Yes, parking lots frequently sell out! Traveler volume can increase for all kinds of reasons -- from holidays and school breaks to conventions and weather events -- and in some places, there simply isn't enough real estate to allow ample space for parking. It's a common occurrence and one of the best reasons to reserve airport parking in advance!