Walnut Creek is a stream located in Appanoose County, Iowa. It appears on the Mystic USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 858.72 feet (261.74 m) above sea level. The nearest populated place is Rathbun, approximately 0.7 miles to the W.