Peat moss is partially decomposed sphagnum moss plants, which are harvested from peat bogs. While peat moss is brown, like soil, it has a different texture and weight: it's light and spongy and crumbles into tiny splinters. It is difficult to wet, but once wet it retains water like a sponge, meaning it reduces drainage of water from soil.