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Application of DRIFT-FTIR spectroscopy for quantitative prediction of simple sugars in two local and two Floridian mango (Mangifera indica L.) cultivars in Kenya
- Source :
- Journal of Analytical Science and Technology, Vol 8, Iss 1, Pp 1-13 (2017)
- Publication Year :
- 2017
- Publisher :
- SpringerOpen, 2017.
-
Abstract
- Abstract Background Mangoes are fruits of nutritional importance in Kenya. The fruits vary in their sugars depending on cultivar type and ripening stage. Current methods of sugar content analysis are based on HPLC methods, which are accurate but expensive and time-consuming. We evaluated the potential of diffuse reflectance infrared Fourier transform (DRIFT) spectroscopy as a rapid tool for quantitative prediction of fructose and glucose sugars in the pulp of Kenyan mangoes. Methods Principal component analysis and partial least regression models were developed using the first derivative DRIFT spectra (400–4000 cm−1) to predict fructose and glucose sugars. A factorial analysis of variance compared effects of site (three locations), cultivar type (four cultivars), fruit position (inside/outside), and their interactions on fructose and glucose contents. Results The principal component analysis scores plot using components 1 and 2 explained 75 and 8% of the variance, respectively, with no clear grouping either by sites or cultivars. The PLS range for glucose was R 2 = 0.80, SECV = 0.55, and RPD = 11.52 and fructose R 2 = 0.70, SECV = 0.28, and RPD = 11.52. Site (F (2, 265) = 18.12, p 0.05. In general, fruits outside the canopy had higher fructose and glucose contents than those within the canopy. Conclusions DRIFTS coupled with chemometric techniques showed potential for prediction of fructose and glucose contents of mango fruits.
Details
- Language :
- English
- ISSN :
- 20933371
- Volume :
- 8
- Issue :
- 1
- Database :
- Directory of Open Access Journals
- Journal :
- Journal of Analytical Science and Technology
- Publication Type :
- Academic Journal
- Accession number :
- edsdoj.9be7f9b120564147ae65f8bdfc3c06cb
- Document Type :
- article
- Full Text :
- https://doi.org/10.1186/s40543-017-0130-0