Anderson Lake is a lake located in Whatcom County, Washington. It appears on the Kendall USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 530.83 feet (161.80 m) above sea level. The nearest populated place is Columbia, approximately 2.2 miles to the ESE.