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            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/c91c8879-1b29-48e3-b4cd-a238af66cdaf" xlink:actuate="onRequest">EARTH SCIENCE &gt; OCEANS &gt; OCEAN CHEMISTRY &gt; SILICATE</gmx:Anchor>
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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/46206e8c-8def-406f-9e62-da4e74633a58" xlink:actuate="onRequest">EARTH SCIENCE &gt; OCEANS &gt; OCEAN TEMPERATURE &gt; WATER TEMPERATURE</gmx:Anchor>
          </gmd:keyword>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/7e95b5fc-1d58-431a-af36-948b29fa870d" xlink:actuate="onRequest">EARTH SCIENCE &gt; OCEANS &gt; SALINITY/DENSITY &gt; SALINITY</gmx:Anchor>
          </gmd:keyword>
          <gmd:type>
            <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>
            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>Global Change Master Directory (GCMD) Science Keywords</gco:CharacterString>
              </gmd:title>
              <gmd:date>
                <gmd:CI_Date>
                  <gmd:date>
                    <gco:Date>2026</gco:Date>
                  </gmd:date>
                  <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:edition>
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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>
                          </gmd:administrativeArea>
                        </gmd:CI_Address>
                      </gmd:address>
                      <gmd:onlineResource>
                        <gmd:CI_OnlineResource>
                          <gmd:linkage>
                            <gmd:URL>https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords</gmd:URL>
                          </gmd:linkage>
                          <gmd:protocol>
                            <gco:CharacterString>HTTPS</gco:CharacterString>
                          </gmd:protocol>
                          <gmd:name>
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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>
                          </gmd:description>
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                          </gmd:function>
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                  </gmd:contactInfo>
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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:descriptiveKeywords>
      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
          <gmd:keyword>
            <gco:CharacterString>Profile</gco:CharacterString>
          </gmd:keyword>
          <gmd:type>
            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="theme">theme</gmd:MD_KeywordTypeCode>
          </gmd:type>
          <gmd:thesaurusName>
            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>OCADS Study Type</gco:CharacterString>
              </gmd:title>
              <gmd:date gco:nilReason="inapplicable" />
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          </gmd:thesaurusName>
        </gmd:MD_Keywords>
      </gmd:descriptiveKeywords>
      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
          <gmd:keyword>
            <gco:CharacterString>DIC</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>DIC_AOML</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>N+N</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>NH4</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>NO3</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>NO4</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>PO4</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>Si</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>TA</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>TA_AOML</gco:CharacterString>
          </gmd:keyword>
          <gmd:type>
            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="theme">theme</gmd:MD_KeywordTypeCode>
          </gmd:type>
          <gmd:thesaurusName>
            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>Provider Variable Abbreviations</gco:CharacterString>
              </gmd:title>
              <gmd:date gco:nilReason="inapplicable" />
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        <gmd:MD_Keywords>
          <gmd:keyword>
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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/7aecabfb-0047-484f-8396-efc0da16bc20" xlink:actuate="onRequest">CO2 ANALYZERS &gt; CO2 ANALYZERS</gmx:Anchor>
          </gmd:keyword>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/01cc0beb-7c9a-40ed-ad86-0661b41aee53" xlink:actuate="onRequest">CTD &gt; Conductivity, Temperature, Depth</gmx:Anchor>
          </gmd:keyword>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/b79c7e06-cd07-442f-bf12-2019cd71c201" xlink:actuate="onRequest">NISKIN BOTTLES</gmx:Anchor>
          </gmd:keyword>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/5c38595e-5e7d-4513-9f0e-aa9b5f6b139f" xlink:actuate="onRequest">PH METERS &gt; PH METERS</gmx:Anchor>
          </gmd:keyword>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/ed79ec7b-a2df-4948-9877-b75e1fcb8782" xlink:actuate="onRequest">SALINOMETERS</gmx:Anchor>
          </gmd:keyword>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/aa953a14-4581-47f8-a5b3-c8dd50904ee0" xlink:actuate="onRequest">TEMPERATURE SENSORS &gt; TEMPERATURE SENSORS</gmx:Anchor>
          </gmd:keyword>
          <gmd:type>
            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="instrument">instrument</gmd:MD_KeywordTypeCode>
          </gmd:type>
          <gmd:thesaurusName>
            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>Global Change Master Directory (GCMD) Instrument Keywords</gco:CharacterString>
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              <gmd:date>
                <gmd:CI_Date>
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                    <gco:Date>2026</gco:Date>
                  </gmd:date>
                  <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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                      <gmd:address>
                        <gmd:CI_Address>
                          <gmd:city>
                            <gco:CharacterString>Greenbelt</gco:CharacterString>
                          </gmd:city>
                          <gmd:administrativeArea>
                            <gco:CharacterString>MD</gco:CharacterString>
                          </gmd:administrativeArea>
                        </gmd:CI_Address>
                      </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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                          <gmd:protocol>
                            <gco:CharacterString>HTTPS</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>
                          </gmd:function>
                        </gmd:CI_OnlineResource>
                      </gmd:onlineResource>
                    </gmd:CI_Contact>
                  </gmd:contactInfo>
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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>
                  </gmd:role>
                </gmd:CI_ResponsibleParty>
              </gmd:citedResponsibleParty>
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      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/1bb21d0f-bf48-42b5-8e09-cc0d58407e4a" xlink:actuate="onRequest">Ships</gmx:Anchor>
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            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="platform">platform</gmd:MD_KeywordTypeCode>
          </gmd:type>
          <gmd:thesaurusName>
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                <gco:CharacterString>Global Change Master Directory (GCMD) Platform Keywords</gco:CharacterString>
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                <gmd:CI_Date>
                  <gmd:date>
                    <gco:Date>2026</gco:Date>
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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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                </gmd:CI_Date>
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                      <gmd:onlineResource>
                        <gmd:CI_OnlineResource>
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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>
                          </gmd:description>
                          <gmd:function>
                            <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:descriptiveKeywords>
        <gmd:MD_Keywords>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://vocab.ices.dk/services/pox/GetCodeDetail/SHIPC/32PE" xlink:actuate="onRequest">PELICAN (call sign: WSK3051, ICES code: 32PE, 1985-)</gmx:Anchor>
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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://vocab.ices.dk/services/pox/GetCodeDetail/SHIPC/320G" xlink:actuate="onRequest">WEATHERBIRD (call sign: AGOR, ICES code: 320G)</gmx:Anchor>
          </gmd:keyword>
          <gmd:type>
            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="platform">platform</gmd:MD_KeywordTypeCode>
          </gmd:type>
          <gmd:thesaurusName>
            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>ICES/SeaDataNet Ship Codes</gco:CharacterString>
              </gmd:title>
              <gmd:date gco:nilReason="inapplicable" />
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      </gmd:descriptiveKeywords>
      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/75fab119-51a6-4b59-9711-f6c3cd3139db" xlink:actuate="onRequest">OCEAN &gt; ATLANTIC OCEAN &gt; NORTH ATLANTIC OCEAN &gt; GULF OF AMERICA</gmx:Anchor>
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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/75fab119-51a6-4b59-9711-f6c3cd3139db" xlink:actuate="onRequest">OCEAN &gt; ATLANTIC OCEAN &gt; NORTH ATLANTIC OCEAN &gt; GULF OF MEXICO</gmx:Anchor>
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          <gmd:type>
            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="place">place</gmd:MD_KeywordTypeCode>
          </gmd:type>
          <gmd:thesaurusName>
            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>Global Change Master Directory (GCMD) Location Keywords</gco:CharacterString>
              </gmd:title>
              <gmd:date>
                <gmd:CI_Date>
                  <gmd:date>
                    <gco:Date>2026</gco:Date>
                  </gmd:date>
                  <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_OnlineResource>
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                            <gco:CharacterString>GCMD Keyword Forum Page</gco:CharacterString>
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      </gmd:descriptiveKeywords>
      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
          <gmd:keyword>
            <gco:CharacterString>Gulf of America</gco:CharacterString>
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          <gmd:keyword>
            <gco:CharacterString>Gulf of Mexico</gco:CharacterString>
          </gmd:keyword>
          <gmd:type>
            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="place">place</gmd:MD_KeywordTypeCode>
          </gmd:type>
          <gmd:thesaurusName>
            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>Provider Geographic Names</gco:CharacterString>
              </gmd:title>
              <gmd:date gco:nilReason="inapplicable" />
            </gmd:CI_Citation>
          </gmd:thesaurusName>
        </gmd:MD_Keywords>
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        <gmd:MD_Constraints>
          <gmd:useLimitation>
            <gco:CharacterString>accessLevel: Public</gco:CharacterString>
          </gmd:useLimitation>
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      <gmd:resourceConstraints xlink:title="NCEI Data Citation Statement">
        <gmd:MD_LegalConstraints>
          <gmd:useConstraints>
            <gmd:MD_RestrictionCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_RestrictionCode" codeListValue="otherRestrictions">otherRestrictions</gmd:MD_RestrictionCode>
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                <gco:CharacterString>Parameter or Variable: Dissolved Inorganic Carbon;
Abbreviation: DIC;
Unit: micro-mol/kg;
Observation type: Profile;
In-situ / Manipulation / Response variable: IN-SITUOBSERVATION;
Measured or calculated: MEASURED;
Sampling instrument: Niskin bottle;
Analyzing instrument: (USGS) UIC, Inc. carbon coulometer nidek 5017L | (AOML) Two systems consisting of a coulometer (UIC Inc.) coupled with a Dissolved Inorganic Carbon Extractor (DICE) inlet system. DICE was developed by Esa Peltola and Denis Pierrot of NOAA/AOML and Dana Greeley of NOAA/PMEL to modernize a carbon extractor called SOMMA (Johnson et al. 1985, 1987, 1993, and 1999; Johnson 1992);
Detailed sampling and analyzing information: (USGS) Detailed sampling and analyzing information: Samples were analyzed for total dissolved inorganic carbon (DIC) with a CM5017 CO 2 carbon coulometer coupled to a CM5330 acidification module (UIC) following the methods described by Dickson and Goyet (1994). Using a 60 mL syringe connected to a 3-way Luer lock valve and stopper to minimize gas exchange, three 20 mL same samples were drawn from each bottle. Sample weights were determined using a Denver Instruments PI-214 analytical balance (Â± 0.1 mg). Injected sample mass (~20 mL) was determined as the difference in syringe weights before and after each sample was injected through a septum into the stripping chamber of the acidification module. Samples were acidified with 10 mL of 8.5% H 3 PO 4. Analytical grade N 2 was used as the carrier gas for CO 2 from the acidified samples to the coulometer. The titration endpoint was determined by the coulometer, and C T was calculated using software from UIC. | (AOML) Samples for total dissolved inorganic carbon (DIC) measurements were drawn according to procedures outlined in the Guide to best practices for ocean CO2 measurements (Dickson et al., 2007) from Niskin bottles into cleaned 500-ml glass bottles. Bottles were rinsed and filled from the bottom, leaving 6 ml of headspace; care was taken not to entrain any bubbles. After 0.2 ml of saturated HgCl2 solution was added as a preservative, the sample bottles were sealed with glass stoppers lightly covered with Apiezon-L grease and were stored at room temperature to be sent back to the lab for analysis after the cruise. The analysis was done by coulometry with two analytical systems (AOML5 and AOML6) used simultaneously. In the coulometric analysis of DIC, all carbonate species are converted to CO2 (gas) by addition of excess hydrogen ion (acid) to the seawater sample, and the evolved CO2 gas is swept into the titration cell of the coulometer with pure air or compressed nitrogen, where it reacts quantitatively with a proprietary reagent based on ethanolamine to generate hydrogen ions. In this process, the solution changes from blue to colorless, triggering a current through the cell and causing coulometrical generation of OH minus ions at the anode. The OH ions react with the H+, and the solution turns blue again. A beam of light is shone through the solution, and a photometric detector at the opposite side of the cell senses the change in transmission. Once the percent transmission reaches its original value, the coulometric titration is stopped, and the amount of CO2 that enters the cell is determined by integrating the total charge during the titration. The volume of the pipette used to deliver the sample in each system was determined with aliquots of distilled water at known temperature. The weights with the appropriate densities were used to determine the volume of the pipette. Calculation of the amount of CO2 injected was according to the CO2 handbook (Dickson et al., 2007).The instrument has a salinity sensor, but all DIC values were recalculated to a molar weight (micro-mol/kg) using density obtained from the CTD salinity. The DIC values were corrected for dilution by 0.2 ml of saturated HgCl2 used for sample preservation (Measured DIC*1.00037). A correction was also applied for the offset from the CRM. This additive correction was applied for each cell using the CRM value obtained in the beginning of the cell.;
Replicate information: (USGS) Duplicate sample analyses were performed on the first sample analyses of the day and on approximately every tenth sample analyzed afterwards during the same day of analysis.;
Standardization description: (USGS) Accuracy and precision were determined from the analysis of CRMs from Scripps Institution of Oceanography (Dickson, 2010). | (AOML) The coulometers were calibrated by injecting aliquots of pure CO2 (99.99%) by means of an 8-port valve outfitted with two sample loops with known gas volumes bracketing the amount of CO2 extracted from the water samples for the two AOML systems.;
Standardization frequency: (USGS) For each day of sample analysis, standards were analyzed at the beginning and end of the days operations. | (AOML) The stability of each coulometer cell solution was confirmed three different ways: two sets of gas loops were measured at the beginning; also the Certified Reference Material (CRM), supplied by Dr. A. Dickson of UCSD, were measured at the beginning.;
CRM manufacturer: (USGS) Scripps Institution of Oceanography of the University of California, San Diego with support from the US National Science Foundation | (AOML) Dr. Andrew Dickson of UCSD;
CRM batch number: (USGS) 183, 189, 194, 196, 209 | (AOML) 207, 210;
Preservation method: (USGS) Mercuric Chloride (HgCl2) | (AOML) saturated HgCl2;
Preservative volume: (USGS) 100 (Âµl) microliters of 6.5% HgCl 2 | (AOML) 0.2 ml;
Preservative correction: (USGS) None | (AOML) The DIC values were corrected for dilution by 0.2 ml of saturated HgCl2 used for sample preservation. The total water volume of the sample bottles was 540 ml (calibrated by Esa Peltola, AOML). The correction factor used for dilution was 1.00037.;
Quality flag convention: (USGS) Flag 0= No quality control (QC) performed, Flag 1 = QC has been performed and element appears to be correct, Flag 2 = QC has been performedand element appears to be probably good with other elements, Flag 3 = QC has been performed and element appears to be probably bad, Flag 4 = QC has been performed and element appears to be bad, Flag 5 = the value has been modified as a result of QC, Flag 9 = The value of the element is missing. | (AOML) WOCE quality control flags are used: 2 = good value, 3 = questionable value, 4 = bad value, 5 = value not reported, 6 = mean of replicate measurements, 9 = sample not drawn.;
Method reference: (USGS) Yates, K. K., Moore, C. S., Goldstein, N. H., &amp; Sherwood, E. T. (2019). Tampa bay ocean and coastal acidification monitoring quality assurance project plan (No. 2019-1003). US Geological Survey.Dickson, A. G. 2010. Standards for ocean measurements. Oceanography 23: 34â47. doi:10.5670/oceanog.2010.22| (AOML) Dickson, A.G., Sabine, C.L. and Christian, J.R. (Eds.) 2007. Guide to best practices for ocean CO2 measurements. PICES Special Publication 3, 191 pp. Johnson, K.M., Kortzinger, A.; Mintrop, L.; Duinker, J.C.; and Wallace, D.W.R. (1999). Coulometric total carbon dioxide analysis for marine studies: Measurement and internal consistency of underway surface TCO2 concentrations. Marine Chemistry 67:123 to 44.Johnson, K.M., Wills, K.D.; Butler, D.B.; Johnson, W.K.; and Wong, C.S. (1993). Coulometric total carbon dioxide analysis for marine studies: Maximizing the performance of an automated gas extraction.Johnson, K.M. (1992). Operator Manual: Single-Operator Multiparameter Metabolic Analyzer (SOMMA) for Total Carbon Dioxide (CT) with Coulometric Detection. Brookhaven National Laboratory, Brookhaven, N.Y. Johnson, K.M.; Williams, P.J.; Brandstrom, L.; and McN. Sieburth, J. (1987). Coulometric total carbon analysis for marine studies: Automation and calibration. Marine Chemistry 21:117 to 33.;
Researcher name: (USGS) Christopher Moore | (AOML) Rik Wanninkhof;
Researcher institution: U.S. Geological Survey | Atlantic Oceanographic and Meteorological Laboratory, National Oceanic and Atmospheric Administration (NOAA)</gco:CharacterString>
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                <gco:CharacterString>Parameter or Variable: Total alkalinity;
Abbreviation: TA;
Unit: micro-mol/kg;
Observation type: Profile;
In-situ / Manipulation / Response variable: IN-SITUOBSERVATION;
Measured or calculated: MEASURED;
Sampling instrument: Niskin bottle;
Analyzing instrument: (USGS) Ocean Optics USB2000 spectrophotometer | (AOML) Semi-automatic titration systems, System 1 consists of a Metrohm 765 Dosimat titrator, a pH meter (Orion 720A, ThermoScientific), a ROSS half cell pH glass electrode (Orion 9101BN, ThermoScientific) and a reference electrode (Orion 900200, ThermoScientific). System 2 consists of a Metrohm 665 Dosimat titrator, a pH meter (Orion 2 star pH Benchtop, ThermoScientific), a ROSS half cell pH glass electrode (Orion 9101BN, ThermoScientific) and a reference electrode (Orion 900200, ThermoScientific).;
Type of titration: (USGS) acid titration (HCL) | (AOML) Full Titration;
Cell type (open or closed): OPEN;
Curve fitting method: (USGS) none | (AOML Least-Square Analysis;
Detailed sampling and analyzing information: (USGS) Samples were analyzed for total alkalinity (TA) according to the spectrophotometric methods of Yao and Byrne (1998) and Liu et al. (2015). Water sample mass (~100 g) and masses of added were determined gravimetrically using a Denver Instruments PI-214 analytical balance (Â± 0.1 mg). Measurements were made in an open top square glass cell connected to an Ocean Optics USB2000 spectrophotometer and LS-1 Tungsten light source where 100 Âµl of purified bromocresol purple indicator dye (4mM) was administered by pipette and the sample was titrated using 0.100 Â± 0.0001 N standardized HCl added with a plastic 10 mL syringe fitted with a Teflon syringe needle. At the end of each titration, the solution was purged of CO2 with a stream of N2 gas that had been pre saturated with Milli-Q H2O. Absorbance measurements were made using the Ocean Optics software package OOIBase 32. The total weight of added acid was determined from the difference in syringe weight before and after acid addition. Solution temperature was determined using a NIST Traceable digital thermometer. Replicate information: Duplicate sample analyses were performed on the first sample analyses of the day and on approximately every tenth sample analyzed afterwards during the same day of analysis. | (AOML) All of the samples were run using leftover water from the same sample bottles used for DIC and pH. Please refer to DIC for detailed information on sampling and conservation of samples. For each measurement, approximately 200 ml of water sample were titrated with an HCl solution with concetrations certified by Dr. Andrew Dickson of UCSD (0.23878 moles per kilogram-solution).;
Standardization description: (USGS) Accuracy and precision were determined from the analysis of CRMs from Scripps Institution of Oceanography (Dickson, 2010). | (AOML) 2 CRM samples were run daily on each cell, before and after the seawater samples. The Total Alkalinity for the water samples was corrected using the daily averaged ratios between the certified and measured values of the 2 CRMs run on each cell. This TA titration system has a precision of 0.1 %. All the TA values were directly measured with reference to Certified Reference Material. The accuracy after correction is 0.1%. Please check attached pdf for more details.;
Standardization frequency: (USGS) For each day of sample analysis, standards were analyzed at the beginning and end of the days operations. | (AOML) All values were directly measured with reference to Certified Reference Material (Dickson, UCSD). 2 CRM samples were run daily on each cell.;
CRM manufacturer: (USGS) Scripps Institution of Oceanography of the University of California, San Diego with support from the US National Science Foundation | (AOML) Dr. Andrew Dickson of UCSD;
CRM batch number: (USGS) 183, 189, 194, 196, 209 | (AOML) 207, 210;
Preservation method: (USGS) Mercuric Chlorida (HgCl2) | (AOML) saturated HgCl2;
Preservative volume: (USGS) 100 (Âµl) microliters of 6.5% HgCl2 | (AOML) 0.2 ml;
Uncertainty: The precision of this method is better than 0.1% and accuracy is 0.1%.;
Quality flag convention: (USGS) Flag 0= No quality control (QC) performed, Flag 1 = QC has been performed and element appears to be correct, Flag 2 = QC has been performed and element appears to be probably good with other elements, Flag 3 = QC has been performed and element appears to be probably bad, Flag 4 = QC has been performed and element appears to be bad, Flag 5 = the value has been modified as a result of QC, Flag 9 = The value of the element is missing. | (AOML) WOCE quality control flags are used: 2 = good value, 3 = questionable value, 4 = bad value, 5 = value not reported, 6 = mean of replicate measurements, 9 = sample not drawn.;
Method reference: (USGS) Yates, K. K., Moore, C. S., Goldstein, N. H., &amp; Sherwood, E. T. (2019). Tampa bay ocean and coastal acidification monitoring quality assurance project plan (No. 2019-1003). US Geological Survey.Dickson, A. G. 2010. Standards for ocean measurements. Oceanography 23: 34â47. doi:10.5670/oceanog.2010.22Liu, X., R. H. Byrne, M. Lindemuth, R. Easley, and J. T. Mathis. 2015. An automated procedure for laboratory and shipboard spectrophotometric measurements of seawater alkalinity: Continuously monitored single-step acid additions. Mar. Chem. 174: 141â146. doi:10.1016/j.marchem.2015.06.008Yao, W., and R. H. Byrne. 1998. Simplified seawater alkalinity analysis. Deep-Sea Res. I Oceanogr. Res. Pap. 45: 1383â1392. doi:10.1016/s0967-0637(98)00018-1 | (AOML) Millero, F. J., Zhang, J. Z., Lee, K., &amp; Campbell, D. M. (1993). Titration alkalinity of seawater. Marine Chemistry, 44(2), 153-165.;
Researcher name: (USGS) Christopher Moore | (AOML) Rik Wanninkhof;
Researcher institution: Atlantic Oceanographic and Meteorological Laboratory, National Oceanic and Atmospheric Administration (NOAA)</gco:CharacterString>
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                <gco:CharacterString>Parameter or Variable: Silicate;
Abbreviation: Si;
Unit: uM or umol/L;
Observation type: Profile;
In-situ / Manipulation / Response variable: In-situ observation;
Measured or calculated: Measured;
Sampling instrument: Niskin bottle;
Analyzing instrument: Seal Analytical AA500 segmented flow analyzer;
Detailed sampling and analyzing information: Samples for Silicate (Si) measurements were drawn from Niskin bottles into rinsed 500 mL brown Nalgene bottles. A 60-mL syringe and 0.45 Âµm membrane were rinsed with sample water before rinsing and filling a 50 mL Falcon tube with filtered seawater. The Falcon tubes were frozen for preservation and transport back to the lab. Samples were thawed for analysis and placed in a sample tray on the AA500. Approximately 5 mL of each sample is drawn into the system. In this method, Î²-molybdosilicic acid is formed by the reaction of the silicate contained in the sample with molybdate in acidic solution. The Î²-molybdosilicic acid is then reduced by ascorbic acid to form molybdenum blue. The absorbance of the molybdenum blue, measured at 820 nm, is linearly proportional to the concentration of silicate in the sample. Oxalic acid is introduced to the sample stream before the addition of ascorbic acid to minimize interference from phosphates.;
Replicate information: The number of field duplicates taken is 10% of the total number of samples (i.e. 10 samples require 1 field duplicate).;
Uncertainty: The accuracy of values below 0.1574 uM is not guaranteed as this is the minimum detection limit of the instrument.;
Quality flag convention: 1 = Sampled but not analyzed; 2 = Acceptable; 3 = Questionable; 4 = Bad; 5 = Not reported; 6 = Average of replicates; 7 = Value below MDL; 9 = Not Sampled;
Method reference: Zhang, J.-Z., and Berberian, G.A. (1997). Determination of dissolved silicate in estuarine and coastal waters by gas segmented flow colorimetric analysis, U.S. Environmental Protection Agency, (EPA Method 366.0), EPA-600-R-97-072.;
Researcher name: Enrique Montes;
Researcher institution: Atlantic Oceanographic and Meteorological Laboratory, National Oceanic and Atmospheric Administration (NOAA)</gco:CharacterString>
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                <gco:CharacterString>Parameter or Variable: Orthophosphate;
Abbreviation: PO4;
Unit: uM or umol/L;
Observation type: Profile;
In-situ / Manipulation / Response variable: In-situ observation;
Measured or calculated: Measured;
Sampling instrument: Niskin bottle;
Analyzing instrument: Seal Analytical AA500 segmented flow analyzer;
Detailed sampling and analyzing information: Samples for Orthophosphate (Var2) measurements were drawn from Niskin bottles into rinsed 500 mL brown Nalgene bottles. A 60-mL syringe and 0.45 Âµm membrane were rinsed with sample water before rinsing and filling a 50 mL Falcon tube with filtered seawater. The Falcon tubes were frozen for preservation and transport back to the lab. Samples were thawed for analysis and placed in a sample tray on the AA500. Approximately 5 mL of each sample is drawn into the system. The determination of ortho-phosphate is based on the colorimetric method in which a blue color is formed by the reaction of ortho-phosphate, molybdate and antimony followed by reduction with ascorbic acid at a pH &lt; 1. The reduced blue phospho-molybdenum complex is read at 880 nm.;
Replicate information: The number of field duplicates taken is 10% of the total number of samples (i.e. 10 samples require 1 field duplicate).;
Uncertainty: The accuracy of values below 0.0125 uM is not guaranteed as this is the minimum detection limit of the instrument.;
Quality flag convention: 1 = Sampled but not analyzed; 2 = Acceptable; 3 = Questionable; 4 = Bad; 5 = Not reported; 6 = Average of replicates; 7 = Value below MDL; 9 = Not Sampled;
Method reference: Zimmermann, C.F., and C.W. Keefe (1997). Determination of orthophosphate in estuarine and coastal waters by automated colorimetric analysis. U.S. Environmental Protection Agency (EPA method 365.5), EPA-600-R-97-072.;
Researcher name: Enrique Montes;
Researcher institution: Atlantic Oceanographic and Meteorological Laboratory, National Oceanic and Atmospheric Administration (NOAA)</gco:CharacterString>
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                <gco:CharacterString>Parameter or Variable: Nitrate;
Abbreviation: NO4;
Unit: uM or umol/L;
Observation type: Profile;
In-situ / Manipulation / Response variable: In-situ observation;
Measured or calculated: Measured;
Sampling instrument: Niskin bottle;
Analyzing instrument: Seal Analytical AA500 segmented flow analyzer;
Detailed sampling and analyzing information: Samples for Nitrate (Var3) measurements were drawn from Niskin bottles into rinsed 500 mL brown Nalgene bottles. A 60-mL syringe and 0.45 Âµm membrane were rinsed with sample water before rinsing and filling a 50 mL Falcon tube with filtered seawater. The Falcon tubes were frozen for preservation and transport back to the lab. Samples were thawed for analysis and placed in a sample tray on the AA500. Approximately 5 mL of each sample is drawn into the system. The determination of nitrate and nitrite uses the procedure whereby nitrate is reduced to nitrite at pH 7.5 in a copperized cadmium reduction coil. The nitrite reduced from nitrate plus any nitrite react under acidic conditions with sulfanilamide to form a diazo compound that then couples with N-1-naphthylethylenediamine dihydrochloride (NEDD) to form a reddish-purple azo dye. The absorbance measured at 540 nm is linearly proportional to the concentration of nitrite + nitrate in the sample. Nitrate concentrations are obtained by subtracting nitrite values, which have been separately determined without the cadmium reduction procedure, from the nitrite + nitrate values.;
Replicate information: The number of field duplicates taken is 10% of the total number of samples (i.e. 10 samples require 1 field duplicate).;
Uncertainty: The accuracy of values below 0.0263 uM is not guaranteed as this is the minimum detection limit of the instrument.;
Quality flag convention: 1 = Sampled but not analyzed; 2 = Acceptable; 3 = Questionable; 4 = Bad; 5 = Not reported; 6 = Average of replicates; 7 = Value below MDL; 9 = Not Sampled;
Method reference: Zhang, J.-Z., Ortner, P.B. and Fischer, C.J. (1997b). Determination of nitrate and nitrite in estuarine and coastal waters by gas segmented continuous flow colorimetric analysis. U.S. Environmental Protection Agency (EPA Method 353.4), EPA-600-R-97-072.;
Researcher name: Enrique Montes;
Researcher institution: Atlantic Oceanographic and Meteorological Laboratory, National Oceanic and Atmospheric Administration (NOAA)</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Nitrite;
Abbreviation: NO3;
Unit: uM or umol/L;
Observation type: Profile;
In-situ / Manipulation / Response variable: In-situ observation;
Measured or calculated: Measured;
Sampling instrument: Niskin bottle;
Analyzing instrument: Seal Analytical AA500 segmented flow analyzer;
Detailed sampling and analyzing information: Samples for Nitrite (Var4) measurements were drawn from Niskin bottles into rinsed 500 mL brown Nalgene bottles. A 60-mL syringe and 0.45 Âµm membrane were rinsed with sample water before rinsing and filling a 50 mL Falcon tube with filtered seawater. The Falcon tubes were frozen for preservation and transport back to the lab. Samples were thawed for analysis and placed in a sample tray on the AA500. Approximately 5 mL of each sample is drawn into the system. The determination of nitrite uses the procedure whereby the nitrite ion reacts with sulfanilamide under acidic conditions to form a diazo compound. This compound then couples with N-1-naphthylethylenediamine dihydrochloride to form a reddish-purple azo dye which is measured at 540 nm.;
Replicate information: The number of field duplicates taken is 10% of the total number of samples (i.e. 10 samples require 1 field duplicate).;
Uncertainty: The accuracy of values below 0.0096 uM is not guaranteed as this is the minimum detection limit of the instrument.;
Quality flag convention: 1 = Sampled but not analyzed; 2 = Acceptable; 3 = Questionable; 4 = Bad; 5 = Not reported; 6 = Average of replicates; 7 = Value below MDL; 9 = Not Sampled;
Method reference: Zhang, J.-Z., Ortner, P.B. and Fischer, C.J. (1997b). Determination of nitrate and nitrite in estuarine and coastal waters by gas segmented continuous flow colorimetric analysis. U.S. Environmental Protection Agency (EPA Method 353.4), EPA-600-R-97-072.;
Researcher name: Enrique Montes;
Researcher institution: Atlantic Oceanographic and Meteorological Laboratory, National Oceanic and Atmospheric Administration (NOAA)</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Nitrate_and_Nitrite;
Abbreviation: N+N;
Unit: uM or umol/L;
Observation type: Profile;
In-situ / Manipulation / Response variable: In-situ observation;
Measured or calculated: Measured;
Sampling instrument: Niskin bottle;
Analyzing instrument: Seal Analytical AA500 segmented flow analyzer;
Detailed sampling and analyzing information: Samples for Nitrate_and_Nitrite (Var5) measurements were drawn from Niskin bottles into rinsed 500 mL brown Nalgene bottles. A 60-mL syringe and 0.45 Âµm membrane were rinsed with sample water before rinsing and filling a 50 mL Falcon tube with filtered seawater. The Falcon tubes were frozen for preservation and transport back to the lab. Samples were thawed for analysis and placed in a sample tray on the AA500. Approximately 5 mL of each sample is drawn into the system. The determination of nitrate and nitrite uses the procedure whereby nitrate is reduced to nitrite at pH 7.5 in a copperized cadmium reduction coil. The nitrite reduced from nitrate plus any nitrite react under acidic conditions with sulfanilamide to form a diazo compound that then couples with N-1-naphthylethylenediamine dihydrochloride (NEDD) to form a reddish-purple azo dye. The absorbance measured at 540 nm is linearly proportional to the concentration of nitrite + nitrate in the sample.;
Replicate information: The number of field duplicates taken is 10% of the total number of samples (i.e. 10 samples require 1 field duplicate).;
Uncertainty: The accuracy of values below 0.0263 uM is not guaranteed as this is the minimum detection limit of the instrument.;
Quality flag convention: 1 = Sampled but not analyzed; 2 = Acceptable; 3 = Questionable; 4 = Bad; 5 = Not reported; 6 = Average of replicates; 7 = Value below MDL; 9 = Not Sampled;
Method reference: Zhang, J.-Z., Ortner, P.B. and Fischer, C.J. (1997b). Determination of nitrate and nitrite in estuarine and coastal waters by gas segmented continuous flow colorimetric analysis. U.S. Environmental Protection Agency (EPA Method 353.4), EPA-600-R-97-072.;
Researcher name: Enrique Montes;
Researcher institution: Atlantic Oceanographic and Meteorological Laboratory, National Oceanic and Atmospheric Administration (NOAA)</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Ammonium;
Abbreviation: NH4;
Unit: uM or umol/L;
Observation type: Profile;
In-situ / Manipulation / Response variable: In-situ observation;
Measured or calculated: Measured;
Sampling instrument: Niskin bottle;
Analyzing instrument: Seal Analytical AA500 segmented flow analyzer;
Detailed sampling and analyzing information: Samples for Ammonium (Var6) measurements were drawn from Niskin bottles into rinsed 500 mL brown Nalgene bottles. A 60-mL syringe and 0.45 Âµm membrane were rinsed with sample water before rinsing and filling a 50 mL Falcon tube with filtered seawater. The Falcon tubes were frozen for preservation and transport back to the lab. Samples were thawed for analysis and placed in a sample tray on the AA500. Approximately 5 mL of each sample is drawn into the system. The determination of ammonium is based on the Berthelot reaction whereby ammonia is reacting with phenol and dichloroisocyanuric acid under alkaline conditions to form a blue colored compound which can be measured at 630 nm. A complexing agent is used to prevent the precipitation of calcium and magnesium hydroxides. Sodium nitroprusside is used to enhance the sensitivity.;
Replicate information: The number of field duplicates taken is 10% of the total number of samples (i.e. 10 samples require 1 field duplicate).;
Uncertainty: The accuracy of values below 0.0327 uM is not guaranteed as this is the minimum detection limit of the instrument.;
Quality flag convention: 1 = Sampled but not analyzed; 2 = Acceptable; 3 = Questionable; 4 = Bad; 5 = Not reported; 6 = Average of replicates; 7 = Value below MDL; 9 = Not Sampled;
Method reference: Zhang, J.-Z., Ortner, P.B., Fischer, C.J and Moore, L.D. (1997a). Determination of ammonia in estuarine and coastal waters by gas segmented continuous flow colorimetric analysis. U.S. Environmental Protection Agency (EPA Method 349.0), EPA-600-R-97-072.;
Researcher name: Enrique Montes;
Researcher institution: Atlantic Oceanographic and Meteorological Laboratory, National Oceanic and Atmospheric Administration (NOAA)</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Dissolved Inorganic Carbon - AOML;
Abbreviation: DIC_AOML;
Unit: micro-mol/kg;
Observation type: Profile;
In-situ / Manipulation / Response variable: IN-SITUOBSERVATION;
Measured or calculated: MEASURED;
Sampling instrument: Niskin bottle;
Analyzing instrument: (USGS) UIC, Inc. carbon coulometer nidek 5017L | (AOML) Two systems consisting of a coulometer (UIC Inc.) coupled with a Dissolved Inorganic Carbon Extractor (DICE) inlet system. DICE was developed by Esa Peltola and Denis Pierrot of NOAA/AOML and Dana Greeley of NOAA/PMEL to modernize a carbon extractor called SOMMA (Johnson et al. 1985, 1987, 1993, and 1999; Johnson 1992);
Detailed sampling and analyzing information: (USGS) Detailed sampling and analyzing information: Samples were analyzed for total dissolved inorganic carbon (DIC) with a CM5017 CO 2 carbon coulometer coupled to a CM5330 acidification module (UIC) following the methods described by Dickson and Goyet (1994). Using a 60 mL syringe connected to a 3-way Luer lock valve and stopper to minimize gas exchange, three 20 mL same samples were drawn from each bottle. Sample weights were determined using a Denver Instruments PI-214 analytical balance (Â± 0.1 mg). Injected sample mass (~20 mL) was determined as the difference in syringe weights before and after each sample was injected through a septum into the stripping chamber of the acidification module. Samples were acidified with 10 mL of 8.5% H 3 PO 4. Analytical grade N 2 was used as the carrier gas for CO 2 from the acidified samples to the coulometer. The titration endpoint was determined by the coulometer, and C T was calculated using software from UIC. | (AOML) Samples for total dissolved inorganic carbon (DIC) measurements were drawn according to procedures outlined in the Guide to best practices for ocean CO2 measurements (Dickson et al., 2007) from Niskin bottles into cleaned 500-ml glass bottles. Bottles were rinsed and filled from the bottom, leaving 6 ml of headspace; care was taken not to entrain any bubbles. After 0.2 ml of saturated HgCl2 solution was added as a preservative, the sample bottles were sealed with glass stoppers lightly covered with Apiezon-L grease and were stored at room temperature to be sent back to the lab for analysis after the cruise. The analysis was done by coulometry with two analytical systems (AOML5 and AOML6) used simultaneously. In the coulometric analysis of DIC, all carbonate species are converted to CO2 (gas) by addition of excess hydrogen ion (acid) to the seawater sample, and the evolved CO2 gas is swept into the titration cell of the coulometer with pure air or compressed nitrogen, where it reacts quantitatively with a proprietary reagent based on ethanolamine to generate hydrogen ions. In this process, the solution changes from blue to colorless, triggering a current through the cell and causing coulometrical generation of OH minus ions at the anode. The OH ions react with the H+, and the solution turns blue again. A beam of light is shone through the solution, and a photometric detector at the opposite side of the cell senses the change in transmission. Once the percent transmission reaches its original value, the coulometric titration is stopped, and the amount of CO2 that enters the cell is determined by integrating the total charge during the titration. The volume of the pipette used to deliver the sample in each system was determined with aliquots of distilled water at known temperature. The weights with the appropriate densities were used to determine the volume of the pipette. Calculation of the amount of CO2 injected was according to the CO2 handbook (Dickson et al., 2007).The instrument has a salinity sensor, but all DIC values were recalculated to a molar weight (micro-mol/kg) using density obtained from the CTD salinity. The DIC values were corrected for dilution by 0.2 ml of saturated HgCl2 used for sample preservation (Measured DIC*1.00037). A correction was also applied for the offset from the CRM. This additive correction was applied for each cell using the CRM value obtained in the beginning of the cell.;
Replicate information: (USGS) Duplicate sample analyses were performed on the first sample analyses of the day and on approximately every tenth sample analyzed afterwards during the same day of analysis.;
Quality flag convention: (USGS) Flag 0= No quality control (QC) performed, Flag 1 = QC has been performed and element appears to be correct, Flag 2 = QC has been performedand element appears to be probably good with other elements, Flag 3 = QC has been performed and element appears to be probably bad, Flag 4 = QC has been performed and element appears to be bad, Flag 5 = the value has been modified as a result of QC, Flag 9 = The value of the element is missing. | (AOML) WOCE quality control flags are used: 2 = good value, 3 = questionable value, 4 = bad value, 5 = value not reported, 6 = mean of replicate measurements, 9 = sample not drawn.;
Method reference: (USGS) Yates, K. K., Moore, C. S., Goldstein, N. H., &amp; Sherwood, E. T. (2019). Tampa bay ocean and coastal acidification monitoring quality assurance project plan (No. 2019-1003). US Geological Survey.Dickson, A. G. 2010. Standards for ocean measurements. Oceanography 23: 34â47. doi:10.5670/oceanog.2010.22| (AOML) Dickson, A.G., Sabine, C.L. and Christian, J.R. (Eds.) 2007. Guide to best practices for ocean CO2 measurements. PICES Special Publication 3, 191 pp. Johnson, K.M., Kortzinger, A.; Mintrop, L.; Duinker, J.C.; and Wallace, D.W.R. (1999). Coulometric total carbon dioxide analysis for marine studies: Measurement and internal consistency of underway surface TCO2 concentrations. Marine Chemistry 67:123 to 44.Johnson, K.M., Wills, K.D.; Butler, D.B.; Johnson, W.K.; and Wong, C.S. (1993). Coulometric total carbon dioxide analysis for marine studies: Maximizing the performance of an automated gas extraction.Johnson, K.M. (1992). Operator Manual: Single-Operator Multiparameter Metabolic Analyzer (SOMMA) for Total Carbon Dioxide (CT) with Coulometric Detection. Brookhaven National Laboratory, Brookhaven, N.Y. Johnson, K.M.; Williams, P.J.; Brandstrom, L.; and McN. Sieburth, J. (1987). Coulometric total carbon analysis for marine studies: Automation and calibration. Marine Chemistry 21:117 to 33.;
Researcher name: (USGS) Christopher Moore | (AOML) Rik Wanninkhof;
Researcher institution: U.S. Geological Survey | Atlantic Oceanographic and Meteorological Laboratory, National Oceanic and Atmospheric Administration (NOAA)</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Total Alkalinity - AOML;
Abbreviation: TA_AOML;
Unit: micro-mol/kg;
Observation type: Profile;
In-situ / Manipulation / Response variable: IN-SITUOBSERVATION;
Measured or calculated: MEASURED;
Sampling instrument: Niskin bottle;
Analyzing instrument: (USGS) Ocean Optics USB2000 spectrophotometer | (AOML) Semi-automatic titration systems, System 1 consists of a Metrohm 765 Dosimat titrator, a pH meter (Orion 720A, ThermoScientific), a ROSS half cell pH glass electrode (Orion 9101BN, ThermoScientific) and a reference electrode (Orion 900200, ThermoScientific). System 2 consists of a Metrohm 665 Dosimat titrator, a pH meter (Orion 2 star pH Benchtop, ThermoScientific), a ROSS half cell pH glass electrode (Orion 9101BN, ThermoScientific) and a reference electrode (Orion 900200, ThermoScientific).;
Detailed sampling and analyzing information: (USGS) Samples were analyzed for total alkalinity (TA) according to the spectrophotometric methods of Yao and Byrne (1998) and Liu et al. (2015). Water sample mass (~100 g) and masses of added were determined gravimetrically using a Denver Instruments PI-214 analytical balance (Â± 0.1 mg). Measurements were made in an open top square glass cell connected to an Ocean Optics USB2000 spectrophotometer and LS-1 Tungsten light source where 100 Âµl of purified bromocresol purple indicator dye (4mM) was administered by pipette and the sample was titrated using 0.100 Â± 0.0001 N standardized HCl added with a plastic 10 mL syringe fitted with a Teflon syringe needle. At the end of each titration, the solution was purged of CO2 with a stream of N2 gas that had been pre saturated with Milli-Q H2O. Absorbance measurements were made using the Ocean Optics software package OOIBase 32. The total weight of added acid was determined from the difference in syringe weight before and after acid addition. Solution temperature was determined using a NIST Traceable digital thermometer. Replicate information: Duplicate sample analyses were performed on the first sample analyses of the day and on approximately every tenth sample analyzed afterwards during the same day of analysis. | (AOML) All of the samples were run using leftover water from the same sample bottles used for DIC and pH. Please refer to DIC for detailed information on sampling and conservation of samples. For each measurement, approximately 200 ml of water sample were titrated with an HCl solution with concetrations certified by Dr. Andrew Dickson of UCSD (0.23878 moles per kilogram-solution).;
Uncertainty: The precision of this method is better than 0.1% and accuracy is 0.1%.;
Quality flag convention: (USGS) Flag 0= No quality control (QC) performed, Flag 1 = QC has been performed and element appears to be correct, Flag 2 = QC has been performed and element appears to be probably good with other elements, Flag 3 = QC has been performed and element appears to be probably bad, Flag 4 = QC has been performed and element appears to be bad, Flag 5 = the value has been modified as a result of QC, Flag 9 = The value of the element is missing. | (AOML) WOCE quality control flags are used: 2 = good value, 3 = questionable value, 4 = bad value, 5 = value not reported, 6 = mean of replicate measurements, 9 = sample not drawn.;
Method reference: (USGS) Yates, K. K., Moore, C. S., Goldstein, N. H., &amp; Sherwood, E. T. (2019). Tampa bay ocean and coastal acidification monitoring quality assurance project plan (No. 2019-1003). US Geological Survey.Dickson, A. G. 2010. Standards for ocean measurements. Oceanography 23: 34â47. doi:10.5670/oceanog.2010.22Liu, X., R. H. Byrne, M. Lindemuth, R. Easley, and J. T. Mathis. 2015. An automated procedure for laboratory and shipboard spectrophotometric measurements of seawater alkalinity: Continuously monitored single-step acid additions. Mar. Chem. 174: 141â146. doi:10.1016/j.marchem.2015.06.008Yao, W., and R. H. Byrne. 1998. Simplified seawater alkalinity analysis. Deep-Sea Res. I Oceanogr. Res. Pap. 45: 1383â1392. doi:10.1016/s0967-0637(98)00018-1 | (AOML) Millero, F. J., Zhang, J. Z., Lee, K., &amp; Campbell, D. M. (1993). Titration alkalinity of seawater. Marine Chemistry, 44(2), 153-165.;
Researcher name: (USGS) Christopher Moore | (AOML) Rik Wanninkhof;
Researcher institution: Atlantic Oceanographic and Meteorological Laboratory, National Oceanic and Atmospheric Administration (NOAA)</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_be58">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>carbon dioxide (CO2) gas analyzer</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>carbon dioxide (CO2) gas analyzer</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>measures gaseous carbon dioxide

Carbon dioxide gas analyzer has often been referred to as LI-COR, because a lot of researchers choose to use products manufactured by LI-COR incorporation for their carbon dioxide measurement. The main component of a carbon dioxide analyzer is a nondispersive infrared (NDIR) spectroscopic sensors to detect CO2 in a gaseous environment by its characteristic absorption.

Carbon dioxide (CO2) gas analyzer works together with carbon dioxide (CO2) equilibrator (insttypes_id 184) to measure carbon dioxide in the water.

To measure water carbon dioxide, water needs to be continuously supplied to a showerhead inside an equilibrator. As the water flows through the equilibrator chamber, dissolved carbon dioxide exchanges quickly with air in the headspace. This air is then sampled by the carbon dioxide analyzer to determine the mole fraction of CO2 in water.</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <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:instrument>
        <gmi:MI_Instrument id="inst_be3d">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>Niskin bottle</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>Niskin bottle</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>Device for obtaining samples of seawater at a specific depth

Why special entry for Niskin bottle but no entry for Nansen bottle?</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument id="inst_be48">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>nutrient autoanalyzer</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>nutrient autoanalyzer</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>Laboratory Instrument

Nutrient Autoanalyzer is a generic term describing an automated flow-thru system used to conduct analyses of several different nutrients (nitrate, ammonium, orthophosphate, and silicate) simultaneously from a seawater sample.

For example:
SEAL AutoAnalyzer 3 HR Continuous Segmented Flow Analyzer</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument id="inst_bedd">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>pH sensor</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>pH sensor</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>generic meter used to measure pH

Any of a class of instruments used to quantify pH in a water or other type of sample.</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument id="inst_bea4">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>salinometer</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>salinometer</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>generic salinometer

use salinometer when the instrument type used is unclear but the data include salinity measurements</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument id="inst_be41">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>temperature sensor</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>temperature sensor</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>A sensor used to measure temperature.</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument id="inst_be28">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>titrator</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>titrator</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>titrator</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:platform>
        <gmi:MI_Platform id="plat_b260">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>R/V Pelican</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:description>
            <gco:CharacterString>Flag: United States
Title: R/V
Vessel Type: Research Survey
IMO: 8517009
DOB: 198505
Institution: LUMCON/UNOLS</gco:CharacterString>
          </gmi:description>
          <gmi:instrument gco:nilReason="missing" />
        </gmi:MI_Platform>
      </gmi:platform>
      <gmi:platform>
        <gmi:MI_Platform id="plat_b0ff">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>WEATHERBIRD II</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:description>
            <gco:CharacterString>Flag: United States of America
Vessel Type: Research Vessel
IMO:
DOB: 198201
Institution: Bermuda Biological Station for Research Inc
Former Names: WEATHERBIRD (1989); AUNT BEA
Citations: 1. Lloyd's Register of Ships 2006-2007; 2. The Universal Licensing System of the U.S. Federal Communications Commission</gco:CharacterString>
          </gmi:description>
          <gmi:instrument gco:nilReason="missing" />
        </gmi:MI_Platform>
      </gmi:platform>
    </gmi:MI_AcquisitionInformation>
  </gmi:acquisitionInformation>
</gmi:MI_Metadata>