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            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/insttype/details/14" xlink:actuate="onRequest">chromatograph</gmx:Anchor>
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            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/insttype/details/50" xlink:actuate="onRequest">pH sensor</gmx:Anchor>
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            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/insttype/details/174" xlink:actuate="onRequest">temperature sensor</gmx:Anchor>
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            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/obstype/details/14" xlink:actuate="onRequest">physical</gmx:Anchor>
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            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/seaname/details/217" xlink:actuate="onRequest">West Coast - US/Canada</gmx:Anchor>
          </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>NODC SEA AREA NAMES THESAURUS</gco:CharacterString>
              </gmd:title>
              <gmd:date gco:nilReason="inapplicable" />
            </gmd:CI_Citation>
          </gmd:thesaurusName>
        </gmd:MD_Keywords>
      </gmd:descriptiveKeywords>
      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
          <gmd:keyword>
            <gco:CharacterString>oceanography</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>WMO_CategoryCode</gco:CharacterString>
              </gmd:title>
              <gmd:date>
                <gmd:CI_Date>
                  <gmd:date>
                    <gco:Date>2012-09-15</gco:Date>
                  </gmd:date>
                  <gmd:dateType>
                    <gmd:CI_DateTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode" codeListValue="publication">publication</gmd:CI_DateTypeCode>
                  </gmd:dateType>
                </gmd:CI_Date>
              </gmd:date>
            </gmd:CI_Citation>
          </gmd:thesaurusName>
        </gmd:MD_Keywords>
      </gmd:descriptiveKeywords>
      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/4271e7d0-b722-4039-9d1a-ee3a0d2c5de0" xlink:actuate="onRequest">DOC/NOAA/NMFS/AFSC &gt; Alaska Fisheries Science Center, National Marine Fisheries Service, NOAA, U.S. Department of Commerce</gmx:Anchor>
          </gmd:keyword>
          <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>
          </gmd:type>
          <gmd:thesaurusName>
            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>Global Change Master Directory (GCMD) Data Center 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>
                  </gmd:dateType>
                </gmd:CI_Date>
              </gmd:date>
              <gmd:edition>
                <gco:CharacterString>24</gco:CharacterString>
              </gmd:edition>
              <gmd:citedResponsibleParty>
                <gmd:CI_ResponsibleParty>
                  <gmd:organisationName>
                    <gco:CharacterString>Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA)</gco:CharacterString>
                  </gmd:organisationName>
                  <gmd:contactInfo>
                    <gmd:CI_Contact>
                      <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>
                            <gco:CharacterString>GCMD Keyword Forum Page</gco:CharacterString>
                          </gmd:name>
                          <gmd:description>
                            <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>
                          </gmd:function>
                        </gmd:CI_OnlineResource>
                      </gmd:onlineResource>
                    </gmd:CI_Contact>
                  </gmd:contactInfo>
                  <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:citedResponsibleParty>
            </gmd:CI_Citation>
          </gmd:thesaurusName>
        </gmd:MD_Keywords>
      </gmd:descriptiveKeywords>
      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
          <gmd:keyword>
            <gco:CharacterString>Ocean Acidification Program (OAP)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>Ocean Carbon and Acidification Data System (OCADS) Project</gco:CharacterString>
          </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>
          </gmd:type>
          <gmd:thesaurusName>
            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>Ocean Acidification Search Keywords</gco:CharacterString>
              </gmd:title>
              <gmd:date gco:nilReason="inapplicable" />
            </gmd:CI_Citation>
          </gmd:thesaurusName>
        </gmd:MD_Keywords>
      </gmd:descriptiveKeywords>
      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
          <gmd:keyword>
            <gco:CharacterString>NOAA Ocean Acidification Program (OAP)</gco:CharacterString>
          </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>
          </gmd:type>
          <gmd:thesaurusName>
            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>Research Projects</gco:CharacterString>
              </gmd:title>
              <gmd:date gco:nilReason="inapplicable" />
            </gmd:CI_Citation>
          </gmd:thesaurusName>
        </gmd:MD_Keywords>
      </gmd:descriptiveKeywords>
      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/4eab7956-e59e-4615-8d5c-39a16faa1f27" xlink:actuate="onRequest">EARTH SCIENCE &gt; OCEANS &gt; OCEAN CHEMISTRY &gt; ALKALINITY</gmx:Anchor>
          </gmd:keyword>
          <gmd:keyword>
            <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>
          </gmd:keyword>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/68f7ba1b-a2f9-41b6-9bc1-fd187942fbed" xlink:actuate="onRequest">EARTH SCIENCE &gt; OCEANS &gt; OCEAN CHEMISTRY &gt; CARBONATE</gmx:Anchor>
          </gmd:keyword>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/d9b4f30d-bddd-4888-b66b-07d2dc09708b" xlink:actuate="onRequest">EARTH SCIENCE &gt; OCEANS &gt; OCEAN CHEMISTRY &gt; INORGANIC CARBON</gmx:Anchor>
          </gmd:keyword>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/90aa8838-79bd-4b28-b518-8217e863c385" xlink:actuate="onRequest">EARTH SCIENCE &gt; OCEANS &gt; OCEAN CHEMISTRY &gt; OXYGEN</gmx:Anchor>
          </gmd:keyword>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/4433600b-f323-458a-b295-352f939aab6b" xlink:actuate="onRequest">EARTH SCIENCE &gt; OCEANS &gt; OCEAN CHEMISTRY &gt; PH</gmx:Anchor>
          </gmd:keyword>
          <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>
          </gmd:type>
          <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>
                  </gmd:dateType>
                </gmd:CI_Date>
              </gmd:date>
              <gmd:edition>
                <gco:CharacterString>24</gco:CharacterString>
              </gmd:edition>
              <gmd:citedResponsibleParty>
                <gmd:CI_ResponsibleParty>
                  <gmd:organisationName>
                    <gco:CharacterString>Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA)</gco:CharacterString>
                  </gmd:organisationName>
                  <gmd:contactInfo>
                    <gmd:CI_Contact>
                      <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>
                            <gco:CharacterString>GCMD Keyword Forum Page</gco:CharacterString>
                          </gmd:name>
                          <gmd:description>
                            <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>
                          </gmd:function>
                        </gmd:CI_OnlineResource>
                      </gmd:onlineResource>
                    </gmd:CI_Contact>
                  </gmd:contactInfo>
                  <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:citedResponsibleParty>
            </gmd:CI_Citation>
          </gmd:thesaurusName>
        </gmd:MD_Keywords>
      </gmd:descriptiveKeywords>
      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
          <gmd:keyword>
            <gco:CharacterString>Laboratory experiment</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" />
            </gmd:CI_Citation>
          </gmd:thesaurusName>
        </gmd:MD_Keywords>
      </gmd:descriptiveKeywords>
      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
          <gmd:keyword>
            <gco:CharacterString>14_0</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>16_0</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>16_1w7</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>18_0</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>18_1w7</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>18_1w9</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>18_2w6</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>18_3w3</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>20_1w9</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>20_2w6</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>20_4w6</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>20_5w3</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>22_5w3</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>22_5w6</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>22_6w3</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>Age_weeks</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>Bottle_ID</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>CO2</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>CO2_trt</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>DIC</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>DO</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>DPH</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>DWT_FFA</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>DWT_PL</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>DWT_ST</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>DWT_TAG</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>DWT_Total</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>DWT_sd</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>Date</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>Diet</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>Diet_enrichment</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>Diets_Type</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>Experiment</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>Life_stage</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>Lipid Sample ID</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>Perc_FFA</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>Perc_PL</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>Perc_ST</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>Perc_TAG</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>SL_sd</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>Salinity</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>Sample ID</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>Sample Type</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>TA</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>TAG_ST</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>Temp</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>Time</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>Weeks</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>calcCO2</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>calcO Ar</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>calcpH</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>count</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>h2oDQ</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>mean_DWT</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>mean_SL</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>per_larvae_FFA</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>per_larvae_PL</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>per_larvae_ST</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>per_larvae_TAG</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>per_larvae_Total</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>tank</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" />
            </gmd:CI_Citation>
          </gmd:thesaurusName>
        </gmd:MD_Keywords>
      </gmd:descriptiveKeywords>
      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
          <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/32402358-e5dc-4c01-bede-5304ebea0584" xlink:actuate="onRequest">GAS CHROMATOGRAPHS &gt; GAS CHROMATOGRAPHS</gmx:Anchor>
          </gmd:keyword>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/fdcfecd6-9731-450e-94e8-5bc4c04e22a2" xlink:actuate="onRequest">OXYGEN METERS &gt; OXYGEN METERS</gmx:Anchor>
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                <gco:CharacterString>Parameter or Variable: Dissolved Inorganic Carbon;
Abbreviation: DIC;
Unit: μmol/kg;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: MANIPULATIONCONDITION;
Measured or calculated: MEASURED;
Sampling instrument: Siphoning tube;
Analyzing instrument: AIRICA (Automated InfraRed Inorganic Carbon Analyzer);
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Abbreviation: TA;
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In-situ / Manipulation / Response variable: MANIPULATIONCONDITION;
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CRM manufacturer: Andrew Dickson's lab at Scripps Institute of Oceanography;
Preservation method: saturated HgCl2;
Preservative correction: no correction;
Uncertainty: &lt;0.05%;
Quality flag convention: "h2oDQ" reflects reliabiltity of data: 1=good; 2=questionable/outlier/estimated; 3=known error;
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pH scale: SEAWATERSCALE(SWS);
Observation type: Laboratory experiment;
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Measured or calculated: CALCULATED;
Detailed sampling and analyzing information: calculated from DIC, TA, temperature, and salinity;
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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: calcCO2;
Unit: µatm;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: MANIPULATIONCONDITION;
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;
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                <gco:CharacterString>Parameter or Variable: Time of day of sample collection;
Abbreviation: Time;
Unit: none</gco:CharacterString>
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Abbreviation: Bottle_ID;
Unit: none</gco:CharacterString>
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                <gco:CharacterString>Parameter or Variable: Life stage of organism;
Abbreviation: Life_stage;
Unit: none;
Detailed sampling and analyzing information: Coded as “LARVAL”</gco:CharacterString>
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Unit: none;
Detailed sampling and analyzing information: Coded as "Ambient" or "High"</gco:CharacterString>
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Abbreviation: Temp;
Unit: °C;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: MANIPULATIONCONDITION;
Measured or calculated: MEASURED;
Researcher name: Thomas P. Hurst;
Researcher institution: NOAA Alaska Fisheries Science Center</gco:CharacterString>
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                <gco:CharacterString>Parameter or Variable: Water salinity;
Abbreviation: Salinity;
Unit: ppt;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: MANIPULATIONCONDITION;
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>
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          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Dissolved oxygen concentration in sea water;
Abbreviation: DO;
Unit: mg/L;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: MANIPULATIONCONDITION;
Measured or calculated: MEASURED;
Analyzing instrument: Yellow Springs International meter - Model YSI 85 Units: mg/L;
Researcher name: Thomas P. Hurst;
Researcher institution: NOAA Alaska Fisheries Science Center</gco:CharacterString>
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          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Aragonite saturation state;
Abbreviation: calcO Ar;
Unit: omega;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: MANIPULATIONCONDITION;
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: Researcher Institution: Ocean Acidification Research Center at the University of Alaska at Fairbanks</gco:CharacterString>
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            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Data quality flag for CO2 system measures;
Abbreviation: h2oDQ;
Unit: none;
Observation type: Laboratory experiment;
Detailed sampling and analyzing information: Coded: 1=good; 2=questionable/outlier/estimated; 3=known error;
Researcher name: Thomas P. Hurst;
Researcher institution: NOAA Alaska Fisheries Science Center</gco:CharacterString>
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          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Laboratory tank identifier;
Abbreviation: tank;
Unit: none;
Observation type: Laboratory experiment</gco:CharacterString>
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          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Larval age in days post hatch when data were collected;
Abbreviation: DPH;
Unit: none;
Observation type: Laboratory experiment</gco:CharacterString>
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          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: CO2 treatment;
Abbreviation: CO2;
Unit: none;
Observation type: Laboratory experiment;
Detailed sampling and analyzing information: Coded as "Ambient" or "High"</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Rotifer enrichment identification;
Abbreviation: Diet_enrichment;
Unit: none;
Observation type: Laboratory experiment;
Detailed sampling and analyzing information: Coded as "Plus" for rotifers cultured on RotiGrow® Plus or "Nanno" for rotifers cultured on RotiGreen Nanno® (Reed Mariculture, Campbell, CA)</gco:CharacterString>
              </gmd:description>
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            <gmi:LE_ProcessStep>
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                <gco:CharacterString>Parameter or Variable: Diet type identification;
Abbreviation: Diets_Type;
Unit: none;
Observation type: Laboratory experiment;
Detailed sampling and analyzing information: Coded as "Balanced" for rotifers cultured on RotiGrow® Plus (a blend of five different microalgae) or "Unbalanced" for rotifers cultured on RotiGreen Nanno® (a single-species medium of Nannochloropsis) (Reed Mariculture, Campbell, CA).</gco:CharacterString>
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          <gmd:processStep>
            <gmi:LE_ProcessStep>
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Abbreviation: count;
Unit: none;
Observation type: Laboratory experiment;
Detailed sampling and analyzing information: The number of larvae used to calculate the means ± standard deviations of each treatment replicate for standard length and dry weight</gco:CharacterString>
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                <gco:CharacterString>Parameter or Variable: mean standard length;
Abbreviation: mean_SL;
Unit: mm;
Observation type: Laboratory experiment;
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. At each sampling interval, 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;
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 mean standard length;
Abbreviation: SL_sd;
Unit: mm;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: RESPONSEVARIABLE;
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. At each sampling interval, 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;
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: mean dry weight;
Abbreviation: mean_DWT;
Unit: µg;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: RESPONSEVARIABLE;
Measured or calculated: MEASURED;
Analyzing instrument: Sartorius Microbalance R16OP;
Detailed sampling and analyzing information: Larvae were rinsed with 3% ammonium formate, dried for 24 hours at 50°C, and weighed on a microbalance (Sartorius R16OP) to the nearest microgram.;
Replicate information: Fish were weighed in pooled samples of up to 5 larvae and up to 3 times per tank and sampling event;
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 mean dry weight;
Abbreviation: DWT_sd;
Unit: µg;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: RESPONSEVARIABLE;
Measured or calculated: MEASURED;
Analyzing instrument: Sartorius Microbalance R16OP;
Detailed sampling and analyzing information: Larvae were rinsed with 3% ammonium formate, dried for 24 hours at 50°C, and weighed on a microbalance (Sartorius R16OP) to the nearest microgram.;
Replicate information: Fish were weighed in pooled samples of up to 5 larvae and up to 3 times per tank and sampling event;
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: Lipid sample identification;
Abbreviation: Lipid Sample ID;
Unit: none;
Observation type: Laboratory experiment</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Experiment identification (Ocean Acidification);
Abbreviation: Experiment;
Unit: none;
Observation type: Laboratory experiment</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Sample type identification (rock sole);
Abbreviation: Sample Type;
Unit: none;
Observation type: Laboratory experiment</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Larval age in weeks (post hatch);
Abbreviation: Age_weeks;
Unit: none;
Observation type: Laboratory experiment</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Percentage of total lipids composed of triacylglycerols;
Abbreviation: Perc_TAG;
Unit: none;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: RESPONSEVARIABLE;
Calculation method and parameters: Chromatogram peak area was used with a calibration curve based on a triacylglycerol standard purified from gadid liver;
Analyzing instrument: MARK VI Iatroscan (Iatron Laboratories) with Peak Simple software (ver. 3.67, SRI, Inc.);
Detailed sampling and analyzing information: Copeman LA, Stowell MA, Andrade JF, Hurst TP (2025) Impacts of ocean acidification and altered prey fatty acids on the early development of northern rock sole (Lepidopsetta polyxystra) larvae. J Exp Mar Biol Ecol 589:152111. https://doi.org/10.1016/j.jembe.2025.152111;
Method reference: Copeman LA, Laurel BJ, Spencer M, Sremba A (2017) Temperature impacts on lipid allocation among juvenile gadid species at the Pacific Arctic-Boreal interface: an experimental laboratory approach. Mar Ecol Prog Ser 566:183-198. https://doi.org/10.3354/meps12040;
Biological subject: Northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Louise A. Copeman;
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: Percentage of total lipids composed of free fatty acids;
Abbreviation: Perc_FFA;
Unit: none;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: RESPONSEVARIABLE;
Measured or calculated: MEASURED;
Calculation method and parameters: Chromatogram peak area was used with a calibration curve based on a commercial (Sigma) standard;
Analyzing instrument: MARK VI Iatroscan (Iatron Laboratories) with Peak Simple software (ver. 3.67, SRI, Inc.);
Detailed sampling and analyzing information: Copeman LA, Stowell MA, Andrade JF, Hurst TP (2025) Impacts of ocean acidification and altered prey fatty acids on the early development of northern rock sole (Lepidopsetta polyxystra) larvae. J Exp Mar Biol Ecol 589:152111. https://doi.org/10.1016/j.jembe.2025.152111;
Method reference: Copeman LA, Laurel BJ, Spencer M, Sremba A (2017) Temperature impacts on lipid allocation among juvenile gadid species at the Pacific Arctic-Boreal interface: an experimental laboratory approach. Mar Ecol Prog Ser 566:183-198. https://doi.org/10.3354/meps12040;
Biological subject: Northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Louise A. Copeman;
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: Percentage of total lipids composed of sterols;
Abbreviation: Perc_ST;
Unit: none;
Observation type: Laboratory experiment;
Calculation method and parameters: Chromatogram peak area was used with a calibration curve based on a commercial (Sigma) standard;
Analyzing instrument: MARK VI Iatroscan (Iatron Laboratories) with Peak Simple software (ver. 3.67, SRI, Inc.);
Detailed sampling and analyzing information: Copeman LA, Stowell MA, Andrade JF, Hurst TP (2025) Impacts of ocean acidification and altered prey fatty acids on the early development of northern rock sole (Lepidopsetta polyxystra) larvae. J Exp Mar Biol Ecol 589:152111. https://doi.org/10.1016/j.jembe.2025.152111;
Method reference: Copeman LA, Laurel BJ, Spencer M, Sremba A (2017) Temperature impacts on lipid allocation among juvenile gadid species at the Pacific Arctic-Boreal interface: an experimental laboratory approach. Mar Ecol Prog Ser 566:183-198. https://doi.org/10.3354/meps12040;
Biological subject: Northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Louise A. Copeman;
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: Percentage of total lipids composed of polar lipids;
Abbreviation: Perc_PL;
Unit: none;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: RESPONSEVARIABLE;
Measured or calculated: MEASURED;
Calculation method and parameters: Chromatogram peak area was used with a calibration curve based on a commercial (Sigma) standard;
Analyzing instrument: MARK VI Iatroscan (Iatron Laboratories) with Peak Simple software (ver. 3.67, SRI, Inc.);
Detailed sampling and analyzing information: Copeman LA, Stowell MA, Andrade JF, Hurst TP (2025) Impacts of ocean acidification and altered prey fatty acids on the early development of northern rock sole (Lepidopsetta polyxystra) larvae. J Exp Mar Biol Ecol 589:152111. https://doi.org/10.1016/j.jembe.2025.152111;
Method reference: Copeman LA, Laurel BJ, Spencer M, Sremba A (2017) Temperature impacts on lipid allocation among juvenile gadid species at the Pacific Arctic-Boreal interface: an experimental laboratory approach. Mar Ecol Prog Ser 566:183-198. https://doi.org/10.3354/meps12040;
Biological subject: Northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Louise A. Copeman;
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: Triacylglycerol amount per dry weight of lipid sample;
Abbreviation: DWT_TAG;
Unit: μg/mg;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: RESPONSEVARIABLE;
Measured or calculated: MEASURED;
Calculation method and parameters: Triacylglycerol amount (μg) divided by an estimate of the lipid sample dry weight (mg);
Analyzing instrument: MARK VI Iatroscan (Iatron Laboratories) with Peak Simple software (ver. 3.67, SRI, Inc.);
Detailed sampling and analyzing information: Copeman LA, Stowell MA, Andrade JF, Hurst TP (2025) Impacts of ocean acidification and altered prey fatty acids on the early development of northern rock sole (Lepidopsetta polyxystra) larvae. J Exp Mar Biol Ecol 589:152111. https://doi.org/10.1016/j.jembe.2025.152111;
Method reference: Copeman LA, Laurel BJ, Spencer M, Sremba A (2017) Temperature impacts on lipid allocation among juvenile gadid species at the Pacific Arctic-Boreal interface: an experimental laboratory approach. Mar Ecol Prog Ser 566:183-198. https://doi.org/10.3354/meps12040;
Biological subject: Northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Louise A. Copeman;
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: Free fatty acid amount per dry weight of lipid sample;
Abbreviation: DWT_FFA;
Unit: μg/mg;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: RESPONSEVARIABLE;
Measured or calculated: MEASURED;
Calculation method and parameters: Free fatty acid amount (μg) divided by an estimate of the lipid sample dry weight (mg);
Analyzing instrument: MARK VI Iatroscan (Iatron Laboratories) with Peak Simple software (ver. 3.67, SRI, Inc.);
Detailed sampling and analyzing information: Copeman LA, Stowell MA, Andrade JF, Hurst TP (2025) Impacts of ocean acidification and altered prey fatty acids on the early development of northern rock sole (Lepidopsetta polyxystra) larvae. J Exp Mar Biol Ecol 589:152111. https://doi.org/10.1016/j.jembe.2025.152111;
Method reference: Copeman LA, Laurel BJ, Spencer M, Sremba A (2017) Temperature impacts on lipid allocation among juvenile gadid species at the Pacific Arctic-Boreal interface: an experimental laboratory approach. Mar Ecol Prog Ser 566:183-198. https://doi.org/10.3354/meps12040;
Biological subject: Northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Louise A. Copeman;
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: Sterol amount per dry weight of lipid sample;
Abbreviation: DWT_ST;
Unit: μg/mg;
Observation type: Laboratory experiment;
Calculation method and parameters: Sterol amount (μg) divided by an estimate of the lipid sample dry weight (mg);
Analyzing instrument: MARK VI Iatroscan (Iatron Laboratories) with Peak Simple software (ver. 3.67, SRI, Inc.);
Detailed sampling and analyzing information: Copeman LA, Stowell MA, Andrade JF, Hurst TP (2025) Impacts of ocean acidification and altered prey fatty acids on the early development of northern rock sole (Lepidopsetta polyxystra) larvae. J Exp Mar Biol Ecol 589:152111. https://doi.org/10.1016/j.jembe.2025.152111;
Method reference: Copeman LA, Laurel BJ, Spencer M, Sremba A (2017) Temperature impacts on lipid allocation among juvenile gadid species at the Pacific Arctic-Boreal interface: an experimental laboratory approach. Mar Ecol Prog Ser 566:183-198. https://doi.org/10.3354/meps12040;
Biological subject: Northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Louise A. Copeman;
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: Polar lipid amount per dry weight of lipid sample;
Abbreviation: DWT_PL;
Unit: μg/mg;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: RESPONSEVARIABLE;
Measured or calculated: MEASURED;
Calculation method and parameters: Polar lipid amount (μg) divided by an estimate of the lipid sample dry weight (mg);
Analyzing instrument: MARK VI Iatroscan (Iatron Laboratories) with Peak Simple software (ver. 3.67, SRI, Inc.);
Detailed sampling and analyzing information: Copeman LA, Stowell MA, Andrade JF, Hurst TP (2025) Impacts of ocean acidification and altered prey fatty acids on the early development of northern rock sole (Lepidopsetta polyxystra) larvae. J Exp Mar Biol Ecol 589:152111. https://doi.org/10.1016/j.jembe.2025.152111;
Method reference: Copeman LA, Laurel BJ, Spencer M, Sremba A (2017) Temperature impacts on lipid allocation among juvenile gadid species at the Pacific Arctic-Boreal interface: an experimental laboratory approach. Mar Ecol Prog Ser 566:183-198. https://doi.org/10.3354/meps12040;
Biological subject: Northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Louise A. Copeman;
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: Total lipid amount per dry weight of lipid sample;
Abbreviation: DWT_Total;
Unit: μg/mg;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: RESPONSEVARIABLE;
Measured or calculated: MEASURED;
Calculation method and parameters: Sum of all lipid class amounts in the lipid sample (TAG, FFA, ST, PL, in μg) divided by an estimate of the lipid sample dry weight (mg);
Analyzing instrument: MARK VI Iatroscan (Iatron Laboratories) with Peak Simple software (ver. 3.67, SRI, Inc.);
Detailed sampling and analyzing information: Copeman LA, Stowell MA, Andrade JF, Hurst TP (2025) Impacts of ocean acidification and altered prey fatty acids on the early development of northern rock sole (Lepidopsetta polyxystra) larvae. J Exp Mar Biol Ecol 589:152111. https://doi.org/10.1016/j.jembe.2025.152111;
Method reference: Copeman LA, Laurel BJ, Spencer M, Sremba A (2017) Temperature impacts on lipid allocation among juvenile gadid species at the Pacific Arctic-Boreal interface: an experimental laboratory approach. Mar Ecol Prog Ser 566:183-198. https://doi.org/10.3354/meps12040;
Biological subject: Northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Louise A. Copeman;
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: Triacylglycerol amount per individual larva;
Abbreviation: per_larvae_TAG;
Unit: μg;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: RESPONSEVARIABLE;
Measured or calculated: MEASURED;
Calculation method and parameters: Triacylglycerol amount (μg) divided by number of larvae in lipid sample;
Analyzing instrument: MARK VI Iatroscan (Iatron Laboratories) with Peak Simple software (ver. 3.67, SRI, Inc.);
Detailed sampling and analyzing information: Copeman LA, Stowell MA, Andrade JF, Hurst TP (2025) Impacts of ocean acidification and altered prey fatty acids on the early development of northern rock sole (Lepidopsetta polyxystra) larvae. J Exp Mar Biol Ecol 589:152111. https://doi.org/10.1016/j.jembe.2025.152111;
Method reference: Copeman LA, Laurel BJ, Spencer M, Sremba A (2017) Temperature impacts on lipid allocation among juvenile gadid species at the Pacific Arctic-Boreal interface: an experimental laboratory approach. Mar Ecol Prog Ser 566:183-198. https://doi.org/10.3354/meps12040;
Biological subject: Northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Louise A. Copeman;
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: Free fatty acid amount per individual larva;
Abbreviation: per_larvae_FFA;
Unit: μg;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: RESPONSEVARIABLE;
Measured or calculated: MEASURED;
Calculation method and parameters: Free fatty acid amount (μg) divided by number of larvae in lipid sample;
Analyzing instrument: MARK VI Iatroscan (Iatron Laboratories) with Peak Simple software (ver. 3.67, SRI, Inc.);
Detailed sampling and analyzing information: Copeman LA, Stowell MA, Andrade JF, Hurst TP (2025) Impacts of ocean acidification and altered prey fatty acids on the early development of northern rock sole (Lepidopsetta polyxystra) larvae. J Exp Mar Biol Ecol 589:152111. https://doi.org/10.1016/j.jembe.2025.152111;
Method reference: Copeman LA, Laurel BJ, Spencer M, Sremba A (2017) Temperature impacts on lipid allocation among juvenile gadid species at the Pacific Arctic-Boreal interface: an experimental laboratory approach. Mar Ecol Prog Ser 566:183-198. https://doi.org/10.3354/meps12040;
Biological subject: Northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Louise A. Copeman;
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: Sterol amount per individual larva;
Abbreviation: per_larvae_ST;
Unit: μg;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: RESPONSEVARIABLE;
Measured or calculated: MEASURED;
Calculation method and parameters: Sterol amount (μg) divided by number of larvae in lipid sample;
Analyzing instrument: MARK VI Iatroscan (Iatron Laboratories) with Peak Simple software (ver. 3.67, SRI, Inc.);
Detailed sampling and analyzing information: Copeman LA, Stowell MA, Andrade JF, Hurst TP (2025) Impacts of ocean acidification and altered prey fatty acids on the early development of northern rock sole (Lepidopsetta polyxystra) larvae. J Exp Mar Biol Ecol 589:152111. https://doi.org/10.1016/j.jembe.2025.152111;
Method reference: Copeman LA, Laurel BJ, Spencer M, Sremba A (2017) Temperature impacts on lipid allocation among juvenile gadid species at the Pacific Arctic-Boreal interface: an experimental laboratory approach. Mar Ecol Prog Ser 566:183-198. https://doi.org/10.3354/meps12040;
Biological subject: Northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Louise A. Copeman;
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: Polar lipid amount per individual larva;
Abbreviation: per_larvae_PL;
Unit: μg;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: RESPONSEVARIABLE;
Measured or calculated: MEASURED;
Calculation method and parameters: Polar lipid amount (μg) divided by number of larvae in lipid sample;
Analyzing instrument: MARK VI Iatroscan (Iatron Laboratories) with Peak Simple software (ver. 3.67, SRI, Inc.);
Detailed sampling and analyzing information: Copeman LA, Stowell MA, Andrade JF, Hurst TP (2025) Impacts of ocean acidification and altered prey fatty acids on the early development of northern rock sole (Lepidopsetta polyxystra) larvae. J Exp Mar Biol Ecol 589:152111. https://doi.org/10.1016/j.jembe.2025.152111;
Method reference: Copeman LA, Laurel BJ, Spencer M, Sremba A (2017) Temperature impacts on lipid allocation among juvenile gadid species at the Pacific Arctic-Boreal interface: an experimental laboratory approach. Mar Ecol Prog Ser 566:183-198. https://doi.org/10.3354/meps12040;
Biological subject: Northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Louise A. Copeman;
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: Total lipid amount per individual larva;
Abbreviation: per_larvae_Total;
Unit: μg;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: RESPONSEVARIABLE;
Measured or calculated: MEASURED;
Calculation method and parameters: Total lipid amount (μg) divided by number of larvae in lipid sample;
Analyzing instrument: MARK VI Iatroscan (Iatron Laboratories) with Peak Simple software (ver. 3.67, SRI, Inc.);
Detailed sampling and analyzing information: Copeman LA, Stowell MA, Andrade JF, Hurst TP (2025) Impacts of ocean acidification and altered prey fatty acids on the early development of northern rock sole (Lepidopsetta polyxystra) larvae. J Exp Mar Biol Ecol 589:152111. https://doi.org/10.1016/j.jembe.2025.152111;
Method reference: Copeman LA, Laurel BJ, Spencer M, Sremba A (2017) Temperature impacts on lipid allocation among juvenile gadid species at the Pacific Arctic-Boreal interface: an experimental laboratory approach. Mar Ecol Prog Ser 566:183-198. https://doi.org/10.3354/meps12040;
Biological subject: Northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Louise A. Copeman;
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: Ratio of triacylglycerol to sterol in lipid sample;
Abbreviation: TAG_ST;
Unit: none;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: RESPONSEVARIABLE;
Measured or calculated: MEASURED;
Calculation method and parameters: Ratio of triacylglycerol amount (μg) to sterol amount (μg) in lipid sample;
Analyzing instrument: MARK VI Iatroscan (Iatron Laboratories) with Peak Simple software (ver. 3.67, SRI, Inc.);
Detailed sampling and analyzing information: Copeman LA, Stowell MA, Andrade JF, Hurst TP (2025) Impacts of ocean acidification and altered prey fatty acids on the early development of northern rock sole (Lepidopsetta polyxystra) larvae. J Exp Mar Biol Ecol 589:152111. https://doi.org/10.1016/j.jembe.2025.152111;
Method reference: Copeman LA, Laurel BJ, Spencer M, Sremba A (2017) Temperature impacts on lipid allocation among juvenile gadid species at the Pacific Arctic-Boreal interface: an experimental laboratory approach. Mar Ecol Prog Ser 566:183-198. https://doi.org/10.3354/meps12040;
Biological subject: Northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Louise A. Copeman;
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: Lipid sample identification;
Abbreviation: Sample ID;
Unit: none;
Observation type: Laboratory experiment</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Diet type identification;
Abbreviation: Diet;
Unit: none;
Observation type: Laboratory experiment;
Detailed sampling and analyzing information: Coded as "Balanced" for rotifers cultured on RotiGrow® Plus (a blend of five different microalgae) or "Unbalanced" for rotifers cultured on RotiGreen Nanno® (a single-species medium of Nannochloropsis) (Reed Mariculture, Campbell, CA).</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Larval age in weeks (post hatch);
Abbreviation: Weeks;
Unit: none;
Observation type: Laboratory experiment</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Percentage (by weight) of total fatty acids composed of 14:0 (myristic acid) in lipid sample;
Abbreviation: 14_0;
Unit: none;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: RESPONSEVARIABLE;
Measured or calculated: MEASURED;
Calculation method and parameters: Chromatogram peak area for 14:0 divided by the sum of all chromatogram peak areas and expressed as a percentage;
Sampling instrument: Gas chromatograph;
Analyzing instrument: HP 7890 GCFID;
Detailed sampling and analyzing information: Copeman LA, Stowell MA, Andrade JF, Hurst TP (2025) Impacts of ocean acidification and altered prey fatty acids on the early development of northern rock sole (Lepidopsetta polyxystra) larvae. J Exp Mar Biol Ecol 589:152111. https://doi.org/10.1016/j.jembe.2025.152111;
Method reference: Budge SM, Iverson SJ, Koopman HN (2006) Studying trophic ecology in marine ecosystems using fatty acids: a primer on analysis and interpretation. Mar Mammal Sci 22:759-801. https://doi.org/10.1111/j.1748-7692.2006.00079.x;
Biological subject: Northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Louise A. Copeman;
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: Percentage (by weight) of total fatty acids composed of 16:0 (palmitic acid) in lipid sample;
Abbreviation: 16_0;
Unit: none;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: RESPONSEVARIABLE;
Calculation method and parameters: Chromatogram peak area for 16:0 divided by the sum of all chromatogram peak areas and expressed as a percentage;
Sampling instrument: Gas chromatograph;
Analyzing instrument: HP 7890 GCFID;
Detailed sampling and analyzing information: Copeman LA, Stowell MA, Andrade JF, Hurst TP (2025) Impacts of ocean acidification and altered prey fatty acids on the early development of northern rock sole (Lepidopsetta polyxystra) larvae. J Exp Mar Biol Ecol 589:152111. https://doi.org/10.1016/j.jembe.2025.152111;
Method reference: Budge SM, Iverson SJ, Koopman HN (2006) Studying trophic ecology in marine ecosystems using fatty acids: a primer on analysis and interpretation. Mar Mammal Sci 22:759-801. https://doi.org/10.1111/j.1748-7692.2006.00079.x;
Biological subject: Northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Louise A. Copeman;
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: Percentage (by weight) of total fatty acids composed of 16:1n-7 (palmitoleic acid) in lipid sample;
Abbreviation: 16_1w7;
Unit: none;
Observation type: Lab;
In-situ / Manipulation / Response variable: RESPONSEVARIABLE;
Measured or calculated: MEASURED;
Calculation method and parameters: Chromatogram peak area for 16:1n-7 divided by the sum of all chromatogram peak areas and expressed as a percentage;
Sampling instrument: Gas chromatograph;
Analyzing instrument: HP 7890 GCFID;
Detailed sampling and analyzing information: Copeman LA, Stowell MA, Andrade JF, Hurst TP (2025) Impacts of ocean acidification and altered prey fatty acids on the early development of northern rock sole (Lepidopsetta polyxystra) larvae. J Exp Mar Biol Ecol 589:152111. https://doi.org/10.1016/j.jembe.2025.152111;
Method reference: Budge SM, Iverson SJ, Koopman HN (2006) Studying trophic ecology in marine ecosystems using fatty acids: a primer on analysis and interpretation. Mar Mammal Sci 22:759-801. https://doi.org/10.1111/j.1748-7692.2006.00079.x;
Biological subject: Northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Louise A. Copeman;
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: Percentage (by weight) of total fatty acids composed of 18:0 (stearic acid) in lipid sample;
Abbreviation: 18_0;
Unit: none;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: RESPONSEVARIABLE;
Measured or calculated: MEASURED;
Calculation method and parameters: Chromatogram peak area for 18:0 divided by the sum of all chromatogram peak areas and expressed as a percentage;
Sampling instrument: Gas chromatograph;
Analyzing instrument: HP 7890 GCFID;
Detailed sampling and analyzing information: Copeman LA, Stowell MA, Andrade JF, Hurst TP (2025) Impacts of ocean acidification and altered prey fatty acids on the early development of northern rock sole (Lepidopsetta polyxystra) larvae. J Exp Mar Biol Ecol 589:152111. https://doi.org/10.1016/j.jembe.2025.152111;
Method reference: Budge SM, Iverson SJ, Koopman HN (2006) Studying trophic ecology in marine ecosystems using fatty acids: a primer on analysis and interpretation. Mar Mammal Sci 22:759-801. https://doi.org/10.1111/j.1748-7692.2006.00079.x;
Biological subject: Northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Louise A. Copeman;
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: Percentage (by weight) of total fatty acids composed of 18:1n-9 (oleic acid) in lipid sample;
Abbreviation: 18_1w9;
Unit: none;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: RESPONSEVARIABLE;
Measured or calculated: MEASURED;
Calculation method and parameters: Chromatogram peak area for 18:1n-9 divided by the sum of all chromatogram peak areas and expressed as a percentage;
Sampling instrument: Gas chromatograph;
Analyzing instrument: HP 7890 GCFID;
Detailed sampling and analyzing information: Copeman LA, Stowell MA, Andrade JF, Hurst TP (2025) Impacts of ocean acidification and altered prey fatty acids on the early development of northern rock sole (Lepidopsetta polyxystra) larvae. J Exp Mar Biol Ecol 589:152111. https://doi.org/10.1016/j.jembe.2025.152111;
Method reference: Budge SM, Iverson SJ, Koopman HN (2006) Studying trophic ecology in marine ecosystems using fatty acids: a primer on analysis and interpretation. Mar Mammal Sci 22:759-801. https://doi.org/10.1111/j.1748-7692.2006.00079.x;
Biological subject: Northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Louise A. Copeman;
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: Percentage (by weight) of total fatty acids composed of 18:1n-7 (vaccenic acid) in lipid sample;
Abbreviation: 18_1w7;
Unit: none;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: RESPONSEVARIABLE;
Measured or calculated: MEASURED;
Calculation method and parameters: Chromatogram peak area for 18:1n-7 divided by the sum of all chromatogram peak areas and expressed as a percentage;
Sampling instrument: Gas chromatograph;
Analyzing instrument: HP 7890 GCFID;
Detailed sampling and analyzing information: Copeman LA, Stowell MA, Andrade JF, Hurst TP (2025) Impacts of ocean acidification and altered prey fatty acids on the early development of northern rock sole (Lepidopsetta polyxystra) larvae. J Exp Mar Biol Ecol 589:152111. https://doi.org/10.1016/j.jembe.2025.152111;
Method reference: Budge SM, Iverson SJ, Koopman HN (2006) Studying trophic ecology in marine ecosystems using fatty acids: a primer on analysis and interpretation. Mar Mammal Sci 22:759-801. https://doi.org/10.1111/j.1748-7692.2006.00079.x;
Biological subject: Northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Louise A. Copeman;
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: Percentage (by weight) of total fatty acids composed of 18:2n-6 (linoleic acid) in lipid sample;
Abbreviation: 18_2w6;
Unit: none;
Observation type: Laboratory experiment;
Calculation method and parameters: Chromatogram peak area for 18:2n-6 divided by the sum of all chromatogram peak areas and expressed as a percentage;
Sampling instrument: Gas chromatograph;
Analyzing instrument: HP 7890 GCFID;
Detailed sampling and analyzing information: Copeman LA, Stowell MA, Andrade JF, Hurst TP (2025) Impacts of ocean acidification and altered prey fatty acids on the early development of northern rock sole (Lepidopsetta polyxystra) larvae. J Exp Mar Biol Ecol 589:152111. https://doi.org/10.1016/j.jembe.2025.152111;
Method reference: Budge SM, Iverson SJ, Koopman HN (2006) Studying trophic ecology in marine ecosystems using fatty acids: a primer on analysis and interpretation. Mar Mammal Sci 22:759-801. https://doi.org/10.1111/j.1748-7692.2006.00079.x;
Biological subject: Northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Louise A. Copeman;
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: Percentage (by weight) of total fatty acids composed of 18:3n-3 (alpha-linolenic acid) in lipid sample;
Abbreviation: 18_3w3;
Unit: none;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: RESPONSEVARIABLE;
Measured or calculated: MEASURED;
Calculation method and parameters: Chromatogram peak area for 18:3n-3 divided by the sum of all chromatogram peak areas and expressed as a percentage;
Sampling instrument: Gas chromatograph;
Analyzing instrument: HP 7890 GCFID;
Detailed sampling and analyzing information: Copeman LA, Stowell MA, Andrade JF, Hurst TP (2025) Impacts of ocean acidification and altered prey fatty acids on the early development of northern rock sole (Lepidopsetta polyxystra) larvae. J Exp Mar Biol Ecol 589:152111. https://doi.org/10.1016/j.jembe.2025.152111;
Method reference: Budge SM, Iverson SJ, Koopman HN (2006) Studying trophic ecology in marine ecosystems using fatty acids: a primer on analysis and interpretation. Mar Mammal Sci 22:759-801. https://doi.org/10.1111/j.1748-7692.2006.00079.x;
Biological subject: Northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Louise A. Copeman;
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: Percentage (by weight) of total fatty acids composed of 20:1n-9 (eicosenoic acid) in lipid sample;
Abbreviation: 20_1w9;
Unit: none;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: RESPONSEVARIABLE;
Measured or calculated: MEASURED;
Calculation method and parameters: Chromatogram peak area for 20:1n-9 divided by the sum of all chromatogram peak areas and expressed as a percentage;
Sampling instrument: Gas chromatograph;
Analyzing instrument: HP 7890 GCFID;
Detailed sampling and analyzing information: Copeman LA, Stowell MA, Andrade JF, Hurst TP (2025) Impacts of ocean acidification and altered prey fatty acids on the early development of northern rock sole (Lepidopsetta polyxystra) larvae. J Exp Mar Biol Ecol 589:152111. https://doi.org/10.1016/j.jembe.2025.152111;
Method reference: Budge SM, Iverson SJ, Koopman HN (2006) Studying trophic ecology in marine ecosystems using fatty acids: a primer on analysis and interpretation. Mar Mammal Sci 22:759-801. https://doi.org/10.1111/j.1748-7692.2006.00079.x;
Biological subject: Northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Louise A. Copeman;
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: Percentage (by weight) of total fatty acids composed of 20:2n-6 (eicosadienoic acid) in lipid sample;
Abbreviation: 20_2w6;
Unit: none;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: RESPONSEVARIABLE;
Measured or calculated: MEASURED;
Calculation method and parameters: Chromatogram peak area for 20:2n-6 divided by the sum of all chromatogram peak areas and expressed as a percentage;
Sampling instrument: Gas chromatograph;
Analyzing instrument: HP 7890 GCFID;
Detailed sampling and analyzing information: Copeman LA, Stowell MA, Andrade JF, Hurst TP (2025) Impacts of ocean acidification and altered prey fatty acids on the early development of northern rock sole (Lepidopsetta polyxystra) larvae. J Exp Mar Biol Ecol 589:152111. https://doi.org/10.1016/j.jembe.2025.152111;
Method reference: Budge SM, Iverson SJ, Koopman HN (2006) Studying trophic ecology in marine ecosystems using fatty acids: a primer on analysis and interpretation. Mar Mammal Sci 22:759-801. https://doi.org/10.1111/j.1748-7692.2006.00079.x;
Biological subject: Northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Louise A. Copeman;
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: Percentage (by weight) of total fatty acids composed of 20:4n-6 (arachidonic acid) in lipid sample;
Abbreviation: 20_4w6;
Unit: none;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: RESPONSEVARIABLE;
Measured or calculated: MEASURED;
Calculation method and parameters: Chromatogram peak area for 20:4n-6 divided by the sum of all chromatogram peak areas and expressed as a percentage;
Sampling instrument: Gas chromatograph;
Analyzing instrument: HP 7890 GCFID;
Detailed sampling and analyzing information: Copeman LA, Stowell MA, Andrade JF, Hurst TP (2025) Impacts of ocean acidification and altered prey fatty acids on the early development of northern rock sole (Lepidopsetta polyxystra) larvae. J Exp Mar Biol Ecol 589:152111. https://doi.org/10.1016/j.jembe.2025.152111;
Method reference: Budge SM, Iverson SJ, Koopman HN (2006) Studying trophic ecology in marine ecosystems using fatty acids: a primer on analysis and interpretation. Mar Mammal Sci 22:759-801. https://doi.org/10.1111/j.1748-7692.2006.00079.x;
Biological subject: Northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Louise A. Copeman;
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: Percentage (by weight) of total fatty acids composed of 20:5n-3 (eicosapentaenoic acid) in lipid sample;
Abbreviation: 20_5w3;
Unit: none;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: RESPONSEVARIABLE;
Measured or calculated: MEASURED;
Calculation method and parameters: Chromatogram peak area for 20:5n-3 divided by the sum of all chromatogram peak areas and expressed as a percentage;
Sampling instrument: Gas chromatograph;
Analyzing instrument: HP 7890 GCFID;
Detailed sampling and analyzing information: Copeman LA, Stowell MA, Andrade JF, Hurst TP (2025) Impacts of ocean acidification and altered prey fatty acids on the early development of northern rock sole (Lepidopsetta polyxystra) larvae. J Exp Mar Biol Ecol 589:152111. https://doi.org/10.1016/j.jembe.2025.152111;
Method reference: Budge SM, Iverson SJ, Koopman HN (2006) Studying trophic ecology in marine ecosystems using fatty acids: a primer on analysis and interpretation. Mar Mammal Sci 22:759-801. https://doi.org/10.1111/j.1748-7692.2006.00079.x;
Biological subject: Northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Louise A. Copeman;
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: Percentage (by weight) of total fatty acids composed of 22:5n-6 (osbond acid) in lipid sample;
Abbreviation: 22_5w6;
Unit: none;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: RESPONSEVARIABLE;
Measured or calculated: MEASURED;
Calculation method and parameters: Chromatogram peak area for 22:5n-6 divided by the sum of all chromatogram peak areas and expressed as a percentage;
Sampling instrument: Gas chromatograph;
Analyzing instrument: HP 7890 GCFID;
Detailed sampling and analyzing information: Copeman LA, Stowell MA, Andrade JF, Hurst TP (2025) Impacts of ocean acidification and altered prey fatty acids on the early development of northern rock sole (Lepidopsetta polyxystra) larvae. J Exp Mar Biol Ecol 589:152111. https://doi.org/10.1016/j.jembe.2025.152111;
Method reference: Budge SM, Iverson SJ, Koopman HN (2006) Studying trophic ecology in marine ecosystems using fatty acids: a primer on analysis and interpretation. Mar Mammal Sci 22:759-801. https://doi.org/10.1111/j.1748-7692.2006.00079.x;
Biological subject: Northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Louise A. Copeman;
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: Percentage (by weight) of total fatty acids composed of 22:5n-3 (clupanodonic acid) in lipid sample;
Abbreviation: 22_5w3;
Unit: none;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: RESPONSEVARIABLE;
Measured or calculated: MEASURED;
Calculation method and parameters: Chromatogram peak area for 22:5n-3 divided by the sum of all chromatogram peak areas and expressed as a percentage;
Sampling instrument: Gas chromatograph;
Analyzing instrument: HP 7890 GCFID;
Detailed sampling and analyzing information: Copeman LA, Stowell MA, Andrade JF, Hurst TP (2025) Impacts of ocean acidification and altered prey fatty acids on the early development of northern rock sole (Lepidopsetta polyxystra) larvae. J Exp Mar Biol Ecol 589:152111. https://doi.org/10.1016/j.jembe.2025.152111;
Method reference: Budge SM, Iverson SJ, Koopman HN (2006) Studying trophic ecology in marine ecosystems using fatty acids: a primer on analysis and interpretation. Mar Mammal Sci 22:759-801. https://doi.org/10.1111/j.1748-7692.2006.00079.x;
Biological subject: Northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Louise A. Copeman;
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: Percentage (by weight) of total fatty acids composed of 22:6n-3 (docosahexaenoic acid) in lipid sample;
Abbreviation: 22_6w3;
Unit: none;
Observation type: Laboratory experiment;
In-situ / Manipulation / Response variable: RESPONSEVARIABLE;
Measured or calculated: MEASURED;
Calculation method and parameters: Chromatogram peak area for 22:6n-3 divided by the sum of all chromatogram peak areas and expressed as a percentage;
Sampling instrument: Gas chromatograph;
Analyzing instrument: HP 7890 GCFID;
Detailed sampling and analyzing information: Copeman LA, Stowell MA, Andrade JF, Hurst TP (2025) Impacts of ocean acidification and altered prey fatty acids on the early development of northern rock sole (Lepidopsetta polyxystra) larvae. J Exp Mar Biol Ecol 589:152111. https://doi.org/10.1016/j.jembe.2025.152111;
Method reference: Budge SM, Iverson SJ, Koopman HN (2006) Studying trophic ecology in marine ecosystems using fatty acids: a primer on analysis and interpretation. Mar Mammal Sci 22:759-801. https://doi.org/10.1111/j.1748-7692.2006.00079.x;
Biological subject: Northern rock sole;
Species ID: Lepidopsetta polyxystra;
Researcher name: Louise A. Copeman;
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_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_bee1">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>chromatograph</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>chromatograph</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>Gas, ion, liquid or other chromatograph</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument id="inst_bef4">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>oxygen sensor</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>oxygen sensor</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>Any instrument that measures oxygen content in a compound.</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_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:MI_AcquisitionInformation>
  </gmi:acquisitionInformation>
</gmi:MI_Metadata>