Listed are the natural herbs that the party knows of. Other research can reveal the existence of other plants with many more effects.
Preparation DC indicates the difficulty in finding the plant (Survival skill, or Knowledge:Nature) as well as the actual preparation (Craft:Alchemy).
Cost indicates the material costs in creating a usable item from the raw materials. Prepared items are often sold for significantly more.