Rice Island is a island located in Polk County, Tennessee. It appears on the Benton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 717.25 feet (218.62 m) above sea level. The nearest populated place is Ocoee, approximately 2.1 miles to the SW.