Welcome to YT. So glad you could join us, and maybe post some beautiful snow pictures with your dog, especially those of us that never get snow.
We don't get many storms and we very, very (maybe every few YEARS) rarely see lightning or hear thunder. Once when we did have thunder and lightning, they barked at that.
