Gholson Mountain is a summit located in Noxubee County, Mississippi. It appears on the Gholson USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 547.67 feet (166.93 m) above sea level. The nearest populated place is Fairhill, approximately 1.5 miles to the SE.