This is a meta-analysis showing that certain species are more impacted by urbanization than others. In particular, butterflies are susceptible and beekeeping could be exacerbating the issue by displacing native pollinators.

Research Paper: https://onlinelibrary.wiley.com/doi/10.1111/ele.14277