The vital ozone layer, situated in the Earth's stratosphere, plays a crucial role in shielding life from damaging ultraviolet (UV) radiation. Unfortunately, this protective shield has been undergoing a gradual reduction, a phenomenon commonly termed ozone layer depletion. This complex issue primarily arises from the discharge of man-made chemicals,