Seaside Heights Police Chief Thomas Boyd said tar roofs and stiff winds were fanning the flames. He said a section of boardwalk was being removed to create a fire line to keep the blaze from spreading.
He said the fire created embers the size of a fist.
Several firefighters and others were being treated for smoke inhalation. No other injuries were reported.