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Comparison of Reflectance and Interactance Modes of Visible and Near-Infrared Spectroscopy for Predicting Persimmon Fruit Quality
被引:12
|作者:
Hemrattrakun, Phuangphet
[1
,2
]
Nakano, Kazuhiro
[1
]
Boonyakiat, Danai
[2
,3
]
Ohashi, Shintaroh
[1
]
Maniwara, Phonkrit
[4
]
Theanjumpol, Parichat
[3
,4
]
Seehanam, Pimjai
[2
]
机构:
[1] Niigata Univ, Grad Sch Sci & Technol, 2-8050 Ikarashi, Niigata 9502181, Japan
[2] Chiang Mai Univ, Dept Plant & Soil Sci, Fac Agr, Chiang Mai 50200, Thailand
[3] Minist Higher Educ Sci Res & Innovat, Postharvest Technol Innovat Ctr, Bangkok 10400, Thailand
[4] Chiang Mai Univ, Postharvest Technol Res Ctr, Fac Agr, Chiang Mai 50200, Thailand
关键词:
Ascorbic acid;
Chemometrics;
Diospyros kaki;
Firmness;
Nondestructive measurement;
Spectral pretreatment;
INTERNAL QUALITY;
NIR SPECTROSCOPY;
ASTRINGENCY;
PARAMETERS;
FIRMNESS;
COLOR;
D O I:
10.1007/s12161-020-01853-w
中图分类号:
TS2 [食品工业];
学科分类号:
0832 ;
摘要:
The principal aim of this work was to compare the ability of measurement technique among interactance and reflectance in predicting soluble solids content (SSC), ascorbic acid (ASC) and firmness of intact persimmon fruit by using visible/short-wave near-infrared (Vis/SWNIR) spectroscopy. Calibration models were developed by partial least square (PLS) regression that related near-infrared (NIR) spectra to reference values. The root mean square errors of calibration (RMSEC), the root mean square errors of prediction (RMSEP), the correlation coefficients of calibration (Rcal) and prediction (Rval) and the ratio of performance to deviation (RPD) were used to consider the model accuracy. The PLS models from interactance showed satisfactory performance, providing better prediction results than reflectance technique in all parameters. ASC and firmness presented the best calibration models. ASC, Rval = 0.92, RMSEP = 5.56 (mg kg(-1)FW) and RPD = 2.54 were attained when using orthogonal signal correction (OSC) pretreatment. Firmness, Rval = 0.89, RMSEP = 4.21 N and RPD = 2.14 were also achieved using OSC pretreatment. These findings highlighted the potential of Vis/SWNIR spectroscopy with the multivariate calibration technique to be applied for evaluating ASC and firmness of fresh persimmon fruit.
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页码:117 / 126
页数:10
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