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Enhancing Risk Analysis toward a Landscape Digital Twin Framework: A Multi-Hazard Approach in the Context of a Socio-Economic Perspective

Author

Listed:
  • Francesca Maria Ugliotti

    (Department of Structural, Geotechnical and Building Engineering, Politecnico di Torino, 10129 Turin, Italy)

  • Anna Osello

    (Department of Structural, Geotechnical and Building Engineering, Politecnico di Torino, 10129 Turin, Italy)

  • Muhammad Daud

    (Department of Structural, Geotechnical and Building Engineering, Politecnico di Torino, 10129 Turin, Italy)

  • Ozan Onur Yilmaz

    (Department of Structural, Geotechnical and Building Engineering, Politecnico di Torino, 10129 Turin, Italy)

Abstract

In the last decades, climate and environmental changes have highlighted the fragility and vulnerability of the landscape, especially in mountain areas where the effects are most severe. This study promotes the methodological setup of a landscape digital twin to establish a multi-disciplinary and multi-scalar hazard overview according to a matrix framework implementable over time and space. The original contribution to the research addresses a holistic vision that combines meaningfully qualitative with quantitative approaches within a multi-hazard framework from the socio-economic perspective. This contribution presents road network risk analysis by exploiting flooding and landslide scenarios. The critical road segments or nodes most vulnerable or impacted by network performance and accessibility can be identified with minimal preprocessing from credible open-source sources. Service maps are used to show the spatial distribution of risk scores for different typologies of points of interest and hazards. Origin-destination matrix graphs display changes in travel time between facilities under various scenarios. Using a risk scores formula to generate risk maps has made it possible to effectively represent the interconnectedness among natural hazards, infrastructure, and socio-economic factors, fostering more resilient decision-making processes. The method’s applicability is tested through a case study in northern Italy’s Piedmont Region.

Suggested Citation

  • Francesca Maria Ugliotti & Anna Osello & Muhammad Daud & Ozan Onur Yilmaz, 2023. "Enhancing Risk Analysis toward a Landscape Digital Twin Framework: A Multi-Hazard Approach in the Context of a Socio-Economic Perspective," Sustainability, MDPI, vol. 15(16), pages 1-25, August.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:16:p:12429-:d:1218140
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    References listed on IDEAS

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    1. Lex Drennan & Jim McGowan & Anne Tiernan, 2016. "Integrating Recovery within a Resilience Framework: Empirical Insights and Policy Implications from Regional Australia," Politics and Governance, Cogitatio Press, vol. 4(4), pages 74-86.
    2. Eduardo Rodriguez-Oreggia & Alejandro De La Fuente & Rodolfo De La Torre & Hector A. Moreno, 2013. "Natural Disasters, Human Development and Poverty at the Municipal Level in Mexico," Journal of Development Studies, Taylor & Francis Journals, vol. 49(3), pages 442-455, March.
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    1. Muhammad Daud & Francesca Maria Ugliotti & Anna Osello, 2024. "Comprehensive Analysis of the Use of Web-GIS for Natural Hazard Management: A Systematic Review," Sustainability, MDPI, vol. 16(10), pages 1-25, May.

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