For these series, adoption rates for intervening years have been interpolated. Maize irrigated area is from USDA (2015g), Census ol Agriculture. Adoption rates for herbicides, insecticides, no till, tractor guidance systems, and N application rates for fertiliser are from the USDA (2015h), Economic Research Service. In 1992, about 190 000 farms had swine onsite.