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Comprehensive Assessment of Geopolitical Risk in the Himalayan Region Based on the Grid Scale

Author

Listed:
  • Shihai Wu

    (College of Resources and Environment, Southwest University, Chongqing 400716, China)

  • Yili Zhang

    (Key Laboratory of Land Surface Pattern and Simulation, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China
    University of Chinese Academy of Sciences, Beijing 100049, China
    CAS Center for Excellence in Tibetan Plateau Earth Sciences, Beijing 100101, China)

  • Jianzhong Yan

    (College of Resources and Environment, Southwest University, Chongqing 400716, China)

Abstract

The Himalayan region serves as a land bridge between China and South Asia but is vulnerable to geopolitical factors. It is important to conduct geopolitical risk assessments to facilitate the restoration and construction of traditional trade routes in the Himalayan region. Based on multisource natural, political, and socioeconomic data, we selected 12 indicators, including topographic relief, landslide risk, multi-hazard index, population density, territorial disputes, conflict risk, corruption perception index, transboundary water disputed risk, night light index, GDP, accessibility, and economic freedom, to assess these risks. A comprehensive assessment of the geopolitical risk in the Himalayan region is presented using the random forest (RF) model, analytic hierarchy process (AHP), entropy weight method, and AHP-entropy weight method. The results indicated that the geopolitical risk in the Himalayan region is generally high in the north and low in the south, with high level of risk primarily concentrated in the Kashmir valley and south, south-central Nepal and southern Tibet, and low level of risk mainly concentrated in the Bhutan and Tibet border areas of China. The high likelihood of natural risk is largely concentrated in the Indian states of Himachal Pradesh and Uttarakhand, Nepal, southeastern Bhutan, and southern Tibet. Significant political risk is mostly confined to the Kashmir valley and its south, while economic risk is mostly concentrated in Khyber-Pakhtunkhwa of Pakistan, Pakistani-administered regions of Kashmir, and Nepal. Geopolitical risk assessment based on the grid scale can better reveal and portray the spatial distribution of geopolitical risk in the Himalayan region and provide a basis for the restoration and construction of traditional trade routes in this region. According to the results of the geopolitical risk assessment, it is recommended that priority be given to construction in areas of relatively low risk, such as those close to Burang Country and Mustang, and that integrated planning be carried out for the restoration and construction of the predominantly low-risk trade routes between China and Bhutan, with further comprehensive analysis of each route conducted in conjunction with field surveys and proposed construction and control strategies.

Suggested Citation

  • Shihai Wu & Yili Zhang & Jianzhong Yan, 2022. "Comprehensive Assessment of Geopolitical Risk in the Himalayan Region Based on the Grid Scale," Sustainability, MDPI, vol. 14(15), pages 1-20, August.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:15:p:9743-:d:882846
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    1. Stephen J Kobrin, 1979. "Political Risk: A Review and Reconsideration," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 10(1), pages 67-80, March.
    2. Dario Caldara & Matteo Iacoviello, 2022. "Measuring Geopolitical Risk," American Economic Review, American Economic Association, vol. 112(4), pages 1194-1225, April.
    3. Feng, Yuhao & Wu, Shufan & Wu, Peixin & Su, Shiliang & Weng, Min & Bian, Meng, 2018. "Spatiotemporal characterization of megaregional poly-centrality: Evidence for new urban hypotheses and implications for polycentric policies," Land Use Policy, Elsevier, vol. 77(C), pages 712-731.
    4. Busse, Matthias & Hefeker, Carsten, 2007. "Political risk, institutions and foreign direct investment," European Journal of Political Economy, Elsevier, vol. 23(2), pages 397-415, June.
    5. Fatemeh Zahedi, 1986. "The Analytic Hierarchy Process---A Survey of the Method and its Applications," Interfaces, INFORMS, vol. 16(4), pages 96-108, August.
    6. Robert F. Engle & Susana Campos-Martins, 2020. "Measuring and Hedging Geopolitical Risk," NIPE Working Papers 08/2020, NIPE - Universidade do Minho.
    7. D. J. Weiss & A. Nelson & H. S. Gibson & W. Temperley & S. Peedell & A. Lieber & M. Hancher & E. Poyart & S. Belchior & N. Fullman & B. Mappin & U. Dalrymple & J. Rozier & T. C. D. Lucas & R. E. Howes, 2018. "A global map of travel time to cities to assess inequalities in accessibility in 2015," Nature, Nature, vol. 553(7688), pages 333-336, January.
    8. Muñoz, Beatriz & García-Verdugo, Javier & San-Martín, Enrique, 2015. "Quantifying the geopolitical dimension of energy risks: A tool for energy modelling and planning," Energy, Elsevier, vol. 82(C), pages 479-500.
    9. Asamoah, Michael Effah & Adjasi, Charles K.D. & Alhassan, Abdul Latif, 2016. "Macroeconomic uncertainty, foreign direct investment and institutional quality: Evidence from Sub-Saharan Africa," Economic Systems, Elsevier, vol. 40(4), pages 612-621.
    10. Caetano, José & Caleiro, António, 2009. "Economic Freedom and Foreign Direct Investment -- How different are the MENA countries from the EU?," EconStor Preprints 144148, ZBW - Leibniz Information Centre for Economics.
    11. Mengmeng Hao & Jingying Fu & Dong Jiang & Fangyu Ding & Shuai Chen, 2020. "Simulating the Linkages Between Economy and Armed Conflict in India With a Long Short‐Term Memory Algorithm," Risk Analysis, John Wiley & Sons, vol. 40(6), pages 1139-1150, June.
    12. Xiaohui Sun & Jianbo Gao & Bin Liu & Zhenzhen Wang, 2021. "Big Data-Based Assessment of Political Risk along the Belt and Road," Sustainability, MDPI, vol. 13(7), pages 1-20, April.
    13. Chen, Stephen, 2017. "Profiting from FDI in conflict zones," Journal of World Business, Elsevier, vol. 52(6), pages 760-768.
    14. Vaidya, Omkarprasad S. & Kumar, Sushil, 2006. "Analytic hierarchy process: An overview of applications," European Journal of Operational Research, Elsevier, vol. 169(1), pages 1-29, February.
    15. Cullen S. Hendrix, 2019. "Keeping Up with the Future: Upgrading Forecasts of Political Instability and Geopolitical Risk," Policy Briefs PB19-10, Peterson Institute for International Economics.
    16. Yuxin Zhu & Dazuo Tian & Feng Yan, 2020. "Effectiveness of Entropy Weight Method in Decision-Making," Mathematical Problems in Engineering, Hindawi, vol. 2020, pages 1-5, March.
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    1. Wei Hu & Yue Shan & Yun Deng & Ningning Fu & Jian Duan & Haining Jiang & Jianzhen Zhang, 2023. "Geopolitical Risk Evolution and Obstacle Factors of Countries along the Belt and Road and Its Types Classification," IJERPH, MDPI, vol. 20(2), pages 1-24, January.

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