Robertson Island is a island located in Escambia County, Florida. It appears on the Fort Barrancas USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 21.12 feet (6.44 m) above sea level. The nearest populated place is Fort Pickens, approximately 1.3 miles to the E.