Elm Creek is a stream located in Coal County, Oklahoma. It appears on the Olney USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 562.59 feet (171.48 m) above sea level. The nearest populated place is Olney, approximately 0.8 miles to the NW.