The CD re-issue bonus tracks "Parrot Polynesia", "Watchin' Girl" and "Banana Fish" first appeared on the Zero Records compilation LP Aura Music in November 1983.

The other CD bonus songs are either "Watchin' Girl" and "Twist Barbie" live (Oglio Records), or "Ukkari Hachibei" and a cover of The Ramones' "I Wanna Be Sedated" (MCA Records, Japan).

The album's cover was painted by bass guitarist Michie Nakatani.

K Records released, in small quantities, Burning Farm on audiocassette in the United States with a different cover and track listing.

In 1993, Kurt Cobain listed it in his top fifty albums of all time.