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            <gco:CharacterString>As part of a scientific assessment of critical habitat for boreal woodland caribou (Environment Canada 2011, see full reference in accompanying documentation), Environment Canada's Landscape Science and  Technology Division was tasked with providing detailed anthropogenic disturbance mapping, across known caribou ranges, as of 2015. This data comprises a 5-year update to the mapping of 2008-2010 disturbances, and allows researchers to better understand the attributes that have a known effect on caribou population persistence.   
               The original disturbance mapping was based on 30-metre resolution Landsat-5 imagery from 2008 -2010.  The mapping process used in 2010 was repeated using 2015 Landsat imagery to create a nationally consistent, reliable and repeatable geospatial dataset that followed a common methodology. The methods developed were focused on mapping disturbances at a specific point of time, and were not designed to identify the age of disturbances, which can be of particular interest for disturbances that can be considered non-permanent, for example cutblocks.  The resultant datasets were used for a caribou resource selection function (habitat modeling) and to assess overall disturbance levels on each caribou ranges. Anthropogenic disturbances within 51 caribou ranges across Canada were mapped. The ranges were defined by individual provinces and territories across Canada. Disturbances were remapped across these ranges using 2015 Landsat-8 satellite imagery to provide the most up-to-date data possible. 
               As with the 2010 mapping project, anthropogenic disturbance was defined as any human-caused disturbance to the natural landscape that could be visually identified from Landsat imagery with 30-metre multi-band imagery at a viewing scale of 1:50,000. A minimum mapping unit MMU of 2 ha (approximately 22 contiguous 30-metre pixels) was selected. Each disturbance feature type was represented in the database by a line or polygon depending on their geometric description. Polygonal disturbances included: cutblocks, mines, reservoirs, built-up areas, well sites, agriculture, oil and gas facilities, as well as unknown features. Linear disturbances included: roads, railways, powerlines, seismic exploration lines, pipelines, dams, air strips, as well as unknown features. For each type of anthropogenic disturbance, a clear description was established (see Appendix 7.2 of the science assessment) to maintain consistency in identifying the various disturbances in the imagery by the different interpreters.  
               Features were only digitized if they were visible in the Landsat imagery at the prescribed viewing scale. A 2nd interpreter quality-control phase was carried out to ensure high quality, complete and consistent data collection.  
               For this 2015 update an additional, separate higher-resolution database was created by repeating the process using 15-metre panchromatic imagery.  
               For the 30-metre database only, the line and poly data were buffered by a 500-metre radius, representing their extended zone of impact upon boreal caribou herds.   Additionally, forest fire polygons were merged into the anthropogenic footprint in order to create an overall disturbance footprint.  
               These buffered datasets were used in the calculation of range disturbance levels and for integrated risk assessment analysis.</gco:CharacterString>
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                  <gmd:LocalisedCharacterString locale="#fra">Dans le cadre d'une évaluation scientifique de l'habitat essentiel du caribou des bois boréal (Environnement Canada, 2011, voir la référence complète dans la documentation d'accompagnement), la division de la science et de la technologie du paysage d'Environnement Canada avait pour tâche de fournir une cartographie détaillée des perturbations anthropiques, à partir de 2015, à travers les aires de répartition connues du caribou. Ces données comprennent une mise à jour quinquennale de la cartographie des perturbations de 2008-2010 et permettent aux chercheurs de mieux comprendre les attributs qui ont un effet connu sur la persistance de la population de caribou.
                     La cartographie originale des perturbations était basée sur des images Landsat-5 de résolution spatiale de 30 mètres de 2008-2010. Le processus de cartographie utilisé en 2010 a été répété à l'aide des images Landsat de 2015 afin de créer un jeu de données géospatiales cohérent, fiable et reproductible à l'échelle nationale, qui suit une méthodologie commune. Les méthodes développées étaient axées sur la cartographie des perturbations à un moment donné et ne visaient pas à déterminer l'âge des perturbations, ce qui peut présenter un intérêt particulier pour les perturbations pouvant être considérées comme non permanentes, par exemple les aires de coupe. Les ensembles de données résultants ont été utilisés pour une fonction de sélection des ressources de caribou (modélisation de l'habitat) et pour évaluer les niveaux de perturbation globaux dans chaque aire de répartition du caribou. Les perturbations anthropiques de 51 aires de répartition du caribou ont été cartographiées au Canada. Les aires de répartition ont été définies par chaque province et territoire du Canada. Les perturbations ont été recartographiées sur ces plages en utilisant les images satellitaires Landsat-8 2015 pour fournir les données les plus récentes possibles.
                     Comme pour le projet de cartographie de 2010, les perturbations anthropiques ont été définies comme toute perturbation du paysage naturel pouvant être identifiée visuellement à partir d'images Landsat avec des images multibandes de 30 mètres à une échelle de 1:50 000. Une unité cartographique minimale UCM de 2 ha (environ 22 pixels contigus de 30 mètres) a été sélectionnée. Chaque type d'entité de perturbation était représenté dans la base de données par une ligne ou un polygone en fonction de leur description géométrique. Les perturbations polygonales incluaient: des aires de coupe, des mines, des réservoirs, des aires bâties, des sites de puits, des installations agricoles, des installations pétrolières et gazières, ainsi que des caractéristiques inconnues. Les perturbations linéaires incluaient: les routes, les chemins de fer, les lignes électriques, les lignes d'exploration sismique, les pipelines, les barrages, les pistes d'atterrissage, ainsi que des éléments inconnus. Pour chaque type de perturbation  anthropique, une description claire a été établie (voir l'annexe 7.2 de l'évaluation scientifique) afin de maintenir la cohérence dans l'identification des diverses perturbations de l'imagerie par les différents interprètes.
                     Les éléments n'étaient numérisées que s'ils étaient visibles dans les images Landsat à l'échelle de visualisation prescrite. Une phase de contrôle de la qualité par un deuxième interprète a été réalisée pour assurer une collecte de données de haute qualité, complète et cohérente.
                     Pour cette mise à jour de 2015, une base de données distincte, à résolution supérieure, a été créée en répétant le processus à l'aide d'images panchromatiques de 15 mètres.
                     Pour la base de données de 30 mètres seulement, les données de ligne et les données poly ont été mises en mémoire tampon dans un rayon de 500 mètres, représentant leur zone d'impact étendue sur les troupeaux de caribou boréal. De plus, les polygones d'incendies de forêt ont été fusionnés dans l'empreinte anthropique afin de créer une empreinte de perturbation globale.
                     Ces jeux de données tamponnés ont été utilisés dans le calcul des niveaux de perturbation des aires et dans l'analyse intégrée d'évaluation des risques.</gmd:LocalisedCharacterString>
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                           <gmd:electronicMailAddress xsi:type="gmd:PT_FreeText_PropertyType">
                              <gco:CharacterString>jon.pasher@ec.gc.ca</gco:CharacterString>
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                        </gmd:CI_Address>
                     </gmd:address>
                     <gmd:onlineResource>
                        <gmd:CI_OnlineResource>
                           <gmd:linkage gco:nilReason="missing">
                              <gmd:URL/>
                           </gmd:linkage>
                           <gmd:protocol gco:nilReason="missing">
                              <gco:CharacterString/>
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                  <gmd:CI_RoleCode codeList="https://schemas.metadata.geo.ca/register/napMetadataRegister.xml#IC_90"
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            </gmd:CI_ResponsibleParty>
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            <gmd:MD_MaintenanceInformation>
               <gmd:maintenanceAndUpdateFrequency>
                  <gmd:MD_MaintenanceFrequencyCode codeList="https://schemas.metadata.geo.ca/register/napMetadataRegister.xml#IC_102"
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            <gmd:MD_Keywords>
               <gmd:keyword xsi:type="gmd:PT_FreeText_PropertyType">
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                        <gmd:LocalisedCharacterString locale="#fra">perturbation anthropique, forêt, boréale, caribou, habitat, cartographie, couverture terrestre, utilisation des terres</gmd:LocalisedCharacterString>
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                  <gmd:MD_KeywordTypeCode codeList="https://schemas.metadata.geo.ca/register/napMetadataRegister.xml#IC_101"
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         <gmd:descriptiveKeywords>
            <gmd:MD_Keywords>
               <gmd:keyword xsi:type="gmd:PT_FreeText_PropertyType">
                  <gco:CharacterString>Nature and Biodiversity</gco:CharacterString>
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               <gmd:thesaurusName>
                  <gmd:CI_Citation>
                     <gmd:title xsi:type="gmd:PT_FreeText_PropertyType">
                        <gco:CharacterString>ECCC Information Category EN</gco:CharacterString>
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                        <gmd:CI_Date>
                           <gmd:date>
                              <gco:Date>2020-06-26</gco:Date>
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                              <gmd:CI_DateTypeCode codeList="https://schemas.metadata.geo.ca/register/napMetadataRegister.xml#IC_87"
                                                   codeListValue="RI_367">publication; publication</gmd:CI_DateTypeCode>
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                        <gmd:CI_Date>
                           <gmd:date>
                              <gco:Date>2020-06-26</gco:Date>
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                           <gmd:dateType>
                              <gmd:CI_DateTypeCode codeListValue="RI_366"
                                                   codeList="https://schemas.metadata.geo.ca/register/napMetadataRegister.xml#IC_87">creation;création</gmd:CI_DateTypeCode>
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                     <gmd:identifier>
                        <gmd:MD_Identifier>
                           <gmd:code>
                              <gmx:Anchor xlink:href="https://catalogue.ec.gc.ca/geonetwork/srv/api/registries/vocabularies/external.theme.EC_Information_Category">geonetwork.thesaurus.external.theme.EC_Information_Category</gmx:Anchor>
                           </gmd:code>
                        </gmd:MD_Identifier>
                     </gmd:identifier>
                     <gmd:citedResponsibleParty>
                        <gmd:CI_ResponsibleParty>
                           <gmd:organisationName xsi:type="gmd:PT_FreeText_PropertyType">
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                              <gmd:CI_RoleCode codeListValue="RI_409"
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                  <gco:CharacterString>Ecosystems</gco:CharacterString>
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                  <gmd:MD_KeywordTypeCode codeList="https://schemas.metadata.geo.ca/register/napMetadataRegister.xml#IC_101"
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               <gmd:thesaurusName>
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                     <gmd:title xsi:type="gmd:PT_FreeText_PropertyType">
                        <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 codeList="https://schemas.metadata.geo.ca/register/napMetadataRegister.xml#IC_87"
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                     <gmd:date>
                        <gmd:CI_Date>
                           <gmd:date>
                              <gco:Date>2016-07-04</gco:Date>
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                              <gmd:CI_DateTypeCode codeListValue="RI_366"
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                     <gmd:identifier>
                        <gmd:MD_Identifier>
                           <gmd:code>
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                        </gmd:MD_Identifier>
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                           <gmd:organisationName xsi:type="gmd:PT_FreeText_PropertyType">
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                              <gmd:CI_RoleCode codeListValue="RI_409"
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                              <gco:Date>2025-07-10</gco:Date>
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                              <gmd:CI_DateTypeCode codeListValue="RI_366"
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                              <gmd:CI_RoleCode codeListValue="RI_409"
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                              <gco:Date>2025-07-10</gco:Date>
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                           <gmd:dateType>
                              <gmd:CI_DateTypeCode codeList="https://schemas.metadata.geo.ca/register/napMetadataRegister.xml#IC_87"
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                        <gmd:CI_Date>
                           <gmd:date>
                              <gco:Date>2025-07-10</gco:Date>
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                           <gmd:dateType>
                              <gmd:CI_DateTypeCode codeListValue="RI_366"
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                           <gmd:code>
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                           <gmd:organisationName xsi:type="gmd:PT_FreeText_PropertyType">
                              <gco:CharacterString>Government of Canada; Library and Archives Canada</gco:CharacterString>
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                              <gmd:CI_RoleCode codeListValue="RI_409"
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                              <gco:Date>2020-07-01</gco:Date>
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                              <gmd:CI_DateTypeCode codeList="https://schemas.metadata.geo.ca/register/napMetadataRegister.xml#IC_87"
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                        <gmd:CI_Date>
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                              <gco:Date>2020-07-01</gco:Date>
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                           <gmd:dateType>
                              <gmd:CI_DateTypeCode codeList="https://schemas.metadata.geo.ca/register/napMetadataRegister.xml#IC_87"
                                                   codeListValue="RI_366">creation; création</gmd:CI_DateTypeCode>
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                        <gmd:CI_ResponsibleParty>
                           <gmd:organisationName xsi:type="gmd:PT_FreeText_PropertyType">
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                           <gmd:role>
                              <gmd:CI_RoleCode codeList="https://schemas.metadata.geo.ca/register/napMetadataRegister.xml#IC_90"
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                        <gmd:URL>https://maps-cartes.ec.gc.ca/arcgis/services/STB_DGST/EmpreinteDesPerturbationsPour2015/MapServer/WMSServer?request=GetCapabilities&amp;service=WMS</gmd:URL>
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                        <gco:CharacterString>OGC:WMS</gco:CharacterString>
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                     <gmd:description xsi:type="gmd:PT_FreeText_PropertyType">
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                           <gmd:textGroup>
                              <gmd:LocalisedCharacterString locale="#fra">Service Web;WMS;fra</gmd:LocalisedCharacterString>
                           </gmd:textGroup>
                        </gmd:PT_FreeText>
                     </gmd:description>
                     <gmd:function>
                        <gmd:CI_OnLineFunctionCode codeList="http://standards.iso.org/iso/19139/resources/gmxCodelists.xml#CI_OnLineFunctionCode"
                                                   codeListValue="RI_385"/>
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         <gmd:transferOptions>
            <gmd:MD_DigitalTransferOptions/>
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            <gmd:MD_DigitalTransferOptions/>
         </gmd:transferOptions>
         <gmd:transferOptions>
            <gmd:MD_DigitalTransferOptions/>
         </gmd:transferOptions>
         <gmd:transferOptions>
            <gmd:MD_DigitalTransferOptions/>
         </gmd:transferOptions>
         <gmd:transferOptions>
            <gmd:MD_DigitalTransferOptions/>
         </gmd:transferOptions>
         <gmd:transferOptions>
            <gmd:MD_DigitalTransferOptions/>
         </gmd:transferOptions>
         <gmd:transferOptions>
            <gmd:MD_DigitalTransferOptions/>
         </gmd:transferOptions>
      </gmd:MD_Distribution>
  </gmd:distributionInfo>
</gmd:MD_Metadata>