Images were taken on the Fuerteventura island. Part of Canary Islands (and Spain, obviously).
We flew there (my wife & me) in 2013 to extend summer and indeed it was a great idea. It was mid of November and temperatures were easily in mid 20C, blue skies and so on.
The island at first sight wasn’t that spectacular, but then it turned out that the most interesting places are actually in the south (especially Jandia, Cofete) and our rented apartment was in the middle of the island. In the north must-see-place is the Parque Natural Corralejo – pretty amazing, but it is highly recommended to venture further from the road to see its full beauty.
If I could I would return there immediately.