Kelp Creek is a stream located in Ashland County, Wisconsin. It appears on the Loretta USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,441.50 feet (439.37 m) above sea level. The nearest populated place is Kennedy, approximately 7.6 miles to the SE.