In any residence district, any nonconforming use of open land, including such uses as a parking lot, trailer, junkyard or open storage yard for materials or equipment, may be continued for three years after the effective date of this chapter, provided that after the expiration of that period, such nonconforming use shall be terminated. This does not apply to used-car lots operated in conjunction with a new car dealership.