Walnut Creek is a stream located in Osage County, Oklahoma. It appears on the Keystone Dam USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 724.15 feet (220.72 m) above sea level. The nearest populated place is Curchece, approximately 1.0 miles to the SW.