Elm Ridge is a ridge located in Jefferson County, New York. It appears on the Theresa USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 526.11 feet (160.36 m) above sea level. The nearest populated place is Philadelphia, approximately 2.7 miles to the E.