County-level flood risk visualisation, built from this project's trained models. Select a season to see how predicted risk shifts across the year.
How to read this: risk values are real predicted probabilities from the trained XGBoost model, generated per county and season using each county's average rainfall and historical flood rate for a representative year. Since rainfall was averaged across the full year rather than matched to the specific season, treat this as an illustrative extrapolation of the model's behaviour rather than an operational forecast, a genuine live version would need season-specific rainfall inputs.
Lower risk (relative to this season)Higher risk (relative to this season)