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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/datatype/details/83" xlink:actuate="onRequest">CHLOROPHYLL A</gmx:Anchor>
          </gmd:keyword>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/datatype/details/588" xlink:actuate="onRequest">DISSOLVED INORGANIC CARBON (DIC)</gmx:Anchor>
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          <gmd:keyword>
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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/datatype/details/226" xlink:actuate="onRequest">NITRITE</gmx:Anchor>
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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/datatype/details/257" xlink:actuate="onRequest">pH</gmx:Anchor>
          </gmd:keyword>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/datatype/details/263" xlink:actuate="onRequest">phosphate</gmx:Anchor>
          </gmd:keyword>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/datatype/details/307" xlink:actuate="onRequest">SALINITY</gmx:Anchor>
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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/datatype/details/333" xlink:actuate="onRequest">silicate</gmx:Anchor>
          </gmd:keyword>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/datatype/details/5" xlink:actuate="onRequest">total alkalinity</gmx:Anchor>
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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/insttype/details/198" xlink:actuate="onRequest">coulometer for DIC measurement</gmx:Anchor>
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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/insttype/details/156" xlink:actuate="onRequest">spectrophotometer</gmx:Anchor>
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          <gmd:keyword>
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            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/obstype/details/52" xlink:actuate="onRequest">discrete sample</gmx:Anchor>
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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/obstype/details/18" xlink:actuate="onRequest">profile</gmx:Anchor>
          </gmd:keyword>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/obstype/details/23" xlink:actuate="onRequest">surface measurements</gmx:Anchor>
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            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="theme">theme</gmd:MD_KeywordTypeCode>
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                <gco:CharacterString>NODC OBSERVATION TYPES THESAURUS</gco:CharacterString>
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      <gmd:descriptiveKeywords>
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            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="dataCentre">dataCentre</gmd:MD_KeywordTypeCode>
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                <gco:CharacterString>NODC COLLECTING INSTITUTION NAMES THESAURUS</gco:CharacterString>
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                <gco:CharacterString>Parameter or Variable: Dissolved Inorganic Carbon;
Abbreviation: TC2;
Unit: umol/kg;
Observation type: surface only or profile discrete sampling;
In-situ / Manipulation / Response variable: in-situ observation;
Measured or calculated: Measured;
Sampling instrument: Niskin bottle or laboratory collection, depending on project;
Analyzing instrument: CM5014 UIC Coulometer;
Detailed sampling and analyzing information: High and low concentrations of sodium carbonate were used to calibrate the Coulometer, and a slope calibration factor was applied to each inorganic carbon value (Goyet and Hacker 1992). Calculations were completed in Excel;
CRM manufacturer: Andrew Dickson's lab at Scripps Institute of Oceanography;
CRM batch number: CRM 102, 104, 111, 114, 117, 120;
Preservation method: Mercuric chloride in some but not all samples;
Preservative volume: 0.02% by volume;
Uncertainty: Typical precision and accuracy were 0.9% and 0.5%, respectively;
Method reference: Dickson et al 2007;
Researcher name: Dr. Lawra Vanderhoof, Dr. Lawrence Shaufler;
Researcher institution: NMFS/AFSC Auke Bay (AFSC/ABL)</gco:CharacterString>
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                <gco:CharacterString>Parameter or Variable: Total alkalinity;
Abbreviation: TA;
Unit: umol/kg;
Observation type: surface only or profile discrete sampling;
In-situ / Manipulation / Response variable: in-situ observation;
Measured or calculated: Measured;
Calculation method and parameters: Calculations were completed in Excel using methods of Dickson et al. 2007;
Sampling instrument: Niskin;
Analyzing instrument: Alkalinity titrator; Metrohm Dosimat autopipette (through August 2011) and thereafter with a QC Titration Module on a TitraSip System (Mantech Associates Inc).;
Type of titration: Potentiometric;
Cell type (open or closed): Open;
Curve fitting method: Non-linear least squares;
CRM manufacturer: Andrew Dickson's lab at Scripps Institute of Oceanography;
CRM batch number: CRM 102, 104, 111, 114, 117, 120;
Preservation method: Mercuric chloride in some but not all samples;
Preservative volume: 0.02% by volume;
Uncertainty: Typical precision was 3.6% with the Dosimat and 0.5% with the Mantech. Typical accuracy was plus/minus 1.3% with the Dosimat and 0.7% with the Mantech.;
Method reference: Open cell titration method from 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.;
Researcher name: Dr. Lawra Vanderhoof, Dr. Lawrence Shaufler;
Researcher institution: NMFS/AFSC Auke Bay (AFSC/ABL)</gco:CharacterString>
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                <gco:CharacterString>Parameter or Variable: pH;
Abbreviation: pH;
pH scale: Total;
Observation type: surface only or profile discrete sampling;
In-situ / Manipulation / Response variable: in-situ observation;
Measured or calculated: Measured;
Sampling instrument: Niskin;
Analyzing instrument: Aligent Technologies Model 8453 UV/visible spectrophotometer;
Temperature of pH measurement: 25 C;
Detailed sampling and analyzing information: Aligent 8453, M-cresol purple Lot #;
At what temperature was pH reported: Environmental;
Uncertainty: Values were not corrected for the dye;
Method reference: Used spectrometric method from 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.;
Researcher name: Dr. Lawra Vanderhoof, Dr. Lawrence Shaufler;
Researcher institution: NMFS/AFSC Auke Bay (AFSC/ABL)</gco:CharacterString>
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                <gco:CharacterString>Parameter or Variable: Chlorophyll A concentration in seawater (ug/L);
Abbreviation: ChlA;
Unit: ug/L;
Observation type: surface only or profile discrete sampling;
In-situ / Manipulation / Response variable: in-situ observation;
Measured or calculated: measured;
Sampling instrument: Niskin;
Analyzing instrument: Turner Designs Model TD 700 fluorometer or Cary Eclipse spectrofluorometer (2012-2013).;
Method reference: Parsons Maita et al 1984;
Researcher name: Dr. Lawrence Shaufler;
Researcher institution: NMFS/AFSC Auke Bay (AFSC/ABL)</gco:CharacterString>
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                <gco:CharacterString>Parameter or Variable: Phosphate;
Abbreviation: Phosphate;
Unit: uM;
Observation type: surface only or profile discrete sampling;
In-situ / Manipulation / Response variable: in-situ observation;
Measured or calculated: measured;
Sampling instrument: Niskin;
Analyzing instrument: Spectrophotometer;
Uncertainty: Typical precision was 2.8% and typical accuracy was 10%;
Method reference: Bernhardt and Wilhelms 1967;
Researcher name: Dr. Katherine A. Krogslund;
Researcher institution: Oceanography Technical Services, University of Washington</gco:CharacterString>
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                <gco:CharacterString>Parameter or Variable: silicate;
Abbreviation: Silicate;
Unit: uM;
Observation type: surface only or profile discrete sampling;
In-situ / Manipulation / Response variable: in-situ observation;
Measured or calculated: measured;
Sampling instrument: Niskin;
Analyzing instrument: Spectrophotometer;
Uncertainty: Typical precision was 0.5% and typical accuracy was 3%;
Method reference: Armstrong et al 1967;
Researcher name: Dr. Katherine A. Krogslund;
Researcher institution: Oceanography Technical Services, University of Washington</gco:CharacterString>
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                <gco:CharacterString>Parameter or Variable: nitrate;
Abbreviation: Nitrate;
Unit: uM;
Observation type: surface only or profile discrete sampling;
In-situ / Manipulation / Response variable: in-situ observation;
Measured or calculated: measured;
Sampling instrument: Niskin;
Analyzing instrument: Spectrophotometer;
Uncertainty: Typical precision was 1.5% and typical accuracy was 7%;
Method reference: Armstrong et al 1967;
Researcher name: Dr. Katherine A. Krogslund;
Researcher institution: Oceanography Technical Services, University of Washington</gco:CharacterString>
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          <gmd:processStep>
            <gmi:LE_ProcessStep>
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                <gco:CharacterString>Parameter or Variable: Nitrite;
Abbreviation: Nitrite;
Unit: uM;
Observation type: surface only or profile discrete sampling;
In-situ / Manipulation / Response variable: in-situ observation;
Measured or calculated: measured;
Sampling instrument: Niskin;
Analyzing instrument: Spectrophotometer;
Uncertainty: Typical precision was 2.8% and typical accuracy was 6%;
Method reference: Armstrong et al 1967;
Researcher name: Dr. Katherine A. Krogslund;
Researcher institution: Oceanography Technical Services, University of Washington</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Ammonium;
Abbreviation: Ammonium;
Observation type: surface only or profile discrete sampling;
In-situ / Manipulation / Response variable: in-situ observation;
Measured or calculated: measured;
Analyzing instrument: Spectrophotometer;
Uncertainty: Typical precision was 4.1% and typical accuracy was 4%;
Method reference: Armstrong et al 1967;
Researcher name: Dr. Katherine A. Krogslund;
Researcher institution: Oceanography Technical Services, University of Washington</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Salinity;
Abbreviation: Salinity;
Unit: psu (practical salinity scale);
Observation type: surface only or profile discrete sampling;
In-situ / Manipulation / Response variable: in-situ observation;
Measured or calculated: measured;
Sampling instrument: Niskin;
Analyzing instrument: Model 8400B AutoSal analyzer (Guildline Instruments Limited);
Uncertainty: Typical precision and accuracy were 0.2% and 0.1%, respectively.;
Researcher name: Dr. Lawrence Shaufler;
Researcher institution: NMFS/AFSC Auke Bay (AFSC/ABL)</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_beec">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>bottle</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>bottle</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>any type of water bottle sampling device

Generic name for water collection device; usually used to determine temperature, salinity and provide water aliquots for measurement of a wide range of parameters; often referred to by a specific type of water sampling bottle, such as a Nansen or Niskin bottle.</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument id="inst_be29">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>coulometer for DIC measurement</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>coulometer for DIC measurement</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>measures dissolved inorganic carbon (DIC)

A known amount of seawater is dispensed into a stripping chamber where it is acidified and purged with an inert gas. The amount of CO2 in the resulting gas stream is determined by absorbing the CO2 in an absorbent. The pH of the solution is monitored by measuring the transmittance .</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument id="inst_be73">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>spectrophotometer</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>spectrophotometer</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>spectrophotometer, optical spectrometer, spectrograph or spectroscope

An optical spectrometer (spectrophotometer, spectrograph or spectroscope) is an instrument used to measure properties of light over a specific portion of the electromagnetic spectrum, typically used in spectroscopic analysis to identify materials.

Butler, L. R. P.; Laqua, K. (1995). "Nomenclature, symbols, units and their usage in spectrochemical analysis-IX. Instrumentation for the spectral dispersion and isolation of optical radiation (IUPAC Recommendations 1995)". Pure Appl. Chem. IUPAC. 67 (10): 1725–1744. doi:10.1351/pac199567101725. A spectrometer is the general term for describing a combination of spectral apparatus with one or more detectors to measure the intensity of one or more spectral bands."</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:MI_AcquisitionInformation>
  </gmi:acquisitionInformation>
</gmi:MI_Metadata>