Multi-hazard and sYstemic framework for enhancing Risk-Informed mAnagement and Decision-making in the E.U.

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

First policy brief publication
Initial framework and guidance protocol document
Final report on methods for generating hazard event sets and quantifying risk
Interim report on methods for generating hazard event sets and quantifying risk
Report on policies, policy-making processes, and governance for multi-hazard, multi-risk management

Report on policies policymaking processes and governance for multihazard multirisk management

Handbook of multi-hazard, multi-risk concepts, definitions, and indicators

Handbook of multihazard multirisk concepts definitions and indicators

Interim report on collaborative systems and DAPP approaches to develop forward-looking DRM pathways
Report on novel methods for detecting empirical evidence of dynamics & feedbacks of risk drivers
Interim report covering Months 1-24
Report on methods for quantifying the dynamics and feedbacks of multi-hazard risk

WIKI-style online crowdsourcing platform of multi-hazard, multi-risk methods, models, and tools

WIKIstyle online crowdsourcing platform of multihazard multirisk methods models and tools

Report on joint conference with Risk KAN

Publications

Empowering ECRs to make research projects flourish: lessons from a European research project

Author(s): Julius Schlumberger, Kelley De Polt, Judith N. Claassen, Timothy Tiggeloven, Sophie L. Buijs, Marleen C. de Ruiter, Maria Vittoria Gargiulo, Joel C. Gill, Núria Pantaleoni Reluy, Robert Šakić Trogrlić, Philip J. Ward
Published in: Open Research Europe, Issue 5, 2026, Page(s) 312, ISSN 2732-5121
Publisher: F1000 Research Ltd
DOI: 10.12688/openreseurope.21517.1

Assessing future impacts of tropical cyclones on global banana production

Author(s): Sophie Kaashoek, Žiga Malek, Nadia Bloemendaal, Marleen C. de Ruiter
Published in: Natural Hazards and Earth System Sciences Discussions, 2024, ISSN 1684-9981
Publisher: EGU Copernicus
DOI: 10.5194/nhess-2023-182

Towards optimal anticipatory action: Maximizing the effectiveness of agricultural early warning systems with operations research

Author(s): Djavan De Clercq, Lily Xu, Marleen C. de Ruiter, Marc van den Homberg, Marijn van der Velde, Jim W. Hall, Jonas Jaegermyer, Adam Mahdi
Published in: International Journal of Disaster Risk Reduction, Issue 119, 2025, Page(s) 105249, ISSN 2212-4209
Publisher: Elsevier Limited
DOI: 10.1016/j.ijdrr.2025.105249

What can we learn from global disaster records about multi-hazards and their risk dynamics?

Author(s): Wiebke S. Jäger, Marleen C. de Ruiter, Timothy Tiggeloven, Philip J. Ward
Published in: Natural Hazards and Earth System Sciences Discussion, 2024, ISSN 1684-9981
Publisher: EGU Copernicus
DOI: 10.5194/nhess-2024-134

A pathways analysis dashboard prototype for multi-risk systems

Author(s): Julius Schlumberger, Robert Šakić Trogrlić, Jeroen C. J. H. Aerts, Jung-Hee Hyun, Stefan Hochrainer-Stigler, Marleen de Ruiter, Marjolijn Haasnoot
Published in: Natural Hazards and Earth System Sciences, Issue 25, 2025, Page(s) 4089-4113, ISSN 1684-9981
Publisher: Copernicus GmbH
DOI: 10.5194/nhess-25-4089-2025

Modeling compound flood risk and risk reduction using a globally-applicable framework: A case study in the Sofala region

Author(s): Dirk Eilander, Anaïs Couasnon, Frederiek C. Sperna Weiland, Willem Ligtvoet, Arno Bouwman, Hessel C. Winsemius, Philip J. Ward
Published in: Natural Hazards and Earth System Sciences, 2023, ISSN 1684-9981
Publisher: EGU Copernicus
DOI: 10.5194/nhess-2022-248

Review article: The growth in compound weather and climate event research in the decade since SREX

Author(s): Lou Brett, Christopher J. White, Daniela I. V. Domeisen, Bart van den Hurk, Philip Ward, Jakob Zscheischler
Published in: Natural Hazards and Earth System Sciences, Issue 25, 2025, Page(s) 2591-2611, ISSN 1684-9981
Publisher: Copernicus GmbH
DOI: 10.5194/nhess-25-2591-2025

Caught Between Extremes: Understanding Human-Water Interactions During Drought-To-Flood Events in the Horn of Africa

Author(s): Matanó, A.; De Ruiter, M.C.; Koehler, J.; Ward, P.J.; Van Loon, A.
Published in: Earth's Future, 2022, ISSN 2328-4277
Publisher: Wiley
DOI: 10.1029/2022ef002747

Science–policy–practice insights for compound and multi‐hazard risks

Author(s): Lou Brett, Hannah C. Bloomfield, Anna Bradley, Thibault Calvet, Adrian Champion, Silvia De Angeli, Marleen C. de Ruiter, Selma B. Guerreiro, John Hillier, David Jaroszweski, Bahareh Kamranzad, Minna M. Keinänen‐Toivola, Kai Kornhuber, Katharina Küpfer, Colin Manning, Kanzis Mattu, Ellie Murtagh, Virginia Murray, Áine Ní Bhreasail, Fiachra O'Loughlin, Chris Parker, Maria Pregnolato, Alexandre
Published in: Meteorological Applications, Issue 32, 2025, ISSN 1350-4827
Publisher: Cambridge University Press
DOI: 10.1002/met.70043

Developing multi-risk DRM pathways — Lessons from four European case studies

Author(s): Julius Schlumberger, Andrew Warren, Anne Sophie Daloz, David Geurts, Stefan Hochrainer-Stigler, Lin Ma, Noemi Padrón-Fumero, Karina Reiter, Robert Šakić Trogrlić, Sharon Tatman, Vanessa Banks, Julia Crummy, Jaime Díaz-Pacheco, Pedro Dorta Antequera, Sara García-González, Abel López-Díez, Tamara Lucía Febles Arévalo, David Romero-Manrique, Nikita Strelkovskii, Silvia Torresan, Asbjørn T
Published in: Climate Risk Management, Issue 50, 2025, Page(s) 100753, ISSN 2212-0963
Publisher: Elsevier BV
DOI: 10.1016/j.crm.2025.100753

Societal Attention to Heat Waves Can Indicate Public Health Impacts

Author(s): Ekaterina Bogdanovich, Lars Guenther, Markus Reichstein, Dorothea Frank, Georg Ruhrmann, Alexander Brenning, Jasper M. C. Denissen, René Orth
Published in: Weather, Climate, and Society, Issue 15, 2023, Page(s) 557-569, ISSN 1948-8327
Publisher: American Meteorological Society
DOI: 10.1175/wcas-d-22-0147.1

Challenges of instruments that should tackle multi-hazard and multi-risk situations: an assessment of the recent reforms of the European Solidarity Fund and the Solidarity and Emergency Aid Reserve

Author(s): Stefan Hochrainer-Stigler, Qinhan Zhu, Karina Reiter, Alessio Ciullo
Published in: Mitigation and Adaptation Strategies for Global Change, Issue 28, 2024, ISSN 1381-2386
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s11027-023-10075-4

Reclassifying historical disasters: From single to multi-hazards

Author(s): Ryan Lee, Christopher J. White, Mohammed Sarfaraz Gani Adnan, John Douglas, Miguel D. Mahecha, Fiachra E. O'Loughlin, Edoardo Patelli, Alexandre M. Ramos, Matthew J. Roberts, Olivia Martius, Enrico Tubaldi, Bart van den Hurk, Philip J. Ward, Jakob Zscheischler
Published in: Science of The Total Environment, Issue 912, 2025, Page(s) 169120, ISSN 0048-9697
Publisher: Elsevier BV
DOI: 10.1016/j.scitotenv.2023.169120

Quantifying impact-relevant heatwave durations

Author(s): Kelley De Polt, Philip J Ward, Marleen de Ruiter, Ekaterina Bogdanovich, Markus Reichstein, Dorothea Frank, René Orth
Published in: Environmental Research Letters, Issue 18, 2023, Page(s) 104005, ISSN 1748-9326
Publisher: Institute of Physics Publishing
DOI: 10.1088/1748-9326/acf05e

A multi-hazard perspective on equitable adaptation and how to assess it

Author(s): Toon Haer, Marleen de Ruiter
Published in: PLOS Climate, Issue 3, 2024, Page(s) e0000521, ISSN 2767-3200
Publisher: Public Library of Science (PLoS)
DOI: 10.1371/journal.pclm.0000521

Risk of Tropical Cyclones and Floods to Power Grids in Southeast and East Asia

Author(s): Mengqi Ye, Philip J. Ward, Nadia Bloemendaal, Sadhana Nirandjan, Elco E. Koks
Published in: International Journal of Disaster Risk Science, Issue 15, 2024, Page(s) 494-507, ISSN 2095-0055
Publisher: Springer Science and Business Media LLC
DOI: 10.1007/s13753-024-00573-7

Title: Quantifying impact-relevant heatwave durations

Author(s): Kelley De Polt, Philip J Ward, Marleen De Ruiter, Ekaterina Bogdanovich, Markus Reichstein, Dorothea Frank, René Orth
Published in: Environmental Research Letters, Issue 2023, 2023, ISSN 1748-9326
Publisher: Institute of Physics Publishing
DOI: 10.22541/essoar.168500314.44289092/v1

A new method to compile global multi-hazard event sets

Author(s): Judith N. Claassen, Philip J. Ward, James Daniell, Elco E. Koks, Timothy Tiggeloven, Marleen C. de Ruiter
Published in: Scientific Reports, Issue 13, 2023, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-023-40400-5

Opportunities and challenges for people-centered multi-hazard early warning systems: Perspectives from the Global South

Author(s): Mirianna Budimir, Robert Šakić-Trogrlić, Cinthia Almeida, Miguel Arestegui, Orlando Chuquisengo Vásquez, Abel Cisneros, Monica Cuba Iriarte, Adama Dia, Leon Lizon, Giorgio Madueño, Alioune Ndiaye, Miluska Ordoñez Caldas, Tamanna Rahman, Bikram RanaTharu, Alpha Sall, Dharam Uprety, Chris Anderson, Colin McQuistan
Published in: iScience, Issue 28, 2026, Page(s) 112784, ISSN 2589-0042
Publisher: Elsevier BV
DOI: 10.1016/j.isci.2025.112784

Evaluating Adaptation Pathways in a Complex Multi‐Risk System

Author(s): Julius Schlumberger, Marjolijn Haasnoot, Jeroen C. J. H. Aerts, Veerle Bril, Lars van der Weide, Marleen de Ruiter
Published in: Earth's Future, Issue 12, 2024, ISSN 2328-4277
Publisher: Wiley
DOI: 10.1029/2023ef004288

Mangrove restoration and coastal flood adaptation: A global perspective on the potential for hybrid coastal defenses

Author(s): Timothy Tiggeloven, Vincent van Zelst, Eric Mortensen, Bregje K. van Wesenbeeck, Thomas A. Worthington, Mark Spalding, Hans de Moel, Philip J. Ward
Published in: Proceedings of the National Academy of Sciences, Issue 123, 2026, ISSN 0027-8424
Publisher: National Academy of Sciences
DOI: 10.1073/pnas.2510980123

Compound and consecutive drought-flood events at a global scale

Author(s): Alessia Matanó, Wouter R Berghuijs, Maurizio Mazzoleni, Marleen C de Ruiter, Philip J Ward, Anne F Van Loon
Published in: Environmental Research Letters, Issue 19, 2024, Page(s) 064048, ISSN 1748-9326
Publisher: Institute of Physics Publishing
DOI: 10.1088/1748-9326/ad4b46

Breaking the Silos: an online serious game for multi-risk DRRmanagement

Author(s): Marleen C. de Ruiter, Anaïs A. Couasnon, Philip J. Ward
Published in: Geoscience Communication, 2022, ISSN 2569-7110
Publisher: EGU Copernicus
DOI: 10.5194/gc-2021-3

Assessing the spatial correlation of potential compound flooding in the United States

Author(s): Huazhi Li, Robert A. Jane, Dirk Eilander, Alejandra R. Enríquez, Toon Haer, Philip J. Ward
Published in: Natural Hazards and Earth System Sciences, Issue 26, 2026, Page(s) 391-409, ISSN 1684-9981
Publisher: Copernicus GmbH
DOI: 10.5194/nhess-26-391-2026

Uncovering the Dynamics of Multi‐Sector Impacts of Hydrological Extremes: A Methods Overview

Author(s): Mariana Madruga de Brito, Jan Sodoge, Alexander Fekete, Michael Hagenlocher, Elco Koks, Christian Kuhlicke, Gabriele Messori, Marleen de Ruiter, Pia‐Johanna Schweizer, Philip J. Ward
Published in: Earth's Future, Issue 12, 2024, ISSN 2328-4277
Publisher: AGU Wiley
DOI: 10.1029/2023ef003906

Understanding energy system dynamics in a changing climate: Insights for first responders and risk managers

Author(s): Jonathan Mille, Danielle Charlton, Marleen C. de Ruiter, Raphael Stevens, Muki Haklay, Stephen J. Edwards
Published in: iScience, Issue 28, 2026, Page(s) 113320, ISSN 2589-0042
Publisher: Elsevier BV
DOI: 10.1016/j.isci.2025.113320

Toward impact-based monitoring of drought and its cascading hazards

Author(s): Amir AghaKouchak, Laurie S. Huning, Mojtaba Sadegh, Yue Qin, Yannis Markonis, Farshid Vahedifard, Charlotte A. Love, Ashok Mishra, Ali Mehran, Renee Obringer, Annika Hjelmstad, Shrideep Pallickara, Shakil Jiwa, Martin Hanel, Yunxia Zhao, Angeline G. Pendergrass, Mazdak Arabi, Steven J. Davis, Philip J. Ward, Mark Svoboda, Roger Pulwarty, Heidi Kreibich
Published in: Nature Reviews Earth & Environment, Issue 4, 2023, Page(s) 582-595, ISSN 2662-138X
Publisher: Springer
DOI: 10.1038/s43017-023-00457-2

Data visualisation for decision making under deep uncertainty: current challenges and opportunities

Author(s): Antonia Hadjimichael, Julius Schlumberger, Marjolijn Haasnoot
Published in: Environmental Research Letters, Issue 19, 2025, Page(s) 111011, ISSN 1748-9326
Publisher: Institute of Physics Publishing
DOI: 10.1088/1748-9326/ad858b

The challenge of unprecedented floods and droughts in risk management

Author(s): Kreibich, H.; Van Loon, A.F.; Schröter, K.; Ward, P.J.; Mazzoleni, M.; Sairam, N.; Abeshu, G.W.; Agafonova, S.; AghaKouchak, A.; Aksoy, H.; Alvarez-Garreton, C.; Aznar, B.; Balkhi, L.; Barendrecht, M.H.; Biancamaria, S.; Bos-Burgering, L.; Bradley, C.; Budiyono, Y.; Buytaert, W.; Capewell, L.; Carlson, H.; Cavus, Y.; Couasnon, A.; Coxon, G.; Daliakopoulos, I.; de Ruiter, M.C.; Delus, C.; Erfurt,
Published in: Nature, 2022, ISSN 0028-0836
Publisher: Nature Publishing Group
DOI: 10.1038/s41586-022-04917-5

Advances in complex climate change risk assessment for adaptation

Author(s): Nicholas P. Simpson, Edward Sparkes, Marleen de Ruiter, Robert Šakić Trogrlić, Marlon Vieira Passos, Julius Schlumberger, Judy Lawrence, Reinhard Mechler, Stefan Hochrainer-Stigler
Published in: npj Climate Action, Issue 4, 2025, ISSN 2731-9814
Publisher: Springer Science and Business Media LLC
DOI: 10.1038/s44168-025-00281-y

Risk management against indirect risks from disasters: A multi-model and participatory governance framework applied to flood risk in Austria

Author(s): Stefan Hochrainer-Stigler, Gabriel Bachner, Nina Knittel, Sebastian Poledna, Karina Reiter, Francesco Bosello
Published in: International Journal of Disaster Risk Reduction, Issue 106, 2024, Page(s) 104425, ISSN 2212-4209
Publisher: Elsevier Limited
DOI: 10.1016/j.ijdrr.2024.104425

Proposing DAPP-MR as a disaster risk management pathways framework for complex, dynamic multi-risk

Author(s): Schlumberger, J., Haasnoot, M., Aerts, J., & De Ruiter, M.
Published in: iScience, 2022, ISSN 2589-0042
Publisher: Elsevier
DOI: 10.1016/j.isci.2022.105219

Multi‐risk instruments for emergency response: a multi‐hazard and multi‐risk assessment of the European Union's Solidarity and Emergency Aid Reserve

Author(s): Stefan Hochrainer‐Stigler, Robert Šakić Trogrlić, Karina Reiter
Published in: Disasters, Issue 49, 2025, ISSN 0361-3666
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/disa.12650

Toward a framework for systemic multi-hazard and multi-risk assessment and management

Author(s): Stefan Hochrainer-Stigler, Robert Šakić Trogrlić, Karina Reiter, Philip J. Ward, Marleen C. de Ruiter, Melanie J. Duncan, Silvia Torresan, Roxana Ciurean, Jaroslav Mysiak, Dana Stuparu, Stefania Gottardo
Published in: iScience, Issue 26, 2024, Page(s) 106736, ISSN 2589-0042
Publisher: Cell Press
DOI: 10.1016/j.isci.2023.106736

Modeling compound flood risk and risk reduction using a globally applicable framework: a pilot in the Sofala province of Mozambique

Author(s): Dirk Eilander, Anaïs Couasnon, Frederiek C. Sperna Weiland, Willem Ligtvoet, Arno Bouwman, Hessel C. Winsemius, Philip J. Ward
Published in: Natural Hazards and Earth System Sciences, Issue 23, 2023, Page(s) 2251-2272, ISSN 1684-9981
Publisher: EGU Copernicus
DOI: 10.5194/nhess-23-2251-2023

A spatially-dependent synthetic global dataset of extreme sea level events

Author(s): Huazhi Li, Toon Haer, Anaïs Couasnon, Alejandra R. Enríquez, Sanne Muis, Philip J. Ward
Published in: Weather and Climate Extremes, Issue 41, 2023, Page(s) 100596, ISSN 2212-0947
Publisher: Elsevier BV
DOI: 10.1016/j.wace.2023.100596

VineCopulas: an open-source Python package for vinecopula modelling

Author(s): Judith N. Claassen, Elco E. Koks, Marleen C. de Ruiter, Philip J. Ward, Wiebke S. Jäger
Published in: Journal of Open Source Software, Issue 9, 2024, Page(s) 6728, ISSN 2475-9066
Publisher: Journal of Open Source Software
DOI: 10.21105/joss.06728

A Synthetic European Weather Dataset Based on Spatiotemporal Vine Copulas

Author(s): Judith N. Claassen, Elco E. Koks, Marleen C. de Ruiter, Philip J. Ward, Wiebke S. Jäger
Published in: Scientific Data, Issue 12, 2025, ISSN 2052-4463
Publisher: Springer Science and Business Media LLC
DOI: 10.1038/s41597-025-06015-3

Title: Official heat warnings miss situations with a detectable societal heat response in European countries Authors

Author(s): Ekaterina Bogdanovcih, Ekaterina Bogdanovich, Alexander Brenning, Markus Reichstein, Kelley De Polt, Lars Guenther, Dorothea Frank, René Orth
Published in: International Journal of Disaster Risk Reduction, Issue 100, 2023, ISSN 2212-4209
Publisher: Elsevier Limited
DOI: 10.22541/essoar.168748486.67497399/v1

A Flood Risk Framework Capturing the Seasonality of and Dependence Between Rainfall and Sea Levels—An Application to Ho Chi Minh City, Vietnam

Author(s): Couasnon, A.; Scussolini, P.; Tran, T.V.T.; Eilander, D.; Muis, S.; Wang, H.; Keesom, J.; Dullaart, J.; Xuan, Y.; Nguyen, H.Q.; Winsemius, H.C.; Ward, P.J;
Published in: Water Resources Research, 2022, ISSN 1944-7973
Publisher: Wiley
DOI: 10.1029/2021wr030002

Breaking the Silos: an online serious game for multi-risk disaster risk reduction (DRR) management

Author(s): De Ruiter, M. C., Couasnon, A., & Ward, P. J.
Published in: Geoscience Communication, 2021, ISSN 2569-7110
Publisher: Copernicus Publications
DOI: 10.5194/gc-4-383-2021

Prioritise risks and improve adaptation strategies in the Veneto coast through the application of a custom AI tool

Author(s): Maria Katherina Dal Barco, Veronica Casartelli, Marcello Sanò, Sebastiano Vascon, Silvia Torresan, Andrea Critto
Published in: International Journal of Disaster Risk Reduction, Issue 130, 2026, Page(s) 105818, ISSN 2212-4209
Publisher: Elsevier Limited
DOI: 10.1016/j.ijdrr.2025.105818

Understanding multi-hazard risk dynamics between land use, climate extremes and water quality leveraging artificial intelligence

Author(s): Diep Ngoc Nguyen, Jacopo Furlanetto, Andrea Critto, Silvia Torresan
Published in: Ecological Indicators, Issue 182, 2026, Page(s) 114494, ISSN 1470-160X
Publisher: Elsevier BV
DOI: 10.1016/j.ecolind.2025.114494

Shared Floods, Shared Lessons: An Impact Chain and Metrics‐Based Cross‐Country Analysis of the 2021 Floods as a Blueprint for Improved Disaster Risk Management

Author(s): Andra‐Cosmina Albulescu, Iuliana Armaş, Marleen De Ruiter, Tristian Stolte, Thijs Endendijk
Published in: Earth's Future, Issue 14, 2026, ISSN 2328-4277
Publisher: American Geophysical Union (AGU)
DOI: 10.1029/2025ef006996

VulneraCity–drivers and dynamics of urban vulnerability based on a global systematic literature review

Author(s): Tristian R. Stolte, Elco E. Koks, Hans de Moel, Lena Reimann, Jasper van Vliet, Marleen C. de Ruiter, Philip J. Ward
Published in: International Journal of Disaster Risk Reduction, Issue 108, 2024, Page(s) 104535, ISSN 2212-4209
Publisher: Elsevier Limited
DOI: 10.1016/j.ijdrr.2024.104535

Global Drought Risk in Cities: Present and Future Urban Hotspots

Author(s): Tristian Stolte, Hans de Moel, Elco Koks, Marthe Wens, Felix van Veldhoven, Snigdha Garg, Neuni Farhad, Philip Ward
Published in: SSRN Electronic Journal, Issue 5, 2022, ISSN 1556-5068
Publisher: IOP Science
DOI: 10.2139/ssrn.4208646

Multi-stakeholder analysis of fire risk reduction in a densely populated area in the Netherlands: a case-study in the Veluwe area

Author(s): Evelien de Hoop; Hilde J H Brouwers; Sophie L Buijs; Linde Egberts; Max J van Gerrevink; Marleen C de Ruiter; Sander Veraverbeke
Published in: Environmental Research Letters, Issue 1, 2022, ISSN 1748-9326
Publisher: Institute of Physics Publishing
DOI: 10.1088/1748-9326/ac8b97

Integrating AI and climate change scenarios for multi-risk assessment in the coastal municipalities of the Veneto region

Author(s): Maria Katherina Dal Barco, Margherita Maraschini, Ngoc Diep Nguyen, Davide Mauro Ferrario, Olinda Rufo, Heloisa Labella Fonseca, Sebastiano Vascon, Silvia Torresan, Andrea Critto
Published in: Science of The Total Environment, Issue 965, 2025, Page(s) 178586, ISSN 0048-9697
Publisher: Elsevier BV
DOI: 10.1016/j.scitotenv.2025.178586

Tropical disturbances in the southeastern North Atlantic. State of the art and future prospects

Author(s): Antequera, P. D., Hernández, A. D., Pacheco, J. D., Díez, A. L., & Raya, N. M.
Published in: Investigaciones Geográficas, 2023, ISSN 1989-9890
Publisher: Interuniversity Institute of Geography of University of Alicante
DOI: 10.14198/ingeo.22559

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

Author(s): Nicole van Maanen, Marleen de Ruiter, Wiebke Jäger, Veronica Casartelli, Roxana Ciurean, Noemi Padrón-Fumero, Anne Sophie Daloz, David Geurts, Stefania Gottardo, Stefan Hochrainer-Stigler, Abel López Diez, Jaime Díaz Pacheco, Pedro Dorta Antequera, Tamara Febles Arévalo, Sara García González, Raúl Hernández-Martín, Carmen Alvarez-Albelo, Juan José Diaz-Hernandez, Lin Ma, Letizia Montele
Published in: Earth System Dynamics, Issue 16, 2025, Page(s) 2295-2311, ISSN 2190-4987
Publisher: Copernicus GmbH
DOI: 10.5194/esd-16-2295-2025

Review article: A comprehensive review of compound flooding literature with a focus on coastal and estuarine regions

Author(s): Joshua Green, Ivan D. Haigh, Niall Quinn, Jeff Neal, Thomas Wahl, Melissa Wood, Dirk Eilander, Marleen de Ruiter, Philip Ward, Paula Camus
Published in: Natural Hazards and Earth System Sciences, Issue 25, 2025, Page(s) 747-816, ISSN 1684-9981
Publisher: Copernicus GmbH
DOI: 10.5194/nhess-25-747-2025

From climatic hazards to systemic vulnerabilities: Evolving perceptions of climate risk in Norway's renewable energy sector

Author(s): Tara Botnen Holm, Anne Sophie Daloz, Lin Ma, Nicole van Maanen, Ranjana Tamang, Carlo Aall
Published in: Energy Research & Social Science, Issue 130, 2025, Page(s) 104456, ISSN 2214-6296
Publisher: Elsevier Limited
DOI: 10.1016/j.erss.2025.104456

Fiscal resilience over time and its management in the context of multi-risks: an application to the Danube Region

Author(s): Stefan Hochrainer-Stigler, Robert Šakić Trogrlić, Karina Reiter
Published in: Natural Hazards, 2024, ISSN 0921-030X
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s11069-024-06678-y

Contrasting biophysical and societal impacts of hydro-meteorological extremes

Author(s): Rene Orth, Sungmin O, Jakob Zscheischler, Miguel D Mahecha and Markus Reichstein
Published in: Environmental Research Letters, 2022, ISSN 1748-9326
Publisher: Institute of Physics Publishing
DOI: 10.1088/1748-9326/ac4139

Multi‐Hazard Interrelationships and Risk Scenarios in Urban Areas: A Case of Nairobi and Istanbul

Author(s): Robert Šakić Trogrlić, Harriet E. Thompson, Emin Yahya Menteşe, Ekbal Hussain, Joel C. Gill, Faith E. Taylor, Emmah Mwangi, Emine Öner, Vera G. Bukachi, Bruce D. Malamud
Published in: Earth's Future, Issue 12, 2024, ISSN 2328-4277
Publisher: American Geophysical Union (AGU)
DOI: 10.1029/2023ef004413

Exploring drought‐to‐flood interactions and dynamics: A global case review

Author(s): Marlies H. Barendrecht, Alessia Matanó, Heidi Mendoza, Ruben Weesie, Melanie Rohse, Johanna Koehler, Marleen de Ruiter, Margaret Garcia, Maurizio Mazzoleni, Jeroen C. J. H. Aerts, Philip J. Ward, Giuliano Di Baldassarre, Rosie Day, Anne F. Van Loon
Published in: WIREs Water, Issue 11, 2024, ISSN 2049-1948
Publisher: Wiley
DOI: 10.1002/wat2.1726

A Global Approach for Mapping Multi-Hazard Susceptibility Using Deep Learning: A Case Study in Japan

Author(s): Timothy Tiggeloven, Davide Mauro Ferrario, Judith N. Claassen, Wiebke S. Jäger, Yuliya Shapovalova, Maki Koyama, Marleen C. de Ruiter, James E. Daniell, Silvia Torresan, Philip J. Ward
Published in: Artificial Intelligence for the Earth Systems, Issue 4, 2025, ISSN 2769-7525
Publisher: American Meteorological Society
DOI: 10.1175/aies-d-25-0039.1

Panta Rhei benchmark dataset: socio-hydrological data of paired events of floods and droughts

Author(s): Heidi Kreibich, Kai Schröter, Giuliano Di Baldassarre, Anne F. Van Loon, Maurizio Mazzoleni, Guta Wakbulcho Abeshu, Svetlana Agafonova, Amir AghaKouchak, Hafzullah Aksoy, Camila Alvarez-Garreton, Blanca Aznar, Laila Balkhi, Marlies H. Barendrecht, Sylvain Biancamaria, Liduin Bos-Burgering, Chris Bradley, Yus Budiyono, Wouter Buytaert, Lucinda Capewell, Hayley Carlson, Yonca Cavus, Anaïs Couasnon
Published in: Earth System Science Data, Issue 15, 2023, Page(s) 2009-2023, ISSN 1866-3516
Publisher: EGU Copernicus
DOI: 10.5194/essd-15-2009-2023

The challenges of dynamic vulnerability and how to assess it

Author(s): de Ruiter, M. C., & Van Loon, A. F.
Published in: iScience, 2022, ISSN 2589-0042
Publisher: Elsevier
DOI: 10.1016/j.isci.2022.104720

The evolution of heat exposure in changing societies and a changing climate from 1960 to 2100

Author(s): Andreas M. Schäfer, Patrick Ludwig, Svea Krikau, Susanne A. Benz, Bernhard Mühr, Susanna Mohr, Michael Kunz
Published in: Frontiers in Climate, Issue 7, 2025, ISSN 2624-9553
Publisher: Frontiers Media SA
DOI: 10.3389/fclim.2025.1491695

What can we learn about multi-hazard impacts from global disaster records?

Author(s): Wiebke S. Jäger, Marleen C. de Ruiter, Timothy Tiggeloven, Philip J. Ward
Published in: Natural Hazards and Earth System Sciences, Issue 25, 2025, Page(s) 2751-2769, ISSN 1684-9981
Publisher: Copernicus GmbH
DOI: 10.5194/nhess-25-2751-2025

Uncovering unprecedented storm surges in European and Mediterranean coastlines

Author(s): Irene Benito, Philip J Ward, Jeroen C J H Aerts, Dirk Eilander, Sanne Muis
Published in: Environmental Research Letters, Issue 20, 2025, Page(s) 124066, ISSN 1748-9326
Publisher: Institute of Physics Publishing
DOI: 10.1088/1748-9326/ae2529

Identifying vulnerability factors associated with heatwave mortality: a spatial statistical analysis across Europe

Author(s): B Sestito, L Reimann, M Mazzoleni, W J W Botzen, J C J H Aerts
Published in: Environmental Research Letters, Issue 20, 2025, Page(s) 044025, ISSN 1748-9326
Publisher: Institute of Physics Publishing
DOI: 10.1088/1748-9326/adbcc8

Review article: Towards multi-hazard and multi-risk indicators – a review and recommendations for development and implementation

Author(s): Christopher J. White, Mohammed Sarfaraz Gani Adnan, Marcello Arosio, Stephanie Buller, YoungHwa Cha, Roxana Ciurean, Julia M. Crummy, Melanie Duncan, Joel Gill, Claire Kennedy, Elisa Nobile, Lara Smale, Philip J. Ward
Published in: Natural Hazards and Earth System Sciences, Issue 25, 2025, Page(s) 4263-4281, ISSN 1684-9981
Publisher: Copernicus GmbH
DOI: 10.5194/nhess-25-4263-2025

A gap approach for preventing stress in complex systems: managing natural hazard induced fiscal risks under a changing climate

Author(s): Stefan Hochrainer-Stigler, Reinhard Mechler, Teresa Deubelli-Hwang, Elisa Calliari, Robert Šakić Trogrlić
Published in: Frontiers in Sustainable Resource Management, Issue 3, 2024, ISSN 2813-3005
Publisher: Frontiers
DOI: 10.3389/fsrma.2024.1393667

Consideration of compound drivers and impacts in the disaster risk reduction cycle

Author(s): Bart J.J.M. van den Hurk, Christopher J. White, Alexandre M. Ramos, Philip J. Ward, Olivia Martius, Indiana Olbert, Kathryn Roscoe, Henrique M.D. Goulart, Jakob Zscheischler
Published in: iScience, Issue 26, 2024, Page(s) 106030, ISSN 2589-0042
Publisher: Cell Press
DOI: 10.1016/j.isci.2023.106030

Flood insurance is a driver of population growth in European floodplains

Author(s): Max Tesselaar, W. J. Wouter Botzen, Timothy Tiggeloven, Jeroen C. J. H. Aerts
Published in: Nature Communications, Issue 14, 2023, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/s41467-023-43229-8

Assessing future impacts of tropical cyclones on global banana production

Author(s): Sophie Kaashoek, Žiga Malek, Nadia Bloemendaal, Marleen C. de Ruiter
Published in: Natural Hazards and Earth System Sciences, Issue 25, 2025, Page(s) 1963-1974, ISSN 1684-9981
Publisher: Copernicus GmbH
DOI: 10.5194/nhess-25-1963-2025

Official heat warnings miss situations with a detectable societal heat response in European countries

Author(s): Ekaterina Bogdanovich, Alexander Brenning, Markus Reichstein, Kelley De Polt, Lars Guenther, Dorothea Frank, René Orth
Published in: International Journal of Disaster Risk Reduction, Issue 100, 2024, Page(s) 104206, ISSN 2212-4209
Publisher: Elsevier Limited
DOI: 10.1016/j.ijdrr.2023.104206

Invited perspectives: A research agenda towards disaster risk management pathways in multi-(hazard-)risk assessment

Author(s): Philip J. Ward; James Daniell; Melanie Duncan; Anna Dunne; Cédric Hananel; Stefan Hochrainer-Stigler; Annegien Tijssen; Silvia Torresan; Roxana Ciurean; Joel C. Gill; Jana Sillmann; Anaïs Couasnon; Elco Koks; Noemi Padrón-Fumero; Sharon Tatman; Marianne Tronstad Lund; Adewole Adesiyun; Jeroen C. J. H. Aerts; Alexander Alabaster; Bernard Bulder; Carlos Campillo Torres; Andrea Critto; Raúl Hern
Published in: Natural Hazards and Earth System Sciences, Issue 1, 2022, ISSN 1561-8633
Publisher: Copemicus Gesellschaften
DOI: 10.5194/nhess-22-1487-2022

Historical changes in the Causal Effect Networks of compound hot and dry extremes in central Europe

Author(s): Yinglin Tian, Domenico Giaquinto, Giorgia Di Capua, Judith N. Claassen, Javed Ali, Hao Li, Carlo De Michele
Published in: Communications Earth & Environment, Issue 5, 2024, ISSN 2662-4435
Publisher: Springer Science and Business Media LLC
DOI: 10.1038/s43247-024-01934-2

Climate Change and Sustainability in Spanish Classrooms: State of the Art and Didactic Proposal

Author(s): Correa-González, J., López-Díez, A., Díaz-Pacheco, J., & Martín-Raya, N.
Published in: Social Sciences, 2023, ISSN 2076-0760
Publisher: MDPI
DOI: 10.3390/socsci12020108

Invited perspectives: Redefining disaster risk – the convergence of natural hazards and health crises

Author(s): Nivedita Sairam, Marleen C. de Ruiter
Published in: Natural Hazards and Earth System Sciences, Issue 26, 2026, Page(s) 119-130, ISSN 1684-9981
Publisher: Copernicus GmbH
DOI: 10.5194/nhess-26-119-2026

Multi-hazards in Scandinavia: impacts and risks from compound heatwaves, droughts and wildfires

Author(s): Gwendoline Ducros, Timothy Tiggeloven, Lin Ma, Anne Sophie Daloz, Nina Schuhen, Judith Claassen, Marleen C. de Ruiter
Published in: Natural Hazards and Earth System Sciences, Issue 25, 2025, Page(s) 4693-4712, ISSN 1684-9981
Publisher: Copernicus GmbH
DOI: 10.5194/nhess-25-4693-2025

Identifying urban prone areas to flash floods: The case of Santa Cruz de Tenerife

Author(s): Nerea Martín-Raya, Jaime Díaz-Pacheco, Pedro Dorta Antequera, Abel López-Díez
Published in: Progress in Disaster Science, Issue 24, 2025, Page(s) 100372, ISSN 2590-0617
Publisher: Elsevier BV
DOI: 10.1016/j.pdisas.2024.100372

The role of artificial intelligence for early warning systems: Status, applicability, guardrails, and ways forward

Author(s): Timothy Tiggeloven, Samira Pfeiffer, Alessia Matanó, Marc van den Homberg, Lisa Thalheimer, Markus Reichstein, Silvia Torresan
Published in: iScience, Issue 28, 2025, Page(s) 113689, ISSN 2589-0042
Publisher: Elsevier BV
DOI: 10.1016/j.isci.2025.113689

Challenges in assessing and managing multi-hazard risks: A European stakeholders perspective

Author(s): Robert Šakić Trogrlić, Karina Reiter, Roxana L. Ciurean, Stefania Gottardo, Silvia Torresan, Anne Sophie Daloz, Lin Ma, Noemi Padrón Fumero, Sharon Tatman, Stefan Hochrainer-Stigler, Marleen C. de Ruiter, Julius Schlumberger, Remi Harris, Sara Garcia-Gonzalez, María García-Vaquero, Tamara Lucía Febles Arévalo, Raul Hernandez-Martin, Javier Mendoza-Jimenez, Davide Mauro Ferrario, David Geur
Published in: Environmental Science & Policy, Issue 157, 2024, Page(s) 103774, ISSN 1462-9011
Publisher: Elsevier BV
DOI: 10.1016/j.envsci.2024.103774

Review article: Physical vulnerability database for critical infrastructure hazard risk assessments – a systematic review and data collection

Author(s): Sadhana Nirandjan, Elco E. Koks, Mengqi Ye, Raghav Pant, Kees C. H. Van Ginkel, Jeroen C. J. H. Aerts, Philip J. Ward
Published in: Natural Hazards and Earth System Sciences, Issue 24, 2025, Page(s) 4341-4368, ISSN 1684-9981
Publisher: Copernicus GmbH
DOI: 10.5194/nhess-24-4341-2024

An innovative framework to conduct peer reviews of disaster risk management capabilities under the Union Civil Protection Mechanism (UCPM)

Author(s): Veronica Casartelli, Dana Salpina, Angelica Marengo, Gaetano Vivo, Judith Sørensen, Jaroslav Mysiak
Published in: International Journal of Disaster Risk Reduction, Issue 120, 2025, Page(s) 105350, ISSN 2212-4209
Publisher: Elsevier Limited
DOI: 10.1016/j.ijdrr.2025.105350

Closing the ‘operationalisation gap’: Insights from systemic risk research to inform transformational adaptation and risk management

Author(s): Stefan Hochrainer-Stigler, Teresa M. Deubelli-Hwang, Reinhard Mechler, Ulf Dieckmann, Finn Laurien, John Handmer
Published in: Climate Risk Management, Issue 41, 2024, Page(s) 100531, ISSN 2212-0963
Publisher: Elsevier
DOI: 10.1016/j.crm.2023.100531

A methodology to compile multi-hazard interrelationships in a data-scarce setting: an application to the Kathmandu Valley, Nepal

Author(s): Harriet E. Thompson, Joel C. Gill, Robert Šakić Trogrlić, Faith E. Taylor, Bruce D. Malamud
Published in: Natural Hazards and Earth System Sciences, Issue 25, 2025, Page(s) 353-381, ISSN 1684-9981
Publisher: Copernicus GmbH
DOI: 10.5194/nhess-25-353-2025

Reducing Risk Together: moving towards a more holistic approach to multi-(hazard-)risk assessment and management

Author(s): Philip J. Ward, Sophie Buijs, Roxana Ciurean, Judith Claassen, James Daniell, Kelley De Polt, Melanie Duncan, Stefania Gottardo, Stefan Hochrainer-Stigler, Robert Šakić Trogrlić, Julius Schlumberger, Timothy Tiggeloven, Silvia Torresan, Nicole van Maanen, Andrew Warren, Carmen D. Álvarez-Albelo, Vanessa Banks, Benjamin Blanz, Veronica Casartelli, Jordan Correa González, Julia Crummy, Anne Sop
Published in: 2026
Publisher: Copernicus GmbH
DOI: 10.5194/egusphere-2025-5897

Recovery under consecutive disasters: how recovery dynamics shape societal resilience

Author(s): Sophie L. Buijs, Inga J. Sauer, Chahan M. Kropf, Samuel Juhel, Zélie Stalhandske, Marleen C. De Ruiter
Published in: 2026
Publisher: Copernicus GmbH
DOI: 10.5194/egusphere-2025-3200

A machine learning methodology to identify current and future multi-hazard extreme events

Author(s): Davide Mauro Ferrario, Timothy Tiggeloven, Margherita Maraschini, Marcello Sano, Judith Claassen, Marleen Carolijn Ruiter, de, Silvia Torresan, Andrea Critto
Published in: 2025
Publisher: Wiley
DOI: 10.22541/essoar.175396232.24844978/v1

Review article: Harnessing Machine Learning methods for climate multi-hazard and multi-risk assessment

Author(s): Davide Mauro Ferrario, Marcello Sanò, Margherita Maraschini, Andrea Critto, Silvia Torresan
Published in: 2025
Publisher: Copernicus GmbH
DOI: 10.5194/egusphere-2025-670

Review article: Exploring methods capturing vulnerability dynamics in the context of flood hazard research

Author(s): Julius Schlumberger, Tristian R. Stolte, Helena M. Garcia, Antonia Sebastian, Wiebke Jäger, Philip J. Ward, Marleen C. de Ruiter, Robert Šakić Trogrlić, Annegien Tijssen, Mariana Madruga de Brito
Published in: 2026
Publisher: Copernicus GmbH
DOI: 10.5194/egusphere-2025-6132

Compounding hazards increase flood economiclosses across Europe

Author(s): Michele Ronco, Alois Tilloy, Christina Corbane, Damien Delforge, Luc Feyen, Wiebke Jager, Philip Ward, Timothy Tiggeloven, Alessia Matanó, Dominik Paprotny, Andrea Sibilia
Published in: 2025
Publisher: Springer Science and Business Media LLC
DOI: 10.21203/rs.3.rs-7075867/v1

Reflections and Future Directions for Multi-Hazard Risk in the Context of the Sendai Framework and Discussions Beyond

Author(s): Timothy Tiggeloven, Colin Raymond, Marleen C. de Ruiter, Jana Sillmann, Annegret H. Thieken, Sophie L. Buijs, Roxana Ciurean, Emma Cordier, Julia M. Crummy, Lydia Cumiskey, Kelley De Polt, Melanie Duncan, Davide M. Ferrario, Wiebke S. Jäger, Elco E. Koks, Nicole van Maanen, Heather J. Murdock, Jaroslav Mysiak, Sadhana Nirandjan, Benjamin Poschlod, Peter Priesmeier, Nivedita Sairam, Pia-Johanna Sc
Published in: 2025
Publisher: Copernicus GmbH
DOI: 10.5194/egusphere-2025-2771

Taking the Landscape into Conversations: A Way to Engage (with) Diverse Knowledges and Values

Author(s): Hilde J. H. Brouwers, Linde R. Egberts, Evelien de Hoop
Published in: Transdisciplinarity for Transformation, 2024, Page(s) 249-275
Publisher: Springer International Publishing
DOI: 10.1007/978-3-031-60974-9_9

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