Peterson Creek is a stream located in Panola County, Mississippi. It appears on the Pleasant Grove USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 225.41 feet (68.70 m) above sea level. The nearest populated place is Pleasant Grove, approximately 1.7 miles to the NNW.