Sulphur Spring is a spring located in Decatur County, Tennessee. It appears on the Bath Springs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 376.05 feet (114.62 m) above sea level. The nearest populated place is Bath Springs, approximately 0.2 miles to the N.