Extra radio - check.  I actually bring 3.  A dual band HT, a dual band mobile, and a 2M Mobile (Usually my APRS rig)
Batteries.  Just a few.  2 90Ah GelCells (the size of car batteries) and 6 7Ah cells, plus 2 Nimh packs for the HT, plus an AA pack, with 4 sets of spare AAs
Food - I ALWAYS have 24-36 hours of eats in my urban kit (The HT above is in there too)
As I said, I carry a 24 hour bag with me all the time.  I'm looking for the "extras" beside the radio gear.  That I have plenty of (2 mast systems, coax, tool kits, spare antennas - all power on powerpoles, a scanner to go with the 3 rigs)
The earplug idea is a good one.  I always have 1 or 2 pairs with me, but I'll add some more to the truck.
It's the dumb things that you forget that I'm looking for.  The things you don't think of until AFTER a few times in the field.  last time out I realized I didn't have road flares or a strobe to put on the truck (yes - it has magnetic retroreflectors on it)
I've taken the ARRL courses (all 3), and a stack of the FEMA stuff and a stack of Red Cross stuff
(I am the county EC and RACES officer)