Data fusion strategy for quantitative analysis of n-3 fatty acids in commercial krill oil
Raman and attenuated total reflectance-Fourier transform infrared (ATR-FTIR) spectroscopy were used to analyse seven krill oil capsules and twenty-five calibration samples to quantitate astaxanthin, EPA plus DHA and other important fatty acids. Spectroscopic data was calibrated against FAME profiles...
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sg-ntu-dr.10356-1443242020-10-29T20:11:52Z Data fusion strategy for quantitative analysis of n-3 fatty acids in commercial krill oil Ahmmed, F. Fuller, I. D. Killeen, D. P. Fraser-Miller, S. J. Gordon, K. C. Asian Spectroscopy Conference 2020 Institute of Advanced Studies Science::Chemistry Raman Spectroscopy Infrared Spectroscopy Raman and attenuated total reflectance-Fourier transform infrared (ATR-FTIR) spectroscopy were used to analyse seven krill oil capsules and twenty-five calibration samples to quantitate astaxanthin, EPA plus DHA and other important fatty acids. Spectroscopic data was calibrated against FAME profiles (measured by GC-MS) and astaxanthin concentrations (measured by UV-VIS). Raman spectra was found to be suitable to quantify astaxanthin, EPA, DHA and EPA + DHA, with reasonable root mean square error of prediction (RMSEP) for test set validation: 40 μg g-1, 2.5%, 2.2% and 4.5% respectively. Published version 2020-10-28T07:01:06Z 2020-10-28T07:01:06Z 2020 Conference Paper Ahmmed, F., Fuller, I. D., Killeen, D. P., Fraser-Miller, S. J., & Gordon, K. C. (2020). Capturing transient species in ionized liquid water and aqueous solutions. Proc. Of the 7th Asian Spectroscopy Conference (ASC 2020). doi:10.32655/ASC_8-10_Dec2020.58 https://hdl.handle.net/10356/144324 10.32655/ASC_8-10_Dec2020.58 en © 2020 Nanyang Technological University. application/pdf |
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Science::Chemistry Raman Spectroscopy Infrared Spectroscopy Ahmmed, F. Fuller, I. D. Killeen, D. P. Fraser-Miller, S. J. Gordon, K. C. Data fusion strategy for quantitative analysis of n-3 fatty acids in commercial krill oil |
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Raman and attenuated total reflectance-Fourier transform infrared (ATR-FTIR) spectroscopy were used to analyse seven krill oil capsules and twenty-five calibration samples to quantitate astaxanthin, EPA plus DHA and other important fatty acids. Spectroscopic data was calibrated against FAME profiles (measured by GC-MS) and astaxanthin concentrations (measured by UV-VIS). Raman spectra was found to be suitable to quantify astaxanthin, EPA, DHA and EPA + DHA, with reasonable root mean square error of prediction (RMSEP) for test set validation: 40 μg g-1, 2.5%, 2.2% and 4.5% respectively. |
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Asian Spectroscopy Conference 2020 |
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Asian Spectroscopy Conference 2020 Ahmmed, F. Fuller, I. D. Killeen, D. P. Fraser-Miller, S. J. Gordon, K. C. |
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Conference or Workshop Item |
author |
Ahmmed, F. Fuller, I. D. Killeen, D. P. Fraser-Miller, S. J. Gordon, K. C. |
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Ahmmed, F. |
title |
Data fusion strategy for quantitative analysis of n-3 fatty acids in commercial krill oil |
title_short |
Data fusion strategy for quantitative analysis of n-3 fatty acids in commercial krill oil |
title_full |
Data fusion strategy for quantitative analysis of n-3 fatty acids in commercial krill oil |
title_fullStr |
Data fusion strategy for quantitative analysis of n-3 fatty acids in commercial krill oil |
title_full_unstemmed |
Data fusion strategy for quantitative analysis of n-3 fatty acids in commercial krill oil |
title_sort |
data fusion strategy for quantitative analysis of n-3 fatty acids in commercial krill oil |
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2020 |
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https://hdl.handle.net/10356/144324 |
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1683494005797552128 |