Is it possible to own the copyright of a photograph of a city? You own none of the buildings in the photo.
But just 'cause you could-but-haven't done that, doesn;t mean you can use his without his permission.
(* although they might be able to make some claim you've copied his composition if their photograph has some remarkable enough artistic input beyond "just a picture of a city")