Stone Temple Pilots' self-titled album is the ultimate Summer album for me. It just sounds like a blue sky.



The Beatles are also excellent for Summer, IMO.

Also, Florence and the Machine's Ceremonials album sounds like Summer for me, but not really for the actual music. I bought it last summer and put it in my car and listened it for so long that last Summer and Ceremonials are inextricably linked for me now.