Paolo Gardoni

Real-Time, Crowdsourcing-Enhanced Forecasting of Building Functionality During Urban Floods

2026 · Computer-Aided Civil and Infrastructure Engineering

Urban flood emergency response increasingly relies on infrastructure impact forecasts rather than hazard variables alone. However, real-time predictions are unreliable due to biased rainfall, incomplete flood knowledge, and sparse observations. Conventional open-loop forecasting propagates impacts …