Buster Island is a island located in Polk County, Florida. It appears on the Lake Weohyakapka NE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 59.06 feet (18.00 m) above sea level. The nearest populated place is Fedhaven, approximately 5.8 miles to the SSW.