Blackduck is a city in Beltrami County, Minnesota, United States. The population was 845 as of the 2020 census. It is 24 mi northeast of Be…Blackduck is a city in Beltrami County, Minnesota, United States. The population was 845 as of the 2020 census. It is 24 mi northeast of Bemidji.