The incident occurred at about 10 a.m. in an area known as Harbor Dry.
The aircraft, based at Edwards, was on a test mission when the incident occurred. Edwards is home of the Air Force Flight Test Center.
One pilot was on board, but the pilot's condition is unknown at this time, officials said.
A board of officers will investigate the cause of the crash.