Sylvan Lake, Custer State Park, Custer Situated within Custer State Park, Sylvan Lake is one of South Dakota's most beautiful dog-friendly areas. Rock towers and deep green pines rise from crystal clear waters, creating a picture-perfect background for a day on the water.