Dog afraid of storms

I have 2 dogs afraid of storms. My daschound is terrified and runs under the bed if my husband isn't home otherwise she's in his arms the whole time and believe it or not my pit bull runs and hides in our pantry at the first sign of a storm usually when the rain starts to hit the sky light he's gone until it's over.