First article for the album:
http://www.oricon.co.jp/news/music/82653/full/?from_al
It mentions that the covers were shot by Kazutaka Nakamura in the suburbs of Los Angeles. There is also a larger CD+DVD shot there.
Yeah, I don't see the problem people have with this cover. Gotta go crop the newer set~