Elphee Creek is a stream located in Fulton County, New York. It appears on the Jackson Summit USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,335.30 feet (407.00 m) above sea level. The nearest populated place is Jackson Summit, approximately 0.9 miles to the S.