Hmmmm This Is Strange

Riddle: I grow on trees, I make some people wheeze. I can be brown or black, I can be used as a snack. Some animals bite me, some animals hide me. They save me for Winter deep in the ground, the start to dig down down down. For humans I have a very good taste, sometimes they throw out a part in the waste! What am I?