Randall Lake is a reservoir located in Nodaway County, Missouri. It appears on the Pickering USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,037.70 feet (316.29 m) above sea level. The nearest populated place is Pickering, approximately 3.7 miles to the NNW.