中国农村三产融合与农业绿色发展耦合协调格局演变及驱动机制研究

李兆广; 胡凯; 杨扬; 陈转青

doi:10.13959/j.issn.1003-2398.2026.05.011

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人文地理 ›› 2026, Vol. 41 ›› Issue (5) : 115-127,162. DOI: 10.13959/j.issn.1003-2398.2026.05.011

乡村

中国农村三产融合与农业绿色发展耦合协调格局演变及驱动机制研究

李兆广¹, 胡凯^1,2, 杨扬³, 陈转青⁴

作者信息 +

EVOLUTION OF COUPLING COORDINATION PATTERNS AND DRIVING MECHANISMS BETWEEN RURAL INDUSTRIAL CONVERGENCE AND AGRICULTURAL GREEN DEVELOPMENT IN CHINA

LI Zhao-guang¹, HU Kai^1,2, YANG Yang³, CHEN Zhuan-qing⁴

Author information +

文章历史 +

摘要

在推进“产业兴农”与“绿色兴农”进程中，解析农村三产融合与农业绿色发展的耦合协调关系是推进农业产业体系升级的重要议题。本文基于2013—2022年中国270个城市的面板数据，刻画农村三产融合与农业绿色发展的现状进程及时空分异特征，并对两者耦合协调度及其溢出效应与驱动因素进行分析。结果表明：①农村三产融合和农业绿色发展均呈现上升趋势，前者呈现“东高西低”的空间格局，后者由低水平均衡向多中心的非均衡格局演变。②耦合协调度实现从“失调”到“协调”的跨越。空间分布上呈现“北部优于南部、沿海优于内陆”的非均衡特征。③城镇化水平、农民富裕水平、金融普惠水平、教育发展水平对耦合协调度影响最为显著，且各因子的交互作用具有非线性增强特征。因此，需针对区域耦合协调类型差异，结合驱动因素的交互特征，分区制定产业融合与绿色农业政策。

Abstract

To promote agricultural industrial upgrading, this paper utilizes the panel data of 270 China cities from 2013 to 2022 to examine the spatiotemporal evolution of rural industrial convergence and agricultural green development, as well as their coupling coordination and driving mechanisms. The results show that: 1) Both systems exhibit upward trends, with integration showing an "east-high, west-low" pattern and green development evolving toward a multi-center structure. 2) The coupling coordination degree has shifted from imbalance to coordination, displaying a spatial characteristic of "northern and coastal regions outperforming southern and inland areas." 3) Urbanization, farmers' wealth, financial inclusion, and education development exert the most significant impacts, with their interactions demonstrating non-linear enhancement. These findings highlight the need for tailored policies based on regional coordination types and factor interactions.

导出引用

李兆广, 胡凯, 杨扬, 陈转青. 中国农村三产融合与农业绿色发展耦合协调格局演变及驱动机制研究[J]. 人文地理. 2026, 41(5): 115-127,162 https://doi.org/10.13959/j.issn.1003-2398.2026.05.011

LI Zhao-guang, HU Kai, YANG Yang, CHEN Zhuan-qing. EVOLUTION OF COUPLING COORDINATION PATTERNS AND DRIVING MECHANISMS BETWEEN RURAL INDUSTRIAL CONVERGENCE AND AGRICULTURAL GREEN DEVELOPMENT IN CHINA[J]. HUMAN GEOGRAPHY. 2026, 41(5): 115-127,162 https://doi.org/10.13959/j.issn.1003-2398.2026.05.011

中图分类号： F329.9

参考文献

[1] 李周.中国农业绿色发展:创新与演化[J]. 中国农村经济, 2023, 38 (2):2-16.[Li Zhou. The green development of agriculture in China: Innovation and evolution[J]. Chinese Rural Economy, 2023, 38(2):2- 16.]
[2] 仇焕广, 黄青.农业绿色转型与高质量协调发展的理论逻辑与实践 [J]. 农业经济问题, 2025, 46(2):15-23.[Qiu Huanguang, Huang Qing. The green transformation of agriculture and high-quality development: Theoretical logic and practice[J]. Issues in Agricultural Economy, 2025, 46(2):15-23.]
[3] 田彩红, 李琳, 廖斌.农村一二三产业融合能否促进农业绿色发展？ ——以长江经济带579个县域为例[J]. 自然资源学报, 2024, 39(3): 601-619.[Tian Caihong, Li Lin, Liao Bin. Can integration of rural primary, secondary and tertiary industries promote agricultural green development? A case study of 579 counties in China's Yangtze River economic belt[J]. Journal of Natural Resources, 2024, 39(3): 601-619.]
[4] 朱竑, 陈晓亮, 尹铎.从“绿水青山”到“金山银山”:欠发达地区乡村生态产品价值实现的阶段、路径与制度研究[J]. 管理世界, 2023, 39(8): 74-91.[Zhu Hong, Chen Xiaoliang, Yin Duo. Transforming "Green Water and Green Mountains" into "Golden Mountains and Silver Mountains": Research on the stage, path and system of the value realization of rural ecological products in underdeveloped areas[J]. Journal of Management World, 2023, 39(8):74-91.]
[5] 田云, 廖华.两阶段视角下中国农业绿色发展效率测度、演进特征及空间溢出效应[J]. 中国人口·资源与环境, 2024, 34(10):160-172. [Tian Yun, Liao Hua. Efficiency measurement, evolution characteristics and spatial spillover effects of agriculture green development in China from a two-stage perspective[J]. China Population, Resources and Environment, 2024, 34(10):160-172.]
[6] 赵雯歆, 罗小锋, 唐林.劳动力转移对农户粮食绿色生产效率的影响——兼论技术推广的作用[J]. 资源科学, 2023, 45(7):1440-1454. [Zhao Wenxin, Luo Xiaofeng, Tang Lin. The influence of labor transfer on farmers' green grain production efficiency: Also discussing the role of technology extension[J]. Resources Science, 2023, 45(7):1440-1454.]
[7] 王磊, 马金铭.数字普惠金融影响农业绿色发展的机制与效应[J]. 华南农业大学学报(社会科学版), 2023, 22(6):14-27.[Wang Lei, Ma Jinming. Mechanism and effect of digital financial inclusion affecting green development of agriculture[J]. Journal of South China Agricultural University(Social Science Edition), 2023, 22(6):14-27.]
[8] 盖美, 杨苘菲, 何亚宁.东北粮食主产区农业绿色发展水平时空演化及其影响因素[J]. 资源科学, 2022, 44(5):927-942.[Gai Mei, Yang Qingfei, He Yaning, et al. Spatiotemporal changes and influencing factors of agricultural green development level in main grainproducing areas in Northeast China[J]. Resources Science, 2022, 44(5):927-942.]
[9] 姜松, 周洁, 邱爽.适度规模经营是否能抑制农业面源污染——基于动态门槛面板模型的实证[J]. 农业技术经济, 2021, 39(7):33-48. [Jiang Song, Zhou Jie, Qiu Shuang. Can appropriate scale operation restrain agricultural non-point source pollution?: Empirical study based on dynamic threshold panel model[J]. Journal of Agrotechnical Economics, 2021, 39(7):33-48.]
[10]陈转青.政策导向、市场导向对农户绿色生产的影响——基于河南 865 个农户的实证分析[J]. 管理学刊, 2021, 34(5):109-125.[Chen Zhuanqing. The influence of policy-orientation and market-orientation on farmers' green production: Based on the empirical analysis of 865 farmers in Henan[J]. Journal of Management, 2021, 34(5):109-125.]
[11]罗明忠, 魏滨辉. 农村产业融合的环境效应分析[J]. 农村经济, 2022, 39(12):57-66.[Luo Mingzhong, Wei Binhui. The analysis of the environmental effects of rural industrial integration[J]. Rural Economy, 2022, 39(12):57-66.]
[12]李琳, 田彩红.农村一二三产业融合促进了县域共同富裕吗—— 来自长江经济带579个县域的证据[J]. 农业技术经济, 2024, 42(4): 59-75.[Li Lin, Tian Caihong. Can the integration of rural primary, secondary and tertiary industries promote the common prosperity of county?: Evidence from 579 counties in the Yangtze River economic belt[J]. Journal of Agrotechnical Economics, 2024, 42(4):59- 75.]
[13]葛继红, 王猛, 汤颖梅. 农村三产融合、城乡居民消费与收入差距 ——效率与公平能否兼得？[J]. 中国农村经济, 2022, 37(3):50-66. [Ge Jihong, Wang Meng, Tang Yingmei. Rural industrial integration, consumption of urban and rural residents and urban-rural income gap: Can both efficiency and fairness be achieved?[J]. Chinese Rural Economy, 2022, 37(3):50-66.]
[14]曾龙, 陈淑云, 付振奇.土地规模化经营对农村产业融合发展的影响及作用机制[J]. 资源科学, 2022, 44(8):1560-1576.[Zeng Long, Chen Shuyun, Fu Zhenqi. Impact of large-scale land management on rural industrial integrated development and mechanism[J]. Resources Science, 2022, 44(8):1560-1576.]
[15]张林, 温涛.数字普惠金融如何影响农村产业融合发展[J]. 中国农村经济, 2022, 37(7):59-80.[Zhang Lin, Wen Tao. How does digital inclusive finance affect the integrated development of rural industries?[J]. Chinese Rural Economy, 2022, 37(7):59-80.]
[16]黄祖辉, 宋文豪, 成威松, 等.休闲农业与乡村旅游发展促进农民增收了吗？——来自准自然实验的证据[J]. 经济地理, 2022, 42(5): 213-222.[Huang Zuhui, Song Wenhao, Cheng Weisong, et al. Has the development of leisure agriculture and rural tourism promoted the increase of farmers' income?: An evidence from quasi-natural experiment[J]. Economic Geography, 2022, 42(5):213-222.]
[17]刘硕明, 樊琴琴, 贾伟.产业融合促进中国农业经济增长的机理阐释和路径探讨[J]. 农业经济问题, 2024, 45(11):104-112.[Liu Shuoming, Fan Qinqin, Jia Wei. The mechanism explanation and path of industrial integration promoting agricultural economic growth in China[J]. Issues in Agricultural Economy, 2024, 45(11):104-112.]
[18]王晶晶, 周发明, 刘忠秀.农旅融合对农业绿色全要素生产率的影响——基于动态空间杜宾模型与门槛效应的检验[J]. 经济地理, 2025, 45(6):161-172.[Wang Jingjing, Zhou Faming, Liu Zhongxiu. Effects of the integration of agriculture and tourism on the green total factor productivity of agriculture: Based on dynamic spatial durbin model and threshold effect test[J]. Economic Geography, 2025, 45(6):161-172.]
[19]程莉, 严月岑, 田泽升.农村产业融合对生态环境的多维影响效应研究——以长江经济带为例[J]. 农业经济与管理, 2024, 14(4):105- 120.[Cheng Li, Yan Yuecen, Tian Zesheng. Study on the multidimensional impact of rural industrial integration on ecological environment: Taking the Yangtze River economic belt as an example [J]. Agricultural Economics and Management, 2024, 14(4):105-120.]
[20]卢奕亨, 尹忞昊, 田云, 等.农村产业融合对农业碳排放的非线性影响机制[J]. 华东经济管理, 2025, 39(2):48-59.[Lu Yiheng, Yin Minhao, Tian Yun. Nonlinear impact mechanism of rural industrial integration on agricultural carbon emissions[J]. East China Economic Management, 2025, 39(2):48-59.]
[21]谢花林, 欧阳振益.生态产品价值实现的机制与模式:基于社会生态系统框架分析[J]. 中国人口·资源与环境, 2025, 35(1):170-179. [Xie Hualin, Ouyang Zhenyi. Mechanisms and modes of ecological product value realization: An analysis based on social-ecological system framework[J]. China Population, Resources and Environment, 2025, 35(1):170-179.]
[22]陈东景, 赵异凡.异质性生态产品价值实现的政策工具优化及其路径[J]. 中国人口·资源与环境, 2022, 32(11): 208-218.[Chen Dongjing, Zhao Yifan. Optimization of policy instruments for value realization of heterogeneous ecological products and their paths[J]. China Population, Resources and Environment, 2022, 32(11): 208- 218.]
[23]黄曼, 庄晋财.合作联社、产业跃迁与乡村共同富裕——江苏省丁庄村的案例[J]. 南京农业大学学报(社会科学版), 2022, 22(6):47- 57.[Huang Man, Zhuang Jincai. Cooperative association, industrial transition and rural common prosperity: The case of Dingzhuang village in Jiangsu province[J]. Journal of Nanjing Agricultural University(Social Sciences Edition), 2022, 22(6):47-57.]
[24]袁晓辉, 孙伟轩.数字经济影响农村产业融合的机理研究——基于中国省域面板数据的实证研究[J]. 管理学刊, 2024, 37(3):143- 158.[Yuan Xiaohui, Sun Weixuan. Research on the mechanism of the impact of digital economy on rural industry integration: An empirical study based on China's provincial panel data[J]. Journal of Management, 2024, 37(3):143-158.]
[25]李兆广, 陈转青, 史勤颖.数字乡村建设与农业绿色发展耦合协调关系测度与驱动因素研究——以河南省为例[J]. 西南农业学报, 2024, 37(11):2547-2560.[Li Zhaoguang, Chen Zhuanqing, Shi Qinying. Measurement and driving factors of coupling coordination relationship between digital village construction and agricultural green development: A case study of Henan province[J]. Southwest China Journal of Agricultural Sciences, 2024, 37(11):2547-2560.]
[26]Burney J, Ramanathan V. Recent climate and air pollution impacts on Indian agriculture[J]. Proceedings of the National Academy of Sciences, 2014, 111(46): 16319-16324. https://doi.org/10.1073/pna s.1317275111.
[27]Liu R N, Xie X J, Hou Q X, et al. Spatial distribution, sources, and human health risk assessment of elevated nitrate levels in groundwater of an agriculture-dominant coastal area in Hainan island, China[J]. Journal of Hydrology, 2024, 634:131088. https://doi.org/10.1016/j.jhydrol.2024.131088.
[28]王瑶, 郭广珍. “双碳”目标下我国农业绿色发展水平测度及其对绿色 GDP 的影响——基于地级市面板数据的经验证据[J]. 贵州社会科学, 2024, 46(5):161-168.[Wang Yao, Guo Guangzhen. The measurement of China's agricultural green development level and its impact on green GDP under the goal of "double carbon": Empirical evidence based on panel data of prefecture-level cities[J]. Guizhou Social Sciences, 2024, 46(5):161-168.]
[29]Uzamurera A G, Wang P Y, Zhao Z Y, et al. Thickness-dependent release of microplastics and phthalic acid esters from polythene and biodegradable residual films in agricultural soils and its related productivity effects[J]. Journal of Hazardous Materials, 2023, 448: 130897. https://doi.org/10.1016/j.jhazmat.2023.130897.
[30]刘齐, 乔家君, 李孟娟, 等.黄河流域绿色金融与乡村发展水平空间交互及其耦合协调分析[J]. 人文地理, 2025, 40(3):88-101.[Liu Qi, Qiao Jiajun, Li Mengjuan, et al. Spatial interaction and coupling coordination analysis of green finance and rural revitalization in the Yellow River Basin[J]. Human Geography, 2025, 40(3):88-101.]
[31]赵静, 郭佩云, 汪辉.黄河流域文化产业—旅游产业—生态环境耦合协调研究[J]. 人文地理, 2024, 39(5):184-192.[Zhao Jing, Guo Peiyun, Wang Hui. Research on coupling coordination of the cultural industry, the tourism industry, and the ecological environment in the Yellow River Basin[J]. Human Geography, 2024, 39(5):184- 192.]
[32]高原, 乔赛, 曲博婷.中国城市旅游休闲街区空间格局及影响因素 [J]. 人文地理, 2025, 40(3):146-155.[Gao Yuan, Qiao Sai, Qu Boting. The spatial pattern and influencing factors of urban tourism leisure street blocks in China[J]. Human Geography, 2025, 40(3):146- 155.]
[33]王劲峰, 徐成东. 地理探测器:原理与展望[J]. 地理学报, 2017, 72 (1):116-134.[Wang Jinfeng, Xu Chengdong. Geodetector: Principle and prospective[J]. Acta Geographica Sinica, 2017, 72(1):116-134.]
[34]郭益蓓, 张坤鹏. 交通基础设施投资能够促进农村产业融合吗? ——来自中国土地市场的证据[J]. 产经评论, 2024, 15(3):36-50. [Guo Yibei, Zhang Kunpeng. Does transport infrastructure investment promote rural industrial integration? Evidence from China land market[J]. Industrial Economic Review, 2024, 15(3):36-50.]
[35]井钦磊, 林琛, 章文光.新型城镇化建设促进城乡产业融合发展了吗？——基于新型城镇化综合试点的准自然实验[J]. 改革, 2025, 40(2):132-146.[Jing Qinlei, Lin Chen, Zhang Wenguang. Has newtype urbanization construction promoted urban-rural industrial integration development? A quasi-natural experiment based on the comprehensive pilot policy of new-type urbanization[J]. Reform, 2025, 40(2):132-146.]
[36]申云, 李京蓉.数字普惠金融助力乡村产业融合发展的共富效应及空间分异[J]. 华南农业大学学报(社会科学版), 2023, 22(4):82- 95.[Shen Yun, Li Jingrong. Co-prosperity effect and spatial differentiation of digital inclusive finance on integrated development of rural industries[J]. Journal of South China Agricultural University (Social Science Edition), 2023, 22(4):82-95.]