Coldwater Spring is a spring located in Cannon County, Tennessee. It appears on the Hollow Springs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,094.52 feet (333.61 m) above sea level. The nearest populated place is Coldwater (historical), approximately 0.3 miles to the SSW.