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Rapid determination of fructooligosaccharide in solar-dried banana syrup by using near-infrared spectroscopy
- Source :
- Journal of Food Measurement and Characterization. 15:3397-3407
- Publication Year :
- 2021
- Publisher :
- Springer Science and Business Media LLC, 2021.
-
Abstract
- The transformation of value-added solar-dried banana to banana syrup, which contains very high levels of fructooligosaccharides (FOS), is attractive. It has promising economic potential for the nutraceutical and functional food industry. In this study, the near-infrared (NIR) spectroscopy was used for the detection of 1-kestose (GF2), nystose (GF3), 1F-fructofuranosylnystose (GF4), and total FOS in solar-dried banana syrup in the spectral region of 4000–12,000 cm−1. Partial Least Squares (PLS) were applied to build the regression models. Considering the highest coefficient of determination (R2) and the lowest root mean square error (RMSE) of prediction, the prediction model of GF2 and GF3 yielded the greatest when original spectra at the optimization wavelength region was used. At the same time, the SNV procedure exhibited the best for the prediction model of GF4 and total FOS. Therefore, NIR spectroscopy with the PLS technique can be suitably applied for the rapid detection of FOS in solar-dried banana syrup.
- Subjects :
- Coefficient of determination
Materials science
General Chemical Engineering
Fructooligosaccharide
010401 analytical chemistry
Near-infrared spectroscopy
04 agricultural and veterinary sciences
040401 food science
01 natural sciences
Rapid detection
Industrial and Manufacturing Engineering
0104 chemical sciences
Dried banana
0404 agricultural biotechnology
Partial least squares regression
Food science
Safety, Risk, Reliability and Quality
Spectroscopy
Economic potential
Food Science
Subjects
Details
- ISSN :
- 21934134 and 21934126
- Volume :
- 15
- Database :
- OpenAIRE
- Journal :
- Journal of Food Measurement and Characterization
- Accession number :
- edsair.doi...........654657b0150e6d5e6d8bfa408ac073f6
- Full Text :
- https://doi.org/10.1007/s11694-021-00911-z