Not airbase or air-base.
From the U.S. Air Force Journalistic Style Guide:
Capitalize when used in conjunction with a base: Misawa Air Base. AB is acceptable in conjunction with a second reference to a base: Misawa AB. Do not abbreviate in biographies.