A globally applicable framework for compound flood hazard modeling
-
Published:2023-02-27
Issue:2
Volume:23
Page:823-846
-
ISSN:1684-9981
-
Container-title:Natural Hazards and Earth System Sciences
-
language:en
-
Short-container-title:Nat. Hazards Earth Syst. Sci.
Author:
Eilander DirkORCID, Couasnon AnaïsORCID, Leijnse TimORCID, Ikeuchi HiroakiORCID, Yamazaki Dai, Muis SanneORCID, Dullaart JobORCID, Haag Arjen, Winsemius Hessel C.ORCID, Ward Philip J.
Abstract
Abstract. Coastal river deltas are susceptible to flooding from pluvial,
fluvial, and coastal flood drivers. Compound floods, which result from the
co-occurrence of two or more of these drivers, typically exacerbate impacts
compared to floods from a single driver. While several global flood models
have been developed, these do not account for compound flooding. Local-scale
compound flood models provide state-of-the-art analyses but are hard to
scale to other regions as these typically are based on local datasets.
Hence, there is a need for globally applicable compound flood hazard
modeling. We develop, validate, and apply a framework for compound flood
hazard modeling that accounts for interactions between all drivers. It
consists of the high-resolution 2D hydrodynamic Super-Fast INundation of CoastS (SFINCS) model, which is
automatically set up from global datasets and coupled with a global
hydrodynamic river routing model and a global surge and tide model. To test
the framework, we simulate two historical compound flood events, Tropical
Cyclone Idai and Tropical Cyclone Eloise in the Sofala province of Mozambique, and compare
the simulated flood extents to satellite-derived extents on multiple days
for both events. Compared to the global CaMa-Flood model, the
globally applicable model generally performs better in terms of the critical
success index (−0.01–0.09) and hit rate (0.11–0.22) but worse in
terms of the false-alarm ratio (0.04–0.14). Furthermore, the simulated flood
depth maps are more realistic due to better floodplain connectivity and
provide a more comprehensive picture as direct coastal flooding and pluvial flooding
are simulated. Using the new framework, we determine the dominant flood
drivers and transition zones between flood drivers. These vary significantly
between both events because of differences in the magnitude of and time lag
between the flood drivers. We argue that a wide range of plausible events
should be investigated to obtain a robust understanding of compound flood
interactions, which is important to understand for flood adaptation,
preparedness, and response. As the model setup and coupling is automated,
reproducible, and globally applicable, the presented framework is a
promising step forward towards large-scale compound flood hazard modeling.
Funder
Aard- en Levenswetenschappen, Nederlandse Organisatie voor Wetenschappelijk Onderzoek Horizon 2020
Publisher
Copernicus GmbH
Subject
General Earth and Planetary Sciences
Reference119 articles.
1. Aerts, J. P. M., Uhlemann-Elmer, S., Eilander, D., and Ward, P. J.: Comparison of estimates of global flood models for flood hazard and exposed gross domestic product: a China case study, Nat. Hazards Earth Syst. Sci., 20, 3245–3260, https://doi.org/10.5194/nhess-20-3245-2020, 2020. 2. Alfieri, L., Salamon, P., Bianchi, A., Neal, J. C., Bates, P. D., and Feyen,
L.: Advances in pan-European flood hazard mapping, Hydrol. Process., 28,
4067–4077, https://doi.org/10.1002/hyp.9947, 2014. 3. Alfieri, L., Bisselink, B., Dottori, F., Naumann, G., de Roo, A., Salamon,
P., Wyser, K., and Feyen, L.: Global projections of river flood risk in a
warmer world, Earth's Future, 5, 171–182,
https://doi.org/10.1002/2016EF000485, 2017. 4. Allen, G. H. and Pavelsky, T. M.: Global extent of rivers and streams,
Science, 361, 585–588, https://doi.org/10.1126/science.aat0636, 2018. 5. Andreadis, K. M., Schumann, G. J.-P., and Pavelsky, T. M.: A simple global
river bankfull width and depth database, Water Resour. Res., 49, 7164–7168,
https://doi.org/10.1002/wrcr.20440, 2013.
Cited by
27 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
|
|