Doc Smith Island is a island located in Rhea County, Tennessee. It appears on the Spring City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 736.50 feet (224.49 m) above sea level. The nearest populated place is Rhea Springs (historical), approximately 0.7 miles to the NW.