Tannins are visible and can be mistaken for iron. Tannins are decaying organic vegetation (leaves, grass, moss, etc.) that are too small to be filtered and are introduced through shallow wells or surface water, although deep wells can have tannins as well. Tannins can be easily removed with ion exchange utilizing tannin-specific resin.