Review of NIR spectroscopy methods for nondestructive quality analysis of oilseeds and edible oils
Tài liệu tham khảo
Abdull Rani, 2013, Application of near infrared spectroscopy for assessment of free fatty acid in palm oil, 2013 IEEE Conference on Open Systems (ICOS), 38, 10.1109/ICOS.2013.6735044
Amar, 2009, Genetic variation in phytosterol content of winter rapeseed (Brassica napus L.) and development of NIRS calibration equations, Plant Breeding, 128, 78, 10.1111/j.1439-0523.2008.01531.x
Angelopoulou, 2017, Reflectance spectroscopy (Vis-NIR) for assessing soil heavy metals concentrations determined by two different analytical Protocols, based on ISO 11466 and ISO 14869-1, Water, Air, and Soil Pollution, 228, 436, 10.1007/s11270-017-3609-9
Anjos, 2015, Application of FTIR-ATR spectroscopy to the quantification of sugar in honey, Food Chemistry, 169, 218, 10.1016/j.foodchem.2014.07.138
Arendse, 2018, Non-destructive prediction of internal and external quality attributes of fruit with thick rind: A review, Journal of Food Engineering, 217, 11, 10.1016/j.jfoodeng.2017.08.009
Azizian, 2015, Novel, rapid identification, and quantification of Adulterants in extra virgin olive oil using near infrared spectroscopy and chemometrics, Lipids, 50, 705, 10.1007/s11745-015-4038-4
Barbin, 2014, Application of infrared spectral techniques on quality and compositional attributes of coffee: An overview, Food Research International, 61, 23, 10.1016/j.foodres.2014.01.005
Beljkas, 2010, Rapid method for determination of protein content in cereals and oilseeds: Validation, measurement uncertainty and comparison with the Kjeldahl method, Accreditation and Quality Assurance, 15, 555, 10.1007/s00769-010-0677-6
Bewig, 1994, Discriminant analysis of vegetable oils by near-infrared reflectance spectroscopy, Jounal of the American Chemical Society, 71, 195, 10.1007/BF02541556
Budić-Leto, 2011, Usefulness of near infrared spectroscopy and chemometrics in screening of the quality of dessert wine Prosek, Croatian Journal of Food Science and Technology, 3, 9
Bureau, 2009, Rapid and non-destructive analysis of apricot fruit quality using FT-near-infrared spectroscopy, Food Chemistry, 113, 1323, 10.1016/j.foodchem.2008.08.066
Callao, 2018, An overview of multivariate qualitative methods for food fraud detection, Food Control, 86, 283, 10.1016/j.foodcont.2017.11.034
Casaler, 2008, Near infrared spectroscopy and class modelling techniques for the geographical authentication of Ligurian extra virgin olive oil, Journal of Near Infrared Spectroscopy, 16, 39, 10.1255/jnirs.759
Cayuela, 2017, Sorting olive oil based on alpha-tocopherol and total tocopherol content using near-infra-red spectroscopy (NIRS) analysis, Journal of Food Engineering, 202, 79, 10.1016/j.jfoodeng.2017.01.015
Cheng, 2017, NIR hyperspectral imaging with multivariate analysis for measurement of oil and protein contents in peanut varieties, Analytical Methods, 9, 6148, 10.1039/C7AY02115A
Chen, 2012, Feasibility study of discriminating edible vegetable oils by 2D-NIR, Analytical Methods, 4, 4310, 10.1039/c2ay25962a
Chen, 2014, Review of the application of near-infrared spectroscopy technology to determine the chemical composition of Animal manure, Journal of Environmental Quality, 42, 1015, 10.2134/jeq2013.01.0014
Chen, 2011, Nondestructive assessment of amino acid composition in rapeseed meal based on intact seeds by near-infrared reflectance spectroscopy, Animal Feed Science and Technology, 165, 111, 10.1016/j.anifeedsci.2011.02.004
Chen, 2009, Simultaneous analysis of main catechins contents in green tea (Camellia sinensis (L.)) by Fourier transform near infrared reflectance (FT-NIR) spectroscopy, Food Chemistry, 113, 1272, 10.1016/j.foodchem.2008.08.042
Cheng, 2017, Partial least squares regression (PLSR) applied to NIR and HSI spectral data modeling to predict chemical properties of fish muscle, Food Engineering Reviews, 9, 36, 10.1007/s12393-016-9147-1
Choi, 2016, A nondestructive approach for discrimination of the origin of sesame seeds using ED-XRF and NIR spectrometry with chemometrics, Food Science and Biotechnology, 25, 433, 10.1007/s10068-016-0059-x
Corro-Herrera, 2016, In-situ monitoring of Saccharomyces Cerevisiae ITV01 Bioethanol process using near-infrared spectroscopy NIRS and chemometrics, Biotechnology Programme, 32, 510, 10.1002/btpr.2222
Cozzoline, 2014, An overview of the use of infrared spectroscopy and chemometrics in authenticity and traceability of cereals, Food Research International, 60, 262, 10.1016/j.foodres.2013.08.034
Cui, 2019, Chemometric methods for extracting information from temperature-dependent near-infrared spectra, Science China Chemistry, 5, 583, 10.1007/s11426-018-9398-2
Daszykowski, 2008, Near-infrared reflectance spectroscopy and multivariate calibration techniques applied to modelling the crude protein, fibre and fat content in rapeseed meal, Analyst, 133, 1523, 10.1039/b803687j
Daun, 2012, Spectrophotometric analysis of chlorophyll pigments in canola and rapeseed oils, Lipid Technology, 24, 134, 10.1002/lite.201200204
Dossa, 2018, Near-infrared reflectance spectroscopy reveals wide variation in major components of sesame seeds from Africa and Asia, The Crop Journal, 6, 202, 10.1016/j.cj.2017.10.003
Dumalisile, 2020, Near-Infrared (NIR) Spectroscopy to Differentiate Longissimus thoracis et lumborum (LTL) Muscles of Game Species, Food Analytical Methods, 13, 1220, 10.1007/s12161-020-01739-x
ElMasry, 2012, Near-infrared hyperspectral imaging for predicting colour, pH and tenderness of fresh beef, Journal of Food Engineering, 110, 127, 10.1016/j.jfoodeng.2011.11.028
Ferreira, 2013, Fourier transform near-infrared spectroscopy (FT-NIRS) application to estimate Brazilian soybean [Glycine max (L.) Merril] composition, Food Research International, 51, 53, 10.1016/j.foodres.2012.09.015
Forina, 2015, Artificial nose, NIR and UV–visible spectroscopy for the characterisation of the PDO Chianti Classico olive oil, Talanta, 144, 1070, 10.1016/j.talanta.2015.07.067
Fu, 2016, Food safety evaluation based on near infrared spectroscopy and imaging: A review, Critical Reviews in Food Science and Nutrition, 56, 1913, 10.1080/10408398.2013.807418
Gad, 2012, Application of chemometrics in authentication of Herbal Medicines: A review, Phytochemical Analysis, 24, 1, 10.1002/pca.2378
Galtier, 2007, Geographic origins and compositions of virgin olive oils determinated by chemometric analysis of NIR spectra, Analytica Chimica Acta, 595, 136, 10.1016/j.aca.2007.02.033
Gambhir, 1992, Applications of low-resolution pulsed NMR to the determination of oil and moisture in oilseeds, Trends in Food Science & Technology, 3, 191, 10.1016/0924-2244(92)90188-3
García-Ayuso, 2000, Determination of the oil content of seeds by focused microwave-assisted Soxhlet extraction, Chromatographia, 52, 103, 10.1007/BF02490801
Gendrin, 2008, Pharmaceutical applications of vibrational chemical imaging and chemometrics: A review, Journal of Pharmaceutical and Biomedical Analysis, 48, 533, 10.1016/j.jpba.2008.08.014
Georgieva, 2013, Application of NIR spectroscopy and chemometrics in quality control of wild berry fruit extracts during storage, Croatian Journal of Food Technology, Biotechnology and Nuturition, 8, 67
Gomez-Caravaca, 2016, Chemometric applications to assess quality and critical parameters of virgin and extra-virgin olive oil. A review, Analytica Chimica Acta, 913, 1, 10.1016/j.aca.2016.01.025
Gotor, 2007, Determination of tocopherols and phytosterols in sunflower seeds by NIR spectrometry, European Journal of Lipid Science and Technology, 109, 525, 10.1002/ejlt.200600236
Guo, 2011, NIR calibrations for soybean seeds and Soy food composition analysis: Total carbohydrates, oil, proteins and water contents, Nature Precedings, 6
Guo, 2016, Evaluation of chemical components and properties of the jujube fruit using near infrared spectroscopy and chemometrics, Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 153, 79, 10.1016/j.saa.2015.08.006
Han, 2014, Non-destructive determination of high oleic acid content in single soybean seeds by near infrared reflectance spectroscopy, Journal of the American Oil Chemists Society, 91, 229, 10.1007/s11746-013-2369-y
Haughey, 2011, The application of Near-Infrared Reflectance Spectroscopy (NIRS) to detect melamine adulteration of soya bean meal, Food Chemistry, 136, 1557, 10.1016/j.foodchem.2012.01.068
Hom, 2007, Non-destructive analysis of rapeseed quality by NIRS of small seed samples and single seeds, Euphytica, 153, 27, 10.1007/s10681-006-9195-3
Hong, 2017, Rancidity estimation of perilla seed oil by using near-infrared spectroscopy and multivariate analysis techniques, Journal of Spectroscopy, 1, 10.1155/2017/1082612
Hu, 2010, RFID based grain and oils products traceability and its computer Implementation, Proceedings of the Joint International Agricultural Conference, 415
Hubik, 1965, Determination of the acid value of benzoin using conductometric titration, Ceskoslovenska Farmacie, 14, 425
Hussain, 2019, Classical and emerging non-destructive technologies for safety and quality evaluation of cereals: A review of recent applications, Trends in Food Science & Technology, 91, 598, 10.1016/j.tifs.2019.07.018
Inarejos-García, 2013, Evaluation of minor components, sensory characteristics and quality of virgin olive oil by near infrared (NIR) spectroscopy, Food Research International, 50, 250, 10.1016/j.foodres.2012.10.029
Jamshidi, 2016, Developing a Vis/NIR spectroscopic system for fast and non-destructive pesticide residue monitoring in agricultural product, Measurement, 89, 1, 10.1016/j.measurement.2016.03.069
Jiang, 2019, Determination of adulteration content in extra virgin olive oil using FT-NIR spectroscopy combined with the BOSS–PLS algorithm, Molecules, 24, 2134, 10.3390/molecules24112134
Jin, 2015, Rapid and non-destructive determination of moisture content of peanut kernels using hyperspectral imaging technique, Food Analytical Methods, 8, 2524, 10.1007/s12161-015-0147-1
Jin, 2016, Rapid and non-destructive determination of oil content of peanut (Arachis hypogaea L.) using hyperspectral imaging analysis, Food Analytical Methods, 9, 2060, 10.1007/s12161-015-0384-3
Johnson, 2020, An overview of near-infrared spectroscopy (NIRS) for the detection of insect pests in stored grains, Journal of Stored Products Research, 86, 1, 10.1016/j.jspr.2019.101558
Jr, 1996, A Brief review of near infrared in Petroleum product analysis, Journal of Near Infrared Spectroscopy, 4, 69, 10.1255/jnirs.77
Kahrıman, 2019, Determination of carotenoid and tocopherol content in maize flour and oil samples using near-infrared spectroscopy, Spectroscopy Letters, 52, 1, 10.1080/00387010.2019.1671872
Kardash-Strochkova, 2001, Redox-potentiometric determination of peroxide value in edible oils without titration, Talanta, 54, 411, 10.1016/S0039-9140(00)00649-4
Kasemsumran, 2007, Partial least squares processing of near-infrared spectra for discrimination and quantification of adulterated olive oils, Spectroscopy Letters, 38, 839, 10.1080/00387010500316189
Kumar, 2010, Screening for erucic acid and glucosinolate content in rapeseed-mustard seeds using near infrared reflectance spectroscopy, Journal of Food Science & Technology, 47, 690, 10.1007/s13197-010-0120-3
Lang, 2019, Simultaneous determination of 19 phenolic compounds in oilseeds using magnetic solid phase extraction and LC-MS/MS, Food Chemistry, LWT, 107, 221
Lee, 2012, Estimating the amino acid composition in three different sample Types of soybean by near infrared spectroscopy (NIRS), Korean Journal of Breeding Science, 4, 85
Lichter, 2006, Glucosinolates determined by HPLC in the seeds of Microspore‐Derived Homozygous lines of rapeseed, Plant Breeding, 100, 209, 10.1111/j.1439-0523.1988.tb00242.x
Li, 2019, Effect of chlorophyll on lipid oxidation of rapeseed oil, European Journal of Lipid Science and Technology, 121, 1800078, 10.1002/ejlt.201800078
Li, 2012, Authentication of pure camellia oil by using near infrared spectroscopy and pattern recognition techniques, Journal of Food Science, 77, 374, 10.1111/j.1750-3841.2012.02622.x
LopÀez, 2013, A review of the application of near-infrared spectroscopy for the analysis of potatoes, Journal of Agricultural and Food Chemistry, 61, 5413, 10.1021/jf401292j
Louw, 2010, Robust prediction models for quality parameters in Japanese plums (Prunus salicina L.) using NIR spectroscopy, Postharvest Biology and Technology, 58, 176, 10.1016/j.postharvbio.2010.07.001
Luna, 2013, Characterization of transgenic and non-transgenic soybean oils by chemometric methods using NIR spectroscopy, Spectrochimica Acta, 100, 115, 10.1016/j.saa.2012.02.085
Luo, 2012, FT-NIR and Confocal microscope Raman spectroscopic studies of sesame oil adulteration. Computer and computing technologies in agriculture V-Proceedings of 5th IFIP TC 5/SIG 5.1 Conference (CCTA2012) Part II, 369, 24
Luo, 2018, Research on detection of multi-adulteration of sesame oils by near-infrared spectroscopy, 287
Mailer, 2004, Rapid evaluation of olive oil quality by NIR reflectance spectroscopy, Journal of the American Chemical Society, 81, 823
Mainali, 2014, Nicholas ChetwynDevelopment of a comprehensive near infrared spectroscopy calibration model for rapid measurements of moisture content in multiple pharmaceutical products, Journal of Pharmaceutical and Biomedical Analysis, 95, 169, 10.1016/j.jpba.2014.03.001
Mark, 2007, Connecting chemometrics to statistics: Part 1-the chemometrics Side, Chemometrics in Spectroscopy, 21, 471, 10.1016/B978-012374024-3/50070-2
Melchert, 2002, Determination of tocopherols, tocopherolquinones and tocopherolhydroquinones by gas chromatography-mass spectrometry and preseparation with lipophilic gel chromatography, Journal of chromatography A, 976, 215, 10.1016/S0021-9673(02)00941-X
Mendes, 2015, Quantification of extra-virgin olive oil adulteration with soybean oil: A Comparative study of NIR, MIR, and Raman spectroscopy associated with chemometric approaches, Food Analytical Methods, 8, 2339, 10.1007/s12161-015-0121-y
Neveu, 2010, Phenol-explorer: An online comprehensive database on polyphenol contents in foods, Database, 2010, 10.1093/database/bap024
Nicolai, 2007, Nondestructive measurement of fruit and vegetable quality by means of NIR spectroscopy: A review, Postharvest Biology and Technology, 46, 99, 10.1016/j.postharvbio.2007.06.024
Nordey, 2017, Robust NIRS models for non-destructive prediction of mango internal quality, Scientia Horticulture, 216, 51, 10.1016/j.scienta.2016.12.023
Ogrinc, 2003, The application of NMR and MS methods for detection of adulteration of wine, fruit juices, and olive oil. A review, Analytical and Bioanalytical Chemistry, 376, 424, 10.1007/s00216-003-1804-6
Oliveira Moreira, 2018, Rapid Purity determination of Copaiba oils by a portable NIR spectrometer and PLSR, Food Analytical Methods, 11, 1867, 10.1007/s12161-017-1079-8
Olivos-Trujillo, 2015, Assessing the stability of parameters estimation and prediction accuracy in regression methods for estimating seed oil content in Brassica napus L. using NIR spectroscopy, 2015 CHILEAN Conference on Electrical, Electronics Engineering, 25
Özdemira, 2018, Quantification of sterols and fatty acids of extra virgin olive oils by FT-NIR spectroscopy and multivariate statistical analyses, Food Science and Technology, 91, 125
Parasoglou, 2009, Quantitative moisture content detection in food wafers, 34th International Conference on Infrared, Millimeter, and Terahertz Waves, 1
Pathmanabana, 2019, Recent application of imaging techniques for fruit quality assessment, Trends in Food Science & Technology, 94, 32, 10.1016/j.tifs.2019.10.004
Petrović, 2010, Optimization of the GC method for routine analysis of the fatty acid profile in several food samples, Food Chemistry, 122, 285, 10.1016/j.foodchem.2010.02.018
Pfaue, 2003, Analysis of water in food by near infrared spectroscopy, Food Chemistry, 82, 107, 10.1016/S0308-8146(02)00583-6
Porep, 2015, On-line application of near infrared (NIR) spectroscopy in food production, Trends in Food Science & Technology, 46, 211, 10.1016/j.tifs.2015.10.002
Prem, 2012, Determination of oil, protein and moisture content in whole seeds of three oleiferous Brassica species using near-infrared reflectance spectroscopy, Journal of Oilseed Brassica, 3, 88
Puertas, 2020, UV-VIS-NIR spectroscopy and artificial neural networks for the cholesterol quantification in egg yolk, Journal of Food Composition and Analysis, 86, 103350, 10.1016/j.jfca.2019.103350
Qu, 2015, Applications of near-infrared spectroscopy in food safety evaluation and control: A review of recent research advances, Critical Reviews in Food Science and Nutrition, 55, 1939, 10.1080/10408398.2013.871693
Roggo, 2007, A review of near infrared spectroscopy and chemometrics in pharmaceutical technologies, Journal of Pharmaceutical and Biomedical Analysis, 44, 683, 10.1016/j.jpba.2007.03.023
Sanchez, 2013, Rapid Determination of Olive Oil Oxidative Stability and Its Major Quality Parameters Using Vis/NIR Transmittance Spectroscopy, Journal of Agricultural and Food Chemistry, 61, 8056, 10.1021/jf4021575
Santana, 2019, Random forest as one-class classifier and infrared spectroscopy for food adulteration detection, Food Chemistry, 293, 323, 10.1016/j.foodchem.2019.04.073
Sato, 1994, Application of principal-Component analysis on near-infrared spectroscopic data of vegetable oils for their classification, Journal of the American Chemical Society, 71, 293
Sato, 1998, Nondestructive estimation of fatty acid composition in seeds of Brassica napus L. By near-infrared spectroscopy, Journal of the American Chemical Society, 75, 1877
Sen, 2017, Near-infrared reflectance spectroscopy calibrations for assessment of oil, phenols, glucosinolates and fatty acid content in the intact seeds of oilseed Brassica species, Journal of the Science of Food and Agriculture, 98, 4050, 10.1002/jsfa.8919
So, 2004, Near Infrared Spectroscopy in the forest products industry, Forest Products Journal, 54, 6
Sundaram, 2010, Determination of in-Shell peanut oil and fatty acid composition using near-infrared reflectance spectroscopy, Journal of the American oil Chemists Society, 87, 1103, 10.1007/s11746-010-1589-7
Szlyk, 2005, NIR spectroscopy and partial least-squares regression for determination of Natural r-tocopherol in vegetable oils, Journal of Agricultural and Food Chemistry, 53, 6980, 10.1021/jf050672e
Tao, 2018, Recent development of optical methods in rapid and non-destructive detection of aflatoxin and fungal contamination in agricultural products, Trends in Analytical Chemistry, 100, 65, 10.1016/j.trac.2017.12.017
Vithu, 2016, Machine vision system for food grain quality evaluation: A review, Trends in Food Science & Technology, 56, 13, 10.1016/j.tifs.2016.07.011
Wang, 2018, Rapid and non-destructive prediction of protein content in peanut varieties using near-infrared hyperspectral imaging method, Grain & Oil Science and Technology, 1, 40, 10.3724/SP.J.1447.GOST.2018.18025
Wang, 2011, Measurement of protein content in sesame by near-infrared spectroscopy technique, 2011 International Conference on New Technology of Agricultural, 1092, 10.1109/ICAE.2011.5943978
Wang, 2006, Feasibility study of quantifying and discriminating soybean oil adulteration in camellia oils by attenuated total reflectance MIR and fiber optic diffuse reflectance NIR, Food Chemistry, 95, 529, 10.1016/j.foodchem.2005.04.015
Wang, 2013, Determining the contents of protein and amino acids in peanuts using near-infrared reflectance spectroscopy, Journal of the Science of Food and Agriculture, 93, 118, 10.1002/jsfa.5738
Wang, 2017, Review on the processing characteristics of cereals and oilseeds and their processing suitability evaluation technology, Journal of Integrative Agriculture, 16, 2886, 10.1016/S2095-3119(17)61799-4
Wang, 2006, Quantitative analysis of fat content in rice by near-infrared spectrscopy technique, Cereal Chemistry, 83, 402, 10.1094/CC-83-0402
Weeranantanaphan, 2011, A review of near infrared spectroscopy in muscle food analysis: 2005-2010, Journal of Near Infrared Spectroscopy, 19, 1, 10.1255/jnirs.924
Woodcock, 2008, Confirmation of declared provenance of European extra virgin olive oil samples by NIR spectroscopy, Journal of Agricultural and Food Chemistry, 56, 11520, 10.1021/jf802792d
Wu, 2016, Simultaneous determination of phenolic compounds in sesame oil using LC–MS/MS combined with magnetic carboxylated multi-walled carbon nanotubes, Food Chemistry, 204, 334, 10.1016/j.foodchem.2016.02.086
Wu, 2007, Calibration model optimization for rice cooking characteristics by near infrared reflectance spectroscopy (NIRS), Food Chemistry, 103, 1054, 10.1016/j.foodchem.2006.07.063
Xie, 2014, Identification of different varieties of sesame oil using near-infrared hyperspectral imaging and chemometrics algorithms, PloS One, 9
Yang, 2017, Portable spectroscopy system determination of acid value in peanut oil based on variables selection algorithms, Measurement, 103, 179, 10.1016/j.measurement.2017.02.037
Yang, 2013, Determination of protein, fat, starch, and amino acids in Foxtail Millet [Setaria italica (L.) Beauv.] by Fourier transform near-infrared reflectance spectroscopy, Food Science & Biotechnolgy, 22, 1495, 10.1007/s10068-013-0243-1
Yang, 2019, Deep learning for vibrational spectral analysis: Recent progress and a practical guide, Analytica Chimica Acta, 1081, 6, 10.1016/j.aca.2019.06.012
Yang, 2018, A review of chemical composition and nutritional properties of minor vegetable oils in China, Trends in Food Science & Technology, 74, 26, 10.1016/j.tifs.2018.01.013
Yildiz, 2002, Monitoring PV in corn and soybean oils by NIR spectroscopy, Journal of the American Chemical Society, 79, 1085
Yuan, 2020, Detection of flaxseed oil multiple adulteration by near-infrared spectroscopy and nonlinear one class partial least squares discriminant analysis, LWT-Food Science and Technology, 125, 10.1016/j.lwt.2020.109247
Yun, 2019, An overview of variable selection methods in multivariate analysis of near-infrared spectra, Trends in Analytical Chemistry, 113, 102, 10.1016/j.trac.2019.01.018
Zareef, 2020, An overview on the applications of Typical non-linear algorithms Coupled with NIR spectroscopy in food analysis, Food Engineering Reviews, 12, 173, 10.1007/s12393-020-09210-7
Zhang, 2014, Untargeted fatty acid profiles based on the selected ion monitoring mode, Analytica Chimica Acta, 839, 44, 10.1016/j.aca.2014.06.040
Zhang, 2019, Simultaneous determination of tocopherols, carotenoids and phytosterols in edible vegetable oil by ultrasound-assisted saponification, LLE and LC-MS/MS, Food Chemistry, 289, 313, 10.1016/j.foodchem.2019.03.067
Zhang, 2020, Developing deep learning based regression approaches for determination of chemical compositions in dry black goji berries (Lycium ruthenicum Murr.) using near-infrared hyperspectral imaging, Food Chemistry, 319, 126536, 10.1016/j.foodchem.2020.126536