Nelse Branch is a stream located in Smith County, Mississippi. It appears on the Louin SW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 317.00 feet (96.62 m) above sea level. The nearest populated place is Bezer, approximately 3.1 miles to the SSW.