Spectroscopy and Spectral Analysis, Volume. 45, Issue 8, 2326(2025)

Hyperspectral Estimation of Soluble Solids Content in Winter Jujube Based on LSTM-TE Model

LIU Ao-ran1,2, MENG Xi2, LIU Zhi-guo2, SONG Yu-fei2、*, ZHAO Xue-man2, and ZHI Dan-ning2
Author Affiliations
  • 1School of College of Computer and Cyber Security, Hebei Normal University, Hebei Provincial Key Laboratory of Network & Information Security, Hebei Provincial Engineering Research Center for Supply Chain Big Data Analytics & Data Security, Shijiazhuang 050024, China
  • 2School of Future Information Technology, Shijiazhuang University, Hebei Key Laboratory of WoT Blockchain Integration, Shijiazhuang 050035, China
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    References(11)

    [3] [3] Zhang D Y, Xu Y F, Huang W Q, et al. Infrared Physics &Technology, 2019, 98: 297.

    [5] [5] Guo Z M, Wang M M, Agyekum A A, et al. Journal of Food Engineering, 2020, 279: 109955.

    [6] [6] Kim M J, Yu W H, Song D J, et al. Sensors, 2024, 24: 1512.

    [7] [7] Yang B, Gao Y, Yan Q, et al. Sensors, 2020, 20: 5021.

    [8] [8] Yang J, Xu J, Zhang X, et al. Analytica Chimica Acta, 2019, 1081: 6.

    [9] [9] Furbank R T, Silva-Perez V, Evans J R, et al. Plant Methods, 2021, 17(1): 108.

    [10] [10] LeCun Y, Bengio Y,Hinton G. Nature, 2015, 521: 436.

    [11] [11] Sun Z Z, Tian H, Hu D, et al. Food Chemistry, 2025, 464:141488.

    [12] [12] Yu X J, Lu H D, Wu D. Postharvest Biology and Technology, 2018, 141: 39.

    [13] [13] Qi H, Li H, Chen L, et al. Foods, 2024, 13: 251.

    [17] [17] Yang Z F, Xiao H, Zhang L, et al. Analytical Methods, 2019, 11(31): 3936.

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    LIU Ao-ran, MENG Xi, LIU Zhi-guo, SONG Yu-fei, ZHAO Xue-man, ZHI Dan-ning. Hyperspectral Estimation of Soluble Solids Content in Winter Jujube Based on LSTM-TE Model[J]. Spectroscopy and Spectral Analysis, 2025, 45(8): 2326

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    Paper Information

    Received: Jan. 13, 2025

    Accepted: Sep. 5, 2025

    Published Online: Sep. 5, 2025

    The Author Email: SONG Yu-fei (songyufei0311@163.com)

    DOI:10.3964/j.issn.1000-0593(2025)08-2326-09

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