Elm Lake is a reservoir located in Jackson County, Missouri. It appears on the Independence USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 974.41 feet (297.00 m) above sea level. The nearest populated place is Raytown, approximately 0.6 miles to the SE.