Nelson Ridge is a ridge located in Caldwell County, Kentucky. It appears on the Crider USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 688.87 feet (209.97 m) above sea level. The nearest populated place is Flat Rock, approximately 1.4 miles to the NE.