The ISO 3166 English spelling for this region is "Faroe Islands".  
http://www.iso.org/iso/en/prods-services/iso3166ma/02iso-3166-code-lists/list-en1.html#af
Since the ISO spelling is normally approved by the government of the region involved, the ISO spelling is probably a reliable reference.

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