Articles | Volume 21, issue 1
https://doi.org/10.5194/nhess-21-219-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/nhess-21-219-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
22 Jan 2021
Research article |
| 22 Jan 2021
| 22 Jan 2021
Probabilistic characterisation of coastal storm-induced risks using Bayesian networks
Laboratori d'Enginyeria Marítima, Universitat Politècnica de
Catalunya, BarcelonaTech, c/Jordi Girona 1–3, Campus Nord ed D1, 08034
Barcelona, Spain
Jose A. Jiménez
Laboratori d'Enginyeria Marítima, Universitat Politècnica de
Catalunya, BarcelonaTech, c/Jordi Girona 1–3, Campus Nord ed D1, 08034
Barcelona, Spain
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The work presents the first classification of weather types associated to compound events of extreme rainfall and coastal storms. These are found to be characterized by upper-level lows and troughs in conjunction with Mediterranean cyclones, resulting in severe to extreme coastal storms combined with convective systems. We used objective classification methods coupled with a Bayesian Network, testing different variables, domains and number of weather types.
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This paper is a preliminary study to characterize events of simultaneous heavy rainfall and damaging waves at the regional scale (~600 km of coastline) in the NW Mediterranean. The atmospheric pressure conditions of such events are also classified into three main weather types, which are characterized in terms of severity of the forcing and probability of co-occurrence of simultaneous hazardous waves and rain. The study also presents some historical cases that are compared with obtained results.
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Peng Zou, Gang Luo, Yuzhang Bi, and Hanhua Xu
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After the earthquake, the Turkish Government mobilized all available resources, ensured regular information updates, and deployed a significant number of rescue personnel to the affected areas. However, the scale of this devastating disaster, resulting in the loss of over 50,000 lives, underscores the critical importance of building earthquake-resistant structures as the most effective means to mitigate such calamities.
Nicoletta Nappo and Mandy Korff
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Cities in coastal and delta areas need effective engineering techniques to contrast subsidence and its damages. This paper presents a framework for choosing these techniques using a decision tree and four performance parameters. This procedure was tested on various cases representative of different scenarios. This demonstrated the potential of this method for initial screenings of techniques, to which site-specific assessment should always follow.
Nicole van Maanen, Joël J.-F. G. De Plaen, Timothy Tiggeloven, Maria Luisa Colmenares, Philip J. Ward, Paolo Scussolini, and Elco Koks
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2024-137, https://doi.org/10.5194/nhess-2024-137, 2024
Revised manuscript accepted for NHESS
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Nat. Hazards Earth Syst. Sci., 24, 3299–3314, https://doi.org/10.5194/nhess-24-3299-2024, https://doi.org/10.5194/nhess-24-3299-2024, 2024
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Ilyas Masih
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2024-163, https://doi.org/10.5194/nhess-2024-163, 2024
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Andra-Cosmina Albulescu and Iuliana Armaș
Nat. Hazards Earth Syst. Sci., 24, 2895–2922, https://doi.org/10.5194/nhess-24-2895-2024, https://doi.org/10.5194/nhess-24-2895-2024, 2024
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This study delves into the dynamics of vulnerability within a multi-hazard context, proposing an enhanced impact-chain-based framework that analyses the augmentation of vulnerability. The case study refers to the flood events and the COVID-19 pandemic that affected Romania (2020–2021). The impact chain shows that (1) the unforeseen implications of impacts, (2) the wrongful action of adaptation options, and (3) inaction can form the basis for increased vulnerability.
Marie-Luise Zenker, Philip Bubeck, and Annegret H. Thieken
Nat. Hazards Earth Syst. Sci., 24, 2837–2856, https://doi.org/10.5194/nhess-24-2837-2024, https://doi.org/10.5194/nhess-24-2837-2024, 2024
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Despite the visible flood damage, mental health is a growing concern. Yet, there is limited data in Germany on mental health impacts after floods. A survey in a heavily affected region revealed that 28 % of respondents showed signs of post-traumatic stress disorder 1 year later. Risk factors include gender, serious injury or illness due to flooding, and feeling left alone to cope with impacts. The study highlights the need for tailored mental health support for flood-affected populations.
Mohsen Ghafory-Ashtiany and Hooman Motamed
Nat. Hazards Earth Syst. Sci., 24, 2707–2726, https://doi.org/10.5194/nhess-24-2707-2024, https://doi.org/10.5194/nhess-24-2707-2024, 2024
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Iranian insurers have been offering earthquake coverage since the 1990s. However, despite international best practices, they still do not use modern methods for risk pricing and management. As such, they seem to be accumulating seismic risk over time. This paper examines the viability of this market in Iran by comparing the local market practices with international best practices in earthquake risk pricing (catastrophe modeling) and insurance risk management (European Solvency II regime).
Javier Revilla Diez, Roxana Leitold, Van Tran, and Matthias Garschagen
Nat. Hazards Earth Syst. Sci., 24, 2425–2440, https://doi.org/10.5194/nhess-24-2425-2024, https://doi.org/10.5194/nhess-24-2425-2024, 2024
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Micro-businesses, often overlooked in adaptation research, show surprising willingness to contribute to collective adaptation despite limited finances and local support. Based on a study in Ho Chi Minh City in Vietnam, approximately 70 % are ready for awareness campaigns, and 39 % would provide financial support if costs were shared. These findings underscore the need for increased involvement of micro-businesses in local adaptation plans to enhance collective adaptive capacity.
Kang He, Qing Yang, Xinyi Shen, Elias Dimitriou, Angeliki Mentzafou, Christina Papadaki, Maria Stoumboudi, and Emmanouil N. Anagnostou
Nat. Hazards Earth Syst. Sci., 24, 2375–2382, https://doi.org/10.5194/nhess-24-2375-2024, https://doi.org/10.5194/nhess-24-2375-2024, 2024
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About 820 km2 of agricultural land was inundated in central Greece due to Storm Daniel. A detailed analysis revealed that the crop most affected by the flooding was cotton; the inundated area of more than 282 km2 comprised ~ 30 % of the total area planted with cotton in central Greece. In terms of livestock, we estimate that more than 14 000 ornithoids and 21 500 sheep and goats were affected. Consequences for agriculture and animal husbandry in Greece are expected to be severe.
Annika Schubert, Anne von Streit, and Matthias Garschagen
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2024-121, https://doi.org/10.5194/nhess-2024-121, 2024
Revised manuscript accepted for NHESS
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Households play a crucial role in climate adaptation efforts. Yet, households require capacities to implement measures. We explore which capacities enable German households to adapt to flooding. Our results indicate that flood-related capacities such as risk perception, responsibility appraisal and motivation are pivotal, whereas financial assets are secondary. Enhancing these specific capacities, e.g. through collaborations between households and municipalities, could promote local adaptation.
Hannes Lauer, Carmeli Marie C. Chaves, Evelyn Lorenzo, Sonia Islam, and Jörn Birkmann
Nat. Hazards Earth Syst. Sci., 24, 2243–2261, https://doi.org/10.5194/nhess-24-2243-2024, https://doi.org/10.5194/nhess-24-2243-2024, 2024
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In many urban areas, people face high exposure to hazards. Resettling them to safer locations becomes a major strategy, not least because of climate change. This paper dives into the success factors of government-led resettlement in Manila and finds surprising results which challenge the usual narrative and fuel the conversation on resettlement as an adaptation strategy. Contrary to expectations, the location – whether urban or rural – of the new home is less important than safety from floods.
Marina Batalini de Macedo, Marcos Roberto Benso, Karina Simone Sass, Eduardo Mario Mendiondo, Greicelene Jesus da Silva, Pedro Gustavo Câmara da Silva, Elisabeth Shrimpton, Tanaya Sarmah, Da Huo, Michael Jacobson, Abdullah Konak, Nazmiye Balta-Ozkan, and Adelaide Cassia Nardocci
Nat. Hazards Earth Syst. Sci., 24, 2165–2173, https://doi.org/10.5194/nhess-24-2165-2024, https://doi.org/10.5194/nhess-24-2165-2024, 2024
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With climate change, societies increasingly need to adapt to deal with more severe droughts and the impacts they can have on food production. To make better adaptation decisions, drought resilience indicators can be used. To build these indicators, surveys with experts can be done. However, designing surveys is a costly process that can influence how experts respond. In this communication, we aim to deal with the challenges encountered in the development of surveys to help further research.
Vakhitkhan Alikhanovich Ismailov, Sharofiddin Ismatullayevich Yodgorov, Akhror Sabriddinovich Khusomiddinov, Eldor Makhmadiyorovich Yadigarov, Bekzod Uktamovich Aktamov, and Shuhrat Bakhtiyorovich Avazov
Nat. Hazards Earth Syst. Sci., 24, 2133–2146, https://doi.org/10.5194/nhess-24-2133-2024, https://doi.org/10.5194/nhess-24-2133-2024, 2024
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For the basis of seismic risk assessment, maps of seismic intensity increment and an improved map of seismic hazard have been developed, taking into account the engineering-geological conditions of the territory of Uzbekistan and the seismic characteristics of soils. For seismic risk map development, databases were created based on geographic information system platforms, allowing us to systematize and evaluate the regional distribution of information.
Harkunti Pertiwi Rahayu, Khonsa Indana Zulfa, Dewi Nurhasanah, Richard Haigh, Dilanthi Amaratunga, and In In Wahdiny
Nat. Hazards Earth Syst. Sci., 24, 2045–2064, https://doi.org/10.5194/nhess-24-2045-2024, https://doi.org/10.5194/nhess-24-2045-2024, 2024
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Transboundary flood risk management in the Ciliwung River basin is placed in a broader context of disaster management, environmental science, and governance. This is particularly relevant for areas of research involving the management of shared water resources, the impact of regional development on flood risk, and strategies to reduce economic losses from flooding.
Lichen Yu, Hao Qin, Shining Huang, Wei Wei, Haoyu Jiang, and Lin Mu
Nat. Hazards Earth Syst. Sci., 24, 2003–2024, https://doi.org/10.5194/nhess-24-2003-2024, https://doi.org/10.5194/nhess-24-2003-2024, 2024
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This paper proposes a quantitative storm surge risk assessment method for data-deficient regions. A coupled model is used to simulate five storm surge scenarios. Deep learning is used to extract building footprints. Economic losses are calculated by combining adjusted depth–damage functions with inundation simulation results. Zoning maps illustrate risk levels based on economic losses, aiding in disaster prevention measures to reduce losses in coastal areas.
Joanna M. McMillan, Franziska Göttsche, Joern Birkmann, Rainer Kapp, Corinna Schmidt, Britta Weisser, and Ali Jamshed
EGUsphere, https://doi.org/10.5194/egusphere-2024-1407, https://doi.org/10.5194/egusphere-2024-1407, 2024
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Adapting to climate extremes is a challenge for spatial planning. Risk maps that include not just a consideration of hazards but also social vulnerability can help. We develop social vulnerability maps for the Stuttgart region, Germany. We show the maps, describe how and why we developed them, and provide an analysis of practitioners’ needs and their feedback. Insights presented in this paper can help to improve map usability and to better link research and planning practice.
Alessa Truedinger, Joern Birkmann, Mark Fleischhauer, and Celso Ferreira
EGUsphere, https://doi.org/10.5194/egusphere-2024-1607, https://doi.org/10.5194/egusphere-2024-1607, 2024
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In post-disaster reconstruction, emphasis should be placed on critical and sensitive infrastructures. In Germany as in other countries, sensitive infrastructures have not yet been focused on – therefore, we developed a method for determining the risk sensitive infrastructures are facing in the context of riverine and pluvial flooding. The easy-to-use assessment framework can be applied to various sensitive infrastructures, e.g. to qualify and accelerate decisions in the reconstruction process.
Stephen B. Ferencz, Ning Sun, Sean W. D. Turner, Brian A. Smith, and Jennie S. Rice
Nat. Hazards Earth Syst. Sci., 24, 1871–1896, https://doi.org/10.5194/nhess-24-1871-2024, https://doi.org/10.5194/nhess-24-1871-2024, 2024
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Drought has long posed an existential threat to society. Population growth, economic development, and the potential for more extreme and prolonged droughts due to climate change pose significant water security challenges. Better understanding the impacts and adaptive responses resulting from extreme drought can aid adaptive planning. The 2008–2015 record drought in the Colorado Basin, Texas, United States, is used as a case study to assess impacts and responses to severe drought.
Leandro Iannacone, Kenneth Otárola, Roberto Gentile, and Carmine Galasso
Nat. Hazards Earth Syst. Sci., 24, 1721–1740, https://doi.org/10.5194/nhess-24-1721-2024, https://doi.org/10.5194/nhess-24-1721-2024, 2024
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The paper presents a review of the available classifications for hazard interactions in a multi-hazard context, and it incorporates such classifications from a modeling perspective. The outcome is a sequential Monte Carlo approach enabling efficient simulation of multi-hazard event sets (i.e., sequences of events throughout the life cycle). These event sets can then be integrated into frameworks for the quantification of consequences for the purposes of life cycle consequence (LCCon) analysis.
Rodrigo Cienfuegos, Gonzalo Álvarez, Jorge León, Alejandro Urrutia, and Sebastián Castro
Nat. Hazards Earth Syst. Sci., 24, 1485–1500, https://doi.org/10.5194/nhess-24-1485-2024, https://doi.org/10.5194/nhess-24-1485-2024, 2024
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This study carries out a detailed analysis of possible tsunami evacuation scenarios in the city of Iquique in Chile. Evacuation modeling and tsunami modeling are integrated, allowing for an estimation of the potential number of people that the inundation may reach under different scenarios by emulating the dynamics and behavior of the population and their decision-making regarding the starting time of the evacuation.
Laurine A. de Wolf, Peter J. Robinson, W. J. Wouter Botzen, Toon Haer, Jantsje M. Mol, and Jeffrey Czajkowski
Nat. Hazards Earth Syst. Sci., 24, 1303–1318, https://doi.org/10.5194/nhess-24-1303-2024, https://doi.org/10.5194/nhess-24-1303-2024, 2024
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An understanding of flood risk perceptions may aid in improving flood risk communication. We conducted a survey among 871 coastal residents in Florida who were threatened to be flooded by Hurricane Dorian. Part of the original sample was resurveyed after Dorian failed to make landfall to investigate changes in risk perception. We find a strong influence of previous flood experience and social norms on flood risk perceptions. Furthermore, flood risk perceptions declined after the near-miss event.
Louise Cavalcante, David W. Walker, Sarra Kchouk, Germano Ribeiro Neto, Taís Maria Nunes Carvalho, Mariana Madruga de Brito, Wieke Pot, Art Dewulf, and Pieter van Oel
EGUsphere, https://doi.org/10.5194/egusphere-2024-650, https://doi.org/10.5194/egusphere-2024-650, 2024
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The research aimed to understand the role of society in mitigating drought impacts through policy responses in the context of northeast Brazil. Results revealed that socio-environmental-economic impacts of drought are less frequently reported, while hydrological impacts of drought were the most reported. It emphasized that public policies addressing the impacts of drought need to focus not only on increasing water availability, but also on strengthening the local economy.
Christian Geiß, Jana Maier, Emily So, Elisabeth Schoepfer, Sven Harig, Juan Camilo Gómez Zapata, and Yue Zhu
Nat. Hazards Earth Syst. Sci., 24, 1051–1064, https://doi.org/10.5194/nhess-24-1051-2024, https://doi.org/10.5194/nhess-24-1051-2024, 2024
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We establish a model of future geospatial population distributions to quantify the number of people living in earthquake-prone and tsunami-prone areas of Lima and Callao, Peru, for the year 2035. Areas of high earthquake intensity will experience a population growth of almost 30 %. The population in the tsunami inundation area is estimated to grow by more than 60 %. Uncovering those relations can help urban planners and policymakers to develop effective risk mitigation strategies.
Chiara Scaini, Alberto Tamaro, Baurzhan Adilkhan, Satbek Sarzhanov, Vakhitkhan Ismailov, Ruslan Umaraliev, Mustafo Safarov, Vladimir Belikov, Japar Karayev, and Ettore Faga
Nat. Hazards Earth Syst. Sci., 24, 929–945, https://doi.org/10.5194/nhess-24-929-2024, https://doi.org/10.5194/nhess-24-929-2024, 2024
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Central Asia is highly exposed to multiple hazards, including earthquakes, floods and landslides, for which risk reduction strategies are currently under development. We provide a regional-scale database of assets at risk, including population and residential buildings, based on existing information and recent data collected for each Central Asian country. The population and number of buildings are also estimated for the year 2080 to support the definition of disaster risk reduction strategies.
Tianyang Yu, Banghua Lu, Hui Jiang, and Zhi Liu
Nat. Hazards Earth Syst. Sci., 24, 803–822, https://doi.org/10.5194/nhess-24-803-2024, https://doi.org/10.5194/nhess-24-803-2024, 2024
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A basic database for seismic risk assessment of 720 urban water supply systems in mainland China is established. The parameters of the seismic risk curves of 720 cities are calculated. The seismic fragility curves of various facilities in the water supply system are given based on the logarithmic normal distribution model. The expected seismic loss and the expected loss rate index of 720 urban water supply systems in mainland China in the medium and long term are given.
Connor Darlington, Jonathan Raikes, Daniel Henstra, Jason Thistlethwaite, and Emma K. Raven
Nat. Hazards Earth Syst. Sci., 24, 699–714, https://doi.org/10.5194/nhess-24-699-2024, https://doi.org/10.5194/nhess-24-699-2024, 2024
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The impacts of climate change on local floods require precise maps that clearly demarcate changes to flood exposure; however, most maps lack important considerations that reduce their utility in policy and decision-making. This article presents a new approach to identifying current and projected flood exposure using a 5 m model. The results highlight advancements in the mapping of flood exposure with implications for flood risk management.
Chiara Arrighi and Alessio Domeneghetti
Nat. Hazards Earth Syst. Sci., 24, 673–679, https://doi.org/10.5194/nhess-24-673-2024, https://doi.org/10.5194/nhess-24-673-2024, 2024
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In this communication, we reflect on environmental flood impacts by analysing the reported environmental consequences of the 2023 Emilia-Romagna floods. The most frequently reported damage involves water resources and water-related ecosystems. Indirect effects in time and space, intrinsic recovery capacity, cascade impacts on socio-economic systems, and the lack of established monitoring activities appear to be the most challenging aspects for future research.
Chiara Scaini, Alberto Tamaro, Baurzhan Adilkhan, Satbek Sarzhanov, Zukhritdin Ergashev, Ruslan Umaraliev, Mustafo Safarov, Vladimir Belikov, Japar Karayev, and Ettore Fagà
Nat. Hazards Earth Syst. Sci., 24, 355–373, https://doi.org/10.5194/nhess-24-355-2024, https://doi.org/10.5194/nhess-24-355-2024, 2024
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Central Asia is prone to multiple hazards such as floods, landslides and earthquakes, which can affect a wide range of assets at risk. We develop the first regionally consistent database of assets at risk for non-residential buildings, transportation and croplands in Central Asia. The database combines global and regional data sources and country-based information and supports the development of regional-scale disaster risk reduction strategies for the Central Asia region.
Mersedeh Kooshki Forooshani, Marc van den Homberg, Kyriaki Kalimeri, Andreas Kaltenbrunner, Yelena Mejova, Leonardo Milano, Pauline Ndirangu, Daniela Paolotti, Aklilu Teklesadik, and Monica L. Turner
Nat. Hazards Earth Syst. Sci., 24, 309–329, https://doi.org/10.5194/nhess-24-309-2024, https://doi.org/10.5194/nhess-24-309-2024, 2024
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We improve an existing impact forecasting model for the Philippines by transforming the target variable (percentage of damaged houses) to a fine grid, using only features which are globally available. We show that our two-stage model conserves the performance of the original and even has the potential to introduce savings in anticipatory action resources. Such model generalizability is important in increasing the applicability of such tools around the world.
Cited articles
ACA: Pla especial d'emergències per inundacions (INUNCAT), Agència
Catalana de l'Aigua, available at: http://interior.gencat.cat/web/.content/home/030_arees_dactuacio/proteccio_civil/plans_de_proteccio_civil/plans_de_proteccio_civil_a_catalunya/documents/inuncat.pdf (last access: May 2018), 2014.
Beuzen, T., Marshall, L., and Splinter, K. D.: A
comparison of methods for discretizing continuous variables in Bayesian
Networks, Environ. Model. Softw., 108, 61–66, https://doi.org/10.1016/j.envsoft.2018.07.007, 2018a.
Beuzen, T., Splinter, K. D., Marshall, L. A., Turner, I. L., Harley, M. D.,
and Palmsten, M. L.: Bayesian Networks in coastal engineering: Distinguishing
descriptive and predictive applications, Coast. Eng., 135, 16–30,
https://doi.org/10.1016/j.coastaleng.2018.01.005, 2018b.
Bityukov, S., Krasnikov, N., Nikitenko, A., and Smirnova, V. V.: On the
distinguishability of histograms, Eur. Phys. J. Plus, 128, 143,
https://doi.org/10.1140/epjp/i2013-13143-8, 2013.
Camus, P., Mendez, F. J., Medina, R., Tomas, A., and Izaguirre, C.: High
resolution downscaled ocean waves (DOW) reanalysis in coastal areas, Coast.
Eng., 72, 56–68, https://doi.org/10.1016/j.coastaleng.2012.09.002, 2013.
Casas-Prat, M. and Sierra, J. P.: Projected future wave climate in the NW
Mediterranean Sea, J. Geophys. Res.-Ocean., 118, 3548–3568, https://doi.org/10.1002/jgrc.20233, 2013.
Cid, A., Castanedo, S., Abascal, A. J., Menéndez, M., and Medina, R.: A high
resolution hindcast of the meteorological sea level component for Southern
Europe: the GOS dataset, Clim. Dynam., 43, 2167–2184, 2014.
Conte, D. and Lionello, P.: Characteristics of large positive and negative
surges in the Mediterranean Sea and their attenuation in future climate
scenarios, Glob. Planet. Change, 111, 159–173,
https://doi.org/10.1016/j.gloplacha.2013.09.006, 2013.
Cowell, P. J., Hanslow, D. J., and Meleo, J. F.: The shoreface, in: Handbook of
beach and shoreface morphodynamics, edited by: Short, A. D., Wiley, New York,
39–71, 1999.
Dissanayake, P., Brown, J., Wisse, P., and Karunarathna, H.:
Effects of storm clustering on beach/dune evolution, Mar. Geol., 370,
63–75, 2015.
Duo, E., Sanuy, M., Jiménez, J. A., and Ciavola, P.: How Good Are
Symmetric Triangular Synthetic Storms to Represent Real Events for Coastal
Hazard Modelling, Coast. Eng., 159, 103728:1–103728:11, https://doi.org/10.1016/j.coastaleng.2020.103728, 2020.
Eichentopf, S., Alsina, J. M., Christou, M., Kuriyama, Y., and Karunarathna, H.: Storm sequencing and beach profile variability at Hasaki,
Japan, Mar. Geol., 424, 106153:1–106153:11, https://doi.org/10.1016/j.margeo.2020.106153, 2020.
Ferreira, Ó., Plomaritis, T. A., and Costas, S.: Effectiveness assessment
of risk reduction measures at coastal areas using a decision support system:
Findings from Emma storm, Sci. Total Environ., 657, 124–135,
https://doi.org/10.1016/j.scitotenv.2018.11.478, 2019.
Garrity, N. J., Battalio, R., Hawkes, P. J., and Roupe, D.: Evaluation of the event
and response approaches to estimate the 100-year coastal flood for Pacific
coast sheltered waters, Proc. 30th Int. Conf. on Coastal Engineering, ASCE,
1651–1663, San Diego, California, USA, 3–8 September 2006.
Hanson, H.: GENESIS: a generalized shoreline change numerical model, J.
Coast. Res., 5, 1–27, 1989.
ICC: Vissir: Cartographic and topographic dataset, Institut Cartogràfic i Geològic de Catalunya, http://www.icc.cat/vissir/, last
access: November 2020.
IPCC: Climate Change 2012: Managing the risks of extreme events and
disasters to advance climate change adaptation. A Special Report of Working
Groups I and II of the Intergovernmental Panel on Climate Change, edited by:
Field, C. B., Barros, V., Stocker, T. F., Qin, D., Dokken, D. J., Ebi, K. L., Mastrandrea, M. D., Mach, K. J., Plattner, G.-K., Allen, S. K., Tignor, M., and Midgley, P. M., Cambridge University Press, Cambridge, UK and New York, NY, USA, 2012.
IPCC: 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 University Press, Cambridge, United Kingdom and New York,
NY, USA, 2013.
IPCC: Climate Change 2014. Synthesis Report. Contribution of Working
Groups I, II and III to the Fifth Assessment Report of the Intergovernmental
Panel on Climate Change, edited by: Core Writing Team, Pachauri, R. K., and Meyer, L. A., IPCC, Geneva, Switzerland, 151 pp., 2014.
IPCC: Climate Change 2018: Global Warming of 1.5 ∘C. An IPCC
Special Report on the impacts of global warming of 1.5 ∘C above
pre-industrial levels and related global greenhouse gas emission pathways,
in the context of strengthening the global response to the threat of climate
change, sustainable development, and efforts to eradicate poverty, edited by: Masson-Delmotte, V., Zhai, P., Pörtner, H.-O., Roberts, D., Skea, J., Shukla, P. R., Pirani, A., Moufouma-Okia, W., Péan, C., Pidcock, R., Connors, S.,
Matthews, J. B. R., Chen, Y., Zhou, X., Gomis, M. I., Lonnoy, E., Maycock, T., Tignor, M., and Waterfield, T., in press, 2020.
Jäger, W. S., Christie, E. K., Hanea, A. M., den Heijer, C., and Spencer,
T.: A Bayesian network approach for coastal risk analysis and decision
making, Coast. Eng., 134, 48–61, https://doi.org/10.1016/j.coastaleng.2017.05.004, 2018.
Jensen, F. V.: An introduction to Bayesian networks, UCL Press, London, UK,
1996.
Jiménez, J. A. and Valdemoro, H. I.: Shoreline evolution and its management
implications in beaches along the Catalan coast, in: The
Spanish Coastal Systems Dynamic Processes, Sediments and Management, edited by: Morales, J. A.,
Springer International Publishing, 745–764, 2019.
Jiménez, J. A., Gracia, V., Valdemoro, H. I., Mendoza, E. T., and
Sánchez-Arcilla, A.: Managing erosion-induced problems in NW
Mediterranean urban beaches, Ocean Coast. Manag., 54, 907–918,
https://doi.org/10.1016/j.ocecoaman.2011.05.003, 2011.
Jiménez, J. A., Sancho-García, A., Bosom, E., Valdemoro, H. I., and
Guillén, J.: Storm-induced damages along the Catalan coast (NW
Mediterranean) during the period 1958–2008, Geomorphology, 143–144, 24–33,
https://doi.org/10.1016/j.geomorph.2011.07.034, 2012.
Jiménez, J. A., Sanuy, M., Ballesteros, C., and Valdemoro, H. I.: The
Tordera Delta, a hotspot to storm impacts in the coast northwards of
Barcelona (NW Mediterranean), Coast. Eng., 134, 148–158,
https://doi.org/10.1016/j.coastaleng.2017.08.012, 2018.
Jongejan, R., Ranasinghe, R., Wainwright, D, Callaghan, D. P., and Reyns, J.:
Drawing the line on coastline recession risk, Ocean Coast. Manage., 122, 87–94, https://doi.org/10.1016/j.ocecoaman.2016.01.006, 2016.
Lionello, P., Boldrin, U., and Giorgi, F.: Future changes in cyclone
climatology over Europe as inferred from a regional climate simulation,
Clim. Dynam., 30, 657–671, https://doi.org/10.1007/s00382-007-0315-0, 2008.
Mendoza, E. and Jiménez, J.: Clasificación de tormentas costeras
para el litoral catalán (Mediterráneo NO), Ing. Hidr. en México,
2, 23–34, 2008.
Mendoza, E. T., Jimenez, J. A., and Mateo, J.: A coastal storms intensity scale for the Catalan sea (NW Mediterranean), Nat. Hazards Earth Syst. Sci., 11, 2453–2462, https://doi.org/10.5194/nhess-11-2453-2011, 2011.
Narayan, S., Nicholls, R. J., Clarke, D., Hanson, S., Reeve, D., Horrillo-Caraballo, J.,
le Cozannet, G., Hissel, F., Kowalska, B., Parda, R., Willems, P., Ohle, N.,
Zanuttigh, B., Losada, I., Ge, J., Trifonova, E., Penning-Rowsell, E., and
Vanderlinden, J. P.: The SPR systems model as a conceptual foundation for
rapid integrated risk appraisals: Lessons from Europe, Coast. Eng., 87,
15–31, https://doi.org/10.1016/j.coastaleng.2013.10.021, 2014.
Oumeraci, H., Kortenhaus, A., Burzel, A., Naulin, M., Dassanayake, D. R.,
Jensen, J., Wahl, T., Mudersbach, C., Gönnert, G., Gerkensmeier, B.,
Fröhle, P., and Ujeyl, G.: XtremRisK – Integrated Flood Risk Analysis
for Extreme Storm Surges at Open Coasts and in Estuaries: Methodology, Key
Results and Lessons Learned, Coast. Eng. J., 57, 1540001,
https://doi.org/10.1142/S057856341540001X, 2015.
Pearl, J.: Probabilistic reasoning in intelligent systems: networks of
plausible inference, Morgan Kaufmann, San Francisco, California, USA, 1988.
Plomaritis, T. A., Costas, S., and Ferreira, Ó.: Use of a Bayesian
Network for coastal hazards, impact and disaster risk reduction assessment
at a coastal barrier (Ria Formosa, Portugal), Coast. Eng., 134, 134–147,
https://doi.org/10.1016/j.coastaleng.2017.07.003, 2018.
Poelhekke, L., Jäger, W. S., van Dongeren, A., Plomaritis, T. A.,
McCall, R., and Ferreira, Ó.: Predicting coastal hazards for sandy coasts
with a Bayesian Network, Coast. Eng., 118, 21–34,
https://doi.org/10.1016/j.coastaleng.2016.08.011, 2016.
Priest, S., Wilson, T., Tapsell, S., Penning-Rowsell, E., Viavattene, C.,
and Fernandez-Bilbao, A.: Building a Model to Estimate Risk to Life for European
Flood Events – Final Report, FLOODsite project report T10-07-10, HR
Wallingford, UK, 2007.
Ranasinghe, R.: On the need for a new generation of coastal change models for
the 21st century, Sci. Rep., 10, 2010, https://doi.org/10.1038/s41598-020-58376-x, 2020.
Refaat, H. and Tsuchiya, Y.: Formation and reduction processes of river
deltas; theory and experiments, Bull. Disaster Prevention Res. Inst. Kyoto
Univ., 41, 177–224, 1991.
Reguero, B. G., Menéndez, M., Méndez, F. J., Mínguez, R.,
and Losada, I. J.: A Global Ocean wave (GOW) calibrated reanalysis from 1948
onwards, Coast. Eng., 65, 38–55, https://doi.org/10.1016/j.coastaleng.2012.03.003, 2012.
Roelvink, D., Reniers, A., van Dongeren, A., van Thiel de Vries, J., McCall,
R., and Lescinski, J.: Modelling storm impacts on beaches, dunes and barrier
islands, Coast. Eng., 56, 1133–1152,
https://doi.org/10.1016/j.coastaleng.2009.08.006, 2009.
Ruiz, A., Kornus, W., and Talaya, J.: Coastal applications of Lidar in Catalonia. In Proceedings of the 6th European Congress on Regional Geoscientific Cartography and Information Systems, Munich, Germany, 9–12 June 2009.
Sanò, M., Jiménez, J. A., Medina, R., Stanica, A., Sanchez-Arcilla,
A., and Trumbic, I.: The role of coastal setbacks in the context of coastal
erosion and climate change, Ocean Coast. Manage., 54, 943–950, https://doi.org/10.1016/j.ocecoaman.2011.06.008, 2011.
Sanuy, M. and Jiménez, J. A.: Sensitivity of storm-induced hazards in a
highly curvilinear coastline to changing storm directions. The Tordera Delta
Case (NW Mediterranean), Water, 11, 4, https://doi.org/10.3390/w11040747,
2019.
Sanuy, M., Duo, E., Jäger, W. S., Ciavola, P., and Jiménez, J. A.: Linking source with consequences of coastal storm impacts for climate change and risk reduction scenarios for Mediterranean sandy beaches, Nat. Hazards Earth Syst. Sci., 18, 1825–1847, https://doi.org/10.5194/nhess-18-1825-2018, 2018.
Sanuy, M., Jiménez, J. A., and Plant, N.: A Bayesian Network methodology
for coastal hazard assessments on a regional scale: The BN-CRAF, Coast.
Eng., 157, 1–10, https://doi.org/10.1016/j.coastaleng.2019.103627, 2020a.
Sanuy, M., Jiménez, J. A., Ortego, M. I., and Toimil, A.: Differences in
assigning probabilities to coastal inundation hazard estimators: Event
versus response approaches, J. Flood Risk Manag., 13, 1–17,
https://doi.org/10.1111/jfr3.12557, 2020b.
Sardá, R., Conde, R., Casadesús, M., Sánchez, A., and Pablo, J.:
Erosión en las playas y gestión desintegrada: la problemática
actual de la playa de S'Abanell, in Hacia un nuevo modelo integral de
gestión de playas, p. 51–71, Documenta Universitaria, Girona, 2013.
Sayers, P. B., Hall, J. W., and Meadowcroft, I. C.: Towards risk-based flood hazard management in the UK, Proc. Inst. Civ. Eng. – Civ. Eng. 150, 36–42, https://doi.org/10.1680/cien.2002.150.5.36, 2002.
Stive, M. J. F., and De Vriend, H. J.: Modelling shoreface profile evolution,
Mar. Geol., 126, 235–248, 1995.
Straub, D.: Natural hazards risk assessment using Bayesian networks, 9th Int.
Conf. Struct. Saf. Reliab. ICOSSAR 05, Rome, Italy, 2509–2516, 20–23 June 2005.
Sutherland, J., Peet, A., and Soulsby, R.: Evaluating the performance of
morphological models, Coast. Eng., 51, 917–939, 2004.
Van Verseveld, H. C. W., Van Dongeren, A. R., Plant, N. G., Jäger, W. S., and den Heijer, C.: Modelling multi-hazard hurricane damages on an urbanized
coast with a Bayesian Network approach, Coast. Eng., 103, 1–14,
https://doi.org/10.1016/j.coastaleng.2015.05.006, 2015.
Vousdoukas, M. I., Voukouvalas, E., Annunziato, A., Giardino, A. and Feyen,
L.: Projections of extreme storm surge levels along Europe, Clim. Dynam.,
47, 1–20, https://doi.org/10.1007/s00382-016-3019-5, 2016.
Vousdoukas, M. I., Ranasinghe, R., Mentaschi, L., Plomaritis, T. A.,
Athanasiou, P., Luijendijk, A., and Feyen, L.: Sandy coastlines under
threat of erosion, Nat. Clim. Change, 10, 260–263, 2020.
Wainwright, D. J., Ranasinghe, R., Callaghan, D. P., Woodroffe, C. D., Cowell,
P. J., and Rogers, K.: An argument for probabilistic coastal hazard assessment:
retrospective examination of practice in New South Wales, Australia, Ocean.
Coast Manag., 95, 147–155, https://doi.org/10.1016/j.ocecoaman.2014.04.009, 2014.
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