We have that technology for decades - for example, Tu-155 flew on hydrogen in 1988 - and we gradually replace existing usage with more and more clean options. Don't worry - we won't turn off pollutions overnight, but will gradually drive them to zero. And then to net negative values, restoring some losses in the environment.
Resource extraction / recycling is a whole other issue of course.