Granville Creek is a bay located in Anne Arundel County, Maryland. It appears on the South River USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 26.25 feet (8.00 m) above sea level. The nearest populated place is Sylvan Shores, approximately 0.3 miles to the SSE.