Gang Chen, Mengquan Wu, Longxing Liu, Shikuan Wang, Xiang Wang, Xuqing Zhang, Jinyi Lv, Yijie Tang, Bowen Liu, Hongyu Kan, Yuying Ran, Huining Lai. "A lightweight improved YOLOv8 method for intelligent detection of pine wilt disease." Scientific Reports, 2025. doi:10.1038/s41598-025-24854-3