Goose Pond Creek is a stream located in Alcorn County, Mississippi. It appears on the Chalybeate USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 394.88 feet (120.36 m) above sea level. The nearest populated place is Lone Pine, approximately 2.9 miles to the NE.