Articles | Volume 13, issue 12
https://doi.org/10.5194/nhess-13-3113-2013
© Author(s) 2013. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Special issue:
https://doi.org/10.5194/nhess-13-3113-2013
© Author(s) 2013. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
| 
05 Dec 2013
Research article |
| 05 Dec 2013
Sediment transport on the inner shelf off Khao Lak (Andaman Sea, Thailand) during the 2004 Indian Ocean tsunami and former storm events: evidence from foraminiferal transfer functions
Y. Milker
Center of Earth System Research and Sustainability, University of Hamburg, Hamburg, Germany
M. Wilken
Center of Earth System Research and Sustainability, University of Hamburg, Hamburg, Germany
J. Schumann
Center of Earth System Research and Sustainability, University of Hamburg, Hamburg, Germany
D. Sakuna
Institute of Geosciences, Coastal and Shelf Research, University of Kiel, Kiel, Germany
P. Feldens
Institute of Geosciences, Coastal and Shelf Research, University of Kiel, Kiel, Germany
GEOMAR Helmholtz Centre for Ocean Research Kiel, Kiel, Germany
K. Schwarzer
Institute of Geosciences, Coastal and Shelf Research, University of Kiel, Kiel, Germany
G. Schmiedl
Center of Earth System Research and Sustainability, University of Hamburg, Hamburg, Germany
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Clim. Past Discuss., https://doi.org/10.5194/cp-2017-139, https://doi.org/10.5194/cp-2017-139, 2017
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Clim. Past, 13, 1791–1813, https://doi.org/10.5194/cp-13-1791-2017, https://doi.org/10.5194/cp-13-1791-2017, 2017
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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.
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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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Guangsheng Zhao and Xiaojing Niu
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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.
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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
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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.
Alisée A. Chaigneau, Melisa Menéndez, Marta Ramírez-Pérez, and Alexandra Toimil
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2024-100, https://doi.org/10.5194/nhess-2024-100, 2024
Revised manuscript accepted for NHESS
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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 storm surge estimates compared to parametric wind models. Including ocean circulations reduces errors in storm surge estimates.
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.
Alisée A. Chaigneau, Angélique Melet, Aurore Voldoire, Guillaume Reffray, Stéphane Law-Chune, and Lotfi Aouf
EGUsphere, https://doi.org/10.5194/egusphere-2024-1061, https://doi.org/10.5194/egusphere-2024-1061, 2024
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Climate change induced sea level rise increases the frequency of extreme sea levels. This paper presents regional projections of extreme sea levels for western Europe produced with high-resolution models (~6 km). Unlike commonly used coarse-scale global climate models, this approach allows 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.
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.
Christopher Stokes, Timothy Poate, Gerd Masselink, Tim Scott, and Steve Instance
EGUsphere, https://doi.org/10.5194/egusphere-2024-482, https://doi.org/10.5194/egusphere-2024-482, 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 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.
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.
Enrico Duo, Juan Montes, Marine Le Gal, Tomás Fernández-Montblanc, Paolo Ciavola, and Clara Armaroli
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2023-197, https://doi.org/10.5194/nhess-2023-197, 2023
Revised manuscript accepted for NHESS
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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 coastal flood direct impacts on population, buildings, and roads along the 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.
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.
Bene Aschenneller, Roelof Rietbroek, and Daphne van der Wal
EGUsphere, https://doi.org/10.5194/egusphere-2023-2320, https://doi.org/10.5194/egusphere-2023-2320, 2023
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Shorelines retreat or advanve 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.
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.
Joshua Kiesel, Marvin Lorenz, Marcel König, Ulf Gräwe, and Athanasios T. Vafeidis
Nat. Hazards Earth Syst. Sci., 23, 2961–2985, https://doi.org/10.5194/nhess-23-2961-2023, https://doi.org/10.5194/nhess-23-2961-2023, 2023
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Among the Baltic Sea littoral states, Germany is anticipated to experience considerable damage as a result of increased coastal flooding due to sea-level rise (SLR). Here we apply a new modelling framework to simulate how flooding along the German Baltic Sea coast may change until 2100 if dikes are not upgraded. We find that the study region is highly exposed to flooding, and we emphasise the importance of current plans to update coastal protection in the future.
Zhang Haixia, Cheng Meng, and Fang Weihua
Nat. Hazards Earth Syst. Sci., 23, 2697–2717, https://doi.org/10.5194/nhess-23-2697-2023, https://doi.org/10.5194/nhess-23-2697-2023, 2023
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Simultaneous storm surge and waves can cause great damage due to cascading effects. Quantitative joint probability analysis is critical to determine their optimal protection design values. The joint probability of the surge and wave for the eastern coasts of Leizhou Peninsula and Hainan are estimated with a Gumbel copula based on 62 years of numerically simulated data, and the optimal design values under various joint return periods are derived using the non-linear programming method.
Clare Lewis, Tim Smyth, David Williams, Jess Neumann, and Hannah Cloke
Nat. Hazards Earth Syst. Sci., 23, 2531–2546, https://doi.org/10.5194/nhess-23-2531-2023, https://doi.org/10.5194/nhess-23-2531-2023, 2023
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Meteotsunami are globally occurring water waves initiated by atmospheric disturbances. Previous research has suggested that in the UK, meteotsunami are a rare phenomenon and tend to occur in the summer months. This article presents a revised and updated catalogue of 98 meteotsunami that occurred between 1750 and 2022. Results also demonstrate a larger percentage of winter events and a geographical pattern highlighting the
hotspotregions that experience these events.
Melissa Wood, Ivan D. Haigh, Quan Quan Le, Hung Nghia Nguyen, Hoang Ba Tran, Stephen E. Darby, Robert Marsh, Nikolaos Skliris, Joël J.-M. Hirschi, Robert J. Nicholls, and Nadia Bloemendaal
Nat. Hazards Earth Syst. Sci., 23, 2475–2504, https://doi.org/10.5194/nhess-23-2475-2023, https://doi.org/10.5194/nhess-23-2475-2023, 2023
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We used a novel database of simulated tropical cyclone tracks to explore whether typhoon-induced storm surges present a future flood risk to low-lying coastal communities around the South China Sea. We found that future climate change is likely to change tropical cyclone behaviour to an extent that this increases the severity and frequency of storm surges to Vietnam, southern China, and Thailand. Consequently, coastal flood defences need to be reviewed for resilience against this future hazard.
Sang-Guk Yum, Moon-Soo Song, and Manik Das Adhikari
Nat. Hazards Earth Syst. Sci., 23, 2449–2474, https://doi.org/10.5194/nhess-23-2449-2023, https://doi.org/10.5194/nhess-23-2449-2023, 2023
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This study performed analysis on typhoon-induced coastal morphodynamics for the Mokpo coast. Wetland vegetation was severely impacted by Typhoon Soulik, with 87.35 % of shoreline transects experiencing seaward migration. This result highlights the fact that sediment resuspension controls the land alteration process over the typhoon period. The land accretion process dominated during the pre- to post-typhoon periods.
Olle Räty, Marko Laine, Ulpu Leijala, Jani Särkkä, and Milla M. Johansson
Nat. Hazards Earth Syst. Sci., 23, 2403–2418, https://doi.org/10.5194/nhess-23-2403-2023, https://doi.org/10.5194/nhess-23-2403-2023, 2023
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We studied annual maximum sea levels in the Finnish coastal region. Our aim was to better quantify the uncertainty in them compared to previous studies. Using four statistical models, we found out that hierarchical models, which shared information on sea-level extremes across Finnish tide gauges, had lower uncertainty in their results in comparison with tide-gauge-specific fits. These models also suggested that the shape of the distribution for extreme sea levels is similar on the Finnish coast.
Christian Ferrarin, Florian Pantillon, Silvio Davolio, Marco Bajo, Mario Marcello Miglietta, Elenio Avolio, Diego S. Carrió, Ioannis Pytharoulis, Claudio Sanchez, Platon Patlakas, Juan Jesús González-Alemán, and Emmanouil Flaounas
Nat. Hazards Earth Syst. Sci., 23, 2273–2287, https://doi.org/10.5194/nhess-23-2273-2023, https://doi.org/10.5194/nhess-23-2273-2023, 2023
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The combined use of meteorological and ocean models enabled the analysis of extreme sea conditions driven by Medicane Ianos, which hit the western coast of Greece on 18 September 2020, flooding and damaging the coast. The large spread associated with the ensemble highlighted the high model uncertainty in simulating such an extreme weather event. The different simulations have been used for outlining hazard scenarios that represent a fundamental component of the coastal risk assessment.
Charline Dalinghaus, Giovanni Coco, and Pablo Higuera
Nat. Hazards Earth Syst. Sci., 23, 2157–2169, https://doi.org/10.5194/nhess-23-2157-2023, https://doi.org/10.5194/nhess-23-2157-2023, 2023
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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.
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.
Cited articles
Backhaus, K., Erichson, B., Plinke, W., and Weiber, R.: Multivariate Analysemethoden, 11th Edn., Springer, Berlin, Heidelberg, New York, 2006.
Beavington-Penney, S. J. and Racey, A.: Ecology of extant nummulitids and other larger benthic foraminifera: applications in palaeoenvironmental analysis, Earth-Sci. Rev., 67, 219–265, 2004.
Bell, R., Cowan, H., Dalziell, E., Evans, N., O'Leary, M., Rush, B., and Yule, L.: Survey of impacts on the Andaman coast, southern Thailand following the great Sumatra-Andaman earthquake and tsunami of December 26, 2004, Bull. New Zealand Soc. Earth. Eng., 38, 124–148, 2005.
Berkeley, A., Perry, C. T., Smithers, S. G., Horton, B. P., and Cundy, A. B.: Foraminiferal biofacies across mangrove-mudflat environments at Cocoa Creek, north Queensland, Australia, Mar. Geol., 263, 64–86, 2009.
Birks, H. J. B.: Quantitative palaeoenvironmental reconstructions, in: Statistical Modelling of Quaternary Science Data, edited by: Maddy, D. and Brew, J. S., Cambridge, 161–254, 1995.
Birks, H. J. B.: Numerical tools in palaeolimnology – Progress, potentialities, and problems, J. Paleolimnol., 20, 307–332, 1998.
Birks, H. J. B., Line, J. M., Juggins, S., Stevenson, A. C., and Ter Braak, C. J. F.: Diatoms and pH reconstruction, Phil. Trans. R. Soc. Lond., B 327, 263–278, 1990.
Brill, D., Klasen, N., Jankaew, K., Brückner, H., Kelletat, D., Scheffers, A., and Scheffers, S.: Local inundation distances and regional tsunami recurrence in the Indian Ocean inferred from luminescence dating of sandy deposits in Thailand, Nat. Hazards Earth Syst. Sci., 12, 2177–2192, https://doi.org/10.5194/nhess-12-2177-2012, 2012.
Briguglio, A. and Hohenegger, J.: How to react to shallow water hydrodynamics: The larger benthic foraminifera solution, Mar. Micropalaeontol., 81, 63–76, \https://doi.org/10.1016/j.marmicro.2011.07.004, 2011.
Choowong, M., Murakoshi, N., Hisada, K., Charusiri, P., Daorerk, V., Charoentitirat, T., Chutakositkanon, V., Jankaew, K., and Kanjanapayont, P.: Erosion and deposition by the 2004 Indian Ocean tsunami in Phuket and Phang-nga provinces, Thailand. J. Coastal Res., 23, 1270–1276, 2007.
Cushman, J. A.: The foraminifera of the Atlantic Ocean, Part 8: Rotaliidae, Amphisteginidae, Calcarinidae, Cymbalporettidae, Globorotallidae, Anomalinidae, Planorbulinidae, Pupertiidae and Homotremidae, Smithonian Institution, United States National Museum, Bulletin 104, Washington, 1931.
Dahanayake, K. and Kulasena, N.: Recognition of diagnostic criteria for recent- and paleo-tsunami sediments from Sri Lanka, Mar. Geol., 254, 180–186, https://doi.org/10.1016/j.margeo.2008.06.005, 2008.
Dominey-Howes, D., Dawson, A., and Smith, D.: Late Holocene coastal tectonics at Falasarna, western Crete: a sedimentary study, in: Coastal Tectonics, edited by: Stewart, I. and Vita-Finzi, C., Special Publications, Geological Society, London, 343–352, 1998.
Fagherazzi, S. and Du, X.,: Tsunamigenic incisions produced by the December 2004 earhquake along the coasts of Thailand, Indonesia and Sri Lanka, Geomorphology, 99, 120–129, https://doi.org/10.1016/j.geomorph.2007.10.015, 2007.
Feldens, P., Schwarzer, K., Szczuci\'nski, W., Stattegger, K., Sakuna, D., and Somgpongchaiykul, P.: Impact of 2004 tsunami on seafloor morphology and offshore sediments, Pakarang Cape, Thailand, Polish J. Environ. Stud, 18, 63–68, 2009.
Feldens, P., Schwarzer, K., Sakuna, D., Szczucinski, W., and Sompongchaiyakul, P.: Sediment distribution on the inner continental shelf off Khao Lak (Thailand) after the 2004 Indian Ocean tsunami, Earth Planet. Space, 64, 875–887, 2012.
Goineau, A., Fontanier, C., Jorissen, F. J., Lansard, B., Buscail, R., Mouret, A., Kerhervé, P., Zaragosi, S., Ernoult, E., Artéro, C., Anschutz, P., Metzger, E., and Rabouille, C.: Live (stained) benthic foraminifera from the Rhône prodelta (Gulf of Lion, NW Mediterranean): Environmental controls on a river-dominated shelf, J. Sea Res., 65, 58–75, 2011.
Goto, K., Chavanich, S. A., Imamura, F., Kunthasap, P., Matsui, T., Minoura, K., Sugawara, D., and Yanagisawa, H.: Distribution, origin and transport process of boulders deposited by the 2004 Indian Ocean tsunami at Pakarang Cape, Thailand, Sediment. Geol., 202, 821–837, 2007.
Hallock, P.: Algal symbiosis: A mathematical analysis, Mar. Biol., 62, 249–255, 1981.
Hawkes, A. D., Bird, M., Cowie, S., Grundy-Warr, C., Horton, B. P., Tan Shau Hwai, A., Law, L., Macgregor, C., Nott, J., Eong Ong, J., Rigg, J., Robinson, R., Tan-Mullins, M., Tiong Sa, T., Yasin, Z., and Wan Aik, L.: Sediments deposited by the 2004 Indian Ocean Tsunami along the Malaysia–Thailand Peninsula, Mar. Geol., 242, 169–190, 2007.
Hawkes, A. D., Horton, B. P., Nelson, A. R., and Hill, D. F.: The application of intertidal foraminifera to reconstruct coastal subsidence during the giant Cascadia earthquake of AD 1700 in Oregon, USA, Quaternary Int., 122, 116–140, 2010.
Hohenegger, J.: Depth coenoclines and environmental considerations of western pacific larger foraminifera, J. Foramin. Res., 34, 9–33, 2004.
Hohenegger, J.: Estimation of environmental paleogradient values based on presence/absence data: a case study using benthic foraminifera for paleodepth estimation, Palaeogeogr. Palaeocl., 217, 115–130, 2005.
Hohenegger, J., Yordanova, E., Nakano, Y., and Tatzreiter, F.: Habitats of larger foraminifera on the upper reef slope of Sesoko Island, Okinawa, Japan, Mar. Micropalaeontol., 36, 109–168, 1999.
Hori, K., Kuzumoto, R., Hirouchi, D., Umitsu, M., Janjirawuttikul, N., and Patanakanog, B.: Horizontal and vertical variation of 2004 Indian tsunami deposits: An example of two transects along the western coast of Thailand, Mar. Geol., 239, 163–172, https://doi.org/10.1016/j.margeo.2007.01.005, 2007.
Horton, B. P. and Edwards, R. J.: Quantifying Holocene sea-level change using intertidal foraminifera: Lessons from the British Isles, Cushman Foundation for Foraminiferal Research, Special publication No. 40, 1–97, 2006.
Horton, B. P., Edwards, R. J., and Lloyd, J. M.: A foraminiferal-based transfer function: Implications for sea-level studies, J. Foramin. Res., 29, 117–129, 1999.
Hottinger, L., Halicz, E., and Reiss, Z.: Recent foraminiferida from the Gulf of Aqaba, Red Sea, Academia Scientarum et Artium Slovenica, Classis IV: Historia Naturalis, Lubljana, 179 pp., 1993.
Jankaew, K., Atwater, B. F., Sawai, Y., Choowong, M. Charoentitirat, T., Martin M. E., and Prendergast, A.: Mediveal forewarning of the 2004 Indian Ocean Tsunami in Thailand, Nature, 455, 1228–1231, 2008.
Jones, R. W.: The Challenger Foraminifera, 1st Edn., Oxford University Press Inc., New York, 149 pp., 1994.
Juggins, S.: Software for ecological and palaeoecological data analysis and visualisation, Tutorial Version 1.3, 1–24, 2003.
Kemp, A. C., Horton, B. P., Corbett, R., Culver, S. J., Edwards, R. J., and van de Plassche, O.: The relative utility of foraminifera and diatoms for reconstructing late Holocene sea-level change in North Carolina, USA, Quaternary Res., 71, 9–21, 2009.
Kortegaas, S. and Dawson, A. G.: Distinguishing tsunami and storm deposits: An example from Martinhal, SW Portugal, Sediment. Geol., 200, 208–221, https://doi.org/10.1016/j.sedgeo.2007.01.004, 2007.
Kumar, V. S., Babu, V. R., Babu, M. T., Dhinakaran, G., and Rajamanickam, G. V.: Assessment of storm surge disaster potential for the Andaman Islands, J. Coastal Res., 24, 171–177, https://doi.org/10.2112/05-0506.1, 2008.
Lay, T., Kanamori, H., Ammon, C. J., Nettles, M., Ward, S. N., Aster, R. C., Beck, S. L., Bilek, S. L., Brudzinski, M. R., Butler, R., DeShon, H. R., Ekström, G., Satake, K., and Sipkin, S.: The great Sumatra-Andaman Earthquake of 26 December 2004, Science, 308, 1127–1132, 2005.
Leps, J. and Smilauer, P.: Multivariate analysis of ecological data using CANOCO, Cambridge University Press, Cambridge, 269 pp., 2003.
Levitus, S., and Boyer, T. P.: World Ocean Atlas 1994, Volume 4. Temperature, National Environmental Satellite, Data, and Information Service, Washington, DC (United States), 1994.
Malmgren, B. A. and Haq, B. U.: Assessmant of quantitative techniques in paleobiogeography, Mar. Micropaleontol., 7, 213–230, 1982.
Mamo, B., Strotz, L., and Dominey-Howes, D.: Tsunami sediments and their foraminiferal assemblages, Earth-Sci. Rev., 96, 263–278, 2009.
Mard Karlsson, J., Skelton, A., Sandén, M, Ioualalen, M., Kaewbanjak, N., Pophet, N., Asavanant, J., and von Matern, A.: Reconstructions of the coastal impact of the 2004 Indian Ocean tsunami in the Khao Lak area, Thailand, J. Geophys. Res., 114, C10023, https://doi.org/10.1029/2009JC005516, 2009.
Melis, R. and Violanti, D.: Foraminiferal biodiversity and Holocene evolution of the Phetchaburi coastal area (Thailand Gulf), Mar. Micropalaeontol., 61, 94–115, 2006.
Milker, Y. and Schmiedl, G.: A taxonomic guide to modern benthic shelf foraminifera of the western Mediterranean Sea., Palaeontol. Electron., 15, 1–134, 2012.
Milker, Y., Schmiedl, G., Betzler, C., Römer, M., Jaramillo-Vogel, D., and Siccha, M.: Distribution of Recent benthic foraminifera in neritic carbonate environments of the Western Mediterranean Sea, Mar. Micropalaeontol., 73, 207–225, https://doi.org/10.1016/j.marmicro.2009.10.003, 2009.
Milker, Y., Schmiedl, G., and Betzler, C.: Paleobathymetric history of the Western Mediterranean Sea shelf during the latest glacial period and the Holocene: Quantitative reconstructions based on foraminiferal transfer functions, Palaeogeogr. Palaeocl., 307, 324–338, https://doi.org/10.1016/j.palaeo.2011.05.031, 2011.
Mojtahid, M., Jorissen, F., Lansard, B., and Fontanier, C.: Microhabitat selection of benthic foraminifera in sediments off Rhone river mouth (NW Mediterranean), J. Foram. Res., 40, 231–246, https://doi.org/10.2113/gsjfr.40.3.231, 2010.
Morton, R. A., Gelfenbaum, G., and Jaffe, B. E.: Physical criteria for distinguishing sandy tsunami and storm deposits using modern examples, Sediment. Geol., 200, 184–207, https://doi.org/10.1016/j.sedgeo.2007.01.003, 2007.
Murray, J. W.: Ecology and Applications of Benthic Foraminifera, Cambridge University Press, Cambridge, 2006.
Nanayama, F. and Shigeno, K.: Inflow and outflow facies from the 1993 tsunami in southwest Hokkaido, Sediment. Geol., 187, 139–158, 2006.
Nanayama, F., Shigeno, K., Satake, K., Shimokawa, K., Koitabashi, S., Miyasaka, S., and Ishii, M.: Sedimentary differences between the 1993 Hokkaido-nansei-oki tsunami and the 1959 Miyakojima typhoon at Taisei, southwestern Hokkaido, northern Japan, Sediment. Geol., 135, 255–264, 2000.
Nelson, A. R., Sawai, Y., Jennings, A. E., Bradley, L.-A., Gerson, L., Sherrod, B. L., Sabean, J., and Horton, B. P.: Great-earthquake paleogeodesy and tsunamies of the past 2000 years at Alsea Bay, central Oregon coast, USA, Quaternary Sci. Rev., 27, 747–768, 2008.
Overpeck, J. T., Webb III., T., and Prentice, I. C.: Quantitative interpretation of fossil pollen spectra: Dissimilarity coefficients and the method of Modern Analogs, Quaternary Res., 23, 87–108, 1985.
Parker, J. H. and Gischler, E.: Modern foraminiferal distribution and diversity in two atolls from the Maldives, Indian Ocean, Mar. Micropaleontol., 78, 30–49, 2011.
Phantuwongraj, S., and Choowong, M.: Tsunamis versus storm deposits from Thailand, Nat. Hazards, 63, 31–50, 2012.
Rabinovich, A. B., Candella, R. N., and Thomson, R. E.: Energy Decay of the 2004 Sumatra Tsunami in the World Ocean, Pure Appl. Geophys, 168, 1919–1950, 2011.
Renema, W.: Large benthic foraminifera from the deep photic zone of a mixed siliciclastoc-carbonate shelf off East Kalimantan, Indonesia, Mar. Micropaleontol., 58, 73–82, 2006a.
Renema, W.: Habitat variables determining the occurrence of large benthic foraminifera in the Berau area (East Kalimantan, Indonesia), Coral Reefs, 25, 351–359, 2006b.
Rossi, V. and Horton, B. P.: The application of subtidal foraminifera-based transfer function to reconstruct Holocene paleobathymetry of the Po Delta, northern Adriatic Sea, J. Foramin. Res., 39, 180–190, 2009.
Saidova, K. M.: Benthic foraminifera communities of the Andaman Sea (Indian Ocean), Oceanology, 48, 517–523, 2008.
Sakuna, D., Szczucinski, W., Feldens, P., Schwarzer, K., and Khokiattiwong, S.: Sedimentary deposits left by the 2004 Indian Ocean tsunami on the inner continental shelf offshore of Khao Lak, Andaman Sea (Thailand), Earth Planet. Space, 64, 931–943, 2012.
Satyanarayana, A., Nallapa Reddy, A., Jaiprakash, B. C., and Chidambaram, L.: A note on foraminifera, grain size and clay mineralogy of tsunami sediments from Karaikal-Nagore-Nagapattinam beaches, Southeast coast of India, J. Geol. Soc. India, 69, 70–74, 2007.
Scheffers, A., Brill, D., Kelletat, D., Brückner, H., Scheffers, S., and Fox, K.: Holocene sea levels along the Andaman Sea coast of Thailand, Holocene, 22, 1169–1180, 2012.
Stein, S. and Okal, E. A.: Speed and size of the Sumatra earthquake, Nature, 434, 581–582, 2005.
Sugawara, D., Minoura, N., Tsukawaki, S., Goto, K., and Imamura, F.: Foraminiferal evidence of submarine sediment transport and deposition by backwash during the 2004 Indian Ocean tsunami, Isl. Arc, 18, 513–525, 2009.
Szarek, R., Kuhnt, T., Kawamura, H., and Kitazato, H.: Distribution of recent benthic foraminifera on the Sunda Shelf (South China Sea), Mar. Micropaleontol., 61, 171–195, 2006.
Ter Braak, C. J. F. and Juggins, S.: Weighted averaging partial least squares regression (WA-PLS): an improved method for reconstructing environmental variables from species assemblages, Hydrobiologia, 269/270, 485–502, 1993.
Ter Braak, C. J. F. and Smilauer, P.: CANOCO Reference manual and CanoDraw for Windows User's guide (version 4.5), Microcomputer power Ithaka, NY, USA, 500 pp., 2002.
Ter Braak, C. J. F., Juggins, S., Birks, H. J. B., and Van der Voet, H.: Weighted Averaging Least Squares regression (WA-PLS): definition and comparison with other methods for species-environment calibration, in: Multivariate Environmental Statistics, edited by: Patil, G. P. and Rao, C. R., Elsevier Science Publishers B.V. (North Holland), Amsterdam, 525–560, 1993.
Thampanya, U., Vermaat, J. E., Sinsakul, S., and Panapitukkul, N.: Coastal erosion and mangrove progradation of Southern Thailand, Estuar. Coast. Shelf S., 68, 75–85, 2006.
Tsuji, Y., Namegaya, Y., Matsumoto, H., Iwasaki, S.-I., Kanbua, W., Sriwichai, M., and Meesuk, V.: The 2004 Indian tsunami in Thailand: Surveyed runup heights and tide gauge records, Earth Planet. Space, 58, 223–232, 2006.
Uchida, J.-I., Fujuwara, O., Hasegawa, S., and Kamataki, T.: Sources and depositional processes of tsunami deposits: Analysis using foraminiferal tests and hydrodynamic verification, Isl. Arc, 19, 427–442, 2010.
Van der Zwaan, G. J., Jorissen, F. J., and de Stigter, H. C.: The depth dependency of planktonic/benthic foraminiferal ratios: Constraints and applications, Mar. Geol., 95, 1–16, 1990.
Varkey, M. J., Murty, V. S. N., and Suryanarayana, A.: Physical oceanography of the Bay of Bengal and Andaman Sea, Oceanogr. Mar. Biol. Ann. Rev, 34, 1–70, 1996.
Yawsangratt, S., Szczucinski, W., Chaimanee, N., Chatprasert, S., Majewski, W., and Lorenc, S.: Evidence of probable paleotsunami deposits on Kho Khao Island, Phang Nga Province, Thailand, Nat. Hazards, 23, 1270–1276, https://doi.org/10.2112/05-0561.1, 2011.
Yordanova, E. K. and Hohenegger, J.: Taphonomy of larger foraminifera: Relationships between living individuals and empty tests on flat reef slopes (Sesoko Island, Japan), Facies, 46, 169–203, https://doi.org/10.1007/BF02668080, 2002.
Yordanova, E. K. and Hohenegger, J.: Studies on settling, traction and entrainment of larger benthic foraminiferal tests: implications for accumulation in shallow marine sediments, Sedimentology, 54, 1273–1306, https://doi.org/10.1111/j.1365-3091.2007.00881.x, 2007.
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