You can absolutely use parchment. It is easily available at any grocery store, is inexpensive, you can sandwich your fusible web on both sides. I prefer it over the applique pressing sheets!
edited to add: If you've used fusible before, the paper that backs the fusible web is basically parchment. It won't burn and it won't stick to the fusible.