The Hobbit: An Unexpected Journey was filmed in Queenstown in New Zealand.
The Lonely Lands
In movie
Scene where A company of dwarves walks towards a lonely mountain
Real
Scene was shot on Strath Thayeri is a valley with lots of rocks and views "Uncluttered" by modern buildings