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There are two series that come to mind that might have what you are looking for. Both are with the Cartographic Branch of the National Archives at College Park. You can contact them at email@example.com.
The second series is a bit further back, but if the change happened between the two series, at least you'll know where the airfield once was.
Best of luck with your search!