Changes in the phenology of vegetation activity may accelerate or dampen rates of climate change by altering energy exchanges between the land surface and the atmosphere 1,2 and can threaten species with synchronized life cycles 3-5 . Current knowledge of long-term changes in vegetation activity is regional 6-8 , or restricted to highly integrated measures of change such as net primary productivity 9-13 , which mask details that are relevant for Earth system dynamics. Such details can be revealed by measuring changes in the phenology of vegetation activity. Here we undertake a comprehensive global assessment of changes in vegetation phenology. We show that the phenology of vegetation activity changed severely (by more than 2 standard deviations in one or more dimensions of phenological change) on 54% of the global land surface between 1981 and 2012. Our analysis confirms previously detected changes in the boreal and northern temperate regions 6-8 . The adverse consequences of these northern phenological shifts for land-surface-climate feedbacks 1 , ecosystems 4 and species 3 are well known. Our study reveals equally severe phenological changes in the southern hemisphere, where consequences for the energy budget and the likelihood of phenological mismatches are unknown. Our analysis provides a sensitive and direct measurement of ecosystem functioning, making it useful both for monitoring change and for testing the reliability of early warning signals of change 14 .Recent climate change has shifted species distributions 15,16 and leaf phenology 17,18 around the world, leading to mismatches in previously synchronized phenological cycles 3,4 . Such mismatches greatly increase the risk of extinction for affected species, and ongoing climatic and phenological change is expected to further increase this risk 5 . Despite documenting and predicting effects of climate change on many organisms, these previous studies do not provide an easy way of inferring how widespread such changes are or where they are most severe. In addition to being a symptom of climate change, vegetation change also feeds back to the climate system by forcing rates of energy exchange between the land surface and the atmosphere. Changes in the vigour and timing of vegetation activity can therefore accelerate or slow down rates of climate change 1 . Yet, the extent to which changes in vegetation phenology will impact the climate system by modifying albedo, transpiration, partitioning between latent and sensible heat in the atmosphere, and cloud formation, has been identified as a major source of uncertainty in climate change projections 2,19 .