Literature DB >> 31686677

Evidence on the discrimination of quinoa grains with a combination of FT-MIR and FT-NIR spectroscopy.

Silvio D Rodríguez1,2, M P López-Fernández1,2, S Maldonado1,2, M P Buera1.   

Abstract

Quinoa is considered as a valuable re-emergent crop due to its nutritional composition. In this study, five quinoa grains from different geographical origin (Real, CHEN 252, Regalona, BO25 and UDc9) were discriminated using a combination of FT-MIR and FT-NIR spectra as input for principal component analysis (PCA), cluster analysis (CA) and soft independent modelling class analogy (SIMCA). The results obtained from PCA and CA show a great power of discrimination, with an average silhouette width value of 0.96. Moreover, SIMCA showed an error rate and accuracy values of 0 and 1 respectively with only 4% misclassified samples. A relationship between each principal component and the most important variables for the discrimination were mainly due to vibrations of several oleofins groups (C-H, C-H2, C-H3), alkene group (-CH=CH-), hydroxyl group (O-H) and Amides I and II vibrational modes. © Association of Food Scientists & Technologists (India) 2019.

Entities:  

Keywords:  Chemometric methods; Infrared spectroscopy; Near infrared spectroscopy; Quinoa grains

Year:  2019        PMID: 31686677      PMCID: PMC6801269          DOI: 10.1007/s13197-019-03948-7

Source DB:  PubMed          Journal:  J Food Sci Technol        ISSN: 0022-1155            Impact factor:   2.701


  12 in total

1.  Fast classification and compositional analysis of cornstover fractions using Fourier transform near-infrared techniques.

Authors:  X Philip Ye; Lu Liu; Douglas Hayes; Alvin Womac; Kunlun Hong; Shahab Sokhansanj
Journal:  Bioresour Technol       Date:  2008-02-04       Impact factor: 9.642

Review 2.  Infrared spectroscopy of proteins.

Authors:  Andreas Barth
Journal:  Biochim Biophys Acta       Date:  2007-06-28

3.  Physico-chemical, nutritional and infrared spectroscopy evaluation of an optimized soybean/corn flour extrudate.

Authors:  Fabiola Araceli Guzmán-Ortiz; Humberto Hernández-Sánchez; Hernani Yee-Madeira; Eduardo San Martín-Martínez; María Del Carmen Robles-Ramírez; Marlon Rojas-López; Jose De J Berríos; Rosalva Mora-Escobedo
Journal:  J Food Sci Technol       Date:  2014-08-06       Impact factor: 2.701

4.  Chemical characteristics and mineral composition of quinoa by near-infrared spectroscopy.

Authors:  M Inmaculada González Martín; Guillermo Wells Moncada; Susana Fischer; Olga Escuredo
Journal:  J Sci Food Agric       Date:  2013-08-22       Impact factor: 3.638

5.  Physical features, phenolic compounds, betalains and total antioxidant capacity of coloured quinoa seeds (Chenopodium quinoa Willd.) from Peruvian Altiplano.

Authors:  Fatima Abderrahim; Elizabeth Huanatico; Roger Segura; Silvia Arribas; M Carmen Gonzalez; Luis Condezo-Hoyos
Journal:  Food Chem       Date:  2015-03-17       Impact factor: 7.514

6.  Near-infrared (NIR) prediction of trans-fatty acids in ground cereal foods.

Authors:  Yookyung Kim; Sandra E Kays
Journal:  J Agric Food Chem       Date:  2009-09-23       Impact factor: 5.279

7.  Characterisation of phenolics, betanins and antioxidant activities in seeds of three Chenopodium quinoa Willd. genotypes.

Authors:  Yao Tang; Xihong Li; Bing Zhang; Peter X Chen; Ronghua Liu; Rong Tsao
Journal:  Food Chem       Date:  2014-06-14       Impact factor: 7.514

8.  Infrared spectroscopy as a tool to characterise starch ordered structure--a joint FTIR-ATR, NMR, XRD and DSC study.

Authors:  Frederick J Warren; Michael J Gidley; Bernadine M Flanagan
Journal:  Carbohydr Polym       Date:  2015-12-02       Impact factor: 9.381

9.  Characterization of irradiated starches by using FT-Raman and FTIR spectroscopy.

Authors:  Ramazan Kizil; Joseph Irudayaraj; Koushik Seetharaman
Journal:  J Agric Food Chem       Date:  2002-07-03       Impact factor: 5.279

10.  Application of NIR and MIR spectroscopy for rapid determination of antioxidant activity of Radix Scutellariae from different geographical regions.

Authors:  Hua Li; Jingxia He; Fajie Li; Zhijie Zhang; Raorao Li; Jianchun Su; Jidan Zhang; Bin Yang
Journal:  Phytochem Anal       Date:  2015-11-18       Impact factor: 3.373

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