The boys go deer hunting somewhere in the Appalachians, but the geology is all wrong. That scene is in North Cascades National Park in Washington State. In addition, the "deer" they are hunting is a Red Stag. Not typically found in the Appalachians.
To acquire the withdrawn, hollowed-out look of his character, Christopher Walken ate nothing but bananas and rice.