The Final Countdown: SF Apocalyptic Music

This classic 80s song is simple yet memorable, and if you listen closely it is a story of the final ship leaving Earth for Venus because Earth is nearly dead.  Besides the spaceships and possibility of living on Venus, this song made me wonder if the apocalyptic genre is necessarily a genre stem of SF, and I will explore that in my searches for the week.