I'll take the first stab and then hand it over.
It wouldn't be the crop. It would be your cropping method. The advent of no-till, better drainage and control of water on the landscape has done more to reduce agriculture's contribution to greenhouse gases than any other single.... As we were saying, it's the system.
Less disturbance of the soil will give you the greatest contribution to agriculture's contribution to the reduction.