China is a large agricultural country, the agricultural logistics play a decisive role in the national economic development. The cold chain logistics has become a key agricultural product logistics development for perishable objects. The agricultural product cold chain logistics has been an easily overlooked, so it develops slowly. This paper introduces concepts of agricultural products cold chain logistics and the domestic and international researches. Then discussing issues of Chinese agricultural cold chain logistics and puts forward the corresponding countermeasures. And analysing the case of Mengniu Dairy's cold chain logistics. Finally, this paper summarizes the developments in Chinese agricultural chain logistics, which needs to be strengthened in many aspects for suiting Chinese suitation.