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.
Olmsted County sure has a lot going for it, but it's missing this classic part of Minnesota-- which is especially noticeable during this heatwave we're experiencing right now.