NO no they're not dead! Mabel said last minute that there was a chance they may be alive, when he was trying to make Kaylee give him the atlantis address. They don't just drop hints like that and then have them be dead.

This is the spin off of the series where nobody is dead unless you see a body, and usually not even then. Surely the same rules apply? (despite a distinct lack of sarcaphogi)