My landlord said to cut up the branches and put them in a pile on the driveway, near the road. He opined that the Town of Bethpage garbage collectors might pick it up, being more lenient after Tropical Storm Irene's passage through the area.
I think he's awfully optimistic. Note Honda Fit for scale: That's several pickup truck-loads of branches, I reckon.