# Advancing Precision Agriculture and Forestry: Multi-Source Spectral Sensing, Feature Fusion, and Machine Learning

**Authors:** Youzhen Xiang, Zhiying Liu

PMC · DOI: 10.3390/plants15010003 · Plants · 2025-12-19

## Full-text entities

- **Diseases:** injury to (MESH:D014947)
- **Chemicals:** MOF (MESH:C037042), WA-CDs@MIL-101 (-), anthocyanin (MESH:D000872), phosphorus (MESH:D010758), nitrogen (MESH:D009584)
- **Species:** Powellomyces sp. EA (species) [taxon 252690], Homo sapiens (human, species) [taxon 9606], Bursaphelenchus xylophilus (pine wilt nematode, species) [taxon 6326], Panax notoginseng (notoginseng, species) [taxon 44586], Oryza sativa (Asian cultivated rice, species) [taxon 4530]

## Full text

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## References

16 references — full list in the complete paper: https://tomesphere.com/paper/PMC12787347/full.md

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Source: https://tomesphere.com/paper/PMC12787347