Publication:
Understanding Transport Resilience: Assessment Approaches and Tools

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2025-12-23
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2026-01-06
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The report highlights two emerging tools that reflect recent advancements in the cost efficiency of resilience analysis. The Global Resilience Index (GRI), developed by the University of Oxford and widely applied by World Bank transport teams, is an open-source geospatial model that facilitates rapid, low-cost vulnerability assessments using open data. Its application in the Kyrgyz Republic and Nigeria demonstrates how the GRI can effectively screen road networks, identify priority segments, and support policy dialogue and the development of Country Climate Development Reports in contexts where data and resources are limited. The report also highlights the Hazard & Risk Multi-Regional Assessment (HARMA) model, developed by the World Bank transport team. This model supports more in-depth analysis by assessing climate impacts on network performance, estimating economic losses from disruptions, and comparing adaptation options using cost-benefit metrics. A Pakistan case study illustrates how the HARMA model can be applied to prioritize investments, and provide economic justification for resilience interventions.
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Xiong, Jing; Sulikova, Simona; Pedroso, Frederico Ferreira Fonseca; Keou, Oceane. 2025. Understanding Transport Resilience: Assessment Approaches and Tools. © World Bank. http://hdl.handle.net/10986/44125 License: CC BY-NC 3.0 IGO.
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