As a metal fan it's easy to rattle off dozens of albums that remind me of winter, Agalloch's 'The Mantle' came to mind first.

Green Carnation's 'Acoustic Verses' is very much an Autumn album for me, the song Sweet Leaf in particular, and of course anything King Diamond for the Halloween theme.

Saor's new album Aura has a very Spring feel to it for similar reasons as Agalloch is to Winter, despite it being released in June. The cover art certainly backs it up though.

As for Summer that has to go back to my nu-metal days when life as a teenager was care-free, Linkin Park, Manson and so on. Blink-182 as well.