2016
DOI: 10.1002/ejlt.201500463
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Rapid detection and separation of olive oil and Camellia oil based on ion mobility spectrometry fingerprints and chemometric models

Abstract: A simple and rapid classification model for olive oil and camellia oil was proposed based on ion mobility spectrometry (IMS) fingerprints and chemometric Model (peak detection and random forest algorithm). Results indicated that IMS fingerprint spectra by second-derivative algorithm could completely separate 64 olive oil and 79 Camellia oil samples used in this study by simply calculating the peak area. Random forest algorithm was employed to establish discriminant model for olive oil adulterated by camellia o… Show more

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Cited by 26 publications
(11 citation statements)
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“…Thus, different analytical techniques have been developed to detect olive oil adulterations (e.g., MALDI-TOF/MS technique; mid infrared, Raman, fluorescence or visible spectroscopy; DNA-targeted approaches; ion mobility spectrometry; nuclear magnetic resonance; dielectric technique; ultrasounds technique; gas chromatography; etc. ), namely to identify and/or quantify the addition of other vegetable oils like camellia, canola, corn, grapeseed, hazelnut, peanut, rapeseed, soya, sesame, soybean and sunflower oils (De Melo Milanez and Pontes, 2015;Sun et al, 2015;Alouache et al, 2016;Jabeur et al, 2016;Kalaitzis and El-Zein, 2016;Nigri and Oumeddour, 2016;Mu et al, 2016;Rashvand et al, 2016;Srigley et al, 2016;Farley et al, 2017;Georgouli et al, 2017;Jergović et al, 2017;Liu et al, 2017;Ok, 2017;Philippidis et al, 2017;Santos et al, 2017;Uncu et al, 2017) or the admixture of lower quality or refined olive oils (Nigri and Oumeddour, 2016;Jergović et al, 2017). Although EVOO have a long history of economic adulteration, its detection still is a challenging task due to the diverse composition of cultivars and the limitations of existing detection methods (Ou et al, 2015;Srigley et al, 2016).…”
Section: Introductionmentioning
confidence: 99%
“…Thus, different analytical techniques have been developed to detect olive oil adulterations (e.g., MALDI-TOF/MS technique; mid infrared, Raman, fluorescence or visible spectroscopy; DNA-targeted approaches; ion mobility spectrometry; nuclear magnetic resonance; dielectric technique; ultrasounds technique; gas chromatography; etc. ), namely to identify and/or quantify the addition of other vegetable oils like camellia, canola, corn, grapeseed, hazelnut, peanut, rapeseed, soya, sesame, soybean and sunflower oils (De Melo Milanez and Pontes, 2015;Sun et al, 2015;Alouache et al, 2016;Jabeur et al, 2016;Kalaitzis and El-Zein, 2016;Nigri and Oumeddour, 2016;Mu et al, 2016;Rashvand et al, 2016;Srigley et al, 2016;Farley et al, 2017;Georgouli et al, 2017;Jergović et al, 2017;Liu et al, 2017;Ok, 2017;Philippidis et al, 2017;Santos et al, 2017;Uncu et al, 2017) or the admixture of lower quality or refined olive oils (Nigri and Oumeddour, 2016;Jergović et al, 2017). Although EVOO have a long history of economic adulteration, its detection still is a challenging task due to the diverse composition of cultivars and the limitations of existing detection methods (Ou et al, 2015;Srigley et al, 2016).…”
Section: Introductionmentioning
confidence: 99%
“…The program of MS was scanned over the 35-335 (m/z), respectively, with an ionizing voltage of 70eV and an ionization current of 150 μA of electron ionization (EI). The flow velocity of helium was 1.0 ml/min [29].…”
Section: 22gc-ms Analysismentioning
confidence: 99%
“…In recent years, ion mobility spectrometry (IMS) has been recognized as an easy‐to‐operate, low‐cost, portable, and sensitive instrumental technique for the detection of volatile and semivolatile compounds in various matrixes . IMS offers fast analysis of analytes and low levels of detection (ppb) The technique relies on the gas–phase separation of ions under a weak electric field at ambient pressure The migration velocity of the ions depends on their shape, size, structure, and the spatial distribution of their internal electric charge.…”
Section: Introductionmentioning
confidence: 99%
“…In recent years, ion mobility spectrometry (IMS) has been recognized as an easy-to-operate, low-cost, portable, and sensitive instrumental technique for the detection of volatile and semivolatile compounds in various matrixes. [5][6][7] IMS offers fast analysis of analytes and low levels of detection (ppb) 8 The technique relies on the gas-phase separation of ions under a weak electric field at ambient pressure 4,6 The migration velocity of the ions depends on their shape, size, structure, and the spatial distribution of their internal electric charge. IMS has been used in military applications, including the rapid detection of drugs and dangerous goods and has been broadly adopted in the fields of chemistry 5,[9][10][11][12] environmental protection, 13 biology, 14,15 medicine, 7,16 and food science 8 Recently, gas chromatography coupled with IMS (GC-IMS) has received significant attention.…”
mentioning
confidence: 99%