Articles | Volume 22, issue 11
https://doi.org/10.5194/nhess-22-3543-2022
© Author(s) 2022. 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-22-3543-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
01 Nov 2022
Research article |
| 01 Nov 2022
| 01 Nov 2022
Building-scale flood loss estimation through vulnerability pattern characterization: application to an urban flood in Milan, Italy
Andrea Taramelli
Istituto Universitario di Studi Superiori di Pavia (IUSS), Pavia,
27100, Italy
Institute for Environmental Protection and Research (ISPRA), Rome,
00144, Italy
Margherita Righini
CORRESPONDING AUTHOR
Istituto Universitario di Studi Superiori di Pavia (IUSS), Pavia,
27100, Italy
Emiliana Valentini
Institute of Polar Sciences of the Italian National Research Council (ISP CNR), Rome, 00015, Italy
Lorenzo Alfieri
CIMA Research Foundation, Savona, 17100, Italy
Ignacio Gatti
Istituto Universitario di Studi Superiori di Pavia (IUSS), Pavia,
27100, Italy
Simone Gabellani
CIMA Research Foundation, Savona, 17100, Italy
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O. Q. Gutiérrez, F. Filipponi, A. Taramelli, E. Valentini, P. Camus, and F. J. Méndez
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F. Silvestro, S. Gabellani, F. Delogu, R. Rudari, and G. Boni
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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.
Lichen Yu, Shining Huang, Hao Qin, Wei Wei, and Lin Mu
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2023-199, https://doi.org/10.5194/nhess-2023-199, 2024
Revised manuscript accepted for NHESS
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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 the adjusted depth-damage functions with inundation simulation results. Zonation maps illustrate risk levels based on economic losses, aiding in disaster prevention measures to reduce coastal area losses.
Jia Xu, Makoto Takahashi, and Weifu Li
Nat. Hazards Earth Syst. Sci., 24, 179–197, https://doi.org/10.5194/nhess-24-179-2024, https://doi.org/10.5194/nhess-24-179-2024, 2024
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Through the development of micro-individual social vulnerability indicators and cluster analysis, this study assessed the level of social vulnerability of 599 residents from 11 communities in the Hongshan District of Wuhan. The findings reveal three levels of social vulnerability: high, medium, and low. Quantitative assessments offer specific comparisons between distinct units, and the results indicate that different types of communities have significant differences in social vulnerability.
Tommaso Piseddu, Mathilda Englund, and Karina Barquet
Nat. Hazards Earth Syst. Sci., 24, 145–161, https://doi.org/10.5194/nhess-24-145-2024, https://doi.org/10.5194/nhess-24-145-2024, 2024
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Contributions to social capital, risk awareness, and preparedness constitute the parameters to test applications in disaster risk management. We propose an evaluation of four of these: mobile positioning data, social media crowdsourcing, drones, and satellite imaging. The analysis grants the opportunity to investigate how different methods to evaluate surveys' results may influence final preferences. We find that the different assumptions on which these methods rely deliver diverging results.
Yuting Zhang, Kai Liu, Xiaoyong Ni, Ming Wang, Jianchun Zheng, Mengting Liu, and Dapeng Yu
Nat. Hazards Earth Syst. Sci., 24, 63–77, https://doi.org/10.5194/nhess-24-63-2024, https://doi.org/10.5194/nhess-24-63-2024, 2024
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This article is aimed at developing a method to quantify the influence of inclement weather on the accessibility of emergency medical services (EMSs) in Beijing, China, and identifying the vulnerable areas that could not get timely EMSs under inclement weather. We found that inclement weather could reduce the accessibility of EMSs by up to 40%. Furthermore, towns with lower baseline EMSs accessibility are more vulnerable when inclement weather occurs.
Soheil Mohammadi, Silvia De Angeli, Giorgio Boni, Francesca Pirlone, and Serena Cattari
Nat. Hazards Earth Syst. Sci., 24, 79–107, https://doi.org/10.5194/nhess-24-79-2024, https://doi.org/10.5194/nhess-24-79-2024, 2024
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This paper critically reviews disaster recovery literature from a multi-risk perspective. Identified key challenges encompass the lack of approaches integrating physical reconstruction and socio-economic recovery, the neglect of multi-risk interactions, the limited exploration of recovery from a pre-disaster planning perspective, and the low consideration of disaster recovery as a non-linear process in which communities need change over time.
Emilio Berny, Carlos Avelar, Mario A. Salgado-Gálvez, and Mario Ordaz
Nat. Hazards Earth Syst. Sci., 24, 53–62, https://doi.org/10.5194/nhess-24-53-2024, https://doi.org/10.5194/nhess-24-53-2024, 2024
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This paper presents a methodology to estimate the total emergency costs based on modelled damages for earthquakes and floods, together with the demographic and building characteristics of the study area. The methodology has been applied in five countries in central Asia, the first time that these estimates are made available for the study area and are intended to be useful for regional and local stakeholders and decision makers.
Henrique M. D. Goulart, Irene Benito Lazaro, Linda van Garderen, Karin van der Wiel, Dewi Le Bars, Elco Koks, and Bart van den Hurk
Nat. Hazards Earth Syst. Sci., 24, 29–45, https://doi.org/10.5194/nhess-24-29-2024, https://doi.org/10.5194/nhess-24-29-2024, 2024
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We explore how Hurricane Sandy (2012) could flood New York City under different scenarios, including climate change and internal variability. We find that sea level rise can quadruple coastal flood volumes, while changes in Sandy's landfall location can double flood volumes. Our results show the need for diverse scenarios that include climate change and internal variability and for integrating climate information into a modelling framework, offering insights for high-impact event assessments.
Hannes Lauer, Carmeli Marie C. Chaves, Evelyn Lorenzo, Sonia Islam, and Jörn Birkmann
EGUsphere, https://doi.org/10.5194/egusphere-2024-50, https://doi.org/10.5194/egusphere-2024-50, 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. Other as expected, the location – whether urban or rural – of the new home is less important as the safety from floods.
Francesco Caleca, Chiara Scaini, William Frodella, and Veronica Tofani
Nat. Hazards Earth Syst. Sci., 24, 13–27, https://doi.org/10.5194/nhess-24-13-2024, https://doi.org/10.5194/nhess-24-13-2024, 2024
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Landslide risk analysis is a powerful tool because it allows us to identify where physical and economic losses could occur due to a landslide event. The purpose of our work was to provide the first regional-scale analysis of landslide risk for central Asia, and it represents an advanced step in the field of risk analysis for very large areas. Our findings show, per square kilometer, a total risk of about USD 3.9 billion and a mean risk of USD 0.6 million.
Marta Sapena, Moritz Gamperl, Marlene Kühnl, Carolina Garcia-Londoño, John Singer, and Hannes Taubenböck
Nat. Hazards Earth Syst. Sci., 23, 3913–3930, https://doi.org/10.5194/nhess-23-3913-2023, https://doi.org/10.5194/nhess-23-3913-2023, 2023
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A new approach for the deployment of landslide early warning systems (LEWSs) is proposed. We combine data-driven landslide susceptibility mapping and population maps to identify exposed locations. We estimate the cost of monitoring sensors and demonstrate that LEWSs could be installed with a budget ranging from EUR 5 to EUR 41 per person in Medellín, Colombia. We provide recommendations for stakeholders and outline the challenges and opportunities for successful LEWS implementation.
Dong Qiu, Binglin Lv, Yuepeng Cui, and Zexiong Zhan
Nat. Hazards Earth Syst. Sci., 23, 3789–3803, https://doi.org/10.5194/nhess-23-3789-2023, https://doi.org/10.5194/nhess-23-3789-2023, 2023
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This paper divides preparedness behavior into minimal and adequate preparedness. In addition to studying the main factors that promote families' disaster preparedness, we also study the moderating effects of response efficacy and self-efficacy on preparedness actions by vulnerable families. Based on the findings of this study, policymakers can target interventions and programs that can be designed to remedy the current lack of disaster preparedness education for vulnerable families.
Jenni Barclay, Richie Robertson, and M. Teresa Armijos
Nat. Hazards Earth Syst. Sci., 23, 3603–3615, https://doi.org/10.5194/nhess-23-3603-2023, https://doi.org/10.5194/nhess-23-3603-2023, 2023
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Stories create avenues for sharing the meanings and social implications of scientific knowledge. We explore their value when told between scientists during a volcanic eruption. They are important vehicles for understanding how risk is generated during volcanic eruptions and create new knowledge about these interactions. Stories explore how risk is negotiated when scientific information is ambiguous or uncertain, identify cause and effect, and rationalize the emotional intensity of a crisis.
Isabelle Ousset, Guillaume Evin, Damien Raynaud, and Thierry Faug
Nat. Hazards Earth Syst. Sci., 23, 3509–3523, https://doi.org/10.5194/nhess-23-3509-2023, https://doi.org/10.5194/nhess-23-3509-2023, 2023
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This paper deals with an exceptional snow and rain event in a Mediterranean region of France which is usually not prone to heavy snowfall and its consequences on a particular building that collapsed completely. Independent analyses of the meteorological episode are carried out, and the response of the building to different snow and rain loads is confronted to identify the main critical factors that led to the collapse.
Jiachang Tu, Jiahong Wen, Liang Emlyn Yang, Andrea Reimuth, Stephen S. Young, Min Zhang, Luyang Wang, and Matthias Garschagen
Nat. Hazards Earth Syst. Sci., 23, 3247–3260, https://doi.org/10.5194/nhess-23-3247-2023, https://doi.org/10.5194/nhess-23-3247-2023, 2023
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This paper evaluates the flood risk and the resulting patterns in buildings following low-probability, high-impact flood scenarios by a risk analysis chain in Shanghai. The results provide a benchmark and also a clear future for buildings with respect to flood risks in Shanghai. This study links directly to disaster risk management, e.g., the Shanghai Master Plan. We also discussed different potential adaptation options for flood risk management.
Kang He, Qing Yang, Xinyi Shen, Elias Dimitriou, Angeliki Mentzafou, Christina Papadaki, Maria Stoumboudi, and Emmanouil N. Anagnostou
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2023-173, https://doi.org/10.5194/nhess-2023-173, 2023
Revised manuscript accepted for NHESS
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~820 km2 of agricultural land is inundated in central Greece due to storm Daniel flood. 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 estimated 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.
Javier Revilla Diez, Roxana Leitold, Van Tran, and Matthias Garschagen
EGUsphere, https://doi.org/10.5194/egusphere-2023-2185, https://doi.org/10.5194/egusphere-2023-2185, 2023
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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.
Ignace Pelckmans, Jean-Philippe Belliard, Luis E. Dominguez-Granda, Cornelis Slobbe, Stijn Temmerman, and Olivier Gourgue
Nat. Hazards Earth Syst. Sci., 23, 3169–3183, https://doi.org/10.5194/nhess-23-3169-2023, https://doi.org/10.5194/nhess-23-3169-2023, 2023
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Mangroves are increasingly recognized as a coastal protection against extreme sea levels. Their effectiveness in doing so, however, is still poorly understood, as mangroves are typically located in tropical countries where data on mangrove vegetation and topography properties are often scarce. Through a modelling study, we identified the degree of channelization and the mangrove forest floor topography as the key properties for regulating high water levels in a tropical delta.
André Felipe Rocha Silva and Julian Cardoso Eleutério
Nat. Hazards Earth Syst. Sci., 23, 3095–3110, https://doi.org/10.5194/nhess-23-3095-2023, https://doi.org/10.5194/nhess-23-3095-2023, 2023
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This work evaluates the application of flood consequence models through their application in a real case related to a tailings dam failure. Furthermore, we simulated the implementation of less efficient alert systems on life-loss alleviation. The results revealed that the models represented the event well and were able to estimate the relevance of implementing efficient alert systems. They highlight that their use may be an important tool for new regulations for dam safety legislation.
Marina Batalini de Macedo, Marcos Roberto Benso, Karina Simone Sass, Adelaide Cassia Nardocci, Eduardo Mario Mendiondo, Greicelene Jesus da Silva, Pedro Gustavo Câmara da Silva, Abdullah Konak, Nazmiye Balta-Ozkan, and Michael Jacobson
EGUsphere, https://doi.org/10.5194/egusphere-2023-2042, https://doi.org/10.5194/egusphere-2023-2042, 2023
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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 the surveys, to help further research.
Vakhitkhan Alikhanovich Ismailov, Sharofiddin Ismatullayevich Yodgorov, Akhror Sabriddinovich Khusomiddinov, Eldor Makhmadiyorovich Yadigarov, Bekzod Uktamovich Aktamov, and Shuhrat Avazov
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2023-105, https://doi.org/10.5194/nhess-2023-105, 2023
Revised manuscript accepted for NHESS
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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 GIS platforms allowing us to systematize and evaluate the regional distribution of information.
Max Schneider, Fabrice Cotton, and Pia-Johanna Schweizer
Nat. Hazards Earth Syst. Sci., 23, 2505–2521, https://doi.org/10.5194/nhess-23-2505-2023, https://doi.org/10.5194/nhess-23-2505-2023, 2023
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Hazard maps are fundamental to earthquake risk reduction, but research is missing on how to design them. We review the visualization literature to identify evidence-based criteria for color and classification schemes for hazard maps. We implement these for the German seismic hazard map, focusing on communicating four properties of seismic hazard. Our evaluation finds that the redesigned map successfully communicates seismic hazard in Germany, improving on the baseline map for two key properties.
Leon Scheiber, Christoph Gabriel David, Mazen Hoballah Jalloul, Jan Visscher, Hong Quan Nguyen, Roxana Leitold, Javier Revilla Diez, and Torsten Schlurmann
Nat. Hazards Earth Syst. Sci., 23, 2333–2347, https://doi.org/10.5194/nhess-23-2333-2023, https://doi.org/10.5194/nhess-23-2333-2023, 2023
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Like many other megacities in low-elevation coastal zones, Ho Chi Minh City in southern Vietnam suffers from the convoluting impact of changing environmental stressors and rapid urbanization. This study assesses quantitative hydro-numerical results against the background of the low-regret paradigm for (1) a large-scale flood protection scheme as currently constructed and (2) the widespread implementation of small-scale rainwater detention as envisioned in the Chinese Sponge City Program.
Dirk Eilander, Anaïs Couasnon, Frederiek C. Sperna Weiland, Willem Ligtvoet, Arno Bouwman, Hessel C. Winsemius, and Philip J. Ward
Nat. Hazards Earth Syst. Sci., 23, 2251–2272, https://doi.org/10.5194/nhess-23-2251-2023, https://doi.org/10.5194/nhess-23-2251-2023, 2023
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This study presents a framework for assessing compound flood risk using hydrodynamic, impact, and statistical modeling. A pilot in Mozambique shows the importance of accounting for compound events in risk assessments. We also show how the framework can be used to assess the effectiveness of different risk reduction measures. As the framework is based on global datasets and is largely automated, it can easily be applied in other areas for first-order assessments of compound flood risk.
Juan Camilo Gómez Zapata, Massimiliano Pittore, Nils Brinckmann, Juan Lizarazo-Marriaga, Sergio Medina, Nicola Tarque, and Fabrice Cotton
Nat. Hazards Earth Syst. Sci., 23, 2203–2228, https://doi.org/10.5194/nhess-23-2203-2023, https://doi.org/10.5194/nhess-23-2203-2023, 2023
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To investigate cumulative damage on extended building portfolios, we propose an alternative and modular method to probabilistically integrate sets of single-hazard vulnerability models that are being constantly developed by experts from various research fields to be used within a multi-risk context. We demonstrate its application by assessing the economic losses expected for the residential building stock of Lima, Peru, a megacity commonly exposed to consecutive earthquake and tsunami scenarios.
Mohsen Ghafory-Ashtiany and Hooman Motamed
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2023-81, https://doi.org/10.5194/nhess-2023-81, 2023
Revised manuscript accepted for NHESS
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Iranian insurers has been offering earthquake cover since 1990's. However, despite international best practices they do not still use modern methods for risk pricing and management. As such, they seem to continue accumulating seismic risk over time. This paper examines the viability of this market in Iran by comparing the local market practice with international best practices in earthquake risk pricing (catastrophe modelling) and insurance risk management (European Solvency II regime).
Oya Kalaycıoğlu, Serhat Emre Akhanlı, Emin Yahya Menteşe, Mehmet Kalaycıoğlu, and Sibel Kalaycıoğlu
Nat. Hazards Earth Syst. Sci., 23, 2133–2156, https://doi.org/10.5194/nhess-23-2133-2023, https://doi.org/10.5194/nhess-23-2133-2023, 2023
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The associations between household characteristics and hazard-related social vulnerability in Istanbul, Türkiye, were assessed using machine learning techniques. The results indicated that less educated households with no social security and job insecurity that live in squatter houses are at a higher risk of social vulnerability. We present the findings in an open-access R Shiny web application, which can serve as a guidance for identifying the target groups in the interest of risk mitigation.
Gregor Ortner, Michael Bründl, Chahan M. Kropf, Thomas Röösli, Yves Bühler, and David N. Bresch
Nat. Hazards Earth Syst. Sci., 23, 2089–2110, https://doi.org/10.5194/nhess-23-2089-2023, https://doi.org/10.5194/nhess-23-2089-2023, 2023
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This paper presents a new approach to assess avalanche risk on a large scale in mountainous regions. It combines a large-scale avalanche modeling method with a state-of-the-art probabilistic risk tool. Over 40 000 individual avalanches were simulated, and a building dataset with over 13 000 single buildings was investigated. With this new method, risk hotspots can be identified and surveyed. This enables current and future risk analysis to assist decision makers in risk reduction and adaptation.
Harkunti Pertiwi Rahayu, Khonsa Indana Zulfa, Dewi Nurhasanah, Richard Haigh, Dilanthi Amaratunga, and In In Wahdiny
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2023-85, https://doi.org/10.5194/nhess-2023-85, 2023
Revised manuscript accepted for NHESS
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Transboundary river management for inter-city or inter province become very critical issue due to the ego sectoral and lack of responsibility sharing. This paper has recognized the most strategic flood risk driver from key stakeholder perspective.
Prateek Arora and Luis Ceferino
Nat. Hazards Earth Syst. Sci., 23, 1665–1683, https://doi.org/10.5194/nhess-23-1665-2023, https://doi.org/10.5194/nhess-23-1665-2023, 2023
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Power outage models can help utilities manage risks for outages from hurricanes. Our article reviews the existing outage models during hurricanes and highlights their strengths and limitations. Existing models can give erroneous estimates with outage predictions larger than the number of customers, can struggle with predictions for catastrophic hurricanes, and do not adequately represent infrastructure failure's uncertainties. We suggest models for the future that can overcome these challenges.
Huige Xing, Ting Que, Yuxin Wu, Shiyu Hu, Haibo Li, Hongyang Li, Martin Skitmore, and Nima Talebian
Nat. Hazards Earth Syst. Sci., 23, 1529–1547, https://doi.org/10.5194/nhess-23-1529-2023, https://doi.org/10.5194/nhess-23-1529-2023, 2023
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Disaster risk reduction requires public power. The aim of this study is to investigate the factors influencing the public's intention to participate in disaster risk reduction. An empirical study was conducted using structural equation modeling data analysis methods. The findings show that public attitudes, perceptions of those around them, ability to participate, and sense of participation are important factors.
Di Wang, Ming Wang, Kai Liu, and Jun Xie
Nat. Hazards Earth Syst. Sci., 23, 1409–1423, https://doi.org/10.5194/nhess-23-1409-2023, https://doi.org/10.5194/nhess-23-1409-2023, 2023
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The short–medium-term intervention effect on the post-earthquake area was analysed by simulations in different scenarios. The sediment transport patterns varied in different sub-regions, and the relative effectiveness in different scenarios changed over time with a general downward trend, where the steady stage implicated the scenario with more facilities performing better in controlling sediment output. Therefore, the simulation methods could support optimal rehabilitation strategies.
Marcos Roberto Benso, Gabriela Chiquito Gesualdo, Roberto Fray Silva, Greicelene Jesus Silva, Luis Miguel Castillo Rápalo, Fabricio Alonso Richmond Navarro, Patricia Angélica Alves Marques, José Antônio Marengo, and Eduardo Mario Mendiondo
Nat. Hazards Earth Syst. Sci., 23, 1335–1354, https://doi.org/10.5194/nhess-23-1335-2023, https://doi.org/10.5194/nhess-23-1335-2023, 2023
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This article is about how farmers can better protect themselves from disasters like droughts, extreme temperatures, and floods. The authors suggest that one way to do this is by offering insurance contracts that cover these different types of disasters. By having this insurance, farmers can receive financial support and recover more quickly. The article elicits different ideas about how to design this type of insurance and suggests ways to make it better.
Shivani Chouhan and Mahua Mukherjee
Nat. Hazards Earth Syst. Sci., 23, 1267–1286, https://doi.org/10.5194/nhess-23-1267-2023, https://doi.org/10.5194/nhess-23-1267-2023, 2023
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The Himalayas are prone to multi-hazards. To minimise loss, proper planning and execution are necessary. Data collection is the basis of any risk assessment process. This enhanced survey form is easy to understand and pictorial and identifies high-risk components of any building (structural and non-structural) surrounded by multi-hazards. Its results can help to utilise the budget in a prioritised way. A SWOT (strengths, weaknesses, threats and opportunities) analysis has been performed.
Thulasi Vishwanath Harish, Nivedita Sairam, Liang Emlyn Yang, Matthias Garschagen, and Heidi Kreibich
Nat. Hazards Earth Syst. Sci., 23, 1125–1138, https://doi.org/10.5194/nhess-23-1125-2023, https://doi.org/10.5194/nhess-23-1125-2023, 2023
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Coastal Asian cities are becoming more vulnerable to flooding. In this study we analyse the data collected from flood-prone houses in Ho Chi Minh City to identify what motivates the households to adopt flood precautionary measures. The results revealed that educating the households about the available flood precautionary measures and communicating the flood protection measures taken by the government encourage the households to adopt measures without having to experience multiple flood events.
Annegret H. Thieken, Philip Bubeck, Anna Heidenreich, Jennifer von Keyserlingk, Lisa Dillenardt, and Antje Otto
Nat. Hazards Earth Syst. Sci., 23, 973–990, https://doi.org/10.5194/nhess-23-973-2023, https://doi.org/10.5194/nhess-23-973-2023, 2023
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In July 2021 intense rainfall caused devastating floods in western Europe with 184 fatalities in the German federal states of North Rhine-Westphalia (NW) and Rhineland-Palatinate (RP), calling their warning system into question. An online survey revealed that 35 % of respondents from NW and 29 % from RP did not receive any warning. Many of those who were warned did not expect severe flooding, nor did they know how to react. The study provides entry points for improving Germany's warning system.
Blaise Mafuko Nyandwi, Matthieu Kervyn, François Muhashy Habiyaremye, François Kervyn, and Caroline Michellier
Nat. Hazards Earth Syst. Sci., 23, 933–953, https://doi.org/10.5194/nhess-23-933-2023, https://doi.org/10.5194/nhess-23-933-2023, 2023
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Risk perception involves the processes of collecting, selecting and interpreting signals about the uncertain impacts of hazards. It may contribute to improving risk communication and motivating the protective behaviour of the population living near volcanoes. Our work describes the spatial variation and factors influencing volcanic risk perception of 2204 adults of Goma exposed to Nyiragongo. It contributes to providing a case study for risk perception understanding in the Global South.
Fatemeh Jalayer, Hossein Ebrahimian, Konstantinos Trevlopoulos, and Brendon Bradley
Nat. Hazards Earth Syst. Sci., 23, 909–931, https://doi.org/10.5194/nhess-23-909-2023, https://doi.org/10.5194/nhess-23-909-2023, 2023
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Assessing tsunami fragility and the related uncertainties is crucial in the evaluation of incurred losses. Empirical fragility modelling is based on observed tsunami intensity and damage data. Fragility curves for hierarchical damage levels are distinguished by their laminar shape; that is, the curves should not intersect. However, this condition is not satisfied automatically. We present a workflow for hierarchical fragility modelling, uncertainty propagation and fragility model selection.
Carlos Mesta, Gemma Cremen, and Carmine Galasso
Nat. Hazards Earth Syst. Sci., 23, 711–731, https://doi.org/10.5194/nhess-23-711-2023, https://doi.org/10.5194/nhess-23-711-2023, 2023
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Flood risk is expected to increase in many regions worldwide due to rapid urbanization and climate change. The benefits of risk-mitigation measures remain inadequately quantified for potential future events in some multi-hazard-prone areas such as Kathmandu Valley (KV), Nepal, which this paper addresses. The analysis involves modeling two flood occurrence scenarios and using four residential exposure inventories representing current urban system or near-future development trajectories for KV.
Kirk B. Enu, Aude Zingraff-Hamed, Mohammad A. Rahman, Lindsay C. Stringer, and Stephan Pauleit
Nat. Hazards Earth Syst. Sci., 23, 481–505, https://doi.org/10.5194/nhess-23-481-2023, https://doi.org/10.5194/nhess-23-481-2023, 2023
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In sub-Saharan Africa, there is reported uptake of at least one nature-based solution (NBS) in 71 % of urban areas in the region for mitigating hydro-meteorological risks. These NBSs are implemented where risks exist but not where they are most severe. With these NBSs providing multiple ecosystem services and four out of every five NBSs creating livelihood opportunities, NBSs can help address major development challenges in the region, such as water and food insecurity and unemployment.
Cited articles
Akbas, S., Blahut, J., and Sterlacchini, S.: Critical assessment of existing physical vulnerability estimation approaches for debris flows, in: International Conference – Landslide processes: from geomorphological mappingto dynamic modelling, edited by: Malet, J., Remaître, A., and Bogaard, T., CERG Editions, Strasbourg, 229–233, 2009.
Amadio, M., Scorzini, A. R., Carisi, F., Essenfelder, A. H., Domeneghetti, A., Mysiak, J., and Castellarin, A.: Testing empirical and synthetic flood damage models: the case of Italy, Nat. Hazards Earth Syst. Sci., 19, 661–678, https://doi.org/10.5194/nhess-19-661-2019, 2019.
Apel, H., Merz, B., and Thieken, A. H.: Quantification of uncertainties in
flood risk assessments, Int. J. River Basin Manag., 6, 149–162,
https://doi.org/10.1080/15715124.2008.9635344, 2008.
Arrighi, C., Mazzanti, B., Pistone, F., and Castelli, F.: Empirical flash
flood vulnerability functions for residential buildings, SN Appl. Sci., 2,
1–12, https://doi.org/10.1007/s42452-020-2696-1, 2020.
Balica, S. F., Douben, N., and Wright, N. G.: Flood vulnerability indices at
varying spatial scales, Water Sci. Technol., 60, 2571–2580,
https://doi.org/10.2166/wst.2009.183, 2009.
Becciu, G., Ghia, M., and Mambretti, S.: A century of works on river seveso:
From unregulated development to basin reclamation, Int. J. Environ. Impacts
Manag. Mitig. Recover., 1, 461–472,
https://doi.org/10.2495/ei-v1-n4-461-472, 2018.
Bocci, M., Puppo, D. D., and Fasolini, D.: Il nuovo modello digitale del terreno della Regione Lombardia; un esempio di utilizzo di dati esistenti, XIX Conferenza Nazionale ASITA, 833–841, http://atti.asita.it/ASITA2015/Autori/56.html (last access: 27 April 2022), 2015.
Bouwer, L. M., Bubeck, P., and Aerts, J. C. J. H.: Changes in future flood
risk due to climate and development in a Dutch polder area, Global Environ.
Change, 20, 463–471, https://doi.org/10.1016/j.gloenvcha.2010.04.002, 2010.
Cammerer, H. and Thieken, A. H.: Historical development and future outlook
of the flood damage potential of residential areas in the Alpine Lech Valley
(Austria) between 1971 and 2030, Reg. Environ. Change, 13, 999–1012,
https://doi.org/10.1007/s10113-013-0407-9, 2013.
Cammerer, H., Thieken, A. H., and Verburg, P. H.: Spatio-temporal dynamics
in the flood exposure due to land use changes in the Alpine Lech Valley in
Tyrol (Austria), Nat. Hazards, 68, 1243–1270,
https://doi.org/10.1007/s11069-012-0280-8, 2013.
Cardona, O. D.: The need for rethinking the concepts of vulnerability and risk from a holistic perspective: A necessary review and criticism for effective risk management, in: Mapping Vulnerability Disasters, Development and People, edited by: Bankoff, G. Frerks, G., and Hilhorst, D., 1st ed., Routledge, London, UK, 37–51, https://doi.org/10.4324/9781849771924, 2004.
Carrera, L., Standardi, G., Bosello, F., and Mysiak, J.: Assessing direct and indirect economic impacts of a flood event through the integration of spatial and computable general equilibrium modelling, Environ. Model. Softw., 63, 109–122, https://doi.org/10.1016/j.envsoft.2014.09.016, 2015.
Cohen, S., Raney, A., Munasinghe, D., Loftis, J. D., Molthan, A., Bell, J., Rogers, L., Galantowicz, J., Brakenridge, G. R., Kettner, A. J., Huang, Y.-F., and Tsang, Y.-P.: The Floodwater Depth Estimation Tool (FwDET v2.0) for improved remote sensing analysis of coastal flooding, Nat. Hazards Earth Syst. Sci., 19, 2053–2065, https://doi.org/10.5194/nhess-19-2053-2019, 2019.
Copernicus Programme: Mapping Guide v6.1 for an European Urban Atlas, 42 pp., https://land.copernicus.eu/user-corner/technical-library/urban_atlas_2012_2018_mapping_guide_v6-1.pdf (last access: 21 May 2021), 2018.
Corradi, J., Salvucci, G., and Vitale, V.: Analisi della vulnerabilità sismica dell’edificato italiano: tra demografia e “domografia” una proposta metodologica innovativa, Ingenio, 1–22, https://www.ingenio-web.it/4518-tra-demografia-e-domografia-una-propostametodologica-innovativa-per-valutare-la-vulnerabilita-sismica-delledificato-italiano (last access: 21 May 2021), 2015.
Crigg, N. S. and Helweg, O. J.: State-of-the-Art of Estimating Flood Damage
in Urban Areas, Am. Wat. Res., 11, 379–390, 1975.
Davies, R.: Seveso River Floods Milan, http://floodlist.com/europe/seveso-river-floods-milan (last access: 17 December 2020), 2014.
Department Of The Army and U.S. Army Corps of Engineers (USACE): ER
1105-2-101_Risk Assessment for Flood Risk Management,
https://www.publications.usace.army.mil/Portals/76/Users/182/86/2486/ER 1105-2-101_Clean.pdf (last access: 27 April 2022), 2019.
Dietrich, W. E. and Perron, J. T.: The search for a topographic signature of
life, Nature, 439, 411–418, https://doi.org/10.1038/nature04452, 2006.
Dodov, B. A. and Foufoula-Georgiou, E.: Floodplain morphometry extraction
from a high-resolution digital elevation model: a simple algorithm for
regional analysis studies, IEEE Geosci. Remote S., 3, 410–413,
https://doi.org/10.1109/LGRS.2006.874161, 2006.
Dottori, F., Figueiredo, R., Martina, M. L. V., Molinari, D., and Scorzini, A. R.: INSYDE: a synthetic, probabilistic flood damage model based on explicit cost analysis, Nat. Hazards Earth Syst. Sci., 16, 2577–2591, https://doi.org/10.5194/nhess-16-2577-2016, 2016a.
Dottori, F., Figueiredo, R., Martina, M. L. V., Molinari, D., and Scorzini, A. R.: INSYDE, a synthetic, probabilistic flood damage model based on explicit cost analysis, GitHub [code], https://github.com/ruipcfig/insyde (last access: 17 May 2022), 2016b.
Elmer, F., Thieken, A. H., Pech, I., and Kreibich, H.: Influence of flood frequency on residential building losses, Nat. Hazards Earth Syst. Sci., 10, 2145–2159, https://doi.org/10.5194/nhess-10-2145-2010, 2010.
Englhardt, J., de Moel, H., Huyck, C. K., de Ruiter, M. C., Aerts, J. C. J. H., and Ward, P. J.: Enhancement of large-scale flood risk assessments using building-material-based vulnerability curves for an object-based approach in urban and rural areas, Nat. Hazards Earth Syst. Sci., 19, 1703–1722, https://doi.org/10.5194/nhess-19-1703-2019, 2019.
European Union, Copernicus Land Monitoring Service, European Environment Agency: Urban Atlas 2018, European Union, Copernicus Land Monitoring Service, European Environment Agency (EEA) [data set], https://land.copernicus.eu/local/urban-atlas/urban-atlas-2018?tab=download (last access: 27 April 2022), 2018a.
European Union, Copernicus Land Monitoring Service, European Environment Agency: Imperviousness Density 2018, European Union, Copernicus Land Monitoring Service, European Environment Agency (EEA) [data set], https://land.copernicus.eu/pan-european/high-resolution-layers/imperviousness/status-maps/imperviousness-density-2018?tab=download (last access: 27 April 2022), 2018b.
Faella, C. and Nigro, E.: Dynamic impact of the debris flows on the constructions during the hydrogeological disaster in Campania-1998: Failure mechanical models and evaluation of the impact velocity, in: Proceedings of the international conference on FSM, Naples, Italy, 179–186, 2003.
Fekete, A., Damm, M., and Birkmann, J.: Scales as a challenge for
vulnerability assessment, Nat. Hazards, 55, 729–747,
https://doi.org/10.1007/s11069-009-9445-5, 2010.
Figueiredo, R. and Martina, M.: Using open building data in the development of exposure data sets for catastrophe risk modelling, Nat. Hazards Earth Syst. Sci., 16, 417–429, https://doi.org/10.5194/nhess-16-417-2016, 2016.
Fleming, G.: Learning to live with rivers—the ICE's report to government,
Proc. Inst. Civ. Eng.-Civ. Eng., 150, 15–21,
https://doi.org/10.1680/cien.2002.150.5.15, 2002.
Fuchs, S., Keiler, M., Ortlepp, R., Schinke, R., and Papathoma-Köhle,
M.: Recent advances in vulnerability assessment for the built environment
exposed to torrential hazards: Challenges and the way forward, J. Hydrol.,
575, 587–595, https://doi.org/10.1016/j.jhydrol.2019.05.067, 2019.
Gabriels, K., Willems, P., and Van Orshoven, J.: A comparative flood damage and risk impact assessment of land use changes, Nat. Hazards Earth Syst. Sci., 22, 395–410, https://doi.org/10.5194/nhess-22-395-2022, 2022.
Gizzi, F. T., Potenza, M. R., and Zotta, C.: The Insurance Market of Natural
Hazards for Residential Properties in Italy, Open J. Earthq. Res., 5,
35–61, https://doi.org/10.4236/ojer.2016.51004, 2016.
Hallegatte, S., Green, C., Nicholls, R. J., and Corfee-Morlot, J.: Future
flood losses in major coastal cities, Nat. Clim. Change, 3, 802–806,
https://doi.org/10.1038/nclimate1979, 2013.
Hufschmidt, G., Crozier, M., and Glade, T.: Evolution of natural risk: research framework and perspectives, Nat. Hazards Earth Syst. Sci., 5, 375–387, https://doi.org/10.5194/nhess-5-375-2005, 2005.
Huizinga, J., De Moel, H., and Szewczyk, W.: Global flood depth-damage functions: Methodology and the database with guidelines, EUR 28552 EN, Publications Office of the European Union, Luxembourg, ISBN 978-92-79-67781-6, https://doi.org/10.2760/16510, 2017.
Italian Ministry of Environment’s Geoportale Nazionale: Edificato dei capoluoghi di provincia, Italian Ministry of Environment’s Geoportale Nazionale [data set], http://www.pcn.minambiente.it/mattm/servizio-wms/ (last access: 21 May 2021), 2003.
Italian National Institute for Statistics: 2011 census, Italian National Institute for Statistics [data set], http://www.istat.it/ (last access: 27 April 2022), 2011.
Jongman, B., Kreibich, H., Apel, H., Barredo, J. I., Bates, P. D., Feyen, L., Gericke, A., Neal, J., Aerts, J. C. J. H., and Ward, P. J.: Comparative flood damage model assessment: towards a European approach, Nat. Hazards Earth Syst. Sci., 12, 3733–3752, https://doi.org/10.5194/nhess-12-3733-2012, 2012.
Kappes, M. S., Papathoma-Köhle, M., and Keiler, M.: Assessing physical
vulnerability for multi-hazards using an indicator-based methodology, Appl.
Geogr., 32, 577–590, https://doi.org/10.1016/j.apgeog.2011.07.002, 2012.
Kumar, D. and Bhattacharjya, R. K.: Review of different methods and techniques used for flood vulnerability analysis, Nat. Hazards Earth Syst. Sci. Discuss. [preprint], https://doi.org/10.5194/nhess-2020-297, 2020.
Lal, P. N., Mitchell, T., Aldunce, P., Auld, H., Mechler, R., Miyan, A., Romano, L. E., Zakaria, S., Dlugolecki, A., 65 Masumoto, T., Ash, N., Hochrainer, S., Hodgson, R., Islam, T. U., Mc Cormick, S., Neri, C., Pulwarty, R., Rahman, A., Ramalingam, B., Sudmeier-Reiux, K., Tompkins, E., Twigg, J., and Wilby, R.: National systems for managing the risks from climate extremes and disasters, in: Managing the Risks of Extreme Events and Disasters to Advance Climate Change Adaptation, Special Report of the Intergovernmental Panel on Climate Change, Special Report of the Intergovernmental Panel on Climate Change, edited by: Field, C. B., Barros V., Stocker, T. F., and Dahe, Q., 339–392, 70, https://doi.org/10.1017/CBO9781139177245.009, 2012.
Malgwi, M. B., Fuchs, S., and Keiler, M.: A generic physical vulnerability model for floods: review and concept for data-scarce regions, Nat. Hazards Earth Syst. Sci., 20, 2067–2090, https://doi.org/10.5194/nhess-20-2067-2020, 2020.
Mazzorana, B., Simoni, S., Scherer, C., Gems, B., Fuchs, S., and Keiler, M.: A physical approach on flood risk vulnerability of buildings, Hydrol. Earth Syst. Sci., 18, 3817–3836, https://doi.org/10.5194/hess-18-3817-2014, 2014.
McBean, E. A., Gorrie, J., Fortin, M., Ding, J., and Monlton, R.: Adjustment
Factors for Flood Damage Curves, J. Water Res. Plan. Man., 114,
635–646, https://doi.org/10.1061/(asce)0733-9496(1988)114:6(635), 1988.
Menoni, S., Molinari, D., Ballio, F., Minucci, G., Mejri, O., Atun, F., Berni, N., and Pandolfo, C.: Flood damage: a model for consistent, complete and multipurpose scenarios, Nat. Hazards Earth Syst. Sci., 16, 2783–2797, https://doi.org/10.5194/nhess-16-2783-2016, 2016.
Merz, B., Kreibich, H., Thieken, A., and Schmidtke, R.: Estimation uncertainty of direct monetary flood damage to buildings, Nat. Hazards Earth Syst. Sci., 4, 153–163, https://doi.org/10.5194/nhess-4-153-2004, 2004.
Merz, B., Kreibich, H., Schwarze, R., and Thieken, A.: Review article “Assessment of economic flood damage”, Nat. Hazards Earth Syst. Sci., 10, 1697–1724, https://doi.org/10.5194/nhess-10-1697-2010, 2010.
Meyer, V., Becker, N., Markantonis, V., Schwarze, R., van den Bergh, J. C. J. M., Bouwer, L. M., Bubeck, P., Ciavola, P., Genovese, E., Green, C., Hallegatte, S., Kreibich, H., Lequeux, Q., Logar, I., Papyrakis, E., Pfurtscheller, C., Poussin, J., Przyluski, V., Thieken, A. H., and Viavattene, C.: Review article: Assessing the costs of natural hazards – state of the art and knowledge gaps, Nat. Hazards Earth Syst. Sci., 13, 1351–1373, https://doi.org/10.5194/nhess-13-1351-2013, 2013.
Molinari, D. and Scorzini, A. R.: On the influence of input data quality to flood damage estimation: The performance of the INSYDE model, Water, 9, 688, https://doi.org/10.3390/w9090688, 2017.
Molinari, D., Ballio, F., and Menoni, S.: Floods emergency management: The
value of potential and actual damage estimation, WIT Trans. Ecol. Envir.,
159, 95–105, https://doi.org/10.2495/FRIAR120081, 2012.
Molinari, D., Menoni, S., Aronica, G. T., Ballio, F., Berni, N., Pandolfo, C., Stelluti, M., and Minucci, G.: Ex post damage assessment: an Italian experience, Nat. Hazards Earth Syst. Sci., 14, 901–916, https://doi.org/10.5194/nhess-14-901-2014, 2014.
Molinari, D., Scorzini, A. R., Arrighi, C., Carisi, F., Castelli, F., Domeneghetti, A., Gallazzi, A., Galliani, M., Grelot, F., Kellermann, P., Kreibich, H., Mohor, G. S., Mosimann, M., Natho, S., Richert, C., Schroeter, K., Thieken, A. H., Zischg, A. P., and Ballio, F.: Are flood damage models converging to “reality”? Lessons learnt from a blind test, Nat. Hazards Earth Syst. Sci., 20, 2997–3017, https://doi.org/10.5194/nhess-20-2997-2020, 2020.
Morelli, A., Taramelli, A., Bozzeda, F., Valentini, E., Colangelo, M. A.,
and Cueto, Y. R.: The disaster resilience assessment of coastal areas: A
method for improving the stakeholders' participation, Ocean Coast. Manage.,
214, 105867, https://doi.org/10.1016/j.ocecoaman.2021.105867, 2021.
Municipality of Milan: G_All09 Relazione aree esondabili e della pericolosità Analisi idraulica di dettaglio, Municipality of Milan [data set], https://www.pgt.comune.milano.it/gall09-relazione-aree-esondabili-e-della-pericolosita/analisi-idraulica-di-dettaglio-download-dati (last access: 27 April 2022), 2019.
Nafari, R. H.: Flood Damage Assessment with the Help of HEC-FIAModel. M.S. thesis, Department of Civil and Environmental Engineering, Politechnico Milano, https://www.politesi.polimi.it/bitstream/10589/86182/1/2012_13_Hasanzadeh Nafari.pdf (last access: 8 August 2021), 2013.
Nardi, F., Vivoni, E. R., and Grimaldi, S.: Investigating a floodplain
scaling relation using a hydrogeomorphic delineation method, Water Resour.
Res., 42, 1–15, https://doi.org/10.1029/2005WR004155, 2006.
Nasiri, H., Mohd Yusof, M. J., and Mohammad Ali, T. A.: An overview to flood
vulnerability assessment methods, Sustain. Water Resour. Manag., 2,
331–336, https://doi.org/10.1007/s40899-016-0051-x, 2016.
Papathoma-Köhle, M., Schlögl, M., and Fuchs, S.: Vulnerability
indicators for natural hazards: an innovative selection and weighting
approach, Sci. Rep.-UK, 9, 1–14, https://doi.org/10.1038/s41598-019-50257-2,
2019.
Pistrika, A., Tsakiris, G., and Nalbantis, I.: Flood Depth-Damage Functions
for Built Environment, Environ. Process., 1, 553–572,
https://doi.org/10.1007/s40710-014-0038-2, 2014.
Roberts, N. J., Nadim, F., and Kalsnes, B.: Quantification of vulnerability
to natural hazards, Georisk Assess. Manag. Risk Eng. Syst. Geohazards, 3,
164–173, https://doi.org/10.1080/17499510902788850, 2009.
Schanze, J.: FLOOD RISK MANAGEMENT – A BASIC FRAMEWORK, in: Flood Risk
Management: Hazards, Vulnerability and Mitigation Measures, edited by:
Schanze, J., Zeman, E., and Marsalek, J., Springer Netherlands, Dordrecht,
1–20, https://doi.org/10.1007/978-1-4020-4598-1_1, 2006.
Scorzini, A. R., Dewals, B., Rodriguez Castro, D., Archambeau, P., and Molinari, D.: INSYDE-BE: adaptation of the INSYDE model to the Walloon region (Belgium), Nat. Hazards Earth Syst. Sci., 22, 1743–1761, https://doi.org/10.5194/nhess-22-1743-2022, 2022.
Seenath, A., Wilson, M., and Miller, K.: Hydrodynamic versus GIS modelling
for coastal flood vulnerability assessment: Which is better for guiding
coastal management?, Ocean Coast. Manage., 120, 99–109,
https://doi.org/10.1016/j.ocecoaman.2015.11.019, 2016.
Taramelli, A. and Reichenbach, P.: Comparison of Srtm Elevation Data With
Cartographically Derived DEMs in Italy, Rev. Geogr. Acad., 2, 41–52, 2008.
Taramelli, A., Valentini, E., and Sterlacchini, S.: A GIS-based approach for
hurricane hazard and vulnerability assessment in the Cayman Islands, Ocean
Coast. Manage., 108, 116–130,
https://doi.org/10.1016/j.ocecoaman.2014.07.021, 2015.
Taramelli, A., Manzo, C., Valentini, E., and Cornacchia, L.: Coastal
Subsidence: Causes, Mapping, and Monitoring, in: Natural Hazards:
Earthquakes, Volcanoes, and Landslides, edited by: Ramesh Singh, D. B., CRC
Press, 253–290, ISBN 9781138054431, 2018.
Taramelli, A., Lissoni, M., Piedelobo, L., Schiavon, E., Valentini, E.,
Nguyen Xuan, A., and González-Aguilera, D.: Monitoring Green
Infrastructure for Natural Water Retention Using Copernicus Global Land
Products, Remote Sens., 11, 1583, https://doi.org/10.3390/rs11131583, 2019.
Thieken, A. H., Olschewski, A., Kreibich, H., Kobsch, S., and Merz, B.:
Development and evaluation of FLEMOps – A new Flood Loss Estimation MOdel
for the private sector, WIT Trans. Ecol. Environ., 118, 315–324,
https://doi.org/10.2495/FRIAR080301, 2008.
Thrysøe, C., Balstrøm, T., Borup, M., Löwe, R., Jamali, B., and
Arnbjerg-Nielsen, K.: FloodStroem: A fast dynamic GIS-based urban flood and
damage model, J. Hydrol., 600, 126521,
https://doi.org/10.1016/j.jhydrol.2021.126521, 2021.
Usman Kaoje, I., Abdul Rahman, M. Z., Idris, N. H., Razak, K. A., Wan Mohd
Rani, W. N. M., Tam, T. H., and Mohd Salleh, M. R.: Physical flood
vulnerability assessment using geospatial indicator-based approach and
participatory analytical hierarchy process: A case study in Kota Bharu,
Malaysia, 13, 1–22, https://doi.org/10.3390/w13131786, 2021.
Vamvatsikos, D., Kouris, L. A., Panagopoulos, G., Kappos, A. J., Nigro, E., Rossetto, T., Lloyd, T. O., and Stathopoulos, T.: Structural vulnerability assessment under natural hazards: A review, COST ACTION C26 Urban Habitat Constr. under Catastrophic Events – Proc. Final Conf., 711–723, ISBN 978-0-415-60685-1, 2010
Vogel, C. and O’Brien, K.: Vulnerability and Global fnvironmental
Change: Rhetoric and Reality, nformation Bull. Glob. Environ.
Chang. Hum. Secur. No. 13. Environ. Chang. Secur. Proj. Int.
Dev. Res. Centre, Ottawa, https://idl-bnc-idrc.dspacedirect.org/bitstream/handle/10625/39859/IDL-39859.pdf?sequence=1&isAllowed=y (last access: 21 May 2021), 2004.
Short summary
This work aims to support decision-making processes to prioritize effective interventions for flood risk reduction and mitigation for the implementation of flood risk management concepts in urban areas. Our findings provide new insights into vulnerability spatialization of urban flood events for the residential sector, demonstrating that the nature of flood pathways varies spatially and is influenced by landscape characteristics, as well as building features.
This work aims to support decision-making processes to prioritize effective interventions for...
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