Detection of Pine Shoot Beetle (PSB) Stress on Pine Forests at Individual Tree Level using UAV-Based Hyperspectral Imagery and Lidar - Lin, Qinan; Huang, Huaguo; Wang, Jingxu; Huang, Kan; Liu, Yangyang (Remote sensing (Basel, Switzerland), 2019)
Keywords: Airborne sensing; Algorithms; Beetles; China; Chlorophyll; Coniferous forests; Damage assessment; data collection; Data integration; Dead wood; forest health; Forests; Health promotion; hyperspectral imagery; Hyperspectral imaging; Insects; Lasers; leaf chlorophyll content; Lidar; Mapping; monitoring; Pest outbreaks; Pine; pine shoot beetles; Pinus yunnanensis; Radiative transfer; random forest; Remote sensing; Shadows; shoot damage ratio; Three dimensional models; Tomicus; tree crown; Trees; unmanned aerial vehicles; Urban areas; China