A nonconforming building or structure, or a nonconforming use of a building, structure or land, which has been abandoned, or which has not been used for more than a period of two years shall not be resumed, provided that where the nonconforming use is agriculture, horticulture or floriculture, non-use shall not constitute abandonment under this bylaw, and the nonconforming use may otherwise be resumed, unless such non-use was maintained for a period of more than five years.