Related Experiment Video
Updated: Mar 31, 2026

An R-Based Landscape Validation of a Competing Risk Model
Published on: September 16, 2022
Workshop report-Vulnerability in multi-hazard risks: Addressing its complexity and dynamics
Alexandre Pereira Santos1, Silvia De Angeli2, Franziska Stefanie Hanf3,4
1Department of Geography, Ludwig-Maximilians-Universität München, Munich, Germany.
None:
In November 2025, an interdisciplinary group of vulnerability researchers met in Munich and identified three challenge-opportunity clusters: first, overcoming epistemological divides to enable meaningful interdisciplinary integration. Second, the interoperability of data, methods, and evidence can strengthen robustness and policy relevance. Third, vulnerability assessments must adopt fit-for-purpose levels of complexity that preserve local context while enabling cross-scalar translation. This backstory is a call-to-action to accelerate the transition of the field toward robust, policy-salient, and socially legitimate integrative and interdisciplinary research.
Related Concept Videos
Design Example: Analyzing Capacity Contours for Flood Risk Assessment
Hazard Rate
Strategies for Assessing and Addressing Confounding
Confounding can be addressed at both the design phase of a study and through analytical methods after data...
Applications of GIS: Disaster Management and Emergency Response
Hazard Ratio
For example, in a clinical trial...
Causality in Epidemiology
