Acid rain is infact cocktail of mainly H2SO4 and HNO3 where the ratio of these two may vary depending upon the relative quantities of oxies of sulphur and nitrogen emitted.
Every source of energy that we use-be it coal fuel, wood or petroleum products has sulphur and nitrogen. These two elements, when burnt in atmospheric oxygen are converted into their respective oxides which are highly soluble in water.