Patterson Creek is a stream located in Botetourt County, Virginia. It appears on the Eagle Rock USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 905.84 feet (276.10 m) above sea level. The nearest populated place is Bessemer, approximately 0.4 miles to the NW.