Up to 25 firefighters are tackling the blaze at the yacht club in Temple Manor Marsh, Knight Road.
It started at around 8pm.
A fire launch boat and the Coastguard are also at the scene.
More top news
Simon's Blog - Windy Weather Photos
Tuesday's night's forecast for the east of the region
Tuesday night's weather for the west of the region