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                <gco:CharacterString>ESA Land Surface Temperature Climate Change Initiative (LST_cci): Daily Multisensor Infra-Red (IR) Low Earth Orbit (LEO) land surface temperature (LST) time series level 3 supercollated (L3S) global product (1995-2025), version 3.60</gco:CharacterString>
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            <gco:CharacterString>This dataset contains land surface temperatures (LSTs) and their uncertainty estimates from multiple Infra-Red (IR) instruments on Low Earth Orbiting (LEO) sun-synchronous (a.k.a. polar orbiting) satellites. Satellite land surface temperatures are skin temperatures, which means, for example, the temperature of the ground surface in bare soil areas, the temperature of the canopy over forests, and a mix of the soil and leaf temperature over sparse vegetation. The skin temperature is an important variable when considering surface fluxes of, for instance, heat and water.

Daytime and night-time temperatures are provided in separate files corresponding to 10:00 and 22:00 local solar time. Per pixel uncertainty estimates are given in two forms, first, an estimate of the total uncertainty for the pixel and second, a breakdown of the uncertainty into components by correlation length. Also provided in the files, on a per pixel basis, are the observation time, the satellite viewing and solar geometry angles, a quality flag, and land cover class.

This dataset contains land surface temperatures (LSTs) and their uncertainty estimates from multiple Infra-Red (IR) instruments on Low Earth Orbiting (LEO) sun-synchronous (a.k.a. polar orbiting) satellites. Satellite land surface temperatures are skin temperatures, which means, for example, the temperature of the ground surface in bare soil areas, the temperature of the canopy over forests, and a mix of the soil and leaf temperature over sparse vegetation. The skin temperature is an important variable when considering surface fluxes of, for instance, heat and water. Descending swath (daytime) and ascending swath (night-time) temperatures are provided in separate files corresponding to 10:00 and 22:00 local solar time. Per pixel uncertainty estimates are given in two forms, first, an estimate of the total uncertainty for the pixel and second, a breakdown of the uncertainty into components by correlation length. Also provided in the files, on a per pixel basis, are the observation time, the satellite viewing and solar geometry angles, a quality flag, and land cover class. The dataset is comprised of LSTs from a series of instruments: two with a common heritage, the Along-Track Scanning Radiometer 2 (ATSR-2), and the Sea and Land Surface Temperature Radiometer on Sentinel 3B (SLSTRB); and data from the Moderate Imaging Spectroradiometer on Earth Observation System - Terra (MODIS Terra). So, the instruments contributing to the time series are: ATSR-2 from June 1995 to February 2000; MODIS Terra from March 2000 to December 2019; and SLSTRB from January 2020 to December 2025. Inter-instrument biases are accounted for in a two-step cross-calibration process. First, the Terra MODIS is cross-calibrated with the Infrared Atmospheric Sounding Interferometer (IASI) instruments on Meteorological Operational (METOP) satellites. Then the ATSR-2 and SLSTR LSTs are harmonised with Terra MODIS using ECMWF ERA 5 skin temperatures as a proxy. For consistency, a common algorithm is used for LST retrieval for all instruments. Furthermore, an adjustment is made to the LSTs to account for the half-hour difference between satellite equator crossing times. For consistency, coverage is restricted to a satellite zenith angle maximum of 35 degrees. The dataset coverage is near global over the land surface. During the period covered by ATSR-2, small regions were not covered due to downlinking constraints (most noticeably a track extending southwards across central Asia through India – further details can be found on the ATSR project webpages at http://www.atsr.rl.ac.uk/dataproducts/availability/coverage/atsr-2/index.shtml).\nLSTs are provided on a global equal angle grid at a resolution of 0.01° longitude and 0.01° latitude. Full Earth coverage is achieved in 3 days, so the daily files have gaps where the surface is not covered by the satellite swath on that day. Furthermore, LSTs are not produced where clouds are present since under these circumstances the IR radiometer observes the cloud top which is usually much colder than the surface. Dataset coverage starts on 1st June 1995 and currently ends on 31st December 2025. There are two gaps of several months in the dataset: no data were acquired from ATSR-2 between 23 December 1995 and 27 June 1996 due to a scan mirror anomaly; and the ERS-2 gyro failed in January 2001, data quality was less good between 17th Jan 2001 and 5th July 2001 and are not used in this dataset. There are minor interruptions (1-10 days) during satellite/instrument maintenance periods or instrument anomalies. This version of the dataset (Version 3.60) extends the temporal coverage to the end of 2025. Stability has been improved by further cross-calibration so that the dataset has a whole time series  drift of less than 0.08 K/decade, well below the 0.3 K/decade required by GCOS. In Version 3.00 the daily LSTs were split by solar zenith angle into day and night. In Version 3.60 they are split by swath direction rather. This ensures more consistent coverage in the Polar Regions. Also, in Version 3.60, data from the Advanced Along-Track Scanning Radiometer are no longer used, Terra MODIS data are used instead. The dataset was produced by the University of Leicester (UoL) and LSTs were retrieved using a Generalised Split Window retrieval algorithm and data were processed in the UoL processing chain. The dataset was produced as part of the ESA Land Surface Temperature Climate Change Initiative which strives to improve satellite datasets to Global Climate Observing System (GCOS) standards.
The dataset coverage is near global over the land surface. During the period covered by ATSR-2, small regions were not covered due to downlinking constraints (most noticeably a track extending southwards across central Asia through India – further details can be found on the ATSR project webpages at https://artefacts.ceda.ac.uk/frozen_sites/www.atsr.rl.ac.uk/documentation/docs/userguide/index.shtml).

LSTs are provided on a global equal angle grid at a resolution of 0.01° longitude and 0.01° latitude. Full Earth coverage is achieved in 3 days so the daily files have gaps where the surface is not covered by the satellite swath on that day. Furthermore, LSTs are not produced where clouds are present since under these circumstances the IR radiometer observes the cloud top which is usually much colder than the surface.

Dataset coverage starts on 1st June 1995 and currently ends on 31st December 2024. There are two gaps of several months in the dataset: no data were acquired from ATSR-2 between 23 December 1995 and 27 June 1996 due to a scan mirror anomaly; and the ERS-2 gyro failed in January 2001, data quality was less good between 17th Jan 2001 and 5th July 2001 and are not used in this dataset. Also, there is a twelve day gap in the dataset due to Envisat mission extension orbital manoeuvres from 21st October 2010 to 1st November 2010. There are minor interruptions (1-10 days) during satellite/instrument maintenance periods or instrument anomalies.

This version of the dataset (Version 3.00) extends the temporal coverage by four years to the end of 2024.   This dataset provides a daily product, and a separate monthly averaged product also exists.  The temporal coverage of the monthly product will be further extended at 6 monthly intervals through the Copernicus Climate Change Service. Other changes in Version 3.00 include:  SLSTR on Sentinel 3A is no longer used, instead data from  SLSTR on Sentinel 3B is used from November 2018; the correction for time differences between the sensors is calculated in brightness temperature space using radiative transfer simulations; and the ATSR-2 and AATSR data are from the fourth reprocessing of these datasets.

The dataset was produced by the University of Leicester (UoL) and LSTs were retrieved using a Generalised Split Window retrieval algorithm and data were processed in the UoL processing chain.
The dataset was produced as part of the ESA Land Surface Temperature Climate Change Initiative which strives to improve satellite datasets to Global Climate Observing System (GCOS) standards.</gco:CharacterString>
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                  <gmd:address>
                    <gmd:CI_Address>
                      
                      
                      <gmd:deliveryPoint>
                        <gco:CharacterString>RAL Space</gco:CharacterString>
                      </gmd:deliveryPoint>
                      
                      
                      <gmd:deliveryPoint>
                        <gco:CharacterString>STFC Rutherford Appleton Laboratory, Harwell Campus</gco:CharacterString>
                      </gmd:deliveryPoint>
                      
                      
                      <gmd:city>
                        <gco:CharacterString>Didcot</gco:CharacterString>
                      </gmd:city>
                      
                      
                      <gmd:postalCode>
                        <gco:CharacterString>OX11 0QX</gco:CharacterString>
                      </gmd:postalCode>
                      
                      
                      <gmd:country>
                        <gco:CharacterString>United Kingdom</gco:CharacterString>
                      </gmd:country>
                      
                      
                      <gmd:electronicMailAddress>
                      
                        <gco:CharacterString>support@ceda.ac.uk</gco:CharacterString>
                      
                      </gmd:electronicMailAddress>
                    </gmd:CI_Address>
                  </gmd:address>
                </gmd:CI_Contact>
              </gmd:contactInfo>
              <gmd:role>
                <gmd:CI_RoleCode codeList="http://standards.iso.org/ittf/PubliclyAvailableStandards/ISO_19139_Schemas/resources/codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="publisher">publisher</gmd:CI_RoleCode>
              </gmd:role>
            </gmd:CI_ResponsibleParty>
          </gmd:pointOfContact>
           
           
          <gmd:resourceMaintenance>
            <gmd:MD_MaintenanceInformation>
              <gmd:maintenanceAndUpdateFrequency>
                <gmd:MD_MaintenanceFrequencyCode codeList="http://standards.iso.org/ittf/PubliclyAvailableStandards/ISO_19139_Schemas/resources/codelist/gmxCodelists.xml#MD_MaintenanceFrequencyCode" codeListValue="irregular">irregular</gmd:MD_MaintenanceFrequencyCode>
              </gmd:maintenanceAndUpdateFrequency>
              <gmd:updateScope>
                <gmd:MD_ScopeCode codeList="http://standards.iso.org/ittf/PubliclyAvailableStandards/ISO_19139_Schemas/resources/codelist/gmxCodelists.xml#MD_ScopeCode" codeListValue="dataset">dataset</gmd:MD_ScopeCode>
              </gmd:updateScope>
            </gmd:MD_MaintenanceInformation>
          </gmd:resourceMaintenance>
          
          <gmd:descriptiveKeywords>
            <gmd:MD_Keywords>
          	
            
              <gmd:keyword>
                <gco:CharacterString>land surface temperature</gco:CharacterString>
              </gmd:keyword>
            
              <gmd:keyword>
                <gco:CharacterString>ESA</gco:CharacterString>
              </gmd:keyword>
            
              <gmd:keyword>
                <gco:CharacterString>CCI</gco:CharacterString>
              </gmd:keyword>
            
              <gmd:keyword>
                <gco:CharacterString>infra-red</gco:CharacterString>
              </gmd:keyword>
            
            </gmd:MD_Keywords>
          </gmd:descriptiveKeywords>
          
          <gmd:descriptiveKeywords>
            <gmd:MD_Keywords>
              
              <gmd:keyword>
                <gco:CharacterString>atmospheric conditions</gco:CharacterString>
              </gmd:keyword>
              
              <gmd:type>
                  <gmd:MD_KeywordTypeCode codeList="http://standards.iso.org/ittf/PubliclyAvailableStandards/ISO_19139_Schemas/resources/codelist/gmxCodelists.xml#MD_KeywordTypeCode"
                                          codeListValue="theme">theme</gmd:MD_KeywordTypeCode>
              </gmd:type>
              <gmd:thesaurusName>
                <gmd:CI_Citation>
                  <gmd:title>
                    <gco:CharacterString>GEMET - INSPIRE themes, version 1.0</gco:CharacterString>
                  </gmd:title>
                  <gmd:date>
                    <gmd:CI_Date>
                      <gmd:date>
                        <gco:Date>2008-06-01</gco:Date>
                      </gmd:date>
                      <gmd:dateType>
                        <gmd:CI_DateTypeCode codeList="http://standards.iso.org/ittf/PubliclyAvailableStandards/ISO_19139_Schemas/resources/codelist/gmxCodelists.xml#CI_DateTypeCode" codeListValue="publication">publication</gmd:CI_DateTypeCode>
                      </gmd:dateType>
                    </gmd:CI_Date>
                  </gmd:date>
                </gmd:CI_Citation>
              </gmd:thesaurusName>
            </gmd:MD_Keywords>
          </gmd:descriptiveKeywords>


          <gmd:resourceConstraints>
            <gmd:MD_LegalConstraints>
              <gmd:accessConstraints>
                <gmd:MD_RestrictionCode codeList="http://standards.iso.org/ittf/PubliclyAvailableStandards/ISO_19139_Schemas/resources/codelist/gmxCodelists.xml#MD_RestrictionCode" codeListValue="otherRestrictions">otherRestrictions</gmd:MD_RestrictionCode>
              </gmd:accessConstraints>
              <gmd:otherConstraints>
                
                  <gmx:Anchor xlink:href="http://inspire.ec.europa.eu/metadata-codelist/LimitationsOnPublicAccess/noLimitations">
                
                  Please contact the data centre for details on how to access these data.
                  </gmx:Anchor>
                </gmd:otherConstraints>
            </gmd:MD_LegalConstraints>
          </gmd:resourceConstraints>
          <gmd:resourceConstraints>
            <gmd:MD_LegalConstraints>
              <gmd:useConstraints>
                <gmd:MD_RestrictionCode codeList="http://standards.iso.org/ittf/PubliclyAvailableStandards/ISO_19139_Schemas/resources/codelist/gmxCodelists.xml#MD_RestrictionCode" codeListValue="otherRestrictions">otherRestrictions</gmd:MD_RestrictionCode>
              </gmd:useConstraints>
               
                <gmd:otherConstraints>
                  <gmx:Anchor xlink:title="Licence file link." xlink:href="https://catalogue.ceda.ac.uk">No licence</gmx:Anchor>
                </gmd:otherConstraints>
              
            </gmd:MD_LegalConstraints>
          </gmd:resourceConstraints>


          <gmd:spatialRepresentationType>
            <gmd:MD_SpatialRepresentationTypeCode codeList="http://standards.iso.org/ittf/PubliclyAvailableStandards/ISO_19139_Schemas/resources/codelist/gmxCodelists.xml#MD_SpatialRepresentationTypeCode"
                                                  codeListValue="grid">grid</gmd:MD_SpatialRepresentationTypeCode>
         </gmd:spatialRepresentationType>
          <gmd:spatialResolution>
            <gmd:MD_Resolution>
                <gmd:distance  gco:nilReason="inapplicable"/>
            </gmd:MD_Resolution>
          </gmd:spatialResolution>
          <gmd:language>
            <gmd:LanguageCode codeList="http://www.loc.gov/standards/iso639-2/php/code_list.php" codeListValue="eng">English</gmd:LanguageCode>
          </gmd:language>
          
          <gmd:topicCategory>
            <gmd:MD_TopicCategoryCode>climatologyMeteorologyAtmosphere</gmd:MD_TopicCategoryCode>
          </gmd:topicCategory>
          
          
          <gmd:extent>
            <gmd:EX_Extent>
              <gmd:geographicElement>
                <gmd:EX_GeographicBoundingBox>
                  <gmd:westBoundLongitude>
                    <gco:Decimal>-180.0</gco:Decimal>
                  </gmd:westBoundLongitude>
                  <gmd:eastBoundLongitude>
                    <gco:Decimal>180.0</gco:Decimal>
                  </gmd:eastBoundLongitude>
                  <gmd:southBoundLatitude>
                    <gco:Decimal>-90.0</gco:Decimal>
                  </gmd:southBoundLatitude>
                  <gmd:northBoundLatitude>
                    <gco:Decimal>90.0</gco:Decimal>
                  </gmd:northBoundLatitude>
                </gmd:EX_GeographicBoundingBox>
              </gmd:geographicElement>
            </gmd:EX_Extent>
          </gmd:extent>
          
          <gmd:extent>
            <gmd:EX_Extent>
               <gmd:temporalElement>
                 <gmd:EX_TemporalExtent>
                   <gmd:extent>
                     <gml:TimePeriod gml:id="CEDA01">
                       <gml:beginPosition>1995-06-01T00:00:00</gml:beginPosition>
                       
                       <gml:endPosition>2025-12-31T23:59:59</gml:endPosition>
                       
                     </gml:TimePeriod>
                   </gmd:extent>
                 </gmd:EX_TemporalExtent>
               </gmd:temporalElement>
             </gmd:EX_Extent>
           </gmd:extent>
        </gmd:MD_DataIdentification>
      </gmd:identificationInfo>
      <gmd:distributionInfo>
        <gmd:MD_Distribution>
          <gmd:distributionFormat>
            <gmd:MD_Format>
              <gmd:name>
                <gco:CharacterString>Contact data centre for format details.</gco:CharacterString>
              </gmd:name>
              <gmd:version  gco:nilReason="unknown" />
            </gmd:MD_Format>
          </gmd:distributionFormat>
          <gmd:distributor>
            <gmd:MD_Distributor>
              <gmd:distributorContact>
                <gmd:CI_ResponsibleParty>
                  <gmd:organisationName>
                    <gco:CharacterString>NERC EDS Centre for Environmental Data Analysis</gco:CharacterString>
                  </gmd:organisationName>
                  <gmd:positionName>
                    <gco:CharacterString>Data Center Contact</gco:CharacterString>
                  </gmd:positionName>
                  <gmd:contactInfo>
                    <gmd:CI_Contact>
                      
                      <gmd:phone>
                        <gmd:CI_Telephone>
                          <gmd:voice>
                            <gco:CharacterString>01235446432</gco:CharacterString>
                          </gmd:voice>
                        </gmd:CI_Telephone>
                      </gmd:phone>
                      
                      <gmd:address>
                        <gmd:CI_Address>
                          
                          <gmd:deliveryPoint>
                            <gco:CharacterString>RAL Space</gco:CharacterString>
                          </gmd:deliveryPoint>
                          
                          
                          <gmd:deliveryPoint>
                            <gco:CharacterString>STFC Rutherford Appleton Laboratory, Harwell Campus</gco:CharacterString>
                          </gmd:deliveryPoint>
                          
                          
                          <gmd:city>
                            <gco:CharacterString>Didcot</gco:CharacterString>
                          </gmd:city>
                          
                          
                          <gmd:postalCode>
                            <gco:CharacterString>OX11 0QX</gco:CharacterString>
                          </gmd:postalCode>
                          
                          
                          <gmd:country>
                            <gco:CharacterString>United Kingdom</gco:CharacterString>
                          </gmd:country>
                          
                          <gmd:electronicMailAddress>
                            <gco:CharacterString>support@ceda.ac.uk</gco:CharacterString>
                          </gmd:electronicMailAddress>
                        </gmd:CI_Address>
                      </gmd:address>
                    </gmd:CI_Contact>
                  </gmd:contactInfo>
                  <gmd:role>
                    <gmd:CI_RoleCode codeList="http://standards.iso.org/ittf/PubliclyAvailableStandards/ISO_19139_Schemas/resources/codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="distributor">distributor</gmd:CI_RoleCode>
                  </gmd:role>
                </gmd:CI_ResponsibleParty>
              </gmd:distributorContact>
            </gmd:MD_Distributor>
          </gmd:distributor>
          <gmd:transferOptions>
            <gmd:MD_DigitalTransferOptions>
              <gmd:onLine>
                <gmd:CI_OnlineResource>
                  <gmd:linkage>
                    <gmd:URL>https://catalogue.ceda.ac.uk/uuid/9aa2ad5df49643c687038d4f1f4eadf8</gmd:URL>
                  </gmd:linkage>
                  <gmd:name>
                    <gco:CharacterString>CEDA Data Catalogue Page</gco:CharacterString>
                  </gmd:name>
                  <gmd:description>
                    <gco:CharacterString>Detail and access information for the resource</gco:CharacterString>
                  </gmd:description>
                  <gmd:function>
                    <gmd:CI_OnLineFunctionCode codeList="http://standards.iso.org/ittf/PubliclyAvailableStandards/ISO_19139_Schemas/resources/codelist/gmxCodelists.xml#CI_OnLineFunctionCode" codeListValue="information">information</gmd:CI_OnLineFunctionCode>
                  </gmd:function>
                </gmd:CI_OnlineResource>
              </gmd:onLine>
            </gmd:MD_DigitalTransferOptions>
          </gmd:transferOptions>
          
          <gmd:transferOptions>
            <gmd:MD_DigitalTransferOptions>
              <gmd:onLine>
                <gmd:CI_OnlineResource>
                  <gmd:linkage>
                    <gmd:URL>http://data.ceda.ac.uk</gmd:URL>
                  </gmd:linkage>
                  <gmd:name>
                    <gco:CharacterString>DOWNLOAD</gco:CharacterString>
                  </gmd:name>
                  <gmd:description>
                    <gco:CharacterString>Download Data</gco:CharacterString>
                  </gmd:description>
                  <gmd:function>
                    <gmd:CI_OnLineFunctionCode codeList="http://standards.iso.org/ittf/PubliclyAvailableStandards/ISO_19139_Schemas/resources/codelist/gmxCodelists.xml#CI_OnLineFunctionCode" codeListValue="download">download</gmd:CI_OnLineFunctionCode>
                  </gmd:function>
                </gmd:CI_OnlineResource>
              </gmd:onLine>
            </gmd:MD_DigitalTransferOptions>
          </gmd:transferOptions>
          
          
          
		  <gmd:transferOptions>
            <gmd:MD_DigitalTransferOptions>
              <gmd:onLine>
                <gmd:CI_OnlineResource>
                  <gmd:linkage>
                    <gmd:URL>https://climate.esa.int/en/projects/land-surface-temperature</gmd:URL>
                  </gmd:linkage>
                  <gmd:name>
                    <gco:CharacterString>ESA LST_cci webpages</gco:CharacterString>
                  </gmd:name>
                  <gmd:description>
                    <gco:CharacterString>No further details.</gco:CharacterString>
                  </gmd:description>
                  <gmd:function>
                    <gmd:CI_OnLineFunctionCode codeList="http://standards.iso.org/ittf/PubliclyAvailableStandards/ISO_19139_Schemas/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode" codeListValue="information">information</gmd:CI_OnLineFunctionCode>
                  </gmd:function>
                </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/ittf/PubliclyAvailableStandards/ISO_19139_Schemas/resources/codelist/gmxCodelists.xml#MD_ScopeCode" codeListValue="dataset">dataset</gmd:MD_ScopeCode>
              </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/ittf/PubliclyAvailableStandards/ISO_19139_Schemas/resources/codelist/gmxCodelists.xml#CI_DateTypeCode"
                                                        codeListValue="publication"/>
                                </gmd:dateType>
                             </gmd:CI_Date>
                          </gmd:date>
                       </gmd:CI_Citation>
                    </gmd:specification>
                    <gmd:explanation gco:nilReason="inapplicable"/>
                    <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 data record has been produced by the University of Leicester working within the ESA Land Surface Temperature Climate Change Initiative (LST_cci), and supplied for archiving at the Centre for Environmental Data Analysis (CEDA).
Contact: data.lst-cci@acri-st.fr</gco:CharacterString>
              </gmd:statement>
            </gmd:LI_Lineage>
          </gmd:lineage>
        </gmd:DQ_DataQuality>
      </gmd:dataQualityInfo>     
    </gmd:MD_Metadata>
