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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/8b9573fe-8097-41b7-9c0a-38627e8d7810" xlink:actuate="onRequest">DOC/NOAA/OAR/PMEL &gt; Pacific Marine Environmental Laboratory, OAR, 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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      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/4eab7956-e59e-4615-8d5c-39a16faa1f27" xlink:actuate="onRequest">EARTH SCIENCE &gt; OCEANS &gt; OCEAN CHEMISTRY &gt; ALKALINITY</gmx:Anchor>
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          <gmd:keyword>
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          <gmd:keyword>
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          <gmd:keyword>
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          <gmd:keyword>
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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:CI_OnlineResource>
                          <gmd:linkage>
                            <gmd:URL>https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords</gmd:URL>
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                <gco:CharacterString>Global Change Master Directory (GCMD) Instrument Keywords</gco:CharacterString>
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                                    <gco:CharacterString>published 2024-02-16T04:55:45Z</gco:CharacterString>
                                  </gmd:description>
                                  <gmd:function>
                                    <gmd:CI_OnLineFunctionCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode" codeListValue="download">download</gmd:CI_OnLineFunctionCode>
                                  </gmd:function>
                                </gmd:CI_OnlineResource>
                              </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: Dissolved Inorganic Carbon;
Abbreviation: DIC;
Unit: umol/kg;
Observation type: Gridded product;
Sampling instrument: CTD (conductivity, temperature and depth);
Analyzing instrument: Discrete dissolved inorganic carbon (DIC) measurement (Coulomerter);
Detailed sampling and analyzing information: DIC adjusted to 2010 was from the recently released Coastal Ocean Data Analysis Product in North America (CODAP-NA, https://doi.org/10.5194/essd-13-2777-2021), along with the Global Ocean Data Analysis Product version 2 (GLODAPv2, version 2021, https://doi.org/10.5194/essd-13-5565-2021). In rare cases when DIC was not available, but pH and TA were available, DIC was calculated from pH and TA using CO2SYS. The DIC values were corrected to the year of 2010 using the Empirical Seawater Property Estimation Routines (ESPER) (Carter et al., 2021).;
Researcher name: Li-Qing Jiang;
Researcher institution: Cooperative Institute for Satellite Earth System Studies, Earth System Science Interdisciplinary Center, University of Maryland, College Park, Maryland 20740, United States</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Total alkalinity;
Abbreviation: TAlk;
Unit: umol/kg;
Observation type: Gridded product;
Sampling instrument: CTD (conductivity, temperature and depth);
Analyzing instrument: Alkalinity titrator;
Detailed sampling and analyzing information: TA was from the recently released Coastal Ocean Data Analysis Product in North America (CODAP-NA, https://doi.org/10.5194/essd-13-2777-2021), along with the Global Ocean Data Analysis Product version 2 (GLODAPv2, version 2021, https://doi.org/10.5194/essd-13-5565-2021). In rare cases when TA was not available but DIC and pH were available, TA was calculated from DIC and pH using CO2SYS.;
Researcher name: Li-Qing Jiang;
Researcher institution: Cooperative Institute for Satellite Earth System Studies, Earth System Science Interdisciplinary Center, University of Maryland, College Park, Maryland 20740, United States</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: pH;
Abbreviation: pH;
pH scale: Total scale (T);
Observation type: Gridded product;
Calculation method and parameters: pH adjusted to 2010 was calculated from DIC, TA and other variables out of the recently released Coastal Ocean Data Analysis Product in North America (CODAP-NA, https://doi.org/10.5194/essd-13-2777-2021), along with the Global Ocean Data Analysis Product version 2 (GLODAPv2, version 2021, https://doi.org/10.5194/essd-13-5565-2021). The CO2 system calculation was conducted using a Julia version of the CO2SYS (CO2System.jl, v2.0.5, https://github.com/mvdh7/CO2System.jl, Humphreys et al., 2022) with the dissociation constants and parameter as recommended by Jiang et al. (2022), i.e., dissociation constants for carbonic acid of Lueker et al. (2000), potassium bisulfate (KHSO4–) of Dickson (1990), hydrofluoric acid (HF) of Perez and Fraga (1987), and the total borate concentration equations of Lee et al. (2010).;
Sampling instrument: CTD (conductivity, temperature and depth);
Analyzing instrument: Spectrophotometer</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Aragonite saturation state;
Abbreviation: OmegaA;
Observation type: Gridded product;
Calculation method and parameters: Aragonite saturation state adjusted to 2010 was calculated from DIC, TA and other variables out of the recently released Coastal Ocean Data Analysis Product in North America (CODAP-NA, https://doi.org/10.5194/essd-13-2777-2021), along with the Global Ocean Data Analysis Product version 2 (GLODAPv2, version 2021, https://doi.org/10.5194/essd-13-5565-2021). The CO2 system calculation was conducted using a Julia version of the CO2SYS (CO2System.jl, v2.0.5, https://github.com/mvdh7/CO2System.jl, Humphreys et al., 2022) with the dissociation constants and parameter as recommended by Jiang et al. (2022), i.e., dissociation constants for carbonic acid of Lueker et al. (2000), potassium bisulfate (KHSO4–) of Dickson (1990), hydrofluoric acid (HF) of Perez and Fraga (1987), and the total borate concentration equations of Lee et al. (2010).;
Researcher name: Li-Qing Jiang;
Researcher institution: Cooperative Institute for Satellite Earth System Studies, Earth System Science Interdisciplinary Center, University of Maryland, College Park, Maryland 20740, United States</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Calcite saturation state;
Abbreviation: OmegaC;
Observation type: Gridded product;
Calculation method and parameters: Calcite saturation state adjusted to 2010 was calculated from DIC, TA and other variables out of the recently released Coastal Ocean Data Analysis Product in North America (CODAP-NA, https://doi.org/10.5194/essd-13-2777-2021), along with the Global Ocean Data Analysis Product version 2 (GLODAPv2, version 2021, https://doi.org/10.5194/essd-13-5565-2021). The CO2 system calculation was conducted using a Julia version of the CO2SYS (CO2System.jl, v2.0.5, https://github.com/mvdh7/CO2System.jl, Humphreys et al., 2022) with the dissociation constants and parameter as recommended by Jiang et al. (2022), i.e., dissociation constants for carbonic acid of Lueker et al. (2000), potassium bisulfate (KHSO4–) of Dickson (1990), hydrofluoric acid (HF) of Perez and Fraga (1987), and the total borate concentration equations of Lee et al. (2010).;
Researcher name: Li-Qing Jiang;
Researcher institution: Cooperative Institute for Satellite Earth System Studies, Earth System Science Interdisciplinary Center, University of Maryland, College Park, Maryland 20740, United States</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Carbonate;
Abbreviation: Carb;
Unit: umol/kg;
Observation type: Gridded product;
Calculation method and parameters: Carbonate ion content adjusted to 2010 was calculated from DIC, TA and other variables out of the recently released Coastal Ocean Data Analysis Product in North America (CODAP-NA, https://doi.org/10.5194/essd-13-2777-2021), along with the Global Ocean Data Analysis Product version 2 (GLODAPv2, version 2021, https://doi.org/10.5194/essd-13-5565-2021). The CO2 system calculation was conducted using a Julia version of the CO2SYS (CO2System.jl, v2.0.5, https://github.com/mvdh7/CO2System.jl, Humphreys et al., 2022) with the dissociation constants and parameter as recommended by Jiang et al. (2022), i.e., dissociation constants for carbonic acid of Lueker et al. (2000), potassium bisulfate (KHSO4–) of Dickson (1990), hydrofluoric acid (HF) of Perez and Fraga (1987), and the total borate concentration equations of Lee et al. (2010).;
Researcher name: Li-Qing Jiang;
Researcher institution: Cooperative Institute for Satellite Earth System Studies, Earth System Science Interdisciplinary Center, University of Maryland, College Park, Maryland 20740, United States</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Total hydrogen ion content;
Abbreviation: Hydro;
Unit: 10^-9 mol/kg;
Observation type: Gridded product;
Calculation method and parameters: Total hydrogen ion content adjusted to 2010 was calculated from DIC, TA and other variables out of the recently released Coastal Ocean Data Analysis Product in North America (CODAP-NA, https://doi.org/10.5194/essd-13-2777-2021), along with the Global Ocean Data Analysis Product version 2 (GLODAPv2, version 2021, https://doi.org/10.5194/essd-13-5565-2021). The CO2 system calculation was conducted using a Julia version of the CO2SYS (CO2System.jl, v2.0.5, https://github.com/mvdh7/CO2System.jl, Humphreys et al., 2022) with the dissociation constants and parameter as recommended by Jiang et al. (2022), i.e., dissociation constants for carbonic acid of Lueker et al. (2000), potassium bisulfate (KHSO4–) of Dickson (1990), hydrofluoric acid (HF) of Perez and Fraga (1987), and the total borate concentration equations of Lee et al. (2010).;
Researcher name: Li-Qing Jiang;
Researcher institution: Cooperative Institute for Satellite Earth System Studies, Earth System Science Interdisciplinary Center, University of Maryland, College Park, Maryland 20740, United States</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Free hydrogen ion content;
Abbreviation: HFree;
Unit: 10^-9 mol/kg;
Observation type: Gridded product;
Calculation method and parameters: Free hydrogen ion content adjusted to 2010 was calculated from DIC, TA and other variables out of the recently released Coastal Ocean Data Analysis Product in North America (CODAP-NA, https://doi.org/10.5194/essd-13-2777-2021), along with the Global Ocean Data Analysis Product version 2 (GLODAPv2, version 2021, https://doi.org/10.5194/essd-13-5565-2021). The CO2 system calculation was conducted using a Julia version of the CO2SYS (CO2System.jl, v2.0.5, https://github.com/mvdh7/CO2System.jl, Humphreys et al., 2022) with the dissociation constants and parameter as recommended by Jiang et al. (2022), i.e., dissociation constants for carbonic acid of Lueker et al. (2000), potassium bisulfate (KHSO4–) of Dickson (1990), hydrofluoric acid (HF) of Perez and Fraga (1987), and the total borate concentration equations of Lee et al. (2010).;
Researcher name: Li-Qing Jiang;
Researcher institution: Cooperative Institute for Satellite Earth System Studies, Earth System Science Interdisciplinary Center, University of Maryland, College Park, Maryland 20740, United States</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_bee7">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>CTD</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>CTD</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>Conductivity-Temperature-Depth probe</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:platform>
        <gmi:MI_Platform id="plat_baae">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>VARIOUS CHARTERED VESSELS</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:description>
            <gco:CharacterString>VARIOUS CHARTERED VESSELS</gco:CharacterString>
          </gmi:description>
          <gmi:instrument gco:nilReason="missing" />
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