2007
DOI: 10.1016/j.postharvbio.2007.01.008
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Calibration transfer between NIR diode array and FT-NIR spectrophotometers for measuring the soluble solids contents of apple

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Cited by 61 publications
(38 citation statements)
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“…Therefore, a calibration model is required to establish the relationship between the component of interest and the spectrum. In fact, a combination of near infrared spectroscopy and calibration model has been successfully implemented in non-destructive SSC assessment of various fruits such as apple (Ventura et al, 1998;Peirs et al, 2003;Liu and Ying, 2004;Alamar et al, 2007;Peng and Lu, 2007;Zou et al, 2007;Fan et al, 2009;Zhu et al, 2009), citrus (Lu et al, 2006;Zude et al, 2008), loquat (Fu et al, 2009) mango He, 2009), mangosteen (Teerachaichayut et al, 2007), melon (Long, 2005;Tian et al, 2007), and pineapple (Pathaveerat et al, 2008).…”
Section: Introductionmentioning
confidence: 99%
See 1 more Smart Citation
“…Therefore, a calibration model is required to establish the relationship between the component of interest and the spectrum. In fact, a combination of near infrared spectroscopy and calibration model has been successfully implemented in non-destructive SSC assessment of various fruits such as apple (Ventura et al, 1998;Peirs et al, 2003;Liu and Ying, 2004;Alamar et al, 2007;Peng and Lu, 2007;Zou et al, 2007;Fan et al, 2009;Zhu et al, 2009), citrus (Lu et al, 2006;Zude et al, 2008), loquat (Fu et al, 2009) mango He, 2009), mangosteen (Teerachaichayut et al, 2007), melon (Long, 2005;Tian et al, 2007), and pineapple (Pathaveerat et al, 2008).…”
Section: Introductionmentioning
confidence: 99%
“…Recently, numerous studies have been published concerning the use of linear models [e.g., multiple linear regression (MLR) (Ventura et al, 1998;Peng and Lu, 2007;Jha and Garg, 2010) and partial least square (PLS) (Peirs et al, 2003;Xing et al, 2005;Alamar et al, 2007;Zou et al, 2007;Fan et al, 2009;Zhao et al, 2009;Zhu et al, 2009;Jha and Garg, 2010)] for the internal quality measurement of apples, using spectroscopic technology. However, the implementation of nonlinear models [e.g., least squares support vector machine (LS-SVM) and least squares support vector regression (LS-SVR) (Liu et al, 2010)] has been reported to be better than that of linear models (e.g., PLS).…”
Section: Introductionmentioning
confidence: 99%
“…A calibration model transfer for soluble solids contents of apple from a Fourier transform based spectrophotometer to a diode array (DA) spectrophotometer was tested working well, obtaining root mean squared error of prediction (RMSEP) of 0.85°Brix on a data set of 477 Jonagored apples. The necessity of calibration transfer procedures between two DA spectrophotometers of the same type and model had also been found [43].…”
Section: Quantitative Analysismentioning
confidence: 99%
“…The same authors obtained similar results for the SSC of mandarin with RMSEPs of around 0.3°Brix. 49 Alamar et al 50 applied the PDS algorithm for calibration transfer between a diode array and a Fourier transform near-infrared (FT-NIR) system as well as between two diode array systems of the same model for predicting SSC of apple. They obtained an RMSEP of around 0.7°Brix after PDS.…”
Section: Calibration Transfermentioning
confidence: 99%