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            <gco:CharacterString>This data represents the dryness of the land surface based on vegetation conditions. The data is created weekly and uses weekly information on precipitation anomalies (namely the Standardized Precipitation Index or SPI) and satellite vegetation condition derived from Normalized Difference Vegetation Index (NDVI) from the MODIS Satellite. These dynamic data sets along with static data sets on land cover, soil water holding capacity, irrigation, ecozones and land surface elevation are used to model the drought severity, based on the Palmer Drought Severity Index (PDSI). The mapcubist model was trained on historical data and applied in real time to the dynamic inputs to produce drought severity ratings. The model is run at a 1km resolution and was developed by the AAFC, the United States Geological Survey and the United States Drought Monitor at the University of Nebraska Lincoln.</gco:CharacterString>
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                  <gmd:LocalisedCharacterString locale="#fra">Ces données indiquent la sécheresse de la surface des terres mesurée selon l’état de la végétation. Les données sont produites chaque semaine à partir des renseignements hebdomadaires sur les anomalies de précipitation (nommément l’indice normalisé de précipitations ou INP), et l’état de la végétation mesurée par l’indice de végétation par différence normalisée (IVDN) obtenue grâce à l’instrument satellisé MODIS. Ces ensembles de données dynamiques ainsi que les ensembles de données statiques sur la couverture des terres, la capacité de rétention d’eau par le sol, l’irrigation, les écozones et l’altitude des terres sont utilisés pour modéliser la gravité de la sécheresse à l’aide de l’indice de sévérité de sécheresse de Palmer (ISSP). Le modèle mapcubist entraîné à l’aide de données historiques est exécuté en temps réel sur les données d’entrées changeantes pour produire des scores de gravité de la sécheresse. Ce modèle exécuté à une résolution de 1 km a été produit par l’AAC, la Commission géologique des États-Unis et le Moniteur des sécheresses aux États-Unis de l’Université du Nebraska à Lincoln.</gmd:LocalisedCharacterString>
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