Rainwater can help wash out fertilizer and chemicals in your pond which makes it great for your pond but can't say the same for the fish. Rainwater is one of the number one causes of algae in ponds. When it rains, the chemicals and fertilizer used in your pond tend to run off and find a ditch in your pond which explains how some pond algae come to be.