Research Article

Rapid determination of chicken meat ratios in Beef Mixtures and Beef Sausages by Near Infrared Reflectance (NIR) spectroscopy

Volume: 71 Number: 3 July 10, 2024
EN

Rapid determination of chicken meat ratios in Beef Mixtures and Beef Sausages by Near Infrared Reflectance (NIR) spectroscopy

Abstract

This study aims to determine the percentage of chicken meat in beef and chicken mixtures, which is the most common form of beef adulteration. Ground beef and beef sausages were prepared with mixtures containing chicken meat, ranging from 0.0% to 100.0% with 5.0% increments, and analyzed using a near-infrared spectroscopy device. Optimal analysis conditions were determined through the examination of a wide range of regression models. The best regression model for ground beef mixtures yielded the following results: RMSEC (Root Mean Square Error of Calibration): 2.35, RMSEV (Root Mean Square Error of Validation): 3.36, R2C (R-Value Calibration): 0.99, R2V (R-Value Validation): 0.98. The results for beef sausages were as follows: RMSEC: 2.56, RMSEV: 3.66, R2C: 0.99, R2V: 0.98. As a result, the chicken meat content in beef mixtures was detected with a margin of error of 2.05%, while the chicken meat content in beef sausages was detected with a margin of error of 2.12%.

Keywords

Thanks

This study was derived from the Ph.D. thesis of the first author.

References

  1. Adapa P, Karunakaran C, Table L, et al (2009): Potential applications of infrared and raman spectromicroscopy for agricultural biomass. CIGR J, 11.
  2. Alomar D, Gallo C, Castañeda M, et al (2003): Chemical and discriminant analysis of bovine meat by near infrared reflectance spectroscopy (NIRS). Meat Sci, 63, 441–450.
  3. AOAC (2019): 21st Ed., AOAC International, Gaithersburg, MD, USA, Official Method 2007.04.
  4. Barbin DF, Badaró AT, Honorato DCB, et al (2020): Identification of turkey meat and processed products using near infrared spectroscopy. Food Control, 107, 106816.
  5. Barlocco N, Vadell A, Ballesteros F, et al (2006): Predicting intramuscular fat, moisture and Warner-Bratzler shear force in pork muscle using near infrared reflectance spectroscopy. Anim Sci, 82, 111–116.
  6. Bilge G, Velioglu HM, Sezer B, et al (2016): Identification of meat species by using laser-induced breakdown spectroscopy. Meat Sci, 119, 118–122.
  7. Bohrer BM (2017): Review: Nutrient density and nutritional value of meat products and non-meat foods high in protein. Trends Food Sci Technol, 65, 103-112.
  8. Boyacı İH, Temiz HT, Uysal RS, et al (2014): A novel method for discrimination of beef and horsemeat using Raman spectroscopy. Food Chem, 148, 37–41.

Details

Primary Language

English

Subjects

Veterinary Food Hygiene and Technology

Journal Section

Research Article

Early Pub Date

October 27, 2023

Publication Date

July 10, 2024

Submission Date

November 8, 2022

Acceptance Date

August 10, 2023

Published in Issue

Year 2024 Volume: 71 Number: 3

APA
Tarcan, B., & Küplülü, Ö. (2024). Rapid determination of chicken meat ratios in Beef Mixtures and Beef Sausages by Near Infrared Reflectance (NIR) spectroscopy. Ankara Üniversitesi Veteriner Fakültesi Dergisi, 71(3), 311-319. https://doi.org/10.33988/auvfd.1200920
AMA
1.Tarcan B, Küplülü Ö. Rapid determination of chicken meat ratios in Beef Mixtures and Beef Sausages by Near Infrared Reflectance (NIR) spectroscopy. Ankara Univ Vet Fak Derg. 2024;71(3):311-319. doi:10.33988/auvfd.1200920
Chicago
Tarcan, Batuhan, and Özlem Küplülü. 2024. “Rapid Determination of Chicken Meat Ratios in Beef Mixtures and Beef Sausages by Near Infrared Reflectance (NIR) Spectroscopy”. Ankara Üniversitesi Veteriner Fakültesi Dergisi 71 (3): 311-19. https://doi.org/10.33988/auvfd.1200920.
EndNote
Tarcan B, Küplülü Ö (July 1, 2024) Rapid determination of chicken meat ratios in Beef Mixtures and Beef Sausages by Near Infrared Reflectance (NIR) spectroscopy. Ankara Üniversitesi Veteriner Fakültesi Dergisi 71 3 311–319.
IEEE
[1]B. Tarcan and Ö. Küplülü, “Rapid determination of chicken meat ratios in Beef Mixtures and Beef Sausages by Near Infrared Reflectance (NIR) spectroscopy”, Ankara Univ Vet Fak Derg, vol. 71, no. 3, pp. 311–319, July 2024, doi: 10.33988/auvfd.1200920.
ISNAD
Tarcan, Batuhan - Küplülü, Özlem. “Rapid Determination of Chicken Meat Ratios in Beef Mixtures and Beef Sausages by Near Infrared Reflectance (NIR) Spectroscopy”. Ankara Üniversitesi Veteriner Fakültesi Dergisi 71/3 (July 1, 2024): 311-319. https://doi.org/10.33988/auvfd.1200920.
JAMA
1.Tarcan B, Küplülü Ö. Rapid determination of chicken meat ratios in Beef Mixtures and Beef Sausages by Near Infrared Reflectance (NIR) spectroscopy. Ankara Univ Vet Fak Derg. 2024;71:311–319.
MLA
Tarcan, Batuhan, and Özlem Küplülü. “Rapid Determination of Chicken Meat Ratios in Beef Mixtures and Beef Sausages by Near Infrared Reflectance (NIR) Spectroscopy”. Ankara Üniversitesi Veteriner Fakültesi Dergisi, vol. 71, no. 3, July 2024, pp. 311-9, doi:10.33988/auvfd.1200920.
Vancouver
1.Batuhan Tarcan, Özlem Küplülü. Rapid determination of chicken meat ratios in Beef Mixtures and Beef Sausages by Near Infrared Reflectance (NIR) spectroscopy. Ankara Univ Vet Fak Derg. 2024 Jul. 1;71(3):311-9. doi:10.33988/auvfd.1200920

Cited By