Folklore says the woolly bear caterpillar (larva of the Isabella tiger moth, Pyrrharctia isabella) predicts the coming winter: Mostly black = cold, mostly brown = mild. But Science says the color is determined by the previous winter and has no bearing on the future. Yo, Science: Take this Almanac and crawl back into your cocoon.