Rapid compositional analysis of Atlantic salmon ( Salmo salar ) using visible-near infrared reflectance spectroscopy

Rapid measurement of salmon flesh quality parameters (>400 samples day -1 ) was demonstrated in the laboratory and remotely at industrial sites. Visible-near infrared spectroscopy (VNIRS) was applied to predict astaxanthin (AX) and fat content in farmed Atlantic salmon. Fish were sampled from thi...

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Published in:Aquaculture Research
Main Authors: Brown, MR, Kube, PD, Taylor, RS, Elliott, NG
Format: Article in Journal/Newspaper
Language:English
Published: Blackwell Publishing Ltd 2014
Subjects:
Online Access:https://doi.org/10.1111/are.12021
http://ecite.utas.edu.au/119524
id ftunivtasecite:oai:ecite.utas.edu.au:119524
record_format openpolar
spelling ftunivtasecite:oai:ecite.utas.edu.au:119524 2023-05-15T15:31:24+02:00 Rapid compositional analysis of Atlantic salmon ( Salmo salar ) using visible-near infrared reflectance spectroscopy Brown, MR Kube, PD Taylor, RS Elliott, NG 2014 https://doi.org/10.1111/are.12021 http://ecite.utas.edu.au/119524 en eng Blackwell Publishing Ltd http://dx.doi.org/10.1111/are.12021 Brown, MR and Kube, PD and Taylor, RS and Elliott, NG, Rapid compositional analysis of Atlantic salmon ( Salmo salar ) using visible-near infrared reflectance spectroscopy, Aquaculture Research, 45, (5) pp. 798-811. ISSN 1355-557X (2014) [Refereed Article] http://ecite.utas.edu.au/119524 Agricultural and Veterinary Sciences Fisheries Sciences Post-Harvest Fisheries Technologies (incl. Transportation) Refereed Article PeerReviewed 2014 ftunivtasecite https://doi.org/10.1111/are.12021 2019-12-13T22:18:42Z Rapid measurement of salmon flesh quality parameters (>400 samples day -1 ) was demonstrated in the laboratory and remotely at industrial sites. Visible-near infrared spectroscopy (VNIRS) was applied to predict astaxanthin (AX) and fat content in farmed Atlantic salmon. Fish were sampled from thirteen batches (1-6 kg whole weight, containing 2.3-16.3% fat and 1.2-12.5 μg g -1 AX), and models validated on small (average SD: 1.4 0.4 kg) and large fish (4.2 0.9 kg). Both constituents were well predicted in minced Norwegian Quality Cutlet (NQC) samples (r 2 ≥ 0.86; standard error of prediction (SEP) ≤ 0.7% for fat and ≤ 0.7 μg g -1 for AX). Comparable metrics were observed for AX prediction in whole NQCs (r 2 = 0.80-0.88; SEP 0.7 μg g -1 ). Fat was better predicted in small fish than large fish for whole NQCs (r 2 = 0.82, SEP 1.0% cf r 2 = 0.59, SEP = 0.59%) and non-destructive scanning through the skin of whole, gutted fish (r 2 = 0.77, SEP = 1.2% cf r 2 = 0.49, SEP = 1.5%). Models were also developed for screening polyunsaturated fatty acid (PUFA) concentrations, e.g. in NQCs for docosahexaenoic acid (r 2 = 0.73) and n-3:n-6 PUFA (r 2 = 0.89). Article in Journal/Newspaper Atlantic salmon Salmo salar eCite UTAS (University of Tasmania) Aquaculture Research 45 5 798 811
institution Open Polar
collection eCite UTAS (University of Tasmania)
op_collection_id ftunivtasecite
language English
topic Agricultural and Veterinary Sciences
Fisheries Sciences
Post-Harvest Fisheries Technologies (incl. Transportation)
spellingShingle Agricultural and Veterinary Sciences
Fisheries Sciences
Post-Harvest Fisheries Technologies (incl. Transportation)
Brown, MR
Kube, PD
Taylor, RS
Elliott, NG
Rapid compositional analysis of Atlantic salmon ( Salmo salar ) using visible-near infrared reflectance spectroscopy
topic_facet Agricultural and Veterinary Sciences
Fisheries Sciences
Post-Harvest Fisheries Technologies (incl. Transportation)
description Rapid measurement of salmon flesh quality parameters (>400 samples day -1 ) was demonstrated in the laboratory and remotely at industrial sites. Visible-near infrared spectroscopy (VNIRS) was applied to predict astaxanthin (AX) and fat content in farmed Atlantic salmon. Fish were sampled from thirteen batches (1-6 kg whole weight, containing 2.3-16.3% fat and 1.2-12.5 μg g -1 AX), and models validated on small (average SD: 1.4 0.4 kg) and large fish (4.2 0.9 kg). Both constituents were well predicted in minced Norwegian Quality Cutlet (NQC) samples (r 2 ≥ 0.86; standard error of prediction (SEP) ≤ 0.7% for fat and ≤ 0.7 μg g -1 for AX). Comparable metrics were observed for AX prediction in whole NQCs (r 2 = 0.80-0.88; SEP 0.7 μg g -1 ). Fat was better predicted in small fish than large fish for whole NQCs (r 2 = 0.82, SEP 1.0% cf r 2 = 0.59, SEP = 0.59%) and non-destructive scanning through the skin of whole, gutted fish (r 2 = 0.77, SEP = 1.2% cf r 2 = 0.49, SEP = 1.5%). Models were also developed for screening polyunsaturated fatty acid (PUFA) concentrations, e.g. in NQCs for docosahexaenoic acid (r 2 = 0.73) and n-3:n-6 PUFA (r 2 = 0.89).
format Article in Journal/Newspaper
author Brown, MR
Kube, PD
Taylor, RS
Elliott, NG
author_facet Brown, MR
Kube, PD
Taylor, RS
Elliott, NG
author_sort Brown, MR
title Rapid compositional analysis of Atlantic salmon ( Salmo salar ) using visible-near infrared reflectance spectroscopy
title_short Rapid compositional analysis of Atlantic salmon ( Salmo salar ) using visible-near infrared reflectance spectroscopy
title_full Rapid compositional analysis of Atlantic salmon ( Salmo salar ) using visible-near infrared reflectance spectroscopy
title_fullStr Rapid compositional analysis of Atlantic salmon ( Salmo salar ) using visible-near infrared reflectance spectroscopy
title_full_unstemmed Rapid compositional analysis of Atlantic salmon ( Salmo salar ) using visible-near infrared reflectance spectroscopy
title_sort rapid compositional analysis of atlantic salmon ( salmo salar ) using visible-near infrared reflectance spectroscopy
publisher Blackwell Publishing Ltd
publishDate 2014
url https://doi.org/10.1111/are.12021
http://ecite.utas.edu.au/119524
genre Atlantic salmon
Salmo salar
genre_facet Atlantic salmon
Salmo salar
op_relation http://dx.doi.org/10.1111/are.12021
Brown, MR and Kube, PD and Taylor, RS and Elliott, NG, Rapid compositional analysis of Atlantic salmon ( Salmo salar ) using visible-near infrared reflectance spectroscopy, Aquaculture Research, 45, (5) pp. 798-811. ISSN 1355-557X (2014) [Refereed Article]
http://ecite.utas.edu.au/119524
op_doi https://doi.org/10.1111/are.12021
container_title Aquaculture Research
container_volume 45
container_issue 5
container_start_page 798
op_container_end_page 811
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