Any owner of land listed as commercial forest plantation desiring to withdraw said land from operation of this chapter shall make written application to the Department of Agriculture for such withdrawal. Such application shall be granted only upon evidence that the owner has paid to the county treasurer the amount of tax due on said land as determined by the county board of assessment. The board of assessment shall determine the average value per year of the lands, notwithstanding Chapter 83 of Title 9, during the current period of exemption from taxation and, further, shall determine the amount of tax due on the lands calculated according to the several yearly tax rates at the average valuation. Upon presentation to the Department of Agriculture of the application as provided in this section, the Department of Agriculture shall at once notify the county board of assessment of such action and thereupon the property described in the application shall be removed from classification and thereafter taxed as other property.