Abstract:This paper selected list analysis method to calculate agricultural non-point source pollution in the southwest China, then putted it into total factor productivity analysis framework,finally applied the Malmquist-Luenberger productivity index and the neo-classical convergence model to empirical analyze southwest China agricultural total factor productivity growth and the evolution law.The experiential results show that:firstly,considering environmental regulations of the agricultural total factor productivity was significantly lower than traditional calculation results, reflected that southwest agricultural economy development presents extensive growth at the expense of ecological environment;secondly, under environmental regulations agricultural total factor productivity in Guangxi、Sichuan、Chongqing province are higher than Yunnan and Guizhou province,especially Guizhou agricultural development was typical "growth and environment" deterioration;lastly,agricultural total factor productivity in southwest area under environmental regulations exist σ-convergence and β-convergence, but σ-convergence is not stable. Based on the above conclusions, related policy implications are recommended in the paper.