Sahih Muslim Book 4, Hadith Number 1962.

Chapter : (Prayer for) protection (of Allah) when there is a windstorm. or (terribly dark) cloud, and feeling joy when there is a rainfall.

‘Ata’ b. Rabah reported on the authority of ‘Aisha, the wife of the Apostle of Allah (way peace be upon him), who said: Whenever the wind was stormy, the Apostle of Allah (may peace be upon him) used to say: O Allah ! I ask Thee for what is good in it, and the good which it contains, and the good of that which it was sent for. I seek refuge with Thee from what is evil in it, what evil it contains, and the evil of that what it was sent for; and when there was a thunder and lightning in the sky, his colour underwent a change, and he went out and in, backwards and forwards; and when the rain came, he felt relieved, and I noticed that (the sign of relief) on his face. ‘Aisha asked him (about it) and he said: It may be as the people of ‘Ad said: When they saw a cloud formation coming to their valley they said: “It is a cloud which would give us rain” (Qur’an, xlvi. 24).