Why does the body still need oxygen after exercising hard?

Your blood circulates much faster when excercising to bring oxygen to your body's cells. When you stop excercising, it takes some time for your heart rate to return to normal, and that means you'll still be taking in a lot of oxygen to supply the needed ammount which has to be administered at such a fast rate.