Steele Island is a island located in Cocke County, Tennessee. It appears on the Springvale USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,053.34 feet (321.06 m) above sea level. The nearest populated place is Glendale, approximately 0.6 miles to the SW.