Urban Flood Warning Dataset

This dataset provides 100 event-level meteorological forecast and urban flood warning records for text-driven urban flood risk prediction. It includes rainstorm, typhoon, and storm surge events, with risk labels from 0 to 4 and a 6:2:2 split for training, validation, and testing. The dataset is intended for developing and evaluating early-warning models under small-sample and incomplete meteorological information conditions.