The cars and other debris caught fire off 91st Street, on the Fairview border, at around 6:45 a.m. Wednesday.
NewsCopter 7 was over the scene as thick smoke and heavy flames shot into the air before firefighters arrived.
At least a half dozen cars burned, as well as other debris in the parking lot.
Firefighters stretched a hose line from 91st Street as they battled the blaze.
North Bergen police say the fire started with two cars.
The fire appears to be accidental. No injuries were reported.
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