Introduction Severe rainfall warnings have recently been issued across several regions of the United Kingdom, highlighting the increasing frequency of extreme weather events. As climate change continues to affect weather patterns, the significance of these warnings cannot be overstated. They serve as critical alerts for local authorities and residents, aiming to mitigate potential flood risks