Introduction As the temperatures drop and winter settles in, the UK has been experiencing a series of severe cold spells, leading to widespread winter weather warnings issued by the Met Office. These warnings are essential for public safety, as they inform citizens of potential hazards such as snow, ice and extreme freezing conditions. Understanding these