Expansion of irrigated areas without improving irrigation efficiency results in lower average yields in southern and Western Europe (and in North American vegetable yields) due to increased water scarcity for irrigation. In all other regions, the expansion of irrigation leads to greater productivity as agriculture production benefits from having a larger proportion of more productive irrigated areas. When improved efficiency is coupled with irrigation area expansion, agriculture can further benefit as the reduced demand for water per hectare reduces the constraints on water use.