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            <gco:CharacterString>The Canada Geological Map Compilation (CGMC) is a database of previously published bedrock geological maps sourced from provincial, territorial, and other geological survey organizations. The geoscientific information included within these source geological maps wasstandardized, translated to English, and combined to provide complete coverage of Canada and support a range of down-stream machine learning applications. Detailed lithological, mineralogical, metamorphic, lithostratigraphic, and lithodemic information was not previously available as onenational-scale product. The source map data was also enhanced by correcting geometry errors and through the application of a new hierarchical generalized lithology classification scheme to subdivide the original rocks types into 35 classes. Each generalized lithology is associated with asemi-quantitative measure of classification uncertainty. Lithostratigraphic and lithodemic names included within the source maps were matched with the Lexicon of Canadian Geological Names (Weblex) wherever possible and natural language processing was used to transform all of the available text-basedinformation into word tokens. Overlapping map polygons and boundary artifacts across political boundaries were not addressed as part of this study. As a result, the CGMC is a patchwork of overlapping bedrock geological maps with varying scale (1:30,000-1:5,000,000), publication year (1996-2023), andreliability. Preferred geological and geochronological maps of Canada are presented as geospatial rasters based on the best available geoscientific information extracted from these overlapping polygons for each map pixel. New higher resolution geological maps will be added over time to fill datagaps and to update geoscientific information for future applications of the CGMC.</gco:CharacterString>
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                  <gmd:LocalisedCharacterString xmlns="" locale="#fra">La Compilation de cartes géologiques du Canada (CCGC) est une base de données sur les cartes géologiques du substratum rocheux publiées par les commissions géologiques provinciales, territoriales et autres. L'information géoscientifique contenue dans ces cartes sources a été normalisée, traduite en anglais et regroupée pour fournir une couverture complète du Canada et faciliter le recours ultérieur à diverses applications d'apprentissage machine. Il n'existait auparavant aucun produit unique à l'échelle nationale présentant des renseignements lithologiques, minéralogiques, métamorphiques, lithostratigraphiques et lithodémiques détaillés. Des améliorations ont également été apportées aux données sources : les erreurs de géométrie ont été corrigées et un nouveau système de classification hiérarchique de la lithologie générale a été appliqué pour subdiviser les types de roches originaux en 35 classes. Chaque lithologie générale est associée à une mesure semi-quantitative de l'incertitude de classification. Autant que possible, des correspondances ont été établies entre les noms lithostatigraphiques et lithodémiques des cartes sources et le Lexique en ligne des noms géologiques canadiens (Weblex). De plus, le traitement du langage naturel a été utilisé pour transformer toute l'information textuelle en jetons de mots (unités lexicales). Les polygones de carte superposés et les artéfacts de délimitation traversant les frontières politiques n'ont pas été retravaillés dans le cadre de l'étude. De ce fait, la CCGC est une mosaïque de cartes géologiques du substratum rocheux qui se chevauchent et dont les échelles (1/30 000 à 1/5 000 000), l'année de publication (1996 à 2023) et la fiabilité varient. Les cartes géologique et géochronologique préférées du Canada, qui reposent sur les meilleures données géoscientifiques extraites des polygones superposés pour chaque pixel de carte, sont fournies sous forme de cartes géospatiales matricielles. De nouvelles cartes géologiques à résolution supérieure seront ajoutées au fil du temps pour combler les lacunes dans les données et mettre à jour l'information géoscientifique aux fins de futures applications de la CCGC.</gmd:LocalisedCharacterString>
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            <gco:CharacterString>This work was completed as part of the Critical Mineral Geoscience and Data (CMGD) initiative. All data included in this compilation was sourced from previously published geological maps provided by provincial, territorial, and other geological survey organizations. Readers should refer to the original data sources for more information. Special thank you to Orix Geoscience for their collaboration and support.</gco:CharacterString>
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                  <gmd:LocalisedCharacterString xmlns="" locale="#fra">Ces travaux ont été réalisés dans le cadre de l'initiative Géoscience et données pour les minéraux critiques (GDMC). Toutes les données comprises dans cette compilation ont été tirées de cartes géologiques publiées antérieurement et fournies par des commissions géologiques provinciales, territoriales et autres. Les lecteurs devraient consulter les sources des données pour obtenir de plus amples renseignements. Nous remercions particulièrement l'équipe d'Orix Geoscience pour sa collaboration et son soutien. Nous remercions également le Bureau de la traduction pour son aide.</gmd:LocalisedCharacterString>
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               <gmd:keyword xsi:type="gmd:PT_FreeText_PropertyType">
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                        <gmd:LocalisedCharacterString xmlns="" locale="#fra">Géologie d'une région, cartes et diagrammes</gmd:LocalisedCharacterString>
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                  </gmd:PT_FreeText>
               </gmd:keyword>
               <gmd:keyword xsi:type="gmd:PT_FreeText_PropertyType">
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                        <gmd:LocalisedCharacterString xmlns="" locale="#fra">Géologie de la roche en place</gmd:LocalisedCharacterString>
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               <gmd:keyword xsi:type="gmd:PT_FreeText_PropertyType">
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                        <gmd:LocalisedCharacterString xmlns="" locale="#fra">Géologie économique des gisements métallifères</gmd:LocalisedCharacterString>
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               <gmd:keyword xsi:type="gmd:PT_FreeText_PropertyType">
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               <gmd:keyword xsi:type="gmd:PT_FreeText_PropertyType">
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               <gmd:keyword xsi:type="gmd:PT_FreeText_PropertyType">
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                        <gmd:LocalisedCharacterString xmlns="" locale="#fra">indice</gmd:LocalisedCharacterString>
                     </gmd:textGroup>
                  </gmd:PT_FreeText>
               </gmd:keyword>
               <gmd:keyword xsi:type="gmd:PT_FreeText_PropertyType">
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                     <gmd:textGroup>
                        <gmd:LocalisedCharacterString xmlns="" locale="#fra">Lithologie</gmd:LocalisedCharacterString>
                     </gmd:textGroup>
                  </gmd:PT_FreeText>
               </gmd:keyword>
               <gmd:keyword xsi:type="gmd:PT_FreeText_PropertyType">
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                  <gmd:PT_FreeText>
                     <gmd:textGroup>
                        <gmd:LocalisedCharacterString xmlns="" locale="#fra">Mésozoïque</gmd:LocalisedCharacterString>
                     </gmd:textGroup>
                  </gmd:PT_FreeText>
               </gmd:keyword>
               <gmd:keyword xsi:type="gmd:PT_FreeText_PropertyType">
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                     <gmd:textGroup>
                        <gmd:LocalisedCharacterString xmlns="" locale="#fra">minéral</gmd:LocalisedCharacterString>
                     </gmd:textGroup>
                  </gmd:PT_FreeText>
               </gmd:keyword>
               <gmd:keyword xsi:type="gmd:PT_FreeText_PropertyType">
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                  <gmd:PT_FreeText>
                     <gmd:textGroup>
                        <gmd:LocalisedCharacterString xmlns="" locale="#fra">minéral critique</gmd:LocalisedCharacterString>
                     </gmd:textGroup>
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               <gmd:keyword xsi:type="gmd:PT_FreeText_PropertyType">
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               <gmd:keyword xsi:type="gmd:PT_FreeText_PropertyType">
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                        <gmd:LocalisedCharacterString xmlns="" locale="#fra">Paléozoïque</gmd:LocalisedCharacterString>
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               <gmd:keyword xsi:type="gmd:PT_FreeText_PropertyType">
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                  <gmd:PT_FreeText>
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                        <gmd:LocalisedCharacterString xmlns="" locale="#fra">Phanérozoïque</gmd:LocalisedCharacterString>
                     </gmd:textGroup>
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               </gmd:keyword>
               <gmd:keyword xsi:type="gmd:PT_FreeText_PropertyType">
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                        <gmd:LocalisedCharacterString xmlns="" locale="#fra">Précambrien</gmd:LocalisedCharacterString>
                     </gmd:textGroup>
                  </gmd:PT_FreeText>
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                        <gmd:LocalisedCharacterString xmlns="" locale="#fra">prospect</gmd:LocalisedCharacterString>
                     </gmd:textGroup>
                  </gmd:PT_FreeText>
               </gmd:keyword>
               <gmd:keyword xsi:type="gmd:PT_FreeText_PropertyType">
                  <gco:CharacterString>Proterozoic</gco:CharacterString>
                  <gmd:PT_FreeText>
                     <gmd:textGroup>
                        <gmd:LocalisedCharacterString xmlns="" locale="#fra">Protérozoïque</gmd:LocalisedCharacterString>
                     </gmd:textGroup>
                  </gmd:PT_FreeText>
               </gmd:keyword>
               <gmd:keyword xsi:type="gmd:PT_FreeText_PropertyType">
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                        <gmd:LocalisedCharacterString xmlns="" locale="#fra">Roche ignée</gmd:LocalisedCharacterString>
                     </gmd:textGroup>
                  </gmd:PT_FreeText>
               </gmd:keyword>
               <gmd:keyword xsi:type="gmd:PT_FreeText_PropertyType">
                  <gco:CharacterString>Metamorphic rock</gco:CharacterString>
                  <gmd:PT_FreeText>
                     <gmd:textGroup>
                        <gmd:LocalisedCharacterString xmlns="" locale="#fra">Roche métamorphique</gmd:LocalisedCharacterString>
                     </gmd:textGroup>
                  </gmd:PT_FreeText>
               </gmd:keyword>
               <gmd:keyword xsi:type="gmd:PT_FreeText_PropertyType">
                  <gco:CharacterString>Plutonic rock</gco:CharacterString>
                  <gmd:PT_FreeText>
                     <gmd:textGroup>
                        <gmd:LocalisedCharacterString xmlns="" locale="#fra">Roche plutonique</gmd:LocalisedCharacterString>
                     </gmd:textGroup>
                  </gmd:PT_FreeText>
               </gmd:keyword>
               <gmd:keyword xsi:type="gmd:PT_FreeText_PropertyType">
                  <gco:CharacterString>Sedimentary rock</gco:CharacterString>
                  <gmd:PT_FreeText>
                     <gmd:textGroup>
                        <gmd:LocalisedCharacterString xmlns="" locale="#fra">Roche sédimentaire</gmd:LocalisedCharacterString>
                     </gmd:textGroup>
                  </gmd:PT_FreeText>
               </gmd:keyword>
               <gmd:keyword xsi:type="gmd:PT_FreeText_PropertyType">
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                  <gmd:PT_FreeText>
                     <gmd:textGroup>
                        <gmd:LocalisedCharacterString xmlns="" locale="#fra">Roche volcanique</gmd:LocalisedCharacterString>
                     </gmd:textGroup>
                  </gmd:PT_FreeText>
               </gmd:keyword>
               <gmd:keyword xsi:type="gmd:PT_FreeText_PropertyType">
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                        <gmd:LocalisedCharacterString xmlns="" locale="#fra">sciences de la terre</gmd:LocalisedCharacterString>
                     </gmd:textGroup>
                  </gmd:PT_FreeText>
               </gmd:keyword>
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                        <gmd:LocalisedCharacterString xmlns="" locale="#fra">stratigraphie</gmd:LocalisedCharacterString>
                     </gmd:textGroup>
                  </gmd:PT_FreeText>
               </gmd:keyword>
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                  <gmd:MD_KeywordTypeCode xmlns=""
                                          codeList="http://nap.geogratis.gc.ca/metadata/register/napMetadataRegister.xml#IC_101"
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               </gmd:type>
               <gmd:thesaurusName>
                  <gmd:CI_Citation>
                     <gmd:title xsi:type="gmd:PT_FreeText_PropertyType">
                        <gco:CharacterString>GSC Keywords Vocabulary - Thesaurus</gco:CharacterString>
                        <gmd:PT_FreeText>
                           <gmd:textGroup>
                              <gmd:LocalisedCharacterString xmlns="" locale="#fra">Thésaurus - vocabulaire de mots-clé de la CGC</gmd:LocalisedCharacterString>
                           </gmd:textGroup>
                        </gmd:PT_FreeText>
                     </gmd:title>
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                        <gmd:CI_Date>
                           <gmd:date>
                              <gco:Date>2016-12-01</gco:Date>
                           </gmd:date>
                           <gmd:dateType>
                              <gmd:CI_DateTypeCode xmlns=""
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                           </gmd:dateType>
                        </gmd:CI_Date>
                     </gmd:date>
                     <gmd:date>
                        <gmd:CI_Date>
                           <gmd:date>
                              <gco:Date>2016-12-01</gco:Date>
                           </gmd:date>
                           <gmd:dateType>
                              <gmd:CI_DateTypeCode xmlns=""
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                                                   codeListValue="RI_367">publication; publication</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>Government of Canada; Natural Resources Canada; Geological Survey of Canada</gco:CharacterString>
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                                 <gmd:textGroup>
                                    <gmd:LocalisedCharacterString xmlns="" locale="#fra">Gouvernement du Canada; Ressources naturelles Canada; Commission géologique du Canada</gmd:LocalisedCharacterString>
                                 </gmd:textGroup>
                              </gmd:PT_FreeText>
                           </gmd:organisationName>
                           <gmd:contactInfo>
                              <gmd:CI_Contact>
                                 <gmd:onlineResource>
                                    <gmd:CI_OnlineResource>
                                       <gmd:linkage>
                                          <gmd:URL>http://ngwd-bdnes.cits.nrcan.gc.ca/Reference/uri-cgi/classifierScheme/ca.geosc_gsc/keyword</gmd:URL>
                                       </gmd:linkage>
                                       <gmd:protocol xsi:type="gmd:PT_FreeText_PropertyType">
                                          <gco:CharacterString>http</gco:CharacterString>
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                                          </gmd:PT_FreeText>
                                       </gmd:protocol>
                                    </gmd:CI_OnlineResource>
                                 </gmd:onlineResource>
                              </gmd:CI_Contact>
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                           <gmd:role>
                              <gmd:CI_RoleCode xmlns=""
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         </gmd:descriptiveKeywords>
         <gmd:descriptiveKeywords>
            <gmd:MD_Keywords>
               <gmd:keyword xsi:type="gmd:PT_FreeText_PropertyType">
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                        <gmd:LocalisedCharacterString xmlns="" locale="#fra">croûte continentale</gmd:LocalisedCharacterString>
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                  </gmd:PT_FreeText>
               </gmd:keyword>
               <gmd:keyword xsi:type="gmd:PT_FreeText_PropertyType">
                  <gco:CharacterString>igneous rock</gco:CharacterString>
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                        <gmd:LocalisedCharacterString xmlns="" locale="#fra">roche ignée</gmd:LocalisedCharacterString>
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               </gmd:keyword>
               <gmd:keyword xsi:type="gmd:PT_FreeText_PropertyType">
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                        <gmd:LocalisedCharacterString xmlns="" locale="#fra">roche volcanique</gmd:LocalisedCharacterString>
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                  </gmd:PT_FreeText>
               </gmd:keyword>
               <gmd:keyword xsi:type="gmd:PT_FreeText_PropertyType">
                  <gco:CharacterString>sedimentary bassin</gco:CharacterString>
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                        <gmd:LocalisedCharacterString xmlns="" locale="#fra">bassin sédimentaire</gmd:LocalisedCharacterString>
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                  <gmd:MD_KeywordTypeCode xmlns=""
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                        <gmd:CI_Date>
                           <gmd:date>
                              <gco:Date>2009-01-01</gco:Date>
                           </gmd:date>
                           <gmd:dateType>
                              <gmd:CI_DateTypeCode xmlns=""
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                     </gmd:date>
                     <gmd:date>
                        <gmd:CI_Date>
                           <gmd:date>
                              <gco:Date>2016-12-01</gco:Date>
                           </gmd:date>
                           <gmd:dateType>
                              <gmd:CI_DateTypeCode xmlns=""
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                        </gmd:CI_Date>
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                                    <gmd:LocalisedCharacterString xmlns="" locale="#fra">Gouvernement du Canada; Ressources naturelles Canada; Commission géologique du Canada</gmd:LocalisedCharacterString>
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                           </gmd:organisationName>
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                              <gmd:CI_RoleCode xmlns=""
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                        </gmd:CI_ResponsibleParty>
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            </gmd:MD_Keywords>
         </gmd:descriptiveKeywords>
         <gmd:descriptiveKeywords>
            <gmd:MD_Keywords>
               <gmd:keyword xsi:type="gmd:PT_FreeText_PropertyType">
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                        <gmd:LocalisedCharacterString xmlns="" locale="#fra">Ressources naturelles</gmd:LocalisedCharacterString>
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               </gmd:keyword>
               <gmd:keyword xsi:type="gmd:PT_FreeText_PropertyType">
                  <gco:CharacterString>Geological maps</gco:CharacterString>
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                        <gmd:LocalisedCharacterString xmlns="" locale="#fra">Carte géologique</gmd:LocalisedCharacterString>
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                  </gmd:PT_FreeText>
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               <gmd:keyword xsi:type="gmd:PT_FreeText_PropertyType">
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                  <gmd:MD_KeywordTypeCode xmlns=""
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               <gmd:thesaurusName>
                  <gmd:CI_Citation>
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                        <gco:CharacterString>Government of Canada Core Subject Thesaurus</gco:CharacterString>
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                        <gmd:CI_Date>
                           <gmd:date>
                              <gco:Date>2004</gco:Date>
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                           <gmd:dateType>
                              <gmd:CI_DateTypeCode xmlns=""
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                     <gmd:date>
                        <gmd:CI_Date>
                           <gmd:date>
                              <gco:Date>2016-07-04</gco:Date>
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                           <gmd:dateType>
                              <gmd:CI_DateTypeCode xmlns=""
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                        <gmd:CI_ResponsibleParty>
                           <gmd:organisationName xsi:type="gmd:PT_FreeText_PropertyType">
                              <gco:CharacterString>Government of Canada; Library and Archives Canada</gco:CharacterString>
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                                    <gmd:LocalisedCharacterString xmlns="" locale="#fra">Gouvernement du Canada; Bibliothèque et Archives Canada</gmd:LocalisedCharacterString>
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                           </gmd:organisationName>
                           <gmd:role>
                              <gmd:CI_RoleCode xmlns=""
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                     <gmd:textGroup>
                        <gmd:LocalisedCharacterString xmlns="" locale="#fra">Aucune contrainte</gmd:LocalisedCharacterString>
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               </gmd:useLimitation>
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         </gmd:resourceConstraints>
         <gmd:resourceConstraints>
            <gmd:MD_LegalConstraints>
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                  <gco:CharacterString>Open Government Licence - Canada (http://open.canada.ca/en/open-government-licence-canada)</gco:CharacterString>
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