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            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/4eb54191-305b-4852-9759-da55053ead81" xlink:actuate="onRequest">DOC/NOAA/NOS/NCCOS &gt; National Centers for Coastal Ocean Science, National Ocean Service, NOAA, U.S. Department of Commerce</gmx:Anchor>
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            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="dataCentre">dataCentre</gmd:MD_KeywordTypeCode>
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                <gco:CharacterString>Global Change Master Directory (GCMD) Data Center Keywords</gco:CharacterString>
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                  <gmd:date>
                    <gco:Date>2026</gco:Date>
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                  <gmd:dateType>
                    <gmd:CI_DateTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode" codeListValue="revision">revision</gmd:CI_DateTypeCode>
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                </gmd:CI_Date>
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                <gco:CharacterString>24</gco:CharacterString>
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                      <gmd:address>
                        <gmd:CI_Address>
                          <gmd:city>
                            <gco:CharacterString>Greenbelt</gco:CharacterString>
                          </gmd:city>
                          <gmd:administrativeArea>
                            <gco:CharacterString>MD</gco:CharacterString>
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                      </gmd:address>
                      <gmd:onlineResource>
                        <gmd:CI_OnlineResource>
                          <gmd:linkage>
                            <gmd:URL>https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords</gmd:URL>
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                            <gco:CharacterString>HTTPS</gco:CharacterString>
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          <gmd:thesaurusName>
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              <gmd:title>
                <gco:CharacterString>Provider Project Names</gco:CharacterString>
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      <gmd:descriptiveKeywords>
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            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/5bdb3251-4811-439c-b172-9bbcd98e84b3" xlink:actuate="onRequest">EARTH SCIENCE &gt; BIOSPHERE &gt; VEGETATION &gt; VEGETATION COVER</gmx:Anchor>
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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/6eb3919b-85ce-4988-8b78-9d0018fd8089" xlink:actuate="onRequest">EARTH SCIENCE &gt; OCEANS &gt; OCEAN CHEMISTRY</gmx:Anchor>
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            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/5c52009f-2c44-4db1-b62b-135c6181bad2" xlink:actuate="onRequest">EARTH SCIENCE &gt; OCEANS &gt; OCEAN CHEMISTRY &gt; CARBON</gmx:Anchor>
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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/db5357c9-cc9d-4693-86fe-6bb88555d434" xlink:actuate="onRequest">EARTH SCIENCE &gt; OCEANS &gt; OCEAN CHEMISTRY &gt; NITROGEN</gmx:Anchor>
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            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="theme">theme</gmd:MD_KeywordTypeCode>
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                <gco:CharacterString>Global Change Master Directory (GCMD) Science Keywords</gco:CharacterString>
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                    <gmd:CI_DateTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode" codeListValue="revision">revision</gmd:CI_DateTypeCode>
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                <gco:CharacterString>24</gco:CharacterString>
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                            <gco:CharacterString>Greenbelt</gco:CharacterString>
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                            <gco:CharacterString>MD</gco:CharacterString>
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                      <gmd:onlineResource>
                        <gmd:CI_OnlineResource>
                          <gmd:linkage>
                            <gmd:URL>https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords</gmd:URL>
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                          <gmd:protocol>
                            <gco:CharacterString>HTTPS</gco:CharacterString>
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                          <gmd:name>
                            <gco:CharacterString>GCMD Keyword Forum Page</gco:CharacterString>
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                            <gco:CharacterString>Global Change Master Directory (GCMD). 2025. GCMD Keywords, Version 21. Greenbelt, MD: Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA). URL (GCMD Keyword Forum Page): https://forum.earthdata.nasa.gov/app.php/tag/GCMD+Keywords</gco:CharacterString>
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                            <gmd:CI_OnLineFunctionCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode" codeListValue="information">information</gmd:CI_OnLineFunctionCode>
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                    <gmd:CI_RoleCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="custodian">custodian</gmd:CI_RoleCode>
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            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="theme">theme</gmd:MD_KeywordTypeCode>
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          <gmd:thesaurusName>
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              <gmd:title>
                <gco:CharacterString>NCCOS Research Data Type</gco:CharacterString>
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            <gco:CharacterString>Ecological and Biogeographic Assessments</gco:CharacterString>
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            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="theme">theme</gmd:MD_KeywordTypeCode>
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              <gmd:title>
                <gco:CharacterString>NCCOS Research Topic</gco:CharacterString>
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            <gco:CharacterString>Carbon to Nitrogen ratios (CN_Ratio)</gco:CharacterString>
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            <gco:CharacterString>Species Size measurements</gco:CharacterString>
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            <gco:CharacterString>Stable carbon isotopes (d13C)</gco:CharacterString>
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            <gco:CharacterString>Stable sulfur isotopes (d34S)</gco:CharacterString>
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            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/99b3c865-d4a4-43f7-b37d-28a24b2c71e5" xlink:actuate="onRequest">GRAB SAMPLERS</gmx:Anchor>
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          <gmd:keyword>
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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/46b681ed-42fd-4cb6-9da4-1ca93336bc41" xlink:actuate="onRequest">NETS &gt; NETS</gmx:Anchor>
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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/4b3e2548-dffe-421b-b308-95556d69b2ee" xlink:actuate="onRequest">TRAPS &gt; TRAPS</gmx:Anchor>
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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/c386fdd8-5a49-46c6-9be6-b56a9428f30d" xlink:actuate="onRequest">TRAWL</gmx:Anchor>
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                <gco:CharacterString>Global Change Master Directory (GCMD) Instrument Keywords</gco:CharacterString>
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                  <gmd:date>
                    <gco:Date>2026</gco:Date>
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                            <gco:CharacterString>Greenbelt</gco:CharacterString>
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                            <gco:CharacterString>MD</gco:CharacterString>
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                        <gmd:CI_OnlineResource>
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                            <gmd:URL>https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords</gmd:URL>
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      <gmd:descriptiveKeywords>
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            <gco:CharacterString>NCCOS Research Location &gt; Region &gt; Gulf of America (formerly Gulf of Mexico)</gco:CharacterString>
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                              </gmd:onlineResource>
                            </gmd:CI_Contact>
                          </gmd:contactInfo>
                          <gmd:role gco:nilReason="inapplicable" />
                        </gmd:CI_ResponsibleParty>
                      </gmd:citedResponsibleParty>
                    </gmd:CI_Citation>
                  </gmd:sourceCitation>
                </gmi:LE_Source>
              </gmi:output>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
        </gmd:LI_Lineage>
      </gmd:lineage>
    </gmd:DQ_DataQuality>
  </gmd:dataQualityInfo>
  <gmd:dataQualityInfo>
    <gmd:DQ_DataQuality>
      <gmd:scope>
        <gmd:DQ_Scope>
          <gmd:level>
            <gmd:MD_ScopeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_ScopeCode" codeListValue="dataset">dataset</gmd:MD_ScopeCode>
          </gmd:level>
        </gmd:DQ_Scope>
      </gmd:scope>
      <gmd:lineage>
        <gmd:LI_Lineage>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Species Size measurements (measured);
Units: millimeter;
Observation Category: laboratory analysis;
Sampling Instrument: unknown;
Sampling and Analyzing Method: See Methods section above;
Data Quality Method: When more than one individual was pooled into one sample, size measurements are reported for each individual. NA is reported for vegetation, sediment, benthic microalgae, and phytoplankton.</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Stable carbon isotopes (d13C) (measured);
Units: per mil;
Observation Category: laboratory analysis;
Sampling Instrument: Costech ECS4010 ECS4010 or Thermo Scientific Flash EA elemental analyzer coupled to a Thermo-Fisher Delta Plus XP or Delta V Adv;
Sampling and Analyzing Method: Stable isotope ratios are expressed in delta notation in per mil units (‰), according to the following equation: delta-X = [(Rsample / Rstandard) - 1]. Where X is 13C,15N, or 34S and R is the respective atomic ratio of heavy to light isotopes (i.e., 13C:12C, 15N:14N, or 34S:32S). The Rstandard values are referenced to the Vienna PeeDee Belemnite (VPDB) for delta-13C, atmospheric N2 for delta-15N and Canyon Diablo Troilite for delta-34S.;
Data Quality Method: The analytical precision was 0.1‰ (based on standard deviations of repeated reference materials).</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Stable nitrogen isotopes (d15N) (measured);
Units: per mil;
Observation Category: laboratory analysis;
Sampling Instrument: Costech ECS4010 or Thermo Scientific Flash EA elemental analyzer coupled to a Thermo-Fisher Delta Plus XP or Delta V Advantage c;
Sampling and Analyzing Method: Stable isotope ratios are expressed in delta notation in per mil units (‰), according to the following equation: delta-X = [(Rsample / Rstandard) - 1]. Where X is 13C,15N, or 34S and R is the respective atomic ratio of heavy to light isotopes (i.e., 13C:12C, 15N:14N, or 34S:32S). The Rstandard values are referenced to the Vienna PeeDee Belemnite (VPDB) for delta-13C, atmospheric N2 for delta-15N and Canyon Diablo Troilite for delta-34S.;
Data Quality Method: The analytical precision was 0.2‰ (based on standard deviations of repeated reference materials).</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Stable sulfur isotopes (d34S) (measured);
Units: per mil;
Observation Category: laboratory analysis;
Sampling Instrument: Thermo Scientific Flash EA elemental analyzer coupled to a Thermo-Fisher Delta Plus XP or Delta V Advantage continuous-flow stab;
Sampling and Analyzing Method: Stable isotope ratios are expressed in delta notation in per mil units (‰), according to the following equation: delta-X = [(Rsample / Rstandard) - 1]. Where X is 13C,15N, or 34S and R is the respective atomic ratio of heavy to light isotopes (i.e., 13C:12C, 15N:14N, or 34S:32S). The Rstandard values are referenced to the Vienna PeeDee Belemnite (VPDB) for delta-13C, atmospheric N2 for delta-15N and Canyon Diablo Troilite for delta-34S.;
Data Quality Method: The analytical precision was 0.2‰ (based on standard deviations of repeated reference materials).</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Carbon to Nitrogen ratios (CN_Ratio) (calculated);
Units: ratio;
Observation Category: other;
Sampling Instrument: n/a;
Sampling and Analyzing Method: calculated as %C divided by %N</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
        </gmd:LI_Lineage>
      </gmd:lineage>
    </gmd:DQ_DataQuality>
  </gmd:dataQualityInfo>
  <gmd:metadataMaintenance>
    <gmd:MD_MaintenanceInformation>
      <gmd:maintenanceAndUpdateFrequency>
        <gmd:MD_MaintenanceFrequencyCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_MaintenanceFrequencyCode" codeListValue="asNeeded">asNeeded</gmd:MD_MaintenanceFrequencyCode>
      </gmd:maintenanceAndUpdateFrequency>
      <gmd:maintenanceNote>
        <gco:CharacterString>Metadata are developed, maintained and distributed by NCEI. Updates are performed as needed to maintain currentness.</gco:CharacterString>
      </gmd:maintenanceNote>
      <gmd:contact>
        <gmd:CI_ResponsibleParty>
          <gmd:organisationName>
            <gco:CharacterString>NOAA National Centers for Environmental Information</gco:CharacterString>
          </gmd:organisationName>
          <gmd:role>
            <gmd:CI_RoleCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="custodian">custodian</gmd:CI_RoleCode>
          </gmd:role>
        </gmd:CI_ResponsibleParty>
      </gmd:contact>
    </gmd:MD_MaintenanceInformation>
  </gmd:metadataMaintenance>
  <gmi:acquisitionInformation>
    <gmi:MI_AcquisitionInformation id="AMS">
      <gmi:instrument>
        <gmi:MI_Instrument id="inst_befe">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>laboratory analysis</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>laboratory analysis</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>use as an observation type</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument id="inst_be4d">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>mass spectrometer</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>mass spectrometer</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>Instrument that measure the massess and relative concentrations of atoms and molecules</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument id="inst_bef6">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>net</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>net</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>net</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument id="inst_beff">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>sediment sampler - grab</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>sediment sampler - grab</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>grab sampler is used to take a sample of surficial seafloor sediments</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument id="inst_bed6">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>trap</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>trap</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>generic type of instrument used to capture sediment, animals, etc.</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument id="inst_beac">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>trawl</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>trawl</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>A fishing net that is dragged behind a boat. A wide range of demersal (bottom) or pelagic (mid-water) species of fish are taken by this fishing method which entails one or a pair of vessels towing a large bag-shaped net either along the seafloor or in mid-water.</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
    </gmi:MI_AcquisitionInformation>
  </gmi:acquisitionInformation>
</gmi:MI_Metadata>