Answering my own question here...
It appears that, in an average tree at least, some 90% of the bio mass is derived from oxygen and carbon in the air. I would guess that if you weighed a healthy plant, around 90% of that weight would be water, but after removing the water, the remainder - the actual structural parts - would be primarily derived from elements in the air.
I had no idea it was that much. That's fascinating! I'm going to start fermenting my beer next to my plants. See what a little more CO2 does. :-)
--------------------------------
formatting link
Let's think about that from the perspective of the underlying chemistry. When we talk about water we describe a molecule of two hydrogen atoms and one oxygen atom. But these words refer to atoms, not the energy which bonds the atoms together. Wood is mainly a carbohydrate called cellulose (chemical formula, C6 H10 O5). Compare the mass of these atoms: carbon is about 12 mass units, oxygen about 16, and hydrogen about 1. Thus carbon and oxygen contribute 72 (6 x 12 for the carbon) plus 80 (5 x 16 for the oxygen) mass units while hydrogen contributes only 10 (10 x 1) units. Thus carbon and oxygen make up 152/162 of the cellulose molecule by mass. And experiments using tagged markers have shown that this oxygen comes from the carbon dioxide molecule not from the water molecule. The carbon is not entering the plant in minerals, or in the water, but rather from the air.
Carbon dioxide enters plant leaves as a gas. It is combined with hydrogen from water to produce carbohydrates. In this process of photosynthesis, oxygen gas is produced as a by-product of the reaction. If wood is mostly carbon and oxygen, then wood comes mainly from air! That rather unexpected point should get students attention: the mightiest redwood, or rainforest giant, is made mostly of elements derived from air. These first two Activities use something readily available, a pencil, and something less easy to obtain--dry ice--to show students how carbon behaves as it changes from a solid to a gas.