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Volumn 176, Issue , 2018, Pages 221-226

Differentiation of cumin seeds using a metal-oxide based gas sensor array in tandem with chemometric tools

Author keywords

2D LDA; Classification; Cumin seeds; Electronic nose; U PLS DA

Indexed keywords

CLASSIFICATION (OF INFORMATION); CULTIVATION; DISCRIMINANT ANALYSIS; METAL ANALYSIS; METALLIC COMPOUNDS; METALS; MOS DEVICES; OXIDE SEMICONDUCTORS;

EID: 85029379449     PISSN: 00399140     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.talanta.2017.08.024     Document Type: Article
Times cited : (25)

References (34)
  • 1
    • 84962605222 scopus 로고    scopus 로고
    • An artificial intelligence approach for modeling volume and fresh weight of callus–A case study of cumin (Cuminum cyminum L.)
    • Mansouri, A., Fadavi, A., Mortazavian, S.M.M., An artificial intelligence approach for modeling volume and fresh weight of callus–A case study of cumin (Cuminum cyminum L.). J. Theor. Biol. 397 (2016), 199–205.
    • (2016) J. Theor. Biol. , vol.397 , pp. 199-205
    • Mansouri, A.1    Fadavi, A.2    Mortazavian, S.M.M.3
  • 2
    • 84871184438 scopus 로고    scopus 로고
    • Chemistry, technology, and nutraceutical functions of cumin (Cuminum cyminum L.): an overview
    • Sowbhagya, H.B., Chemistry, technology, and nutraceutical functions of cumin (Cuminum cyminum L.): an overview. Crit. Rev. Food Sci. Nutr. 53 (2013), 1–10.
    • (2013) Crit. Rev. Food Sci. Nutr. , vol.53 , pp. 1-10
    • Sowbhagya, H.B.1
  • 4
    • 84890058739 scopus 로고    scopus 로고
    • Identification of essential oil constituents of caraway (Carum carvi) using ultrasonic assist with headspace solid phase microextraction (UA-HS-SPME)
    • Meshkatalsadat, M.H., Salahvarzi, S.A.B.A.H., Aminiradpoor, R., Abdollahi, A., Identification of essential oil constituents of caraway (Carum carvi) using ultrasonic assist with headspace solid phase microextraction (UA-HS-SPME). Dig. J. Nanomater. Biostruct. 7 (2012), 637–640.
    • (2012) Dig. J. Nanomater. Biostruct. , vol.7 , pp. 637-640
    • Meshkatalsadat, M.H.1    Salahvarzi, S.A.B.A.H.2    Aminiradpoor, R.3    Abdollahi, A.4
  • 5
    • 1942446332 scopus 로고    scopus 로고
    • Microwave heating and conventional roasting of cumin seeds (Cuminum cyminum L.) and effect on chemical composition of volatiles
    • Behera, S., Nagarajan, S., Rao, L.J.M., Microwave heating and conventional roasting of cumin seeds (Cuminum cyminum L.) and effect on chemical composition of volatiles. Food Chem. 87 (2004), 25–29.
    • (2004) Food Chem. , vol.87 , pp. 25-29
    • Behera, S.1    Nagarajan, S.2    Rao, L.J.M.3
  • 6
    • 85029368785 scopus 로고    scopus 로고
    • Study of sowing date and plant density affect on black cumin (Cuminum curvi) yield in Iran
    • Rahnavard, A., Sadeghi, S., Ashrafi, Z.Y., Study of sowing date and plant density affect on black cumin (Cuminum curvi) yield in Iran. Biodivers. Conserv. 3 (2010), 23–27.
    • (2010) Biodivers. Conserv. , vol.3 , pp. 23-27
    • Rahnavard, A.1    Sadeghi, S.2    Ashrafi, Z.Y.3
  • 7
    • 84876153457 scopus 로고    scopus 로고
    • Characterization of aroma active compounds of cumin (Cuminum cyminum L.) by GC-MS, e-nose, and sensory techniques
    • Ravi, R., Prakash, M., Bhat, K.K., Characterization of aroma active compounds of cumin (Cuminum cyminum L.) by GC-MS, e-nose, and sensory techniques. Int. J. Food Prop. 16 (2013), 1048–1058.
    • (2013) Int. J. Food Prop. , vol.16 , pp. 1048-1058
    • Ravi, R.1    Prakash, M.2    Bhat, K.K.3
  • 9
    • 84882850814 scopus 로고    scopus 로고
    • Evaluation of Chinese tea by the electronic nose and gas chromatography–mass spectrometry: correlation with sensory properties and classification according to grade level
    • Qin, Z., Pang, X., Chen, D., Cheng, H., Hu, X., Wu, J., Evaluation of Chinese tea by the electronic nose and gas chromatography–mass spectrometry: correlation with sensory properties and classification according to grade level. Food Res. Int. 53 (2013), 864–874.
    • (2013) Food Res. Int. , vol.53 , pp. 864-874
    • Qin, Z.1    Pang, X.2    Chen, D.3    Cheng, H.4    Hu, X.5    Wu, J.6
  • 10
    • 84959284202 scopus 로고    scopus 로고
    • Discrimination of American ginseng and Asian ginseng using electronic nose and gas chromatography–mass spectrometry coupled with chemometrics
    • Cui, S., Wu, J., Wang, J., Wang, X., Discrimination of American ginseng and Asian ginseng using electronic nose and gas chromatography–mass spectrometry coupled with chemometrics. J. Ginseng Res. 41 (2017), 85–95.
    • (2017) J. Ginseng Res. , vol.41 , pp. 85-95
    • Cui, S.1    Wu, J.2    Wang, J.3    Wang, X.4
  • 11
    • 84866259037 scopus 로고    scopus 로고
    • Rapid discrimination of Chinese red ginseng and Korean ginseng using an electronic nose coupled with chemometrics
    • Li, S., Li, X.R., Wang, G.L., Nie, L.X., Yang, Y.J., Wu, H.Z., Lin, R.C., Rapid discrimination of Chinese red ginseng and Korean ginseng using an electronic nose coupled with chemometrics. J. Pharm. Biomed. Anal. 70 (2012), 605–608.
    • (2012) J. Pharm. Biomed. Anal. , vol.70 , pp. 605-608
    • Li, S.1    Li, X.R.2    Wang, G.L.3    Nie, L.X.4    Yang, Y.J.5    Wu, H.Z.6    Lin, R.C.7
  • 12
    • 48849096982 scopus 로고    scopus 로고
    • Evaluation of the flavor quality of pepper (Piper nigrum L.) cultivars by GC–MS, electronic nose and sensory analysis techniques
    • Mamatha, B.S., Prakash, M., Nagarajan, S., Bhat, K.K., Evaluation of the flavor quality of pepper (Piper nigrum L.) cultivars by GC–MS, electronic nose and sensory analysis techniques. J. Sens. Stud. 23 (2008), 498–513.
    • (2008) J. Sens. Stud. , vol.23 , pp. 498-513
    • Mamatha, B.S.1    Prakash, M.2    Nagarajan, S.3    Bhat, K.K.4
  • 14
    • 0026467444 scopus 로고
    • Application of an electronic nose to the discrimination of coffees
    • Gardner, J.W., Shurmer, H.V., Tan, T.T., Application of an electronic nose to the discrimination of coffees. Sens. Actuators B-Chem. 6 (1992), 71–75.
    • (1992) Sens. Actuators B-Chem. , vol.6 , pp. 71-75
    • Gardner, J.W.1    Shurmer, H.V.2    Tan, T.T.3
  • 15
    • 84973309353 scopus 로고    scopus 로고
    • A portable electronic nose as an expert system for aroma-based classification of saffron
    • Kiani, S., Minaei, S., Ghasemi-Varnamkhasti, M., A portable electronic nose as an expert system for aroma-based classification of saffron. Chemom. Intell. Lab. 156 (2016), 148–156.
    • (2016) Chemom. Intell. Lab. , vol.156 , pp. 148-156
    • Kiani, S.1    Minaei, S.2    Ghasemi-Varnamkhasti, M.3
  • 16
    • 85020535468 scopus 로고    scopus 로고
    • Data analysis of electronic nose technology in lung cancer: generating prediction models by means of Aethena
    • (in press) 〈〉
    • Kort, S., Brusse-Keizer, M., Gerritsen, J.W., van der Palen, J., Data analysis of electronic nose technology in lung cancer: generating prediction models by means of Aethena. J. Breath Res., 2017 (in press) 〈 https://doi.org/10.1088/1752-7163/aa6b08〉.
    • (2017) J. Breath Res.
    • Kort, S.1    Brusse-Keizer, M.2    Gerritsen, J.W.3    van der Palen, J.4
  • 17
    • 84939978574 scopus 로고    scopus 로고
    • Application of electronic nose in tandem with chemometric analysis for detection of Alicyclobacillus acidoterrestris-spawned spoilage in apple juice beverage
    • Huang, X.-C., Yuan, Y.-H., Wang, X.-Y., Jiang, F.-H., F-H, Yue, T.L., Application of electronic nose in tandem with chemometric analysis for detection of Alicyclobacillus acidoterrestris-spawned spoilage in apple juice beverage. Food Bioprocess Technol. 8 (2015), 1295–1304.
    • (2015) Food Bioprocess Technol. , vol.8 , pp. 1295-1304
    • Huang, X.-C.1    Yuan, Y.-H.2    Wang, X.-Y.3    Jiang, F.-H.4    F-H5    Yue, T.L.6
  • 18
    • 84896454983 scopus 로고    scopus 로고
    • Improved algorithms for the classification of rough rice using a bionic electronic enose based on PCA and the Wilks distribution
    • Xu, S., Zhou, Z., Lu, H., Luo, X., Lan, Y., Improved algorithms for the classification of rough rice using a bionic electronic enose based on PCA and the Wilks distribution. Sensors 14 (2014), 5486–5501.
    • (2014) Sensors , vol.14 , pp. 5486-5501
    • Xu, S.1    Zhou, Z.2    Lu, H.3    Luo, X.4    Lan, Y.5
  • 20
    • 70349638278 scopus 로고    scopus 로고
    • Meat quality assessment by electronic nose (machine olfaction technology)
    • Ghasemi-Varnamkhasti, M., Mohtasebi, S.S., Siadat, M., Balasubramanian, S., Meat quality assessment by electronic nose (machine olfaction technology). Sensors 9 (2009), 6058–6083.
    • (2009) Sensors , vol.9 , pp. 6058-6083
    • Ghasemi-Varnamkhasti, M.1    Mohtasebi, S.S.2    Siadat, M.3    Balasubramanian, S.4
  • 22
    • 84959484107 scopus 로고    scopus 로고
    • Nondestructive total excitation-emission fluorescence microscopy combined with multi-way chemometric analysis for visually indistinguishable single fiber discrimination
    • de la Peña, A.M., Mujumdar, N., Heider, E.C., Goicoechea, H.C., de la Peña, D.M., Campiglia, A.D., Nondestructive total excitation-emission fluorescence microscopy combined with multi-way chemometric analysis for visually indistinguishable single fiber discrimination. Anal. Chem. 88 (2016), 2967–2975.
    • (2016) Anal. Chem. , vol.88 , pp. 2967-2975
    • de la Peña, A.M.1    Mujumdar, N.2    Heider, E.C.3    Goicoechea, H.C.4    de la Peña, D.M.5    Campiglia, A.D.6
  • 23
    • 84938573519 scopus 로고    scopus 로고
    • Classification of juniper-flavoured spirit drinks by multivariate analysis of spectroscopic and chromatographic data
    • Sádecká, J., Uríčková, V., Hroboňová, K., Májek, P., Classification of juniper-flavoured spirit drinks by multivariate analysis of spectroscopic and chromatographic data. Food Anal. Methods 8 (2015), 58–69.
    • (2015) Food Anal. Methods , vol.8 , pp. 58-69
    • Sádecká, J.1    Uríčková, V.2    Hroboňová, K.3    Májek, P.4
  • 24
    • 84929319356 scopus 로고    scopus 로고
    • Multivariate methods for the identification of adulterated milk based on two-dimensional infrared correlation spectroscopy
    • Yang, R., Dong, G., Sun, X., Yu, Y., Liu, H., Yang, Y., Zhang, W., Multivariate methods for the identification of adulterated milk based on two-dimensional infrared correlation spectroscopy. Anal. Methods 7 (2015), 4302–4307.
    • (2015) Anal. Methods , vol.7 , pp. 4302-4307
    • Yang, R.1    Dong, G.2    Sun, X.3    Yu, Y.4    Liu, H.5    Yang, Y.6    Zhang, W.7
  • 25
    • 0033024910 scopus 로고    scopus 로고
    • Two-way, unfolded three-way and three-mode partial least squares calibration of diode array HPLC chromatograms for the quantitation of low-level pharmaceutical impurities
    • Zissis, K.D., Brereton, R.G., Dunkerley, S., Escott, R.E.A., Two-way, unfolded three-way and three-mode partial least squares calibration of diode array HPLC chromatograms for the quantitation of low-level pharmaceutical impurities. Anal. Chim. Acta 384 (1999), 71–81.
    • (1999) Anal. Chim. Acta , vol.384 , pp. 71-81
    • Zissis, K.D.1    Brereton, R.G.2    Dunkerley, S.3    Escott, R.E.A.4
  • 26
    • 0037350844 scopus 로고    scopus 로고
    • Partial least squares for discrimination
    • Barker, M., Rayens, W., Partial least squares for discrimination. J. Chemom. 17 (2003), 166–173.
    • (2003) J. Chemom. , vol.17 , pp. 166-173
    • Barker, M.1    Rayens, W.2
  • 27
    • 84897566379 scopus 로고    scopus 로고
    • Partial least squares discriminant analysis: taking the magic away
    • Brereton, R.G., Lloyd, G.R., Partial least squares discriminant analysis: taking the magic away. J. Chemom. 28 (2014), 213–225.
    • (2014) J. Chemom. , vol.28 , pp. 213-225
    • Brereton, R.G.1    Lloyd, G.R.2
  • 28
    • 42349085263 scopus 로고    scopus 로고
    • Screening of oil samples on the basis of excitation−emission room-temperature phosphorescence data and multiway chemometric techniques. Introducing the second-order advantage in a classification study
    • Arancibia, J.A., Boschetti, C.E., Olivieri, A.C., Escandar, G.M., Screening of oil samples on the basis of excitation−emission room-temperature phosphorescence data and multiway chemometric techniques. Introducing the second-order advantage in a classification study. Anal. Chem. 80 (2008), 2789–2798.
    • (2008) Anal. Chem. , vol.80 , pp. 2789-2798
    • Arancibia, J.A.1    Boschetti, C.E.2    Olivieri, A.C.3    Escandar, G.M.4
  • 29
    • 84894887900 scopus 로고
    • Computer aided design of experiments
    • Kennard, R.W., Stone, L.A., Computer aided design of experiments. Technometrics 11 (1969), 137–148.
    • (1969) Technometrics , vol.11 , pp. 137-148
    • Kennard, R.W.1    Stone, L.A.2
  • 30
    • 0038685059 scopus 로고    scopus 로고
    • A new efficient method for determining the number of components in PARAFAC models
    • Bro, R., Kiers, H.A.L., A new efficient method for determining the number of components in PARAFAC models. J. Chemom. 17 (2003), 274–286.
    • (2003) J. Chemom. , vol.17 , pp. 274-286
    • Bro, R.1    Kiers, H.A.L.2
  • 32
    • 84894514420 scopus 로고    scopus 로고
    • Parallel factor analysis for gas sensor array signals
    • Zhang, W., Qin, G., Hu, N., Parallel factor analysis for gas sensor array signals. Appl. Mech. Mater. 495 (2014), 955–959.
    • (2014) Appl. Mech. Mater. , vol.495 , pp. 955-959
    • Zhang, W.1    Qin, G.2    Hu, N.3
  • 33
    • 85029382079 scopus 로고    scopus 로고
    • Anon. Zhengzhou Winsen Electronics Technology Co., Ltd, Flammable Gas Sensor (Model:MQ-8). (accessed 18 July 2017)
    • Anon. Zhengzhou Winsen Electronics Technology Co., Ltd, Flammable Gas Sensor (Model:MQ-8). 〈https://cdn.sparkfun.com/datasheets/Sensors/Biometric/MQ-8%20Ver1.3%20-%20Manual.pdf〉 (accessed 18 July 2017), 2017.
    • (2017)
  • 34
    • 85029382448 scopus 로고    scopus 로고
    • Anon. Hanwei Eletronics Co., Ltd, Technical Data MQ-3 Gas Sensor. (accessed 18 July 2017)
    • Anon. Hanwei Eletronics Co., Ltd, Technical Data MQ-3 Gas Sensor. 〈https://www.sparkfun.com/datasheets/Sensors/MQ-3.pdf〉 (accessed 18 July 2017), 2017.
    • (2017)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.