Locust Branch is a stream located in Estill County, Kentucky. It appears on the Alcorn USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 660.91 feet (201.45 m) above sea level. The nearest populated place is Locust Branch, approximately 0.5 miles to the SE.