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Multihazard Scenarios for Analysis of Compound Extreme Events.

Authors :
Sadegh, Mojtaba
Moftakhari, Hamed
Gupta, Hoshin V.
Ragno, Elisa
Mazdiyasni, Omid
Sanders, Brett
Matthew, Richard
AghaKouchak, Amir
Source :
Geophysical Research Letters; 6/16/2018, Vol. 45 Issue 11, p5470-5480, 11p
Publication Year :
2018

Abstract

Abstract: Compound extremes correspond to events with multiple concurrent or consecutive drivers (e.g., ocean and fluvial flooding, drought, and heat waves) leading to substantial impacts such as infrastructure failure. In many risk assessment and design applications, however, multihazard scenarios of extremes and compound events are ignored. In this paper, we review the existing multivariate design and hazard scenario concepts and introduce a novel copula‐based weighted average threshold scenario for an expected event with multiple drivers. The model can be used for obtaining multihazard design and risk assessment scenarios and their corresponding likelihoods. The proposed model offers uncertainty ranges of most likely compound hazards using Bayesian inference. We show that the uncertainty ranges of design quantiles might be large and may differ significantly from one copula model to the other. We also demonstrate that the choice of marginal and copula functions may profoundly impact the multihazard design values. A robust analysis should account for these uncertainties within and between multivariate models that translate into multihazard design quantiles. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00948276
Volume :
45
Issue :
11
Database :
Complementary Index
Journal :
Geophysical Research Letters
Publication Type :
Academic Journal
Accession number :
130361262
Full Text :
https://doi.org/10.1029/2018GL077317