I've only ever used fingerless gloves for bicycling and they would be useless in cold weather. But my bike doesn't like snow/slush/rain or even cold weather for that matter. It complains vociferously when its chain and sprockets get gunked up.

Sounds like wind-chill to me with gloves that are good for bike handling but not so much for cold weather at bicycling speeds.