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Land Use Change under Population Migration and Its Implications for Human–Land Relationship

Author

Listed:
  • Xuan Luo

    (School of Resource and Environmental Sciences, Wuhan University, Wuhan 430079, China)

  • Zhaomin Tong

    (School of Resource and Environmental Sciences, Wuhan University, Wuhan 430079, China)

  • Yifan Xie

    (School of Resource and Environmental Sciences, Wuhan University, Wuhan 430079, China)

  • Rui An

    (School of Resource and Environmental Sciences, Wuhan University, Wuhan 430079, China)

  • Zhaochen Yang

    (School of Resource and Environmental Sciences, Wuhan University, Wuhan 430079, China)

  • Yanfang Liu

    (School of Resource and Environmental Sciences, Wuhan University, Wuhan 430079, China
    Key Laboratory of Geographic Information System, Ministry of Education, Wuhan University, Wuhan 430079, China)

Abstract

With the rural-to-urban population migration under the new era of rapid urbanization, China has experienced dramatic rural land change, especially the change in cultivated land and rural residential land, resulting in the serious uncoordinated human–land relationships in rural areas. The efficient use of these two kinds of land resources becomes one of the paramount challenges for governments to achieve sustainable and balanced rural development. This challenge highlights the need for quantifying the formation mechanism of the relationship between cultivated land and rural residential land (RCR) and exploring the corresponding relation between human–land relationships with RCR to guide the high-efficiency rural land use structure and coordinated development of human–land relationships. This study aims to quantitatively characterize the matching modes of RCR and the underlying formation mechanism via a grid-based, integrated decoupling model and multiclass explainable boosting machine analysis method. The findings are as follows: (1) The variation in cultivated land and rural residential land is characterized by quantity match and spatial mismatch. The six matching modes of RCR are strong decoupling (SD) (33.36%), weak decoupling (9.86%), recessive decoupling (4.15%), expansive negative decoupling (15.05%), weak negative decoupling (4.92%), and strong negative decoupling (SND) (18.65%). (2) Average grain product per cultivated land and population variation have the highest relative importance and play the greatest role in determining the type of matching modes. A concomitant phenomenon is noted in the matching modes; that is, SD occurs with recessive decoupling and weak negative decoupling, and the weak decoupling and expansive negative decoupling occur with SND in the same conditions. (3) A significant corresponding relationship exists between the matching modes and human–land relationship, indicating that the six matching modes correspond to four different stages of the human–land relationship. The study could provide some decision-making guidance for sustainable rural development, so as to improve the differentiated land management and regional response strategies.

Suggested Citation

  • Xuan Luo & Zhaomin Tong & Yifan Xie & Rui An & Zhaochen Yang & Yanfang Liu, 2022. "Land Use Change under Population Migration and Its Implications for Human–Land Relationship," Land, MDPI, vol. 11(6), pages 1-22, June.
  • Handle: RePEc:gam:jlands:v:11:y:2022:i:6:p:934-:d:841701
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    References listed on IDEAS

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    1. Liang, Xinyuan & Li, Yangbing & Zhou, Yalin, 2020. "Study on the abandonment of sloping farmland in Fengjie County, Three Gorges Reservoir Area, a mountainous area in China," Land Use Policy, Elsevier, vol. 97(C).
    2. Min, Min & Miao, Changhong & Duan, Xuejun & Yan, Wei, 2022. "Formation mechanisms and general characteristics of cultivated land use patterns in the Chaohu Lake Basin, China," Land Use Policy, Elsevier, vol. 117(C).
    3. Xu, Dingde & Deng, Xin & Huang, Kai & Liu, Yi & Yong, Zhuolin & Liu, Shaoquan, 2019. "Relationships between labor migration and cropland abandonment in rural China from the perspective of village types," Land Use Policy, Elsevier, vol. 88(C).
    4. Wang, Chengchao & Gao, Bidan & Weng, Zudeng & Tian, Ying, 2020. "Primary causes of total hamlet abandonment for different types of hamlets in remote mountain areas of China: A case study of Shouning County, Fujian Province," Land Use Policy, Elsevier, vol. 95(C).
    5. Zhipeng Yang & Shijun Wang & Meng Guo & Junfeng Tian & Yingjie Zhang, 2021. "Spatiotemporal Differentiation of Territorial Space Development Intensity and Its Habitat Quality Response in Northeast China," Land, MDPI, vol. 10(6), pages 1-20, May.
    6. Song, Wei & Li, Huanhuan, 2020. "Spatial pattern evolution of rural settlements from 1961 to 2030 in Tongzhou District, China," Land Use Policy, Elsevier, vol. 99(C).
    7. Li, Jing & Lo, Kevin & Zhang, Pingyu & Guo, Meng, 2021. "Reclaiming small to fill large: A novel approach to rural residential land consolidation in China," Land Use Policy, Elsevier, vol. 109(C).
    8. Qu, Yanbo & Jiang, Guang-hui & Li, Zitong & Tian, Yaya & Wei, Shuwen, 2019. "Understanding rural land use transition and regional consolidation implications in China," Land Use Policy, Elsevier, vol. 82(C), pages 742-753.
    9. Yaolin Liu & Enxiang Cai & Ying Jing & Jie Gong & Zhengyu Wang, 2018. "Analyzing the Decoupling between Rural-to-Urban Migrants and Urban Land Expansion in Hubei Province, China," Sustainability, MDPI, vol. 10(2), pages 1-15, January.
    10. Ding, Chuan & Cao, Xinyu & Liu, Chao, 2019. "How does the station-area built environment influence Metrorail ridership? Using gradient boosting decision trees to identify non-linear thresholds," Journal of Transport Geography, Elsevier, vol. 77(C), pages 70-78.
    11. Ge, Dazhuan & Wang, Zhihua & Tu, Shuangshuang & Long, Hualou & Yan, Huili & Sun, Dongqi & Qiao, Weifeng, 2019. "Coupling analysis of greenhouse-led farmland transition and rural transformation development in China’s traditional farming area: A case of Qingzhou City," Land Use Policy, Elsevier, vol. 86(C), pages 113-125.
    12. Zhou, Yang & Li, Xunhuan & Liu, Yansui, 2021. "Cultivated land protection and rational use in China," Land Use Policy, Elsevier, vol. 106(C).
    13. Xu, Mengyao & Zhang, Zhengfeng, 2021. "Spatial differentiation characteristics and driving mechanism of rural-industrial Land transition: A case study of Beijing-Tianjin-Hebei region, China," Land Use Policy, Elsevier, vol. 102(C).
    14. Tian, Junfeng & Wang, Binyan & Zhang, Chuanrong & Li, Weidong & Wang, Shijun, 2020. "Mechanism of regional land use transition in underdeveloped areas of China: A case study of northeast China," Land Use Policy, Elsevier, vol. 94(C).
    15. Chen, Lili & Zhao, Hongsheng & Song, Ge & Liu, Ye, 2021. "Optimization of cultivated land pattern for achieving cultivated land system security: A case study in Heilongjiang Province, China," Land Use Policy, Elsevier, vol. 108(C).
    16. Tao, Tao & Wang, Jueyu & Cao, Xinyu, 2020. "Exploring the non-linear associations between spatial attributes and walking distance to transit," Journal of Transport Geography, Elsevier, vol. 82(C).
    17. Liyuan Zhao & Xingping Wang, 2021. "Rural Housing Vacancy in Metropolitan Suburbs and Its Influencing Factors: A Case Study of Nanjing, China," Sustainability, MDPI, vol. 13(7), pages 1-20, March.
    18. Li, Dongmei & Yang, Yuanyuan & Du, Guoming & Huang, Shanlin, 2021. "Understanding the contradiction between rural poverty and rich cultivated land resources: A case study of Heilongjiang Province in Northeast China," Land Use Policy, Elsevier, vol. 108(C).
    19. Wen, Yangyang & Zhang, Zhengfeng & Liang, Di & Xu, Ze, 2020. "Rural Residential Land Transition in the Beijing-Tianjin-Hebei Region: Spatial-Temporal Patterns and Policy Implications," Land Use Policy, Elsevier, vol. 96(C).
    20. Zhonglei Yu & Lei Liu & Hua Zhang & Jinshe Liang, 2017. "Exploring the Factors Driving Seasonal Farmland Abandonment: A Case Study at the Regional Level in Hunan Province, Central China," Sustainability, MDPI, vol. 9(2), pages 1-18, January.
    21. Su, Kangchuan & Hu, Baoqing & Shi, Kaifang & Zhang, Zhongxun & Yang, Qingyuan, 2019. "The structural and functional evolution of rural homesteads in mountainous areas: A case study of Sujiaying village in Yunnan province, China," Land Use Policy, Elsevier, vol. 88(C).
    22. Suresh Chaudhary & Yukuan Wang & Narendra Raj Khanal & Pei Xu & Bin Fu & Amod Mani Dixit & Kun Yan & Qin Liu & Yafeng Lu, 2018. "Social Impact of Farmland Abandonment and Its Eco-Environmental Vulnerability in the High Mountain Region of Nepal: A Case Study of Dordi River Basin," Sustainability, MDPI, vol. 10(7), pages 1-19, July.
    23. Shi, Tiechou & Li, Xiubin & Xin, Liangjie & Xu, Xiaohong, 2018. "The spatial distribution of farmland abandonment and its influential factors at the township level: A case study in the mountainous area of China," Land Use Policy, Elsevier, vol. 70(C), pages 510-520.
    24. Ge, Dazhuan & Long, Hualou & Zhang, Yingnan & Ma, Li & Li, Tingting, 2018. "Farmland transition and its influences on grain production in China," Land Use Policy, Elsevier, vol. 70(C), pages 94-105.
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