“….Set in the fictitious UK airbase of ‘Archbury’, the movie was mostly filmed in the States, though a second unit filmed establishing shots of the UK base at RAF Barford St John, about four miles southeast of Banbury in Oxfordshire….”

http://www.movie-locations.com/movies/t/Twelve_Oclock_High.html