I've got fenders - Planet Bike Cascadias, I believe - on one of my two bikes. Consequently, that's the bike that gets ridden when it's wet outside, as the fenders do a good job of keeping most water off my feet, and crud (there's a lot of it on Shanghai roads) off my back and off my bike.