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According to investigators, the single-engine Smith Cub float plane was trying to land on the lake when it flipped over around 9:45 a.m.
Only the pilot was on board.
An ABC11 Eyewitness viewer photo showed the aircraft floating upside down in the water close to a dock.
It's the second time this year a float plane has flipped on the lake. A similar incident happened in April.
Click here to read about the April crash.