Sweet myrrh is a resin collected from the Commiphora holtziana tree. This tree grows widely and naturally in Somalia, Ethiopia and in Kenya. Commiphora, in particular produces the sensual smelling myrrh, making it a sought-after commodity for the crafting of incense, perfumes and fragrances.