Discrimination and Analysis of 10 Apple Varieties Using ATR-FTIR Spectroscopy Combined with Second Derivative Preprocessing, CNN and CNN-LSTM Models

MA Dian-xu, CAI Yan, YANG Hai-tao, SHAN Chang-ji, DU Guo-fang, LI Zhangyan, SHAN Yuqiong, CHEN jiu-fu

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Chinese Journal of Light Scattering ›› 2026, Vol. 38 ›› Issue (1) : 307-314. DOI: 10.13883/j.issn1004-5929.202601033

Discrimination and Analysis of 10 Apple Varieties Using ATR-FTIR Spectroscopy Combined with Second Derivative Preprocessing, CNN and CNN-LSTM Models

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{{article.zuoZheEn_L}}. {{article.title_en}}. {{journal.qiKanMingCheng_EN}}. 2026, 38(1): 307-314 https://doi.org/10.13883/j.issn1004-5929.202601033

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