Rethinking digital twin: Introducing digital risk twin for disaster risk management

Abstract The digital risk twin (DRT) adapts digital twin (DT) for disaster risk management (DRM) by integrating automated and manual data collection methods, such as IoT, remote sensing, surveys and field observations, while incorporating human-in-the-loop decision-making for flexible and effective interventions, maintaining real-time virtual simulations, and addressing disaster scenario challenges.