Martin Spring is a spring located in Anderson County, Tennessee. It appears on the Lake City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 812.83 feet (247.75 m) above sea level. The nearest populated place is Westwood Estates, approximately 1.0 miles to the SSW.