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                                    <gmd:CI_OnLineFunctionCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode" codeListValue="download">download</gmd:CI_OnLineFunctionCode>
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                                </gmd:CI_OnlineResource>
                              </gmd:onlineResource>
                            </gmd:CI_Contact>
                          </gmd:contactInfo>
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                        </gmd:CI_ResponsibleParty>
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              </gmi:output>
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          </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>
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      </gmd:scope>
      <gmd:lineage>
        <gmd:LI_Lineage>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Total alkalinity;
Abbreviation: TA;
Unit: μmol/kg;
Observation type: Model output;
In-situ / Manipulation / Response variable: response variable;
Measured or calculated: Calculated;
Detailed sampling and analyzing information: Total alkalinity (TA) is calculated using three separate algorithms for three distinct areas derived from Cai, W.‐J., X. Hu, W.‐J. Huang, L.‐Q. Jiang, Y. Wang, T.‐H. Peng, and X. Zhang (2010), Alkalinity distribution in the western North Atlantic Ocean margins, J. Geophys. Res., 115, C08014, https://doi.org/10.1029/2009JC005482. Galveston area, 27°N - 31°N and 264°E - 267°E, and SSS &lt; 35 TA = 8.8 * SSS + 1996.7 MS outflow area, 27°N - 31°N and 267°E - 276°E, and SSS &lt; 35 TA = 2.8 * SSS + 2400 Caribbean Sea TA = (57.3 * SSS) + 296.4</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: pH;
Abbreviation: pH;
Observation type: Model output;
In-situ / Manipulation / Response variable: response variable;
Measured or calculated: Calculated;
Detailed sampling and analyzing information: From satellite derived SST and SSS and pCO2sw, TA is calculated using algorithms described in: Cai, W.‐J., X. Hu, W.‐J. Huang, L.‐Q. Jiang, Y. Wang, T.‐H. Peng, and X. Zhang (2010), Alkalinity distribution in the western North Atlantic Ocean margins, J. Geophys. Res., 115, C08014, https://doi.org/10.1029/2009JC005482. Since 2017 the AIRS CO2 data is no longer available, as a temporary solution surface pCO2 was obtained from a multi model global climate model ensemble. For 2017 onwards the variable spco2 from CMIP6 models with SSP5-8.5 forcing was used. SSP5-8.5 is a high emission scenario, but similar to current emissions. Using standard CO2SYS routines other variables such as pH are calculated</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: partial pressure of CO2 seawater;
Abbreviation: pCO2;
Observation type: Model output;
Measured or calculated: Calculated;
Detailed sampling and analyzing information: From satellite derived SST and SSS and pCO2sw, TA is calculated using algorithms described in: Cai, W.‐J., X. Hu, W.‐J. Huang, L.‐Q. Jiang, Y. Wang, T.‐H. Peng, and X. Zhang (2010), Alkalinity distribution in the western North Atlantic Ocean margins, J. Geophys. Res., 115, C08014, https://doi.org/10.1029/2009JC005482. Since 2017 the AIRS CO2 data is no longer available, as a temporary solution surface pCO2 was obtained from a multi model global climate model ensemble. For 2017 onwards the variable spco2 from CMIP6 models with SSP5-8.5 forcing was used. SSP5-8.5 is a high emission scenario, but similar to current emissions. Using standard CO2SYS routines other variables such as pH are calculated</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: omegaAr;
Observation type: Model output;
Measured or calculated: Calculated;
Detailed sampling and analyzing information: From satellite derived SST and SSS and pCO2sw, TA is calculated using algorithms described in: Cai, W.‐J., X. Hu, W.‐J. Huang, L.‐Q. Jiang, Y. Wang, T.‐H. Peng, and X. Zhang (2010), Alkalinity distribution in the western North Atlantic Ocean margins, J. Geophys. Res., 115, C08014, https://doi.org/10.1029/2009JC005482. Since 2017 the AIRS CO2 data is no longer available, as a temporary solution surface pCO2 was obtained from a multi model global climate model ensemble. For 2017 onwards the variable spco2 from CMIP6 models with SSP5-8.5 forcing was used. SSP5-8.5 is a high emission scenario, but similar to current emissions. Using standard CO2SYS routines other variables such as pH are calculated</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: omegaCa;
Observation type: Model output;
Measured or calculated: Calculated;
Detailed sampling and analyzing information: From satellite derived SST and SSS and pCO2sw, TA is calculated using algorithms described in: Cai, W.‐J., X. Hu, W.‐J. Huang, L.‐Q. Jiang, Y. Wang, T.‐H. Peng, and X. Zhang (2010), Alkalinity distribution in the western North Atlantic Ocean margins, J. Geophys. Res., 115, C08014, https://doi.org/10.1029/2009JC005482. Since 2017 the AIRS CO2 data is no longer available, as a temporary solution surface pCO2 was obtained from a multi model global climate model ensemble. For 2017 onwards the variable spco2 from CMIP6 models with SSP5-8.5 forcing was used. SSP5-8.5 is a high emission scenario, but similar to current emissions. Using standard CO2SYS routines other variables such as pH are calculated</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
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      </gmd:lineage>
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  <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>
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  </gmd:metadataMaintenance>
  <gmi:acquisitionInformation>
    <gmi:MI_AcquisitionInformation id="AMS">
      <gmi:instrument>
        <gmi:MI_Instrument id="inst_becb">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>satellite sensor - general</gco:CharacterString>
              </gmd:code>
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          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>satellite sensor - general</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>A generic class used for unknown satellite sensor type, or datasets consisting of blended, merged, or otherwise mixed observations from multiple satellite sensor types</gco:CharacterString>
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        </gmi:MI_Instrument>
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