Walnut Branch is a stream located in Pendleton County, Kentucky. It appears on the Goforth USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 632.14 feet (192.68 m) above sea level. The nearest populated place is Portland, approximately 1.4 miles to the E.