Catherine Island is a island located in Collier County, Florida. It appears on the Catherine Island USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 45.93 feet (14.00 m) above sea level. The nearest populated place is Golden Gates Estates, approximately 6.7 miles to the WSW.