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A framework to assess quality and uncertainty in disaster loss data

Author

Listed:
  • Xavier Romão

    (University of Porto)

  • Esmeralda Paupério

    (University of Porto)

Abstract

There is a growing interest in the systematic and consistent collection of disaster loss data for different applications. Therefore, the collected data must follow a set of technical requirements to guarantee its usefulness. One of those requirements is the availability of a measure of the uncertainty in the collected data to express its quality for a given purpose. Many of the existing disaster loss databases do not provide such uncertainty/quality measures due to the lack of a simple and consistent approach to express uncertainty. After reviewing existing literature on the subject, a framework to express the uncertainty in disaster loss data is proposed. This framework builds on an existing uncertainty classification that was updated and combined with an existing method for data characterization. The proposed approach is able to establish a global score that reflects the overall uncertainty in a certain loss indicator and provides a measure of its quality.

Suggested Citation

  • Xavier Romão & Esmeralda Paupério, 2016. "A framework to assess quality and uncertainty in disaster loss data," 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. 83(2), pages 1077-1102, September.
    • Handle: RePEc:spr:nathaz:v:83:y:2016:i:2:d:10.1007_s11069-016-2364-3
    DOI: 10.1007/s11069-016-2364-3
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    1. Paul K. J. Han & William M. P. Klein & Neeraj K. Arora, 2011. "Varieties of Uncertainty in Health Care," Medical Decision Making, , vol. 31(6), pages 828-838, November.
    2. Harmsen - van Hout, Marjolein J.W. & Dellaert, Benedict G.C. & Herings, P. Jean-Jacques, 2016. "Heuristic decision making in network linking," European Journal of Operational Research, Elsevier, vol. 251(1), pages 158-170.
    3. Adam Smith & Jessica Matthews, 2015. "Quantifying uncertainty and variable sensitivity within the US billion-dollar weather and climate disaster cost estimates," 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. 77(3), pages 1829-1851, July.
    4. Jidong Wu & Ning Li & Stéphane Hallegatte & Peijun Shi & Aijun Hu & Xueqin Liu, 2012. "Regional indirect economic impact evaluation of the 2008 Wenchuan Earthquake," Post-Print hal-00716669, HAL.
    5. Stéphane Hallegatte, 2008. "An adaptive regional input-output model and its application to the assessment of the economic cost of Katrina," Post-Print hal-00716550, HAL.
    6. F. Vinet & D. Lumbroso & S. Defossez & L. Boissier, 2012. "A comparative analysis of the loss of life during two recent floods in France: the sea surge caused by the storm Xynthia and the flash flood in Var," 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. 61(3), pages 1179-1201, April.
    7. Angelika Wirtz & Wolfgang Kron & Petra Löw & Markus Steuer, 2014. "The need for data: natural disasters and the challenges of database management," 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. 70(1), pages 135-157, January.
    8. S. Lorenz & S. Dessai & J. Paavola & P. Forster, 2015. "The communication of physical science uncertainty in European National Adaptation Strategies," Climatic Change, Springer, vol. 132(1), pages 143-155, September.
    9. Yasuhide Okuyama & Joost R. Santos, 2014. "Disaster Impact And Input--Output Analysis," Economic Systems Research, Taylor & Francis Journals, vol. 26(1), pages 1-12, March.
    10. Ides Boone & Yves Van der Stede & Jeroen Dewulf & Winy Messens & Marc Aerts & Georges Daube & Koen Mintiens, 2010. "NUSAP: a method to evaluate the quality of assumptions in quantitative microbial risk assessment," Journal of Risk Research, Taylor & Francis Journals, vol. 13(3), pages 337-352, April.
    11. Quinn A. W. Keefer, 2016. "Rank-Based Groupings and Decision Making," Journal of Sports Economics, , vol. 17(7), pages 748-762, October.
    12. Goddard, John & Wilson, John O. S., 2016. "Banking: A Very Short Introduction," OUP Catalogue, Oxford University Press, number 9780199688920.
    13. William H.J. Hubbard, 2016. "Sinking Costs to Force or Deter Settlement," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 32(3), pages 545-585.
    14. Adam Smith & Richard Katz, 2013. "US billion-dollar weather and climate disasters: data sources, trends, accuracy and biases," 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. 67(2), pages 387-410, June.
    15. -, 2003. "Handbook for estimating the socio-economic and environmental effects of disasters," Libros y Documentos Institucionales, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 2782 edited by Eclac.
    16. Maxx Dilley & Robert S. Chen & Uwe Deichmann & Arthur L. Lerner-Lam & Margaret Arnold, 2005. "Natural Disaster Hotspots: A Global Risk Analysis," World Bank Publications - Books, The World Bank Group, number 7376, December.
    17. Anthi-Eirini Vozinaki & George Karatzas & Ioannis Sibetheros & Emmanouil Varouchakis, 2015. "An agricultural flash flood loss estimation methodology: the case study of the Koiliaris basin (Greece), February 2003 flood," 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. 79(2), pages 899-920, November.
    18. H. Christopher Frey & David E. Burmaster, 1999. "Methods for Characterizing Variability and Uncertainty: Comparison of Bootstrap Simulation and Likelihood‐Based Approaches," Risk Analysis, John Wiley & Sons, vol. 19(1), pages 109-130, February.
    19. Sigel, Katja & Klauer, Bernd & Pahl-Wostl, Claudia, 2010. "Conceptualising uncertainty in environmental decision-making: The example of the EU water framework directive," Ecological Economics, Elsevier, vol. 69(3), pages 502-510, January.
    20. Ascough, J.C. & Maier, H.R. & Ravalico, J.K. & Strudley, M.W., 2008. "Future research challenges for incorporation of uncertainty in environmental and ecological decision-making," Ecological Modelling, Elsevier, vol. 219(3), pages 383-399.
    21. Olivier Gu'eant, 2016. "Optimal market making," Papers 1605.01862, arXiv.org, revised May 2017.
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