My limited understanding of this thing ..

is that it runs becaue of heat differential.

If that is so then why are these machines not in use along rivers capturing the temerature difference between the water and the air. It would seem to be a huge source of totally clean and sustainable power.

Would this thing change the temperature of the outflowing water or exhaust air? In order to get power I would think that one or both of those must change.