Someone on Reddit once said that their dog died of drinking puddle water because of the spores in the water, while I don't know if it's true it probably doesn't hurt to avoid.

My dogs line up to drink out of the water bowl in the crate despite there being fresh water in their other bowl. We call that the tasty secret prison water.