Using Generalized Procrustes Analysis for Evaluation of Sensory Characteristic Data of Lamb Meat

Generalized Procrustes Analysis (GPA) is a multivariate statistic method that is used at the evaluation of sensory analyses in the food industry. GPA provides benefit in terms of decreasing the difference between the panellists and bringing the data obtained from different panellists together. In this study, the aim was to determine the effect of a pre-slaughter fasting period on sensory characteristics of lambs fed with different rations using GPA. Semi-trained panellists formed from twenty-six persons were requested for evaluation of the meat samples such as tenderness, juiciness, flavour and overall liking rated on a scale of 1(extremely dislike) to 9 (extremely good). The first two factors obtained by GPA explained 66.74% of total variability. As a result of the analysis, it was determined that 12 h and 24 h fasting of lambs fed barley supplemented with alfalfa hay were less preferable when compared to lambs fed alfalfa hay only. In addition, lambs in both groups with 48 h fasting were preferred less by the panellists. In conclusion, GPA analysis provides useful data concerning the sensitivity of each panellist in a sensory panel test.

___

Adnøy T, Haug A, Sørheim O, Thomassen MS, Varszegi Z, Eik LO. 2005. Grazing on mountain pastures – does it affect meat quality in lambs?. Livestock Production Science, 94: 25–31.

Alcalde MJ, Moreno-Indias I, Horcado A, Molina A, Juarez M. 2014. Generalized procrustes analysis (GPA) as a tool to discriminate sheep breeds. Archiv. Tierzucht, 57: 1-10.

Dijksterhuis G. 1996. Procrustes analysis in sensory research. http://www.econ.upf.edu/docs/seminars/dijksterhuis3.pdf [Erişim: 19.08.2016].

Ekiz B, Yılmaz A, Özcan M, Kaptan C, Hanoğlu H, Erdoğan İ, Yalçıntan H. 2009. Carcass measurements and meat quality of Turkish Merino, Ramlic, Kivircik, Chios and Imroz lambs raised under an intensive production system. Meat Science, 82: 64-70.

Ferguson DM, Warner RD. 2008. Have we underestimated the impact of pre-slaughter stress on meat quality in ruminants. Meat Science, 80: 12–19.

Font-i-Furnols M, Guerrero L. 2014. Consumer preference, behavior and perception about meat and meat products: an overview. Meat Science, 98: 361-371. Guerrero A, Velandia Valero M, Campo MM, Sañudo C. 2013. Some factors that affect ruminant meat quality: from the farm to the fork. Review Acta Scientiarum Animal Sciences, 35: 335-347.

Honikel KO. 2004. Conversion of Muscle to Meat. (Editors: Jensen, Devine, Dikeman) Encyclopedia of Meat Sciences. Academic Press, London. Pp: 238-242.

Karaca S, Erdoğan S, Kor D, Kor A. 2016. Effects of pre- slaughter diet/management system and fasting period on physiological indicators and meat quality traits of lambs. Meat Science, 116: 67-77.

Keskin S, Kor A, Karaca S. 2012. Evaluation of sensory characteristics of sheep and goat meat by Procrustes Analysis. Czech Journal of Animal Science, 57: 516-521.

Kor A, Keskin S. 2011. Quality and sensory evaluation for goat meat using generalized procrustes analysis. Journal of Animal and Veterinary Advances, 10: 1313-1316.

Rodriques S, Teixeira A. 2009. Effect of sex and carcass weight on sensory quality of goat meat of Cabrito Transmontano. Journal of Animal Science, 87: 711-715.

Rodriques S, Teixeira A. 2013. Use of generalized procrustes analysis (GPA) to test the effects of sex and carcass weight on sensory quality evaluations of Terrincho lamb meat. Meat Science, 93: 485-488.

Rodriques S, Teixeira A. 2014. Effect of breed and sex on pork meat sensory evaluation. Food and Nutrition Sciences, 5: 599-605.

Sanudo C, Campo M, Olleta JL, Joy M, Delfa R. 2007. Evaluation of carcass and meat quality in cattle and sheep. Methodologies to Evaluate Meat Quality in Small Ruminants (EAAP No 123: 225), Wageningen Academic Publishers, Netherlands.

Tomic O. 2013. Differences between generalised procrustes analysis and multiple factor analysis in case of projective mapping. Master dissertation. Norwegian University of Life Sciences, Norwegian.

Wu W, Roberts SLL, Armitage JR, Tooke P, H. Cordingley HC, Wildsmith SE. 2003. Validation of consensus between proteomic and clinical chemistry datasets by applying a new randomisation F-test for generalised procrustes analysis, Analytica Chimica Acta, 490: 365-378
Türk Tarım - Gıda Bilim ve Teknoloji dergisi-Cover
  • ISSN: 2148-127X
  • Yayın Aralığı: Aylık
  • Başlangıç: 2013
  • Yayıncı: Turkish Science and Technology Publishing (TURSTEP)
Sayıdaki Diğer Makaleler

Mikrobesin Maddelerin Şeker Pancarın Sonja Çeşidinde Yapraktan Uygulamasının Tarımsal Özellikleri Üzerine Etkileri

Sina Siavash MOGADDAM, Seyyed Ali NOORHOSSEINI, Amir RAHİMİ, Mortaza HAJYZADEH

The Effect of Drying Methods on Color and Chlorophyll Content of Parsley Leaves

İLKNUR ALİBAŞ, Mahrukh Parveez ZIA, Aslıhan YILMAZ

Nutrition content assessment of Arachis hypogaea L. samples grown in the Mediterranean region of Turkey

NEZAHAT TURFAN, ASLI KURNAZ, MUHAMMET KARATAŞLI, TAHSİN ÖZER, ŞEREF TURHAN

Biberiye (Rosmarinus officinalis) ve Aloe Vera (Aloe barbadensis) Ekstraktları Katkılı Yemlerin Nil Tilapyası (Oreochromis niloticus) Balıklarının Büyüme Performansı ve Yem Kullanımı Üzerine Etkilerinin Araştırılması

Mehmet GÜLER, Birsen KİRİM, Deniz ÇOBAN, EBRU YILMAZ

Influence of Rice Husk Biochar on Water Holding Capacity of Soil in The Savannah Ecological Zone of Ghana

Ammal ABUKARI

Investigation of Chicken Meat Consumption Habits in Terms of Improvement of Broiler Breeding: A Case Study of Uşak Province

ATİLA YILDIZ, Asuman ARSLAN DURU

Etlik Piliç Yetiştiriciliğinin Geliştirilmesi Açısından Tavuk Eti Tüketim Alışkanlıklarının İncelenmesi: Uşak İli Örneği

Atila YILDIZ, Asuman ARSLAN DURU

Farklı Çözündürme Yöntemlerinin Dondurulmuş Midye ve Karides Etlerinin Kalite Parametreleri Üzerindeki Etkisi

Kübra ÜNAL, Zafer CEYLAN

The Comparison of Milk and Reproductive Performance of Saanen and Saanen × Hair Goat Crossbreds (F1, B1 & B2) and Growth Performance of their Kids in Semi-Intensive Production System

Mesut YILDIRIR, ORHAN KARADAĞ, Mustafa YILMAZ, Mehmet Akif YÜKSEL, Tamer SEZENLER, AYHAN CEYHAN

The Effect of Irrigation Water Salinity on the Morphological and Physiological Traits of Swiss Chard (Beta vulgaris L. var. cicla Moq.)

MURAT DEVECİ, Şükrü ÖZTÜRK, SÜREYYA ALTINTAŞ, LEVENT ARIN