White Oak Lake is a lake located in Itasca County, Minnesota. It appears on the Deer River USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,272.87 feet (387.97 m) above sea level. The nearest populated place is Zemple, approximately 0.8 miles to the NNW.