"Maximum Radiation Level" by Man Or Astroman?
"Telstar" by The Tornados
"Summertime Blue" by Cosmonauts
"Jupiter" by Audio Kings of the Third World
"Teenagers From Mars" by Misfits
"There's A Moon In The Sky (Called the Moon)" by The B52's
"Books About UFO's" by Husker Du
"This Time Tomorrow" by The Kinks (thanks for the request!)
"Approaching Pavonis Mons By Ballon [Utopia Planitia]" by The Flaming Lips
"Astronomy Domine" by Pink Floyd
"Sun Lips" by Black Moth Super Rainbow
"Third Stone From the Sun" by Jimi Hendrix
"Why Go To The Moon" by Sun Ra
"Space Babe" by Twin Sister
"Megumi The Milkyway Above" by Connan Mockasin
"I Wish I Was the Moon" by Neko Case
"Houston" by Dean Martin