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Nondestructive measurement of internal quality of Nanfeng mandarin fruit by charge coupled device near infrared spectroscopy

机译:电荷耦合装置近红外光谱技术无损检测南丰柑的内部质量

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摘要

The soluble solids content (SSC) and total acidity (TA) are the major characteristics for assessing quality and maturity of Nanfeng mandarin fruits. The feasibility of charge coupled device near infrared spectroscopy (CCD-NIRS) combining with effective wavelengths selection algorithm used to measure SSC and TA nondestructively was investigated. The effective wavelengths to SSC and TA were chosen by interval partial least squares (iPLS) in the wavelength range of 600-980nm. The predictive ability of SSC model used PLS regression was improved with r of 0.92 and RMSEP of 0.65pBrix using effective wavelengths of 681.36-740.51nm, 798.60-836.19nm and 945.52-962.75nm. The TA model was simplified with r of 0.64 and RMSEP of 0.09% using effective wavelengths of 817.57-836.19nm, 909.85-927.60nm and 945.52-962.75nm. The experimental results demonstrated that the CCD-NIRS technique combining with iPLS algorithm was a feasible method to measure SSC and TA of Nanfeng mandarin fruits nondestructively.
机译:可溶性固形物含量(SSC)和总酸度(TA)是评估南丰国语果实品质和成熟度的主要特征。研究了电荷耦合器件近红外光谱(CCD-NIRS)结合有效波长选择算法无损测量SSC和TA的可行性。 SSC和TA的有效波长是通过在600-980nm波长范围内的间隔最小二乘法(iPLS)选择的。使用有效波长为681.36-740.51nm,798.60-836.19nm和945.52-962.75nm时,采用PLS回归的SSC模型的预测能力得到了改善,r值为0.92,RMSEP为0.65pBrix。使用有效波长817.57-836.19nm,909.85-927.60nm和945.52-962.75nm,将TA模型简化为r为0.64,RMSEP为0.09%。实验结果表明,CCD-NIRS技术与iPLS算法相结合是一种无损检测南丰柑的SSC和TA的可行方法。

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