Actaully, ROAD TO PERDITION, starring Tom Hanks, was shot in IOWA as were a number of other films over the years. Check out:
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IOWA Filmography
Not a bad film resume for a bunch of cornfields!
And since this is a horror forum, back in 1984 CHILDREN OF THE CORN was shot there, but I guess that one was on obvious choice.