Peat moss is a kind of soil/moss that is used for gardens, usually. You can get it at any garden center, or walmart or some such store, usually pretty cheap. Get it pure, no soil mixed in. Rinse it like you would gravel until water runs clear, then you can either put some under your substrate or in the filter.