Naneum Creek is a stream located in Kittitas County, Washington. It appears on the Ellensburg South USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,436.65 feet (437.89 m) above sea level. The nearest populated place is Thrall, approximately 0.6 miles to the SSW.