Olathe Lake is a reservoir located in Johnson County, Kansas. It appears on the Ocheltree USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 996.98 feet (303.88 m) above sea level. The nearest populated place is Clare, approximately 2.0 miles to the SW.