The Lower Thames Valley Conservation Authority has issued the warning citing water on the road.
They are asking everyone to stay clear as there could be dangerous debris in the water, and emergency vehicles could need access.
With the forecast in place the flooding could continue into the evening hours as the winds shift to the west.
The warning remains up into Thursday morning.