In the beginning of the movie the sheriff and his men wait to attack the James gang do to heavy rain. Once the rain stops the posse proceeds by crossing a bridge over a completely dry,
dusty stream bed and dirt road.
Modern buildings are visible in the background during the Northfield, Minnesota robbery.