It's not just me is it?
No, it does look awful in VR at certain altitudes.
You can sometimes improve things by changing the height of the cloud layers.
I might be wrong, but it seems to me that the cloud height doesn't adjust depending on altitude of your starting point.
If you have the clouds on "middle" height its super noticeable at high altitude airports, and barely noticeable at near sea level airports.