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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Main Authors: Ahmmed, F., Fuller, I. D., Killeen, D. P., Fraser-Miller, S. J., Gordon, K. C.
Other Authors: Asian Spectroscopy Conference 2020
Format: Conference or Workshop Item
Language:English
Published: 2020
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Online Access:https://hdl.handle.net/10356/144324
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spelling 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
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Science::Chemistry
Raman Spectroscopy
Infrared Spectroscopy
spellingShingle 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
description 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.
author2 Asian Spectroscopy Conference 2020
author_facet Asian Spectroscopy Conference 2020
Ahmmed, F.
Fuller, I. D.
Killeen, D. P.
Fraser-Miller, S. J.
Gordon, K. C.
format Conference or Workshop Item
author Ahmmed, F.
Fuller, I. D.
Killeen, D. P.
Fraser-Miller, S. J.
Gordon, K. C.
author_sort 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
publishDate 2020
url https://hdl.handle.net/10356/144324
_version_ 1683494005797552128