I have two sighthounds and a balding terrier. Wind we deal with wind with coats if necessary. Rain - ditto. Gale forces winds and severe rain, um, no we stay indoors.
Poor puppy locked himself in the yard in the wee hours - que frantic howling and scrabling at the door until someone woke up to rescue him. He thinks he's had enough excitement for one day and is laying quietly in bed for the first time ever in his life 
I think I am going to stick to indoor training for today to keep them quiet. Maybe a short walk later of the wind or rain or both die down. Anyone else house bound today?