cosmology - Is it possible that galaxies' redshift is caused by something else than the expansion of space?

I was thinking that maybe photons loss energy naturally when they travel great distances.

Or maybe the mass of all matter is increasing over time and therefore photons emitted in the past are necessarily less energetic.

Or is the expansion of space backed up by so much other evidences that trying to find another explanation is completely foolish?