Shelton Branch is a stream located in Cocke County, Tennessee. It appears on the Lemon Gap USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,836.65 feet (864.61 m) above sea level. The nearest populated place is Boomer, approximately 0.4 miles to the SSW.