Articles | Volume 15, issue 10
https://doi.org/10.5194/nhess-15-2209-2015
© Author(s) 2015. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/nhess-15-2209-2015
© Author(s) 2015. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
| 
08 Oct 2015
Research article |
| 08 Oct 2015
Assessment and comparison of extreme sea levels and waves during the 2013/14 storm season in two UK coastal regions
M. P. Wadey
CORRESPONDING AUTHOR
Ocean and Earth Sciences, University of Southampton, National Oceanography Centre, Southampton, Hampshire, UK
J. M. Brown
National Oceanography Centre, Liverpool, Merseyside, UK
I. D. Haigh
Ocean and Earth Sciences, University of Southampton, National Oceanography Centre, Southampton, Hampshire, UK
School of Civil, Environmental and Mining Engineering and the UWA Oceans Institute, The University of Western Australia, Perth, Australia
T. Dolphin
The Centre for Environment, Fisheries & Aquaculture Science (Cefas), Lowestoft, Suffolk, UK
P. Wisse
Sefton Council, Bootle, Merseyside, UK
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Wave setup is a critical component of coastal flooding. Consequently, understanding and being able to predict wave setup is vital to protect coastal resources and the population living near the shore. Here, we applied machine learning to improve the accuracy of present predictors of wave setup. The results show that the new predictors outperform existing formulas demonstrating the capability of machine learning models to provide a physically sound description of wave setup.
Leigh Richard MacPherson, Arne Arns, Svenja Fischer, Fernando J. Méndez, and Jürgen Jensen
EGUsphere, https://doi.org/10.5194/egusphere-2023-1122, https://doi.org/10.5194/egusphere-2023-1122, 2023
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Efficient adaptation planning to coastal flooding caused by extreme sea levels requires accurate assessments of the underlying hazard. Tide-gauge data alone is 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.
Ina Teutsch, Markus Brühl, Ralf Weisse, and Sander Wahls
Nat. Hazards Earth Syst. Sci., 23, 2053–2073, https://doi.org/10.5194/nhess-23-2053-2023, https://doi.org/10.5194/nhess-23-2053-2023, 2023
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Rogue waves exceed twice the significant wave height. They occur more often than expected in the shallow waters off Norderney. When applying a nonlinear Fourier transform for the Korteweg–de Vries equation to wave data from Norderney, we found differences in the soliton spectra of time series with and without rogue waves. A strongly outstanding soliton in the spectrum indicated an enhanced probability for rogue waves. We could attribute spectral solitons to the measured rogue waves.
Philipp Heinrich, Stefan Hagemann, Ralf Weisse, Corinna Schrum, Ute Daewel, and Lidia Gaslikova
Nat. Hazards Earth Syst. Sci., 23, 1967–1985, https://doi.org/10.5194/nhess-23-1967-2023, https://doi.org/10.5194/nhess-23-1967-2023, 2023
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High seawater levels co-occurring with high river discharges have the potential to cause destructive flooding. For the past decades, the number of such compound events was larger than expected by pure chance for most of the west-facing coasts in Europe. Additionally rivers with smaller catchments showed higher numbers. In most cases, such events were associated with a large-scale weather pattern characterized by westerly winds and strong rainfall.
Alexander Böhme, Birgit Gerkensmeier, Benedikt Bratz, Clemens Krautwald, Olaf Müller, Nils Goseberg, and Gabriele Gönnert
Nat. Hazards Earth Syst. Sci., 23, 1947–1966, https://doi.org/10.5194/nhess-23-1947-2023, https://doi.org/10.5194/nhess-23-1947-2023, 2023
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External surges in the North Sea are caused by low-pressure cells travelling over the northeast Atlantic. They influence extreme water levels on the German coast and have to be considered in the design process of coastal defence structures. This study collects data about external surges from 1995–2020 and analyses their causes, behaviours and potential trends. External surges often occur less than 72 h apart, enabling a single storm surge to be influenced by more than one external surge.
Kenta Tozato, Shuji Moriguchi, Shinsuke Takase, Yu Otake, Michael R. Motley, Anawat Suppasri, and Kenjiro Terada
Nat. Hazards Earth Syst. Sci., 23, 1891–1909, https://doi.org/10.5194/nhess-23-1891-2023, https://doi.org/10.5194/nhess-23-1891-2023, 2023
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This study presents a framework that efficiently investigates the optimal placement of facilities probabilistically based on advanced numerical simulation. Surrogate models for the numerical simulation are constructed using a mode decomposition technique. Monte Carlo simulations using the surrogate models are performed to evaluate failure probabilities. Using the results of the Monte Carlo simulations and the genetic algorithm, optimal placements can be investigated probabilistically.
Job C. M. Dullaart, Sanne Muis, Hans de Moel, Philip J. Ward, Dirk Eilander, and Jeroen C. J. H. Aerts
Nat. Hazards Earth Syst. Sci., 23, 1847–1862, https://doi.org/10.5194/nhess-23-1847-2023, https://doi.org/10.5194/nhess-23-1847-2023, 2023
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Coastal flooding is driven by storm surges and high tides and can be devastating. To gain an understanding of the threat posed by coastal flooding and to identify areas that are especially at risk, now and in the future, it is crucial to accurately model coastal inundation and assess the coastal flood hazard. Here, we present a global dataset with hydrographs that represent the typical evolution of an extreme sea level. These can be used to model coastal inundation more accurately.
Elin Andrée, Jian Su, Morten Andreas Dahl Larsen, Martin Drews, Martin Stendel, and Kristine Skovgaard Madsen
Nat. Hazards Earth Syst. Sci., 23, 1817–1834, https://doi.org/10.5194/nhess-23-1817-2023, https://doi.org/10.5194/nhess-23-1817-2023, 2023
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When natural processes interact, they may compound each other. The combined effect can amplify extreme sea levels, such as when a storm occurs at a time when the water level is already higher than usual. We used numerical modelling of a record-breaking storm surge in 1872 to show that other prior sea-level conditions could have further worsened the outcome. Our research highlights the need to consider the physical context of extreme sea levels in measures to reduce coastal flood risk.
Anne Margaret H. Smiley, Suzanne P. Thompson, Nathan S. Hall, and Michael F. Piehler
EGUsphere, https://doi.org/10.5194/egusphere-2023-292, https://doi.org/10.5194/egusphere-2023-292, 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.
Ekaterina Didenkulova, Ira Didenkulova, and Igor Medvedev
Nat. Hazards Earth Syst. Sci., 23, 1653–1663, https://doi.org/10.5194/nhess-23-1653-2023, https://doi.org/10.5194/nhess-23-1653-2023, 2023
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The paper is dedicated to freak wave accidents which happened in the world ocean in 2005–2021 and that were described in mass media sources. The database accounts for 429 events, all of which resulted in ship or coastal and offshore structure damage and/or human losses. In agreement with each freak wave event, we put background wave and wind conditions extracted from the climate reanalysis ERA5. We analyse their statistics and discuss the favourable conditions for freak wave occurrence.
Havu Pellikka, Milla M. Johansson, Maaria Nordman, and Kimmo Ruosteenoja
Nat. Hazards Earth Syst. Sci., 23, 1613–1630, https://doi.org/10.5194/nhess-23-1613-2023, https://doi.org/10.5194/nhess-23-1613-2023, 2023
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We explore the rate of past and future sea level rise at the Finnish coast, northeastern Baltic Sea, in 1901–2100. For this analysis, we use tide gauge observations, modelling results, and a probabilistic method to combine information from several sea level rise projections. We provide projections of local mean sea level by 2100 as probability distributions. The results can be used in adaptation planning in various sectors with different risk tolerance, e.g. land use planning or nuclear safety.
Carlos Corela, Afonso Loureiro, José Luis Duarte, Luis Matias, Tiago Rebelo, and Tiago Bartolomeu
Nat. Hazards Earth Syst. Sci., 23, 1433–1451, https://doi.org/10.5194/nhess-23-1433-2023, https://doi.org/10.5194/nhess-23-1433-2023, 2023
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We show that ocean-bottom seismometers are controlled by bottom currents, but these are not always a function of the tidal forcing. Instead we suggest that the ocean bottom has a flow regime resulting from two possible contributions: the permanent low-frequency bottom current and the tidal current along the full tidal cycle, between neap and spring tides. In the short-period noise band the ocean current generates harmonic tremors that corrupt the dataset records.
Chu-En Hsu, Katherine Serafin, Xiao Yu, Christie Hegermiller, John C. Warner, and Maitane Olabarrieta
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2023-49, https://doi.org/10.5194/nhess-2023-49, 2023
Revised manuscript accepted for NHESS
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We analyzed how tropical cyclone (TC) characteristics affect total water level components. We used a numerical model to simulate surges and wind waves in the South Atlantic Bight (SAB) during hurricanes Matthew 2016, Dorian 2019, and Isaias 2020. We compared the water levels along the SAB. As the TCs approached, the water levels were affected by the instantaneous wind speed and the TC locations. To quantify the individual effects of TC properties on water levels, further analysis is required.
Chen Chen, Charles Koll, Haizhong Wang, and Michael K. Lindell
Nat. Hazards Earth Syst. Sci., 23, 733–749, https://doi.org/10.5194/nhess-23-733-2023, https://doi.org/10.5194/nhess-23-733-2023, 2023
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This paper uses empirical-data-based simulation to analyze how to evacuate efficiently from disasters. We find that departure delay time and evacuation decision have significant impacts on evacuation results. Evacuation results are more sensitive to walking speed, departure delay time, evacuation participation, and destinations than to other variables. This model can help authorities to prioritize resources for hazard education, community disaster preparedness, and resilience plans.
Maude Biguenet, Eric Chaumillon, Pierre Sabatier, Antoine Bastien, Emeline Geba, Fabien Arnaud, Thibault Coulombier, and Nathalie Feuillet
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2022-262, https://doi.org/10.5194/nhess-2022-262, 2023
Revised manuscript accepted for NHESS
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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 breaching in the sandy barrier, which remained unopened for 250 years. The thick and extensive sand sheet on the top of the lagoon fill was attributed to Irma. This unique deposit in a 3700 years 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.
Ariadna Martín, Angel Amores, Alejandro Orfila, Tim Toomey, and Marta Marcos
Nat. Hazards Earth Syst. Sci., 23, 587–600, https://doi.org/10.5194/nhess-23-587-2023, https://doi.org/10.5194/nhess-23-587-2023, 2023
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Tropical cyclones (TCs) are among the potentially most hazardous phenomena affecting the coasts of the Caribbean Sea. This work simulates the coastal hazards in terms of sea surface elevation and waves that originate through the passage of these events. A set of 1000 TCs have been simulated, obtained from a set of synthetic cyclones that are consistent with present-day climate. Given the large number of hurricanes used, robust values of extreme sea levels and waves are computed along the coasts.
An-Chi Cheng, Anawat Suppasri, Kwanchai Pakoksung, and Fumihiko Imamura
Nat. Hazards Earth Syst. Sci., 23, 447–479, https://doi.org/10.5194/nhess-23-447-2023, https://doi.org/10.5194/nhess-23-447-2023, 2023
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Consecutive earthquakes occurred offshore of southern Taiwan on 26 December 2006. This event revealed unusual tsunami generation and propagation, as well as unexpected consequences for the southern Taiwanese coast (i.e., amplified waves and prolonged durations). This study aims to elucidate the source characteristics of the 2006 tsunami and the important behaviors responsible for tsunami hazards in Taiwan such as wave trapping and shelf resonance.
Jean Roger, Bernard Pelletier, Aditya Gusman, William Power, Xiaoming Wang, David Burbidge, and Maxime Duphil
Nat. Hazards Earth Syst. Sci., 23, 393–414, https://doi.org/10.5194/nhess-23-393-2023, https://doi.org/10.5194/nhess-23-393-2023, 2023
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On 10 February 2021 a magnitude 7.7 earthquake occurring at the southernmost part of the Vanuatu subduction zone triggered a regional tsunami that was recorded on many coastal gauges and DART stations of the south-west Pacific region. Beginning with a review of the tectonic setup and its implication in terms of tsunami generation in the region, this study aims to show our ability to reproduce a small tsunami with different types of rupture models and to discuss a larger magnitude 8.2 scenario.
Kathrin Wahle, Emil V. Stanev, and Joanna Staneva
Nat. Hazards Earth Syst. Sci., 23, 415–428, https://doi.org/10.5194/nhess-23-415-2023, https://doi.org/10.5194/nhess-23-415-2023, 2023
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Knowledge of what causes maximum water levels is often key in coastal management. Processes, such as storm surge and atmospheric forcing, alter the predicted tide. Whilst most of these processes are modeled in present-day ocean forecasting, there is still a need for a better understanding of situations where modeled and observed water levels deviate from each other. Here, we will use machine learning to detect such anomalies within a network of sea-level observations in the North Sea.
Neng-Ti Yu, Cheng-Hao Lu, I-Chin Yen, Jia-Hong Chen, Jiun-Yee Yen, and Shyh-Jeng Chyi
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2022-293, https://doi.org/10.5194/nhess-2022-293, 2023
Revised manuscript accepted for NHESS
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Rock debris moved by tsunami waves that probably followed the 1661 earthquake in SW Taiwan are found. The long-awaited question of whether large tsunamis could impact on the South China Sea coasts is answered. The 3 m tall waves are powerful enough to carry big rocks, up to 2 t in weight and 1.7 m in length, landward for 30 m in distance and onto a 2.5 m high cliff. The earthquake and tsunami must be huge compared to the modern record set by the 1994 M6.4 earthquake and 0.4 m high tsunami.
Chuan Li, H. Tuba Özkan-Haller, Gabriel García Medina, Robert A. Holman, Peter Ruggiero, Treena M. Jensen, David B. Elson, and William R. Schneider
Nat. Hazards Earth Syst. Sci., 23, 107–126, https://doi.org/10.5194/nhess-23-107-2023, https://doi.org/10.5194/nhess-23-107-2023, 2023
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In this work, we examine a set of observed extreme, non-earthquake-related and non-landslide-related wave runup events. Runup events with similar characteristics have previously been attributed to trapped waves, atmospheric disturbances, and abrupt breaking of long waves. However, we find that none of these mechanisms were likely at work in the observations we examined. We show that instead, these runup events were more likely due to energetic growth of bound infragravity waves.
Shan Liu, Xianwu Shi, Qiang Liu, Jun Tan, Yuxi Sun, Qingrong Liu, and Haoshuang Guo
Nat. Hazards Earth Syst. Sci., 23, 127–138, https://doi.org/10.5194/nhess-23-127-2023, https://doi.org/10.5194/nhess-23-127-2023, 2023
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This study proposes a quantitative method for the determination of warning water levels. The proposed method is a multidimensional scale, centered on the consideration of various factors that characterize various coastlines. The implications of our study are not only scientific, as we provide a method for water level determination that is rooted in the scientific method (and reproducible across various contexts beyond China), but they are also deeply practical.
Jaap H. Nienhuis, Jana R. Cox, Joey O'Dell, Douglas A. Edmonds, and Paolo Scussolini
Nat. Hazards Earth Syst. Sci., 22, 4087–4101, https://doi.org/10.5194/nhess-22-4087-2022, https://doi.org/10.5194/nhess-22-4087-2022, 2022
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Humans build levees to protect themselves against floods. We need to know where they are to correctly predict flooding, for example from sea level rise. Here we have looked through documents to find levees, and checked that they exist using satellite imagery. We developed a global levee map, available at www.opendelve.eu, and we found that 24 % of people in deltas are protected by levees.
Alec Torres-Freyermuth, Gabriela Medellín, Jorge A. Kurczyn, Roger Pacheco-Castro, Jaime Arriaga, Christian M. Appendini, María Eugenia Allende-Arandía, Juan A. Gómez, Gemma L. Franklin, and Jorge Zavala-Hidalgo
Nat. Hazards Earth Syst. Sci., 22, 4063–4085, https://doi.org/10.5194/nhess-22-4063-2022, https://doi.org/10.5194/nhess-22-4063-2022, 2022
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Barrier islands in tropical regions are prone to coastal flooding and erosion during hurricane events. The Yucatán coast was impacted by hurricanes Gamma and Delta. Inner shelf, coastal, and inland observations were acquired. Beach morphology changes show alongshore gradients. Flooding occurred on the back barrier due to heavy inland rain and the coastal aquifer's confinement. Modeling systems failed to reproduce the coastal hydrodynamic response due to uncertainties in the boundary conditions.
Panagiotis Athanasiou, Ap van Dongeren, Alessio Giardino, Michalis Vousdoukas, Jose A. A. Antolinez, and Roshanka Ranasinghe
Nat. Hazards Earth Syst. Sci., 22, 3897–3915, https://doi.org/10.5194/nhess-22-3897-2022, https://doi.org/10.5194/nhess-22-3897-2022, 2022
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Sandy dunes protect the hinterland from coastal flooding during storms. Thus, models that can efficiently predict dune erosion are critical for coastal zone management and early warning systems. Here we develop such a model for the Dutch coast based on machine learning techniques, allowing for dune erosion estimations in a matter of seconds relative to available computationally expensive models. Validation of the model against benchmark data and observations shows good agreement.
María Teresa Pedrosa-González, José Manuel González-Vida, Jesús Galindo-Záldivar, Sergio Ortega, Manuel Jesús Castro, David Casas, and Gemma Ercilla
Nat. Hazards Earth Syst. Sci., 22, 3839–3858, https://doi.org/10.5194/nhess-22-3839-2022, https://doi.org/10.5194/nhess-22-3839-2022, 2022
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The L-ML-HySEA (Landslide Multilayer Hyperbolic Systems and Efficient Algorithms) model of the tsunami triggered by the Storfjorden LS-1 landslide provides new insights into the sliding mechanism and bathymetry controlling the propagation, amplitude values and shoaling effects as well as coastal impact times. This case study provides new perspectives on tsunami hazard assessment in polar margins, where global climatic change and its related ocean warming may contribute to landslide trigger.
Cuneyt Yavuz, Kutay Yilmaz, and Gorkem Onder
Nat. Hazards Earth Syst. Sci., 22, 3725–3736, https://doi.org/10.5194/nhess-22-3725-2022, https://doi.org/10.5194/nhess-22-3725-2022, 2022
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Even if the coincidence of flood and tsunami hazards may be experienced once in a blue moon, it should also be investigated due to the uncertainty of the time of occurrence of these natural hazards. The objective of this study is to reveal a statistical methodology to evaluate the aggregate potential hazard levels due to flood hazards with the presence of earthquake-triggered tsunamis. The proposed methodology is applied to Fethiye city, located on the Western Mediterranean coast of Turkey.
Damiano Baldan, Elisa Coraci, Franco Crosato, Maurizio Ferla, Andrea Bonometto, and Sara Morucci
Nat. Hazards Earth Syst. Sci., 22, 3663–3677, https://doi.org/10.5194/nhess-22-3663-2022, https://doi.org/10.5194/nhess-22-3663-2022, 2022
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Extreme-event analysis is widely used to provide information for the design of coastal protection structures. Non-stationarity due to sea level rise can affect such estimates. Using different methods on a long time series of sea level data, we show that estimates of the magnitude of extreme events in the future can be inexact due to relative sea level rise. Thus, considering non-stationarity is important when analyzing extreme-sea-level events.
Umesh Pranavam Ayyappan Pillai, Nadia Pinardi, Ivan Federico, Salvatore Causio, Francesco Trotta, Silvia Unguendoli, and Andrea Valentini
Nat. Hazards Earth Syst. Sci., 22, 3413–3433, https://doi.org/10.5194/nhess-22-3413-2022, https://doi.org/10.5194/nhess-22-3413-2022, 2022
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The study presents the application of high-resolution coastal modelling for wave hindcasting on the Emilia-Romagna coastal belt. The generated coastal databases which provide an understanding of the prevailing wind-wave characteristics can aid in predicting coastal impacts.
Jeremy Rohmer, Deborah Idier, Remi Thieblemont, Goneri Le Cozannet, and François Bachoc
Nat. Hazards Earth Syst. Sci., 22, 3167–3182, https://doi.org/10.5194/nhess-22-3167-2022, https://doi.org/10.5194/nhess-22-3167-2022, 2022
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We quantify the influence of wave–wind characteristics, offshore water level and sea level rise (projected up to 2200) on the occurrence of flooding events at Gâvres, French Atlantic coast. Our results outline the overwhelming influence of sea level rise over time compared to the others. By showing the robustness of our conclusions to the errors in the estimation procedure, our approach proves to be valuable for exploring and characterizing uncertainties in assessments of future flooding.
Edgar U. Zorn, Aiym Orynbaikyzy, Simon Plank, Andrey Babeyko, Herlan Darmawan, Ismail Fata Robbany, and Thomas R. Walter
Nat. Hazards Earth Syst. Sci., 22, 3083–3104, https://doi.org/10.5194/nhess-22-3083-2022, https://doi.org/10.5194/nhess-22-3083-2022, 2022
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Tsunamis caused by volcanoes are a challenge for warning systems as they are difficult to predict and detect. In Southeast Asia there are many active volcanoes close to the coast, so it is important to identify the most likely volcanoes to cause tsunamis in the future. For this purpose, we developed a point-based score system, allowing us to rank volcanoes by the hazard they pose. The results may be used to improve local monitoring and preparedness in the affected areas.
Jorge León, Alejandra Gubler, and Alonso Ogueda
Nat. Hazards Earth Syst. Sci., 22, 2857–2878, https://doi.org/10.5194/nhess-22-2857-2022, https://doi.org/10.5194/nhess-22-2857-2022, 2022
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Our research focuses on how the geophysical characteristics of coastal cities can determine evacuees' vulnerability during a tsunami evacuation. We identify, analyse, and rank some of those essential characteristics by examining seven case studies in Chile through computer-based inundation, evacuation, and statistical regressive modelling. These results could lead to urban planning guidelines to enhance future evacuations and increase resilience to global tsunamis.
Azucena Román-de la Sancha, Rodolfo Silva, Omar S. Areu-Rangel, Manuel Gerardo Verduzco-Zapata, Edgar Mendoza, Norma Patricia López-Acosta, Alexandra Ossa, and Silvia García
Nat. Hazards Earth Syst. Sci., 22, 2589–2609, https://doi.org/10.5194/nhess-22-2589-2022, https://doi.org/10.5194/nhess-22-2589-2022, 2022
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Transport networks in coastal urban areas are vulnerable to seismic events, with damage likely due to both ground motions and tsunami loading. The paper presents an approach that captures the earthquake–tsunami effects on transport infrastructure in a coastal area, taking into consideration the combined strains of the two events. The model is applied to a case in Manzanillo, Mexico, using ground motion records of the 1995 earthquake–tsunami event.
Tien-Chi Liu, Tso-Ren Wu, and Shu-Kun Hsu
Nat. Hazards Earth Syst. Sci., 22, 2517–2530, https://doi.org/10.5194/nhess-22-2517-2022, https://doi.org/10.5194/nhess-22-2517-2022, 2022
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The findings from historical reports and numerical studies suggest the 1781 Jiateng Harbor flooding and the 1782 tsunami should be two independent incidents. Local tsunamis generated in southwest Taiwan could be responsible for the 1781 flooding, while the existence of the 1782 tsunami remains doubtful. With the documents of a storm event on 22 May 1782, the possibility that the significant water level of the 1782 tsunami was caused by storm surges or multiple hazards could not be ignored.
Mariana C. A. Clare, Tim W. B. Leijnse, Robert T. McCall, Ferdinand L. M. Diermanse, Colin J. Cotter, and Matthew D. Piggott
Nat. Hazards Earth Syst. Sci., 22, 2491–2515, https://doi.org/10.5194/nhess-22-2491-2022, https://doi.org/10.5194/nhess-22-2491-2022, 2022
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Assessing uncertainty is computationally expensive because it requires multiple runs of expensive models. We take the novel approach of assessing uncertainty from coastal flooding using a multilevel multifidelity (MLMF) method which combines the efficiency of less accurate models with the accuracy of more expensive models at different resolutions. This significantly reduces the computational cost but maintains accuracy, making previously unfeasible real-world studies possible.
Elke Magda Inge Meyer, Ralf Weisse, Iris Grabemann, Birger Tinz, and Robert Scholz
Nat. Hazards Earth Syst. Sci., 22, 2419–2432, https://doi.org/10.5194/nhess-22-2419-2022, https://doi.org/10.5194/nhess-22-2419-2022, 2022
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The severe storm tide of 13 March 1906 is still one of the most severe storm events for the East Frisian coast. Water levels from this event are considered for designing dike lines. For the first time, we investigate this event with a hydrodynamic model by forcing with atmospheric data from 147 ensemble members from century reanalysis projects and a manual reconstruction of the synoptic situation. Water levels were notably high due to a coincidence of high spring tides and high surge.
Julius Schlumberger, Christian Ferrarin, Sebastiaan N. Jonkman, Manuel Andres Diaz Loaiza, Alessandro Antonini, and Sandra Fatorić
Nat. Hazards Earth Syst. Sci., 22, 2381–2400, https://doi.org/10.5194/nhess-22-2381-2022, https://doi.org/10.5194/nhess-22-2381-2022, 2022
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Flooding has serious impacts on the old town of Venice. This paper presents a framework combining a flood model with a flood-impact model to support improving protection against future floods in Venice despite the recently built MOSE barrier. Applying the framework to seven plausible flood scenarios, it was found that individual protection has a significant damage-mediating effect if the MOSE barrier does not operate as anticipated. Contingency planning thus remains important in Venice.
Md Jamal Uddin Khan, Fabien Durand, Kerry Emanuel, Yann Krien, Laurent Testut, and A. K. M. Saiful Islam
Nat. Hazards Earth Syst. Sci., 22, 2359–2379, https://doi.org/10.5194/nhess-22-2359-2022, https://doi.org/10.5194/nhess-22-2359-2022, 2022
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Cyclonic storm surges constitute a major threat to lives and properties along the vast coastline of the Bengal delta. From a combination of cyclone and storm surge modelling, we present a robust probabilistic estimate of the storm surge flooding hazard under the current climate. The estimated extreme water levels vary regionally, and the inland flooding is strongly controlled by the embankments. More than 1/10 of the coastal population is currently exposed to 50-year return period flooding.
Cited articles
Alcock, G.: Parameterizing extreme still water levels and waves in design level studies, Report No. 183, Institute of Oceanographic Sciences, available at: http://eprints.soton.ac.uk/14599/1/14599-01.pdf (last access: 5 February 2015), 1984.
Araújo, I. B. and Pugh, D. T.: Sea Levels at Newlyn 1915–2005: Analysis of Trends for Future Flooding Risks, J. Coastal Res., 24, 203–212, 2008.
Batstone, C., Lawless, M., Tawn, J., Horsburgh, K., Blackman, D., McMillan, A., Worth, D., Laeger, S., and Hunt, T.: A UK best-practice approach for extreme sea-level analysis along complex topographic coastlines, Ocean Eng., 71, 28–39, 2013.
Baxter, P. J.: The east coast Big Flood, 31 January–1 February 1953: a summary of the human disaster, Phil. T. Roy. Soc. A: Mathematical, Physical and Engineering Sciences, 363, 1293–1312, 2005.
BBC: Suffolk flooding: Shingle Street sea wall repairs underway, 12 December 2013, last updated at 02:14, available at: http://www.bbc.co.uk/news/uk-england-suffolk-25343116 (last access: 15 January 2015), 2013a.
BBC: Tidal surge hits east UK coastal towns after storm, 6 December 2013, last updated at 17:19, available at: http://www.bbc.co.uk/news/uk-25253080 (last access: 3 February 2015), 2013b.
BBC: 10 key moments of the UK winter storms, 17 February 2014, BBC News. available at: http://www.bbc.co.uk/news/uk-26170904 (last access: 15 January 2015), 2014a.
BBC: Channel Islands flooded after `highest tide of the year', 3 March 2014, BBC News, Jersey, available at: http://www.bbc.co.uk/news/world-europe-jersey-26390204 (last access: 15 January 2015), 2014b.
Bradley, S. L., Milne, G. A., Teferle, F. N., Bingley, R. M., and Orliac, E. J.: Glacial isostatic adjustment of the British Isles: new constraints from GPS measurements of crustal motion, Geophys. J. Int., 178, 14–22, 2009.
Brown, J. M., Souza, A. J., and Wolf, J.: An investigation of recent decadal-scale storm events in the eastern Irish Sea, J. Geophys. Res., 115, C05018, https://doi.org/10.1029/2009JC005662, 2010.
Church, J. A. and White, N. J.: A 20th century acceleration in global sea-level rise, Geophys. Res. Lett., 33, L01602, https://doi.org/10.1029/2005GL024826, 2006.
Church, J. A., Clark, P. U., Cazenave, A., Gregory, J. M., Jevrejeva, S., Levermann, A., Merrifield, M. A., Milne, G. A., Nerem, R. S., Nunn, P. D., Payne, A. J., Pfeffer, W. T., Stammer, D., and Unnikrishnan, A. S.: Sea level change, in: Climate Change 2013: the Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, edited by: Stocker, T. F., Qin, D., Plattner, G.-K., Tignor, M., Allen, S. K., Boschung, J., Nauels, A., Xia, Y., Bex, V., and Midgley, P. M., Cambridge Univer5 sity Press, Cambridge, UK and New York, NY, USA, 1137–1216, 2013.
Coles, S. G. and Tawn, J. A.: Statistics of coastal flood prevention, Phil. T. Roy. Soc. London–Series A: Physical and Engineering Sciences, 332, 457–476, 1990.
Cooper, N. and Pontee, N.: Appraisal and evolution of the littoral `sediment cell' concept in applied coastal management: experiences from England and Wales, Ocean Coast. Manag., 49, 498–510, 2006.
DCLG: Planning Policy Statement 25: Development and Flood Risk Practice Guide, December 2009, Department for Communities and Local Government, available at: https://www.gov.uk/government/uploads/system/uploads/attachment_data/file/7772/pps25guideupdate.pdf (last access: 3 February 2015), 2009.
Defra: Water Bill: Flood Insurance, November 2013, Department for Environment, Food and Rural Affairs, available at: https://www.gov.uk/government/uploads/system/uploads/attachment_data/file/259665/pb14066-water-bill-flood-insurance.pdf (last access: 3 February 2015), 2013.
Dissanayake, P., Brown, J., and Karunarathna, H.: Modelling storm-induced beach/dune evolution: Sefton coast, Liverpool Bay, UK, Marine Geol., 357, 225–242, 2014.
Dissanayake, P., Brown, J., and Karunarathna, H.: Impacts of storm chronology on the morphological changes of the Formby beach and dune system, UK, Nat. Hazards Earth Syst. Sci., 15, 1533–1543, https://doi.org/10.5194/nhess-15-1533-2015, 2015.
Dolphin, T., Vincent, C., Coughlan, C., and Rees, J.: Variability in sandbank behaviour at decadal and annual time-scales and implications for adjacent beaches, J. Coast. Res., 50, 731–737, 2007.
EA: Flooding in England: A National Assessment of Flood Risk, Environment Agency, available at: http://publications.environment-agency.gov.uk/PDF/GEHO0609BQDS-E-E.pdf (last access: 14 April 2015), 2009.
EADT: Sizewell C: Scientists probing N-plant flood threat, available at: http://www.eadt.co.uk/business/sizewell_c_scientists_probing_n_plant_flood_threat_1_1811534 (last access: 3 December 2014), 2013.
EDF Energy: Sizewell C: Initial Proposals and Options Consultation Document, November 2012, available at: http://sizewell.edfenergyconsultation.info/wp-content/uploads/Consultationdocument.pdf (last access: 2 September 2015), 2012.
Esteves, L. S., Brown, J. M., Williams, J. J., and Lymbery, G.: Quantifying thresholds for significant dune erosion along the Sefton Coast, Northwest England, Geomorphology, 143, 52–61, 2012.
Flather, R. A.: A numerical model investigation of the storm surge of 31 January and 1 February 1953 in the North Sea, Q. J. Roy. Meteorol. Soc., 110, 591–612, 1984.
Gerritsen, H.: What happened in 1953? The Big Flood in the Netherlands in retrospect, Phil. T. Roy. Soc. A: Mathematical, Physical and Engineering Sciences, 363, 1271–1291, 2005.
Gönnert, G., Dube, S. K., Murty, T. S., and Siefert, W.: Global Storm Surges: Theory Observation and Applications, German Eng. Res. Council, 63, 623 p., 2001.
Haigh, I., Nicholls, R., and Wells, N.: Assessing changes in extreme sea levels: Application to the English Channel, 1900–2006, Cont. Shelf Res., 30, 1042–1055, 2010.
Haigh, I. D., Eliot, M., and Pattiaratchi, C.: Global influences of the 18.61 year nodal cycle and 8.85 year cycle of lunar perigee on high tidal levels, J. Geophys. Res., 116, C06025, https://doi.org/10.1029/2010JC006645, 2011.
Hames, D. and Reeve, D.: The joint probability of waves and high sea levels in coastal defence, in: Proceedings of Flood Risk Assessment II Conference, 09-04 2nd IMA International Conference on Flood Risk Assessment, 4–5 September 2007, Institute of Mathematics & Its Applications, University of Plymouth, 97–106, available at: http://www.ima.org.uk/viewItem.cfm-cit_id=383896.html (last access: 4 April 2015), 2007.
Hanson, S., Nicholls, R., Ranger, N., Hallegatte, S., Corfee-Morlot, J., Herweijer, C., and Chateau, J.: A global ranking of port cities with high exposure to climate extremes, Clim. Change, 104, 89–111, 2011.
Hawkes, P. and Gouldby, B.: The joint probability of waves and water levels, JOINSEA-User Manual, HR Wallingford, Wallingford, UK, 1998.
Hawkes, P. and Svensson, C.: Joint Probability: Dependence mapping and best practice, Defra/Environment AGency R & D Interim Technical Report FD2308/TR1, HR Wallingford, UK, 120 p., 2003.
Hawkes, P. J., Gouldby, B. P., Tawn, J. A., and Owen, M. W.: The joint probability of waves and water levels in coastal engineering design, J. Hydraul. Res., 40, 241–251, 2002.
Heaps, N. S.: Storm surges, 1967–1982, Geophys. J. Roy. Astron. Soc., 74, 331–376, 1983.
Horsburgh, K. J. and Wilson, C.: Tide-surge interaction and its role in the distribution of surge residuals in the North Sea, J. Geophys. Res., 112, 1–13, 2007.
Kalnay, E., Kanamitsu, M., Kistler, R., Collins, W., Deaven, D., Gandin, L., Iredell, M., Saha, S., White, G., and Woollen, J.:. The NCEP/NCAR 40-year reanalysis project, B. Am. Meteorol. Soc., 77, 437–471, 1996.
Lamb, H.: Historic storms of the North Sea, British Isles and Northwest Europe, Cambridge 30 University Press, Cambridge, 1991.
Lennon, G.:. The identification of weather conditions associated with the generation of major storm surges along the west coast of the British Isles, Q. J. Roy. Meteorol. Soc., 89, 381–394, 1963.
Leonard-Williams, A. and Saulter, A.: Comparing EVA results from analysis of 12 years of WAVEWATCH III\texttrademark and 50 years of NORA10 data. Forecasting Research Technical Report No: 574, available at: http://www.metoffice.gov.uk/media/pdf/8/3/FRTR574.pdf (last access: January 2014), 2013.
Li, F., Van Gelder, P. H. A. J. M., Callaghan, D. P., Jongejan, R. B., Den Heijer, C., and Ranasinghe, R.: Probabilistic modeling of wave climate and predicting dune erosion, J. Coast. Res. Spec. Issue, 65, 760–765, 2013.
Magnox: Sizewell A Site Strategic Environmental Assessment, Site Specific Baseline, September 2014, Magnox Ltd, available at: https://magnoxsites.com/wp-content/uploads/2014/11/Sizewell-A-SEA-FINAL.pdf (last access: 2 September 2015), 2014.
Matthews, T., Murphy, C., Wilby, R. L., and Harrigan, S.: Stormiest winter on record for Ireland and UK, Nature Clim. Change, 4, 738–740, 2014.
McMillan, A., Batstone, C., Worth, D., Tawn, J. A., Horsburgh, K., and Lawless, M.: Coastal flood boundary conditions for UK mainland and islands, Project SC060064/TR2, Design sea levels, Environment Agency, Bristol, UK, 2011a.
McMillan, A., Johnson, A., Worth, D., Tawn, J. A., and Hu, K.:. Coastal flood boundary conditions for UK mainland and islands, Project SC060064/TR3, Design swell waves, Environment Agency, Bristol, UK, 2011b.
McRobie, A., Spencer, T., and Gerritsen, H.: The Big Flood: North Sea storm surge, Phil. T. Roy. Soc. A: Mathematical, Physical and Engineering Sciences, 363, 1263–1270, 2005.
Menéndez, M. and Woodworth, P. L.: Changes in extreme high water levels based on a quasi-global tide-gauge data set, J. Geophys. Res., 115, C10011, https://doi.org/10.1029/2009JC005997, 2010.
Met Office: Winter storms, December 2013 to January 2014, Online report, available at: http://www.metoffice.gov.uk/climate/uk/interesting/2013-decwind (last access: 3 February 2015), 2014.
Motyka, J. M. and Brampton, A. H.: Coastal management: mapping of littoral cells, HR Wallingford Report SR328, 1993.
NT: How have the storms affected the coast? The National Trust – coast & countryside, available at: http://www.nationaltrust.org.uk/article-1355824158683/, last access: 6 November 2014.
Plater, A. J. and Grenville, J.: Liverpool Bay: Linking the eastern Irish Sea to the Sefton Coast, in: Sefton's Dynamic Coast, edited by: Worsley, A. T., Lymbery, G., Holden, V. J. C., and Newton, M., Coastal Defence: Sefton MBC Technical Services Department, Ainsdale-on-Sea, Southport, p. 28–54, ISBN 978-0-9566350-0-6, 2010.
Pugh, D. T.: Tides, surges and mean sea-level. A handbook for engineers and scientists, Wiley, Chichester, 2004.
Pye, K. and Blott, S. J.:. Coastal processes and morphological change in the Dunwich-Sizewell area, Suffolk, UK, J. Coast. Res., 22, 453–473, 2006.
Pye, K. and Blott, S.: Decadal-scale variation in dune erosion and accretion rates: an investigation of the significance of changing storm tide frequency and magnitude on the Sefton coast, UK, Geomorphology, 102, 652–666, 2008.
Pye, K. and Blott, S. J.: Progressive Breakdown of a Gravel-Dominated Coastal Barrier, Dunwich–Walberswick, Suffolk, UK.: Processes and Implications, J. Coast. Res., 25, 589–602, 2009.
Quinn, N., Lewis, M., Wadey, M., and Haigh, I.: Assessing the temporal variability in extreme storm-tide time series for coastal flood risk assessment, J. Geophys. Res.-Oceans, 119, 4983–4998, 2014.
Ramsbottom, D., Tarrant, O., and Cooper, A.: Sources of flooding on floodplains of the tidal Thames, HR Wallingford, available at: http://eprints.hrwallingford.co.uk/63/1/HRPP325_Sources_of_flooding_on_floodplains_of_the_tidal_Thames.pdf (last access: 3 February 2015), 2006.
Rossiter, J. R.: The North Sea Storm Surge of 31 January and 1 February 1953, Phil. T. Roy. Soc. London Series A, Mathematical and Physical Sciences, 246, 371–400, 1954.
Royal Haskoning: SUFFOLK SMP2 Sub-cell 3c, Policy Development Zone 3 – Easton Broad to Dunwich Cliffs. Available online:
Ruocco, A., Nicholls, R., Haigh, I., and Wadey, M.: Reconstructing coastal flood occurrence combining sea level and media sources: a case study of the Solent, UK since 1935, Nat. Hazards, 59, 1773–1796, 2011.
SDC: East Coast Tidal Surge – 5 & 6 December 2013, available at: http://www.suffolkcoastal.gov.uk/yourdistrict/planning/coastal-management/tidalsurge/, last access: 28 October 2014.
SFCN: 1. December Tidal Surge, available at: http://www.greensuffolk.org/assets/Greenest-County/Coastal/Suffolk-Flood–Coastal-News/Suffolk-Flood-and-Coastal-News-Feb-2014.pdf, last access: 29 October 2014.
Shennan, I. and Horton, B.:. Holocene land- and sea-level changes in Great Britain, J. Quat. Sci., 17, 511–526, 2002.
Smith, P. H.: Effects of winter storm surges on the Sefton Coast, north Merseyside, Sand Dune and Shingle Network Eighteenth Newsletter, March 2014, Linking science and management, Liverpool Hope University, available at: http://coast.hope.ac.uk/media/liverpoolhope/contentassets/images/coast/media,38794,en.pdf, last access: 6 Novermber 2014.
Spencer, T., Brooks, S. M., Evans, B. R., Tempest, J. A., and Möller, I.: Southern North Sea storm surge eventof 5 December 2013: Water levels, waves and coastal impacts, Earth-Sci. Rev., 146, 120–145, 2015.
Steers, J. A.: The East Coast Floods, January 31–February 1 1953, Geographical J., 119, 280–295, 1953.
Stevens, A. J., Clarke, D., and Nicholls, R. J.: Trends in reported flooding in the UK: 1884–2013, Hydrol. Sci. J., https://doi.org/10.1080/02626667.2014.950581, 2014.
Stevens, A. J., Clarke, D., Nicholls, R. J., and Wadey, M. P.: Estimating the long-term historic evolution of exposure to flooding of coastal populations, Nat. Hazards Earth Syst. Sci., 15, 1215–1229, https://doi.org/10.5194/nhess-15-1215-2015, 2015.
Tucker, M., Carr, A., and Pitt, E.: The effect of an offshore bank in attenuating waves, Coastal Eng., 7, 133–144, 1983.
Wadey, M. P., Nicholls, R. J., and Haigh, I.: Understanding a coastal flood event: the 10th March 2008 storm surge event in the Solent, UK, Nat. Hazards, 67, 829–854, 2013.
Wadey, M. P., Haigh, I. D., and Brown, J. M.: A century of sea level data and the UK's 2013/14 storm surges: an assessment of extremes and clustering using the Newlyn tide gauge record, Ocean Sci., 10, 1031–1045, https://doi.org/10.5194/os-10-1031-2014, 2014.
Wadey, M. P., Cope, S. N., Nicholls, R. J., McHugh, K., Grewcock, G., and Mason, T.: Coastal flood analysis and visualisation for a small town, Ocean Coast. Manag., 116, 237–247, 2015.
Wahl, T., Jensen, J., Frank, T., and Haigh, I.: Improved estimates of mean sea level changes in the German Bight over the last 166 years, Ocean Dynam., 61, 701–715, 2011.
Wahl, T., Mudersbach, C., and Jensen, J.: Assessing the hydrodynamic boundary conditions for risk analyses in coastal areas: a multivariate statistical approach based on Copula functions, Nat. Hazards Earth Syst. Sci., 12, 495–510, https://doi.org/10.5194/nhess-12-495-2012, 2012.
Wilby, R., Nicholls, R., Warren, R., Wheater, H., Clarke, D., and Dawson, R.: New nuclear build: adaptation options over the full life-cycle, Proc. Inst. Civil Eng., 164, 129–136, 2011.
Wirral Council: Flood investigation report for 5 December 2013, available online: http://www.wirral.gov.uk/my-services/advice-and-benefits/emergencies/floods/flood-monitoring-and-reports, last access: 13 November 2014.
Wolf, J. and Flather, R. A.: Modelling waves and surges during the 1953 storm, Phil. T. Roy. Soc. A: Mathematical, Physical and Engineering Sciences, 363, 1359–1375, 2005.
Woodworth, P., Teferle, F. N., Bingley, R., Shennan, I., and Williams, S.: Trends in UK mean sea level revisited, Geophys. J. Int., 176, 19–30, 2009.
Zappa, G., Shaffrey, L. C., Hodges, K. I., Sansom, P. G., and Stephenson, D. B.: A Multimodel Assessment of Future Projections of North Atlantic and European Extratropical Cyclones in the CMIP5 Climate Models*, J. Climate, 26, 5846–5862, 2013.
Zou, Q. P., Chen, Y., Cluckie, I., Hewston, R., Pan, S., Peng, Z., and Reeve, D.: Ensemble prediction of coastal flood risk arising from overtopping by linking meteorological, ocean, coastal and surf zone models, Q. J. Roy. Meteorol. Soc., 139, 298–313, 2013.
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