Land retirement and other agricultural conservation actions contribute greenhouse gas offsets and water quality improvements and reduce erosion and nitrogen runoff. Shifting the programmatic focus to carbon would enhance C sequestration and reduce nitrogen runoff, but would likely increase erosion.