I heard from a cell service technician that most cell towers antennas are not really designed to radiate upwards. This kind of makes sense when you think about it, radiating up would be wasted energy.

This was in the context of asking why service/signal was so bad on top of a hill. I was thinking it would have been better because of clear LoS but that only makes sense if you assume an onmidirectional pattern.