Keeping them clean is the result of the surface and jumping water droplets. The surface tension of water must play a role in droplet formation, so I think it is a combination of the amazing attributes of water and the evolution developed surface of the wings:-http://www.scientificamerican.com/article.cfm?id=cicada-wings-self-cleaning