"Historically, tropical systems that reach the western Caribbean in October are more likely to be steered away from places like Texas and Louisiana. But the eastern United States, and Florida in particular, can still be impacted by intense storms," AccuWeather said.

Melissa is expected to approach the southwestern portion of Haiti and Jamaica later this week.