Goshikinuma Lakes display different colors due to varying mineral content, water depth, and volcanic sediments from Mount Bandai's 1888 eruption. The lakes range from emerald green to cobalt blue, with colors changing based on lighting conditions, seasons, and the unique chemical composition of each lake.