Eastland Lake is a reservoir located in Bates County, Missouri. It appears on the Rich Hill USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 802.23 feet (244.52 m) above sea level. The nearest populated place is Rich Hill, approximately 1.1 miles to the N.