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A novel framework for risk assessment and resilience of critical infrastructure towards climate change

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  • Kumar, Nikhil
  • Poonia, Vikas
  • Gupta, B.B.
  • Goyal, Manish Kumar

Abstract

The persistent extreme weather events (floods, droughts, heatwaves, etc.) are increasing the risks towards critical infrastructure (C.I). Therefore, it is essential to enhance the resilience of our C.I to withstand such events in the present and future. Here, a review of current and projected impacts of climate change is conducted on extreme events and on possible implications on C.I is carried out, which suggests that such events can have a severe impact on C.Is. Also, two studies on the behaviour of precipitation extremes and temporal evolution of drought across India are carried out, taking into account the corresponding impacts on C.Is. It indicated that north-western, north-eastern westernmost regions and western Ghats are highly susceptible to floods and northern, central-eastern, western, and central regions are prone towards co-occurrence of floods and droughts. Also, a case study on Kharif paddy yield forecasting using different machine learning (ML) models is carried out, where the random forest was found to be the most suitable model for yield prediction. Finally, we put forward a robust framework for risk assessment and improving the resilience of C.Is based upon the principles of flexibility, diversity, and industrial ecology, incorporating both short-term and long-term impacts of climate risk.

Suggested Citation

  • Kumar, Nikhil & Poonia, Vikas & Gupta, B.B. & Goyal, Manish Kumar, 2021. "A novel framework for risk assessment and resilience of critical infrastructure towards climate change," Technological Forecasting and Social Change, Elsevier, vol. 165(C).
    • Handle: RePEc:eee:tefoso:v:165:y:2021:i:c:s0040162520313585
    DOI: 10.1016/j.techfore.2020.120532
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    References listed on IDEAS

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    7. Yu, Hongxin & Zhao, Yuanjun & Liu, Zheng & Liu, Wei & Zhang, Shuai & Wang, Fatao & Shi, Lihua, 2021. "Research on the financing income of supply chains based on an E-commerce platform," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
    8. Seol A. Kwon, 2022. "Where Does an Individual’s Willingness to Act on Alleviating the Climate Crisis in Korea Arise from?," Sustainability, MDPI, vol. 14(11), pages 1-17, May.
    9. Pornpit Wongthongtham & Bilal Abu-Salih & Jeff Huang & Hemixa Patel & Komsun Siripun, 2023. "A Multi-Criteria Analysis Approach to Identify Flood Risk Asset Damage Hotspots in Western Australia," Sustainability, MDPI, vol. 15(7), pages 1-30, March.
    10. Hinge, Gilbert & Surampalli, Rao Y. & Goyal, Manish Kumar & Gupta, Brij B. & Chang, Xiaojun, 2021. "Soil carbon and its associate resilience using big data analytics: For food Security and environmental management," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
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