• Human water consumption data was derived from a previous study (Huang et al., 2018). It provides a global monthly gridded (0.5°) sectoral water use dataset from 1971-2010. To match with other data, we referred to the spatial pattern of water use in that study and combined it with the Water Resources Bulletin to extend human water use data to 2018.