Urban Flood Prediction Models Using GIS and Machine Learning
A flood prediction framework that integrates Geographic Information Systems (GIS) with Machine Learning (ML) and results indicate that hybrid GIS-ML models outperform traditional approaches by effectively capturing non-linear relationships between hydrometeorological and urban factors.