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基于近红外光谱技术的葡萄酒葡萄成熟度分类:采用SG-SFLA-Transformer模型
本研究通过结合Savitzky-Golay平滑、Shuffled Frog Leaping Algorithm特征波长选择及Transformer模型,构建了赤霞珠葡萄酒葡萄成熟度高精度分类框架。基于360个样本的近红外光谱(1100-1400 nm、1770-1857 nm、1910-2050 nm)和物化参数(SSC、TA),经多预处理方法筛选最优组合,采用 ...
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