The federal government renamed the Gulf, but local signs, maps and Marco Island's own website still show the old name.
Red tide is caused by a harmful algae bloom. It can bring respiratory problems and even fish kills in high concentrations.
The report was presented by several researchers at a Thursday event hosted at the University of South Florida.