The most accurate hypothesis regarding the drastic change in the peppered moth population is:
The light colored moths were easily seen and eaten by predatory birds, but the darker moths avoided being eaten.
This explanation highlights the concept of natural selection, where during the industrial revolution, the environment changed due to pollution, making lighter moths more visible against the soot-covered trees. As a result, they were more likely to be preyed upon, while the darker moths had a better chance of survival and reproduction in this altered environment.