Celia Creek is a stream located in Caldwell County, North Carolina. It appears on the Drexel USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,036.05 feet (315.79 m) above sea level. The nearest populated place is Spencer Heights, approximately 0.1 miles to the WNW.