Articles | Volume 21, issue 6
https://doi.org/10.5194/nhess-21-1887-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/nhess-21-1887-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
17 Jun 2021
Research article |
| 17 Jun 2021
| 17 Jun 2021
Tsunami damage to ports: cataloguing damage to create fragility functions from the 2011 Tohoku event
Constance Ting Chua
CORRESPONDING AUTHOR
Asian School of the Environment, Nanyang Technological University,
Singapore
Earth Observatory of Singapore, Nanyang Technological University,
Singapore
Adam D. Switzer
Asian School of the Environment, Nanyang Technological University,
Singapore
Earth Observatory of Singapore, Nanyang Technological University,
Singapore
Anawat Suppasri
International Research Institute of Disaster Science, Tohoku
University, Sendai, Japan
Linlin Li
School of Earth Sciences and Engineering, Sun Yat-sen University,
Guangzhou, China
Kwanchai Pakoksung
International Research Institute of Disaster Science, Tohoku
University, Sendai, Japan
David Lallemant
Asian School of the Environment, Nanyang Technological University,
Singapore
Earth Observatory of Singapore, Nanyang Technological University,
Singapore
Susanna F. Jenkins
Asian School of the Environment, Nanyang Technological University,
Singapore
Earth Observatory of Singapore, Nanyang Technological University,
Singapore
Ingrid Charvet
Formerly Department of Statistical Science, University College
London, London, United Kingdom
Terence Chua
Asian School of the Environment, Nanyang Technological University,
Singapore
Amanda Cheong
JBA Risk Management Pte Ltd, Singapore
Nigel Winspear
Formerly SCOR Global P & C, Singapore
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E. Mas, J. Bricker, S. Kure, B. Adriano, C. Yi, A. Suppasri, and S. Koshimura
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This study divides the sea level components that contribute to extreme sea levels in the Baltic Sea into three parts: the filling state of the Baltic Sea, seiches, and storm surges. In the western part of the Baltic Sea, storm surges are the main factor, while in the central and northern parts, the filling state plays a larger role. Using a numerical model, we show that wind and air pressure are the main drivers of these events, with Atlantic sea level also playing a small role.
Lucas Terlinden-Ruhl, Anaïs Couasnon, Dirk Eilander, Gijs G. Hendrickx, Patricia Mares-Nasarre, and José A. Á. Antolínez
Nat. Hazards Earth Syst. Sci., 25, 1353–1375, https://doi.org/10.5194/nhess-25-1353-2025, https://doi.org/10.5194/nhess-25-1353-2025, 2025
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This study develops a conceptual framework that uses active learning to accelerate compound flood risk assessments. A case study of Charleston County shows that the framework achieves faster and more accurate risk quantification compared to the state-of-the-art. This win–win allows for an increase in the number of flooding parameters, which results in an 11.6 % difference in the expected annual damages. Therefore, this framework allows for more comprehensive compound flood risk assessments.
Cesare Angeli, Alberto Armigliato, Martina Zanetti, Filippo Zaniboni, Fabrizio Romano, Hafize Başak Bayraktar, and Stefano Lorito
Nat. Hazards Earth Syst. Sci., 25, 1169–1185, https://doi.org/10.5194/nhess-25-1169-2025, https://doi.org/10.5194/nhess-25-1169-2025, 2025
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To issue precise and timely tsunami alerts, detecting the propagating tsunami is fundamental. The most used instruments are pressure sensors positioned at the ocean bottom, called ocean-bottom pressure gauges (OBPGs). In this work, we study four different techniques that allow us to recognize a tsunami as soon as it is recorded by an OBPG and a methodology to calibrate them. The techniques are compared in terms of their ability to detect and characterize the tsunami wave in real time.
Kai Bellinghausen, Birgit Hünicke, and Eduardo Zorita
Nat. Hazards Earth Syst. Sci., 25, 1139–1162, https://doi.org/10.5194/nhess-25-1139-2025, https://doi.org/10.5194/nhess-25-1139-2025, 2025
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We designed a tool to predict the storm surges at the Baltic Sea coast with satisfactory predictability (80 % correct predictions), using lead times of a few days. The proportion of false warnings is typically as low as 10 % to 20 %. We were able to identify the relevant predictor regions and their patterns – such as low-pressure systems and strong winds. Due to its short computing time, the method can be used as a pre-warning system to trigger the application of more sophisticated algorithms.
Wiwin Windupranata, Muhammad Wahyu Al Ghifari, Candida Aulia De Silva Nusantara, Marsyanisa Shafa, Intan Hayatiningsih, Iyan Eka Mulia, and Alqinthara Nuraghnia
Nat. Hazards Earth Syst. Sci., 25, 1057–1069, https://doi.org/10.5194/nhess-25-1057-2025, https://doi.org/10.5194/nhess-25-1057-2025, 2025
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Batukaras is a village on the southern coast of Java that is prone to tsunami hazards. To assess the potential tsunami hazard in the area, the probabilistic tsunami hazard analysis method was employed. It resulted in tsunami heights of 0.84, 1.63, 2.97, and 5.7 m for each earthquake return period of 250, 500, 1000, and 2500 years, respectively. The largest contribution of earthquake sources comes from the West Java–Central Java megathrust segment.
Joshua Green, Ivan D. Haigh, Niall Quinn, Jeff Neal, Thomas Wahl, Melissa Wood, Dirk Eilander, Marleen de Ruiter, Philip Ward, and Paula Camus
Nat. Hazards Earth Syst. Sci., 25, 747–816, https://doi.org/10.5194/nhess-25-747-2025, https://doi.org/10.5194/nhess-25-747-2025, 2025
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Compound flooding, involving the combination or successive occurrence of two or more flood drivers, can amplify flood impacts in coastal/estuarine regions. This paper reviews the practices, trends, methodologies, applications, and findings of coastal compound flooding literature at regional to global scales. We explore the types of compound flood events, their mechanistic processes, and the range of terminology. Lastly, this review highlights knowledge gaps and implications for future practices.
Enrico Duo, Juan Montes, Marine Le Gal, Tomás Fernández-Montblanc, Paolo Ciavola, and Clara Armaroli
Nat. Hazards Earth Syst. Sci., 25, 13–39, https://doi.org/10.5194/nhess-25-13-2025, https://doi.org/10.5194/nhess-25-13-2025, 2025
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The present work, developed within the EU H2020 European Coastal Flood Awareness System (ECFAS) project, presents an approach used to estimate direct impacts of coastal flood on population, buildings, and roads along European coasts. The findings demonstrate that the ECFAS impact approach offers valuable estimates for affected populations, reliable damage assessments for buildings and roads, and improved accuracy compared to traditional grid-based approaches.
Bruno Castelle, Jeoffrey Dehez, Jean-Philippe Savy, Sylvain Liquet, and David Carayon
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2024-168, https://doi.org/10.5194/nhess-2024-168, 2024
Revised manuscript accepted for NHESS
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This paper introduces two new, simple, physics-based hazard forecast models of rip current and shore-break waves, which are the two primary natural hazards beachgoers expose themselves to in the surf zone. These models, which depend on a limited number of free parameters, accurately predict rip-current and shore-break wave hazard levels, including their modulation by tide elevation and incident wave conditions, opening new perspectives to forecast multiple surf-zone hazards on sandy beaches.
Benedikt Aschenneller, Roelof Rietbroek, and Daphne van der Wal
Nat. Hazards Earth Syst. Sci., 24, 4145–4177, https://doi.org/10.5194/nhess-24-4145-2024, https://doi.org/10.5194/nhess-24-4145-2024, 2024
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Shorelines retreat or advance in response to sea level changes, subsidence or uplift of the ground, and morphological processes (sedimentation and erosion). We show that the geometrical influence of each of these drivers on shoreline movements can be quantified by combining different remote sensing observations, including radar altimetry, lidar and optical satellite images. The focus here is to illustrate the uncertainties of these observations by comparing datasets that cover similar processes.
Alisée A. Chaigneau, Melisa Menéndez, Marta Ramírez-Pérez, and Alexandra Toimil
Nat. Hazards Earth Syst. Sci., 24, 4109–4131, https://doi.org/10.5194/nhess-24-4109-2024, https://doi.org/10.5194/nhess-24-4109-2024, 2024
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Tropical cyclones drive extreme sea levels, causing large storm surges due to low atmospheric pressure and strong winds. This study explores factors affecting the numerical modelling of storm surges induced by hurricanes in the tropical Atlantic. Two ocean models are compared and used for sensitivity experiments. ERA5 atmospheric reanalysis forcing generally improves surge estimates compared to parametric wind models. Including ocean circulations reduces errors in surge estimates in some areas.
Christopher Stokes, Timothy Poate, Gerd Masselink, Tim Scott, and Steve Instance
Nat. Hazards Earth Syst. Sci., 24, 4049–4074, https://doi.org/10.5194/nhess-24-4049-2024, https://doi.org/10.5194/nhess-24-4049-2024, 2024
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Currents at beaches with an estuary mouth have rarely been studied before. Using field measurements and computer modelling, we show that surfzone currents can be driven by both estuary flow and rip currents. We show that an estuary mouth beach can have flows reaching 1.5 m s−1 and have a high likelihood of taking bathers out of the surfzone. The river channels on the beach direct the flows, and even though they change position over time, it was possible to predict when peak hazards would occur.
Alisée A. Chaigneau, Angélique Melet, Aurore Voldoire, Maialen Irazoqui Apecechea, Guillaume Reffray, Stéphane Law-Chune, and Lotfi Aouf
Nat. Hazards Earth Syst. Sci., 24, 4031–4048, https://doi.org/10.5194/nhess-24-4031-2024, https://doi.org/10.5194/nhess-24-4031-2024, 2024
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Climate-change-induced sea level rise increases the frequency of extreme sea levels. We analyze projected changes in extreme sea levels for western European coasts produced with high-resolution models (∼ 6 km). Unlike commonly used coarse-scale global climate models, this approach allows us to simulate key processes driving coastal sea level variations, such as long-term sea level rise, tides, storm surges induced by low atmospheric surface pressure and winds, waves, and their interactions.
Joshua Kiesel, Claudia Wolff, and Marvin Lorenz
Nat. Hazards Earth Syst. Sci., 24, 3841–3849, https://doi.org/10.5194/nhess-24-3841-2024, https://doi.org/10.5194/nhess-24-3841-2024, 2024
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In October 2023, one of the strongest storm surges on record hit the southwestern Baltic Sea coast, causing severe impacts in the German federal state of Schleswig-Holstein, including dike failures. Recent studies on coastal flooding from the same region align well with the October 2023 surge, with differences in peak water levels of less than 30 cm. This rare coincidence is used to assess current capabilities and limitations of coastal flood modelling and derive key areas for future research.
Yujie Liu, Yuncheng He, Pakwai Chan, Aiming Liu, and Qijun Gao
EGUsphere, https://doi.org/10.5194/egusphere-2024-3223, https://doi.org/10.5194/egusphere-2024-3223, 2024
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Offshore wind turbines are sensitive to tropical cyclones (TCs). Wind data from Super Typhoons Mangkhut and Saola, impacting South China, are vital for design and operation. Despite Saola's higher intensity, it caused less damage. Both had concentric eyewall structures, but Saola completed an eyewall replacement before landfall, becoming more compact. Mangkhut decayed but affected a wider area. Their wind characteristics provide insights for turbine maintenance and operation.
Emmie Malika Bonilauri, Catherine Aaron, Matteo Cerminara, Raphaël Paris, Tomaso Esposti Ongaro, Benedetta Calusi, Domenico Mangione, and Andrew John Lang Harris
Nat. Hazards Earth Syst. Sci., 24, 3789–3813, https://doi.org/10.5194/nhess-24-3789-2024, https://doi.org/10.5194/nhess-24-3789-2024, 2024
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Currently on the island of Stromboli, only 4 min of warning time is available for a locally generated tsunami. We combined tsunami simulations and human exposure to complete a risk analysis. We linked the predicted inundation area and the tsunami warning signals to assess the hazard posed by future tsunamis and to design escape routes to reach safe areas and to optimise evacuation times. Such products can be used by civil protection agencies on Stromboli.
Robert McCall, Curt Storlazzi, Floortje Roelvink, Stuart G. Pearson, Roel de Goede, and José A. Á. Antolínez
Nat. Hazards Earth Syst. Sci., 24, 3597–3625, https://doi.org/10.5194/nhess-24-3597-2024, https://doi.org/10.5194/nhess-24-3597-2024, 2024
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Accurate predictions of wave-driven flooding are essential to manage risk on low-lying, reef-lined coasts. Models to provide this information are, however, computationally expensive. We present and validate a modeling system that simulates flood drivers on diverse and complex reef-lined coasts as competently as a full-physics model but at a fraction of the computational cost to run. This development paves the way for application in large-scale early-warning systems and flood risk assessments.
Laura Schaffer, Andreas Boesch, Johanna Baehr, and Tim Kruschke
EGUsphere, https://doi.org/10.5194/egusphere-2024-3144, https://doi.org/10.5194/egusphere-2024-3144, 2024
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We developed a simple yet effective model to predict storm surges in the German Bight, using wind data and a multiple linear regression approach. Trained on historical data from 1959 to 2022, our storm surge model demonstrates high predictive skill and performs as well as more complex models, despite its simplicity. It can predict both moderate and extreme storm surges, making it a valuable tool for future climate change studies.
Jean H. M. Roger and Bernard Pelletier
Nat. Hazards Earth Syst. Sci., 24, 3461–3478, https://doi.org/10.5194/nhess-24-3461-2024, https://doi.org/10.5194/nhess-24-3461-2024, 2024
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We present a catalogue of tsunamis that occurred in the Vanuatu Arc. It has been built based on the analysis of existing catalogues, historical documents, and sea-level data from five coastal tide gauges. Since 1863, 100 tsunamis of local, regional, or far-field origins have been listed; 15 of them show maximum wave amplitudes and/or run-up heights of above 1 m, and 8 are between 0.3 and 1 m. Details are provided for particular events, including debated events or events with no known origin(s).
Rashid Haider, Sajid Ali, Gösta Hoffmann, and Klaus Reicherter
Nat. Hazards Earth Syst. Sci., 24, 3279–3290, https://doi.org/10.5194/nhess-24-3279-2024, https://doi.org/10.5194/nhess-24-3279-2024, 2024
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The coastlines bordering the Arabian Sea have yielded various tsunamites reflecting its high hazard potential and recurrences. My PhD project aims at the estimation and zonation of the hazards and risks associated with. This publication is a continuation of the previous publication (Haider et al., 2023), which focused on hazard estimation through a multi-proxy approach. This part of the study estimates the risk potential through integrated tsunami inundation analysis.
Kévin Dubois, Morten Andreas Dahl Larsen, Martin Drews, Erik Nilsson, and Anna Rutgersson
Nat. Hazards Earth Syst. Sci., 24, 3245–3265, https://doi.org/10.5194/nhess-24-3245-2024, https://doi.org/10.5194/nhess-24-3245-2024, 2024
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Both extreme river discharge and storm surges can interact at the coast and lead to flooding. However, it is difficult to predict flood levels during such compound events because they are rare and complex. Here, we focus on the quantification of uncertainties and investigate the sources of limitations while carrying out such analyses at Halmstad, Sweden. Based on a sensitivity analysis, we emphasize that both the choice of data source and statistical methodology influence the results.
Sergio Padilla, Íñigo Aniel-Quiroga, Rachid Omira, Mauricio González, Jihwan Kim, and Maria A. Baptista
Nat. Hazards Earth Syst. Sci., 24, 3095–3113, https://doi.org/10.5194/nhess-24-3095-2024, https://doi.org/10.5194/nhess-24-3095-2024, 2024
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The eruption of the Hunga Tonga–Hunga Ha'apai volcano in January 2022 triggered a global phenomenon, including an atmospheric wave and a volcano-meteorological tsunami (VMT). The tsunami, reaching as far as Callao, Peru, 10 000 km away, caused significant coastal impacts. This study delves into understanding these effects, particularly on vessel mooring safety. The findings underscore the importance of enhancing early warning systems and preparing port authorities for managing such rare events.
Nikolaus Groll, Lidia Gaslikova, and Ralf Weisse
EGUsphere, https://doi.org/10.5194/egusphere-2024-2664, https://doi.org/10.5194/egusphere-2024-2664, 2024
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In recent years, the western Baltic Sea has experienced severe storm surges. By analysing the individual contributions and the total water level, these events can be put into a climate perspective. It was found that individual contributions were not exceptional in all events and no clear trend can be identified, often the combination of the individual contributions leads to the extreme events of recent years. This points to the importance of analysing composite events.
Alice Abbate, José M. González Vida, Manuel J. Castro Díaz, Fabrizio Romano, Hafize Başak Bayraktar, Andrey Babeyko, and Stefano Lorito
Nat. Hazards Earth Syst. Sci., 24, 2773–2791, https://doi.org/10.5194/nhess-24-2773-2024, https://doi.org/10.5194/nhess-24-2773-2024, 2024
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Modelling tsunami generation due to a rapid submarine earthquake is a complex problem. Under a variety of realistic conditions in a subduction zone, we propose and test an efficient solution to this problem: a tool that can compute the generation of any potential tsunami in any ocean in the world. In the future, we will explore solutions that would also allow us to model tsunami generation by slower (time-dependent) seafloor displacement.
Mithun Deb, James J. Benedict, Ning Sun, Zhaoqing Yang, Robert D. Hetland, David Judi, and Taiping Wang
Nat. Hazards Earth Syst. Sci., 24, 2461–2479, https://doi.org/10.5194/nhess-24-2461-2024, https://doi.org/10.5194/nhess-24-2461-2024, 2024
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We coupled earth system, hydrology, and hydrodynamic models to generate plausible and physically consistent ensembles of hurricane events and their associated water levels from the open coast to tidal rivers of Delaware Bay and River. Our results show that the hurricane landfall locations and the estuarine wind can significantly amplify the extreme surge in a shallow and converging system, especially when the wind direction aligns with the surge propagation direction.
Ming-Huei Chang, Yen-Chen Huang, Yu-Hsin Cheng, Chuen-Teyr Terng, Jinyi Chen, and Jyh Cherng Jan
Nat. Hazards Earth Syst. Sci., 24, 2481–2494, https://doi.org/10.5194/nhess-24-2481-2024, https://doi.org/10.5194/nhess-24-2481-2024, 2024
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Monitoring the long-term trends in sea surface warming is crucial for informed decision-making and adaptation. This study offers a comprehensive examination of prevalent trend extraction methods. We identify the least-squares regression as suitable for general tasks yet highlight the need to address seasonal signal-induced bias, i.e., the phase–distance imbalance. Our developed method, evaluated using simulated and real data, is unbiased and better than the conventional SST anomaly method.
Thomas P. Collings, Niall D. Quinn, Ivan D. Haigh, Joshua Green, Izzy Probyn, Hamish Wilkinson, Sanne Muis, William V. Sweet, and Paul D. Bates
Nat. Hazards Earth Syst. Sci., 24, 2403–2423, https://doi.org/10.5194/nhess-24-2403-2024, https://doi.org/10.5194/nhess-24-2403-2024, 2024
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Coastal areas are at risk of flooding from rising sea levels and extreme weather events. This study applies a new approach to estimating the likelihood of coastal flooding around the world. The method uses data from observations and computer models to create a detailed map of where these coastal floods might occur. The approach can predict flooding in areas for which there are few or no data available. The results can be used to help prepare for and prevent this type of flooding.
Guangsheng Zhao and Xiaojing Niu
Nat. Hazards Earth Syst. Sci., 24, 2303–2313, https://doi.org/10.5194/nhess-24-2303-2024, https://doi.org/10.5194/nhess-24-2303-2024, 2024
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The purpose of this study is to estimate the spatial distribution of the tsunami hazard in the South China Sea from the Manila subduction zone. The plate motion data are used to invert the degree of locking on the fault plane. The degree of locking is used to estimate the maximum possible magnitude of earthquakes and describe the slip distribution. A spatial distribution map of the 1000-year return period tsunami wave height in the South China Sea was obtained by tsunami hazard assessment.
Mandana Ghanavati, Ian R. Young, Ebru Kirezci, and Jin Liu
Nat. Hazards Earth Syst. Sci., 24, 2175–2190, https://doi.org/10.5194/nhess-24-2175-2024, https://doi.org/10.5194/nhess-24-2175-2024, 2024
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The paper examines the changes in shoreline position of the coast of south-east Australia over a 26-year period to determine whether changes are consistent with observed changes in ocean wave and storm surge climate. The results show that in regions where there have been significant changes in wave energy flux or wave direction, there have also been changes in shoreline position consistent with non-equilibrium longshore drift.
Ina Teutsch, Ralf Weisse, and Sander Wahls
Nat. Hazards Earth Syst. Sci., 24, 2065–2069, https://doi.org/10.5194/nhess-24-2065-2024, https://doi.org/10.5194/nhess-24-2065-2024, 2024
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We investigate buoy and radar measurement data from shallow depths in the southern North Sea. We analyze the role of solitons for the occurrence of rogue waves. This is done by computing the nonlinear soliton spectrum of each time series. In a previous study that considered a single measurement site, we found a connection between the shape of the soliton spectrum and the occurrence of rogue waves. In this study, results for two additional sites are reported.
Marc Igigabel, Marissa Yates, Michalis Vousdoukas, and Youssef Diab
Nat. Hazards Earth Syst. Sci., 24, 1951–1974, https://doi.org/10.5194/nhess-24-1951-2024, https://doi.org/10.5194/nhess-24-1951-2024, 2024
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Changes in sea levels alone do not determine the evolution of coastal hazards. Coastal hazard changes should be assessed using additional factors describing geomorphological configurations, metocean event types (storms, cyclones, long swells, and tsunamis), and the marine environment (e.g., coral reef state and sea ice extent). The assessment completed here, at regional scale including the coasts of mainland and overseas France, highlights significant differences in hazard changes.
Irene Benito, Jeroen C. J. H. Aerts, Philip J. Ward, Dirk Eilander, and Sanne Muis
EGUsphere, https://doi.org/10.5194/egusphere-2024-1354, https://doi.org/10.5194/egusphere-2024-1354, 2024
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Global flood models are key for mitigating coastal flooding impacts, yet they still have limitations to provide actionable insights locally. We present a multiscale framework that couples dynamic water level and flood models, and bridges between fully global and local modelling approaches. We apply it to three storms to present the merits of a multiscale approach. Our findings reveal that the importance of model refinements varies based on the study area characteristics and the storm’s nature.
Jani Särkkä, Jani Räihä, Mika Rantanen, and Matti Kämäräinen
Nat. Hazards Earth Syst. Sci., 24, 1835–1842, https://doi.org/10.5194/nhess-24-1835-2024, https://doi.org/10.5194/nhess-24-1835-2024, 2024
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We study the relationship between tracks of low-pressure systems and related sea level extremes. We perform the studies by introducing a method to simulate sea levels using synthetic low-pressure systems. We test the method using sites located along the Baltic Sea coast. We find high extremes, where the sea level extreme reaches up to 3.5 m. In addition, we add the maximal value of the mean level of the Baltic Sea (1 m), leading to a sea level of 4.5 m.
Alexey Androsov, Sven Harig, Natalia Zamora, Kim Knauer, and Natalja Rakowsky
Nat. Hazards Earth Syst. Sci., 24, 1635–1656, https://doi.org/10.5194/nhess-24-1635-2024, https://doi.org/10.5194/nhess-24-1635-2024, 2024
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Two numerical codes are used in a comparative analysis of the calculation of the tsunami wave due to an earthquake along the Peruvian coast. The comparison primarily evaluates the flow velocity fields in flooded areas. The relative importance of the various parts of the equations is determined, focusing on the nonlinear terms. The influence of the nonlinearity on the degree and volume of flooding, flow velocity, and small-scale fluctuations is determined.
Eric Mortensen, Timothy Tiggeloven, Toon Haer, Bas van Bemmel, Dewi Le Bars, Sanne Muis, Dirk Eilander, Frederiek Sperna Weiland, Arno Bouwman, Willem Ligtvoet, and Philip J. Ward
Nat. Hazards Earth Syst. Sci., 24, 1381–1400, https://doi.org/10.5194/nhess-24-1381-2024, https://doi.org/10.5194/nhess-24-1381-2024, 2024
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Current levels of coastal flood risk are projected to increase in coming decades due to various reasons, e.g. sea-level rise, land subsidence, and coastal urbanization: action is needed to minimize this future risk. We evaluate dykes and coastal levees, foreshore vegetation, zoning restrictions, and dry-proofing on a global scale to estimate what levels of risk reductions are possible. We demonstrate that there are several potential adaptation pathways forward for certain areas of the world.
Charlotte Lyddon, Nguyen Chien, Grigorios Vasilopoulos, Michael Ridgill, Sogol Moradian, Agnieszka Olbert, Thomas Coulthard, Andrew Barkwith, and Peter Robins
Nat. Hazards Earth Syst. Sci., 24, 973–997, https://doi.org/10.5194/nhess-24-973-2024, https://doi.org/10.5194/nhess-24-973-2024, 2024
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Recent storms in the UK, like Storm Ciara in 2020, show how vulnerable estuaries are to the combined effect of sea level and river discharge. We show the combinations of sea levels and river discharges that cause flooding in the Conwy estuary, N Wales. The results showed flooding was amplified under moderate conditions in the middle estuary and elsewhere sea state or river flow dominated the hazard. Combined sea and river thresholds can improve prediction and early warning of compound flooding.
Shuaib Rasheed, Simon C. Warder, Yves Plancherel, and Matthew D. Piggott
Nat. Hazards Earth Syst. Sci., 24, 737–755, https://doi.org/10.5194/nhess-24-737-2024, https://doi.org/10.5194/nhess-24-737-2024, 2024
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Here we use a high-resolution bathymetry dataset of the Maldives archipelago, as well as corresponding high numerical model resolution, to carry out a scenario-based tsunami hazard assessment for the entire Maldives archipelago to investigate the potential impact of plausible far-field tsunamis across the Indian Ocean at the island scale. The results indicate that several factors contribute to mitigating and amplifying tsunami waves at the island scale.
Niels J. Korsgaard, Kristian Svennevig, Anne S. Søndergaard, Gregor Luetzenburg, Mimmi Oksman, and Nicolaj K. Larsen
Nat. Hazards Earth Syst. Sci., 24, 757–772, https://doi.org/10.5194/nhess-24-757-2024, https://doi.org/10.5194/nhess-24-757-2024, 2024
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A tsunami wave will leave evidence of erosion and deposition in coastal lakes, making it possible to determine the runup height and when it occurred. Here, we use four lakes now located at elevations of 19–91 m a.s.l. close to the settlement of Saqqaq, West Greenland, to show that at least two giant tsunamis occurred 7300–7600 years ago with runup heights larger than 40 m. We infer that any tsunamis from at least nine giga-scale landslides must have happened 8500–10 000 years ago.
Elke Magda Inge Meyer and Lidia Gaslikova
Nat. Hazards Earth Syst. Sci., 24, 481–499, https://doi.org/10.5194/nhess-24-481-2024, https://doi.org/10.5194/nhess-24-481-2024, 2024
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Storm tides for eight extreme historical storms in the German Bight are modelled using sets of slightly varying atmospheric conditions from the century reanalyses. Comparisons with the water level observations from the gauges Norderney, Cuxhaven and Husum show that single members of the reanalyses are suitable for the reconstruction of extreme storms. Storms with more northerly tracks show less variability within a set and have more potential for accurate reconstruction of extreme water levels.
Clare Lewis, Tim Smyth, Jess Neumann, and Hannah Cloke
Nat. Hazards Earth Syst. Sci., 24, 121–131, https://doi.org/10.5194/nhess-24-121-2024, https://doi.org/10.5194/nhess-24-121-2024, 2024
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Meteotsunami are the result of atmospheric disturbances and can impact coastlines causing injury, loss of life, and damage to assets. This paper introduces a novel intensity index to allow for the quantification of these events at the shoreline. This has the potential to assist in the field of natural hazard assessment. It was trialled in the UK but designed for global applicability and to become a widely accepted standard in coastal planning, meteotsunami forecasting, and early warning systems.
Chu-En Hsu, Katherine A. Serafin, Xiao Yu, Christie A. Hegermiller, John C. Warner, and Maitane Olabarrieta
Nat. Hazards Earth Syst. Sci., 23, 3895–3912, https://doi.org/10.5194/nhess-23-3895-2023, https://doi.org/10.5194/nhess-23-3895-2023, 2023
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Total water levels (TWLs) induced by tropical cyclones (TCs) are among the leading hazards faced by coastal communities. Using numerical models, we examined how TWL components (surge and wave runup) along the South Atlantic Bight varied during hurricanes Matthew (2016), Dorian (2019), and Isaias (2020). Peak surge and peak wave runup were dominated by wind speeds and relative positions to TCs. The exceedance time of TWLs was controlled by normalized distances to TC and TC translation speeds.
Maude Biguenet, Eric Chaumillon, Pierre Sabatier, Antoine Bastien, Emeline Geba, Fabien Arnaud, Thibault Coulombier, and Nathalie Feuillet
Nat. Hazards Earth Syst. Sci., 23, 3761–3788, https://doi.org/10.5194/nhess-23-3761-2023, https://doi.org/10.5194/nhess-23-3761-2023, 2023
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This work documents the impact of Hurricane Irma (2017) on the Codrington barrier and lagoon on Barbuda Island. Irma caused two wide breaches in the sandy barrier, which remained unopened for 250 years. The thick and extensive sand sheet at the top of the lagoon fill was attributed to Irma. This unique deposit in a 3700-year record confirms Irma's exceptional character. This case study illustrates the consequences of high-intensity hurricanes in low-lying islands in a global warming context.
Leigh Richard MacPherson, Arne Arns, Svenja Fischer, Fernando Javier Méndez, and Jürgen Jensen
Nat. Hazards Earth Syst. Sci., 23, 3685–3701, https://doi.org/10.5194/nhess-23-3685-2023, https://doi.org/10.5194/nhess-23-3685-2023, 2023
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Efficient adaptation planning for coastal flooding caused by extreme sea levels requires accurate assessments of the underlying hazard. Tide-gauge data alone are often insufficient for providing the desired accuracy but may be supplemented with historical information. We estimate extreme sea levels along the German Baltic coast and show that relying solely on tide-gauge data leads to underestimations. Incorporating historical information leads to improved estimates with reduced uncertainties.
Anne Margaret H. Smiley, Suzanne P. Thompson, Nathan S. Hall, and Michael F. Piehler
Nat. Hazards Earth Syst. Sci., 23, 3635–3649, https://doi.org/10.5194/nhess-23-3635-2023, https://doi.org/10.5194/nhess-23-3635-2023, 2023
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Floodwaters can deliver reactive nitrogen to sensitive aquatic systems and diminish water quality. We assessed the nitrogen removal capabilities of flooded habitats and urban landscapes. Differences in processing rates across land cover treatments and between nutrient treatments suggest that abundance and spatial distributions of habitats, as well as storm characteristics, influence landscape-scale nitrogen removal. Results have important implications for coastal development and climate change.
Marine Le Gal, Tomás Fernández-Montblanc, Enrico Duo, Juan Montes Perez, Paulo Cabrita, Paola Souto Ceccon, Véra Gastal, Paolo Ciavola, and Clara Armaroli
Nat. Hazards Earth Syst. Sci., 23, 3585–3602, https://doi.org/10.5194/nhess-23-3585-2023, https://doi.org/10.5194/nhess-23-3585-2023, 2023
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Assessing coastal hazards is crucial to mitigate flooding disasters. In this regard, coastal flood databases are valuable tools. This paper describes a new coastal flood map catalogue covering the entire European coastline, as well as the methodology to build it and its accuracy. The catalogue focuses on frequent extreme events and relies on synthetic scenarios estimated from local storm conditions. Flood-prone areas and regions sensitive to storm duration and water level peak were identified.
Neng-Ti Yu, Cheng-Hao Lu, I-Chin Yen, Jia-Hong Chen, Jiun-Yee Yen, and Shyh-Jeng Chyi
Nat. Hazards Earth Syst. Sci., 23, 3525–3542, https://doi.org/10.5194/nhess-23-3525-2023, https://doi.org/10.5194/nhess-23-3525-2023, 2023
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A paleotsunami deposit of cliff-top basalt debris was identified on the Penghu Islands in the southern Taiwan Strait and related to the 1661 earthquake in southwest Taiwan. A minimum wave height of 3.2 m is estimated to have rotated the biggest boulder for over 30 m landwards onto the cliff top at 2.5 m a.s.l. The event must have been huge compared to the 1994 M 6.4 earthquake with the ensuing 0.4 m high tsunami in the same area, validating the intimidating tsunami risks in the South China Sea.
Ye Yuan, Huaiwei Yang, Fujiang Yu, Yi Gao, Benxia Li, and Chuang Xing
Nat. Hazards Earth Syst. Sci., 23, 3487–3507, https://doi.org/10.5194/nhess-23-3487-2023, https://doi.org/10.5194/nhess-23-3487-2023, 2023
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Rip currents are narrow jets of offshore-directed flow that originated in the surf zone, which can take swimmers of all ability levels into deeper water unawares. In this study, a 1 m fine-resolution wave-resolving model was configured to study rip current variability and the optimal swimmer escape strategies. Multiple factors contribute to the survival of swimmers. However, for weak-to-moderate rip and longshore currents, swimming onshore consistently seems to be the most successful strategy.
Benedikt Mester, Thomas Vogt, Seth Bryant, Christian Otto, Katja Frieler, and Jacob Schewe
Nat. Hazards Earth Syst. Sci., 23, 3467–3485, https://doi.org/10.5194/nhess-23-3467-2023, https://doi.org/10.5194/nhess-23-3467-2023, 2023
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In 2019, Cyclone Idai displaced more than 478 000 people in Mozambique. In our study, we use coastal flood modeling and satellite imagery to construct a counterfactual cyclone event without the effects of climate change. We show that 12 600–14 900 displacements can be attributed to sea level rise and the intensification of storm wind speeds due to global warming. Our impact attribution study is the first one on human displacement and one of very few for a low-income country.
Olivier Cavalié, Frédéric Cappa, and Béatrice Pinel-Puysségur
Nat. Hazards Earth Syst. Sci., 23, 3235–3246, https://doi.org/10.5194/nhess-23-3235-2023, https://doi.org/10.5194/nhess-23-3235-2023, 2023
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Coastal areas are fragile ecosystems that face multiple hazards. In this study, we measured the downward motion of the Nice Côte d'Azur Airport (France) that was built on reclaimed area and found that it has subsided from 16 mm yr-1 in the 1990s to 8 mm yr-1 today. A continuous remote monitoring of the platform will provide key data for a detailed investigation of future subsidence maps, and this contribution will help to evaluate the potential failure of part of the airport platform.
Wagner L. L. Costa, Karin R. Bryan, and Giovanni Coco
Nat. Hazards Earth Syst. Sci., 23, 3125–3146, https://doi.org/10.5194/nhess-23-3125-2023, https://doi.org/10.5194/nhess-23-3125-2023, 2023
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For predicting flooding events at the coast, topo-bathymetric data are essential. However, elevation data can be unavailable. To tackle this issue, recent efforts have centred on the use of satellite-derived topography (SDT) and bathymetry (SDB). This work is aimed at evaluating their accuracy and use for flooding prediction in enclosed estuaries. Results show that the use of SDT and SDB in numerical modelling can produce similar predictions when compared to the surveyed elevation data.
Cited articles
AIR Worldwide: AIR Construction and Occupancy Class Code, available at:
https://docs.air-worldwide.com/Validation/5.0/.htm#Exposure_Data/Industrial_Facility_Occupancies.htm
(last access: 5 April 2021), 2019.
Akiyama, M., Frangopol, D. M., Arai, M., and Koshimura, S.: Reliability of
bridges under tsunami hazards: Emphasis on the 2011 Tohoku-oki earthquake,
Earthq. Spectra, 29, 295–314, https://doi.org/10.1193/1.4000112, 2013.
Ananth, C. V. and Kleinbaum, D. G.: Regression models for ordinal responses:
a review of methods and applications, Int. J. Epidemiol., 26, 1323–1333, https://doi.org/10.1093/ije/26.6.1323, 1997.
Attary, N., Van De Lindt, J. W., Barbosa, A. R., Cox, D. T., and Unnikrishnan, V. U.: Performance-based tsunami engineering for risk
assessment of structures subjected to multi-hazards: tsunami following
earthquake, J. Earthq. Eng., 7, 1–20, https://doi.org/10.1080/13632469.2019.1616335, 2019.
Benazir, Syamsidik, and Luthfi, M.: Assessment on Damages of Harbor Complexes
Due to Impacts of the 2018 Palu-Donggala Tsunami, Indonesia, in: International Conference on Asian and Pacific Coasts, edited by: Nguyen, T.
V., Dou, X., and Tran, T. T., Springer, Singapore, https://doi.org/10.1007/978-981-15-0291-0_36, 2019.
Building Centre of Japan: Introduction to Building Standard Law: Building
Regulation in Japan, available at: https://www.bcj.or.jp/upload/international/baseline/BSLIntroduction201307_e.pdf (last access: 15 October 2020), 2013.
Charvet, I., Ioannou, I., Rossetto, T., Suppasri, A., and Imamura, F.:
Empirical fragility assessment of buildings affected by the 2011 Great East
Japan tsunami using improved statistical models, Nat. Hazards, 73, 951–973, https://doi.org/10.1007/s11069-014-1118-3, 2014.
Charvet, I., Suppasri, A., Kimura, H., Sugawara, D., and Imamura, F.: A
multivariate generalized linear tsunami fragility model for Kesennuma City
based on maximum flow depths, velocities and debris impact, with evaluation
of predictive accuracy, Nat. Hazards, 79, 2073–2099, https://doi.org/10.1007/s11069-015-1947-8, 2015.
Charvet, I., Macabuag, J., and Rossetto, T.: Estimating tsunami-induced
building damage through fragility functions: critical review and research
needs, Front. Built Environ. 3, 36, https://doi.org/10.3389/fbuil.2017.00036, 2017.
Chen, C., Melville, B. W., Nandasena, N. A. K., Shamseldin, A. Y., and
Wotherspoon, L.: Experimental study of uplift loads due to tsunami bore impact on a wharf model, Coast. Eng., 117, 126–137, https://doi.org/10.1016/j.coastaleng.2016.08.001, 2016.
Chua, C. T., Switzer, A. D., Suppasri, A., Li, L., Pakoksung, K., Lallemant, D., Jenkins, S., Charvet, I., Chua, T., Cheong, A., and Winspear, N.: Tsunami damage to ports: Cataloguing damage to create fragility functions from the 2011 Tohoku event, DR-NTU (Data), V3, https://doi.org/10.21979/N9/OTZMT1, 2020.
Cruz, E. F. and Valdivia, D.: Performance of industrial facilities in the
Chilean earthquake of 27 February 2010, Struct. Design Tall Special Build., 20, 83–101, https://doi.org/10.1002/tal.679, 2011.
De Risi, R., Goda, K., Mori, N., and Yasuda, T.: Bayesian tsunami fragility
modeling considering input data uncertainty, Stoch. Environ. Res. Risk A., 31, 1253–1269, https://doi.org/10.1007/s00477-016-1230-x, 2017.
ESPO – European Sea Ports Organisation: Trends in EU Ports Governance 2016, available at:
https://www.espo.be/media/Trends_in_EU_ports_governance_2016_FINAL_VERSION.pdf (last access: 23 October 2020), 2016.
Fraser, S., Raby, A., Pomonis, A., Goda, K., Chian, S. C., Macabuag, J.,
Offord, M., Saito, K., and Sammonds, P.: Tsunami damage to coastal defences
and buildings in the March 11th 2011 Mw 9.0 Great East Japan earthquake and tsunami, Bull. Earthq. Eng., 11, 205–239, https://doi.org/10.1007/s10518-012-9348-9, 2013.
Geospatial Information Authority of Japan: Aerial photograph of the affected
area, available at: https://www.gsi.go.jp/BOUSAI/h23_tohoku.html (last access: 23 October 2020), 2012a.
Geospatial Information Authority of Japan: Oblique photograph of the
affected area, available at: https://www.gsi.go.jp/BOUSAI/h23_tohoku.html (last access: 23 October 2020), 2012b.
Geospatial Information Authority of Japan: Map/Aerial Photo Browsing
Service, avaiable at: http://mapps.gsi.go.jp/maplibSearch.do#1 (last
access: 23 October 2020), 2013.
Gokon, H., Koshimura, S., Imai, K., Matsuoka, M., Namegaya, Y., and Nishimura, Y.: Developing fragility functions for the areas affected by the 2009 Samoa earthquake and tsunami, Nat. Hazards Earth Syst. Sci., 14, 3231–3241, https://doi.org/10.5194/nhess-14-3231-2014, 2014.
Guisan, A. and Harrell, F. E.: Ordinal response regression models in ecology, J. Veg. Sci., 11, 617–626, https://doi.org/10.2307/3236568, 2000.
Hazarika, H., Kasama, K., Suetsugu, D., Kataoka, S., and Yasufuku, N.:
Damage to geotechnical structures in waterfront areas of northern Tohoku due
to the March 11, 2011 tsunami disaster, Indian Geotech. J., 43, 137–152, https://doi.org/10.1007/s40098-012-0021-7, 2013.
Huang, J. and Chen, G.: Experimental modeling of wave load on a pile-supported wharf with pile breakwater, Ocean Eng., 201, 107149,
https://doi.org/10.1016/j.oceaneng.2020.107149, 2020.
Imai, K., Inazumi, T., Emoto, K., Horie, T., Suzuki, A., Kudo, K., Ogawa,
M., Noji, M., Mizuto, K., and Sasaki, T.: Tsunami Vulnerability Criteria for
Fishery Port Facilities in Japan, Geosciences, 9, 410, https://doi.org/10.3390/geosciences9100410, 2019.
Janssen, H.: Study on the post-tsunami rehabilitation of fishing communities
and fisheries-based livelihoods in Indonesia, International Collective in
Support of Fishworkers, Banda Aceh/Jakarta, December 2005.
Japan Maritime Centre: The impact of the Great East Japan earthquake on the
volume of seaborne cargo movement, available at:
http://www.jpmac.or.jp/information/pdf/202_2.pdf (last access: 20 September 2020), 2011.
Karafagka, S., Fotopoulou, S., and Pitilakis, K.: Analytical tsunami fragility curves for seaport RC buildings and steel light frame warehouses,
Soil Dynam. Earthq. Eng., 112, 118–137, https://doi.org/10.1016/j.soildyn.2018.04.037, 2018.
Kazama, M. and Noda, T.: Damage statistics (Summary of the 2011 off the Pacific Coast of Tohoku Earthquake damage), Soils Found., 52, 780–792, https://doi.org/10.1016/j.sandf.2012.11.003, 2012.
Kihara, N., Niida, Y., Takabatake, D., Kaida, H., Shibayama, A., and Miyagawa, Y.: Large-scale experiments on tsunami-induced pressure on a vertical tide wall, Coast. Eng., 99, 46–63, https://doi.org/10.1016/j.coastaleng.2015.02.009, 2015.
Koshimura, S., Namegaya, Y., and Yanagisawa, H.: Tsunami fragility: A new
measure to identify tsunami damage, J. Disast. Res., 4, 479–488, https://doi.org/10.20965/jdr.2009.p0479, 2009.
Krausmann, E. and Cruz, A. M.: Impact of the 11 March 2011, Great East Japan
earthquake and tsunami on the chemical industry, Nat. Hazards, 67, 811–828, https://doi.org/10.1007/s11069-013-0607-0, 2013.
Kumagai, K.: Tsunami-induced Debris of Freight Containers due to the 2011 off the Pacific Coast of Tohoku Earthquake, JSCE Disaster Reports, Japan Society of Civil Engineers, 1–25, available at: https://committees.jsce.or.jp/disaster/system/files/FS2013-T-0003.pdf (last access: 12 June 2021), 2013.
Lallemant, D., Kiremidjian, A., and Burton, H.: Statistical procedures for
developing earthquake damage fragility curves, Earthq. Eng. Struct. Dynam., 44, 1373–1389, https://doi.org/10.1002/eqe.2522, 2015.
Lam, J. S. L. and Lassa, J. A.: Risk assessment framework for exposure of
cargo and ports to natural hazards and climate extremes, Mar. Policy Manage., 44, 1–15, https://doi.org/10.1080/03088839.2016.1245877, 2017.
Leelawat, N., Suppasri, A., Charvet, I., and Imamura, F.: Building damage
from the 2011 Great East Japan tsunami: quantitative assessment of influential factors, Nat. Hazards, 73, 449–471, https://doi.org/10.1007/s11069-014-1081-z, 2014.
Leelawat, N., Suppasri, A., Murao, O., and Imamura, F.: A study on the
influential factors on building damage in Sri Lanka during the 2004 Indian
Ocean tsunami, J. Earthq. Tsunami, 10, 1640001, https://doi.org/10.1142/S1793431116400017, 2016.
Leone, F., Lavigne, F., Paris, R., Denain, J. C., and Vinet, F.: A spatial
analysis of the December 26th, 2004 tsunami-induced damages: Lessons learned
for a better risk assessment integrating buildings vulnerability, Appl. Geogr., 31, 363–375, https://doi.org/10.1016/j.apgeog.2010.07.009, 2011.
Li, L., Switzer, A. D., Wang, Y., Chan, C. H., Qiu, Q., and Weiss, R.: A
modest 0.5-m rise in sea level will double the tsunami hazard in Macau, Sci. Adv., 4, eaat1180, https://doi.org/10.1126/sciadv.aat1180, 2018.
Macabuag, J., Rossetto, T., Ioannou, I., Suppasri, A., Sugawara, D., Adriano, B., Imamura, F., Eames, I., and Koshimura, S.: A proposed methodology for deriving tsunami fragility functions for buildings using optimum intensity measures, Nat. Hazards, 84, 1257–1285, https://doi.org/10.1007/s11069-016-2485-8, 2016.
Macabuag, J., Rossetto, T., Ioannou, I., and Eames, I.: Investigation of the effect of debris-induced damage for constructing tsunami fragility curves for buildings, Geosciences, 8, 117, https://doi.org/10.3390/geosciences8040117, 2018.
Maheshwari, B. K., Sharma, M. L., and Narayan, J. P.: Structural damages on
the coast of Tamil Nadu due to tsunami caused by December 26, 2004 Sumatra
earthquake, ISET J. Earthq. Technol., 42, 63–78, 2005.
Mas, E., Koshimura, S., Suppasri, A., Matsuoka, M., Matsuyama, M., Yoshii, T., Jimenez, C., Yamazaki, F., and Imamura, F.: Developing Tsunami fragility curves using remote sensing and survey data of the 2010 Chilean Tsunami in Dichato, Nat. Hazards Earth Syst. Sci., 12, 2689–2697, https://doi.org/10.5194/nhess-12-2689-2012, 2012.
Meneses, J. and Arduino, P.: Preliminary observations of the effects of ground failure and tsunami on the major ports of Ibaraki prefecture, GEER
Assoc. Rep. No. GEER-025c, Geotechnical Extreme Events Reconnaissance, Tohoku, Japan, available at: http://learningfromearthquakes.org/2011-03-11-tohoku-japan/images/2011_03_11_tohoku_japan/pdfs/QR3_Preliminary_Observations_Major_Ports_Ibaraki_Prefecture_05-17-11.pdf (last access: 12 June 2021), 2011.
MLIT – Ministry of Land Infrastructure and Transportation: Investigation of
the impact on business activities due to the suspension of port functions in
the Great East Japan Earthquake: Questionnaire survey results, available at:
http://www.thr.mlit.go.jp/bumon/kisya/kisyah/images/38985_1.pdf (last access: 15 September 2020), 2011.
MLIT – Ministry of Land Infrastructure and Transportation: Survey of tsunami
damage condition, available at:
http://www.mlit.go.jp/toshi/toshi-hukkou-arkaibu.html (last access: 23 October 2020), 2014.
Muhari, A., Charvet, I., Tsuyoshi, F., Suppasri, A., and Imamura, F.: Assessment of tsunami hazards in ports and their impact on marine vessels
derived from tsunami models and the observed damage data, Nat. Hazards, 78, 1309–1328, https://doi.org/10.1007/s11069-015-1772-0, 2015.
Naito, C., Cercone, C., Riggs, H. R., and Cox, D.: Procedure for site assessment of the potential for tsunami debris impact, J. Waterway Port Coast. Ocean Eng., 140, 223–232, 2014.
Nayak, S., Reddy, M. H. O., Madhavi, R., and Dutta, S. C.: Assessing tsunami
vulnerability of structures designed for seismic loading, Int. J. Disast. Risk Reduct., 7, 28–38, https://doi.org/10.1016/j.ijdrr.2013.12.001, 2014.
Nistor, I., Palermo, D., Nouri, Y., Murty, T., and Saatcioglu, M.:
Tsunami-induced forces on structures, in: Handbook of coastal and ocean
engineering, edited by: Kim, C. Y., World Scientific, Singapore, 261–286,
https://doi.org/10.1142/9789812819307_0011, 2010.
Okazaki, T., Lignos, D. G., Midorikawa, M., Ricles, J. M., and Love, J.: Damage to steel buildings observed after the 2011 Tohoku-Oki earthquake,
Earthq. Spectra, 29, 219–243, https://doi.org/10.1193/1.4000124, 2013.
Otake, T., Suppasri, A., and Imamura, F.: Investigations on global tsunami
risk considering port network, JSCE Proceedings B2 (Coastal Engineering), 75, 1884–2399, https://doi.org/10.2208/kaigan.75.I_1321, 2019.
Ozawa, S., Nishimura, T., Suito, H., Kobayashi, T., Tobita, M., and Imakiire,
T.: Coseismic and postseismic slip of the 2011 magnitude-9 Tohoku-Oki
earthquake, Nature, 475, 373–376, https://doi.org/10.1038/nature10227, 2011.
Park, H., Cox, D. T., and Barbosa, A. R.: Comparison of inundation depth and
momentum flux based fragilities for probabilistic tsunami damage assessment
and uncertainty analysis, Coast. Eng., 122, 10–26, https://doi.org/10.1016/j.coastaleng.2017.01.008, 2017.
Paulik, R., Gusman, A., Williams, J. H., Pratama, G. M., Lin, S. L.,
Prawirabhakti, A., Sulendra, K., Zachari, M. Y., Fortuna, Z. E. D., Layuk, N. B. P., and Suwarni, N. W. I.: Tsunami hazard and built environment damage
observations from Palu City after the September 28 2018 Sulawesi earthquake
and tsunami, Pure Appl. Geophys., 176, 3305–3321, https://doi.org/10.1007/s00024-019-02254-9, 2019.
Percher, M., Bruin, W., Dickenson, S., and Eskijian, M.: Performance of port
and harbor structures impacted by the March 11, 2011 Great Tohoku Earthquake
and Tsunami, in: Ports 2013: Success Through Diversification, American Society of Civil Engineers, Seattle, Washington, 610–619,
https://doi.org/10.1061/9780784413067.063, 2013.
Pitilakis, K., Crowley, H., and Kaynia, A. M.: Introduction, in: SYNER-G:
Typology Definition and Fragility Functions for Physical Elements at Seismic
Risk, Springer, Dordrecht, 1–28, https://doi.org/10.1007/978-94-007-7872-6, 2014.
R Core Team: R: A language and environment for statistical computing, R Foundation for Statistical Computing, Vienna, Austria, available at:
https://www.R-project.org/ (last access: 12 June 2021), 2020.
Reese, S., Cousins, W. J., Power, W. L., Palmer, N. G., Tejakusuma, I. G., and Nugrahadi, S.: Tsunami Vulnerability of buildings and people in South Java – field observations after the July 2006 Java tsunami, Nat. Hazards and Earth Syst. Sci., 7, 573–589, https://doi.org/10.5194/nhess-7-573-2007, 2007.
Reese, S., Bradley, B. A., Bind, J., Smart, G., Power, W., and Sturman, J.:
Empirical building fragilities from observed damage in the 2009 South Pacific tsunami, Earth-Sci. Rev., 107, 156–173, https://doi.org/10.1016/j.earscirev.2011.01.009, 2011.
Rossetto, T., Ioannou, I., Grant, D. N., and Maqsood, T.: Guidelines for
empirical vulnerability assessment, in: GEM technical report, GEM Foundation, Pavia, 2014.
Scawthorn, C., Ono, Y., Iemura, H., Ridha, M., and Purwanto, B.: Performance
of lifelines in Banda Aceh, Indonesia, during the December 2004 Great Sumatra earthquake and tsunami, Earthq. Spectra, 22, 511–544, https://doi.org/10.1193/1.2206807, 2006.
Shoji, G. and Nakamura, T.: Damage assessment of road bridges subjected to
the 2011 Tohoku Pacific earthquake tsunami, J. Disast. Res., 12, 79–89, 2017.
Song, J., De Risi, R., and Goda, K.: Influence of flow velocity on tsunami loss estimation, Geosciences, 7, 114, https://doi.org/10.3390/geosciences7040114, 2017.
Sugano, T., Nozu, A., Kohama, E., Shimosako, K. I., and Kikuchi, Y.: Damage to coastal structures, Soils Found., 54, 883–901, https://doi.org/10.1016/j.sandf.2014.06.018, 2014.
Suppasri, A., Mas, E., Charvet, I., Gunasekera, R., Imai, K., Fukutani, Y.,
Abe, Y., and Imamura, F.: Building damage characteristics based on surveyed
data and fragility curves of the 2011 Great East Japan tsunami, Nat. Hazards, 66, 319–341, https://doi.org/10.1007/s11069-012-0487-8, 2013.
Suppasri, A., Charvet, I., Imai, K., and Imamura, F.: Fragility curves based
on data from the 2011 Tohoku-Oki Tsunami in Ishinomaki city, with discussion
of parameters influencing building damage, Earthq. Spectra, 31, 841–868,
https://doi.org/10.1193/053013EQS138M, 2015.
Suppasri, A., Pakoksung, K., Charvet, I., Chua, C. T., Takahashi, N.,
Ornthammarath, T., Latcharote, P., Leelawat, N., and Imamura, F.: Load-resistance analysis: an alternative approach to tsunami damage assessment applied to the 2011 Great East Japan tsunami, Nat. Hazards Earth Syst. Sci., 19, 1807–1822, https://doi.org/10.5194/nhess-19-1807-2019, 2019.
Takano, T.: Overview of the 2011 East Japan earthquake and tsunami disaster,
The 2011 East Japan Earthquake Bulletin of the Tohoku Geographical Association, available at: http://tohokugeo.jp/articles/e-contents7.pdf (last access: 11 June 2021), April 2011.
Tarbotton, C., Dall'Osso, F., Dominey-Howes, D., and Goff, J.: The use of
empirical vulnerability functions to assess the response of buildings to
tsunami impact: comparative review and summary of best practice, Earth-Sci. Rev., 142, 120–134, https://doi.org/10.1016/j.earscirev.2015.01.002, 2015.
Technical Council on Lifeline Earthquake Engineering: Ports, in: Tohoku,
Japan, Earthquake and Tsunami of 2011: Lifeline Performance, edited by: Tang,
A. K., American Society of Civil Engineers, USA, 547–558, https://doi.org/10.1061/9780784479834.ch07, 2013.
Tsuji, Y., Satake, K., Ishibe, T., Harada, T., Nishiyama, A., and Kusumoto,
S.: Tsunami heights along the pacific coast of northern Honshu recorded from
the 2011 Tohoku and previous great earthquakes, Pure Appl. Geophys., 171, 3183–3215, https://doi.org/10.1007/s00024-014-0779-x, 2014.
TTJS – The 2011 Tohoku Earthquake Tsunami Joint Survey Group.: The 2011 off the Pacific coast of Tohoku earthquake tsunami information – field survey results, Coastal Engineering Committee of the Japan Society of Civil Engineers, available at: https://coastal.jp/tsunami2011/ (last access: 12 June 2021), 2011.
United States Geological Survey: M 9.1 – 2011 Great Tohoku Earthquake,
Japan, available at:
https://earthquake.usgs.gov/earthquakes/eventpage/official20110311054624120_30/shakemap/intensity, last access: 16 October 2020.
Williams, J. H., Wilson, T. M., Horspool, N., Paulik, R., Wotherspoon, L.,
Lane, E. M., and Hughes, M. W.: Assessing transportation vulnerability to
tsunamis: Utilising post-event field data from the 2011 Tōhoku tsunami,
Japan, and the 2015 Illapel tsunami, Chile, Nat. Hazards Earth Syst. Sci., 20, 451–470, https://doi.org/10.5194/nhess-20-451-2020, 2020.
Yung, Y. F. and Bentler, P. M.: Bootstrapping techniques in analysis of
mean and covariance structures, in: Advanced structural equation modeling:
Issues and techniques, Psychology Press, New York, 195–226, 1996.
Short summary
Port industries are extremely vulnerable to coastal hazards such as tsunamis. Despite their pivotal role in local and global economies, there has been little attention paid to tsunami impacts on port industries. For the first time, tsunami damage data are being extensively collected for port structures and catalogued into a database. The study also provides fragility curves which describe the probability of damage exceedance for different port industries given different tsunami intensities.
Port industries are extremely vulnerable to coastal hazards such as tsunamis. Despite their...
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