In addition, in humid agriculture regions that expect to face future shortages, such as part of the United Kingdom, there may be some benefit to design supplemental irrigation schemes (Rey et al., The US Department of Agriculture has developed “climate hubs” (Box 4.1), or regional agencies covering specific agro-climatic regions, with the goal of assessing and responding to locally-specific agriculture or forest production vulnerability (USDA, 2016). A similar approach, focusing on irrigation vulnerability on the water supply side, has been conducted in Korea (Nam et al.,