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Shelf-life prediction and flavour quality assessment of pasteurized milk by multivariate analysis of dynamic headspace gas chromatographic data Vallejo Cordoba, Belinda
Abstract
An objective analytical system for shelf-life prediction and flavour quality monitoring of pasteurized milk was established. Dynamic headspace capillary gas chromatography (DH-GC) was optimized to achieve adequate resolution and maximum recovery of volatiles isolated from milk. The simultaneous factor optimization approach used for establishing purge and trap conditions during milk volatile isolation resulted in a method of high sensitivity and reproducibility. Volatiles, psychrotrophic bacterial counts and sensory evaluation were monitored during refrigerated storage of pasteurized milk and multivariate statistics were applied to accumulated data. Multivariate statistical analysis, including principal components regression and linear discriminant analysis was applied to 46 peak areas from 134 chromatograms. Principal components regression of gas chromatographic data and flavour related shelf-life was successful in developing a model for milk shelf-life prediction. The resulting standard error of the estimate of less than two days in shelf-life was an excellent approximation for shelf-life prediction purposes. Linear discriminant analysis was able to classify milk into good, marginal and poor quality or into fruity, rancid and normal flavour groups at a greater than 80% success rate (p
Item Metadata
Title |
Shelf-life prediction and flavour quality assessment of pasteurized milk by multivariate analysis of dynamic headspace gas chromatographic data
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Creator | |
Publisher |
University of British Columbia
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Date Issued |
1992
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Description |
An objective analytical system for shelf-life prediction and flavour quality
monitoring of pasteurized milk was established. Dynamic headspace capillary
gas chromatography (DH-GC) was optimized to achieve adequate resolution
and maximum recovery of volatiles isolated from milk. The simultaneous factor
optimization approach used for establishing purge and trap conditions during
milk volatile isolation resulted in a method of high sensitivity and
reproducibility. Volatiles, psychrotrophic bacterial counts and sensory
evaluation were monitored during refrigerated storage of pasteurized milk and
multivariate statistics were applied to accumulated data.
Multivariate statistical analysis, including principal components
regression and linear discriminant analysis was applied to 46 peak areas from
134 chromatograms. Principal components regression of gas chromatographic
data and flavour related shelf-life was successful in developing a model for milk
shelf-life prediction. The resulting standard error of the estimate of less than
two days in shelf-life was an excellent approximation for shelf-life prediction
purposes. Linear discriminant analysis was able to classify milk into good,
marginal and poor quality or into fruity, rancid and normal flavour groups at a
greater than 80% success rate (p
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Extent |
3188163 bytes
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Genre | |
Type | |
File Format |
application/pdf
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Language |
eng
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Date Available |
2008-12-17
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Provider |
Vancouver : University of British Columbia Library
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Rights |
For non-commercial purposes only, such as research, private study and education. Additional conditions apply, see Terms of Use https://open.library.ubc.ca/terms_of_use.
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DOI |
10.14288/1.0098883
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URI | |
Degree (Theses) | |
Program (Theses) | |
Affiliation | |
Degree Grantor |
University of British Columbia
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Graduation Date |
1992-05
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Campus | |
Scholarly Level |
Graduate
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Aggregated Source Repository |
DSpace
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Item Media
Item Citations and Data
Rights
For non-commercial purposes only, such as research, private study and education. Additional conditions apply, see Terms of Use https://open.library.ubc.ca/terms_of_use.