Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy
Rapid identification of adulteration in American ginseng powder using near-infrared spectroscopy combined with machine learning.
Dandan Zhai, Junjun Zhou, Jiayi Ma, Anqi Liu, Jinfeng Liu, Zibo Meng, Chenglong Qiu, Yu Yang, Nana Zhang, Peng Li
Published: 202510.1016/j.saa.2025.127409
Abstract
Rapid and reliable detection of adulteration in American ginseng (Panax quinquefolius L.) is essential for ensuring product integrity and safeguarding consumer health, as the powder is frequently adulterated with low-cost herbal substitutes. This stu…
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