Not all of it. Some of the tax will have to be eaten by the producers since the market will not tolerate just any price. Then also the tax will make less polluting alternatives more viable and thus likely reducing their price in the long run.

And of course, we the public consumers will also benefit the most from making our industries greener and cleaner.