IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v12y2020i21p9259-d441447.html
   My bibliography  Save this article

Measurement of the Spatial Complexity and Its Influencing Factors of Agricultural Green Development in China

Author

Listed:
  • Hongpeng Guo

    (Department of Agricultural and Forestry Economic Management, College of Biological and Agricultural Engineering, Jilin University, 5988 Renmin Street, Changchun 130022, China)

  • Shuang Xu

    (Department of Agricultural and Forestry Economic Management, College of Biological and Agricultural Engineering, Jilin University, 5988 Renmin Street, Changchun 130022, China)

  • Chulin Pan

    (Department of Agricultural and Forestry Economic Management, College of Biological and Agricultural Engineering, Jilin University, 5988 Renmin Street, Changchun 130022, China)

Abstract

The article focuses on the spatial complexity of agricultural green development (AGD) in different regions. The article first constructs an evaluation index system for the level of AGD from four dimensions: Social development, economic benefits, resource input, and ecological environment. Then, the article uses an improved entropy weight method to evaluate the level of AGD with panel data of 31 provinces in China from 2007 to 2018. Finally, on the basis of Moran Index and the Spatial Durbin Model, the article analyzes the spatial heterogeneity of the factors that affect the green development of agriculture in China. The results show that: (1) From 2007 to 2018, the overall level of AGD shows a fluctuating upward trend in China, and there are differences among provinces. The level of AGD in the three major regions presents the characteristics of Eastern > Central > Western; (2) China’s provincial AGD level has an obvious positive autocorrelation in spatial distribution, showing significant spatial agglomeration characteristics in space; (3) the four factors of urbanization level, agricultural mechanization level, scientific and technological R&D investment, and arable area, have different effects on the level of AGD in three major regions. This study provides a reference for understanding the status of China’s agricultural green development level and policy recommendations on how to improve the level of agricultural green development. The results imply that some effective policy measures, such as prompting the integrated development of the three major industries and optimizing the industrial structure, should be taken to coordinate “green” with “development” from national and regional perspectives.

Suggested Citation

  • Hongpeng Guo & Shuang Xu & Chulin Pan, 2020. "Measurement of the Spatial Complexity and Its Influencing Factors of Agricultural Green Development in China," Sustainability, MDPI, vol. 12(21), pages 1-18, November.
    • Handle: RePEc:gam:jsusta:v:12:y:2020:i:21:p:9259-:d:441447
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/12/21/9259/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/12/21/9259/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. van Calker, K.J. & Berentsen, P.B.M. & Romero, C. & Giesen, G.W.J. & Huirne, R.B.M., 2006. "Development and application of a multi-attribute sustainability function for Dutch dairy farming systems," Ecological Economics, Elsevier, vol. 57(4), pages 640-658, June.
    2. Xuejun Liu & Ying Zhang & Wenxuan Han & Aohan Tang & Jianlin Shen & Zhenling Cui & Peter Vitousek & Jan Willem Erisman & Keith Goulding & Peter Christie & Andreas Fangmeier & Fusuo Zhang, 2013. "Enhanced nitrogen deposition over China," Nature, Nature, vol. 494(7438), pages 459-462, February.
    3. Jialing Yu & Jian Wu, 2018. "The Sustainability of Agricultural Development in China: The Agriculture–Environment Nexus," Sustainability, MDPI, vol. 10(6), pages 1-17, May.
    4. Rigby, D. & Caceres, D., 2001. "Organic farming and the sustainability of agricultural systems," Agricultural Systems, Elsevier, vol. 68(1), pages 21-40, April.
    5. Shichun Xu & Yiwen Li & Yuan Tao & Yan Wang & Yunfan Li, 2020. "Regional Differences in the Spatial Characteristics and Dynamic Convergence of Environmental Efficiency in China," Sustainability, MDPI, vol. 12(18), pages 1-21, September.
    6. Kanter, David R. & Musumba, Mark & Wood, Sylvia L.R. & Palm, Cheryl & Antle, John & Balvanera, Patricia & Dale, Virginia H. & Havlik, Petr & Kline, Keith L. & Scholes, R.J. & Thornton, Philip & Titton, 2018. "Evaluating agricultural trade-offs in the age of sustainable development," Agricultural Systems, Elsevier, vol. 163(C), pages 73-88.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hongpeng Guo & Jia Chen & Chulin Pan, 2021. "Assessment on Agricultural Drought Vulnerability and Spatial Heterogeneity Study in China," IJERPH, MDPI, vol. 18(9), pages 1-17, April.
    2. He Liu & Xueming Li, 2022. "Understanding the Driving Factors for Urban Human Settlement Vitality at Street Level: A Case Study of Dalian, China," Land, MDPI, vol. 11(5), pages 1-20, April.
    3. Dan Qiao & Shuting Xu & Tao Xu & Qinchuan Hao & Zhen Zhong, 2022. "Gap between Willingness and Behaviors: Understanding the Consistency of Farmers’ Green Production in Hainan, China," IJERPH, MDPI, vol. 19(18), pages 1-18, September.
    4. Bin Liu & Chan Lu & Chun Yi, 2023. "Research on Green and Low-Carbon Rural Development in China: A Scientometric Analysis Using CiteSpace (1979–2021)," Sustainability, MDPI, vol. 15(3), pages 1-16, January.
    5. Pei Xu & Zehu Jin & Huan Tang, 2022. "Influence Paths and Spillover Effects of Agricultural Agglomeration on Agricultural Green Development," Sustainability, MDPI, vol. 14(10), pages 1-16, May.
    6. Bin Wang & Ao Sun & Qiuxia Zheng & Dianting Wu, 2021. "Spatio-Temporal Characteristics of Green Development Cooperation Network among Belt and Road Initiative Regions and Countries," Sustainability, MDPI, vol. 13(20), pages 1-30, October.
    7. Hongyun Tan & Xiaolie Qi, 2023. "Synergistic Interconstruction of the Green Development Concept in Chinese Rural Ecological Agriculture," Sustainability, MDPI, vol. 15(5), pages 1-17, February.
    8. Feng Zhou & Chunhui Wen, 2023. "Research on the Level of Agricultural Green Development, Regional Disparities, and Dynamic Distribution Evolution in China from the Perspective of Sustainable Development," Agriculture, MDPI, vol. 13(7), pages 1-47, July.
    9. Zixin Dou & Yanming Sun & Tao Wang & Huiyin Wan & Shiqi Fan, 2021. "Exploring Regional Advanced Manufacturing and Its Driving Factors: A Case Study of the Guangdong–Hong Kong–Macao Greater Bay Area," IJERPH, MDPI, vol. 18(11), pages 1-14, May.
    10. Shu Yu & Yongtong Mu, 2022. "Sustainable Agricultural Development Assessment: A Comprehensive Review and Bibliometric Analysis," Sustainability, MDPI, vol. 14(19), pages 1-18, September.
    11. Guoqun Ma & Minjuan Li & Yuxi Luo & Tuanbiao Jiang, 2023. "Agri-Ecological Policy, Human Capital and Agricultural Green Technology Progress," Agriculture, MDPI, vol. 13(5), pages 1-14, April.
    12. Zixin Dou & BeiBei Wu & Yanming Sun & Tao Wang, 2021. "The Competitiveness of Manufacturing and Its Driving Factors: A Case Study of G20 Participating Countries," Sustainability, MDPI, vol. 13(3), pages 1-17, January.
    13. Litao Feng & Zhuo Li & Zhihui Zhao, 2021. "Extreme Climate Shocks and Green Agricultural Development: Evidence from the 2008 Snow Disaster in China," IJERPH, MDPI, vol. 18(22), pages 1-22, November.
    14. Hua Guo & Fan Gu & Yanling Peng & Xin Deng & Lili Guo, 2022. "Does Digital Inclusive Finance Effectively Promote Agricultural Green Development?—A Case Study of China," IJERPH, MDPI, vol. 19(12), pages 1-17, June.
    15. Hongpeng Guo & Xin Yi & Chulin Pan & Baiming Yang & Yin Li, 2021. "Analysis on the Temporal and Spatial Features of the Coupling and Coordination of Industrialization and Agricultural Green Development in China during 1990–2019," IJERPH, MDPI, vol. 18(16), pages 1-27, August.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Pei Xu & Zehu Jin & Huan Tang, 2022. "Influence Paths and Spillover Effects of Agricultural Agglomeration on Agricultural Green Development," Sustainability, MDPI, vol. 14(10), pages 1-16, May.
    2. van Calker, K.J. & Berentsen, P.B.M. & Giesen, G.W.J. & Huirne, R.B.M., 2008. "Maximising sustainability of Dutch dairy farming systems for different stakeholders: A modelling approach," Ecological Economics, Elsevier, vol. 65(2), pages 407-419, April.
    3. Bertrand Méda & Léonie Dusart & Juliette Protino & Philippe Lescoat & Cécile Berri & Pascale Magdelaine & Isabelle Bouvarel, 2021. "OVALI, Sustainability for Poultry ® : A Method Co-Designed by Stakeholders to Assess the Sustainability of Chicken Supply Chains in Their Territories," Sustainability, MDPI, vol. 13(3), pages 1-19, January.
    4. Zofia Gródek-Szostak & Gabriela Malik & Danuta Kajrunajtys & Anna Szeląg-Sikora & Jakub Sikora & Maciej Kuboń & Marcin Niemiec & Joanna Kapusta-Duch, 2019. "Modeling the Dependency between Extreme Prices of Selected Agricultural Products on the Derivatives Market Using the Linkage Function," Sustainability, MDPI, vol. 11(15), pages 1-14, August.
    5. van Wesenbeeck, C.F.A. & Keyzer, M.A. & van Veen, W.C.M. & Qiu, H., 2021. "Can China's overuse of fertilizer be reduced without threatening food security and farm incomes?," Agricultural Systems, Elsevier, vol. 190(C).
    6. Rigby, Dan & Woodhouse, Phil & Young, Trevor & Burton, Michael, 2001. "Constructing a farm level indicator of sustainable agricultural practice," Ecological Economics, Elsevier, vol. 39(3), pages 463-478, December.
    7. van Calker, Klaas Jan & Antink, Rudi H.J. Hooch & Beldman, Alfons C.G. & Mauser, Anniek, 2005. "Caring Dairy: A Sustainable Dairy Farming Initiative in Europe," 15th Congress, Campinas SP, Brazil, August 14-19, 2005 24234, International Farm Management Association.
    8. Shen Yuan & Shaobing Peng, 2017. "Exploring the Trends in Nitrogen Input and Nitrogen Use Efficiency for Agricultural Sustainability," Sustainability, MDPI, vol. 9(10), pages 1-15, October.
    9. Marcos Ferasso & Miguel Blanco & Lydia Bares, 2021. "Territorial Analysis of the European Rural Development Funds (ERDF) as a Driving Factor of Ecological Agricultural Production," Agriculture, MDPI, vol. 11(10), pages 1-14, October.
    10. Burton, Michael P. & Rigby, Dan & Young, Trevor, 2003. "Modelling the adoption of organic horticultural technology in the UK using Duration Analysis," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 47(1), pages 1-26, March.
    11. Agnieszka Wojewódzka-Wiewiórska & Anna Kłoczko-Gajewska & Piotr Sulewski, 2019. "Between the Social and Economic Dimensions of Sustainability in Rural Areas—In Search of Farmers’ Quality of Life," Sustainability, MDPI, vol. 12(1), pages 1-26, December.
    12. Mohamed Gafsi & Jean-Luc Favreau, 2014. "Diversity of operating logics and sustainability of organic farms [Diversité des logiques de fonctionnement et durabilité des exploitations en agriculture biologique]," Post-Print hal-02076167, HAL.
    13. Charalampos Konstantinidis, 2018. "Capitalism in Green Disguise: The Political Economy of Organic Farming in the European Union," Review of Radical Political Economics, Union for Radical Political Economics, vol. 50(4), pages 830-852, December.
    14. Seufert, Verena & Ramankutty, Navin & Mayerhofer, Tabea, 2017. "What is this thing called organic? – How organic farming is codified in regulations," Food Policy, Elsevier, vol. 68(C), pages 10-20.
    15. Zhongen Niu & Huimin Yan & Fang Liu, 2020. "Decreasing Cropping Intensity Dominated the Negative Trend of Cropland Productivity in Southern China in 2000–2015," Sustainability, MDPI, vol. 12(23), pages 1-14, December.
    16. Abadi, Bijan & Yadollahi, Arash & Bybordi, Ahmad & Rahmati, Mehdi, 2020. "The discrimination of adopters and non-adopters of conservation agricultural initiatives in northwest Iran: Attitudinal, soil testing, and topographical modules," Land Use Policy, Elsevier, vol. 95(C).
    17. Gómez-Limón, José A. & Gutiérrez-Martín, Carlos & Riesgo, Laura, 2016. "Modeling at farm level: Positive Multi-Attribute Utility Programming," Omega, Elsevier, vol. 65(C), pages 17-27.
    18. Beatrice Dingha & Leah Sandler & Arnab Bhowmik & Clement Akotsen-Mensah & Louis Jackai & Kevin Gibson & Ronald Turco, 2019. "Industrial Hemp Knowledge and Interest among North Carolina Organic Farmers in the United States," Sustainability, MDPI, vol. 11(9), pages 1-17, May.
    19. Fuhong Zhang & Apurbo Sarkar & Hongyu Wang, 2021. "Does Internet and Information Technology Help Farmers to Maximize Profit: A Cross-Sectional Study of Apple Farmers in Shandong, China," Land, MDPI, vol. 10(4), pages 1-18, April.
    20. Gafsi, Mohamed & Favreau, Jean-Luc, 2014. "Diversité des logiques de fonctionnement et durabilité des exploitations en agriculture biologique," Économie rurale, French Society of Rural Economics (SFER Société Française d'Economie Rurale), vol. 339(January-M).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:12:y:2020:i:21:p:9259-:d:441447. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.