Local authorities say the crash did not affect any of the few homes in the area.
Another AV-8B Harrier crashed in February near the base but the pilot wasn't injured. The aircraft can hover and take off and land vertically.
Monday's crash comes in the same month that another Marine jet crashed in a San Diego neighborhood near its base, killing four people on the ground.