Taneum Creek is a stream located in Kittitas County, Washington. It appears on the Thorp USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,698.15 feet (517.60 m) above sea level. The nearest populated place is Thorp, approximately 2.4 miles to the SE.