Ground spices are simply the whole spice turned into a powder. Whole spices keep their flavor longer than ground, but ground spices are easier to cook with as they take less time for the flavor to go into the food. There are so many spices few of which being cinnamon, cloves, fennel, star anise, fennel, etc.