Abstract:The factors which affecting agricultural carbon emissions in Nanjing from 2000 to 2015 were analyzed by STIRPAT model, and the agricultural carbon emissions in Nanjing from 2016 to 2025 were predicted by gray model GM (1, 1). The results show that agricultural carbon emissions are decreasing in the agricultural carbon emissions in Nanjing from 2000 to 2015, with an average annual growth rate of -3.07%. Rural population, wealth, technical level, the energy efficiency, the per capita disposable income of rural residents, the area of forestry, the urbanization rate each change 1% will increase 0.26%, 0.11%, 0.06%, 0.31%, -0.07%,-0.06% and -0.09% carbon emission from urban agricultural respectively. According to the GM (1,1) prediction model, it can be concluded that the agricultural carbon emission in Nanjing decreased year by year, from 57.96×104tons in 2016 to 45.41×104 tons in 2025. Therefore, in order to reduce agricultural carbon emissions and achieve low-carbon agriculture, Nanjing should adjust the structure of agricultural industry, implement green production mode, reduce agricultural energy consumption and increase policy support efforts.