Major improvements in crop performance are needed to keep pace with population growth.  Though the tools needed to support studies of plants’ genetic structure are well developed, profiling the structure and function of plants (the phenome) remains a major bottleneck.  Solutions addressing this bottleneck will be multidisciplinary, requiring engineering and computer science as well as plant biology.