It shall be unlawful for any person, firm or corporation to remove any timber from timbered lands, no portion of which is occupied for farming purposes by the owner thereof, or to remove any building or improvements from lands, upon which taxes are delinquent until the taxes thereon have been paid.

Any person violating the provisions of this section shall be guilty of a gross misdemeanor.