You'll notice that regardless of the weather, people bike. Chuck some rain pants and a rain coat on, or carry an umbrella, or get a bike poncho thing, or all of the above. It's not hard.
If it's seriously shitty weather, the public transport is a bit more full than otherwise, but still people are out biking because that's how you get from A to B.