Exactly. Algal blooms drastically change the composition of the water that they are in. Fresh water algal blooms from run-off are incredibly damaging for local ecosystems, producing chemicals toxic to local flora and fauna.

Done over a large enough area, it can change more than just the CO2 levels in the atmosphere.