花青素
偏最小二乘回归
高光谱成像
化学
园艺
叶绿素
决定系数
食品科学
藤蔓
光谱学
植物
分析化学(期刊)
数学
材料科学
色谱法
遥感
生物
统计
物理
量子力学
地质学
作者
Yoshio Makino,Aiko Isami,Takehiro Suhara,Kenjiro Goto,Seiichi Oshita,Yoshinori Kawagoe,Shinichiro Kuroki,Y. Aris Purwanto,Usman Ahmad,Sutrisno Sutrisno
出处
期刊:Food Science and Technology Research
[Karger Publishers]
日期:2015-01-01
卷期号:21 (1): 59-65
被引量:5
摘要
Internal and external qualities of mangoes during storage were evaluated by hyperspectral spectroscopy. Green mature mangoes were harvested in Okinawa Prefecture, Japan, and stored for 14 d at 27°C [relative humidity 90%]. Spectral reflectance (380 – 1000 nm), anthocyanin concentration, chlorophyll concentration in skin, and soluble solid content (SSC) in flesh were measured during storage. Anthocyanin concentration and SSC were nondestructively determined with correlation coefficients of 0.88 [root mean square error of cross validation (RMSECV) 2.96 mg·100 g f.w.−1] and 0.73 (RMSECV 0.98%), respectively, using partial least squares regression (PLSR) models. The proposed nondestructive method may be effective for evaluating internal and external qualities of mangoes simultaneously.
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