Tropical Storm Melissa's forecast is filled with uncertainty, prompting some dire worst-case scenarios for Caribbean islands.

"The tropical cyclone is expected to grow in size, and likely be a large and dangerous hurricane towards the end of the forecast period," the National Hurricane Center said.