Turtle Lake is a village located in Barron County, Wisconsin. Turtle Lake has a 2026 population of 1,036. Turtle Lake is currently declining at a rate of -0.86% annually and its population has decreased by -0.29% since the most recent census, which recorded a population of 1,039 in 2020.