Herbicides and pesticides are actively harmful to bees. Even if chemicals in the herbicides aren't toxic to bees, you're still killing off the "weeds" that the bees feed upon. When there's less food and the bees have to travel further, they're more susceptible to parasites and disease.
We can't just casually sever links in the food chain, then wonder why ecosystems are collapsing.