Damage types and % Modifiers?

If i have a skill like elemental nova that has like say cold and lightning tag, i get both +10 to lightning and +10 cold damage. If i add +100% cold damage, will that apply to the skill in general or only the base and the +10 cold damage?

Lightning damage is not cold damage, so no, an increase to cold damage would not increase it.