Sugar Creek is a stream located in Graves County, Kentucky. It appears on the Symsonia USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 339.29 feet (103.42 m) above sea level. The nearest populated place is Kaler, approximately 1.0 miles to the S.