Riverside Lake is a lake located in Newton County, Indiana. It appears on the Goodland USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 637.21 feet (194.22 m) above sea level. The nearest populated place is Brook, approximately 1.0 miles to the N.