Well when mine started getting into the kitty litter pan this was 4 ducklings it was pretty nasty by the end of the day and that was with me adding fresh water to it during the day.
How old are they?. if not feathered out then they should not be in water unless supervised. I use a kitty litter pan with my very young ducklings and after they are through playing I dump it out.