Flood damage functions based on a single physics- and data-based impact parameter that jointly accounts for water depth and velocity

•A non-dimensional physics- and data-based parameter is introduced to measure flood hazard.•It accounts for flow depth and velocity and encompasses the concepts of energy and momentum.•It enhances traditional models and allows reconciling previous results in a unique general form.•Relative damage fu...

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Published inJournal of hydrology (Amsterdam) Vol. 607; p. 127485
Main Authors Lazzarin, Tommaso, Viero, Daniele P., Molinari, Daniela, Ballio, Francesco, Defina, Andrea
Format Journal Article
LanguageEnglish
Published Elsevier B.V 01.04.2022
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ISSN0022-1694
1879-2707
DOI10.1016/j.jhydrol.2022.127485

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Summary:•A non-dimensional physics- and data-based parameter is introduced to measure flood hazard.•It accounts for flow depth and velocity and encompasses the concepts of energy and momentum.•It enhances traditional models and allows reconciling previous results in a unique general form.•Relative damage functions are obtained using a mixed deterministic-probabilistic approach.•The effectiveness of the method is proved by application to people, vehicles, and buildings. Direct flood damage is commonly assessed using damage models (i.e., vulnerability functions and fragility curves), which describe the relationship between hazard, vulnerability, and the (probability of) damage for items exposed to floods. In this paper, we introduce a non-dimensional impact parameter that, according to the physics of damage mechanisms and/or tuned on field or lab data, combines water depth and flow velocity in a general and flexible form. We then suggest a general approach to assess relative damage functions for items of different nature, subject to either progressive or on–off damage processes. The proposed method enhances traditional tools that use inundation depth as the main (or only) explicative variable, and allows recasting the results from previous studies in an elegant, flexible and unique form. Compared to multivariate models that link flow variables to damage directly, the physics-based approach allows for an intelligible assessment of flood hazard and the associated damage, even in case of scarce or sparse data. The proposed impact parameter and the related procedure to assess the relative damage functions are applied to different kinds of exposed items (people, vehicles, and buildings), demonstrating the general applicability and validity of the proposed method.
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ISSN:0022-1694
1879-2707
DOI:10.1016/j.jhydrol.2022.127485