A big explosion on the moon cannot be heard on the earth because
The explosion produces high frequency sound waves which are inaudible
Sound waves required a material medium for propagation
Sound waves are absorbed in the moon's atmosphere
Sound waves are absorbed in the earth's atmosphere
For a large distance between earth and moon there is no atmosphere. Here sound cannot travel to reach earth.