A wood-powered industrialization would have led to mass deforestation and then fallen over hard. (Or, more likely, switched fuels.)

That, in fact, occurred. Steel was produced using wood charcoal for millennia, denuding huge swaths of forest, which often became desert rather than growing back. Such deserts can sometimes be reclaimed by careful stewardship.