Global distribution of aerosol direct radiative forcing (DRF) is estimated using Clouds and Earth's Radiant Energy System (CERES) synoptic (SYN) 1 datasets. During 2001-2017, a statistically significant change of global DRFs is revealed with a general decreasing trend (i.e., a reduced cooling effect) at the top of the atmosphere (DRF TOA~0 .017 WÁm −2 Áyear −1) and at the surface (DRF SFC~0 .033 WÁm −2 Áyear −1) with rapid change over the land compared to the global ocean. South Asia and Africa/Middle East regions depict significant increasing trend of atmospheric warming by 0.025 and 0.002 WÁm −2 Áyear −1 whereas, the rest of the regions show a decline. These regional variations significantly modulate the global mean DRF (−5.36 ± 0.04 WÁm −2 at the TOA and − 9.64 ± 0.07 WÁm −2 at the surface during the study period). The observed DRF trends are coincident with the change in the underlying aerosol properties, for example, aerosol optical depth, Ångström exponent and partly due to the increasing columnar burden of SO 2 over some of the regions. This indicates that increasing industrialization and urbanization have caused prominent change in the DRF during recent decades.