The Hendricks Army Airfield in Sebring, Fla., hosted its first race on New Year's Eve in 1950 and its 12-hour race in 1952.

Turning airport runways into racetracks is nothing new. Sebring, Silverstone and the Top Gear test track were all made out of former military air bases. Mirabel airport north of Montreal – one ...