Chestnut Grove is a woods located in Grainger County, Tennessee. It appears on the Bean Station USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,269.11 feet (386.82 m) above sea level. The nearest populated place is Noeton (historical), approximately 1.5 miles to the SSW.