In tropical forests, large canopy and emergent trees are crucial sources of fruits, flowers and shelter for animal populations^,. They are also reproductively dominant and strongly influence forest structure, composition, gap dynamics, hydrology and carbon storage. Here we show that forest fragmentation in central Amazonia is having a disproportionately severe effect on large trees, the loss of which will have major impacts on the rainforest ecosystem.