Southern Maryland. Opposite of NOVA (Northern Virginia). Often used when being more specific than DC, but less than the actual county of residence (ie, Montgomery County).
Guy 1: Where did you move from again?
Guy 2: Dc
Guy 1: Awsome, me too! What part?
Guy 2: SOMA
Guy 1: Dude, I'm from NOVA.