Town of Olean is a civil located in Miller County, Missouri. It appears on the Olean USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 774.28 feet (236.00 m) above sea level. The nearest populated place is Olean, approximately 0.0 miles to the NE.