High resolution of black carbon and organic carbon emissions in the Pearl River Delta region, China

► BC and OC emissions are mainly from mobile sources and residential combustion. ► Primary OC/BC ratios show strong associations with economic development levels. ► Gridded BC and OC emissions are developed and ready for air quality model use. ► Higher uncertainties in OC and BC emission estimates than in other primary pollutants.