[1] Anselin L, 1988. Spatial Econometrics: Methods and Models. Boston: Kluwer Academic Publishers.
[2] Baltas H, Sirin M, Gökbayrak E et al., 2020. A case study on pollution and a human health risk assessment of heavy metals in agricultural soils around Sinop province, Turkey. Chemosphere, 241: 125015. doi:  10.1016/j.chemosphere.2019.125015
[3] Barro R J, Sala-i-Martin X, 1992. Convergence. Journal of Political Economy, 100(2): 223–251. doi:  10.1086/261816
[4] Bernard A B, Jones C I, 1996. Comparing apples to oranges: productivity convergence and measurement across industries and countries. American Economic Review, 86(5): 1216–1238.
[5] Chen Minpeng, Chen Ji’ning, Lai Siwei, 2006. Inventory analysis and spatial distribution of Chinese agricultural and rural pollution. China Environmental Science, 26(6): 751–755. (in Chinese)
[6] Collins A L, Zhang Y S, Winter M et al., 2016. Tackling agricultural diffuse pollution: what might uptake of farmer-preferred measures deliver for emissions to water and air? Science of the Total Environment, 547: 269–281. doi:  10.1016/j.scitotenv.2015.12.130
[7] Gao Xinhao, Jiang Lihua, Li Xiaolin et al., 2010. Using equivalent standard pollution method to evaluate impacts of agricultural non-point pollution resources on water environment in Shandong province. Chinese Journal of Eco-Agriculture, 18(5): 1066–1070. (in Chinese). doi:  10.3724/SP.J.1011.2010.01066
[8] Ge Jihong, Zhou Shudong, 2011. Analysis of economic influence factors of agricultural non-point source pollution—based on Jiangsu province data from 1978 to 2009. Chinese Rural Economy, (5)72–81. (in Chinese)
[9] Herrerias M J, Cuadros A, Orts V, 2013. Energy intensity and investment ownership across Chinese provinces. Energy Economics, 36: 286–298. doi:  10.1016/j.eneco.2012.08.043
[10] He Baogen, Zhou Naiqi, Gao Jiang et al., 2001. Rainfall and runoff relationship in farmland non-point source pollution research-revision of SCS Law. Environmental Science Research, 14(3): 49–51. (in Chinese)
[11] He Xiurong, 2020. Modernization of national food security governance system and governance capacity. Chinese Rural Economy, (6)12–15. (in Chinese)
[12] Hu Yunun, Wang Yongdong, Li Tingxuan et al., 2015. Characteristics analysis of agricultural nonpoint source pollution on Tuojiang River Basin. Scientia Agricultura Sinica, 48(18): 3654–3665. (in Chinese)
[13] Lai Siyun, Du Pengfei, Chen Ji’ning, 2004. Evaluation of non-point source pollution based on unit analysis. Journal of Tsinghua University (Science and Technology), 44(9): 1184–1187. (in Chinese)
[14] Lesage J P, Pace R K, 2007. A matrix exponential spatial specification. Journal of Econometrics, 140(1): 190–214. doi:  10.1016/j.jeconom.2006.09.007
[15] Li J, Rodriguez D, Tang X Y, 2017a. Effects of land lease policy on changes in land use, mechanization and agricultural pollution. Land Use Policy, 64: 405–413. doi:  10.1016/j.landusepol.2017.03.008
[16] Li Wei, Tan Qingmei, Bai Junhong, 2010. Spatial econometric analysis of regional innovation production in china—an empirical study based on static and dynamic spatial panel models. Management World, (7)43–55. (in Chinese)
[17] Li Zhaoliang, Luo Xiaofeng, Zhang Zhao et al., 2017b. economic benefits of agricultural research investment, time and space characteristics and influencing factor—based on spatial econometric model and empirical research in China. Soft Science, 31(11): 11–15. (in Chinese)
[18] Liang Liutao, 2009. Study on the Temporal and Spatial Evolution of Rural Ecological Enviroment. Nanjing: Nanjing Agricultural University. (in Chinese)
[19] Liu R M, Zhang P P, Wang X J et al., 2013. Assessment of effects of best management practices on agricultural non-point source pollution in Xiangxi River watershed. Agricultural Water Management, 117: 9–18. doi:  10.1016/j.agwat.2012.10.018
[20] Lu H, Xie H L, 2018. Impact of changes in labor resources and transfers of land use rights on agricultural non-point source pollution in Jiangsu Province, China. Journal of Environmental Management, 207: 134–140. doi:  10.1016/j.jenvman.2017.11.033
[21] Lu Shaoyong, Zhang Ping, Pan Chengrong et al., 2017. Agricultural non-point source pollution discharge characteristic and its control measures of Dongtinghu Lake. China Environmental Science, 37(6): 2278–2286. (in Chinese)
[22] Ma Jing, 2013. Research on the Non-point Source Pollution Characteristics Analysis and Control and Management of Huaihe Basin. Beijing: Tsinghua University. (in Chinese)
[23] Ma X, Li Y, Zhang M et al., 2015. Assessment and analysis of non-point source nitrogen and phosphorus lords in the Three Gorges Reservoir Area of Hubei Province, China. Science of Total Environment, 34(9): 79–81. doi:  10.1016/j.scitotenv.2011.09.034
[24] National Bureau of Statistics (NBS), 2000–2019a. China Statistical Yearbook. Beijing: China Statistics Press. (in Chinese)
[25] National Bureau of Statistics (NBS), 2000–2019b. China Population and Employment Statistics Yearbook. Beijing: China Statistics Press. (in Chinese)
[26] National Bureau of Statistics (NBS), 2000–2019c. China Rural Statistical Yearbook. Beijing: China Statistics Press. (in Chinese)
[27] National Bureau of Statistics (NBS), Ministry of Ecology and Environment (MEE), 1998–2018. China Statistics Yearbook on Environment. Beijing: China Statistics Press. (in Chinese)
[28] Ongley E D, Zhang X L, Yu T, 2010. Current status of agricultural and rural non-point source pollution assessment in China. Environmental Pollution, 158(5): 1159–1168. doi:  10.1016/j.envpol.2009.10.047
[29] Pan Dan, Ying Ruiyao, 2013. Agricultural total factor productivity growth in China under the binding of resource and environment. Resources Science, 35(7): 1329–1338. (in Chinese)
[30] Pan Wenqing, 2010. The economic disparity between different regions of China and its reduction-an analysis from the geographical perspective. Social Sciences in China, (1)72–84. (in Chinese)
[31] Qiu Wenwen, Zhong Zhangbao, Yuan Chunhui et al., 2018. Spatial differences and dynamic evolution of agricultural non-point source pollution in China. Journal of China Agricultural University, 23(1): 152–163. (in Chinese)
[32] Rao Jing, Xu Xiangyu, Ji Xiaoting, 2011. Research on the current situation, mechanism and countermeasures of agricultural non-point source pollution in China. Issues in Agricultural Economy, 32(8): 81–87. (in Chinese)
[33] Shang X, Wang X Z, Zhang D L et al., 2012. An improved swat-based computational framework for identifying critical source areas for agricultural pollution at the Lake basin Scale. Ecological Modelling, 226: 1–10. doi:  10.1016/j.ecolmodel.2011.11.030
[34] Sidemo-Holm W, Smith H G, Brady M V, 2018. Improving agricultural pollution abatement through result-based payment schemes. Land Use Policy, 77: 209–219. doi:  10.1016/j.landusepol.2018.05.017
[35] Su Y, He S, Wang K et al., 2020. Quantifying the sustainability of three types of agricultural production in China: an emergy analysis with the integration of environmental pollution. Journal of Cleaner Production, 252: 119650. doi:  10.1016/j.jclepro.2019.119650
[36] Wang Hongyong, 2009. Taihu Wuxi Area Water Resources Protection and Water Pollution Prevention. Beijing: China Water Conservancy and Hydropower Press. (in Chinese)
[37] Wittman H, Chappell M J, Abson D J et al., 2017. A social-ecological perspective on harmonizing food security and biodiversity conservation. Regional Environmental Change, 17(5): 1291–1301. doi:  10.1007/s10113-016-1045-9
[38] Wu W Y, Liao R K, Hu Y Q et al., 2020. Quantitative assessment of groundwater pollution risk in reclaimed water irrigation areas of Northern China. Environmental Pollution, 261: 114173. doi:  10.1016/j.envpol.2020.114173
[39] Zhang Weili, Wu Shuxia, Yan Hongjie et al., 2004. Estimation of agricultural non-point source pollution in china and the alleviating strategies I. Estimation of agricultural non-point source pollution in China in early 21 century. Scientia Agricultura Sinica, 37(7): 1008–1017. (in Chinese)