Nelson Creek is a stream located in Burnett County, Wisconsin. It appears on the Webb Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 941.39 feet (286.94 m) above sea level. The nearest populated place is Webb Lake, approximately 1.3 miles to the S.