Evidence map›Paper›PMID 41797894›Full record

ReviewiScience2026

Operationalizing systemic multi-hazard and multi-risk assessment: Lessons from the MYRIAD-EU framework.

Stefan Hochrainer-Stigler, Robert Šakić Trogrlić, Karina Reiter, Anne Sophie Daloz, David Geurts, Lin Ma, Noemi Padrón-Fumero, Sharon Tatman, Silvia Torresan, Carmen D Álvarez-Albelo and 17 more

Abstract readReview
In one paragraph

Review in iScience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

27 authors.

Stefan Hochrainer-StiglerAdvancing Systems Analysis Programme, International Institute for Applied System Analysis, 2361 Laxenburg, Austria.
Robert Šakić TrogrlićAdvancing Systems Analysis Programme, International Institute for Applied System Analysis, 2361 Laxenburg, Austria.
Karina ReiterAdvancing Systems Analysis Programme, International Institute for Applied System Analysis, 2361 Laxenburg, Austria.
Anne Sophie DalozCenter for International Climate Research (CICERO), 0349 Oslo, Norway.
David GeurtsDeltares, 2629 HV Delft, the Netherlands.
Lin MaCenter for International Climate Research (CICERO), 0349 Oslo, Norway.
Noemi Padrón-FumeroUniversity of La Laguna, La Laguna, 38200 Santa Cruz de Tenerife, Spain.
Sharon TatmanDeltares, 2629 HV Delft, the Netherlands.
Silvia TorresanVenice Ca' Foscari University, 30175 Venice, Italy.
Carmen D Álvarez-AlbeloUniversity of La Laguna, La Laguna, 38200 Santa Cruz de Tenerife, Spain.
Veronica CasartelliVenice Ca' Foscari University, 30175 Venice, Italy.
Roxana CiureanBritish Geological Survey, NG12 5GG Keyworth, UK.
Maria Katherina Dal BarcoVenice Ca' Foscari University, 30175 Venice, Italy.
Jaime Díaz-PachecoUniversity of La Laguna, La Laguna, 38200 Santa Cruz de Tenerife, Spain.
Juan José Díaz-HernándezUniversity of La Laguna, La Laguna, 38200 Santa Cruz de Tenerife, Spain.
Pedro Dorta AntequeraUniversity of La Laguna, La Laguna, 38200 Santa Cruz de Tenerife, Spain.
Melanie J DuncanBritish Geological Survey, NG12 5GG Keyworth, UK.
Davide Mauro FerrarioVenice Ca' Foscari University, 30175 Venice, Italy.
Sara García-GonzálezUniversity of La Laguna, La Laguna, 38200 Santa Cruz de Tenerife, Spain.
Stefania GottardoVenice Ca' Foscari University, 30175 Venice, Italy.
Raúl Hernández-MartínUniversity of La Laguna, La Laguna, 38200 Santa Cruz de Tenerife, Spain.
Abel López-DíezUniversity of La Laguna, La Laguna, 38200 Santa Cruz de Tenerife, Spain.
David Romero ManriqueUniversity of La Laguna, La Laguna, 38200 Santa Cruz de Tenerife, Spain.
Diep Ngoc NguyenVenice Ca' Foscari University, 30175 Venice, Italy.
Marleen C de RuiterInstitute for Environmental Studies (IVM), Vrije Universiteit Amsterdam, 1081 HV Amsterdam, the Netherlands.
Nikita StrelkovskiiAdvancing Systems Analysis Programme, International Institute for Applied System Analysis, 2361 Laxenburg, Austria.
Philip J WardDeltares, 2629 HV Delft, the Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Multi-hazard and multi-risk contexts are increasingly recognized as central to disaster risk reduction and climate adaptation. While there is a recognized need to move beyond single-hazard and single-sector approaches, practical frameworks for systemic multi-hazard and multi-risk assessment remain scarce. In response, the Horizon 2020 Multi-hazard and sYstemic framework for enhancing Risk-Informed mAnagement and Decision-making in the E.U. (MYRIAD-EU) project developed a conceptual framework grounded in systemic risk research and structured around a six-step iterative process. This paper critically reflects on its implementation across five European pilot regions. Using project deliverables, a survey, and a focus group, we assess the framework's strengths and limitations and distil lessons learned from both its development and its practical application. These lessons learned are that the framework provides a valuable roadmap for structuring complexity, fostering dialogue with stakeholders, and distinguishing direct from indirect risks. However, challenges remain regarding data, capacity, tool integration, and communication. We conclude with recommendations for improving usability, institutionalization, and long-term uptake.

Indexed as

Earth sciencesEnvironmental issuesEnvironmental science

Identifiers

PMID41797894
PMCPMC12961295

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.