Here's a photograph showing this effect. The light from the Sun is scattered by the Earth's atmosphere.
Blue light is scattered
in all directions much more than red light. This
means that if the light travels a long distance
through the atmosphere, it will be mostly the
red light that reaches the Moon.
Picture taken by South African Astronomical Observatory.