Weatherby Lake is a reservoir located in Platte County, Missouri. It appears on the Parkville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 869.00 feet (264.87 m) above sea level. The nearest populated place is Weatherby Lake, approximately 0.2 miles to the NNE.