Lost Cove Branch is a stream located in Monroe County, Tennessee. It appears on the Rafter USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,177.70 feet (358.96 m) above sea level. The nearest populated place is Chestnut Valley, approximately 1.3 miles to the W.