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Border-independent multi-functional, multi-hazard exposure modelling in Alpine regions

Author

Listed:
  • M. Pittore

    (EURAC Research)

  • P. Campalani

    (EURAC Research)

  • K. Renner

    (EURAC Research)

  • M. Plörer

    (Federal Research and Training Centre for Forests, Natural Hazards and Landscape (BFW))

  • F. Tagliavini

    (ARPA Veneto)

Abstract

Extreme hydrometeorological events such as the 2018 Vaia storm increasingly threaten alpine regions with multiple hazards often compounded and with cascading effects. Currently available risk assessment and prevention tools may therefore prove inadequate, particularly for transborder and vulnerable mountain areas, calling for comprehensive multi-hazard and transdisciplinary approaches. In particular, the exposed assets should not anymore be considered a sheer collection of static items, but the models should also reflect functional features. In this paper, we propose an integrated approach to multi-hazard exposure modelling including both static and functional components. The model is based on a homogeneous planar tessellation composed of hexagonal cells and a graph-like structure which describes the functional connections among the cells. To exemplify the methodology, a combination of static (buildings, protective forests), dynamic (population) and functional (road-based transport system) components has been considered together, targeting a ca. 10,000 km2 region across Italy and Austria. A cell-based aggregation at 250 m resolution and an innovative graph-based simplification allow for a good trade-off between the complexity of the model and its computational efficiency for risk-related applications. Furthermore, aggregation ensures protection of sensitive data at a scale still useful for civil protection. The resulting model can be used for different applications including scenario-based risk analysis and numeric simulation, probabilistic risk assessment, impact forecasting and early warning.

Suggested Citation

  • M. Pittore & P. Campalani & K. Renner & M. Plörer & F. Tagliavini, 2023. "Border-independent multi-functional, multi-hazard exposure modelling in Alpine regions," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 119(2), pages 837-858, November.
  • Handle: RePEc:spr:nathaz:v:119:y:2023:i:2:d:10.1007_s11069-023-06134-3
    DOI: 10.1007/s11069-023-06134-3
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    References listed on IDEAS

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    1. Lam, Juan Carlos & Adey, Bryan T. & Heitzler, Magnus & Hackl, Jürgen & Gehl, Pierre & van Erp, Noel & D'Ayala, Dina & van Gelder, Pieter & Hurni, Lorenz, 2018. "Stress tests for a road network using fragility functions and functional capacity loss functions," Reliability Engineering and System Safety, Elsevier, vol. 173(C), pages 78-93.
    2. Mario Raffa & Alfredo Reder & Gian Franco Marras & Marco Mancini & Gabriella Scipione & Monia Santini & Paola Mercogliano, 2021. "VHR-REA_IT Dataset: Very High Resolution Dynamical Downscaling of ERA5 Reanalysis over Italy by COSMO-CLM," Data, MDPI, vol. 6(8), pages 1-15, August.
    3. Argyroudis, Sotirios A. & Mitoulis, Stergios Α. & Winter, Mike G. & Kaynia, Amir M., 2019. "Fragility of transport assets exposed to multiple hazards: State-of-the-art review toward infrastructural resilience," Reliability Engineering and System Safety, Elsevier, vol. 191(C).
    4. Birch, Colin P.D. & Oom, Sander P. & Beecham, Jonathan A., 2007. "Rectangular and hexagonal grids used for observation, experiment and simulation in ecology," Ecological Modelling, Elsevier, vol. 206(3), pages 347-359.
    5. C. Promper & T. Glade, 2016. "Multilayer-exposure maps as a basis for a regional vulnerability assessment for landslides: applied in Waidhofen/Ybbs, Austria," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 82(1), pages 111-127, May.
    6. Melanie Kappes & Margreth Keiler & Kirsten Elverfeldt & Thomas Glade, 2012. "Challenges of analyzing multi-hazard risk: a review," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 64(2), pages 1925-1958, November.
    7. Forrest R Stevens & Andrea E Gaughan & Catherine Linard & Andrew J Tatem, 2015. "Disaggregating Census Data for Population Mapping Using Random Forests with Remotely-Sensed and Ancillary Data," PLOS ONE, Public Library of Science, vol. 10(2), pages 1-22, February.
    8. Massimiliano Pittore & Marc Wieland & Kevin Fleming, 2017. "Perspectives on global dynamic exposure modelling for geo-risk assessment," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 86(1), pages 7-30, March.
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