I'd pick a mountain that is not far from an island that way I can get a boat and travel to the island whenever I want to!
Mountain. I get motion sickness - therefore no boat, and I get island fever VERY fast. Besides, I really don't like the water. I can stand visiting an island (i.e., Hawaii) for a week, tops. The fact I couldn't take a road trip to another state drives me insane..