中国农业生态效率测度与驱动因素

陈菁泉; 信猛; 马晓君; 常百舒; 张紫嫣

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中国环境科学 ›› 2020, Vol. 40 ›› Issue (7) : 3216-3227.

环境影响评价与管理

中国农业生态效率测度与驱动因素

陈菁泉¹, 信猛², 马晓君², 常百舒², 张紫嫣²

作者信息 +

Chinese agricultural eco-efficiency measurement and driving factors

CHEN Jing-quan¹, XIN Meng², MA Xiao-jun², CHANG Bai-shu², ZHANG Zi-yan²

Author information +

文章历史 +

摘要

为适应我国进入高质量发展阶段，实现农业资源的高效率利用，本文以中国30个省、直辖市、自治区（不包括西藏、香港、澳门和台湾）的2003~2017年度面板数据，运用考虑生态非期望产出和期望产出两阶段网络EBM模型，构建资源环境投入—环境治理两阶段模型，测度各省（直辖市、自治区）的农业生态效率，并结合Malmquist指数进行动态分析.以测度的农业生态效率为被解释变量，在考虑农业劳动力素质的门限效应下对其驱动因素进行分析.结果显示：2007年以前中国各地区农业生态效率，呈西部到东部逐渐收敛趋势.2007年以后，呈东西部高，中部塌陷，东西部与中部地区发展失衡.农业劳动力素质存在门限效应，门限值为1012.62.当门限变量值≥1012.62时，农作物种植结构对农业生态效率的影响存在促进作用；反之，则有抑制作用.财政支农水平对提高农业生态效率有正向影响，农用机械投入强度、农业生态环境防护投资额对提高农业生态效率有负面影响.

Abstract

In order to adapt to the high-quality development stage of our country and realize the efficient use of agricultural resources, the 2003~2017 annual panel data from 30 provinces, municipalities and autonomous regions in China (excluding Tibet, Hong Kong, Macau and Taiwan), and a two-stage network EBM model that considered ecological undesired outputs and expected outputs were used to establish a two-stage model of resources and environment input and environment management which can measure agricultural ecological efficiency and combined with Malmquist index for dynamic analysis. Making the measured agro-ecological efficiency as the explained variable, the driving factors were analyzed by taking the threshold effect of the quality of the agricultural labor force into consideration. The results indicated that before 2007, the agricultural ecological efficiency in various regions of China showed a trend of gradually converging from the west to the east. After 2007, the eastern and western regions were high, while the central region collapsed, and the development between the east and west and central regions was unbalanced. There was a threshold effect on the quality of agricultural labor, and the threshold was 1012.62. When the threshold variable was more than or equal to 1012.62, the influence of crop planting structure on agricultural ecological efficiency was promoted; on the contrary, it has an inhibitory effect. The level of financial support for agriculture had a positive impact on improving agricultural ecological efficiency. The intensity of agricultural machinery investment and the amount of investment in agricultural ecological environment protection have a negative impact on improving agricultural ecological efficiency.

导出引用

陈菁泉, 信猛, 马晓君, 常百舒, 张紫嫣. 中国农业生态效率测度与驱动因素[J]. 中国环境科学. 2020, 40(7): 3216-3227

CHEN Jing-quan, XIN Meng, MA Xiao-jun, CHANG Bai-shu, ZHANG Zi-yan. Chinese agricultural eco-efficiency measurement and driving factors[J]. China Environmental Science. 2020, 40(7): 3216-3227

中图分类号： X171.3

参考文献

[1] 季铸.生态农业是农业可持续发展的重要途径[J]. 农村工作通讯, 2010,(21):46. Ji Z. Ecological agriculture is an important way for sustainable development of agriculture[J]. Rural Work Newsletter, 2010,(21):46.
[2] 聂弯,于法稳.农业生态效率研究进展分析[J]. 中国生态农业学报, 2017,25(9):1371-1380. Nie W, Yu F. Review of methodology and application of agricultural eco-efficiency[J]. Chinese Journal of Eco-Agriculture, 2017,25(9):1371-1380.
[3] 庞家幸.中国农业生态效率研究[D]. 兰州:兰州大学, 2016. Pang J. The research on agricultural eco-efficiency in China[D]. Lanzhou:Lanzhou University, 2016.
[4] 周震峰.关于开展农业生态效率研究的思考[J]. 农业科技管理, 2007,(6):9-11. Zhou Z. Considerations on Carrying out Researches of Agricultural Eco-efficiency[J]. management of agricultural science and technology, 2007,(6):9-11.
[5] 张杨,陈娟娟.农业生态效率的国际比较及中国的定位研究[J]. 中国软科学, 2019,(10):165-172. Zhang Y, Chen J. International Comparison of Agroecological Efficiency and China's Positioning Study[J]. China Soft Science, 2019,(10):165-172.
[6] 王一超,赵桂慎,彭澎,等.基于能值与生命周期评价耦合模型的农业系统生态效率评估——以北京市郊区为例[J]. 农业环境科学学报, 2018,37(6):1311-1320. Wang Y, Zhao G, Peng P, et al. Evaluation of agrosystem eco-efficiency using a coupling model of emergy analysis and life cycle assessment:A case study in the suburbs of Beijing City, China[J]. Journal of Agro-Environment Science, 2018,37(6):1311-1320.
[7] 侯孟阳,姚顺波.中国农村劳动力转移对农业生态效率影响的空间溢出效应与门槛特征[J]. 资源科学, 2018,40(12):2475-2486. Hou M, Yao S. Spatial spillover effects and threshold characteristics of rural labor transfer on agricultural eco-efficiency in China[J]. Resources Science, 2018,40(12):2475-2486.
[8] 吴小庆,徐阳春,陆根法.基于超效率DEA模型的农业生态效率评价——以盆栽水稻试验为例[J]. 生态经济, 2009,(3):30-33. Wu X Q, Xu Y C. The evaluation of agricultural eco-efficiency:A case of rice pot-experiment[J]. Ecological Economy, 2009,(3):30-33.
[9] 张子龙,鹿晨昱,陈兴鹏,等.陇东黄土高原农业生态效率的时空演变分析——以庆阳市为例[J]. 地理科学, 2014,34(4):472-478. Zhang Z, Lu C, Chen X, et al. Spatio-temporal Evolution of Agricultural Eco-efficiency in Loess Plateau of East Gansu Province:A Case Study of Qingyang City[J]. Scientia Geographica Sinica, 2014,34(4):472-478.
[10] 郑家喜,杨东.基于DEA-Malmquist分析法的农业生态效率测算研究——以长江中游四省份为例[J]. 湖北社会科学, 2016,(9):65-71. Zheng J, Yang D. Study on the calculation of agricultural ecological efficiency based on DEA Malmquist analysis:A case of four provinces in the middle reaches of the Yangtze River[J]. Hubei Social Sciences, 2016,(9):65-71.
[11] 柳艳超.基于SBM-undesirable模型的西安都市农业生态效率时空演变分析[J]. 上海农业学报, 2017,33(3):130-135. Liu Y. Analysis on spatiotemporal evolution of Xi' an urban agriculture's eco-efficiency based on SBM-undesirable model[J]. Acta Agriculturae Shanghai, 2017,33(3):130-135.
[12] 郑德凤,郝帅,孙才志.基于DEA-ESDA的农业生态效率评价及时空分异研究[J]. 地理科学, 2018,38(3):419-427. Zheng D, Hao S, Sun C. Evaluation of agricultural ecological efficiency and its spatial-temporal differentiation on based on DEA-ESDA[J]. Scientia Geographica Sinica, 2018,38(3):419-427.
[13] 侯孟阳,姚顺波.1978-2016年中国农业生态效率时空演变及趋势预测[J]. 地理学报, 2018,73(11):2168-2183. Hou M, Yao S. Spatial-temporal evolution and trend prediction of agricultural eco-efficiency in China:1978-2016[J]. Acta Geographica Sinica, 2018,73(11):2168-2183.
[14] 郑丽楠,洪名勇.中国农业生态效率的时空特征及驱动因素[J]. 江西财经大学学报, 2019,(5):46-56. Zheng L, Hong M. Spatial and temporal characteristics and driving factors of agricultural ecological efficiency in China[J]. Journal of Jiangxi University of Finance and Economics, 2019,(5):46-56.
[15] 王宝义,张卫国.中国农业生态效率测度及时空差异研究[J]. 中国人口·资源与环境, 2016,26(6):11-19. Wang B, Zhang W. A research of agricultural eco-efficiency measure in China and space-time differences[J]. China Population,Resources and Environment, 2016,26(6):11-19.
[16] 冯亚娟,祁乔,韩家彬.中国农业生态效率的时空演变及驱动因素[J]. 水土保持通报, 2018,38(6):254-262. Feng Y, Qi Q, Han J. Spatiotemporal evolution and driving factors of agricultural eco-efficiency in China[J]. Bulletin of Soil and Water Conservation, 2018,38(6):254-262.
[17] 洪开荣,陈诚,丰超,等.农业生态效率的时空差异及影响因素[J]. 华南农业大学学报(社会科学版), 2016,15(2):31-41. Hong K, Chen C, Feng C, et al. The spatial temporal differences of agricultural eco-efficiency and its influential factors[J]. Journal of South China Agricultural University(Social Science Edition), 2016, 15(2):31-41.
[18] 黄娟,刘玥.三峡库区农业生态效率测度及其影响因素分析[J]. 统计与决策, 2018,34(7):123-127. Huang J, Liu Y. Measurement of agricultural ecological efficiency and analysis of its influencing factors in the Three Gorges Reservoir Area[J]. Statistics & Decision, 2018,34(7):123-127.
[19] 曹俊文,曾康.低碳视角下长江经济带农业生态效率及影响因素研究[J]. 生态经济, 2019,35(8):115-119,127. Cao J, Zeng K. Study on agricultural eco-efficiency and its influencing factors in the Yangtze River Economic Belt from the perspective of low carbon[J]. Ecological Economy, 2019,35(8):115-119,127.
[20] 贾瑞媛,曾良恩.中国区域文化制造业效率及其影响因素[J]. 地方财政研究, 2019,(11):99-105. Jia R, Zeng L. The efficiency of China's regional cultural manufacturing industry and its influencing factors[J]. Sub National Fiscal Research, 2019,(11):99-105.
[21] 方正起,张宝承,秦杰.创新价值链视角下我国上市军工企业技术创新效率评价研究[J]. 经济与管理评论, 2019,35(6):37-48. Fang Z, Zhang B, Qin J. Evaluation of technological innovation efficiency of listed military enterprises in China from the perspective of innovation value chain[J]. Review of Economy and Management, 2019,35(6):37-48.
[22] Tone K, Tsutsui M. An epsilon-based measure of efficiency in DEA:A third pole of technical efficiency[J]. EuropeanJournal of Operational Research, 2010,207(3):1554-1563.
[23] Tavana M, Mirzagoltabar H, Mirhedayatlan S M, et al. A new network epsilon-based DEA model for sup-ply chain performance evaluation[J]. Computers & Industrial Engineering, 2013,66(2):501-513.
[24] 韩洁平,程序,闫晶,等.基于网络超效率EBM模型的城市工业生态绿色发展测度研究——以三区十群47个重点城市为例[J]. 科技管理研究, 2019,39(5):228-236. Han J, Cheng X, Yan J, et al. Study on the measurement of urban eco-industrial green development based on network super-efficiency EBM Model:Taking 47 key Cities in three regions and ten groups as an example[J]. Science and Technology Management Research, 2019,39(5):228-236.
[25] Hansen B. Threshold effects in non-dynamic panels:Estimation, testing and inference[J]. Journal of Econometrics, 1999,93(2):345-368.
[26] 胡聃,许开鹏,杨建新,等.经济发展对环境质量的影响——环境库兹涅茨曲线国内外研究进展[J]. 生态学报, 2004,24(6):1259-1266. Hu D, Xu K, Yang J, et al. Economic in development and environmental quality progress on the Environmental Kuznets Curve[J]. Acta Ecologica Sinica, 2004,24(6):1259-1266.
[27] 侯孟阳,姚顺波.空间视角下中国农业生态效率的收敛性与分异特征[J]. 中国人口·资源与环境, 2019,29(4):116-126. Hou M, Yao S. Convergence and differentiation characteristics on agro-ecological efficiency in China from a spatial perspective[J]. China Population, Resources and Environment, 2019,29(4):116-126.
[28] 方琳,吴凤平,王新华,等.基于共同前沿SBM模型的农业用水效率测度及改善潜力[J]. 长江流域资源与环境, 2018,27(10):2293-2304. Fang L, Wu F, Wang X, et al. Analysis of agricultural water efficiency measurement and improvement potential based on meta frontier SBM Model[J]. Resources and Environment in the Yangtze Basin, 2018, 27(10):2293-2304.
[29] Hansen B. Sample Splitting and Threshold Estimation[J]. Econometric Society, 2000,68(3):575-603.
[30] 侯孟阳,姚顺波.异质性条件下化肥面源污染排放的EKC再检验——基于面板门槛模型的分组[J]. 农业技术经济, 2019,(4):104-118. Hou M, Yao S. Convergence and differentiation characteristics on agro-ecological efficiency in China from a spatial perspective[J]. Journal of Agrotechnical Economics, 2019,(4):104-118.
[31] 邓卫平.财政支农促进农业现代化的机理及实证研究[D]. 长沙:湖南大学, 2016. Deng W. An empirical study on the mechanism of financial support for agriculture to promote agricultural modernization[D]. Changsha:Hunan University, 2016.
[32] 成金华,孙琼,郭明晶,等.中国生态效率的区域差异及动态演化研究[J]. 中国人口·资源与环境, 2014,24(1):47-54. Cheng J, Sun Q, Guo M, et al. Research on Regional Disparity and Dynamic Evolution of Eco-efficiency in China[J]. China Population, Resources and Environment, 2014,24(1):47-54.
[33] 胡文海.崛起背景下的中部地区农业发展研究[J]. 农业经济问题, 2007,(9):39-43. Hu W. Research on the development of agriculture in the central region under the background of rising[J]. Issues in Agricultural Economy, 2007,(9):39-43.
[34] 王立平.中西部地区承接产业转移的环境规制研究[D]. 天津:天津财经大学, 2015. Wang L. Research on environmental regulation of Midwest undertaking industrial transfer[D]. Tianjin:Tianjin University of Finance and Economics, 2015.
[35] 成刚.数据包络分析方法与MaxDEA软件[Z]. 北京:知识产权出版社, 2014. Cheng G. Data Envelopment Analysis:Methods and MaxDEA Software[Z]. Beijing:Intellectual Property Publishing House, 2014.
[36] 许朗,罗东玲,刘爱军.中国粮食主产省(区)农业生态效率评价与比较——基于DEA和Malmquist指数方法[J]. 湖南农业大学学报(社会科学版), 2014,15(4):76-82. Xu L, Luo D, Liu A. Evaluation and comparison of agricultural eco-efficiency in major grain-producing areas:Based on DEA method and Malmquist index method[J]. Journal of Hunan Agricultural University(Social Sciences), 2014,15(4):76-82.
[37] 李焕彰,钱忠好.财政支农政策与中国农业增长:因果与结构分析[J]. 中国农村经济, 2004,(8):38-43. Li H, Qian Z. Fiscal support for agriculture policy and China's agricultural growth:causal and structural analysis[J]. Chinese Rural Economy, 2004,(8):38-43.