Keywords: EA; East Anglia (extreme region); ES; East Scotland (extreme region); FOR; Forth (extreme region); GLM; Generalized Linear Model; GAM; Generalized Additive Model; HUM; Humber (extreme region); MSLP; Mean Sea Level Pressure; MW; Mid Wales (extreme region);