Wouldn't the pigeons avoid the tower after noticing that humans came by periodically to catch them? It seems weird that they'd voluntarily live in such a dangerous home.
When they weren't being caught, they had food, water, and a safe and cosy place to roost. If anything, the pigeon death rate might be lower than in the wild.