Sailboats on Lake Guntersville, Guntersville, Alabama. Lake Guntersville State Park is located along the banks of the Tennessee River in Northeast Alabama. The park overlooks the majestic 69,000-acre Guntersville Lake and ranges over more than 6,000 acres of natural woodlands. Photo by Carol Highsmith, 2010.