Is there any chance that someone disposed of something in the pond? It's certainly a far-fetched thought, but to think that the water went 100% bad not so probable with the aeration you have.

Excerpt from Robert Crais' "The Monkey's Raincoat:"
"She took another microscopic bite of her sandwich, then pushed it away. Maybe she absorbed nutrients from her surroundings."