Where can I find the booklist for Earth Science Explored Elementary?

You can find the complete reading list here, both by lesson and alphabetically.

Additionally, on each Lesson Supplement download (found in the Extra Materials section of each lesson) you can find the book list for that lesson. 

Keep in mind that some books are suggested for more than one lesson, and the books vary in terms of reading/grade level.