It's not "american" turnip... it's "asian" turnip. I think its related to a daikon radish. They are bigger and fatter with a green end....
Regular kimchi has napa cabbage as its main ingredient. I have THAT recipe down, but my turnip kimchi isn't quite right.
(Neither is my cucumber chi, either, come to think of it.)