Turtle Lake is a city located in McLean County, North Dakota. Turtle Lake has a 2026 population of 532. Turtle Lake is currently declining at a rate of -0.56% annually and its population has decreased by -1.12% since the most recent census, which recorded a population of 538 in 2020.