The department of natural resources and the state parks and recreation commission shall fix a yearly reasonable rental for the use of public lands reserved for state park purposes, which shall be paid by the commission to the department for the particular fund for which the lands had been held in trust, and which rent shall be transmitted to the state treasurer for deposit in such fund.