Walnut Branch is a stream located in Coal County, Oklahoma. It appears on the Wapanucka North USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 579.28 feet (176.56 m) above sea level. The nearest populated place is Bromide Junction, approximately 2.1 miles to the W.