Clearly the number of planes flying in the sky in medieval times was somewhat less than it is now. But in game, I gather the main role of airports is to raise commercial caps. So perhaps instead of business folk clamoring for an airport, maybe they can be clamoring for a market...?
The planes will have to be blocked (or turned into birds, as CTG suggested).