Prediction of Freshness Quality and Phosphate Residue of White Shrimp Products Using Near-Infrared Spectroscopy
Background: The manufacturing of frozen shrimp is an important industry for the economy of Thailand. The objective of this study was to use Near-Infrared (NIR) spectroscopy to determine the freshness quality, including Total Volatile Basic Nitrogen (TVB-N) and Water Holding Capacity (WHC) of white s...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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Shahid Sadoughi University of Medical Sciences
2022-06-01
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| Series: | Journal of Food Quality and Hazards Control |
| Subjects: | |
| Online Access: | http://jfqhc.ssu.ac.ir/article-1-1002-en.html |
| _version_ | 1798022931320668160 |
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| author | C. Sringarm S. Numthuam S. Salabsee S. Ditudompo T. Kunanopparat S. Rungchang |
| author_facet | C. Sringarm S. Numthuam S. Salabsee S. Ditudompo T. Kunanopparat S. Rungchang |
| author_sort | C. Sringarm |
| collection | DOAJ |
| description | Background: The manufacturing of frozen shrimp is an important industry for the economy of Thailand. The objective of this study was to use Near-Infrared (NIR) spectroscopy to determine the freshness quality, including Total Volatile Basic Nitrogen (TVB-N) and Water Holding Capacity (WHC) of white shrimp (whole and chopped shrimp) and phosphate residues of shrimp.
Methods: Sixty white shrimp samples of a size of 70-80 shrimp/kg were stored at 4 ˚C. The sample was divided into two groups by soaking in two kinds of phosphate solutions, including Sodium Tripolyphosphate (STPP) and Mixed Phosphate (NAN101). The samples were evaluated using NIR which was performed before freezing and seven days after freezing. Calibration models of the freshness and phosphate residues of fresh and frozen shrimp products were built by Partial Least Square (PLS) regression between the spectral data and the reference methods.
Results: Satisfactory PLS results were obtained from the calibration model of TVB-N of chopped shrimp with a correlation coefficient (R) of 0.94 and Ratio of Prediction to Deviation (RPD) of 3.07. However, the NIR data indicated an unreliable prediction for the WHC (R<0.5). For the determination of phosphate residuals from STPP and NAN 101, the best calibration results were R>0.94 and RPD>3.00.
Conclusion: The NIR spectroscopy was feasible for monitoring the TVB-N as well as phosphate residues of shrimp products.
DOI: 10.18502/jfqhc.9.2.10645 |
| first_indexed | 2024-04-11T17:37:59Z |
| format | Article |
| id | doaj.art-b2bab16ce8034306a62f57b9958dd73b |
| institution | Directory Open Access Journal |
| issn | 2345-685X 2345-6825 |
| language | English |
| last_indexed | 2024-04-11T17:37:59Z |
| publishDate | 2022-06-01 |
| publisher | Shahid Sadoughi University of Medical Sciences |
| record_format | Article |
| series | Journal of Food Quality and Hazards Control |
| spelling | doaj.art-b2bab16ce8034306a62f57b9958dd73b2022-12-22T04:11:33ZengShahid Sadoughi University of Medical SciencesJournal of Food Quality and Hazards Control2345-685X2345-68252022-06-01928897Prediction of Freshness Quality and Phosphate Residue of White Shrimp Products Using Near-Infrared SpectroscopyC. Sringarm0S. Numthuam1S. Salabsee2S. Ditudompo3T. Kunanopparat4S. Rungchang5 Faculty of Agriculture Natural Resources and Environment, Naresuan University, Mueang, Phitsanulok 65,000, Thailand Faculty of Agriculture Natural Resources and Environment, Naresuan University, Mueang, Phitsanulok 65,000, Thailand Faculty of Agriculture Natural Resources and Environment, Naresuan University, Mueang, Phitsanulok 65,000, Thailand Division of Food Science and Nutrition, Faculty of Agricultural Product Innovation and Technology, Srinakharinwirot University, Nakhon Nayok, Thailand Pilot Plant Development and Training Institute, King Mongkut’s University of Technology Thonburi, Bangkok, Thailand Faculty of Agriculture Natural Resources and Environment, Naresuan University, Mueang, Phitsanulok 65,000, Thailand Background: The manufacturing of frozen shrimp is an important industry for the economy of Thailand. The objective of this study was to use Near-Infrared (NIR) spectroscopy to determine the freshness quality, including Total Volatile Basic Nitrogen (TVB-N) and Water Holding Capacity (WHC) of white shrimp (whole and chopped shrimp) and phosphate residues of shrimp. Methods: Sixty white shrimp samples of a size of 70-80 shrimp/kg were stored at 4 ˚C. The sample was divided into two groups by soaking in two kinds of phosphate solutions, including Sodium Tripolyphosphate (STPP) and Mixed Phosphate (NAN101). The samples were evaluated using NIR which was performed before freezing and seven days after freezing. Calibration models of the freshness and phosphate residues of fresh and frozen shrimp products were built by Partial Least Square (PLS) regression between the spectral data and the reference methods. Results: Satisfactory PLS results were obtained from the calibration model of TVB-N of chopped shrimp with a correlation coefficient (R) of 0.94 and Ratio of Prediction to Deviation (RPD) of 3.07. However, the NIR data indicated an unreliable prediction for the WHC (R<0.5). For the determination of phosphate residuals from STPP and NAN 101, the best calibration results were R>0.94 and RPD>3.00. Conclusion: The NIR spectroscopy was feasible for monitoring the TVB-N as well as phosphate residues of shrimp products. DOI: 10.18502/jfqhc.9.2.10645http://jfqhc.ssu.ac.ir/article-1-1002-en.htmlpenaeidaeseafoodfood qualityphosphatesspectroscopynear-infrared |
| spellingShingle | C. Sringarm S. Numthuam S. Salabsee S. Ditudompo T. Kunanopparat S. Rungchang Prediction of Freshness Quality and Phosphate Residue of White Shrimp Products Using Near-Infrared Spectroscopy Journal of Food Quality and Hazards Control penaeidae seafood food quality phosphates spectroscopy near-infrared |
| title | Prediction of Freshness Quality and Phosphate Residue of White Shrimp Products Using Near-Infrared Spectroscopy |
| title_full | Prediction of Freshness Quality and Phosphate Residue of White Shrimp Products Using Near-Infrared Spectroscopy |
| title_fullStr | Prediction of Freshness Quality and Phosphate Residue of White Shrimp Products Using Near-Infrared Spectroscopy |
| title_full_unstemmed | Prediction of Freshness Quality and Phosphate Residue of White Shrimp Products Using Near-Infrared Spectroscopy |
| title_short | Prediction of Freshness Quality and Phosphate Residue of White Shrimp Products Using Near-Infrared Spectroscopy |
| title_sort | prediction of freshness quality and phosphate residue of white shrimp products using near infrared spectroscopy |
| topic | penaeidae seafood food quality phosphates spectroscopy near-infrared |
| url | http://jfqhc.ssu.ac.ir/article-1-1002-en.html |
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