Bridging science and practice on multi-hazard risk drivers: stakeholder insights from five pilot studies in Europe (original) (raw)

Albahri, A. S., Khaleel, Y. L., Habeeb, M. A., Ismael, R. D., Hameed, Q. A., Deveci, M., Homod, R. Z., Albahri, O. S., Alamoodi, A. H., and Alzubaidi, L.: A systematic review of trustworthy artificial intelligence applications in natural disasters, Computers and Electrical Engineering, 119, 109409, https://doi.org/10.1016/j.compeleceng.2024.109409, 2024.

Allen, C., Metternicht, G., Noble, I., Luken, D., Stafford-Smith, M., and Leitch, A.: Cross-scale, cross-level and multi-actor governance of transformations toward the Sustainable Development Goals: A review of common challenges and solutions, Sustainable Development, 31, 1250–1267, https://doi.org/10.1002/sd.2495, 2023.

ATLAS.ti Scientific Software Development GmbH: ATLAS.ti [software], https://atlasti.com (last access: 13 June 2025), 2023.

Bonner, C., Tuckerman, J., Kaufman, J., Costa, D., Durrheim, D. N., Trevena, L., Thomas, S., and Danchin, M.: Comparing inductive and deductive analysis techniques to understand health service implementation problems: a case study of childhood vaccination barriers, Implementation Science Communications, 2, 100, https://doi.org/10.1186/s43058-021-00202-0, 2021.

Casartelli, V., Salpina, D., Marengo, A., and Mohammadi, S.: Vaia 2018 – Plausible Vaia 2074 storm: Storylines for the Veneto pilot, Myriad-EU project, ArcGIS StoryMaps, https://doi.org/10.25424/cmcc-b5tt-1x90, 2025.

Ciurean, R. L.: Reflections on Stakeholder Engagement, Co-Production Methods, and Knowledge Co-Development in the MYRIAD-EU Project, EGU General Assembly 2025, Vienna, Austria, 27 Apr–2 May 2025, EGU25-21264, https://doi.org/10.5194/egusphere-egu25-21264, 2025.

Claassen, J. N., Ward, P. J., Daniell, J., Koks, E. E., Tiggeloven, T., and de Ruiter, M. C.: A new method to compile global multi-hazard event sets, Scientific Reports, 13, 13808, https://doi.org/10.1038/s41598-023-40400-5, 2023.

Clark, T., Foster, L., Sloan, L., and Bryman, A.: Bryman's Social Research Methods, 6th edn., Oxford University Press, Oxford, ISBN 9780192636614, 2021.

CRED: Disasters in Numbers, Centre for Research on the Epidemiology of Disasters (CRED), Brussels, https://cred.be/sites/default/files/2021_EMDAT_report.pdf (last access: 19 March 2025), 2021.

Cremen, G., Galasso, C., McCloskey, J., Barcena, A., Creed, M., Filippi, M. E., Gentile, R., Jenkins, L. T., Kalaycioglu, M., Mentese, E. Y., Muthusamy, M., Tarbali, K., and Šakić Trogrlić, R.: A state-of-the-art decision-support environment for risk-sensitive and pro-poor urban planning and design in Tomorrow's Cities, International Journal of Disaster Risk Reduction, 85, 103400, https://doi.org/10.1016/j.ijdrr.2022.103400, 2023.

Delforge, D., Wathelet, V., Below, R., Lanfredi Sofia, C., Tonnelier, M., Loenhout, J. A. F., and Speybroeck, N.: EM-DAT: The Emergency Events Database, International Journal of Disaster Risk Reduction, 98, 105509, https://doi.org/10.1016/j.ijdrr.2025.105509, 2025.

de Ruiter, M. C. and van Loon, A. F.: The challenges of dynamic vulnerability and how to assess it, iScience, 25, 104720, https://doi.org/10.1016/j.isci.2022.104720, 2022.

de Ruiter, M. C., Couasnon, A., van den Homberg, M. J. C., Daniell, J. E., Gill, J. C., and Ward, P. J.: Why we can no longer ignore consecutive disasters, Earth's Future, 8, e2019EF001425, https://doi.org/10.1029/2019EF001425, 2020.

Elkady, S., Mehryar, S., Hernantes, J., and Labaka, L.: Prioritizing stakeholder interactions in disaster management: A TOPSIS-based decision support tool for enhancing community resilience, Progress in Disaster Science, 22, 100320, https://doi.org/10.1016/j.pdisas.2024.100320, 2024.

Flick, U.: The SAGE Handbook of Qualitative Research Design, Sage Publications, London, https://doi.org/10.4135/9781529770278, 2022.

Forzieri, G., Bianchi, A., Batista e Silva, F., Marin Herrera, M. A., Leblois, A., Lavalle, C., Aerts, J. C. J. H., and Feyen, L.: Escalating impacts of climate extremes on critical infrastructures in Europe, Global Environmental Change, 48, 97–107, https://doi.org/10.1016/j.gloenvcha.2017.11.007, 2018.

Gallina, V., Torresan, S., Critto, A., Sperotto, A., Glade, T., and Marcomini, A.: A review of multi-risk methodologies for natural hazards: Consequences and challenges for a climate change impact assessment, Journal of Environmental Management, 168, 123–132, https://doi.org/10.1016/j.jenvman.2015.11.011, 2016.

Gill, J. C. and Malamud, B. D.: Reviewing and visualizing the interactions of natural hazards, Reviews of Geophysics, 52, 680–722, https://doi.org/10.1002/2013RG000445, 2014.

Gill, J. C. and Malamud, B. D.: Hazard interactions and interaction networks (cascades) within multi-hazard methodologies, Earth Syst. Dynam., 7, 659–679, https://doi.org/10.5194/esd-7-659-2016, 2016.

Gill, J. C., Malamud, B. D., Barillas, E. M., and Guerra Noriega, A.: Construction of regional multi-hazard interaction frameworks, with an application to Guatemala, Nat. Hazards Earth Syst. Sci., 20, 149–180, https://doi.org/10.5194/nhess-20-149-2020, 2020.

Guest, G., MacQueen, K. M., and Namey, E. E.: Applied Thematic Analysis, SAGE Publications, Thousand Oaks, https://doi.org/10.4135/9781483384436, 2012.

Guest, G., Namey, E., and McKenna, K.: How many focus groups are enough? Building an evidence base for nonprobability sample sizes, Field Methods, 29, 3–22, https://doi.org/10.1177/1525822X16639015, 2017.

Haer, T. and de Ruiter, M.: A multi-hazard perspective on equitable adaptation and how to assess it, PLOS Climate, 3, e0000521, https://doi.org/10.1371/journal.pclm.0000521, 2024.

Hermans, T. D. G., Šakić Trogrlić, R., van den Homberg, M. J. C., Bailon, H., Sarku, R., and Mosurska, A.: Exploring the integration of local and scientific knowledge in early warning systems for disaster risk reduction: a review, Natural Hazards, 114, 1125–1152, https://doi.org/10.1007/s11069-022-05468-8, 2022.

Hochrainer-Stigler, S., Šakić Trogrlić, R., Reiter, K., Ward, P. J., de Ruiter, M. C., Duncan, M. J., Torresan, S., Ciurean, R., Mysiak, J., Stuparu, D., and Gottardo, S.: Toward a framework for systemic multi-hazard and multi-risk assessment and management, iScience, 26, 106736, https://doi.org/10.1016/j.isci.2023.106736, 2023.

IPCC: Summary for Policymakers, in: Climate Change 2022: Impacts, Adaptation and Vulnerability, Contribution of Working Group II to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change, edited by: Pörtner, H.-O., Roberts, D. C., Tignor, M., Poloczanska, E. S., Mintenbeck, K., Alegría, A., Craig, M., Langsdorf, S., Löschke, S., Möller, V., Okem, A., and Rama, B., Cambridge University Press, Cambridge, UK and New York, NY, USA, 3–33, https://doi.org/10.1017/9781009325844.001, 2022.

Jäger, W. S., de Ruiter, M. C., Tiggeloven, T., and Ward, P. J.: What can we learn about multi-hazard impacts from global disaster records?, Nat. Hazards Earth Syst. Sci., 25, 2751–2769, https://doi.org/10.5194/nhess-25-2751-2025, 2025.

Jones, R. L., Kharb, A., and Tubeuf, S.: The untold story of missing data in disaster research: a systematic review of the empirical literature utilising the Emergency Events Database (EM-DAT), Environmental Research Letters, 18, 103006, https://doi.org/10.1088/1748-9326/acfd42, 2023.

Kappes, M. S., Keiler, M., von Elverfeldt, K., and Glade, T.: Challenges of analyzing multi-hazard risk: a review, Natural Hazards, 64, 1925–1958, https://doi.org/10.1007/s11069-012-0294-2, 2012.

Kelman, I.: Lost for words amongst disaster risk science vocabulary?, International Journal of Disaster Risk Science, 9, 281–291, https://doi.org/10.1007/s13753-018-0188-3, 2018.

Lee, R., White, C. J., Adnan, M. S. G., Douglas, J., Mahecha, M. D., O'Loughlin, F. E., Patelli, E., Otto, F. E. L., Quigley, M. C., Simpson, M., and Murray, V.: Reclassifying historical disasters: From single to multi-hazards, Science of the Total Environment, 912, 169120, https://doi.org/10.1016/j.scitotenv.2023.169120, 2024.

Liu, B., Siu, Y. L., and Mitchell, G.: Hazard interaction analysis for multi-hazard risk assessment: a systematic classification based on hazard-forming environment, Nat. Hazards Earth Syst. Sci., 16, 629–642, https://doi.org/10.5194/nhess-16-629-2016, 2016.

Miles, M. B., Huberman, A. M., and Saldaña, J.: Qualitative Data Analysis: A Methods Sourcebook, 3rd edn., SAGE Publications, Thousand Oaks, ISBN 978-1-4522-5787-7, 2014.

Nichersu, I., Dimitriu, D., Nichersu, I. I., Balaican, D., Bratfanof, E., Nichersu, A., and Livanov, O.: A roadmap for a sustainable environment of Danube Delta – a 3D initiative, Scientific Papers. Series E. Land Reclamation, Earth Observation & Surveying, Environmental Engineering, 11, 119–126, https://www.researchgate.net/publication/364387108_A_ROADMAP_FOR_A_SUSTAINABLE_ENVIRONMENT_OF_DANUBE_DELTA_-A_3D_INITIATIVE (last access: 13 June 2025), 2022.

Nowell, L. S., Norris, J. M., White, D. E., and Moules, N. J.: Thematic analysis: striving to meet the trustworthiness criteria, International Journal of Qualitative Methods, 16, 1609406917733847, https://doi.org/10.1177/1609406917733847, 2017.

Pal, L. A., Al-Hababi, R., and Cochrane, L.: Pathways for a sustainable future, in: Sustainable Qatar: Social, Political and Environmental Perspectives, edited by: Cochrane, L., and Al-Hababi, R., Springer, Singapore, 301–316, https://doi.org/10.1007/978-981-19-7398-7_19, 2023.

Papathoma-Köhle, M., Thaler, T., and Fuchs, S.: An institutional approach to vulnerability: evidence from natural hazard management in Europe, Environmental Research Letters, 16, 044056, https://doi.org/10.1088/1748-9326/abe88c, 2021.

Parviainen, J., Hochrainer-Stigler, S., Cumiskey, L., Bharwani, S., Schweizer, P.-J., Hofbauer, B., and Cubie, D.: The Risk-Tandem Framework: An iterative framework for combining risk governance and knowledge co-production toward integrated disaster risk management and climate change adaptation, International Journal of Disaster Risk Reduction, 116, 105070, https://doi.org/10.1016/j.ijdrr.2024.105070, 2025.

Poljanšek, K., Marín Ferrer, M., De Groeve, T., and Clark, I. (Eds.): Science for Disaster Risk Management 2017: Knowing Better and Losing Less, EUR 28034 EN, Publications Office of the European Union, Luxembourg, https://doi.org/10.2788/688605, 2017.

Qin, F., Huang, C., and Lin, Z.: Big data and artificial intelligence-driven natural disaster prediction and prevention: technological advances and prospects, Geographical Research Bulletin, 3, 381–398, https://doi.org/10.50908/grb.3.0_381, 2024.

Šakić Trogrlić, R., Reiter, K., Ciurean, R. L., Gottardo, S., Torresan, S., Daloz, A. S., Ma, L., Padrón Fumero, N., Tatman, S., Hochrainer-Stigler, S., de Ruiter, M. C., Schlumberger, J., Harris, R., Garcia-Gonzalez, S., García-Vaquero, M., Febles Arévalo, T. L., Hernandez-Martin, R., Mendoza-Jimenez, J., Ferrario, D. M., Geurts, D., Stuparu, D., Tiggeloven, T., Duncan, M. J., and Ward, P. J.: Challenges in assessing and managing multi-hazard risks: a European stakeholders perspective, Environmental Science & Policy, 157, 103774, https://doi.org/10.1016/j.envsci.2024.103774, 2024.

Santos, A. P., Rodriguez Lopez, J. M., Peng, Y., and Scheffran, J.: Integrating broad and deep multiple-stressor research: A framework for translating across scales and disciplines, Perspective, 7, 1713–1726, https://doi.org/10.1016/j.oneear.2024.09.006, 2024.

Schipper, E. L. F.: Maladaptation: when adaptation to climate change goes very wrong, One Earth, 3, 409–414, https://doi.org/10.1016/j.oneear.2020.09.014, 2020.

Senevirathne, M., Amaratunga, D., Haigh, R., and Clegg, G.: Enhancing systemic risk management to strengthen community resilience: key recommendations from state-of-the-art practices of past complex incidents, International Journal of Disaster Risk Reduction, 97, 105347, https://doi.org/10.1016/j.ijdrr.2024.105013, 2024.

Simpson, N. P., Mach, K. J., Constable, A., Hess, J., Hogarth, R., Howden, M., Lawrence, J., Lempert, R. J., Muccione, V., Mackey, B., New, M., O'Neill, B., Otto, F. E. L., Pörtner, H.-O., Reisinger, A., Roberts, D., Schmidt, D. N., Seneviratne, S. I., Strongin, S., van Aalst, M., Totin, E., and Trisos, C. H.: A framework for complex climate change risk assessment, Climate Risk Management, 4, 489–501, https://doi.org/10.1016/j.oneear.2021.03.005, 2021.

Stalhandske, Z., Steinmann, C. B., Meiler, S., Sauer, I. J., Vogt, T., Bresch, D. N., and Kropf, C. M.: Global multi-hazard risk assessment in a changing climate, Scientific Reports, 14, 5875, https://doi.org/10.1038/s41598-024-55775-2, 2024.

Staupe-Delgado, R.: Overcoming barriers to proactive response in slow-onset disasters, Contributing Paper to GAR 2019, United Nations Office for Disaster Risk Reduction (UNDRR), Geneva, https://www.preventionweb.net/publications/view/66508 (last access: 13 June 2025), 2019.

Thompson, H. E., Gill, J. C., Šakić Trogrlić, R., Taylor, F. E., and Malamud, B. D.: A methodology to compile multi-hazard interrelationships in a data-scarce setting: an application to the Kathmandu Valley, Nepal, Nat. Hazards Earth Syst. Sci., 25, 353–381, https://doi.org/10.5194/nhess-25-353-2025, 2025.

Tilloy, A., Malamud, B. D., Winter, H., and Joly-Laugel, A.: A review of quantification methodologies for multi-hazard interrelationships, Earth-Science Reviews, 196, 102881, https://doi.org/10.1016/j.earscirev.2019.102881, 2019.

UNDRR: Sendai Framework for Disaster Risk Reduction 2015–2030, United Nations Office for Disaster Risk Reduction (UNDRR), Geneva, https://www.undrr.org/publication/sendai-framework-disaster-risk-reduction-2015-2030 (last access: 13 June 2025), 2015.

UNDRR: Midterm Review of the Implementation of the Sendai Framework for Disaster Risk Reduction 2015–2030, United Nations Office for Disaster Risk Reduction (UNDRR), Geneva, https://www.undrr.org/publication/midterm-review-implementation-sendai-framework-disaster-risk-reduction-2015-2030 (last access: 13 June 2025), 2023.

van den Hurk, B. J. J. M., Pacchetti, M. B., Boere, E., Ciullo, A., Coulter, L., Dessai, S., Ercin, E., Goulart, H. M. D., Hamed, R., Hochrainer-Stigler, S., Koks, E., Kubiczek, P., Levermann, A., Mechler, R., Middelanis, R., Minderhoud, K., Mysiak, J., Nirandjan, S., and Witpas, K.: Climate impact storylines for assessing socio-economic responses to remote events, Climate Risk Management, 40, 100500, https://doi.org/10.1016/j.crm.2023.100500, 2023.

Vargas, J. and Paneque, P.: Challenges for the integration of water resource and drought-risk management in Spain, Sustainability, 11, 308, https://doi.org/10.3390/su11020308, 2019.

Verschuur, J., Fernández-Pérez, A., Mühlhofer, E., Nirandjan, S., Borgomeo, E., Becher, O., Voskaki, A., Oughton, E. J., Stankovski, A., Greco, S. F., Koks, E. E., Pant, R., and Hall, J. W.: Quantifying climate risks to infrastructure systems: a comparative review of developments across infrastructure sectors, PLOS Climate, 3, e0000331, https://doi.org/10.1371/journal.pclm.0000331, 2024.

Vollmer, M., Mulder, F., Knudsen, S., and Hollmann, V.: Fostering collaboration to close the risk perception–action gap: RiskPACC white paper and roadmap, RiskPACC project, https://www.riskpacc.eu/wp-content/uploads/2024/08/RiskPACC-WhitePaper_Final.pdf (last access: 12 April 2024), 2024.

Ward, P. J., Blauhut, V., Bloemendaal, N., Daniell, J. E., de Ruiter, M. C., Duncan, M. J., Emberson, R., Jenkins, S. F., Kirschbaum, D., Kunz, M., Mohr, S., Muis, S., Riddell, G. A., Schäfer, A., Stanley, T., Veldkamp, T. I. E., and Winsemius, H. C.: Review article: Natural hazard risk assessments at the global scale, Nat. Hazards Earth Syst. Sci., 20, 1069–1096, https://doi.org/10.5194/nhess-20-1069-2020, 2020.

Ward, P. J., Daniell, J., Duncan, M., Dunne, A., Hananel, C., Hochrainer-Stigler, S., Tijssen, A., Torresan, S., Ciurean, R., Gill, J. C., Sillmann, J., Couasnon, A., Koks, E., Padrón-Fumero, N., Tatman, S., Tronstad Lund, M., Adesiyun, A., Aerts, J. C. J. H., Alabaster, A., Bulder, B., Campillo Torres, C., Critto, A., Hernández-Martín, R., Machado, M., Mysiak, J., Orth, R., Palomino Antolín, I., Petrescu, E.-C., Reichstein, M., Tiggeloven, T., Van Loon, A. F., Vuong Pham, H., and de Ruiter, M. C.: Invited perspectives: A research agenda towards disaster risk management pathways in multi-(hazard-)risk assessment, Nat. Hazards Earth Syst. Sci., 22, 1487–1497, https://doi.org/10.5194/nhess-22-1487-2022, 2022.

Williams, M. and Moser, T.: The art of coding and thematic exploration in qualitative research, International Management Review, 15, 45–56, 2019.

Zscheischler, J., Martius, O., Westra, S., Bevacqua, E., Raymond, C., Horton, R. M., van den Hurk, B., AghaKouchak, A., Jézéquel, A., Mahecha, M. D., Maraun, D., Ramos, A. M., Ridder, N. N., Thiery, W., and Vignotto, E.: A typology of compound weather and climate events, Nature Reviews Earth & Environment, 1, 333–347, https://doi.org/10.1038/s43017-020-0060-z, 2020.