Mine gets ridden regardless of the weather. I typically keep a hotel shower cap stuffed under the saddle to cover it when it is parked. I have also used plastic shopping bags, Target bags are the best. Riding, it is covered. BTW any bike of mine that has a Brooks probably has fenders. IIRC I only have one bike without fenders and that one doesn't have a Brooks on it.
Aaron