Gehrman Creek is a stream located in Ashland County, Wisconsin. It appears on the Gurney USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,122.72 feet (342.21 m) above sea level. The nearest populated place is White City, approximately 4.0 miles to the SSW.