What I am getting at is not that the higher frequency channels propagate any less farther than the low end channels. However, the higher you go in frequency, the more "line of sight" your signal becomes. Higher end UHF channels are more likely to suffer signal loss from trees, hills, buildings, etc. Also, the higher frequency means a smaller beamwidth. So, you must be more precise in aiming your antenna. Remember, the current UHF TV band extends from 470 MHz to 806 MHz. That's a quarter-wavelength difference of 6" versus 3.5". Antenna manufactures have to make a compromise on how to cut their bay or dipole, and often they "bias" the antenna toward the lower end of the band, because that is where most of the higher rated channels are at.
Tropo is not line of sight, so when those conditions exist, typical ground based obstacles do not affect the signal.
I have a Channel Master 4228 8-bay that works very well on UHF channels below about 50. Starting at channel 50, the gain rolls off quite significantly, making the 4228's performance worse than that a small yagi.
The good news is that, with the upcoming death of analog TV, all of those channels above 50 are going away, so we won't have to bother with them anymore.