This letter discusses the connection between groundwater depletion and global food consumption. Recent hydrological modelling and Earth observations have located and quantified alarming rates of groundwater depletion worldwide. This depletion is primarily due to water withdrawals for irrigation, but its connection with the main driver of irrigation, global food consumption, has not yet been explored. The letter analyzes regional and crop-specific groundwater depletion data to identify areas of concern. »