From Halopedia, the Halo wiki
The Caribbean Ocean is a body of water on the human homeworld of Earth. The island nation of Cuba was located in the Caribbean Ocean.
Blue Team flew over the Caribbean Ocean in a Pelican on their way to Cuba during the Battle for Earth.
The Caribbean Ocean is likely supposed to be the Caribbean Sea.