Walnut Creek is a stream located in Polk County, North Carolina. It appears on the Pea Ridge USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 785.23 feet (239.34 m) above sea level. The nearest populated place is Pea Ridge, approximately 1.7 miles to the SSE.