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            <gco:CharacterString>This dataset uses RADARSAT Constellation Mission (RCM) Synthetic Aperture Radar (SAR) satellite images to identify open water regions within ice-covered rivers during winter, with the aim to assess hydrokinetic resources near remote communities reliant on diesel fuel for electricity generation. The data is processed with the HyRASS, a machine learning-based SAR image processing and classification algorithm.

Disclaimer:

This dataset was designed to identify open water regions within ice-covered rivers for assessing hydrokinetic resources near remote communities reliant on diesel fuel for electricity generation and is subject to the following limitations: 
•	This dataset was derived from RADARSAT Constellation Mission (RCM) Synthetic Aperture Radar (SAR) satellite images. While these images are generally reliable, they are subject to inherent limitations, including resolution constraints, potential distortion, and occasional inaccuracies in real-time conditions capture. 
•	The HyRASS algorithm is designed to pinpoint open water areas using satellite images, with a particular emphasis on RCM quad polarization (QP) imagery. This specialization means that its effectiveness depends on the accessibility of this specific type of imagery. Consequently, the data it produces might not cover a broad spectrum of time periods. For more reliable results, it's essential to classify areas more regularly, ensuring that detected open water regions are consistent over time.
This dataset is intended for preliminary assessment and should not be the sole basis for making critical decisions or investments related to hydrokinetic energy projects.  Further validation and in-depth analysis are strongly recommended, and users should conduct their own due diligence and additional research to verify the data accuracy and relevance for specific applications. 

By accessing and using this dataset, users acknowledge and accept these disclaimers. The providers of this dataset explicitly absolve themselves of any responsibility or liability for any consequences arising from the use, reliance upon, or interpretation of this dataset. Users are advised that their use of the dataset is at their own risk, and they assume full responsibility for any actions or decisions made based on the information contained therein. This disclaimer is in accordance with applicable laws and regulations, and by accessing or utilizing the dataset, users agree to release the providers of this dataset from any legal claims, damages, or liabilities that may arise from such use.</gco:CharacterString>
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                  <gmd:LocalisedCharacterString locale="#fra">Cet ensemble de données utilise des images satellitaires du radar à synthèse d'ouverture (RSO) de la mission de la Constellation RADARSAT (MCR) pour identifier les zones d'eau libre dans les fleuves et les rivières couverts de glace en hiver dans le but d'évaluer les ressources hydrocinétiques près des communautés éloignées qui dépendent du carburant diesel pour la production d'électricité. Les données sont traitées avec HyRASS, un algorithme de classification et de traitement d'images RSO basé sur l'apprentissage automatique.

Avis de non-responsabilité :

Cet ensemble de données a été conçu pour identifier les zones d'eau libre dans les fleuves et les rivières couverts de glace afin d'évaluer les ressources hydrocinétiques près des communautés éloignées qui dépendent du carburant diesel pour la production d'électricité et est soumis aux limitations suivantes : 
•	Cet ensemble de données a été dérivé d'images satellitaires RSO (de la mission de la Constellation RADARSAT (MCR). Bien que ces images soient généralement fiables, elles sont soumises à des limitations inhérentes, notamment des contraintes de résolution, des distorsions potentielles et des imprécisions occasionnelles dans la saisie des conditions en temps réel. 
•	L'algorithme HyRASS est conçu pour localiser les zones d'eau libre à l'aide d'images satellitaires, et plus particulièrement d'images MCR à polarisation quadruple (PQ). Cette spécialisation signifie que son efficacité dépend de l'accessibilité de ce type spécifique d'images. Par conséquent, les données qu'il produit peuvent ne pas couvrir un large éventail de périodes. Pour obtenir des résultats plus fiables, il est essentiel de classer les zones plus régulièrement, en veillant à ce que les zones d'eau libre détectées soient cohérentes dans le temps.

En ayant accès à cet ensemble de données et en l'utilisant, les utilisateurs reconnaissent et acceptent cet avis de non-responsabilité. Les fournisseurs de cet ensemble de données se dégagent explicitement de toute responsabilité quant aux conséquences de l'utilisation, de la confiance ou de l'interprétation de cet ensemble de données. Les utilisateurs sont informés que l'utilisation de l'ensemble de données se fait à leurs propres risques et qu'ils assument l'entière responsabilité de toute action ou décision prise sur la base des informations qui y figurent. Cet avis de non-responsabilité est conforme aux lois et réglementations applicables et, en accédant à l'ensemble de données ou en l'utilisant, les utilisateurs acceptent de dégager les fournisseurs de cet ensemble de données de toute réclamation légale, de tout dommage ou de toute responsabilité pouvant résulter de cette utilisation.</gmd:LocalisedCharacterString>
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