Some rain clouds are darker than others because they contain more water droplets. These water droplets reflect less sunlight back into space than a blanket of white clouds containing fewer water droplets. As a result, the dark clouds absorb more sunlight, which warms them up. They also warm up because they are higher in the atmosphere and the air is colder there.
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