The black stuff is another type of algae, or perhaps accumulated crumbs of leaves and dirt, or a combination of all of those. Add some bleach to your Simple Green solution and make it fairly strong, at least a cup per two gallons. And use a scrub brush with a medium bristle ( along handle one is easier, but any kind will do).