# Early detection of pine wilt disease in Pinus tabuliformis in North China using a field portable spectrometer and UAV-based hyperspectral imagery

> Research article (Forest Ecosystems, 2021) · cited 90× · AI/ML

**Wikidata**: [openalex:W3181349934](https://www.wikidata.org/wiki/openalex:W3181349934)  
**Source**: https://4ort.xyz/entity/early-detection-of-pine-wilt-disease-in-pinus-tabuliformis-in-north-china-using-a-field-portable-spectrometer-and-uav-ba