There's No Place Like Space with The Cat in The Hat.
'This is a wonderful scientific fiction book to read to kindergarten and first graders. This book incorporates fun poetry and learning the basics of our solar system in a way for students to remember.'
https://www.goodreads.com/en/book/show/175184.There_s_No_Place_Like_Space