In order to reduce carbon emission in agricultural production, this paper has discussed the development trend of low-carbon agriculture in terms of developing precision agriculture, improving the use efficiency of fertilizer, scientific use of pesticides, water-saving irrigation, ecological control of pests as well as energy conservation and emission reduction by agricultural machinery and other agricultural practices.