The map Gandalf picks up in Bilbo's study is a reproduction of the map J.R.R. Tolkien drew for the book "The Hobbit". The map is of Erebor, The Lonely Mountain, which is the site of the quest in The Hobbit. The map plays a significant role in Peter Jackson's later trilogy of films based on that book.