Articles | Volume 21, issue 3
https://doi.org/10.5194/nhess-21-1101-2021
© 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-21-1101-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
25 Mar 2021
Research article |
| 25 Mar 2021
| 25 Mar 2021
Spatialized flood resilience measurement in rapidly urbanized coastal areas with a complex semi-arid environment in northern Morocco
Geosciences, Water and Environment Laboratory, Faculty of Sciences Rabat, Mohammed V University in Rabat, Morocco
Otmane Raji
Geology & Sustainable Mining, University Mohammed 6 Polytechnic,
Benguerir, Morocco
Nabil El Moçayd
International Water Research Institute, University Mohammed 6
Polytechnic, Benguerir, Morocco
Ilias Kacimi
Geosciences, Water and Environment Laboratory, Faculty of Sciences Rabat, Mohammed V University in Rabat, Morocco
Nadia Kassou
Geosciences, Water and Environment Laboratory, Faculty of Sciences Rabat, Mohammed V University in Rabat, Morocco
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Bouchra Zellou, Nabil El Moçayd, and El Houcine Bergou
Nat. Hazards Earth Syst. Sci., 23, 3543–3583, https://doi.org/10.5194/nhess-23-3543-2023, https://doi.org/10.5194/nhess-23-3543-2023, 2023
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In this study, we underscore the critical importance of strengthening drought prediction capabilities in the Mediterranean region. We present an in-depth evaluation of current drought forecasting approaches, encompassing statistical, dynamical, and hybrid statistical–dynamical models, and highlight unexplored research opportunities. Additionally, we suggest viable directions to enhance drought prediction and early warning systems within the area.
Alexandre Tuel, Nabil El Moçayd, Moulay Driss Hasnaoui, and Elfatih A. B. Eltahir
Hydrol. Earth Syst. Sci., 26, 571–588, https://doi.org/10.5194/hess-26-571-2022, https://doi.org/10.5194/hess-26-571-2022, 2022
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Snowmelt in the High Atlas is critical for irrigation in Morocco but is threatened by climate change. We assess future trends in High Atlas snowpack by modelling it under historical and future climate scenarios and estimate their impact on runoff. We find that the combined warming and drying will result in a roughly 80 % decline in snowpack, a 5 %–30 % decrease in runoff efficiency and 50 %–60 % decline in runoff under a business-as-usual scenario.
Rajae El Aoula, Gil Mahé, Nadia Mhammdi, Abdellatif Ezzahouani, Ilias Kacimi, and Kenza Khomsi
Proc. IAHS, 384, 163–168, https://doi.org/10.5194/piahs-384-163-2021, https://doi.org/10.5194/piahs-384-163-2021, 2021
Nabil El Moçayd, Suchul Kang, and Elfatih A. B. Eltahir
Hydrol. Earth Syst. Sci., 24, 1467–1483, https://doi.org/10.5194/hess-24-1467-2020, https://doi.org/10.5194/hess-24-1467-2020, 2020
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The present work addresses the impact of climate change on the Water Highway project in Morocco. This project aims to transfer 860 × 106 m3 yr−1 of water from the north to the south. As the project is very sensitive to the availability of water in the northern regions, we evaluate its feasibility under different future climate change scenarios: under a pessimistic climate scenario, the project is infeasible; however, under an optimistic scenario a rescaled version might be feasible.
Laurent Dezileau, Angel Pérez-Ruzafa, Philippe Blanchemanche, Jean-Philippe Degeai, Otmane Raji, Philippe Martinez, Concepcion Marcos, and Ulrich Von Grafenstein
Clim. Past, 12, 1389–1400, https://doi.org/10.5194/cp-12-1389-2016, https://doi.org/10.5194/cp-12-1389-2016, 2016
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Amongst the most devastating marine catastrophes that can occur in coastal areas are storms and tsunamis, which may seriously endanger human society. In a sediment core from the Mar Menor (SE Spain), we discovered eight coarse-grained layers which document marine incursions during periods of intense storm activity or tsunami events. These periods of surge events seem to coincide with the coldest periods in Europe during the late Holocene, suggesting a control by a climatic mechanism.
O. Raji, L. Dezileau, U. Von Grafenstein, S. Niazi, M. Snoussi, and P. Martinez
Nat. Hazards Earth Syst. Sci., 15, 203–211, https://doi.org/10.5194/nhess-15-203-2015, https://doi.org/10.5194/nhess-15-203-2015, 2015
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Risk Assessment, Mitigation and Adaptation Strategies, Socioeconomic and Management Aspects
Scientists as storytellers: the explanatory power of stories told about environmental crises
Back analysis of a building collapse under snow and rain loads in a Mediterranean area
Assessment of building damage and risk under extreme flood scenarios in Shanghai
Towards a global impact-based forecasting model for tropical cyclones
Mangrove ecosystem properties regulate high water levels in a river delta
Analysis of flood warning and evacuation efficiency by comparing damage and life-loss estimates with real consequences related to the São Francisco tailings dam failure in Brazil
Impacts from Hurricane Sandy on New York City in alternative climate-driven event storylines
Analysis of the effects of urban micro-scale vulnerabilities on tsunami evacuation using and Agent-Based model. Case study in the city of Iquique, Chile
Estimation of emergency costs for earthquakes and floods in Central Asia based on modelled losses
Criteria-based visualization design for hazard maps
Regional-scale landslide risk assessment in Central-Asia
Low-regret climate change adaptation in coastal megacities – evaluating large-scale flood protection and small-scale rainwater detention measures for Ho Chi Minh City, Vietnam
Modeling compound flood risk and risk reduction using a globally applicable framework: a pilot in the Sofala province of Mozambique
Scenario-based multi-risk assessment from existing single-hazard vulnerability models. An application to consecutive earthquakes and tsunamis in Lima, Peru
Using machine learning algorithms to identify predictors of social vulnerability in the event of a hazard: Istanbul case study
Large-scale risk assessment on snow avalanche hazard in alpine regions
Probabilistic and machine learning methods for uncertainty quantification in power outage prediction due to extreme events
Review article: current approaches and critical issues in multi-risk recovery planning of urban areas exposed to natural hazards
Public intention to participate in sustainable geohazard mitigation: an empirical study based on an extended theory of planned behavior
An assessment of short–medium-term interventions using CAESAR-Lisflood in a post-earthquake mountainous area
Review article: Design and evaluation of weather index insurance for multi-hazard resilience and food insecurity
Design and application of a multi-hazard risk rapid assessment questionnaire for hill communities in the Indian Himalayan region
Identifying the drivers of private flood precautionary measures in Ho Chi Minh City, Vietnam
Cost estimation for the monitoring instrumentalization of Landslide Early Warning Systems
Performance of the flood warning system in Germany in July 2021 – insights from affected residents
Differences in volcanic risk perception among Goma's population before the Nyiragongo eruption of May 2021, Virunga volcanic province (DR Congo)
Empirical tsunami fragility modelling for hierarchical damage levels
Quantifying the potential benefits of risk-mitigation strategies on future flood losses in Kathmandu Valley, Nepal
The Role of Response Efficacy and Self-efficacy in Disaster Preparedness Actions for Vulnerable Households
An assessment of potential improvements in social capital, risk awareness, and preparedness from digital technologies
Review article: Potential of nature-based solutions to mitigate hydro-meteorological risks in sub-Saharan Africa
Identifying Vulnerable Population in the Urban Society: a Case Study of Wuhan, China
Invited perspectives: An insurer's perspective on the knowns and unknowns in natural hazard risk modelling
Classifying marine faults for hazard assessment offshore Israel: a new approach based on fault size and vertical displacement
Assessing agriculture's vulnerability to drought in European pre-Alpine regions
Tsunami risk perception in central and southern Italy
Brief communication: Critical infrastructure impacts of the 2021 mid-July western European flood event
Multi-scenario urban flood risk assessment by integrating future land use change models and hydrodynamic models
Building-scale flood loss estimation through vulnerability pattern characterization: application to an urban flood in Milan, Italy
Process-based flood damage modelling relying on expert knowledge: a methodological contribution applied to the agricultural sector
Dynamic risk assessment of compound hazards based on VFS–IEM–IDM: a case study of typhoon–rainstorm hazards in Shenzhen, China
Integrated seismic risk assessment in Nepal
Machine learning models to predict myocardial infarctions from past climatic and environmental conditions
Reliability of flood marks and practical relevance for flood hazard assessment in southwestern Germany
Spatial accessibility of emergency medical services under inclement weather: A case study in Beijing, China
Invited perspectives: Managed realignment as a solution to mitigate coastal flood risks – optimizing success through knowledge co-production
Invited perspectives: Views of 350 natural hazard community members on key challenges in natural hazards research and the Sustainable Development Goals
Estimating return intervals for extreme climate conditions related to winter disasters and livestock mortality in Mongolia
Surveying the surveyors to address risk perception and adaptive-behaviour cross-study comparability
Comparison of sustainable flood risk management by four countries – the United Kingdom, the Netherlands, the United States, and Japan – and the implications for Asian coastal megacities
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.
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
EGUsphere, https://doi.org/10.5194/egusphere-2023-2205, https://doi.org/10.5194/egusphere-2023-2205, 2023
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In this work, we improve an existing impact forecasting model for the Philippines by transforming the target variable (percentage of damaged houses) to a fine grid and 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 of introducing savings in anticipatory action resources. Such model generalizability is important in increasing the applicability of such tools around the world.
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.
Henrique M. D. Goulart, Irene Benito Lazaro, Linda van Garderen, Karin van der Wiel, Dewi Le Bars, Elco Koks, and Bart van den Hurk
EGUsphere, https://doi.org/10.5194/egusphere-2023-2032, https://doi.org/10.5194/egusphere-2023-2032, 2023
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We explore how Hurricane Sandy (2012) could affect 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 modelling framework, offering insights for high-impact event assessments.
Rodrigo Cienfuegos, Gonzalo Álvarez, Jorge León, Alejandro Urrutia, and Sebastián Castro
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2023-139, https://doi.org/10.5194/nhess-2023-139, 2023
Revised manuscript under review for NHESS
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This study carries out a detailed analysis of possible tsunami evacuation scenarios in the city of Iquique in Chile. Evacuation 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 the decision making regarding the starting time of the evacuation.
Emilio Berny, Carlos Avelar, Mario A. Salgado-Gálvez, and Mario Ordaz
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2023-135, https://doi.org/10.5194/nhess-2023-135, 2023
Revised manuscript accepted for NHESS
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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, being 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.
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.
Francesco Caleca, Chiara Scaini, William Frodella, and Veronica Tofani
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2023-106, https://doi.org/10.5194/nhess-2023-106, 2023
Revised manuscript accepted for NHESS
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Landslide risk analysis is a powerful tool because it allows to identify where high 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 surely represents an advance step in the field of risk analysis for very large areas. Our findings show a total risk of about 3.9 billion USD and a mean risk of 0.6 million USD per square kilometer.
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.
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.
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.
Soheil Mohammadi, Silvia De Angeli, Giorgio Boni, Francesca Pirlone, and Serena Cattari
EGUsphere, https://doi.org/10.5194/egusphere-2023-504, https://doi.org/10.5194/egusphere-2023-504, 2023
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This paper critically reviews disaster recovery literature to provide a basis to develop multi-hazard recovery planning tools for decision-making. 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, low consideration of disaster recovery as a non-linear process in which communities need change over time.
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.
Marta Sapena, Mortiz Gamperl, Marlene Kühnl, Carolina Garcia-Londoño, John Singer, and Hannes Taubenböck
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2023-41, https://doi.org/10.5194/nhess-2023-41, 2023
Revised manuscript accepted for NHESS
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A new approach for the deployment of Early Warning Systems (EWSs) in landslide-prone areas is proposed. We combine data-driven landslide susceptibility mapping and population maps to identify high-risk locations. We estimate the cost of monitoring sensors and demonstrate that EWSs could be installed with a budget ranging from €5 to €41 per person in Medellín, Colombia. We provide recommendations for stakeholders and outlines the challenges and opportunities for successful EWS implementation.
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.
Dong Qiu, Binglin Lv, Yuepeng Cui, and Zexiong Zhan
EGUsphere, https://doi.org/10.5194/egusphere-2022-1349, https://doi.org/10.5194/egusphere-2022-1349, 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 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.
Tommaso Piseddu, Mathilda Englund, and Karina Barquet
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2023-8, https://doi.org/10.5194/nhess-2023-8, 2023
Revised manuscript accepted for NHESS
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The manuscript deals with the necessity to understand to what extent the analysis of stakeholders' opinions in survey results is affected by the choices that researchers make. We look at four technologies that are objects to increased interest in the field of disaster risk management and find that different methodologies indeed produce different preferences over these. This work should pose as a warning to further research that seek to evaluate tools and technologies using survey results.
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.
Jia Xu, Makoto Takahashi, and Weifu Li
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2022-277, https://doi.org/10.5194/nhess-2022-277, 2023
Revised manuscript accepted for NHESS
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Through the development of micro-individual social vulnerability indicators and the use of cluster analysis, this research has assessed the level of social vulnerability of 599 residents in 11 communities in the Hongshan District of Wuhan. Quantitative assessments offer comparisons specifically between distinct units and, the results indicate that different types of communities have great differences in social vulnerability.
Madeleine-Sophie Déroche
Nat. Hazards Earth Syst. Sci., 23, 251–259, https://doi.org/10.5194/nhess-23-251-2023, https://doi.org/10.5194/nhess-23-251-2023, 2023
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This paper proves the need to conduct an in-depth review of the existing loss modelling framework and makes it clear that only a transdisciplinary effort will be up to the challenge of building global loss models. These two factors are essential to capture the interactions and increasing complexity of the three risk drivers (exposure, hazard, and vulnerability), thus enabling insurers to anticipate and be equipped to face the far-ranging impacts of climate change and other natural events.
May Laor and Zohar Gvirtzman
Nat. Hazards Earth Syst. Sci., 23, 139–158, https://doi.org/10.5194/nhess-23-139-2023, https://doi.org/10.5194/nhess-23-139-2023, 2023
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This study aims to provide a practical and relatively fast solution for early-stage planning of marine infrastructure that must cross a faulted zone. Instead of investing huge efforts in finding whether each specific fault meets a pre-defined criterion of activeness, we map the subsurface and determine the levels of fault hazard based on the amount of displacement and the fault's plane size. This allows for choosing the least problematic infrastructure routes at an early planning stage.
Ruth Stephan, Stefano Terzi, Mathilde Erfurt, Silvia Cocuccioni, Kerstin Stahl, and Marc Zebisch
Nat. Hazards Earth Syst. Sci., 23, 45–64, https://doi.org/10.5194/nhess-23-45-2023, https://doi.org/10.5194/nhess-23-45-2023, 2023
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This study maps agriculture's vulnerability to drought in the European pre-Alpine regions of Thurgau (CH) and Podravska (SI). We combine region-specific knowledge with quantitative data mapping; experts of the study regions, far apart, identified a few common but more region-specific factors that we integrated in two vulnerability scenarios. We highlight the benefits of the participatory approach in improving the quantitative results and closing the gap between science and practitioners.
Lorenzo Cugliari, Massimo Crescimbene, Federica La Longa, Andrea Cerase, Alessandro Amato, and Loredana Cerbara
Nat. Hazards Earth Syst. Sci., 22, 4119–4138, https://doi.org/10.5194/nhess-22-4119-2022, https://doi.org/10.5194/nhess-22-4119-2022, 2022
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The Tsunami Alert Centre of the National Institute of Geophysics and Volcanology (CAT-INGV) has been promoting the study of tsunami risk perception in Italy since 2018. A total of 7342 questionnaires were collected in three survey phases (2018, 2020, 2021). In this work we present the main results of the three survey phases, with a comparison among the eight surveyed regions and between the coastal regions and some coastal metropolitan cities involved in the survey.
Elco E. Koks, Kees C. H. van Ginkel, Margreet J. E. van Marle, and Anne Lemnitzer
Nat. Hazards Earth Syst. Sci., 22, 3831–3838, https://doi.org/10.5194/nhess-22-3831-2022, https://doi.org/10.5194/nhess-22-3831-2022, 2022
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This study provides an overview of the impacts to critical infrastructure and how recovery has progressed after the July 2021 flood event in Germany, Belgium and the Netherlands. The results show that Germany and Belgium were particularly affected, with many infrastructure assets severely damaged or completely destroyed. This study helps to better understand how infrastructure can be affected by flooding and can be used for validation purposes for future studies.
Qinke Sun, Jiayi Fang, Xuewei Dang, Kepeng Xu, Yongqiang Fang, Xia Li, and Min Liu
Nat. Hazards Earth Syst. Sci., 22, 3815–3829, https://doi.org/10.5194/nhess-22-3815-2022, https://doi.org/10.5194/nhess-22-3815-2022, 2022
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Flooding by extreme weather events and human activities can lead to catastrophic impacts in coastal areas. The research illustrates the importance of assessing the performance of different future urban development scenarios in response to climate change, and the simulation study of urban risks will prove to decision makers that incorporating disaster prevention measures into urban development plans will help reduce disaster losses and improve the ability of urban systems to respond to floods.
Andrea Taramelli, Margherita Righini, Emiliana Valentini, Lorenzo Alfieri, Ignacio Gatti, and Simone Gabellani
Nat. Hazards Earth Syst. Sci., 22, 3543–3569, https://doi.org/10.5194/nhess-22-3543-2022, https://doi.org/10.5194/nhess-22-3543-2022, 2022
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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.
Pauline Brémond, Anne-Laurence Agenais, Frédéric Grelot, and Claire Richert
Nat. Hazards Earth Syst. Sci., 22, 3385–3412, https://doi.org/10.5194/nhess-22-3385-2022, https://doi.org/10.5194/nhess-22-3385-2022, 2022
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It is impossible to protect all issues against flood risk. To prioritise protection, economic analyses are conducted. The French Ministry of the Environment wanted to make available damage functions that we have developed for several sectors. For this, we propose a methodological framework and apply it to the model we have developed to assess damage to agriculture. This improves the description, validation, transferability and updatability of models based on expert knowledge.
Wenwu Gong, Jie Jiang, and Lili Yang
Nat. Hazards Earth Syst. Sci., 22, 3271–3283, https://doi.org/10.5194/nhess-22-3271-2022, https://doi.org/10.5194/nhess-22-3271-2022, 2022
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We propose a model named variable fuzzy set and information diffusion (VFS–IEM–IDM) to assess the dynamic risk of compound hazards, which takes into account the interrelations between the hazard drivers, deals with the problem of data sparsity, and considers the temporal dynamics of the occurrences of the compound hazards. To examine the efficacy of the proposed VFS–IEM–IDM model, a case study of typhoon–rainstorm risks in Shenzhen, China, is presented.
Sanish Bhochhibhoya and Roisha Maharjan
Nat. Hazards Earth Syst. Sci., 22, 3211–3230, https://doi.org/10.5194/nhess-22-3211-2022, https://doi.org/10.5194/nhess-22-3211-2022, 2022
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This is a comprehensive approach to risk assessment that considers the dynamic relationship between loss and damage. The study combines physical risk with social science to mitigate the disaster caused by earthquakes in Nepal, taking socioeconomical parameters into account such that the risk estimates can be monitored over time. The main objective is to recognize the cause of and solutions to seismic hazard, building the interrelationship between individual, natural, and built-in environments.
Lennart Marien, Mahyar Valizadeh, Wolfgang zu Castell, Christine Nam, Diana Rechid, Alexandra Schneider, Christine Meisinger, Jakob Linseisen, Kathrin Wolf, and Laurens M. Bouwer
Nat. Hazards Earth Syst. Sci., 22, 3015–3039, https://doi.org/10.5194/nhess-22-3015-2022, https://doi.org/10.5194/nhess-22-3015-2022, 2022
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Myocardial infarctions (MIs; heart attacks) are influenced by temperature extremes, air pollution, lack of green spaces and ageing population. Here, we apply machine learning (ML) models in order to estimate the influence of various environmental and demographic risk factors. The resulting ML models can accurately reproduce observed annual variability in MI and inter-annual trends. The models allow quantification of the importance of individual factors and can be used to project future risk.
Annette Sophie Bösmeier, Iso Himmelsbach, and Stefan Seeger
Nat. Hazards Earth Syst. Sci., 22, 2963–2979, https://doi.org/10.5194/nhess-22-2963-2022, https://doi.org/10.5194/nhess-22-2963-2022, 2022
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Encouraging a systematic use of flood marks for more comprehensive flood risk management, we collected a large number of marks along the Kinzig, southwestern Germany, and tested them for plausibility and temporal continuance. Despite uncertainty, the marks appeared to be an overall consistent and practical source that may also increase flood risk awareness. A wide agreement between the current flood hazard maps and the collected flood marks moreover indicated a robust local hazard assessment.
Yuting Zhang, Kai Liu, Xiaoyong Ni, Ming Wang, Jianchun Zheng, Mengting Liu, and Dapeng Yu
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2022-218, https://doi.org/10.5194/nhess-2022-218, 2022
Revised manuscript accepted for NHESS
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This article is aimed at developing a method to quantify the influence of inclement weather on the accessibility of the emergency medical services and identifying the vulnerable areas that could not get timely emergency medical services under inclement weather. And we found that inclement weather could reduce the accessibility of emergency medical services by up to 40 %. Besides, towns with lower baseline EMS accessibility is more vulnerable to inclement weather.
Mark Schuerch, Hannah L. Mossman, Harriet E. Moore, Elizabeth Christie, and Joshua Kiesel
Nat. Hazards Earth Syst. Sci., 22, 2879–2890, https://doi.org/10.5194/nhess-22-2879-2022, https://doi.org/10.5194/nhess-22-2879-2022, 2022
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Coastal nature-based solutions to adapt to sea-level rise, such as managed realignments (MRs), are becoming increasingly popular amongst scientists and coastal managers. However, local communities often oppose these projects, partly because scientific evidence for their efficiency is limited. Here, we propose a framework to work with stakeholders and communities to define success variables of MR projects and co-produce novel knowledge on the projects’ efficiency to mitigate coastal flood risks.
Robert Šakić Trogrlić, Amy Donovan, and Bruce D. Malamud
Nat. Hazards Earth Syst. Sci., 22, 2771–2790, https://doi.org/10.5194/nhess-22-2771-2022, https://doi.org/10.5194/nhess-22-2771-2022, 2022
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Here we present survey responses of 350 natural hazard community members to key challenges in natural hazards research and step changes to achieve the Sustainable Development Goals. Challenges identified range from technical (e.g. model development, early warning) to governance (e.g. co-production with community members). Step changes needed are equally broad; however, the majority of answers showed a need for wider stakeholder engagement, increased risk management and interdisciplinary work.
Masahiko Haraguchi, Nicole Davi, Mukund Palat Rao, Caroline Leland, Masataka Watanabe, and Upmanu Lall
Nat. Hazards Earth Syst. Sci., 22, 2751–2770, https://doi.org/10.5194/nhess-22-2751-2022, https://doi.org/10.5194/nhess-22-2751-2022, 2022
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Mass livestock mortality during severe winters (dzud in Mongolian) is a compound event. Summer droughts are a precondition for dzud. We estimate the return levels of relevant variables: summer drought conditions and minimum winter temperature. The result shows that the return levels of drought conditions vary over time. Winter severity, however, is constant. We link climatic factors to socioeconomic impacts and draw attention to the need for index insurance.
Samuel Rufat, Mariana Madruga de Brito, Alexander Fekete, Emeline Comby, Peter J. Robinson, Iuliana Armaş, W. J. Wouter Botzen, and Christian Kuhlicke
Nat. Hazards Earth Syst. Sci., 22, 2655–2672, https://doi.org/10.5194/nhess-22-2655-2022, https://doi.org/10.5194/nhess-22-2655-2022, 2022
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It remains unclear why people fail to act adaptively to reduce future losses, even when there is ever-richer information available. To improve the ability of researchers to build cumulative knowledge, we conducted an international survey – the Risk Perception and Behaviour Survey of Surveyors (Risk-SoS). We find that most studies are exploratory and often overlook theoretical efforts that would enable the accumulation of evidence. We offer several recommendations for future studies.
Faith Ka Shun Chan, Liang Emlyn Yang, Gordon Mitchell, Nigel Wright, Mingfu Guan, Xiaohui Lu, Zilin Wang, Burrell Montz, and Olalekan Adekola
Nat. Hazards Earth Syst. Sci., 22, 2567–2588, https://doi.org/10.5194/nhess-22-2567-2022, https://doi.org/10.5194/nhess-22-2567-2022, 2022
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Sustainable flood risk management (SFRM) has become popular since the 1980s. This study examines the past and present flood management experiences in four developed countries (UK, the Netherlands, USA, and Japan) that have frequently suffered floods. We analysed ways towards SFRM among Asian coastal cities, which are still reliant on a hard-engineering approach that is insufficient to reduce future flood risk. We recommend stakeholders adopt mixed options to undertake SFRM practices.
Cited articles
ABHL: Hydraulic Basin Agency of Loukkos, Typology and inventory of sites at
flloding risk ABHL, 2, available at: http://www.abhloukkos.ma/abhl/index.php/fr/ (last access: March 2021), 2016.
Adger, W. N., Hughes, T. P., Folke, C., Carpenter, S. R., and Rockström, J.: Social-Ecological Resilience to Coastal Disasters, Science, 309, 1036–1039, https://doi.org/10.1126/science.1112122, 2005.
Ahern, J.: From fail-safe to safe-to-fail: Sustainability and resilience in
the new urban world, Landsc. Urban Plan., 100, 341–343,
https://doi.org/10.1016/j.landurbplan.2011.02.021, 2011.
Andersson, E,: Urban landscapes and sustainable cities, Ecol. Soc., 11, 34, available at: http://www.ecologyandsociety.org/vol11/iss1/art34/ (last access: 22 March 2021), 2006.
Anfuso, G., Martinez, J. A., and Nachite, D.: Coastal vulnerability in the
Mediterranean sector between Fnideq and M'diq (North of Morocco). Co Ren de
l'Aca bulgare des Sci, Géophy. Géomo., 63, 561–570, 2010.
Angeon, V. and Bates, S.: reviewing composite vulnerability and resilience
indexes: A sustainable approach and application, World Dev., 72, 140–162, https://doi.org/10.1016/j.worlddev.2015.02.011, 2015.
Asadzadeh, A., Kötter, T., Salehi, P., and Birkmann, J.: Operationalizing a concept: The systematic review of composite indicator building for measuring community disaster resilience, Int. J. Dis. Risk Reduct., 25, 147–162, https://doi.org/10.1016/j.ijdrr.2017.09.015, 2017.
Bahir, M., Ouhamdouch, S., Ouazar, D., and El Moçayd, N.: Climate change
effect on groundwater characteristics within semi-arid zones from western
Morocco, Groundwater Sustain. Dev., 11, 100380, https://doi.org/10.1016/j.gsd.2020.100380, 2020.
Barthel, P. A. and Planel, S.: Tanger-Med and Casa-Marina, prestige projects in Morocco: new capitalist frameworks and local context, Built Environ., 36, 176–191, https://doi.org/10.2148/benv.36.2.176, 2010.
Bates, B. C., Kundzewicz, Z. W., Wu, S., and Palutikof, J. P. (Eds.): Climate Change and Water, Technical Paper of the Intergovernmental Panel on Climate Change, IPCC Secretariat, Geneva, 210 pp., ISBN 978-92-9169-123-4, 2008.
Batica, J.: Methodology for flood resilience assessment in urban environments
and mitigation strategy development, Diss. Université Nice Sophia
Antipolis, 2015.
Bertilsson, L., Wiklund, K., de Moura Tebaldi, I., Rezende, O. M., Veról, A. P., and Miguez, M. G.: Urban flood resilience – A multi-criteria index to integrate flood resilience into urban planning, J. Hydrol., 573, 970–982, https://doi.org/10.1016/j.jhydrol.2018.06.052, 2019.
Born, K., Fink, A. H., and Paeth, H.: Dry and wet periods in the northwestern Maghreb for present day and future climate conditions, Meteorol. Z., 17, 533–551, https://doi.org/10.1127/0941-2948/2008/0313, 2008.
Cai, H., Lam, N. S., Qiang, Y., Zou, L., Correll, R. M., and Mihunov, V.: A
synthesis of disaster resilience measurement methods and indices, Int. J. Disast. Risk Reduct., 31, 844–855, https://doi.org/10.1016/j.ijdrr.2018.07.015, 2018.
Cardoso, M. A., Brito, R. S., Pereira, C., Gonzalez, A.. Stevens, J., and Telhado, M. J.: RAF Resilience Assessment Framework – A Tool to Support Cities' Action Planning, Sustainability, 12, 2349, https://doi.org/10.3390/su12062349, 2020.
Cariolet, J. M., Vuillet, M., and Diab, Y.: Mapping urban resilience to disasters – A review, Sustain. Cities Soc., 51, 101746, https://doi.org/10.1016/j.scs.2019.101746, 2019.
Carpenter, S., Walker, B., Anderies, J. M., and Abel, N.: From metaphor to
measurement: resilience of what to what?, Ecosystems, 4, 765–781,
https://doi.org/10.1007/s10021-001-0045-9, 2001.
Chang, P. G. and Jeon, B. H.: The usage of traditional roof frame and fire prevention design in the Deajojeon Complex reconstruction in Changdeokgung during the period from 1917 to 1921, J. Architect. Inst. Korea Plan. Design, 30, 153–164, 2014.
Chen, K. F. and Leandro, J.: A conceptual time-varying flood resilience index for urban areas: Munich city, Water, 11, 830, https://doi.org/10.3390/w11040830, 2019.
Chen, N. and Graham, P.: Climate change as a survival strategy: soft infrastructure for urban resilience and adaptive capacity in Australia's
coastal zones, in: Resilient Cities, Springer, Dordrecht, 379–388,
https://doi.org/10.1007/978-94-007-0785-6_38, 2011.
Chitsaz, N. and Banihabib, M. E.: Comparison of different multi criteria
decision-making models in prioritizing flood management alternatives, Water
Resour. Manage., 29, 2503–2525, https://doi.org/10.1007/s11269-015-0954-6, 2015.
Cohen, R., Erez, K., Ben-Avraham, D., and Havlin, S.: Resilience of the
internet to random breakdowns, Phys. Rev. Lett., 85, 4626, https://doi.org/10.1103/PhysRevLett.85.4626, 2000.
Colding, J. and Barthel, S.: The potential of `Urban Green Commons' in the
resilience building of cities, Ecolog. Econ., 86, 156–166,
https://doi.org/10.1016/j.ecolecon.2012.10.016, 2013.
Conway, G.: The science of climate change in Africa: impacts and adaptation, Grantham Institute for Climate Change Discussion Paper 1, available at:
http://www.ask-force.org/web/Global-Warming/Convay-Science-Climate-Change-Africa-2008.pdf
(last access: March 2021), 2009.
CRED – Centre for Research on the Epidemiology of Disasters: News letter, Crunch 56 – Disasters in Africa: 20 Year Review (2000–2019), available at: https://www.emdat.be/publications (last access: 22 March 2021), 2019.
Cretney, R.: Resilience for Whom? Emerging Critical Geographies of Socio-ecological Resilience, Geogr. Compass, 8/9, 627–640, https://doi.org/10.1111/gec3.12154, 2014.
Cutter, S. L., Barnes, L., Berry, M., Burton, C., Evans, E., Tate, E., and Webb, J.: A place-based model for understanding community resilience to
natural disasters, Global Environ. Change, 18, 598–606,
https://doi.org/10.1016/j.gloenvcha.2008.07.013, 2008.
Cutter, S. L., Burton, C. G., and Emrich, C. T.: Disaster resilience indicators 517 for benchmarking baseline conditions, J. Homeland Secur. Emerg. Manage., 7, 51, https://doi.org/10.2202/1547-7355.1732, 2010.
Cutter, S. L., Ash, K. D., and Emrich, C. T.: The geographies of community
disaster resilience. Global Environ. Change, 29, 65–77,
https://doi.org/10.1016/j.gloenvcha.2014.08.005, 2014.
Disse, M., Johnson, T. G., Leandro, J., and Hartmann, T.: Exploring the relation between flood risk management and flood resilience, Water Secur., 9, 100059, https://doi.org/10.1016/j.wasec.2020.100059, 2020.
Doocy, S., Daniels, A., Packer, C., Dick, A., and Kirsch, T. D.: The human
impact of earthquakes: a historical review of events 1980–2009 and
systematic literature review, PLoS Currents, 5, ecurrents.dis.67bd14fe457f1db0b5433a8ee20fb833, 2013.
Driouech, F., Déqué, M., and Mokssit, A.: Numerical simulation of the probability distribution function of precipitation over Morocco, Clim. Dynam., 32, 1055–1063, https://doi.org/10.1007/s00382-008-0430-6, 2009.
Driouech, F., Déqué, M., and Sánchez-Gómez, E.: Weather regimes – Moroccan precipitation link in a regional climate change
simulation, Global Planet. Change, 72, 1–10, https://doi.org/10.1016/j.gloplacha.2010.03.004, 2010.
Ducruet, C., Mohamed-Chérif, F., and Cherfaoui, N.: Maghreb port cities in transition: the case of Tangier, Portus Plus, available at: http://www.reteonline.org (last access: 22 March 2021), 2011.
El Moçayd, N., Kang, S., and Eltahir, E. A. B.: Climate change impacts on the Water Highway project in Morocco, Hydrol. Earth Syst. Sci., 24, 1467–1483, https://doi.org/10.5194/hess-24-1467-2020, 2020.
Esty, D. C., Levy, M., Srebotnjak, T., and De Sherbinin, A.: Environmental
sustainability index: Benchmarking national environmental stewardship, Yale Center for Environmental Law & Policy, New Haven, 47–60, https://doi.org/10.1017/S1355770X05002275, 2005.
Fisher, M., Abate, T., Lunduka, R. W., Asnake, W., Alemayehu, Y., and Madulu, R. B.: Drought tolerant maize for farmer adaptation to drought in sub-Saharan Africa: Determinants of adoption in eastern and southern Africa, Climatic Change, 133, 283–299, https://doi.org/10.1007/s10584-015-1459-2, 2015.
Folke, C., Carpenter, S., Elmqvist, T., Gunderson, L., Holling, C. S., and
Walker, B.: Resilience and sustainable development: building adaptive capacity in a world of transformations, Ambio, 31, 437–440, https://doi.org/10.1579/0044-7447-31.5.437, 2002.
Freudenberg, M.: Indicateurs composites de performances des pays: Examen critique, Documents de travail de l'OCDE sur la science, la technologie et l'industrie, no. 2003/16, Éditions OCDE, Paris, https://doi.org/10.1787/405566708255, 2003.
Gaillard, J. C.: Vulnerability, capacity and resilience: perspectives for
climate and development policy, J. Int. Dev., 22, 218–232, https://doi.org/10.1002/jid.1675, 2010.
Giorgi, F. and Lionello, P.: Climate change projections for the Mediterranean region, Global Planet. Change, 63, 90–104, https://doi.org/10.1016/j.gloplacha.2007.09.005, 2008.
Godschalk, D. R.: Urban hazard mitigation: creating resilient cities, Nat.
Hazards Rev., 4, 136–143, https://doi.org/10.1061/(ASCE)1527-6988(2003)4:3(136), 2003.
Greco, S., Ishizaka, A., Tasiou, M., and Torrisi, G.: On the methodological
framework of composite indices: A review of the issues of weighting, aggregation, and robustness, Social Indicat. Res., 141, 61–94,
https://doi.org/10.1007/s11205-017-1832-9, 2019.
HCP – Haut-Commissariat Au Plan: Monographie de la préfecture de M'diq-Fnideq, Direction régionale de Tanger, Tétouan-al Hoceima,
Kingdoom of Morocco, 2018.
HCP – Haut-Commissariat Au Plan: https://www.hcp.ma/, last access: 22 March 2021.
Heinzlef, C., Becue, V., and Serre, D.: Operationalizing urban resilience to floods in embanked territories–Application in Avignon, Provence Alpes
Côte d'azur region, Safety Sci., 118, 181–193,
https://doi.org/10.1016/j.ssci.2019.05.003, 2019.
Hinkel, J.: “Indicators of vulnerability and adaptive capacity”: towards a
clarification of the science – policy interface, Global Environ. Change, 21, 198–208, https://doi.org/10.1016/j.gloenvcha.2010.08.002, 2011.
Hoffman, T. and Vogel, C.: Climate change impacts on African rangelands, Rangelands, 30, 12–17, https://doi.org/10.2111/1551-501X(2008)30[12:CCIOAR]2.0.CO;2, 2008.
Holling, C. S.: Resilience and stability of ecological systems, Annu. Rev.
Ecol. System., 4, 1–23, 1973.
Hung, H. C., Yang, C. Y., Chien, C. Y., and Liu, Y. C.: Building resilience:
Mainstreaming community participation into integrated assessment of resilience to climatic hazards in metropolitan land use management, Land Use
Policy, 50, 48–58, https://doi.org/10.1016/j.landusepol.2015.08.029, 2016.
IPCC: Summary for Policymakers, in: Climate Change 2007: Impacts, Adaptation
and Vulnerability, Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, edited by: Parry, M. L., Canziani, O. F., Palutikof, J. P., Van der Linden, P. J., and Hanson, E. E., Cambridge University Press, Cambridge, UK, 7–22, 2007.
Irajifar, L., Sipe, N., and Alizadeh, T.: The impact of urban form on disaster resiliency: a case study of Brisbane and Ipswich, Australia,
Int. J. Disast. Resil. Built Environ., 7, 3, https://doi.org/10.1108/IJDRBE-10-2014-0074, 2016.
Joerin, J., Shaw, R., Takeuchi, Y., and Krishnamurthy, R.: The adoption of a
climate disaster resilience index in Chennai, India, Disasters, 38, 540–561, https://doi.org/10.1111/disa.12058, 2014.
Kanai, M. and Kutz, W.: Entrepreneurialism In The Globalising City-Region Of Tangier, Morocco, Tijdschrift voor economische en sociale geografie, 102, 346–360, https://doi.org/10.1111/j.1467-9663.2010.00622.x, 2011.
Karanja Ng'ang'a, S., Bulte, E. H., Giller, K. E., McIntire, J. M., and Rufino, M. C.: Migration and self-protection against climate change: a case
study of Samburu County, Kenya, World Dev., 84, 55–68, https://doi.org/10.1016/j.worlddev.2016.04.002, 2016.
Karrouchi, M., Ouazzani, M., Touhami, M., Oujidi, M., and Chourak, M.: Mapping of flooding risk areas in the Tangier-Tetouan region: Case of Martil Watershed (Northern Morocco), Int. J. Innov. Appl. Stud., 14, 1019–1035, 2016.
Klein, R. J., Nicholls, R. J., and Thomalla, F.: Resilience to natural hazards: How useful is this concept?, Global Environ. Change Pt. B, 5, 35–45, https://doi.org/10.1016/j.hazards.2004.02.001, 2003.
Kontokosta, C. E. and Malik, A.: The Resilience to Emergencies and Disasters Index: Applying big data to benchmark and validate neighborhood resilience capacity, Sustain. Cities Soc., 36, 272–285, https://doi.org/10.1016/j.scs.2017.10.025, 2018.
Kotzee, I. and Reyers, B.: Piloting a social-ecological index for measuring
flood resilience: A composite index approach, Ecol. Indicat., 60, 45–53, https://doi.org/10.1016/j.ecolind.2015.06.018, 2016.
Kundzewicz, Z. W., Kanae, S., Seneviratne, S. I., Handmer, J., Nicholls, N.,
Peduzzi, P., Mechler, R., Bouweri, L. M., Arnell, N., Mach, K., Muir-Wood, R., Brakenridge, G. R., Kron, W., Benito, G., Honda, Y., Takahashi, K., and Sherstyukov, B.: Flood risk and climate change: global and regional perspectives, Hydrolog. Sci. J., 59, 1–28, https://doi.org/10.1080/02626667.2013.857411, 2014.
Leal Filho, W., Balogun, A. L., Ayal, D. Y., Bethurem, E. M., Murambadoro, M., Mambo, J., Taddese, H., Tefera, G. W., Nagy, G. J., Fudjumdjum, H., and Mugabe, P.: Strengthening climate change adaptation capacity in Africa-case studies from six major African cities and policy implications, Environ. Sci. Policy, 86, 29–37, https://doi.org/10.1016/j.envsci.2018.05.004, 2018.
Leandro, J., Chen, K. F., Wood, R. R., and Ludwig, R.: A scalable flood-resilience-index for measuring climate change adaptation: Munich city, Water Res., 173, 115502, https://doi.org/10.1016/j.watres.2020.115502, 2020.
Lutz, W. and Samir, K. C.: Dimensions of global population projections: what do we know about future population trends and structures?, Philos. T. Roy. Soc. B, 365, 2779–2791, https://doi.org/10.1098/rstb.2010.0133, 2010.
Marana, P., Eden, C., Eriksson, H., Grimes, C., Hernantes, J., Howick, S., Labaka, L., Latinos, V., Lindner, R., Majchrzak, T., Pyrko, I., Radianti, J., Rankin, A., Sakurai, M., Sarriegi, J. M., and Serrano, N.: Towards a resilience management guideline – Cities as a starting point for societal resilience, Sustain. Cities Soc., 48, 101531, https://doi.org/10.1016/j.scs.2019.101531, 2019.
Mayunga, J. S.: Understanding and applying the concept of community disaster 603 resilience: a capital-based approach, Summer academy for social
vulnerability and resilience building, available at:
https://www.u-cursos.cl/usuario/3b514b53bcb4025aaf9a6781047e4a66/mi_blog/r/11._Joseph_S._Maynga.pdf (last access: 22 March 2021), 2007.
Meerow, S., Newell, J. P., and Stults, M.: Defining urban resilience: A review, Landsc. Urban Plan., 147, 38–49, https://doi.org/10.1016/j.landurbplan.2015.11.011, 2016.
Miguez, M. G. and Veról, A. P.: A catchment scale Integrated Flood Resilience Index to support decision making in urban flood control design, Environ. Plan. B, 44, 925–946, https://doi.org/10.1177/0265813516655799, 2016.
Moghadas, M., Asadzadeh, A., Vafeidis, A., Fekete, A., and Kötter, T.: A
multi-criteria approach for assessing urban flood resilience in Tehran, Iran, Int. J. Disast. Risk Reduct., 35, 101069, https://doi.org/10.1016/j.ijdrr.2019.101069, 2019.
Mugume, S. N., Gomez, D. E., Fu, G., Farmani, R., and Butler, D.: A global
analysis approach for investigating structural resilience in urban drainage,
Water Res., 81, 16, https://doi.org/10.1016/j.watres.2015.05.030, 2015.
Nachite, D.: Le developpement touristique du littoral de la region Tanger-Tetouan: une evolution vers des scenarios non desirables?, in:
Geología y Geoturismo en la Orilla Sur Del Estrecho De Gibraltar, edited by: Domínguez Bella, S. and Maate, A., MCN – UCA, Cadiz, 59–78, ISBN 978-84-9828-224-5, 2009.
Nejjari, A.: Vulnérabilité environnementale et planification urbaine, états des lieux: cas du littoral M'diq-F, Revue AFN, Maroc, 12–14, 2014.
Nelson, D. R., Adger, W. N., and Brown, K.: Adaptation to environmental change: contributions of a resilience framework, Annu. Rev. Environ. Resour., 32, 395–419, https://doi.org/10.1146/annurev.energy.32.051807.090348, 2007.
Neumann, B., Vafeidis, A. T., Zimmermann, J., and Nicholls, R. J.: Future
coastal population growth and exposure to sea-level rise and coastal flooding – a global assessment, PloS One, 10, e0118571, https://doi.org/10.1371/journal.pone.0118571, 2015.
Niazi, S.: Evaluation des impacts des changements climatiques et de l'élévation du niveau de la mer sur le littoral de Tétouan
(Méditerranée occidentale du Maroc): Vulnérabilité et
adaptation, PhD thesis, Mohamed V, Rabat, Maroc, available at:
http://thesesenafrique.imist.ma/bitstream/handle/123456789/189/THESE_NIAZI.pdf?sequence=1 (last access: 22 March 2021), 2007.
OCDE – Organisation de coopération et de développement
économiques: Rapport sur la
gestion-des-risques-maroc-principaux-résultats, available at: https://www.oecd.org/fr/gov/risques/gestion-des-risques-maroc-principaux-resultats.pdf (last access: 22 March 2021), 2016.
OECD: Handbook on Constructing Composite Indicators, Methodology and user guide, Paris CEDEX, France, p. 31, ISBN 978-92-64-04345-9, 2008.
Ouhamdouch, S. and Bahir, M.: Climate change impact on future rainfall and
temperature in semi-arid areas (Essaouira Basin, Morocco), Environ. Process., 4, 975–990, https://doi.org/10.1007/s40710-017-0265-4, 2017.
Ouma, Y. and Tateishi, R.: Urban flood vulnerability and risk mapping using integrated multi-parametric AHP and GIS: methodological overview and case study assessment, Water, 6, 1515–1545, https://doi.org/10.3390/w6061515, 2014.
Paeth, H., Hall, N. M., Gaertner, M. A., Alonso, M. D., Moumouni, S., Polcher, J., Ruti, P. M., Fink, A. H., Gosset, M., Lebel, T., Gaye, A. T., Rowell, D. P., Moufouma-Okia, W., Jacob, D., Rockel, B., Giorgi, F., and
Rummukainen, M.: Progress in regional downscaling of West African precipitation, Atmos. Sci. Lett., 12, 75–82, https://doi.org/10.1002/asl.306, 2011.
Pagano, A., Pluchinotta, I., Giordano, R., and Vurro, M.: Drinking water supply in resilient cities: Notes from L'Aquila earthquake case study, Sustain. Cities Soc., 28, 435–449, https://doi.org/10.1016/j.scs.2016.09.005, 2017.
Pallard, B., Castellarin, A., and Montanari, A.: A look at the links between
drainage density and flood statistics, Hydrol. Earth Syst. Sci., 13, 1019–1029, https://doi.org/10.5194/hess-13-1019-2009, 2009.
Papadopoulos, T., Gunasekaran, A., Dubey, R., Altay, N., Childe, S. J., and Fosso-Wamba, S.: The role of Big Data in explaining disaster resilience in supply chains for sustainability, J. Clean. Product., 142, 1108–1118, https://doi.org/10.1016/j.jclepro.2016.03.059, 2017.
Patel, S. S., Rogers, M. B., Amlôt, R., and Rubin, G. J.: What do we
mean by “community resilience”? A systematic literature review of how it
is defined in the literature, PLoS Currents, 9, 29188132, 2017.
Paton, D., McClure, J., and Burgelt, P.: Natural Hazard Resilience: The Role of Individual and Household Preparedness, in: Disaster Resilience: An Integrated Approach, edited by: Thomas, C. C., Paton, D., and Johnston, D., Charles C. Thomas, Springfield, Ill., USA, 105–127, ISBN 0-398-07663-4, 2006.
Pelling, M.: The vulnerability of cities: natural disasters and social resilience, Earthscan, UK, USA, ISBN 1853838306, 2003.
Pendall, R., Foster, K. A., and Cowell, M.: Resilience and Regions: Building Understanding ofthe Metaphor, available at: https://escholarship.org/uc/item/4jm157sh (last access: 22 March 2021), 2007.
Perelli, C.: Case Study Morocco: Mediterranean Morocco, a Vulnerable Development Called into Question, in: Global Climate Change and
Coastal Tourism. Recognizing Problems, Managing Solutions and Future
Expectations, CABI International, Italy, ISBN 9781780648453 (ePDF), https://doi.org/10.1079/9781780648439.0000, 2018.
Pike, A., Dawley, S., and Tomaney, J.,: Resilience, adaptation and
adaptability, Cambridge J. Reg. Econ. Soc., 3, 59–70, https://doi.org/10.1093/cjres/rsq001, 2010.
Plate, E. J.: Flood risk and flood management, J. Hydrol., 267, 2–11, https://doi.org/10.1016/S0022-1694(02)00135-X, 2002.
Price, R. A.: Climate change and stability in North Africa, K4D Helpdesk
Report 242, Institute of Development Studies, Brighton, UK, available at:
https://assets.publishing.service.gov.uk/media/5a7052bded915d266017b8aa/242_Climate_change_and_stability_in_Northern_Africa.pdf (last access: 22 March 2021), 2017.
Qasim, S., Qasim, M., Shrestha, R. P., Khan, A. N., Tun, K., and Ashraf, M.: Community resilience to flood hazards in Khyber Pukhthunkhwa province of
Pakistan, Int. J. Disast. Risk Reduct., 18, 100106, https://doi.org/10.1016/j.ijdrr.2016.03.009, 2016.
Redman, C. L.: Resilience theory in archaeology, Am. Anthropol., 107, 70–77, https://doi.org/10.1525/aa.2005.107.1.070, 2005.
Reghezza-Zitt, M., Lhomme, S., and Provitolo, D.: Defining Resilience: When the Concept Resists, in: Resilience Imperative, Elsevier, 1–27, https://doi.org/10.1016/B978-1-78548-051-5.50001-2, 2015.
Reisi, M., Aye, L., Rajabifard, A., and Ngo, T.: Transport sustainability
index: Melbourne case study, Ecol. Indicat., 43, 288–296,
https://doi.org/10.1016/j.ecolind.2014.03.004, 2014.
RGPH – Recenssement Géneral de la Population et de l'Habitat: Population Légale Des Régions, Provinces Et Préfectures Du Royaume, Par Milieu, D'après Les Résultats Du RGPH 2014 (12 Régions), avaailable at:
https://rgph2014.hcp.ma/downloads/Publications-RGPH-2014_t18649.html (last access: 22 March 2021), 2014.
Roy, P. T., El Moçayd, N., Ricci, S., Jouhaud, J.-C., Goutal, N., De Lozzo, M., and Rochoux, M. C.: Comparison of polynomial chaos and Gaussian process surrogates for uncertainty quantification and correlation estimation of spatially distributed open-channel steady flows, Stoch. Environ. Res. Risk A., 32, 1723–1741, https://doi.org/10.1007/s00477-017-1470-4, 2018.
Rus, K., Kilar, V., and Koren, D.: Resilience assessment of complex urban
systems to natural disasters: a new literature review, Int. J. Disast. Risk Reduct., 31, 311–330, https://doi.org/10.1016/j.ijdrr.2018.05.015, 2018.
Saisana, M., Saltelli, A., and Tarantola, S.: Uncertainty and sensitivity
analysis techniques as tools for the quality assessment of composite indicators, J. Roy. Statist. Soc. Ser. A, 168, 307–323, https://doi.org/10.1111/j.1467-985X.2005.00350.x, 2005.
Sanabria-Fernandez, J. A., Lazzari, N., and Becerro, M. A.: Quantifying patterns of resilience: What matters is the intensity, not the relevance, of
contributing factors, Ecol. Indicat., 107, 105565, https://doi.org/10.1016/j.ecolind.2019.105565, 2019.
Satta, A., Snoussi, M., Puddu, M., Flayou, L., and Hout, R.: An index-based
method to assess risks of climate-related hazards in coastal zones: The case
of Tetouan, Estuar. Coast. Shelf Sci., 175, 93–105, https://doi.org/10.1016/j.ecss.2016.03.021, 2016.
Serre, D., Barroca, B., Balsells, M., and Becue, V.: Contributing to urban
resilience to floods with neighbourhood design: the case of Am Sandtorkai/Dalmannkai in Hamburg, J. Flood Risk Manage., 11, S69–S83, https://doi.org/10.1111/jfr3.12253, 2018.
Sharifi, A. and Yamagata, Y.: On the suitability of assessment tools for
guiding communities towards disaster resilience, Int. Disast. Risk Reduct., 18, 115–124, https://doi.org/10.1016/j.ijdrr.2016.06.006, 2016.
Sherrieb, K., Norris, F. H., and Galea, S.: Measuring capacities for community resilience, Social Indicat. Res., 99, 227–247, https://doi.org/10.1007/s11205-010-9576-9, 2010.
Snoussi, M., Ouchani, T., and Niazi, S.: Vulnerability Assessment of the Impact of Sea-level Rise and Flooding on the Moroccan Coast: the Case of the Mediterranean Eastern Zone, Estuar. Coast. Shelf Sci., 77, 206–213, https://doi.org/10.1016/j.ecss.2007.09.024, 2008.
Snoussi, M., Ouchani, T., Khouakhi, A., and Niang-Diop, I.: Impacts of sea-level rise on the Moroccan coastal zone: quantifying coastal erosion and
flooding in the Tangier Bay, Geomorphology, 107, 32–40, https://doi.org/10.1016/j.geomorph.2006.07.043, 2009.
Snoussi, M., Niazi, S., Khouakhi, A., and Raji, O.: Climate change and sea-level rise: A GIS-Based vulnerability and impact assessment, the case of the moroccan coast, in: Geomatic Solutions for Coastal Environments Book,
Nova Publishers, ISBN 978-1-61668-140-1, 2011.
Speth, P., Christoph, M., and Diekkrüger, B.: Impacts of global change on the hydrological cycle in West and Northwest Africa, Springer-Verlag, Berlin, Heidelberg, https://doi.org/10.1007/978-3-642-12957-5, 2010.
Suárez, M., Gómez-Baggethun, E., Benayas, J., and Tilbury, D.: Towards an urban resilience Index: a case study in 50 Spanish cities,
Sustainability, 8, 774, https://doi.org/10.3390/su8080774, 2016.
Taouri, O., El Ghammat, A., Hilal, I., Stitou, J., Hassani Zerrouk, M., and
Drraz, C.: Flood management: Case of the city of M'diq and Fnideq, J. Water Sci. Environ. Technol., 2, 259–264, 2017.
Tempelhoff, J., Hoag, H., Ertsen, M., Arnold, E., Bender, M., Berry, K., Fort, C., Pietz, D., Musemwa, M., Nakawo, M., Ur, J., van Dam, P., Melosi, M., Winiwarter, V., and Wilkinson, T.: Where has the water come from?, in: Water History, Springer, 1–8, https://doi.org/10.1007/s12685-009-0003-6, 2009.
Terink, W., Immerzeel, W. W., and Droogers, P.: Climate change projections of precipitation and reference evapotranspiration for the Middle East and Northern Africa until 2050, Int. J. Climatol., 33, 3055–3072, https://doi.org/10.1002/joc.3650, 2013.
Thornes, J. B.: Land degradation, in: The physical geography of the Mediterranean, edited by: Woodward, J. C., Oxford University Press, Oxford, 563–581, 2009.
Tuel, A. and Eltahir, E. A. B.: Why Is the Mediterranean a Climate Change
Hot Spot?, J. Climate, 33, 5829–5843, https://doi.org/10.1175/JCLI-D-19-0910.1, 2020.
UNDRR – United Nations Office for Disaster Risk Reduction: Global Assessment Report on Disaster Risk Reduction, UNDRR, Geneva, Switzerland, 2019.
UN-Habitat: Cities at risk from rising sea levels, in: UN-Habitat, State
of the World's Cities 2008/2009, Earthscan, London, 140–155, 2008.
UN-Habitat: Habitat III, U. N.: Issue papers 22 – informal settlements, in:
United Nations Conference on Housing and Sustainable Urban Development, New York, 2015.
UNISDR: Sendai Framework for Disaster Risk Reduction, available at:
https://www.unisdr.org/we/coordinate/sendai-framework/ 2015, last access: 28 January 2016.
Vicuña, S., Dracup, J. A., and Dale, L.: Climate change impacts on two
high-elevation hydropower systems in California, Climatic Change, 109, 151–169, https://doi.org/10.1007/s10584-011-0301-8, 2011.
Walker, B., Holling, C. S., Carpenter, S. R., and Kinzig, A.: Resilience,
adaptability and transformability in social–ecological systems, Ecol. Soc., 9, 2, available at: https://www.jstor.org/stable/26267673 (last access: 22 March 2021), 2004.
Weichselgartner, J. and Kelman, I.: Challenges and opportunities for building urban resilience, A/Z ITU J. Facul. Architect., 11, 20–35, 2014.
Westphal, M. and Bonanno, G. A.,: Posttraumatic growth and resilience to trauma: Different sides of the same coin or different coins?, Appl. Psychol., 56, 417–427, https://doi.org/10.1111/j.1464-0597.2007.00298.x, 2007.
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