Elmers Lake is a reservoir located in Johnson County, Kansas. It appears on the Olathe USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 928.48 feet (283.00 m) above sea level. The nearest populated place is Monticello, approximately 1.1 miles to the ENE.