The spatial interpolation dataset of annual average temperature and annual precipitation in China since 1980 has been generated through the collation, calculation, and spatial interpolation of daily observational data from over 2,400 meteorological stations nationwide. The units are 0.1°C for annual average temperature and 0.1 mm for annual precipitation.