"At 12:09 (p.m.) the pilot radioed the tower that he had a fire in his left engine and was returning to the base," Navy spokesman Nick Young said at the time.
The plane crashed in the water about 100 yards short of the runway as it attempted to return to the naval station.
Residents in Mandarin saw the plane returning to the base with flames coming from its port engine.
'"It was on a straight path right toward the runway. It didn't falter at all, and then it went down," W.D. Thompson, who also watched from across the river, told the UPI.
The lone survivor of the crash, Petty Officer Melissa Kelly, was hospitalized with multiple injuries.
"I guess the first question is, 'Why me?' But I'll worry about that later," she told a reporter from her hospital bed.
The flight was a regular biweekly personnel transport between the two Navy bases.
Unlike Friday night's crash, the weather was not a factor in the 1983 crash. It was sunny, with temperatures in the 60s that day.