I read a book a while back called Color: A Natural History. The author mentions one of the pigments used for skin tones by certain artists darkens over time. Note how the highlights are too light to match the rest of her face. This is closer to her original skin color. It's understandable why someone would think that she's black at first glance, but its based on ignorance.