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            <gco:CharacterString>This dataset corresponds to daily snow cover percentage at 1km resolution grid over land areas of Canada from 2006-2010.  The data are subsampled by 4km to reduce data volumes and considering the geolocation uncertainty of the input satellite imagery. The daily maps are generated by assimilation of daily cloud screened NOAA AVHRR satellite imagery and Canadian Meteorological Centre (CMC) snow depth analysis snow depth and density fields within an off-line version of the CMC daily snow depth model.  The snow depth model is modified to include snowpack reflectance model and a surface radiative transfer scheme that relates vegetation and snowpack reflectance to top-of-canopy bi-directional reflectance.  A logistic vegetation phenology model is used to parameterize temporal dynamics of canopy leaf area index.  A per-pixel particle filter with a 30 day moving window is applied to assimilation observations corresponding to 1km resolution visible band directional reflectance and normalized difference vegetation index and 24km CMC daily snow depth and monthly snow density fields.  The assimilation is forced using daily air temperature and precipitation fields.  Validation of the datasets has been performed by comparison to MODIS snow cover maps and in-situ snow depth stations across Canada.  Validation suggests similar accuracy to MODIS snow cover products over relatively flat terrain.  Validation over mountainous regions is ongoing.</gco:CharacterString>
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                  <gmd:LocalisedCharacterString locale="#fra">Ce jeu de données correspond au pourcentage de la couverture de neige quotidienne à une résolution de 1 km couvrant les terres du Canada de 2006 à 2010. Les données sont sous-échantillonnées aux 4 km afin de réduire le volume des données et de tenir compte de l’incertitude de la géolocalisation de l’imagerie satellite d’entrée. Les cartes quotidiennes sont produites en assimilant l’imagerie satellite AVHRR quotidienne de la NOAA avec filtrage des nuages et les champs de données sur l’épaisseur et la densité de la neige tirés de l’analyse du Centre météorologique canadien (CMC) dans une version hors ligne du modèle de l’épaisseur de neige quotidienne du CMC. Le modèle de l’épaisseur de la neige est modifié de façon à inclure le modèle de réflectance du manteau neigeux et un schéma de transfert radiatif de la surface qui met en relation la réflectance de la végétation et du manteau neigeux avec la réflectance bidirectionnelle du sommet du couvert forestier. Un modèle logistique de la phénologie de la végétation est utilisé pour paramétrer la dynamique temporelle de l’indice de surface foliaire du couvert forestier. Un filtrage de particules par pixel avec une fenêtre mobile de 30 jours est appliqué aux observations des données obtenues par l’assimilation correspondant à la réflectance directionnelle et à l’indice de végétation par différence normalisée dans la bande visible à résolution de 1 km et aux champs de données quotidiennes de l’épaisseur de la neige et mensuelles de la densité de la neige du CMC à résolution de 24 km. L’assimilation est forcée à l’aide des champs de données quotidiennes de la température de l’air et des précipitations. Les jeux de données ont été validés en comparant les cartes MODIS de la couverture de neige et les données de stations d’observation in situ de l’épaisseur de la neige à travers le Canada. Cette validation indique une exactitude similaire aux produits MODIS sur la couverture de neige en terrain relativement plat. La validation est en cours dans les régions montagneuses.</gmd:LocalisedCharacterString>
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                  <gmd:MD_KeywordTypeCode codeList="http://nap.geogratis.gc.ca/metadata/register/napMetadataRegister.xml#IC_101"
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         <gmd:descriptiveKeywords xmlns:srv="http://www.isotc211.org/2005/srv"
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            <gmd:MD_Keywords>
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                  <gmd:MD_KeywordTypeCode codeList="http://nap.geogratis.gc.ca/metadata/register/napMetadataRegister.xml#IC_101"
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