Gold Mine Creek is a stream located in Catawba County, North Carolina. It appears on the Catawba USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 798.72 feet (243.45 m) above sea level. The nearest populated place is Buffalo, approximately 2.0 miles to the NNE.