I had to look this up because I have seen it once and wondered myself. The only place else I have seen it is off Vieques where the whole bay is bioluminescent. Those are rare and only seen in Puerto Rico on the Caribbean side and a part of Jamaica. I went there to see it specifically (will never go back) It was beautiful, but I really didn't enjoy P.R.

Those dinoflagellates are called Prodinium bahamense and the ones prevalent in the Gulf are called
Pyrocystis noctiluca.
Bioluminescent Plankton, Pyrocystis noctiluca
Identifiers: single-celled with paired, flagella
Status: abundant, common in Gulf of Mexico
Reproduction: by cell division
Adaptations: bioluminescent defense system
created by chemical reaction
Fun Facts: latin name = night light fire cell
exhibit limited mobility
A a marine dinoflagellate, capable of bioluminescence. During the day chloroplasts are distributed throughout the entire cell, then they migrate to the cell's center at night and create an emission (transformation of enzyme) or flashes of light. Many flashes can be generated in a single cell. In the summer P. noctiluca can undergo mass propagation (blooms). Countless light flashes from blooms make the sea glow at night. When disturbed (paddles, motors, zooplankton etc.), the plankton flash, resulting in light that deters predation from zooplankton and attracts larger predators (fish) to eat the
zooplankton.