# A combined approach for early in-field detection of beech leaf disease using near-infrared spectroscopy and machine learning

> Research article (Frontiers in Forests and Global Change, 2022) · cited 20× · AI/ML

**Wikidata**: [openalex:W4286471950](https://www.wikidata.org/wiki/openalex:W4286471950)  
**Source**: https://4ort.xyz/entity/a-combined-approach-for-early-in-field-detection-of-beech-leaf-disease-using-near-infrared-spectroscopy-and-machine-lear