We call those "Spanish Tiles" around here, but that may be just the local slang. I think the main advantage compared to wood, shingles, and rubberized coatings is sun light resistance and imperviousness to dryness, but they are prone to cracking when walked on improperly. They are quite expensive, usually reserved for higher priced homes.
