Riley Creek is a stream located in Florence County, Wisconsin. It appears on the Long Lake SE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,451.76 feet (442.50 m) above sea level. The nearest populated place is Popple River, approximately 5.9 miles to the WNW.