City of Weatherby Lake is a civil located in Platte County, Missouri. It appears on the Parkville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 912.07 feet (278.00 m) above sea level. The nearest populated place is Weatherby Lake, approximately 0.1 miles to the N.