Non-destructive origin and ginsenoside analysis of American ginseng via NIR and deep learning

作者：Peng Li, Siqi Wang, Lin Yu, Anqi Liu, Dandan Zhai, Zhiqing Yang, Zhiqing Yang, Qin Yao, Yang Yu · 发表于：Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy · 年份：2025 · DOI：10.1016/j.saa.2025.125913 · 被引用次数：24 · 研究领域：Ginseng Biological Effects and Applications、Agriculture, Soil, Plant Science、Food Quality and Safety Studies