Spectroscopy and Spectral Analysis, Volume. 44, Issue 7, 1905(2024)

Prediction of Soluble Solid Contents in Apples Using Vis-NIRS and Functional Linear Regression Model

HUANG Hua1... LIU Ya2, MA Yi-hang1, XIANG Si-han1, HE Jia-ning1, WANG Shi-ting1 and GUO Jun-xian3,* |Show fewer author(s)
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    References(23)

    [1] [1] Pavlina D D, Georgios P. Scientia Horticulturae,2011,129(4):752.

    [2] [2] Patricia P, María-Teresa S, Dolores P,et al. Computers and Electronics in Agriculture,2009,69(1):24.

    [3] [3] Ma T,Xia Y,Inagaki T,et al. Postharvest Biology and Technology,2021,173: 111417.

    [4] [4] Ma T,Zhao J,Inagaki T,et al. Postharvest Biology and Technology,2022, 186:111841.

    [5] [5] Maii M N,Wang S, Mohamed A F. Trends in Food Science & Technology, 2022,123:290.

    [6] [6] Olga M, Nils K A, Svein H K,et al. Postharvest Biology and Technology, 2021,180:111620.

    [9] [9] Wang F, Zhao Y, Zheng J, et al. Computers and Electronics in Agriculture,2021,191:106492.

    [11] [11] Guo Z, Wang M,Agyekum A A,et al. Journal of Food Engineering, 2020,279:109955.

    [12] [12] Zhao X, Zhao X, Huang M. Chemometrics and Intelligent Laboratory Systems,2021,217:104426.

    [13] [13] Xia Y,Fan S, Li J,et al. Chemometrics and Intelligent Laboratory Systems,2020,201:104017.

    [14] [14] Zhang D,Xu Y, Huang W,et al. Infrared Physics & Technology,2019,98:297.

    [15] [15] Zhang M, Zhang B, Li H,et al. Infrared Physics & Technology,2020, 111:103529.

    [16] [16] Lee A,Shim J,Kim B,et al. Journal of Food Engineering,2022,321:110945.

    [17] [17] Huang Y, Wang J, Li N,et al. Pattern Recognition Letters,2021,151:76.

    [18] [18] Bai Y, Xiong Y, Huang J,et al. Postharvest Biology and Technology,2019, 156:110943.

    [19] [19] Tian X, Fan S, Li J,et al.Biosystems Engineering,2020,197:64.

    [20] [20] Ramsay J O,Silverman B W. Functional Data Analysis, 2nd ed.,New York:Springer, 2006.

    [21] [21] Reiss P T,Ogden R T. Journal of the American Statistical Association,2007, 102(479):984.

    [22] [22] Goldsmith J, Bobb J, Crainiceanu C,et al. Journal of Computational and Graphical Statistics, 2011,20(4):830.

    [23] [23] Goldsmith J, Crainiceanu C, Caffo B,et al. Journal of the Royal Statistical Society Series C:Applied Statistics,2012, 61(3): 453.

    [24] [24] Febrero-Bande M, Oviedo de la Fuente M. Journal of Statistical Software,2012, 51(4):1.

    [25] [25] McLean M W, Hooker G, Staicu A M,et al. Journal of Computational and Graphical Statistics,2014,23:249.

    [26] [26] Brockhaus S, Scheipl F, Hothorn T, et al. Statistical Modelling, 2015,15: 279.

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    HUANG Hua, LIU Ya, MA Yi-hang, XIANG Si-han, HE Jia-ning, WANG Shi-ting, GUO Jun-xian. Prediction of Soluble Solid Contents in Apples Using Vis-NIRS and Functional Linear Regression Model[J]. Spectroscopy and Spectral Analysis, 2024, 44(7): 1905

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    Paper Information

    Received: Apr. 1, 2023

    Accepted: --

    Published Online: Aug. 28, 2024

    The Author Email: Jun-xian GUO (junxianguo@163.com)

    DOI:10.3964/j.issn.1000-0593(2024)07-1905-08

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