Blue-Green Algae. It's this floating material that is toxic to dogs, and if they ingest any it could mean the worst-case scenario for your four-legged friend.
If you have a dog, getting some exercise with them is often something fun to do. But should there be a law requiring you to walk your dog in Minnesota?