It depends, if we are talking about a supercharged storm with thunders every few seconds, then yes. The reason? Well, if a thunder hits a nearby pylon, your UPS etc. won't matter, depending on luck - anything in a socket can and WILL get toasted. It happened, twice.
So don't be a silly impatient goose, unplug your baby and play some cards.