Belue Branch is a stream located in Lauderdale County, Alabama. It appears on the Union Hill USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 577.43 feet (176.00 m) above sea level. The nearest populated place is Estep (historical), approximately 0.3 miles to the SW.