Elm Creek is a stream located in Cattaraugus County, New York. It appears on the Randolph USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,309.06 feet (399.00 m) above sea level. The nearest populated place is Randolph, approximately 0.7 miles to the NW.