In this week's issue of Science, Elizabeth Finkel writes about 'phenomics' in this news story. Borrowing imaging techniques from medicine, phenomics is to plant biologists what high-throughput sequencing is to geneticists: it allows for detailed observations of the inner working of plants on a large scale. "Institutes worldwide are racing to build facilities with instrument arrays that can scan thousands of plants a day," she writes.