Pine Island is a city in the U.S. state of Minnesota. The population was 2,337 at the 2000 census. Most of Pine Island is in Goodhue County, Minnesota, but a small part extends into Olmsted County. Pine Island apartments for rent comparison page shows most up to date rent information on Pine Island apartments and houses. Rent information is obtained from multiple rental sources but we cannot guarantee their accuracy.