IDEAS home Printed from https://ideas.repec.org/a/eee/lauspo/v101y2021ics026483771932441x.html
   My bibliography  Save this article

Analysis of influencing factors of cultivated land fragmentation based on hierarchical linear model: A case study of Jiangsu Province, China

Author

Listed:
  • Xu, Weiyi
  • Jin, Xiaobin
  • Liu, Jing
  • Zhou, Yinkang

Abstract

Cultivated land fragmentation (CLF) is a common phenomenon of land use in the world, which has an essential effect on agricultural production. Given the limitations of single level in the previous study on the influencing factors of CLF, this study utilizes hierarchical linear model (HLM) to explore the influencing factors of CLF from township and county levels in Jiangsu Province, and puts forward policy suggestions for relieving the CLF. The results indicate that the spatial distribution of CLF shows obvious characteristics in Jiangsu, which gradually increases from north to south. Besides, hierarchical structure exists in the CLF, and 43 % of the differences in CLF come from townships, 57 % from counties. Furthermore, the CLF is affected by multilevel factors, average patch area, GDP, the proportion of secondary and tertiary industries, population density, and road accessibility are the dominant factors at the township level, which explain 76 % of CLF affected by townships, and the main factors at the county level include average patch area, GDP, land use intensity, and urbanization rate, which explain 64 % of CLF affected by counties. Ultimately, a positive interaction with county-level overall guidance and township-level specific implementation should be established to alleviate the CLF. Specifically, at the county level, we should scientifically formulate overall planning of land use, and arrange land consolidation projects according to local conditions, readjust and optimize the economic structure, coordinate kinds of land demands and revitalize inefficient urban land. At the township level, while strictly implementing county-level policies, we should also promote land consolidation projects focusing on basic farmland construction and rural residential land readjustment, and pay attention to the overall layout of agricultural production factors, optimize industrial structure, and orderly transfer rural surplus laborers. This study provides a new perspective for the research on the influencing factors of CLF, and also has important guiding effect on formulating land policies to alleviate the CLF and accelerate sustainable utilization of cultivated land.

Suggested Citation

  • Xu, Weiyi & Jin, Xiaobin & Liu, Jing & Zhou, Yinkang, 2021. "Analysis of influencing factors of cultivated land fragmentation based on hierarchical linear model: A case study of Jiangsu Province, China," Land Use Policy, Elsevier, vol. 101(C).
    • Handle: RePEc:eee:lauspo:v:101:y:2021:i:c:s026483771932441x
    DOI: 10.1016/j.landusepol.2020.105119
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S026483771932441X
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.landusepol.2020.105119?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Xie, Hualin & Lu, Hua, 2017. "Impact of land fragmentation and non-agricultural labor supply on circulation of agricultural land management rights," Land Use Policy, Elsevier, vol. 68(C), pages 355-364.
    2. Quang Tran, Tuyen & Van Vu, Huong, 2019. "The impact of land fragmentation on household income: Evidence from rural Vietnam," MPRA Paper 98171, University Library of Munich, Germany, revised 2019.
    3. Kawasaki, Kentaro, 2010. "The costs and benefits of land fragmentation of rice farms in Japan," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 54(4), pages 1-18.
    4. Gonzalez, X.P. & Marey, M.F. & Alvarez, C.J., 2007. "Evaluation of productive rural land patterns with joint regard to the size, shape and dispersion of plots," Agricultural Systems, Elsevier, vol. 92(1-3), pages 52-62, January.
    5. Kentaro Kawasaki, 2010. "The costs and benefits of land fragmentation of rice farms in Japan ," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 54(4), pages 509-526, October.
    6. Ciaian, Pavel & Guri, Fatmir & Rajcaniova, Miroslava & Drabik, Dusan & Paloma, Sergio Gomez y, 2018. "Land fragmentation and production diversification: A case study from rural Albania," Land Use Policy, Elsevier, vol. 76(C), pages 589-599.
    7. Wei, Lai & Luo, Yun & Wang, Miao & Su, Shiliang & Pi, Jianhua & Li, Guie, 2020. "Essential fragmentation metrics for agricultural policies: Linking landscape pattern, ecosystem service and land use management in urbanizing China," Agricultural Systems, Elsevier, vol. 182(C).
    8. Tran, Tuyen Quang & Vu, Huong Van, 2019. "Land fragmentation and household income: First evidence from rural Vietnam," Land Use Policy, Elsevier, vol. 89(C).
    9. Looga, J. & Jürgenson, E. & Sikk, K. & Matveev, E. & Maasikamäe, S., 2018. "Land fragmentation and other determinants of agricultural farm productivity: The case of Estonia," Land Use Policy, Elsevier, vol. 79(C), pages 285-292.
    10. Guang Wan & Enjiang Cheng, 2001. "Effects of land fragmentation and returns to scale in the Chinese farming sector," Applied Economics, Taylor & Francis Journals, vol. 33(2), pages 183-194.
    11. Lu, Hua & Xie, Hualin & He, Yafen & Wu, Zhilong & Zhang, Xinmin, 2018. "Assessing the impacts of land fragmentation and plot size on yields and costs: A translog production model and cost function approach," Agricultural Systems, Elsevier, vol. 161(C), pages 81-88.
    12. Liu, Jing & Jin, Xiaobin & Xu, Weiyi & Sun, Rui & Han, Bo & Yang, Xuhong & Gu, Zhengming & Xu, Cuilan & Sui, Xueyan & Zhou, Yinkang, 2019. "Influential factors and classification of cultivated land fragmentation, and implications for future land consolidation: A case study of Jiangsu Province in eastern China," Land Use Policy, Elsevier, vol. 88(C).
    13. Mearns, Robin & Sinha, Saurabh, 1999. "Social exclusion and land administration in Orissa, India," Policy Research Working Paper Series 2124, The World Bank.
    14. Overmars, Koen P. & Verburg, Peter H., 2006. "Multilevel modelling of land use from field to village level in the Philippines," Agricultural Systems, Elsevier, vol. 89(2-3), pages 435-456, September.
    15. Liu, Yansui, 2018. "Introduction to land use and rural sustainability in China," Land Use Policy, Elsevier, vol. 74(C), pages 1-4.
    16. Lu, Hua & Xie, Hualin & Lv, Tiangui & Yao, Guanrong, 2019. "Determinants of cultivated land recuperation in ecologically damaged areas in China," Land Use Policy, Elsevier, vol. 81(C), pages 160-166.
    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. Yu Wang & Lin Zhang, 2023. "The Impact of Technology Innovation on Urban Land Intensive Use in China: Evidence from 284 Cities in China," Sustainability, MDPI, vol. 15(4), pages 1-23, February.
    2. Ye, Sijing & Ren, Shuyi & Song, Changqing & Du, Zhenbo & Wang, Kuangxu & Du, Bin & Cheng, Feng & Zhu, Dehai, 2024. "Spatial pattern of cultivated land fragmentation in mainland China: Characteristics, dominant factors, and countermeasures," Land Use Policy, Elsevier, vol. 139(C).
    3. Jiaxing Pang & Ningfei Wang & Xue Li & Xiang Li & Huiyu Wang & Xingpeng Chen, 2021. "Impact of Economic Development Level and Agricultural Water Use on Agricultural Production Scale in China," IJERPH, MDPI, vol. 18(17), pages 1-12, August.
    4. Chengxiu Li & Xiuli Wang & Zhengxin Ji & Ling Li & Xiaoke Guan, 2022. "Optimizing the Use of Cultivated Land in China’s Main Grain-Producing Areas from the Dual Perspective of Ecological Security and Leading-Function Zoning," IJERPH, MDPI, vol. 19(20), pages 1-20, October.
    5. Han, Bo & Jin, Xiaobin & Sun, Rui & Li, Hanbing & Liang, Xinyuan & Zhou, Yinkang, 2023. "Understanding land-use sustainability with a systematical framework: An evaluation case of China," Land Use Policy, Elsevier, vol. 132(C).
    6. Mingzhi Zhang & Hongyu Liu & Yangyue Su & Xiangyu Zhou & Zhaocheng Li & Chao Chen, 2022. "Assessment and Decomposition of Regional Land Use Efficiency of the Service Sector in China," Land, MDPI, vol. 11(11), pages 1-19, October.
    7. Yanwei Zhang & Xinhai Lu & Yucheng Zou & Tiangui Lv, 2022. "Nudging Strategies for Arable Land Protection Behavior in China," IJERPH, MDPI, vol. 19(19), pages 1-20, October.
    8. Xie, Zhen & Zhang, Qianqian & Jiang, Chun & Yao, Ruobin, 2024. "Cropland compensation in mountainous areas in China aggravates non-grain production: evidence from Fujian Province," Land Use Policy, Elsevier, vol. 138(C).
    9. Yifang Wang & Linlin Cheng & Yang Zheng, 2023. "An Adjusted Landscape Ecological Security of Cultivated Land Evaluation Method Based on the Interaction between Cultivated Land and Surrounding Land Types," Land, MDPI, vol. 12(4), pages 1-20, April.
    10. Zhaoxia Guo & Qinqin Guo & Yujie Cai & Ge Wang, 2021. "Unraveling Risk Networks of Cultivated Land Protection: An Exploratory Stakeholder-Oriented Case Study in Xiliuhe Town, Hubei Province, China," Land, MDPI, vol. 10(11), pages 1-26, November.
    11. Ning Xu & Wanxu Chen & Sipei Pan & Jiale Liang & Jiaojiao Bian, 2022. "Evolution Characteristics and Formation Mechanism of Production-Living-Ecological Space in China: Perspective of Main Function Zones," IJERPH, MDPI, vol. 19(16), pages 1-19, August.
    12. Dongjie Wang & Hao Yang & Yueming Hu & A-Xing Zhu & Xiaoyun Mao, 2022. "Analyzing Spatio-Temporal Characteristics of Cultivated Land Fragmentation and Their Influencing Factors in a Rapidly Developing Region: A Case Study in Guangdong Province, China," Land, MDPI, vol. 11(10), pages 1-21, October.
    13. Yue Su & Chong Su & Yan Xie & Tan Li & Yongjun Li & Yuanyuan Sun, 2022. "Controlling Non-Grain Production Based on Cultivated Land Multifunction Assessment," IJERPH, MDPI, vol. 19(3), pages 1-17, January.
    14. Wen, Lanjiao & Yang, Shenjie & Qi, Mengna & Zhang, Anlu, 2024. "How does China’s rural collective commercialized land market run? New evidence from 26 pilot areas, China," Land Use Policy, Elsevier, vol. 136(C).
    15. Jiale Liang & Sipei Pan & Wanxu Chen & Jiangfeng Li & Ting Zhou, 2021. "Cultivated Land Fragmentation and Its Influencing Factors Detection: A Case Study in Huaihe River Basin, China," IJERPH, MDPI, vol. 19(1), pages 1-25, December.
    16. Hongpeng Guo & Wenkai Zhao & Chulin Pan & Guijie Qiu & Shuang Xu & Shun Liu, 2022. "Study on the Influencing Factors of Farmers’ Adoption of Conservation Tillage Technology in Black Soil Region in China: A Logistic-ISM Model Approach," IJERPH, MDPI, vol. 19(13), pages 1-16, June.
    17. Xue Wang, 2022. "Changes in Cultivated Land Loss and Landscape Fragmentation in China from 2000 to 2020," Land, MDPI, vol. 11(5), pages 1-16, May.

    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. Ye, Sijing & Ren, Shuyi & Song, Changqing & Du, Zhenbo & Wang, Kuangxu & Du, Bin & Cheng, Feng & Zhu, Dehai, 2024. "Spatial pattern of cultivated land fragmentation in mainland China: Characteristics, dominant factors, and countermeasures," Land Use Policy, Elsevier, vol. 139(C).
    2. Shukun Wang & Dengwang Li & Tingting Li & Changquan Liu, 2021. "Land Use Transitions and Farm Performance in China: A Perspective of Land Fragmentation," Land, MDPI, vol. 10(8), pages 1-22, July.
    3. Jiale Liang & Sipei Pan & Wanxu Chen & Jiangfeng Li & Ting Zhou, 2021. "Cultivated Land Fragmentation and Its Influencing Factors Detection: A Case Study in Huaihe River Basin, China," IJERPH, MDPI, vol. 19(1), pages 1-25, December.
    4. Liu, Jing & Jin, Xiaobin & Xu, Weiyi & Sun, Rui & Han, Bo & Yang, Xuhong & Gu, Zhengming & Xu, Cuilan & Sui, Xueyan & Zhou, Yinkang, 2019. "Influential factors and classification of cultivated land fragmentation, and implications for future land consolidation: A case study of Jiangsu Province in eastern China," Land Use Policy, Elsevier, vol. 88(C).
    5. Yu, Peiheng & Fennell, Shailaja & Chen, Yiyun & Liu, Hui & Xu, Lu & Pan, Jiawei & Bai, Shaoyun & Gu, Shixiang, 2022. "Positive impacts of farmland fragmentation on agricultural production efficiency in Qilu Lake watershed: Implications for appropriate scale management," Land Use Policy, Elsevier, vol. 117(C).
    6. Zang, Liangzhen & Araral, Eduardo & Wang, Yahua, 2019. "Effects of land fragmentation on the governance of the commons: Theory and evidence from 284 villages and 17 provinces in China," Land Use Policy, Elsevier, vol. 82(C), pages 518-527.
    7. Zhang, Bangbang & Niu, Wenhao & Ma, Linyan & Zuo, Xuyang & Kong, Xiangbin & Chen, Haibin & Zhang, Yifan & Chen, Wei & Zhao, Minjuan & Xia, Xianli, 2019. "A company-dominated pattern of land consolidation to solve land fragmentation problem and its effectiveness evaluation: A case study in a hilly region of Guangxi Autonomous Region, Southwest China," Land Use Policy, Elsevier, vol. 88(C).
    8. Dongjie Wang & Hao Yang & Yueming Hu & A-Xing Zhu & Xiaoyun Mao, 2022. "Analyzing Spatio-Temporal Characteristics of Cultivated Land Fragmentation and Their Influencing Factors in a Rapidly Developing Region: A Case Study in Guangdong Province, China," Land, MDPI, vol. 11(10), pages 1-21, October.
    9. Xue Wang, 2022. "Changes in Cultivated Land Loss and Landscape Fragmentation in China from 2000 to 2020," Land, MDPI, vol. 11(5), pages 1-16, May.
    10. Do, Manh Hung & Nguyen, Trung Thanh & Grote, Ulrike, 2023. "Land consolidation, rice production, and agricultural transformation: Evidence from household panel data for Vietnam," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 157-173.
    11. Tuyen Quang Tran & Huong Van Vu, 2021. "The impact of land fragmentation on food security in the North Central Coast, Vietnam," Asia and the Pacific Policy Studies, Wiley Blackwell, vol. 8(2), pages 327-345, May.
    12. Wang, Yahui & Li, Xiubin & Lu, Dan & Yan, Jianzhong, 2020. "Evaluating the impact of land fragmentation on the cost of agricultural operation in the southwest mountainous areas of China," Land Use Policy, Elsevier, vol. 99(C).
    13. Laure Latruffe & Laurent Piet, 2013. "Does land fragmentation affect farm performance? A case study from Brittany," Working Papers hal-01208908, HAL.
    14. Wang, Weiwen & Gong, Jian & Wang, Ying & Shen, Yang, 2021. "Exploring the effects of rural site conditions and household livelihood capitals on agricultural land transfers in China," Land Use Policy, Elsevier, vol. 108(C).
    15. Yishao Shi & Qianqian Yang & Liangliang Zhou & Shouzheng Shi, 2022. "Can Moderate Agricultural Scale Operations Be Developed against the Background of Plot Fragmentation and Land Dispersion? Evidence from the Suburbs of Shanghai," Sustainability, MDPI, vol. 14(14), pages 1-22, July.
    16. Yifang Wang & Linlin Cheng & Yang Zheng, 2023. "An Adjusted Landscape Ecological Security of Cultivated Land Evaluation Method Based on the Interaction between Cultivated Land and Surrounding Land Types," Land, MDPI, vol. 12(4), pages 1-20, April.
    17. Janus, Jaroslaw & Markuszewska, Iwona, 2019. "Forty years later: Assessment of the long-lasting effectiveness of land consolidation projects," Land Use Policy, Elsevier, vol. 83(C), pages 22-31.
    18. Laure Latruffe & Laurent Piet, 2013. "Does land fragmentation affect farm performance?," Working Papers hal-01208858, HAL.
    19. Pierre Damien Ntihinyurwa & Walter Timo de Vries, 2021. "Farmland Fragmentation, Farmland Consolidation and Food Security: Relationships, Research Lapses and Future Perspectives," Land, MDPI, vol. 10(2), pages 1-39, January.
    20. Laure Latruffe & Laurent Piet, 2013. "Does land fragmentation affect farm performance? A case study from Brittany, France," Working Papers SMART 13-04, INRAE UMR SMART.

    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:eee:lauspo:v:101:y:2021:i:c:s026483771932441x. 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: Joice Jiang (email available below). General contact details of provider: https://www.journals.elsevier.com/land-use-policy .

    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.