New Olathe 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 935.18 feet (285.04 m) above sea level. The nearest populated place is Olathe, approximately 2.8 miles to the E.