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These data have been updated following a Canadian Science Advice Secretariat (CSAS) Regional Science Advisory Process. Associated publications are available in the citation section below or will be posted on the Fisheries and Oceans Canada (DFO) Science Advisory Schedule as they become available.

DESCRIPTION:
The yearly biomass estimates of Gulf of St. Lawrence Witch Flounder were obtained using a Bayesian Schaefer Surplus Production model as part of the stock assessment to year 2021.

The yearly estimates presented come from Markov Chain Monte Carlo (MCMC) simulations. The yearly median estimates are provided, along with uncertainty estimates (2.5th, 25th, 75th and 97.5th percentiles). The values are in thousands of tons of 30+ cm biomass.

USE LIMITATION:
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DESCRIPTION :
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Les estimations annuelles présentées proviennent de simulations Markov Chain Monte Carlo (MCMC). Les estimations médianes annuelles sont fournies, ainsi que les estimations de l’incertitude (2,5e, 25e, 75e et 97,5e centiles). Les valeurs sont en milliers de tonnes de biomasse 30+ cm.

LIMITATION DE L’UTILISATION :
Pour assurer l’intégrité scientifique et l’utilisation appropriée des données, nous vous encourageons à contacter le gardien des données.</gmd:LocalisedCharacterString>
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                        <gco:CharacterString>Integrated Taxonomic Information System (ITIS)</gco:CharacterString>
                        <gmd:PT_FreeText>
                           <gmd:textGroup>
                              <gmd:LocalisedCharacterString locale="#fra">Système d'information taxonomique intégré (SITI)</gmd:LocalisedCharacterString>
                           </gmd:textGroup>
                        </gmd:PT_FreeText>
                     </gmd:title>
                     <gmd:date>
                        <gmd:CI_Date>
                           <gmd:date>
                              <gco:Date>2017</gco:Date>
                           </gmd:date>
                           <gmd:dateType>
                              <gmd:CI_DateTypeCode codeList="http://nap.geogratis.gc.ca/metadata/register/napMetadataRegister.xml#IC_87"
                                                   codeListValue="RI_368">revision; révision</gmd:CI_DateTypeCode>
                           </gmd:dateType>
                        </gmd:CI_Date>
                     </gmd:date>
                     <gmd:date>
                        <gmd:CI_Date>
                           <gmd:date>
                              <gco:Date>2017</gco:Date>
                           </gmd:date>
                           <gmd:dateType>
                              <gmd:CI_DateTypeCode codeList="http://nap.geogratis.gc.ca/metadata/register/napMetadataRegister.xml#IC_87"
                                                   codeListValue="RI_367">publication; publication</gmd:CI_DateTypeCode>
                           </gmd:dateType>
                        </gmd:CI_Date>
                     </gmd:date>
                     <gmd:date>
                        <gmd:CI_Date>
                           <gmd:date>
                              <gco:Date>2017</gco:Date>
                           </gmd:date>
                           <gmd:dateType>
                              <gmd:CI_DateTypeCode codeList="http://nap.geogratis.gc.ca/metadata/register/napMetadataRegister.xml#IC_87"
                                                   codeListValue="RI_366">creation;création</gmd:CI_DateTypeCode>
                           </gmd:dateType>
                        </gmd:CI_Date>
                     </gmd:date>
                     <gmd:citedResponsibleParty>
                        <gmd:CI_ResponsibleParty>
                           <gmd:organisationName xsi:type="gmd:PT_FreeText_PropertyType">
                              <gco:CharacterString>Integrated Taxonomic Information System (ITIS)</gco:CharacterString>
                              <gmd:PT_FreeText>
                                 <gmd:textGroup>
                                    <gmd:LocalisedCharacterString locale="#fra">Système d'information taxonomique intégré (SITI)</gmd:LocalisedCharacterString>
                                 </gmd:textGroup>
                              </gmd:PT_FreeText>
                           </gmd:organisationName>
                           <gmd:contactInfo>
                              <gmd:CI_Contact>
                                 <gmd:onlineResource>
                                    <gmd:CI_OnlineResource>
                                       <gmd:linkage>
                                          <gmd:URL>https://www.itis.gov</gmd:URL>
                                       </gmd:linkage>
                                       <gmd:protocol>
                                          <gco:CharacterString>WWW:LINK-1.0-http--link</gco:CharacterString>
                                       </gmd:protocol>
                                    </gmd:CI_OnlineResource>
                                 </gmd:onlineResource>
                              </gmd:CI_Contact>
                           </gmd:contactInfo>
                           <gmd:role>
                              <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode"
                                               codeListValue="owner">Owner</gmd:CI_RoleCode>
                           </gmd:role>
                        </gmd:CI_ResponsibleParty>
                     </gmd:citedResponsibleParty>
                  </gmd:CI_Citation>
               </gmd:thesaurusName>
            </gmd:MD_Keywords>
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            <gmd:MD_Keywords>
               <gmd:keyword xsi:type="gmd:PT_FreeText_PropertyType">
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                     <gmd:textGroup>
                        <gmd:LocalisedCharacterString locale="#fra">Poisson</gmd:LocalisedCharacterString>
                     </gmd:textGroup>
                  </gmd:PT_FreeText>
               </gmd:keyword>
               <gmd:keyword xsi:type="gmd:PT_FreeText_PropertyType">
                  <gco:CharacterString>Fisheries resources</gco:CharacterString>
                  <gmd:PT_FreeText>
                     <gmd:textGroup>
                        <gmd:LocalisedCharacterString locale="#fra">Ressources halieutiques</gmd:LocalisedCharacterString>
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               </gmd:keyword>
               <gmd:type>
                  <gmd:MD_KeywordTypeCode codeList="https://schemas.metadata.geo.ca/register/napMetadataRegister.xml#IC_101"
                                          codeListValue="RI_528">theme; thème</gmd:MD_KeywordTypeCode>
               </gmd:type>
               <gmd:thesaurusName>
                  <gmd:CI_Citation>
                     <gmd:title xsi:type="gmd:PT_FreeText_PropertyType">
                        <gco:CharacterString>Government of Canada Core Subject Thesaurus</gco:CharacterString>
                        <gmd:PT_FreeText>
                           <gmd:textGroup>
                              <gmd:LocalisedCharacterString locale="#fra">Thésaurus des sujets de base du gouvernement du Canada</gmd:LocalisedCharacterString>
                           </gmd:textGroup>
                        </gmd:PT_FreeText>
                     </gmd:title>
                     <gmd:date>
                        <gmd:CI_Date>
                           <gmd:date>
                              <gco:Date>2004</gco:Date>
                           </gmd:date>
                           <gmd:dateType>
                              <gmd:CI_DateTypeCode codeList="https://schemas.metadata.geo.ca/register/napMetadataRegister.xml#IC_87"
                                                   codeListValue="RI_367">publication; publication</gmd:CI_DateTypeCode>
                           </gmd:dateType>
                        </gmd:CI_Date>
                     </gmd:date>
                     <gmd:date>
                        <gmd:CI_Date>
                           <gmd:date>
                              <gco:Date>2016-07-04</gco:Date>
                           </gmd:date>
                           <gmd:dateType>
                              <gmd:CI_DateTypeCode codeList="https://schemas.metadata.geo.ca/register/napMetadataRegister.xml#IC_87"
                                                   codeListValue="RI_366">creation;création</gmd:CI_DateTypeCode>
                           </gmd:dateType>
                        </gmd:CI_Date>
                     </gmd:date>
                     <gmd:identifier>
                        <gmd:MD_Identifier>
                           <gmd:code>
                              <gmx:Anchor xlink:href="https://api-proxy.edh-cde.dfo-mpo.gc.ca/catalogue/registries/vocabularies/external.theme.GC_Core_Subject">geonetwork.thesaurus.external.theme.GC_Core_Subject</gmx:Anchor>
                           </gmd:code>
                        </gmd:MD_Identifier>
                     </gmd:identifier>
                     <gmd:citedResponsibleParty>
                        <gmd:CI_ResponsibleParty>
                           <gmd:organisationName xsi:type="gmd:PT_FreeText_PropertyType">
                              <gco:CharacterString>Government of Canada; Library and Archives Canada</gco:CharacterString>
                              <gmd:PT_FreeText>
                                 <gmd:textGroup>
                                    <gmd:LocalisedCharacterString locale="#fra">Gouvernement du Canada; Bibliothèque et Archives Canada</gmd:LocalisedCharacterString>
                                 </gmd:textGroup>
                              </gmd:PT_FreeText>
                           </gmd:organisationName>
                           <gmd:role>
                              <gmd:CI_RoleCode codeList="https://schemas.metadata.geo.ca/register/napMetadataRegister.xml#IC_90"
                                               codeListValue="RI_409">custodian; conservateur</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 xsi:type="gmd:PT_FreeText_PropertyType">
                  <gco:CharacterString>Gulf of St. Lawrence</gco:CharacterString>
                  <gmd:PT_FreeText>
                     <gmd:textGroup>
                        <gmd:LocalisedCharacterString locale="#fra">Golfe du Saint-Laurent</gmd:LocalisedCharacterString>
                     </gmd:textGroup>
                  </gmd:PT_FreeText>
               </gmd:keyword>
               <gmd:type>
                  <gmd:MD_KeywordTypeCode codeList="https://schemas.metadata.geo.ca/register/napMetadataRegister.xml#IC_101"
                                          codeListValue="RI_525">place; endroit</gmd:MD_KeywordTypeCode>
               </gmd:type>
               <gmd:thesaurusName>
                  <gmd:CI_Citation>
                     <gmd:title xsi:type="gmd:PT_FreeText_PropertyType">
                        <gco:CharacterString>DFO Areas</gco:CharacterString>
                        <gmd:PT_FreeText>
                           <gmd:textGroup>
                              <gmd:LocalisedCharacterString locale="#fra">Zones du MPO</gmd:LocalisedCharacterString>
                           </gmd:textGroup>
                        </gmd:PT_FreeText>
                     </gmd:title>
                     <gmd:date>
                        <gmd:CI_Date>
                           <gmd:date>
                              <gco:Date>2009-01-06</gco:Date>
                           </gmd:date>
                           <gmd:dateType>
                              <gmd:CI_DateTypeCode codeList="http://nap.geogratis.gc.ca/metadata/register/napMetadataRegister.xml#IC_87"
                                                   codeListValue="RI_368">revision; révision</gmd:CI_DateTypeCode>
                           </gmd:dateType>
                        </gmd:CI_Date>
                     </gmd:date>
                     <gmd:date>
                        <gmd:CI_Date>
                           <gmd:date>
                              <gco:Date>2009</gco:Date>
                           </gmd:date>
                           <gmd:dateType>
                              <gmd:CI_DateTypeCode codeList="http://nap.geogratis.gc.ca/metadata/register/napMetadataRegister.xml#IC_87"
                                                   codeListValue="RI_367">publication; publication</gmd:CI_DateTypeCode>
                           </gmd:dateType>
                        </gmd:CI_Date>
                     </gmd:date>
                     <gmd:date>
                        <gmd:CI_Date>
                           <gmd:date>
                              <gco:Date>2009</gco:Date>
                           </gmd:date>
                           <gmd:dateType>
                              <gmd:CI_DateTypeCode codeList="http://nap.geogratis.gc.ca/metadata/register/napMetadataRegister.xml#IC_87"
                                                   codeListValue="RI_366">creation;création</gmd:CI_DateTypeCode>
                           </gmd:dateType>
                        </gmd:CI_Date>
                     </gmd:date>
                     <gmd:citedResponsibleParty>
                        <gmd:CI_ResponsibleParty>
                           <gmd:individualName>
                              <gco:CharacterString>Doug Gregory</gco:CharacterString>
                           </gmd:individualName>
                           <gmd:organisationName xsi:type="gmd:PT_FreeText_PropertyType">
                              <gco:CharacterString>Government of Canada; Fisheries and Oceans Canada</gco:CharacterString>
                              <gmd:PT_FreeText>
                                 <gmd:textGroup>
                                    <gmd:LocalisedCharacterString locale="#fra">Gouvernement du Canada; Pêches et Océans Canada</gmd:LocalisedCharacterString>
                                 </gmd:textGroup>
                              </gmd:PT_FreeText>
                           </gmd:organisationName>
                           <gmd:contactInfo>
                              <gmd:CI_Contact>
                                 <gmd:onlineResource>
                                    <gmd:CI_OnlineResource>
                                       <gmd:linkage>
                                          <gmd:URL>https://www.dfo-mpo.gc.ca/oceans/maps-cartes/bioregions-eng.html</gmd:URL>
                                       </gmd:linkage>
                                       <gmd:protocol>
                                          <gco:CharacterString>WWW:LINK-1.0-http--link</gco:CharacterString>
                                       </gmd:protocol>
                                    </gmd:CI_OnlineResource>
                                 </gmd:onlineResource>
                              </gmd:CI_Contact>
                           </gmd:contactInfo>
                           <gmd:role>
                              <gmd:CI_RoleCode codeList="http://nap.geogratis.gc.ca/metadata/register/napMetadataRegister.xml#IC_90"
                                               codeListValue="RI_413">originator; créateur</gmd:CI_RoleCode>
                           </gmd:role>
                        </gmd:CI_ResponsibleParty>
                     </gmd:citedResponsibleParty>
                  </gmd:CI_Citation>
               </gmd:thesaurusName>
            </gmd:MD_Keywords>
         </gmd:descriptiveKeywords>
         <gmd:resourceConstraints>
            <gmd:MD_LegalConstraints>
               <gmd:useLimitation xsi:type="gmd:PT_FreeText_PropertyType">
                  <gco:CharacterString>Open Government Licence - Canada (http://open.canada.ca/en/open-government-licence-canada)</gco:CharacterString>
                  <gmd:PT_FreeText>
                     <gmd:textGroup>
                        <gmd:LocalisedCharacterString locale="#fra">Licence du gouvernement ouvert - Canada (http://ouvert.canada.ca/fr/licence-du-gouvernement-ouvert-canada)</gmd:LocalisedCharacterString>
                     </gmd:textGroup>
                  </gmd:PT_FreeText>
               </gmd:useLimitation>
               <gmd:accessConstraints>
                  <gmd:MD_RestrictionCode codeList="https://schemas.metadata.geo.ca/register/napMetadataRegister.xml#IC_107"
                                          codeListValue="RI_606">license; licence</gmd:MD_RestrictionCode>
               </gmd:accessConstraints>
               <gmd:useConstraints>
                  <gmd:MD_RestrictionCode codeList="https://schemas.metadata.geo.ca/register/napMetadataRegister.xml#IC_107"
                                          codeListValue="RI_606">license; licence</gmd:MD_RestrictionCode>
               </gmd:useConstraints>
            </gmd:MD_LegalConstraints>
         </gmd:resourceConstraints>
         <gmd:resourceConstraints>
            <gmd:MD_Constraints>
               <gmd:useLimitation xsi:type="gmd:PT_FreeText_PropertyType">
                  <gco:CharacterString>To ensure scientific integrity and appropriate use of the data, we would encourage you to contact the data custodian.</gco:CharacterString>
                  <gmd:PT_FreeText>
                     <gmd:textGroup>
                        <gmd:LocalisedCharacterString locale="#fra">Pour assurer l'intégrité scientifique et l'utilisation appropriée des données, nous vous encourageons à contacter le gardien des données.</gmd:LocalisedCharacterString>
                     </gmd:textGroup>
                  </gmd:PT_FreeText>
               </gmd:useLimitation>
            </gmd:MD_Constraints>
         </gmd:resourceConstraints>
         <gmd:resourceConstraints>
            <gmd:MD_SecurityConstraints>
               <gmd:useLimitation xsi:type="gmd:PT_FreeText_PropertyType">
                  <gco:CharacterString>None</gco:CharacterString>
                  <gmd:PT_FreeText>
                     <gmd:textGroup>
                        <gmd:LocalisedCharacterString locale="#fra">Aucune</gmd:LocalisedCharacterString>
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                  <gmd:MD_ClassificationCode codeList="https://schemas.metadata.geo.ca/register/napMetadataRegister.xml#IC_96"
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            <gmd:MD_SpatialRepresentationTypeCode codeList="https://schemas.metadata.geo.ca/register/napMetadataRegister.xml#IC_109"
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         <gmd:language>
            <gco:CharacterString>eng; CAN</gco:CharacterString>
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            <gmd:MD_CharacterSetCode codeList="https://schemas.metadata.geo.ca/register/napMetadataRegister.xml#IC_95"
                                     codeListValue="RI_458">utf8; utf8</gmd:MD_CharacterSetCode>
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         <gmd:topicCategory>
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         </gmd:topicCategory>
         <gmd:topicCategory>
            <gmd:MD_TopicCategoryCode>oceans</gmd:MD_TopicCategoryCode>
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                  <gmd:EX_TemporalExtent>
                     <gmd:extent>
                        <gml:TimePeriod gml:id="timeperiod1">
                           <gml:beginPosition>1961</gml:beginPosition>
                           <gml:endPosition>2021</gml:endPosition>
                        </gml:TimePeriod>
                     </gmd:extent>
                  </gmd:EX_TemporalExtent>
               </gmd:temporalElement>
            </gmd:EX_Extent>
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         <gmd:extent>
            <gmd:EX_Extent>
               <gmd:description xsi:type="gmd:PT_FreeText_PropertyType">
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                        <gmd:LocalisedCharacterString locale="#fra">Divisions 4RST de l'OPANO</gmd:LocalisedCharacterString>
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                     <gmd:eastBoundLongitude>
                        <gco:Decimal>-55.4222</gco:Decimal>
                     </gmd:eastBoundLongitude>
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                        <gco:Decimal>45.5856</gco:Decimal>
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                        <gco:Decimal>52.25</gco:Decimal>
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                  </gmd:EX_GeographicBoundingBox>
               </gmd:geographicElement>
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                        <gco:CharacterString>Government of Canada; Fisheries and Oceans Canada</gco:CharacterString>
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                              <gmd:LocalisedCharacterString locale="#fra">Gouvernement du Canada; Pêches et Océans Canada</gmd:LocalisedCharacterString>
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                                 <gmd:voice xsi:type="gmd:PT_FreeText_PropertyType">
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                                    <gmd:PT_FreeText>
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                                    <gmd:PT_FreeText>
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                                          <gmd:LocalisedCharacterString locale="#fra">343 Université Ave</gmd:LocalisedCharacterString>
                                       </gmd:textGroup>
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                                    <gmd:PT_FreeText>
                                       <gmd:textGroup>
                                          <gmd:LocalisedCharacterString locale="#fra">DFO.GLFCSA-CASGLF.MPO@dfo-mpo.gc.ca</gmd:LocalisedCharacterString>
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                        <gmd:CI_RoleCode codeList="https://schemas.metadata.geo.ca/register/napMetadataRegister.xml#IC_90"
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               </gmd:distributorContact>
            </gmd:MD_Distributor>
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         <gmd:transferOptions>
            <gmd:MD_DigitalTransferOptions>
               <gmd:onLine>
                  <gmd:CI_OnlineResource>
                     <gmd:linkage>
                        <gmd:URL>https://api-proxy.edh-cde.dfo-mpo.gc.ca/catalogue/records/ade72f36-17fe-11ed-b70d-1860247f53e3/attachments/Witch-Flounder-biomass-estimates-data-dictionary.csv</gmd:URL>
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                     <gmd:name xsi:type="gmd:PT_FreeText_PropertyType">
                        <gco:CharacterString>Data dictionary</gco:CharacterString>
                        <gmd:PT_FreeText>
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                              <gmd:LocalisedCharacterString locale="#fra">Dictionnaire de données</gmd:LocalisedCharacterString>
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                        <gmd:PT_FreeText>
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                              <gmd:LocalisedCharacterString locale="#fra">Document de soutien;CSV;eng,fra</gmd:LocalisedCharacterString>
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                        <gmd:CI_OnLineFunctionCode codeList="http://standards.iso.org/iso/19139/resources/gmxCodelists.xml#CI_OnLineFunctionCode"
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                  </gmd:CI_OnlineResource>
               </gmd:onLine>
               <gmd:onLine>
                  <gmd:CI_OnlineResource>
                     <gmd:linkage>
                        <gmd:URL>https://api-proxy.edh-cde.dfo-mpo.gc.ca/catalogue/records/ade72f36-17fe-11ed-b70d-1860247f53e3/attachments/NAFO-4RST-Witch-Flounder-biomass-estimates-1961-2021.csv</gmd:URL>
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                        <gco:CharacterString>HTTPS</gco:CharacterString>
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