Iron Man filmed at Movie Road, Lone Pine. The access road up to the rock formations stands in for a desert in Afghanistan. On screen it's Desert of Afghanistan.
Probable Named in published production coverage; the coordinate is the place itself, checked against a gazetteer.
Planning the trip? The United States travel atlas covers money, language and getting aroundand everything filmed in Lone Pine is on one page
Venture keeps every scene location on one map, sorted by how far you'd have to walk. Open it in Lone Pine and it tells you what was shot around you, how to get there, and whether you can actually go in.
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