2022
DOI: 10.1016/j.lwt.2022.113492
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Characterization of the key aroma compounds in black teas with different aroma types by using gas chromatography electronic nose, gas chromatography-ion mobility spectrometry, and odor activity value analysis

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Cited by 45 publications
(19 citation statements)
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“…The models' quality was assessed by examining the goodness-of-fit parameter (R 2 X), the proportion of variance that the model explains (R 2 Y), and the model's predictive ability (Q 2 ) [76]. A Q 2 threshold of more than 0.5 was considered good predictability, while R 2 Y and Q 2 values close to 1 indicated satisfactory model performance [77,78]. The PLS-DA model was validated using default SIMCA 7fold cross-validation (CV) and permutation tests (200 permutations) upon obtaining a CV-ANOVA p-value threshold for significance less than 0.05 [45].…”
Section: Discussionmentioning
confidence: 99%
“…The models' quality was assessed by examining the goodness-of-fit parameter (R 2 X), the proportion of variance that the model explains (R 2 Y), and the model's predictive ability (Q 2 ) [76]. A Q 2 threshold of more than 0.5 was considered good predictability, while R 2 Y and Q 2 values close to 1 indicated satisfactory model performance [77,78]. The PLS-DA model was validated using default SIMCA 7fold cross-validation (CV) and permutation tests (200 permutations) upon obtaining a CV-ANOVA p-value threshold for significance less than 0.05 [45].…”
Section: Discussionmentioning
confidence: 99%
“…OAV was calculated by using the ratio of the concentration (C) of each VOC to the odor threshold (OT) of the VOC in water ( Zhong et al, 2022 ). OTs were obtained from earlier reports ( Guo et al, 2022 ; Yang et al, 2022 ) and used in the following formula: OAV = C/OT, where OAV is the odor activity value of the compound, C is the content of the compound, and OT is the odor threshold concentration of the compound in water.…”
Section: Methodsmentioning
confidence: 99%
“…Currently, GC-MS is one of the most commonly used techniques for analyzing volatile compounds. However, the requirement for a vacuum environment and its bulky size limit its portability [18]. On the other hand, GC-IMS, as an emerging instrument analysis technology, effectively separates ions based on their migration velocity at atmospheric pressure.…”
Section: Gc-ims Profiling Of Different Milk Powdersmentioning
confidence: 99%
“…PLS-DA is a supervised discriminant analysis statistical method used to establish a relationship model between volatile compounds and sample categories, enabling the prediction of sample categories [18]. In this study, a PLS-DA model was employed to identify specific marker compounds in cow milk powder samples that differentiate them from the other three samples based on the detected volatile compound content data matrix.…”
Section: Analysis Of the Differences Between Cow Milk Powder And Othe...mentioning
confidence: 99%