Nelson Hollow is a valley located in Vernon County, Wisconsin. It appears on the Westby USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 994.04 feet (302.98 m) above sea level. The nearest populated place is Bloomingdale, approximately 1.3 miles to the W.