No no no no no.
After passing through 7 miles of atmosphere that extra 20 feet is going to make ZERO difference.
The big shops use C-band because it is not affected by rain fade.
Ku-band is always susceptible to rain fade.
There is NO such thing as snow fade.
Ka-band is 10 times worse with rain fade. Go, DirecTV HD!
Of course there is snow fade. If you have enough of anything between a transmitter and receiver it will attenuate the signal. It could be rain, snow, ice particles or even dust. I have been experiencing "snow fade" for the last 9 years. Most moisture in the atmosphere is in a solid state especially in cold weather.
If snow and ice didn't reflect and scatter RF, we wouldn't be able to track storms with radar.
Snow or ice has absorption and scattering properties similar but slightly different than liquid water, but snow and ice will definitely "fade" the signal.
The higher the frequency, the less fade there is, but it still happens.