Kicking Biomass Out of the Clean Energy Club. Per unit of energy, biomass power plants emit more carbon dioxide from their smokestacks than coal plants. And cutting down older trees and replacing them with saplings reduces the amount of carbon stored in that forest, even under a best-case scenario.