Nelson Hollow is a valley located in Perry County, Tennessee. It appears on the Chestnut Grove USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 554.86 feet (169.12 m) above sea level. The nearest populated place is Blue Sky, approximately 2.6 miles to the NNW.