That iron oxide is rust. Pure iron doesn’t oxidize as aggressively. Examine an old iron engine block and you’ll see a thin surface layer of rust but little penetration into the metal.

The G-Class’s original 2.3-liter engine has been rebuilt with new internals ... Overland in a particularly sorry state, filled with rust and covered in dirt and grime. It was completely stripped ...