Tafelski Creek is a stream located in Ashland County, Wisconsin. It appears on the Mellen USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,228.63 feet (374.49 m) above sea level. The nearest populated place is Foster Junction, approximately 1.0 miles to the W.