New Jersey State Police identify the pilot as 85-year-old Wayne Rumble of Marmora.
The FAA said the Mooney M20C aircraft stalled during takeoff and crashed at the Woodbine Municipal Airport just after 2 p.m.
Rumble was the only person on board.
The FAA said it will work with the NTSB to determine a possible cause of the crash.
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