Payment of the license fee as provided in this section by the lessee of any leasehold interest in state-owned property leased from the director of the state historical society or the director of the parks and recreation department is a payment in lieu of all ad valorem taxes on the leasehold interest or any associated building or other improvement if the lessee uses the property, building, or other improvement primarily for tourism or concession purposes. The director of the state historical society or the director of the parks and recreation department shall establish the license fee at an annual amount not less than one dollar and not more than one percent of the gross receipts from the tourism or concession enterprise. The lessee shall pay the license fee to the treasurer of the county in which the tourism or concession enterprise is located and all fees received under this section must be deposited in the county general fund. The lease must indicate that the director of the state historical society or the director of the parks and recreation department approves use of the property primarily for tourism or concession purposes and intends the license fee paid by the lessee to be in lieu of ad valorem taxes.