The application of drones has significantly improved the efficiency of forestry operations, increased the transport efficiency of seedlings in rugged terrain, reduced labor and costs, and minimized environmental impact. Furthermore, drones can provide efficient forest patrols (with wide coverage), advanced health monitoring (for early detection of pests and diseases), and real-time fire monitoring (enhancing rapid response and fire management).