Tennessee Gulch is a valley located in Tuolumne County, California. It appears on the Columbia USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,928.67 feet (587.86 m) above sea level. The nearest populated place is Browns Flat, approximately 0.1 miles to the NW.