Airport Madness 4 had Steam trading card support added on 31 July, 2015. There are 6 cards in the series, and you'll receive 3 cards at random for purchasing and playing the game.
Other installments in the series, including Airport Madness: Time Machine and Airport Madness: World Edition, also have trading card support.