The moon hoax; or, A discovery that the moon has a vast population of human beings by Richard Adams Locke
Found this on Google Books here. (Hopefully that link will work.) Otherwise try reading online at the Museum of Hoaxes, starting here at Day One, and the other five days linked on that page.