 In 2004 and 2005, several tropical cyclones impacted Palm Beach County, including hurricanes Frances, Jeanne, and Wilma.West Palm Beach was affected most by Hurricane Wilma in October 2005, with the eye passing directly over the city at Category 2 intensity.Wilma produced hurricane-force winds and gusts up to at the Palm Beach International Airport.