Diatoms need to run their course then they will disappear. They feed off of silicates which are usually found in the sans we use. Once they use up all the silicates they will die off and be gone. Removing them, unfortunately, prolongs their existence. I know they are unsightly, but the only real way to get rid of them is to let them die off on their own.