There are plenty of grocery stores in Miami.
If there is one thing that Katrina taught at New Orleans in 2005 and the Labor Day Hurricane of 1935 taught at Islamorada is that you do not stay in a storm surge zone!
Forget the groceries and EVACUATE NOW!!!