Throughout the history of popular music there have been  a ton of women who rocked, and Rolling Stone recently made a list of “Women Who Rock: The 50 Greatest Albums of All Time.” If you had to pick one album by a woman to take on the deserted island with you while you waited to be rescued, what would it be?

Aretha Franklin leads Rolling Stone's newly-released list: "Women Who Rock: The 50 Greatest Albums of All Time." The 70-year-old singer landed at No. 1 with her 1967 album "I Never Loved A Man The Way I Love You."

Joni Mitchell's classic 1971 album, "Blue," came in second, followed by British singer Dusty Springfield's 1969 set "Dusty In Memphis."

Rounding out the top five were Fleetwood Mac's "Rumours" and Patti Smith's "Horses."

Some younger artists nabbed spots in the top 10, including Adele with "21" and Missy Elliot with her 2002 release "Under Construction."

Rolling Stone is also holding a contest for readers to vote on an emerging female artist to appear on the back cover of an upcoming issue.+

The top 20 look like this...

1. Aretha Franklin – “I Never Loved A Man The Way I Loved You”
2. Joni Mitchell – “Blue”
3. Dusty Springfield – “Dusty in Memphis”
4. Fleetwood Mac – “Rumours”
5. Patti Smith – “Horses”
6. Adele – “21”
7. Missy Elliott – “Under Construction”
8. Blondie – “Parallel Lines”
9. The Supremes – “Anthology”
10. Bikini Kill – “The Singles”
11. Lady Gaga – “Born This Way”
12. Janis Joplin – “Pearl”
13. Mary J Blige – “My Life”
14. The Pretenders – “The Pretenders”
15. Patsy Cline – “The Patsy Cline Collection”
16. Labelle – “Nightbirds”
17. Sleater-Kinney – “The Hot Rock”
18. Madonna – “Like A Prayer”
19. Joan Jett – “Bad Reputation”
20. Etta James – “At Last”

See Rolling Stone's complete list here.

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