IDEAS home Printed from https://ideas.repec.org/a/gam/jlands/v11y2022i10p1750-d936959.html
   My bibliography  Save this article

Analyzing Spatio-Temporal Characteristics of Cultivated Land Fragmentation and Their Influencing Factors in a Rapidly Developing Region: A Case Study in Guangdong Province, China

Author

Listed:
  • Dongjie Wang

    (College of Natural Resources and Environment, South China Agricultural University, Guangzhou 510642, China)

  • Hao Yang

    (College of Natural Resources and Environment, South China Agricultural University, Guangzhou 510642, China)

  • Yueming Hu

    (College of Tropical Crops, Hainan University, Haikou 570228, China
    South China Academy of Natural Resources Science and Technology, Guangzhou 510642, China)

  • A-Xing Zhu

    (Department of Geography, University of Wisconsin-Madison, Madison, WI 53706, USA)

  • Xiaoyun Mao

    (College of Natural Resources and Environment, South China Agricultural University, Guangzhou 510642, China)

Abstract

Cultivated land fragmentation (CLF) is a key obstacle to agricultural development and has a strong relationship with regional food security and global sustainable development. However, few studies have analyzed the spatio-temporal distribution pattern and evolution characteristics of CLF and the complex interactions among their influencing factors in rapidly developing regions. In this study, first, the GlobeLand30 datasets were used to obtain characteristic parameters of cultivated land in counties in Guangdong Province in 2000, 2010, and 2020. Then, the linear weighted comprehensive evaluation model based on the principal component analysis (PCA) was used to measure the extent of CLF. Finally, the exploratory spatial data analysis (ESDA) was used to analyze the spatio-temporal distribution pattern and evolution characteristics of CLF, and geodetector (GD) and random forest (RF) models were used to explore the factors influencing the spatial difference in CLF. The results showed that the spatial differences in the distribution of cultivated land resources in Guangdong Province are relatively large and the extent of agglomeration is generally low. The extent of CLF on the county scale is mainly medium and higher. The overall spatial distribution shows an increasing trend from the south to the north and from the west to the east, and the spatial distribution pattern with agglomeration and randomness remains relatively stable. From 2000 to 2020, the overall CLF continued to intensify and the evolution of CLF on the county scale mainly increased. The spatial difference in CLF is the result of that based on the natural environment and influenced by factors such as social, economic, and agricultural development. The interaction between influencing factors is very strong, dominated by nonlinear enhancement. The results are of great significance for promoting the intensive and efficient utilization of cultivated land resources and sustainable regional development.

Suggested Citation

  • 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.
  • Handle: RePEc:gam:jlands:v:11:y:2022:i:10:p:1750-:d:936959
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2073-445X/11/10/1750/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2073-445X/11/10/1750/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Liu, Luo & Liu, Zhenjie & Gong, Jianzhou & Wang, Lu & Hu, Yueming, 2019. "Quantifying the amount, heterogeneity, and pattern of farmland: Implications for China’s requisition-compensation balance of farmland policy," Land Use Policy, Elsevier, vol. 81(C), pages 256-266.
    2. Georgina Milne & Andrew William Byrne & Emma Campbell & Jordon Graham & John McGrath & Raymond Kirke & Wilma McMaster & Jesko Zimmermann & Adewale Henry Adenuga, 2022. "Quantifying Land Fragmentation in Northern Irish Cattle Enterprises," Land, MDPI, vol. 11(3), pages 1-16, March.
    3. Bakker, M.M. & Hatna, E. & Kuhlman, T. & Mücher, C.A., 2011. "Changing environmental characteristics of European cropland," Agricultural Systems, Elsevier, vol. 104(7), pages 522-532, September.
    4. 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.
    5. 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.
    6. Deininger, Klaus & Savastano, Sara & Carletto, Calogero, 2012. "Land Fragmentation, Cropland Abandonment, and Land Market Operation in Albania," World Development, Elsevier, vol. 40(10), pages 2108-2122.
    7. 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).
    8. Daniel Ayalew Ali & Klaus Deininger, 2015. "Is There a Farm Size–Productivity Relationship in African Agriculture? Evidence from Rwanda," Land Economics, University of Wisconsin Press, vol. 91(2), pages 317-343.
    9. Hongyun Han & Hui Lin, 2021. "Patterns of Agricultural Diversification in China and Its Policy Implications for Agricultural Modernization," IJERPH, MDPI, vol. 18(9), pages 1-22, May.
    10. 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.
    11. 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.
    12. 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.
    13. Ntihinyurwa, Pierre Damien & de Vries, Walter Timo & Chigbu, Uchendu Eugene & Dukwiyimpuhwe, Patrick Acklam, 2019. "The positive impacts of farm land fragmentation in Rwanda," Land Use Policy, Elsevier, vol. 81(C), pages 565-581.
    14. 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).
    15. 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.
    16. Mekki, Insaf & Bailly, Jean Stéphane & Jacob, Frédéric & Chebbi, Hichem & Ajmi, Tarek & Blanca, Yves & Zairi, Abdelaziz & Biarnès, Anne, 2018. "Impact of farmland fragmentation on rainfed crop allocation in Mediterranean landscapes: A case study of the Lebna watershed in Cap Bon, Tunisia," Land Use Policy, Elsevier, vol. 75(C), pages 772-783.
    17. Chen Jun & Yifang Ban & Songnian Li, 2014. "Open access to Earth land-cover map," Nature, Nature, vol. 514(7523), pages 434-434, October.
    18. 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).
    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. Xiuyu Huang & Ying Wang & Wanyi Liang & Zhaojun Wang & Xiao Zhou & Qinqiang Yan, 2023. "Spatial–Temporal Evolution and Driving Factors of the Low–Carbon Transition of Farmland Use in Coastal Areas of Guangdong Province," Land, MDPI, vol. 12(5), pages 1-23, May.
    2. Ming Lu & Zhuolin Tan & Chao Yuan & Yu Dong & Wei Dong, 2023. "Resilience Measurements and Dynamics of Resource-Based Cities in Heilongjiang Province, China," Land, MDPI, vol. 12(2), pages 1-22, January.

    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. 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.
    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. 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).
    4. 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).
    5. 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).
    6. 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.
    7. 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).
    8. 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.
    9. Chaozheng Zhang & Danling Chen, 2021. "Fragmentation Reduction through Farmer-Led Land Transfer and Consolidation? Experiences of Rice Farmers in Wuhan Metropolitan Area, China," Agriculture, MDPI, vol. 11(7), pages 1-14, July.
    10. Xuewen Li & Yi Peng & Yunlai Yao, 2023. "Will Transaction Cost Be Reduced in the E-Commerce Model of Farmland Transfer in China?," Land, MDPI, vol. 12(2), pages 1-19, February.
    11. 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.
    12. Georgina Milne & Andrew William Byrne & Emma Campbell & Jordon Graham & John McGrath & Raymond Kirke & Wilma McMaster & Jesko Zimmermann & Adewale Henry Adenuga, 2022. "Quantifying Land Fragmentation in Northern Irish Cattle Enterprises," Land, MDPI, vol. 11(3), pages 1-16, March.
    13. Xiaoyu Chen & Qingming Zhan & Yuli Fan, 2023. "Classification and Evaluation Methods for Optimization of Land Use Efficiency at Village Level," Land, MDPI, vol. 12(3), pages 1-16, March.
    14. Gatterer, Markus & Leonhardt, Heidi & Salhofer, Klaus & Morawetz, Ulrich, 2024. "The legacy of partible inheritance on farmland fragmentation: Evidence from Austria," Land Use Policy, Elsevier, vol. 140(C).
    15. 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.
    16. 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.
    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.
    18. Ganjar Kurnia & Iwan Setiawan & Ahmad C. Tridakusumah & Gani Jaelani & Mahra A. Heryanto & Adi Nugraha, 2022. "Local Wisdom for Ensuring Agriculture Sustainability: A Case from Indonesia," Sustainability, MDPI, vol. 14(14), pages 1-13, July.
    19. 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).
    20. Barati, Ali Akbar & Azadi, Hossein & Scheffran, Jürgen, 2021. "Agricultural land fragmentation in Iran: Application of game theory," Land Use Policy, Elsevier, vol. 100(C).

    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:jlands:v:11:y:2022:i:10:p:1750-:d:936959. 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.