# Early detection of pine shoot beetle attack using vertical profile of plant traits through UAV-based hyperspectral, thermal, and lidar data fusion

> Research article (International Journal of Applied Earth Observation and Geoinformation, 2023) · cited 21× · AI/ML

**Wikidata**: [openalex:W4388449069](https://www.wikidata.org/wiki/openalex:W4388449069)  
**Source**: https://4ort.xyz/entity/early-detection-of-pine-shoot-beetle-attack-using-vertical-profile-of-plant-traits-through-uav-based-hyperspectral-therm