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                    <gco:CharacterString>NCEI Contact Information</gco:CharacterString>
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            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/accession/0157081" xlink:actuate="onRequest">0157081</gmx:Anchor>
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                  <gmd:date>
                    <gco:Date>2016-11-30</gco:Date>
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      <gmd:descriptiveKeywords>
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            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/datatype/details/622" xlink:actuate="onRequest">ARAGONITE SATURATION STATE</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/588" xlink:actuate="onRequest">DISSOLVED INORGANIC CARBON (DIC)</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/70" xlink:actuate="onRequest">partial pressure of carbon dioxide - water</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/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/307" xlink:actuate="onRequest">SALINITY</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/343" xlink:actuate="onRequest">SPECIES IDENTIFICATION - DRY WEIGHT</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/347" xlink:actuate="onRequest">SPECIES IDENTIFICATION - ORGANISM LENGTH</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>
          </gmd:keyword>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/datatype/details/373" xlink:actuate="onRequest">WATER TEMPERATURE</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:title>
                <gco:CharacterString>NODC DATA TYPES THESAURUS</gco:CharacterString>
              </gmd:title>
              <gmd:date gco:nilReason="inapplicable" />
            </gmd:CI_Citation>
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        </gmd:MD_Keywords>
      </gmd:descriptiveKeywords>
      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/insttype/details/221" xlink:actuate="onRequest">microscope</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>NODC INSTRUMENT TYPES THESAURUS</gco:CharacterString>
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              <gmd:date gco:nilReason="inapplicable" />
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          </gmd:thesaurusName>
        </gmd:MD_Keywords>
      </gmd:descriptiveKeywords>
      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/obstype/details/62" xlink:actuate="onRequest">laboratory experiments</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>
          </gmd:type>
          <gmd:thesaurusName>
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              <gmd:title>
                <gco:CharacterString>NODC OBSERVATION TYPES THESAURUS</gco:CharacterString>
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      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/institution/details/1205" xlink:actuate="onRequest">NOAA Alaska Fisheries Science Center</gmx:Anchor>
          </gmd:keyword>
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            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="dataCentre">dataCentre</gmd:MD_KeywordTypeCode>
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            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>NODC COLLECTING INSTITUTION NAMES THESAURUS</gco:CharacterString>
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      <gmd:descriptiveKeywords>
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            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/institution/details/1205" xlink:actuate="onRequest">NOAA Alaska Fisheries Science Center</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="dataCentre">dataCentre</gmd:MD_KeywordTypeCode>
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          <gmd:thesaurusName>
            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>NODC SUBMITTING INSTITUTION NAMES THESAURUS</gco:CharacterString>
              </gmd:title>
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      </gmd:descriptiveKeywords>
      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/project/details/653" xlink:actuate="onRequest">NODC Ocean Acidification Scientific Data Stewardship (OADS)</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/project/details/675" xlink:actuate="onRequest">US DOC; NOAA; Office of Oceanic and Atmospheric Research; Ocean Acidification Program (OAP)</gmx:Anchor>
          </gmd:keyword>
          <gmd:type>
            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="project">project</gmd:MD_KeywordTypeCode>
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          <gmd:thesaurusName>
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              <gmd:title>
                <gco:CharacterString>NODC PROJECT NAMES THESAURUS</gco:CharacterString>
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                <gco:CharacterString>WMO_CategoryCode</gco:CharacterString>
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                  <gmd:date>
                    <gco:Date>2012-09-15</gco:Date>
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                            <gmd:URL>https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords</gmd:URL>
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                            <gco:CharacterString>Global Change Master Directory (GCMD). 2025. GCMD Keywords, Version 21. Greenbelt, MD: Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA). URL (GCMD Keyword Forum Page): https://forum.earthdata.nasa.gov/app.php/tag/GCMD+Keywords</gco:CharacterString>
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            <gco:CharacterString>Ocean Carbon and Acidification Data System (OCADS) Project</gco:CharacterString>
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                <gco:CharacterString>Ocean Acidification Search Keywords</gco:CharacterString>
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            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/26afa886-4866-4536-be3a-6f9db9aacd97" xlink:actuate="onRequest">EARTH SCIENCE &gt; OCEANS &gt; OCEAN CHEMISTRY &gt; CARBON DIOXIDE</gmx:Anchor>
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                    <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/institution/details/1702" xlink:actuate="onRequest">NOAA Northeast Fisheries Science Center, Milford Laboratory</gmx:Anchor>
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            <gmd:EX_TemporalExtent id="boundingTemporalExtent">
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                <gml:TimePeriod gml:id="boundingTemporalExtentPeriod">
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                  <gml:endPosition>2014-06-27</gml:endPosition>
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          <gmd:distributorContact>
            <gmd:CI_ResponsibleParty>
              <gmd:organisationName>
                <gmx:Anchor xlink:href="https://ror.org/04r0wrp59" xlink:actuate="onRequest">NOAA National Centers for Environmental Information</gmx:Anchor>
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                    <gmd:CI_Telephone>
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          <gmd:distributionOrderProcess>
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                <gco:CharacterString>In most cases, electronic downloads of the data are free. However, fees may apply for custom orders, data certifications, copies of analog materials, and data distribution on physical media.</gco:CharacterString>
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              <gmd:orderingInstructions>
                <gco:CharacterString>Contact NCEI for other distribution options and instructions.</gco:CharacterString>
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                <gmd:CI_OnlineResource>
                  <gmd:linkage>
                    <gmd:URL>https://www.ncei.noaa.gov/data/oceans/ncei/ocads/metadata/0157081.html</gmd:URL>
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                  <gmd:protocol>
                    <gco:CharacterString>HTTPS</gco:CharacterString>
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                  <gmd:applicationProfile>
                    <gco:CharacterString>Web browser</gco:CharacterString>
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                  <gmd:name>
                    <gco:CharacterString>Project Metadata</gco:CharacterString>
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                  <gmd:description>
                    <gco:CharacterString>Navigate directly to the URL for a descriptive web page with download links.</gco:CharacterString>
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                  <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:URL>https://doi.org/10.7289/v5n877vh</gmd:URL>
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                  <gmd:protocol>
                    <gco:CharacterString>HTTPS</gco:CharacterString>
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                  <gmd:applicationProfile>
                    <gco:CharacterString>Web browser</gco:CharacterString>
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                    <gco:CharacterString>NCEI Dataset Landing Page</gco:CharacterString>
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                  <gmd:description>
                    <gco:CharacterString>Navigate directly to the URL for a descriptive web page with download links.</gco:CharacterString>
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                  <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:onLine>
                <gmd:CI_OnlineResource>
                  <gmd:linkage>
                    <gmd:URL>https://www.ncei.noaa.gov/archive/accession/oas/157081</gmd:URL>
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                  <gmd:protocol>
                    <gco:CharacterString>HTTPS</gco:CharacterString>
                  </gmd:protocol>
                  <gmd:applicationProfile>
                    <gco:CharacterString>Web browser</gco:CharacterString>
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                  <gmd:name>
                    <gco:CharacterString>Descriptive Information</gco:CharacterString>
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                  <gmd:description>
                    <gco:CharacterString>Navigate directly to the URL for a descriptive web page with download links.</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_OnlineResource>
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                    <gmd:URL>https://www.ncei.noaa.gov/archive/accession/download/157081</gmd:URL>
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                  <gmd:protocol>
                    <gco:CharacterString>HTTPS</gco:CharacterString>
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                  <gmd:applicationProfile>
                    <gco:CharacterString>Web browser</gco:CharacterString>
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                  <gmd:name>
                    <gco:CharacterString>HTTPS</gco:CharacterString>
                  </gmd:name>
                  <gmd:description>
                    <gco:CharacterString>Navigate directly to the URL for data access and direct download.</gco:CharacterString>
                  </gmd:description>
                  <gmd:function>
                    <gmd:CI_OnLineFunctionCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode" codeListValue="download">download</gmd:CI_OnLineFunctionCode>
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                </gmd:CI_OnlineResource>
              </gmd:onLine>
              <gmd:onLine>
                <gmd:CI_OnlineResource>
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                    <gmd:URL>ftp://ftp-oceans.ncei.noaa.gov/nodc/archive/arc0103/0157081/</gmd:URL>
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                  <gmd:protocol>
                    <gco:CharacterString>FTP</gco:CharacterString>
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                  <gmd:applicationProfile>
                    <gco:CharacterString>Any FTP client</gco:CharacterString>
                  </gmd:applicationProfile>
                  <gmd:name>
                    <gco:CharacterString>FTP</gco:CharacterString>
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                  <gmd:description>
                    <gco:CharacterString>These data are available through the File Transfer Protocol (FTP). FTP is no longer supported by most internet browsers. You may copy and paste the FTP link to the data into an FTP client (e.g., FileZilla or WinSCP).</gco:CharacterString>
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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_Contact>
                              <gmd:onlineResource>
                                <gmd:CI_OnlineResource>
                                  <gmd:linkage>
                                    <gmd:URL>https://www.ncei.noaa.gov/archive/accession/0157081/1.1</gmd:URL>
                                  </gmd:linkage>
                                  <gmd:protocol>
                                    <gco:CharacterString>HTTPS</gco:CharacterString>
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                                    <gco:CharacterString>NCEI Accession 0157081 v1.1</gco:CharacterString>
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                                    <gco:CharacterString>published 2017-01-24T16:36:41Z</gco:CharacterString>
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      <gmd:lineage>
        <gmd:LI_Lineage>
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            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Dissolved Inorganic Carbon;
Abbreviation: DIC;
Unit: umol/kg;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: manipulation condition;
Measured or calculated: Measured;
Sampling instrument: Siphoning tube;
Analyzing instrument: VINDTA 3C (Versatile Instrument for the Determination of dissolved inorganic carbon and Total Alkalinity) coupled to a UIC 5014 coulometer.;
Preservation method: saturated HgCl2;
Preservative correction: no correction.;
Uncertainty: less than 0.05%;
Quality flag convention: "h2oDQ" reflects reliabiltity of data: 1=good; 2=questionable/outlier/estimated; 3=known error.;
Researcher name: Natalie Monacci;
Researcher institution: Ocean Acidification Research Center at the University of Alaska at Fairbanks</gco:CharacterString>
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                <gco:CharacterString>Parameter or Variable: Total alkalinity;
Abbreviation: TA;
Unit: umol/kg;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: manipulation condition;
Measured or calculated: Measured;
Sampling instrument: Siphoning tube;
Analyzing instrument: Alkalinity titrator;
CRM manufacturer: Andrew Dickson's lab at Scripps Institute of Oceanography;
Preservation method: saturated HgCl2;
Preservative correction: no correction.;
Uncertainty: less than 0.05%;
Quality flag convention: "h2oDQ" reflects reliabiltity of data: 1=good; 2=questionable/outlier/estimated; 3=known error.;
Researcher name: Natalie Monacci;
Researcher institution: Ocean Acidification Research Center at the University of Alaska at Fairbanks</gco:CharacterString>
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                <gco:CharacterString>Parameter or Variable: pH;
Abbreviation: calcPH;
pH scale: Seawater;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: manipulation condition;
Measured or calculated: calculated;
Detailed sampling and analyzing information: calculated from DIC, TA, temperature, and salinity;
Quality flag convention: "h2oDQ" reflects reliabiltity of data: 1=good; 2=questionable/outlier/estimated; 3=known error.;
Method reference: Lewis and Wallace 1995. Basic programs for the CO2 system in seawater. Brookhaven National Laboratory. BNL-61827;
Researcher name: Natalie Monacci;
Researcher institution: Ocean Acidification Research Center at the University of Alaska at Fairbanks</gco:CharacterString>
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                <gco:CharacterString>Parameter or Variable: pCO2 (fCO2) autonomous;
Abbreviation: calcCO2;
Unit: uatm;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: manipulation condition;
Measured or calculated: Calculated;
Detailed sampling and analyzing information: calculated from DIC, TA, temperature, and salinity;
Quality flag convention: "h2oDQ" reflects reliabiltity of data: 1=good; 2=questionable/outlier/estimated; 3=known error.;
Method reference: Lewis and Wallace 1995. Basic programs for the CO2 system in seawater. Brookhaven National Laboratory. BNL-61827;
Researcher name: Natalie Monacci;
Researcher institution: Ocean Acidification Research Center at the University of Alaska at Fairbanks</gco:CharacterString>
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Abbreviation: Temp;
Unit: degrees centigrade;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: manipulation condition;
Measured or calculated: measured;
Analyzing instrument: various;
Researcher name: Thomas P. Hurst;
Researcher institution: NOAA Alaska Fisheries Science Center</gco:CharacterString>
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          <gmd:processStep>
            <gmi:LE_ProcessStep>
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                <gco:CharacterString>Parameter or Variable: Water salinity;
Abbreviation: Salinity;
Unit: parts per thousand;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: manipulation condition;
Measured or calculated: measured;
Analyzing instrument: Yellow Springs International meter - Model YSI 85;
Researcher name: Thomas P. Hurst;
Researcher institution: NOAA Alaska Fisheries Science Center</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: ArSat;
Unit: omega;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: manipulation condition;
Measured or calculated: calculated;
Detailed sampling and analyzing information: calculated using CO2sys program;
Quality flag convention: "h2oDQ" reflects reliabiltity of data: 1=good; 2=questionable/outlier/estimated; 3=known error.;
Researcher name: Natalie Monacci;
Researcher institution: Ocean Acidification Research Center at the University of Alaska at Fairbanks</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Data quality flag for CO2 system measures;
Abbreviation: H2ODQ;
Unit: coded: 1=good; 2=questionable/outlier/estimated; 3=known error.</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Mean standard length;
Abbreviation: SLmean;
Unit: mm;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: response variable;
Measured or calculated: measured;
Sampling instrument: dissecting microscope;
Analyzing instrument: ImagePro image analysis system;
Detailed sampling and analyzing information: Larvae were sampled and measured at specified intervals in the experiment. Each sampling, up to 20 larvae from each replicate tank were digitally photographed under a dissecting microscope. An image analysis system was used to measure fish from the photographs.;
Replicate information: Up to 15 fish were measured from each treatment replicate on each sampling date;
Biological subject: northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Thomas P. Hurst;
Researcher institution: NOAA Alaska Fisheries Science Center</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Standard deviation of standard length;
Abbreviation: SLsd</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Mean body height (myotome height);
Abbreviation: MHmean;
Unit: mm;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: response variable;
Measured or calculated: measured;
Sampling instrument: dissecting microscope;
Analyzing instrument: ImagePro image analysis system;
Detailed sampling and analyzing information: Larvae were sampled and measured at specified intervals in the experiment. Each sampling, up to 20 larvae from each replicate tank were digitally photographed under a dissecting microscope. An image analysis system was used to measure fish from the photographs.;
Replicate information: Up to 15 fish were measured from each treatment replicate on each sampling date;
Biological subject: northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Thomas P. Hurst;
Researcher institution: NOAA Alaska Fisheries Science Center</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Sandard deviation of body height (myotome height);
Abbreviation: MHsd</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Mean body condition - expressed as fractional deviation from from ontogenetic relationship between SL and BD;
Abbreviation: BDKmean;
Unit: mm;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: response variable;
Measured or calculated: measured;
Sampling instrument: dissecting microscope;
Analyzing instrument: ImagePro image analysis system;
Detailed sampling and analyzing information: Larvae were sampled and measured at specified intervals in the experiment. Each sampling, up to 20 larvae from each replicate tank were digitally photographed under a dissecting microscope. An image analysis system was used to measure fish from the photographs.;
Replicate information: Up to 15 fish were measured from each treatment replicate on each sampling date;
Biological subject: northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Thomas P. Hurst;
Researcher institution: NOAA Alaska Fisheries Science Center</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: standard deviation of body condition - expressed as fractional deviation from from ontogenetic relationship between SL and BD;
Abbreviation: BDKsd</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Mean dry weight;
Abbreviation: DWmean;
Unit: micrograms;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: response variable;
Measured or calculated: measured;
Analyzing instrument: Sartorius Microbalance ME5;
Detailed sampling and analyzing information: Fish were rinsed in ammonium formate and dried at 50oC for at least 48 hours prior to measurement;
Replicate information: Fish were weighed individually or in pooled samples of 5 larvae;
Biological subject: northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Thomas P. Hurst;
Researcher institution: NOAA Alaska Fisheries Science Center</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Standard deviation of individual dryweight;
Abbreviation: DWsd</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Mean body condition - expressed as fractional deviation from from ontogenetic relationship between SL and DW;
Abbreviation: DWKmean;
Unit: mm;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: response variable;
Measured or calculated: measured;
Sampling instrument: dissecting microscope;
Analyzing instrument: ImagePro image analysis system;
Detailed sampling and analyzing information: Fish were rinsed in ammonium formate and dried at 50oC for at least 48 hours prior to measurement;
Replicate information: Fish were weighed individually or in pooled samples of 5 larvae;
Biological subject: northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Thomas P. Hurst;
Researcher institution: NOAA Alaska Fisheries Science Center</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Standard deviation body condition - expressed as fractional deviation from from ontogenetic relationship between SL and DW;
Abbreviation: DWKsd</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Mean Flexion stage of larvae;
Abbreviation: FLEXmean;
Unit: coded;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: response variable;
Measured or calculated: measured;
Sampling instrument: dissecting microscope;
Detailed sampling and analyzing information: Larvae were sampled and measured at specified intervals in the experiment. Each sampling, up to 15 larvae from each replicate tank were digitally photographed under a dissecting microscope. An image analysis system was used to measure fish from the photographs.;
Replicate information: Up to 15 fish were measured from each treatment replicate on each sampling date;
Method reference: Hawkyard, M., Laurel, B.J. and Langdon, C. (2014) Rotifers enriched with taurine by microparticulate and dissolved enrichment methods influence the growth and metamorphic development of northern rock sole (Lepidopsetta polyxystra) larvae. Aquaculture 424:151-157.;
Biological subject: northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Thomas P. Hurst;
Researcher institution: NOAA Alaska Fisheries Science Center</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_be32">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>microscope</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>microscope</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>instrument is used in lab analyses

A microscope is an instrument used to see objects that are too small for the naked eye.</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
    </gmi:MI_AcquisitionInformation>
  </gmi:acquisitionInformation>
</gmi:MI_Metadata>