Springfield shop closed early before autumn's fifth weather event (4,5)

I haven't cracked this one yet — but the brilliant team at Fifteensquared have:

DUST [y] (the singer Dusty Springfield) + STOR [e] (shop), both without the last letter (closed early), then the fifth letter of [autu] M [n].