Wheeler Spring is a spring located in Greene County, Tennessee. It appears on the Jearoldstown USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,447.56 feet (441.22 m) above sea level. The nearest populated place is Swanay (historical), approximately 1.1 miles to the NE.