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            <gco:CharacterString>This national map of flood susceptibility or flood prone areas is based on patterns of historic flood events as predicted by an ensemble machine learning model.

The recommended use is national, provincial or regional scale and can be used as a guide for identifying areas for further investigation. The Flood Susceptibility Index (FSI) Dataset, while processed and available at 30m cell size, is not recommended for use at the pixel or street level, given the uncertainty in the modelling process and the variability of results as discussed in https://www.mdpi.com/2673-4931/25/1/18 .

For additional details on the methods, tests, models and datasets used to generate this data layer, please see https://geoscan.nrcan.gc.ca/starweb/geoscan/servlet.starweb?path=geoscan/fulle.web&amp;search1=R=329493</gco:CharacterString>
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L’utilisation recommandée est à l’échelle nationale, provinciale ou régionale et la carte peut servir de guide pour déterminer les zones devant faire l’objet d’une enquête plus approfondie. Le jeu de données Indice de vulnérabilité aux inondations, bien que traité et disponible à une taille de cellule de 30 m, n’est pas recommandé pour une utilisation au niveau du pixel ou de la rue, étant donné l’incertitude du processus de modélisation et la variabilité des résultats, comme indiqué dans https://www.mdpi.com/2673-4931/25/1/18 (anglais seulement).

Pour plus de détails sur les méthodes, les tests, les modèles et les jeux de données utilisés pour générer cette couche de données, veuillez consulter https://geoscan.nrcan.gc.ca/starweb/geoscan/servlet.starweb?path=geoscan/fullf.web&amp;search1=R=329493</gmd:LocalisedCharacterString>
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