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Applying GeoDetector to disentangle the contributions of the 4-As evaluation indicators to the spatial differentiation of coal resource security

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  • Xue, Liming
  • Li, Huaqing
  • Shen, Wenlong
  • Zhao, Xiangyi
  • Liu, Zhe
  • Zheng, Zhixue
  • Hu, Jie
  • Meng, Shuo

Abstract

The detection and attribution of spatial differentiation in coal resource security (CRS) is a prerequisite for energy governance and regional scientific decision-making. Here we constructed a 4-As framework for CRS evaluation and screened indicators, evaluated the CRS of 598 counties in the Yellow River Basin (YRB) in 2017 through the entropy-cloud model, analyzed the spatial autocorrelation of CRS, and quantified the effects of 4-As indicators on CRS using the GeoDetector method. We discovered that (1) the spatial pattern of CRS is highly consistent with the basic geographic pattern. The coal resource security indexes (CRSIs) have apparent spatial differentiation. CRS shows differences in coal endowment and circulation, supplemented by differences in economic activities and environmental impacts. (2) The CRSIs have spatial autocorrelation, and the overall agglomeration trend is apparent. Due to coal development and administrative attributes differences, the CRSI shows different agglomeration types in each county. (3) Degree in coal aggregation, etc., are the dominant indicators for spatial differentiation of CRS in the whole basin of the YRB. The factor driving forces are significantly different. The driving force of two-factor interaction is more vital than that of single-factor interaction, and the interaction type is mainly nonlinear enhancement.

Suggested Citation

  • Xue, Liming & Li, Huaqing & Shen, Wenlong & Zhao, Xiangyi & Liu, Zhe & Zheng, Zhixue & Hu, Jie & Meng, Shuo, 2023. "Applying GeoDetector to disentangle the contributions of the 4-As evaluation indicators to the spatial differentiation of coal resource security," Energy Policy, Elsevier, vol. 173(C).
    • Handle: RePEc:eee:enepol:v:173:y:2023:i:c:s0301421523000034
    DOI: 10.1016/j.enpol.2023.113418
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    as
    1. Martchamadol, Jutamanee & Kumar, S., 2013. "An aggregated energy security performance indicator," Applied Energy, Elsevier, vol. 103(C), pages 653-670.
    2. Goldthau, Andreas & Sovacool, Benjamin K., 2012. "The uniqueness of the energy security, justice, and governance problem," Energy Policy, Elsevier, vol. 41(C), pages 232-240.
    3. Yao, Lixia & Chang, Youngho, 2014. "Energy security in China: A quantitative analysis and policy implications," Energy Policy, Elsevier, vol. 67(C), pages 595-604.
    4. Matsumoto, Ken׳ichi & Andriosopoulos, Kostas, 2016. "Energy security in East Asia under climate mitigation scenarios in the 21st century," Omega, Elsevier, vol. 59(PA), pages 60-71.
    5. Ranjan, Ashish & Hughes, Larry, 2014. "Energy security and the diversity of energy flows in an energy system," Energy, Elsevier, vol. 73(C), pages 137-144.
    6. Helm, Dieter, 2002. "Energy policy: security of supply, sustainability and competition," Energy Policy, Elsevier, vol. 30(3), pages 173-184, February.
    7. Ye, Jun, 2010. "Fuzzy decision-making method based on the weighted correlation coefficient under intuitionistic fuzzy environment," European Journal of Operational Research, Elsevier, vol. 205(1), pages 202-204, August.
    8. Krane, Jim & Medlock, Kenneth B., 2018. "Geopolitical dimensions of US oil security," Energy Policy, Elsevier, vol. 114(C), pages 558-565.
    9. Michael F. Goodchild & Robert P. Haining, 2004. "GIS and spatial data analysis: Converging perspectives," Advances in Spatial Science, in: Raymond J. G. M. Florax & David A. Plane (ed.), Fifty Years of Regional Science, pages 363-385, Springer.
    10. Gong, Xu & Wang, You & Lin, Boqiang, 2021. "Assessing dynamic China’s energy security: Based on functional data analysis," Energy, Elsevier, vol. 217(C).
    11. Lin, Gang & Jiang, Dong & Fu, Jingying & Wang, Di & Li, Xiang, 2019. "A spatial shift-share decomposition of energy consumption changes in China," Energy Policy, Elsevier, vol. 135(C).
    12. Li, Jinchao & Wang, Lina & Lin, Xiaoshan & Qu, Shen, 2020. "Analysis of China’s energy security evaluation system: Based on the energy security data from 30 provinces from 2010 to 2016," Energy, Elsevier, vol. 198(C).
    13. Kruyt, Bert & van Vuuren, D.P. & de Vries, H.J.M. & Groenenberg, H., 2009. "Indicators for energy security," Energy Policy, Elsevier, vol. 37(6), pages 2166-2181, June.
    14. Zeng, Lijun & Wang, Bingcheng & Fan, Liu & Wu, Jianguo, 2016. "Analyzing sustainability of Chinese mining cities using an association rule mining approach," Resources Policy, Elsevier, vol. 49(C), pages 394-404.
    15. Meng Zhao & Xueqi Zhang & Chenxing Wang & Yu Zhao & Gang Wu, 2021. "Research on Residents’ Willingness to Pay for Promoting the Green Development of Resource-Based Cities: A Case Study in Chifeng," Sustainability, MDPI, vol. 13(5), pages 1-24, March.
    16. Yanhong Zhao & Peng Hou & Jinbao Jiang & Jun Zhai & Yan Chen & Yongcai Wang & Junjun Bai & Bing Zhang & Haitao Xu, 2021. "Coordination Study on Ecological and Economic Coupling of the Yellow River Basin," IJERPH, MDPI, vol. 18(20), pages 1-18, October.
    17. Steven W. Bradley & Jeffery S. McMullen & Kendall Artz & Edward M. Simiyu, 2012. "Capital Is Not Enough: Innovation in Developing Economies," Journal of Management Studies, Wiley Blackwell, vol. 49(4), pages 684-717, June.
    18. Wang, Qiang & Li, Rongrong, 2016. "Journey to burning half of global coal: Trajectory and drivers of China׳s coal use," Renewable and Sustainable Energy Reviews, Elsevier, vol. 58(C), pages 341-346.
    19. Yin, Jiuli & Zhu, Yan & Fan, Xinghua, 2021. "Correlation analysis of China’s carbon market and coal market based on multi-scale entropy," Resources Policy, Elsevier, vol. 72(C).
    20. Li, Yingzhu & Shi, Xunpeng & Yao, Lixia, 2016. "Evaluating energy security of resource-poor economies: A modified principle component analysis approach," Energy Economics, Elsevier, vol. 58(C), pages 211-221.
    21. Qin, Guangyu & Zhang, Meijuan & Yan, Qingyou & Xu, Chuanbo & Kammen, Daniel M., 2021. "Comprehensive evaluation of regional energy internet using a fuzzy analytic hierarchy process based on cloud model: A case in China," Energy, Elsevier, vol. 228(C).
    22. Wang, Qiang & Zhou, Kan, 2017. "A framework for evaluating global national energy security," Applied Energy, Elsevier, vol. 188(C), pages 19-31.
    23. Hunt Allcott & Daniel Keniston, 2018. "Dutch Disease or Agglomeration? The Local Economic Effects of Natural Resource Booms in Modern America," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(2), pages 695-731.
    24. Sovacool, Benjamin K. & Cooper, Christopher & Parenteau, Patrick, 2011. "From a hard place to a rock: Questioning the energy security of a coal-based economy," Energy Policy, Elsevier, vol. 39(8), pages 4664-4670, August.
    25. Bridge, Gavin & Bouzarovski, Stefan & Bradshaw, Michael & Eyre, Nick, 2013. "Geographies of energy transition: Space, place and the low-carbon economy," Energy Policy, Elsevier, vol. 53(C), pages 331-340.
    26. Yujiao Zhou & Ding Li & Weifeng Li & Dong Mei & Jianyi Zhong, 2022. "Drag Effect of Economic Growth and Its Spatial Differences under the Constraints of Resources and Environment: Empirical Findings from China’s Yellow River Basin," IJERPH, MDPI, vol. 19(5), pages 1-21, March.
    27. Chester, Lynne, 2010. "Conceptualising energy security and making explicit its polysemic nature," Energy Policy, Elsevier, vol. 38(2), pages 887-895, February.
    28. Lin, Bo-qiang & Liu, Jiang-hua, 2010. "Estimating coal production peak and trends of coal imports in China," Energy Policy, Elsevier, vol. 38(1), pages 512-519, January.
    29. Ang, B.W. & Choong, W.L. & Ng, T.S., 2015. "Energy security: Definitions, dimensions and indexes," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 1077-1093.
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