The fire is believed to have broken out just after 8 a.m.
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Video from Citizen App shows the flames engulfing at least four boats.
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Fire crews quickly arrived to prevent the flames from spreading to other boats.
There were not any reports of injuries.
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The cause of the fire remains under investigation.
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