Blue Lake is a city in Humboldt County, California, United States. Blue Lake is located on the Mad River in a deep valley, 16 miles (26 km) northeast of Eureka, at an elevation of 131 feet. Its population is 1,208 as of the 2020 census, down from 1,253 from the 2010 census.