Yup, and there are thousands of animal strikes every year in my state alone. Every three days or so there's fresh roadkill on the side of the road when I drive into work.

Night, day, twilight - a bicyclist can only increase their likelyhood of surviving their trip by adding reflectors and wearing bright clothing.