http://www.gamegenie.com/cheats/gamegenie/snes/smetroid.html

Will codes 1-8 work on an existing game?

I tried the one where you can select which world to go to.

It worked.

It's kind of nice to change the starting location to the star ship; refill on health and ammo; save; reset; then go back to the world you were.