregateInformation/gmd:initiativeType/gmd:DS_InitiativeTypeCode/@codeListValue='upstream-validation' or 'upstream-production']")</gco:CharacterString>
               </gmd:statement>
            </gmd:LI_Lineage>
         </gmd:lineage>
      </gmd:DQ_DataQuality>
  </gmd:dataQualityInfo>
</gmd:MD_Metadata>