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            <gco:CharacterString>Anthropogenic disturbance footprint within boreal caribou ranges across Canada - As interpreted from 2008-2010 Landsat satellite imagery (Updated to 2012 range boundaries)</gco:CharacterString>
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                <gmd:LocalisedCharacterString locale="#fra">L'empreinte des perturbations anthropiques sur les aires de répartition du caribou boréal au Canada - Telle qu'interprétée à partir d'imagerie satellitaire Landsat de 2008 à 2010 (Créés avec les aires de répartition mise à jour 2012)</gmd:LocalisedCharacterString>
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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. This data allowed researchers to better understand the attributes that have a known effect on caribou population persistence. The mapping process was established 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 caribou resource selection function,habitat modeling, and assess overall disturbance levels on each caribou ranges. Anthropogenic disturbances within 57 caribou ranges across Canada were mapped. The ranges were defined by individual Provinces and Territories across Canada. Disturbances were mapped across these ranges using 2008-2010 Landsat-5 satellite imagery to provide the most up to date data possible. Originally some areas were mapped to match the date of collected caribou demographic data, however more recent imagery was used and additional disturbance features that were seen since the original mapping date were added. Within the context of this project, anthropogenic disturbance was defined as any human-caused disturbance to the natural landscape that could be visually identified from Landsat imagery at a viewing scale of 1:50,000. A minimum mapping unit (MMU) of 2 ha or approximately 22 contiguous Landsat 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 anthropogenic feature type, 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. Various ancillary vector datasets were used as aids in detecting, classifying and digitizing disturbances on the Landsat imagery (a table listing these datasets and their sources has been included in a separate file). Ancillary data was used to guide interpretation and feature labelling since the ancillary data was often variable across the country in terms of completeness as well as scale. As a result, features were only digitized if they were visible in the Landsat imagery at a viewing scale of 1:50,000. A 2nd interpreter quality control phase was carried out to ensure high quality, completete and consistent data collection. A quality assessment analysis, since an actual accuracy assessment was not possible, using high resolution SPOT imagery was carried out on a sample basis. Results are included in accompanying documentation. The vector data was buffered by 500m (radius) representing the zone of influence impacting boreal caribou herds in order to calculate range disturbance levels as well as for use in the integrated risk assessment analysis. Fire polygons were merged into the anthropogenic footprint in order to create an overall disturbance footprint.</gco:CharacterString>
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            <gmd:LocalisedCharacterString locale="#fra">Dans le cadre d'une évaluation scientifique de l'habitat essentiel du caribou boréal (Environnement Canada, 2011, se reporter à la référence complète dans la documentation fournie), la Division des sciences et de la technologie du paysage d'Environnement Canada a été chargée de réaliser une cartographie détaillée des perturbations anthropiques dans l'ensemble des aires de répartition connues du caribou. Ces données ont permis aux chercheurs de mieux comprendre les caractéristiques qui influent sur la pérennité des populations de caribou. Le processus de cartographie a été établi pour constituer, selon une méthodologie commune, un ensemble de données géospatiales cohérent, fiable et reproductible à l'échelle nationale. Les méthodes élaborées ont privilégié la cartographie des perturbations à un moment particulier et n'ont pas été conçues pour déterminer l'âge des perturbations. Cette dernière information pourrait toutefois présenter de l'intérêt en ce qui concerne les perturbations jugées non permanentes comme, par exemple, les blocs de coupe. Les ensembles de données obtenus ont été utilisés pour la modélisation des fonctions de sélection des ressources et de l'habitat et pour évaluer les niveaux de perturbation d'ensemble pour chacune des aires de répartition du caribou. Les perturbations anthropiques de 57 aires de répartition du caribou dans l'ensemble du Canada ont été cartographiées. Ces aires de répartition étaient délimitées par province et territoire dans l'ensemble du pays. Les perturbations ont été cartographiées dans ces aires de répartition en utilisant l'imagerie satellitaire Landsat-5 de 2008 à 2010 pour que le jeu de données soit le plus à jour possible. Certaines zones ont d'abord été cartographiées selon qu'elles correspondaient aux dates des données démographiques sur le caribou déjà recueillies; des images plus récentes ont cependant été utilisées et des entités de perturbations supplémentaires ayant été observées depuis la date de la première cartographie ont été ajoutées. Dans le contexte du projet, la perturbation anthropique a été définie comme étant toute perturbation qui a été causée par l'humain dans le paysage naturel et qui pourrait être repérée visuellement sur l'imagerie Landsat à une échelle de 1/50 000. Une unité cartographique minimale de 2 hectares ou d'environ 22 pixels Landsat contigus a été choisie. Chaque type d'entité de perturbation a été représenté dans la base de données par une ligne ou un polygone, selon le type de description géométrique correspondant. Les catégories des entités polygonales étaient les suivantes : blocs de coupe, mines, réservoirs, agglomérations, puits, zones agricoles, installations pétrolières et gazières et entités inconnues. Les catégories des entités linéaires étaient les suivantes : routes, lignes de transport d'électricité, chemins de fer, lignes sismiques, pipelines, barrages, pistes d'atterrissage et entités inconnues. Une définition claire de chaque type d'élément anthropique (se reporter à l'annexe 7.2 de l'évaluation scientifique) a été formulée de façon à ce que l'identification des diverses perturbations pouvant être relevées sur les images demeure uniforme quelle que soit la personne chargée de l'interprétation de l'imagerie. Divers ensembles de données vectorielles accessoires ont aidé à détecter, classifier et numériser les perturbations sur les images Landsat (un tableau comportant la liste des jeux de données et de leurs sources est joint en fichier séparé). Des données accessoires ont aussi été utilisées pour orienter l'interprétation et la désignation des entités. Cependant, parce que l'exhaustivité et l'échelle de ces données accessoires variaient souvent dans l'ensemble du pays, les entités n'ont été numérisées que si elles étaient visibles sur les images à une échelle d'affichage de 1/50 000. Un contrôle de la qualité a été effectué par un deuxième interprète afin de s'assurer de la qualité, de l'intégralité et de la cohérence des données recueillies. Comme il n'était pas possible d'évaluer l'exactitude des données, une analyse de l'évaluation de la qualité a été effectuée sur des échantillons en utilisant des images SPOT à haute résolution. Les résultats sont inclus dans la documentation fournie. Un tampon de 500m (radial), représentant la zone d'influence sur les populations de caribou boréal, a été ajouté aux données vectorielles afin de calculer le niveau de perturbation totale dans chaque aire de répartition, et utiliser également pour l'évaluation intégrée du risque. Les polygones représentant les feux ont été fusionnés à l'empreinte anthropique afin de créer une empreinte de perturbation totale.</gmd:LocalisedCharacterString>
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