Articles | Volume 21, issue 5
https://doi.org/10.5194/nhess-21-1513-2021
https://doi.org/10.5194/nhess-21-1513-2021
Review article
 | 
17 May 2021
Review article |  | 17 May 2021

Review article: A systematic review and future prospects of flood vulnerability indices

Luana Lavagnoli Moreira, Mariana Madruga de Brito, and Masato Kobiyama

Related authors

From insufficient rainfall to livelihoods: understanding the cascade of drought impacts and policy implications
Louise Cavalcante, David W. Walker, Sarra Kchouk, Germano Ribeiro Neto, Taís Maria Nunes Carvalho, Mariana Madruga de Brito, Wieke Pot, Art Dewulf, and Pieter R. van Oel
Nat. Hazards Earth Syst. Sci., 25, 1993–2005, https://doi.org/10.5194/nhess-25-1993-2025,https://doi.org/10.5194/nhess-25-1993-2025, 2025
Short summary
Review article: Stocktaking of methods for assessing dynamic vulnerability in the context of flood hazard research
Julius Schlumberger, Tristian Stolte, Helena Margaret Garcia, Antonia Sebastian, Wiebke Jäger, Philip Ward, Marleen de Ruiter, Robert Šakić Trogrlić, Annegien Tijssen, and Mariana Madruga de Brito
EGUsphere, https://doi.org/10.5194/egusphere-2025-850,https://doi.org/10.5194/egusphere-2025-850, 2025
Short summary
GC Insights: Breaking the silos – leveraging NLP to encourage interdisciplinary interaction at the EGU
Jan Sodoge, Taís Maria Nunes Carvalho, and Mariana Madruga de Brito
EGUsphere, https://doi.org/10.5194/egusphere-2024-3430,https://doi.org/10.5194/egusphere-2024-3430, 2024
Short summary
The effect of wildfires on flood risk: a multi-hazard flood risk approach for the Ebro River basin, Spain
Samuel Jonson Sutanto, Matthijs Janssen, Mariana Madruga de Brito, and Maria del Pozo Garcia
Nat. Hazards Earth Syst. Sci., 24, 3703–3721, https://doi.org/10.5194/nhess-24-3703-2024,https://doi.org/10.5194/nhess-24-3703-2024, 2024
Short summary
The 2022 Drought Shows the Importance of Preparedness in European Drought Risk Management
Riccardo Biella, Anastasiya Shyrokaya, Ilias Pechlivanidis, Daniela Cid, Maria Carmen Llasat, Marthe Wens, Marleen Lam, Elin Stenfors, Samuel Sutanto, Elena Ridolfi, Serena Ceola, Pedro Alencar, Giuliano Di Baldassarre, Monica Ionita, Mariana Madruga de Brito, Scott J. McGrane, Benedetta Moccia, Viorica Nagavciuc, Fabio Russo, Svitlana Krakovska, Andrijana Todorovic, Faranak Tootoonchi, Patricia Trambauer, Raffaele Vignola, and Claudia Teutschbein
EGUsphere, https://doi.org/10.5194/egusphere-2024-2073,https://doi.org/10.5194/egusphere-2024-2073, 2024
Short summary

Related subject area

Risk Assessment, Mitigation and Adaptation Strategies, Socioeconomic and Management Aspects
From insufficient rainfall to livelihoods: understanding the cascade of drought impacts and policy implications
Louise Cavalcante, David W. Walker, Sarra Kchouk, Germano Ribeiro Neto, Taís Maria Nunes Carvalho, Mariana Madruga de Brito, Wieke Pot, Art Dewulf, and Pieter R. van Oel
Nat. Hazards Earth Syst. Sci., 25, 1993–2005, https://doi.org/10.5194/nhess-25-1993-2025,https://doi.org/10.5194/nhess-25-1993-2025, 2025
Short summary
Assessing future impacts of tropical cyclones on global banana production
Sophie Kaashoek, Žiga Malek, Nadia Bloemendaal, and Marleen C. de Ruiter
Nat. Hazards Earth Syst. Sci., 25, 1963–1974, https://doi.org/10.5194/nhess-25-1963-2025,https://doi.org/10.5194/nhess-25-1963-2025, 2025
Short summary
Review article: Applicability and effectiveness of structural measures for subsidence (risk) reduction in urban areas
Nicoletta Nappo and Mandy Korff
Nat. Hazards Earth Syst. Sci., 25, 1811–1839, https://doi.org/10.5194/nhess-25-1811-2025,https://doi.org/10.5194/nhess-25-1811-2025, 2025
Short summary
Unravelling the capacity–action gap in flood risk adaptation
Annika Schubert, Anne von Streit, and Matthias Garschagen
Nat. Hazards Earth Syst. Sci., 25, 1621–1653, https://doi.org/10.5194/nhess-25-1621-2025,https://doi.org/10.5194/nhess-25-1621-2025, 2025
Short summary
Mapping vulnerability to climate change for spatial planning in the region of Stuttgart
Joanna M. McMillan, Franziska Göttsche, Joern Birkmann, Rainer Kapp, Corinna Schmidt, Britta Weisser, and Ali Jamshed
Nat. Hazards Earth Syst. Sci., 25, 1573–1596, https://doi.org/10.5194/nhess-25-1573-2025,https://doi.org/10.5194/nhess-25-1573-2025, 2025
Short summary

Cited articles

Abbas, A., Amjath-Babu, T. S., Kächele, H., Usman, M., Amjed Iqbal, M., Arshad, M., Adnan Shahid, M., and Müller, K.: Sustainable survival under climatic extremes: linking flood risk mitigation and coping with flood damages in rural Pakistan, Environ. Sci. Pollut. R., 25, 32491–32505, https://doi.org/10.1007/s11356-018-3203-8, 2018. 
Abebe, Y., Kabir, G., and Tesfamariam, S.: Assessing urban areas vulnerability to pluvial flooding using GIS applications and Bayesian Belief Network model, J. Clean. Prod., 174, 1629–1641, https://doi.org/10.1016/j.jclepro.2017.11.066, 2018. 
Ahmad, D. and Afzal, M.: Household vulnerability and resilience in flood hazards from disaster-prone areas of Punjab, Pakistan, Nat. Hazards, 99, 337–354, https://doi.org/10.1007/s11069-019-03743-9, 2019. 
Amadio, M., Mysiak, J., and Marzi, S.: Mapping Socioeconomic Exposure for Flood Risk Assessment in Italy, Risk Anal., 39, 829–845, https://doi.org/10.1111/risa.13212, 2019. 
Anowar, F., Sadaoui, S., and Selim, B.: Conceptual and empirical comparison of dimensionality reduction algorithms (PCA, KPCA, LDA, MDS, SVD, LLE, ISOMAP, LE, ICA, t-SNE), Comput. Sci. Rev., 40, 100378, https://doi.org/10.1016/j.cosrev.2021.100378, 2021. 
Short summary
The review of flood vulnerability indices revealed that (1) temporal dynamic aspects were often disregarded, (2) coping and adaptive capacity indicators were frequently ignored, as obtaining these data demand time and effort, and (3) most studies neither applied sensitivity (90.5 %) or uncertainty analyses (96.8 %) nor validated the results (86.3 %). The study highlights the importance of addressing these gaps to produce scientifically rigorous and comparable research.
Share
Altmetrics
Final-revised paper
Preprint