Long fiber sphagnum moss is the live part of the sphagnum moss plant, while sphagnum moss also includes sphagnum peat moss created from decomposing sphagnum moss. The fibrous nature of long fiber sphagnum moss makes it ideal for use in hanging baskets, while understanding the difference can aid in choosing the right moss for gardening or houseplants.