Leaves that sit in your pool for extended periods will begin to decay and release tannins. These can cause unsightly stains on plaster/concrete, vinyl, fibreglass, and some tiled pool surfaces. Light-coloured pool surfaces are particularly susceptible to staining.
Such staining can be difficult to remove. If this does happen, try Hy-Clor Stain Remover.