Palmdale, CA Airport (WJF-General William J. Fox Airfield). So much to see and do, so little time. Before you climb behind the wheel of your rental car and explore this amazing place, we'll fill you in on some of the basics.Palmdale, CA Airport (WJF-General William J. Fox Airfield) is about 6 miles to the southeast from downtown Lancaster.