Nielsen Lake is a lake located in Washington County, Minnesota. It appears on the Scandia USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 927.17 feet (282.60 m) above sea level. The nearest populated place is Scandia, approximately 3.9 miles to the ESE.