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Updated: Jan 11, 2026

Construction of Models for Nondestructive Prediction of Ingredient Contents in Blueberries by Near-infrared Spectroscopy Based on HPLC Measurements
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使用近红外光谱学 (NIRS) 和多式特征融合方法对中的活性成分进行定量预测

Zhicen Li1, Jinmiao Song1, Jiaxin Yang2

  • 1School of Software, Xinjiang University, Urumqi, 830011, Xinjiang, China.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy
|November 14, 2025
PubMed
概括

一种新方法将部分最小平方回归 (PLSR) 与BGCA (Bi-Mamba,GAF-CNN,CARS,KPCA) 结合起来,可以增强近红外光谱分析. 这种方法改善了卜中沙素和黄类的定量分析.

关键词:
活性成分 活性成分 有效成分功能提取 功能提取近红外光谱学近红外光谱学部分最小平方回归.定量分析是一种量化分析.卜是一种卜.

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