Shirley Branch is a stream located in Madison County, Kentucky. It appears on the Alcorn USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 681.17 feet (207.62 m) above sea level. The nearest populated place is Locust Branch, approximately 2.1 miles to the E.