From the perspective of new economic geography,the paper puts the agglomeration externalities into the framework of spatial convergence of carbon productivity. The results indicate that: carbon productivity between neighboring regions has characteristics of viscosity and clustering. Whether in the long term or in the short term,carbon productivity presents the effect of βconditional convergence and‘club'spatial convergence. The eastern provinces benefit from the positive externalities of neighboring provinc...