IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i14p8365-d858333.html
   My bibliography  Save this article

Geodetector-Based Livability Analysis of Potential Resettlement Locations for Villages in Coal Mining Areas on the Loess Plateau of China

Author

Listed:
  • Jingya Tang

    (School of Geological Engineering and Geomatics, Chang’an University, Xi’an 710064, China
    Institute of Geography and Geoecology (IFGG), Karlsruhe Institute of Technology (KIT), Kaiserstrasse 12, 76131 Karlsruhe, Germany)

  • Lichun Sui

    (School of Geological Engineering and Geomatics, Chang’an University, Xi’an 710064, China)

Abstract

The resettlement of residents within the construction area of large projects is an important task related to people’s welfare. Livability is often used as an evaluation indicator when selecting resettlement areas. According to the results of the China Development Plan and 300 questionnaires, the human settlement factors that constitute livability include the living environment, ecological health, infrastructure, public facilities, and economic development, data on which can only be obtained from existing villages, and therefore cannot be used to directly assess the livability of potential resettlement areas. In fact, these human settlement factors are formed by the complex influences of numerous geographical factors (e.g., slope, slope orientation, accessibility, etc.), and it is scientific and reliable to use these geographical factors, which can be determined for each location, to carry out the livability assessment of potential resettlement areas. To this end, this paper takes the village resettlement project in the Dafosi coal mining area on the Loess Plateau of China as an example, calculates the livability scores of the existing villages around the coal mine using the entropy weighting method, and quantitatively analyzes the relationship between the livability scores and the selected geographic factors using a spatial correlations analysis method named Geodetector. It further uses the weighted overlayed function to superimpose the main geographic factors in order to obtain a livability grading map of the potential resettlement area. The results were successfully applied to the above resettlement project. We also verified the accuracy of this paper’s assessment method by adding 184 natural villages, and the method can be applied to other types of resettlement area livability assessment.

Suggested Citation

  • Jingya Tang & Lichun Sui, 2022. "Geodetector-Based Livability Analysis of Potential Resettlement Locations for Villages in Coal Mining Areas on the Loess Plateau of China," Sustainability, MDPI, vol. 14(14), pages 1-19, July.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:14:p:8365-:d:858333
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/14/8365/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/14/14/8365/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Qian, Zhu & Xue, Jianhong, 2017. "Small town urbanization in Western China: Villager resettlement and integration in Xi’an," Land Use Policy, Elsevier, vol. 68(C), pages 152-159.
    2. Zhanbo Chen, 2020. "Evaluating Sustainable Liveable City via Multi-MCDM and Hopfield Neural Network," Mathematical Problems in Engineering, Hindawi, vol. 2020, pages 1-11, February.
    3. Kanako Iuchi, 2014. "Planning Resettlement After Disasters," Journal of the American Planning Association, Taylor & Francis Journals, vol. 80(4), pages 413-425, October.
    4. Yonghua Zhao & Li Liu & Shuaizhi Kang & Yong Ao & Lei Han & Chaoqun Ma, 2021. "Quantitative Analysis of Factors Influencing Spatial Distribution of Soil Erosion Based on Geo-Detector Model under Diverse Geomorphological Types," Land, MDPI, vol. 10(6), pages 1-17, June.
    5. José Balsa-Barreiro & Alfredo J. Morales & Rubén C. Lois-González & Ãtila Bueno, 2021. "Mapping Population Dynamics at Local Scales Using Spatial Networks," Complexity, Hindawi, vol. 2021, pages 1-14, May.
    6. Shaye Palagi & Amy Javernick-Will, 2020. "Pathways to Livable Relocation Settlements Following Disaster," Sustainability, MDPI, vol. 12(8), pages 1-25, April.
    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. Hejie Wei & Yingying Gao & Qing Han & Ling Li & Xiaobin Dong & Mengxue Liu & Qingxiang Meng, 2022. "Quality Evaluation and Obstacle Identification of Human Settlements in the Qinghai–Tibet Plateau Based on Multi-Source Data," Land, MDPI, vol. 11(9), pages 1-21, September.

    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. Xu Yang & Xuan Zou & Xueqi Liu & Qixuan Li & Siqian Zou & Ming Li, 2023. "The Spatiotemporal Pattern and Driving Mechanism of Urban Sprawl in China’s Counties," Land, MDPI, vol. 12(3), pages 1-16, March.
    2. Mei Sang & Jing Jiang & Xin Huang & Feifei Zhu & Qian Wang, 2024. "Spatial and temporal changes in population distribution and population projection at county level in China," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-13, December.
    3. He, Lulu, 2019. "Identifying local needs for post-disaster recovery in Nepal," World Development, Elsevier, vol. 118(C), pages 52-62.
    4. Yin, Xu & Wang, Jing & Li, Yurui & Feng, Zhiming & Wang, Qianyi, 2021. "Are small towns really inefficient? A data envelopment analysis of sampled towns in Jiangsu province, China," Land Use Policy, Elsevier, vol. 109(C).
    5. Vladimir Shepelev & Aleksandr Glushkov & Ivan Slobodin & Yuri Cherkassov, 2023. "Measuring and Modelling the Concentration of Vehicle-Related PM2.5 and PM10 Emissions Based on Neural Networks," Mathematics, MDPI, vol. 11(5), pages 1-23, February.
    6. Jonas Bergmann, 2021. "Planned relocation in Peru: advancing from well-meant legislation to good practice," Journal of Environmental Studies and Sciences, Springer;Association of Environmental Studies and Sciences, vol. 11(3), pages 365-375, September.
    7. Vahid Javidroozi & Claudia Carter & Michael Grace & Hanifa Shah, 2023. "Smart, Sustainable, Green Cities: A State-of-the-Art Review," Sustainability, MDPI, vol. 15(6), pages 1-28, March.
    8. Yang, Chen & Qian, Zhu, 2022. "The complexity of property rights embedded in the rural-to-urban resettlement of China: A case of Hangzhou," Land Use Policy, Elsevier, vol. 122(C).
    9. Chao Yang & Jianrong Fan & Jiali Liu & Fubao Xu & Xiyu Zhang, 2021. "Evaluating the Dominant Controls of Water Erosion in Three Dry Valley Types Using the RUSLE and Geodetector Method," Land, MDPI, vol. 10(12), pages 1-16, November.
    10. Maomao Zhang & Abdulla-Al Kafy & Bing Ren & Yanwei Zhang & Shukui Tan & Jianxing Li, 2022. "Application of the Optimal Parameter Geographic Detector Model in the Identification of Influencing Factors of Ecological Quality in Guangzhou, China," Land, MDPI, vol. 11(8), pages 1-20, August.
    11. Chia-Chi Sun & Shih-Chi Chang, 2021. "An Assessment Framework for Solar Cell Material Based on a Modified Fuzzy DEMATEL Approach," Energies, MDPI, vol. 14(18), pages 1-17, September.
    12. Morteza Maleki & Mohsen Bahrami & Monica Menendez & Jose Balsa-Barreiro, 2022. "Social Behavior and COVID-19: Analysis of the Social Factors behind Compliance with Interventions across the United States," IJERPH, MDPI, vol. 19(23), pages 1-26, November.
    13. Qian, Zhu, 2019. "Displaced villagers’ adaptation in concentrated resettlement community: A case study of Nanjing, China," Land Use Policy, Elsevier, vol. 88(C).
    14. Garima Jain & Amir Bashir Bazaz, 2020. "A Multi-Scalar Approach for Assessing Costs and Benefits of Risk Reduction Alternatives for the People and the City: Cases of Three Resettlements in Visakhapatnam, India," Sustainability, MDPI, vol. 12(15), pages 1-30, July.
    15. Qidong Huang & Jiajun Xu & Hua Qin & Xinyu Gao, 2018. "Understanding Land Use and Rural Development in the National Scheme of Village Relocation and Urbanization in China: A Case Study of Two Villages in Jiangsu Province," Sustainability, MDPI, vol. 10(9), pages 1-13, September.
    16. Carballosa, Alejandro & Balsa-Barreiro, José & Boullosa, Pablo & Garea, Adrián & Mira, Jorge & Miramontes, Ángel & Muñuzuri, Alberto P., 2022. "Assessing the risk of pandemic outbreaks across municipalities with mathematical descriptors based on age and mobility restrictions," Chaos, Solitons & Fractals, Elsevier, vol. 160(C).
    17. Shixian Xu & Xinjun Wang & Xiaofei Ma & Shenghan Gao, 2023. "Risk Assessment and Prediction of Soil Water Erosion on the Middle Northern Slope of Tianshan Mountain," Sustainability, MDPI, vol. 15(6), pages 1-14, March.
    18. S. M. Amin Hosseini & Rama Ghalambordezfooly & Albert de la Fuente, 2022. "Sustainability Model to Select Optimal Site Location for Temporary Housing Units: Combining GIS and the MIVES–Knapsack Model," Sustainability, MDPI, vol. 14(8), pages 1-23, April.
    19. Bisrat Teklesilassie Yazew & Getachew Kassa, 2024. "Social structure and clan group networks of Afar pastorals along the Lower Awash Valley," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-20, December.
    20. Sara Hamideh & Jane Rongerude, 2018. "Social vulnerability and participation in disaster recovery decisions: public housing in Galveston after Hurricane Ike," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 93(3), pages 1629-1648, September.

    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:14:y:2022:i:14:p:8365-:d:858333. 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.