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Instrumental colour measurement as a tool for light veal carcasses on-line evaluation

Horcada Ibáñez, Alberto Luis; Juárez, Manuel; Molina, Antonio; Valera Córdoba, María Mercedes; Beriain Apesteguía, María J.

Abstract

Eight-hundred and forty-five veal carcasses (535 males and 310 females) from Pirenaica breed and its crosses with Charolais and Limousin were used to compare carcass colour visual assessments 60 min post-mortem with the values obtained using a spectrocolorimeter (CIE Lab colour system) on the pectoralis superficialis muscle. Carcass weights ranged between 240 and 360 kg. Visual colour was subjectively evaluated by two trained assessors. The best correlation between visual appraisal and L* was observed in carcasses of 300-320 kg. A relatively strong correlation between visual appraisal and a* values was observed in carcasses of 280-300 kg of weight. However, the correlation between b* and visual appraisal was low. Using discriminant functions that included L* and a*, the spectrocolorimeter classified correctly 60% of carcasses in the class colour assigned by the assessors. In fact, 99% of male and 96% of female carcasses were correctly assigned in the most common colour of veal carcasses in the Spanish market (‘pink’, 5). These results indicate that on-line instrumental colour measurements on pectoralis superficialis muscle could be recommended to objectively evaluate carcass colour of commercial veal for the Spanish market.

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A chi Tie zuch A chi es Animal B eeding ISSN: 0003-9438 This p o isional PDF was buil om he pee - e iewed and accep ed manusc ip submi ed by he au ho (s). The manusc ip has no been copyedi ed, o ma ed o p oo ead. Please no e ha he p o isional e sion can di e om he inal e sion. Final ully o ma ed e sion will be a ailable soon. O iginal s udy Ins umen al colou measu emen as a ool o ligh eal ca casses on-line e alua ion Albe o Ho cada1, Manuel Juá ez2, An onio Molina3, Me cedes Vale a1and Mª José Be iain4 1Depa men o Ag o o es y Science, ETSIA, Uni e si y o Se ille, Se ille, Spain, 2Lacombe Resea ch Cen e, Lacombe, Albe a, Canada, 3Depa men o Gene ic, Uni e si y o Co doba, Co doba, Spain, 4ETSIA, Public Uni e si y o Na a a, Pamplona, Spain Fo in o ma ion abou “A chi Tie zuch ” please isi h p://www.a chi ie zuch .de/. A chi Tie zuch 56 (2013) 85 doi: 10.7482/0003-9438-56-085 Recei ed: 9 Ap il 2013 Accep ed: 24 July 2013 Online: 12 Augus 2013 Co esponding au ho : Albe o Ho cada Ibáñez; email: [email p o ec ed] Depa men o Ag o-Fo es y Sciences, ETSIA, Uni e si y o Se ille, C a. U e a km 1, 41013 Se ille, Spain © 2013 by he au ho s; licensee Leibniz Ins i u e o Fa m Animal Biology (FBN), Dumme s o , Ge many. This is an Open Access a icle dis ibu ed unde he e ms and condi ions o he C ea i e Commons A ibu ion 3.0 License (h p://c ea i ecommons.o g/licenses/by/3.0/). 1 Ins umen al colou measu emen as a ool o ligh eal ca casses on-line e alua ion Albe o Ho cada1, Manuel Juá ez2, An onio Molina3, Me cedes Vale a1 and Mª José Be iain4 1Depa men o Ag o o es y Science, ETSIA, Uni e si y o Se ille, Se ille, Spain, 2Lacombe Resea ch Cen e, Lacombe, Albe a, Canada, 3Depa men o Gene ic, Uni e si y o Co doba, Co doba, Spain, 4ETSIA, Public Uni e si y o Na a a, Pamplona, Spain Co esponding au ho : Albe o Ho cada Ibáñez; email: [email p o ec ed] Depa men o Ag o-Fo es y Sciences, ETSIA, Uni e si y o Se ille, C a. U e a km 1, 41013 Se ille, Spain Tel: +34 954 486448 Fax: +34 954 486436 Abs ac Eigh -hund ed and o y- i e eal ca casses (535 males and 310 emales) om Pi enaica b eed and i s c osses wi h Cha olais and Limousin we e used o compa e ca cass colou isual assessmen s 60 min pos -mo em wi h he alues ob ained using a spec ocolo ime e (CIE Lab colou sys em) on he pec o alis supe icialis muscle. Ca cass weigh s anged be ween 240 and 360 kg. Visual colou was subjec i ely e alua ed by wo ained assesso s. The bes co ela ion be ween isual app aisal and L* was obse ed in ca casses o 300-320 kg. A ela i ely s ong co ela ion be ween isual app aisal and a* alues was obse ed in ca casses o 280-300 kg o weigh . Howe e , he co ela ion be ween b* and isual app aisal was low. Using disc iminan unc ions ha included L* and a*, he spec ocolo ime e classi ied co ec ly 60% o ca casses in he class colou assigned by he assesso s. In ac , 99% o male and 96% o emale ca casses we e co ec ly assigned in he mos common colou o eal ca casses in he Spanish ma ke (‘pink’, 5). These esul s indica e ha on-line ins umen al colou measu emen s on pec o alis supe icialis muscle could be ecommended o objec i ely e alua e ca cass colou o comme cial eal o he Spanish ma ke . Keywo ds: ca cass colou , ca cass eal, ch omame e , CIE Lab INTRODUCTION Ca cass colou is an impo an ac o o de e mine he p ice o ca casses a he aba oi . Speci ically, consume s’ assessmen o gene al mea condi ion is based on hei isual pe cep ion o mea colou . In his sense, Spanish eal is commonly slaugh e ed a 12 mon hs old and 450 kg o body weigh because ca casses show ligh colou . In he Eu opean Union, eal ca casses a e classi ied acco ding o sex, age, body weigh , con o ma ion (SEUROP-sys em classi ica ion) and deg ee o a ness (EEC, 1991). In addi ion, colou , as a de e minan in p icing eal ca casses, is ano he impo an ca cass quali y cha ac e is ic. A he aba oi , quali ied obse e s 2 e alua e ca cass con o ma ion, deg ee o a ness and colou (Hulsegge & Me kus, 1999). Veal ca cass colou may be isually de e mined by obse a ion as a whole (Kuchida e al., 2001), o on an indi idual muscle such as he ec us abdominis (Hulsegge e al., 2001) o he pec o alis p o undus (Lagoda e al., 2002). Howe e , in Spain, colou scales a e no o icially egula ed. Since he pe cep ion o colou is highly in luenced by he obse e , i is impo an o know he objec i e measu emen s o colou in o de o a oid he subjec i e judgemen (Van Oeckel e al. 1999; Lagoda e al. 2002). Recen ly, he egula ion EEC 1249/2008 (EEC, 2008) has shown he need o de elop au oma ed echniques, s a is ical es s, o imp o e sys ems o classi ica ion o bee ca casses a he aba oi . Mo eo e he bee indus y has become inc easingly in e es ed in implemen ing s a egies o imp o ing and educing a ia ion in ca cass and mea quali y (Cannell e al. 2002; Indu ain e al. 2008). Ca cass discolo a ion can esul in a la ge mone a y loss o he e aile and o he segmen s o he indus y. Speci ically, commissions o mea quali y labels a e in e es ed in an on-line ins umen al me hod o de e mine he colou o eal ca casses a he aba oi , p oducing equi alen esul s o isual colou scales. Di e en ins umen s o de e mine colou ha e been es ed o on-line measu emen (Mancini and Hun , 2005; Goñi e al., 2008). Ea lie esul s showed ha , using disc iminan ules, spec opho ome y shows an accep able accu acy o p edic ion o eal colou classes (Hulsegge e al., 2001). The e lec ance spec um ob ained by spec opho ome y, as well as he ich oma ic coo dina es o CIE L*a*b*, a e as , non-des uc i e, on-line and eadily a ailable me hods o de e mine mea colou (Ripoll e al. 2008). Ins umen al me hods based in spec a o colou a e able o app ecia e indi idual L*, a*, b* coo dina es, as epo ed by Denoyelle & Be ny (1999) and Indu ain e al. (2008) in su ace o eal ca cases in he aba oi . Fu he mo e, s udies on mea colou ha e epo ed a posi i e co ela ion be ween he a* index and he isual e alua ion o colou by consume s (Chan e al. 1995). Klon e al. (1999) also obse ed a high co ela ion be ween isual and ins umen al measu emen s o eal ca cass colou , and sugges ed ha an objec i e ins umen al eal ca cass colou classi ica ion could be de eloped. The aim o his wo k was o e alua e he e ec i eness o ins umen al colou measu emen s o he spec opho ome y echnique on pec o alis supe icialis muscle unde on-line p ac ical condi ions in comme cial aba oi s o de e mine ca cass colou o s anda d young Spanish eal and o cla i y i i can eplace isual assessmen as a way o educing cos and con ibu e o he de elopmen o he bee indus y. MATERIALS AND METHODS Animal managemen and sampling A o al o 845 young eal (535 males and 310 emales) o Pi enaica b eed and i s c osses wi h Cha olais and Limousine we e e alua ed du ing a wo-yea pe iod. E e y wo weeks, app oxima ely 15-20 ca casses we e collec ed om an o icial aba oi . Animals we e killed a abou 530 kg li e weigh and 390 days o age o males, and 380 kg li e weigh and 340 days o age o emales. Animals we e slaugh e ed 12 h a e a i al acco ding o he o icial me hod (RD 640/2006). P io o placing he ca casses in he coole o ageing (60 min pos -mo em, 3ºC), a licensed echnician g aded hem o con o ma ion and deg ee o a ness acco ding o he SEUROP sys em (EEC, 1991). Ca casses we e classi ied using he SEUROP classi ica ion scales o con o ma ion (S, supe io ; E, excellen ; U, e y good; R, 3 good; O; ai ; P, poo ) sco ing om 18 o ’S+’ o 1 o ’P-’. Fo he a co e classi ica ion (1, low g easy; 2, sligh ; 3, medium; 4, high; 5, e y g easy) he sco e was 15 o ’5+’ and 1 o ’1-’. A e chilling o 24 h a 3ºC, ca casses we e weighed and pH was measu ed in he longissimus do si pa s lumbo um muscle using a po able C ison pHme e , model 507 (C ison ins umen s S.A. Ba celona, Spain), equipped wi h a pene a ion elec ode and a empe a u e p obe. Acco ding o he Spanish comme cial sys em o bo ine ca cass classi ica ion (RD 225/2008), he ca casses we e g ouped by weigh ange as ollows: W1, <240 kg; W2, 240-260 kg; W3, 261-280 kg; W4, 281-300 kg; W5, 301-320 kg; W6, 321-340 kg; W7, >340 kg. P ocedu es we e conduc ed acco ding o he guidelines o he Council Di ec i e 86/609/EEC (1986) on he p o ec ion o animals used o expe imen al and o he scien i ic pu poses. Visual assessmen o colou The pec o alis supe icialis muscle colou was e alua ed a 60 min pos -mo em in o di e en colou classes acco ding a e e ence sys em p oposed by he egula ions o he P o ec ed Geog aphical Indica ion ‘Te ne a de Na a a- Na a oako-A a xea’ (ECC, 2004) o ca casses eal. A 15-poin colou scale ( anging 1= pale pink o 15= da k ed) was employed by wo quali ied independen assesso s ained and acc edi ed by he Go e nmen o Na a e (Spain). Then, a o al o 1690 assessmen s (2 o each ca cass) we e ob ained. Ins umen al de e mina ion o colou Ca cass colou was ins umen ally measu ed on he pec o alis supe icialis muscle using a Minol a CM2002 spec ocolo ime e (Minol a Came a Co., Japan) (λ: 400-700 nm, ∆ λ: 10nm, D65, 10º). Colou was exp essed in he CIE L*a*b* colou sys em (CIE, 1976). Values we e de e mined in ca cass on a - ee su ace a ea o he pec o alis supe icialis muscle. Th ee colou measu emen s o each animal we e aken on-line using di e en ins umen o ien a ions. The measu emen o ca cass colou is ecommended in he ec us abdominis muscle (Ame ican Mea Science Associa ion, 2001), bu on-line accessibili y a he aba oi is limi ed. Howe e , he pec o alis supe icialis muscle was chosen as one o he mos accessible muscles on he ca cass su ace o on-line measu emen s a he aba oi . Fu he mo e, he pec o alis supe icialis muscle shows an a ea ee o a and ascia a e emo al o he d essing o e he skin o ca le. S a is ical analysis Desc ip i e s a is ical analysis was pe o med o all he s udied ai s. The ep oducibili y o isual assessmen echniques was es ima ed as he p obabili y ha wo app aise s p oduced he same app aisal o he same colou class. I was es ima e as an in a-class co ela ion be ween assignmen s class colou measu ed by wo app aise s. An analysis o a iance was ca ied ou o de e mine he s a is ical signi icance o he e ec o sex and ca cass weigh on ins umen al colou measu emen s and isual app aisal o ca casses. Fu he mo e, he co ela ion be ween isual app aisals wi h ins umen al colou ( a iables L*, a* and b*) was calcula ed o di e en anges o ca cass weigh using Pea son's co ela ion coe icien . Finally, a o wa d s epwise disc iminan analysis was ca ied ou o es ima e he deg ee o equi alence be ween he isual assessmen and he ins umen al measu emen o colou in he ca casses classi ica ion. To ca y ou a c oss alida ion 4 analysis, he da abase was di ided in o wo da a se s. The i s one o med by 64% o he da a se (1084 assessmen s) was used o es ima e he disc iminan unc ions. The emaining, 36% da a se (616 assessmen s) was used o assess hei p edic i e powe (accu acy o he spec ocolo ime e acco ding o he pe cen age o ca casses co ec ly assigned). S a is ical analyses we e pe o med using S a is ic 7.0 o Windows (S a So Inc., 2006). RESULTS AND DISCUSSION Ca cass cha ac e is ics om he animals included in his s udy a e shown in Table 1. All ca casses included showed pH alues be ween 5.3 and 5.7. The e o e, mea p oblems associa ed wi h abe an colou s had been no expec ed. On a e age, ca casses weighed 288.0±1.5 kg. The con o ma ion sco e was in ange 9-11 (co esponding ‘R+’ and ‘U-‘ con o ma ion class, espec i ely) and ange 5-6 (sligh g easy ) in e e ence o a ness ca cass. These alues a e ep esen a i e o he ligh Spanish eal ca cass ma ke (Indu ain e al., 2008). Among he ca cass weigh , he mos common g oups we e in ange 321-340 kg (W6 g oup, 33.7%), ep esen ed mainly by males, and W1 ( ange <240 kg, 29.1%) including mainly emales. W3 g oup was he leas common ange ca cass weigh (0.9%). Cha ac e is ics ca casses and dis ibu ion weigh s a e in acco ding o da a epo ed o comme cial Spanish eal (Díez e al. 2006). Table 1 Ca cass cha ac e is ics (mean and s anda d e o , s.e.) o male and emale Spanish eal ca casses Visual assessmen The dis ibu ion o 845 eal ca casses o e 15 colou classes (mean alues o he wo obse e s) is shown in Figu e 1. Only ca casses wi hin 3 and 9 colou classes we e epo ed. The la ges numbe o ca casses (61.0%) was classi ied in colou class 5 (pink). In Spain, ca casses wi h a sco e o ‘5’ a e highly aluable as consume s p e e ligh pinkish mea (Albe i e al., 2005). Simila ly, Klon e al. (1999) in The Ne he lands, and Denoyelle & Be ny (1999) in F ance epo ed ha pink is he mos common colou in cal e ca casses. Figu e 1. Dis ibu ion o isually assessed ca cass colou classes (15 poin colou scale: 1=pale pink o 15= da k ed) o eal ca casses Bo h assesso s assigned 84.6% o he ca casses o he same sco e; in 11.4% o he ca casses he e was a di e ence o one class. Only 4.0% o he ca casses analyzed showed a di e ence o wo classes be ween he alues assigned by he assesso s. In ac , he ep oducibili y o he isual colou assessmen by wo assesso s was highe (98%) in hea ie ca casses (W7), wi h highe con o ma ion sco es (U+) and lowe deg ee o a ness (1+). This deg ee o ep oducibili y is highe han hose desc ibed by Goñi e al. (2008) (assesso ag eemen = 78.0%) and Hulsegge e al. (2001) (assesso ag eemen = 69.4%) using a 10 poin scale. Lowe ag eemen among assesso s was epo ed by Eikelenboom e al. (1992) using a 5 poin s scale (only o 59% o he ca casses bo h assesso s assigned he same colou class). The e o e, ca ying ou a s udy o compa e he isual e alua ion wi h 5 ins umen al colou measu emen s in eal ca casses is possible, as sugges ed by Denoyelle & Be ny (1999) and Mancini and Hun (2005). Rela ionship be ween colou isual and ins umen al measu emen s Table 2 shows he CIE colou coo dina e (L*, a* and b*) and isual app aisal alues o pec o alis supe icialis muscle acco ding o gende and ca cass weigh . The colou o pec o alis supe icialis muscle in he p esen s udy was pink as desc ibed by Be iain e al. (2009) o simila animals om he Spanish ma ke . The colou o he pec o alis supe icialis muscle om emales was sligh ly da ke han o males (P<0.01). Some au ho s ha e epo ed ha da k-colou ed emale ca casses may be associa ed wi h highe myoglobin con en (Wul e al., 1997). Signi ican di e ences be ween he di e en ca cass weigh s we e obse ed (P<0.001) and hea ie ca casses we e edde . Table 2 Mean and s anda d e o (s.e.) o ins umen al colou and isual app aisal o pec o alis supe icialis muscle in eal ca casses Co ela ion be ween ins umen al colou alues and he mean isual colou e alua ion sco e by gende and ca cass weigh g oup a e p esen ed in Table 3. The co ela ion coe icien s o L* a* and b* alues we e mode a e-low. The esul s o co ela ion be ween isual app aisal and ins umen al assessmen in he li e a u e a e inconsis en . In his wo k, co ela ion mode a e o L* ( ange om -0.02 o -0.50 and o a* ( ange om 0.13 o 0.67) we e obse ed, while he co ela ion coe icien o he b* alue can be conside ed mode a e-low ( ange 0.06 o -0.44). Simila esul s we e showed by Denoyelle & Be ny (1999), who obse ed ela i ely weak co ela ion be ween he b* alue and he isual assessmen o eal ca cass colou . Only Lagoda e al. (2002) ound a signi ican co ela ion be ween he isual sco es and b* alue. The ela ionship be ween isual and ins umen al colou measu emen s ound o he L* and a* alues we e a iable among ca cass ypes. In he p esen s udy, he highes co ela ion be ween isual app aisal and L* was obse ed in ca casses be ween 301 and 320 kg (W5) ( =-0.50; P <0.01). A ela i ely s ong co ela ion was obse ed be ween isual app aisal and edness (a*) alues in ca casses be ween 281 and 300 kg (w4) ( =0.67; P <0.01). Au ho s ha e epo ed a posi i e co ela ion be ween a* and he isual e alua ion o colou by consume s (Chan e al., 1995). The esul s o his s udy sugges ha CIE Lab coo dina es in he pec o alis supe icialis muscle a e closely co ela ed wi h he isual colou e alua ion sco es, as epo ed by Goñi e al. (2008) in he longissimus do si muscle o eal. Thus, di e ences be ween L* and a* coo dina es could be used o assign he colou o eal ca casses, as sugges ed by Denoyelle & Be ny (1999), while he coo dina e b* would no be included due o i s weak co ela ion alues. This use o he spec ocolo ime e would be o pa icula in e es o de e mining colou o ca casses be ween 280 and 320 kg. Table 3 Co ela ions be ween L*, a*, b* in pec o alis supe icialis muscle wi h isual assessmen om obse e s in eal by ca cass ype Disc iminan analysis In o de o e alua e he e ec i eness o he colo ime e o de e mine he colou o eal ca casses compa ed o isual app aisal, a canonical disc iminan analysis model was es ed. The accu acy o each ule was assessed wi h he pe cen o co ec 6 p edic ions o each o he i een colou classes. In his s udy, disc imina ion equa ions we e de eloped abou 64% o he assessmen s ca casses (684 assessmen s om males and 400 om emales) and es ed wi h he emaining ones ( able 4). Then, unde p ac ical condi ions, pe o mance o he spec ocolo ime e was es ima ed in 198 male and 110 emale ca casses as he pe cen age o ca casses co ec ly assigned wi hin colou class. This pe cen age ep esen ed ca casses whose sco es p edic ed by he spec ocolo ime e co esponded o he sco e gi en by isual assessmen (15-poin scale). Table 4 shows he pe cen age o ca casses co ec ly assigned o hei colou class by he disc iminan unc ions using a combina ion o he colou coo dina es alues L* and a*. The coo dina e b* was no included in he model because i showed li le co ela ion wi h isual assessmen . In gene al, employing L* and a* alues in classi ica ion unc ions, 60.8% and 59.3% o male and emale ca cass colou classes, espec i ely, we e co ec ly assigned by he ins umen al me hod. In ac , he spec ocolo ime e co ec ly classi ied 98.9 and 95.4% o he ca casses (male and emale, espec i ely) wi hin he colou class 5. This colou class is he mos common in he comme cial ligh ca cass eal in Spain ( igu e 1). Fo o he colou classes, lowe co ec assigna ions we e ob ained by ins umen al measu emen o colou . In ac , he colou classes 3, 4 and 6 could no be assigned using ins umen al colou measu emen s. Hulssegge e al. (2001) using disc iminan unc ions based on he ins umen al colou pa ame e L* and a* alues and 10 colou classes, epo ed highe pe cen ages o co ec sample classi ica ion (highe 60%). On he o he hand, Denoyelle & Be ny (1999) epo ed co ec assigna ion o 80% o ca casses by ins umen al colou sco e when a ou -colou scale sco es was used. The e o e, he me hod p oposed o colou disc imina ion wi h a 15-poin s scale showed di icul ies, and only he mos equen class in he Spanish ma ke (5; ‘pink’) could be co ec ly assigned. This may be due o he low ep esen a ion o o he colou classes in he comme cial eal popula ion in Spain (sampled o he p esen s udy). Table 4 Pe cen age co ec ly assigned o ca cass eal colou based on he use o combina ion o L* and a* alues in disc iminan ules. Employing he disc imina ion unc ion ha used L* and a* coo dina es on weigh ca cass (Table 4), he spec ocolo ime e assigned co ec ly he colou class o up o 50% o he ca casses (wide weigh ange). The disc iminan unc ion was mo e e ec i e in ange W5, which mainly include male ca casses. In his ange o ca cass weigh (301 o 320kg) 75% o he ca casses we e co ec ly assigned. Basically, he bes co ec assignmen was obse ed in he isual assessmen ‘5’. In ac , he use o disc iminan unc ion based in L* and a* coo dina es was able o co ec ly assign 100 % o he ca casses in class ‘5’ in 281 and 340 kg weigh ca cass ange (W4 o W6). This ange weigh is he mos common in he Spanish eal ma ke . CONCLUSIONS The e alua ion o ins umen al colou in he pec o alis supe icialis muscle is limi ed. By using disc iminan ules, he spec ocolo ime e shows only an accep able accu acy o p edic ion o eal colou in he mos common class o eal ca casses when a 15 poin scale is used. The use o colou scales o less han 15 poin s o de e mine he colou o he Spanish ma ke bee ca casses mus be p oposed. Howe e , he use o a spec ocolo ime e can be ecommended as an on-line colou 7 de e mina ion o comple e he classi ica ion sys ems o bee ca casses. In o de o inc ease he accu acy o he ins umen al e alua ion, a wide ep esen a ion o he leas common ca cass colou classes should be u ilized. Acknowledgemen s The au ho s a e g a e ul o he I.T.G. Ganade o S.A., Coope a i a del Vacuno de Na a a Soc. Coop. and ‘Te ne a de Na a a-Na a oako-A a xea’ P o ec ed Geog aphical Indica ion label o hei collabo a ion and he ca cass samples used in his s udy. Re e ences Albe i P, Ripoll G, Goyache F, Lahoz F, Olle a JL, Panea B, Sañudo C (2005) Ca cass cha ac e isa ion o se en Spanish bee b eeds slaugh e ed a wo comme cial weigh s. Mea Sci 71, 514-521 Ame ican Mea Science Associa ion (2001) Mea e alua ion handbook. Ame ican Mea Science Associa ion, Sa oy, IL, USA. Be iain MJ, Goñi MV, Indu ain G, Sa iés MV, Insaus i K (2009). P edic ing Longissimus do si myoglobin oxida ion in aged bee based on ea ly pos -mo em colou measu emen s on he ca cass as a colou s abili y index. Mea Sci 81, 439-445 Cannell RC, Belk KE, Ta um JD, Wise JW Chapman PL, Scanga JA, Smi h GC (2002) Online e alua ion o a comme cial ideo image analysis sys em (compu e Vision Sys em) o p edic bee ca cass ed mea yield and o augmen ing he assigna ion o USDA yield g ade. J Anim Sci 80, 1195-1201 Chan WK, Hakka ainen K, Fau sman C, Schae e DM, Selle KK, Liu Q (1995) Colou s abili y and mic obial g ow h ela ionships in bee as a ec ed by endogenous α- ocophe ol. J Food Sci 60, 966-971 CIE (1976) Comision In e na ional de l’Éclai age. O icial Recommenda ions on Uni o m Colou Spaces. Colou Di e ence Equa ions and Me ic Colou Te ms. Suppl2. CIE Publica ion 15 Colou ime y, Pa is Council Di ec i e 86/609/EEC o 24 No embe 1986 on he app oxima ion o laws, egula ions and adminis a i e p o isions o he Membe S a es ega ding he p o ec ion o animals used o expe imen al and o he scien i ic pu poses. O icial Jou nal L 358, 1-28 Denoyelle C, Be ny F (1999) Objec i e measu emen o eal colou o classi ica ion pu pose. Mea Sci 53, 203-209 Díez J, del Coz JJ, Bahamonde A, Sañudo C, Olle a JL, Macie S, Campo MM, Panea B, Albe ı P (2006) Iden i ying ma ke segmen s in bee : B eed, slaugh e weigh and ageing ime implica ions. Mea Sci 74, 667-675 EEC (1991) Commission Regula ion (EEC) 2237/91 o July 1991 amending Regula ion (EEC) 2930/81 adop ing addi ional p o ision o he applica ion o he Communi y scale o he classi ica ion o ca casses o adul bo ine animals. O icial Jou nal o he Eu opean Union 204, 11-12. EEC (2004) Commission Regula ion (EEC) 1483/2004 o 20 Augus 2004 supplemen ing he Annex o Regula ion (EC) 2400/96 on he en y o ce ain names in he Regis e o p o ec ed designa ions o o igin and p o ec ed geog aphical indica ions (‘Ca ne de la Sie a de Guada ama’.’Te ne a de Na a a’ o ‘Na a oako A a xea’. ‘Ca ne de Vacuno del País Vasco’ o ‘Euskal Okela’. ‘Te ne a As u iana’ and ‘Ca ne de Can ab ia’). O icial Jou nal o he Eu opean Union 273, 3-4 8 EEC (2008) Commission Regula ion (EEC) 1249/2008 o 10 Decembe 2008 laying down de ailed ules on he implemen a ion o he Communi y scales o he classi ica ion o bee , pig and sheep ca cases and he epo ing o p ices he eo . O icial Jou nal o he Eu opean Union 337, 3-30 Eikelenboom G, Ho ing-Bolink AH, Hulsegge B (1992) E alua ion o in asi e ins umen s o assessmen o eal colou a ime o classi ica ion. Mea Sci 31, 343-349 Goñi V, Indu ain G, He nández B, Be iain MJ (2008) Measu ing muscle colo in bee using an ins umen al me hod e sus isual colo scales. J Muscle Foods 19, 209-221 Hulsegge I, Me kus G (1999) De elopmen o a colou scale o colou e alua ion o bee ca casses a 60 min pos mo em. J Sci Food Ag ic 79, 907-910 Hulsegge B, Engel B, Buis W, Me kus G, Klon R (2001) Ins umen al colou classi ica ion o eal ca casse. Mea Sci 57, 191-195 Indu ain G, Goñi V, Ho cada A, Insaus i K, He nández B, Be iain MJ (2008). Colou di e ences among ca casses g aded wi h simila s o e o con o ma ion and a ness. Animal 2 1093-1100 Klon RE, Ba nie VMH, Smulde s FJM, Dijk AV, Ho ing-Bolink AH, Eikelenboom G (1999) Pos -mo em a ia ion in pH. Tempe a u e, and colou p o iles o eal ca casses in ela ion o b eed, blood haemoglobin con en , and ca cass cha ac e is ics. Mea Sci 53, 195-202 Kuchida K, Hasegawa M, Suzuki M, Miyoshi S (2001) P edic ion o bee colou s anda d numbe om digi al image ob ained by using pho og aphing equipmen o c oss sec ion o ca cass. J Anim Sci 72, 321-328 Lagoda HL, Wilson LL, Henning WR, Flowe s SL, Mills ES (2002) Subjec i e and objec i e e alua ion o eal lean colou . J Anim Sci 80, 1911-1916 Manzini RA, Hun MC (2005). Cu en esea ch in mea colo . Mea Sci 71, 100-121 RD 640/2006, de 26 de mayo, po el que se egulan de e minadas condiciones de aplicación de las disposiciones comuni a ias en ma e ia de higiene, de la p oducción y come cialización de los p oduc os alimen icios. BOE 126, 19999- 20002 RD 225/2008, de 15 de eb e o, po el que se comple a la aplicación del modelo comuni a io de clasi icación de las canales de acuno pesado y se egula el egis o de los p ecios de me cado. BOE 56, 13309-13319 Ripoll G, Joy M, Muñoz F, Albe i P (2008) Mea and a colou as a ool o g ass- eeding sys em in ligh lamb p oduc ion. Mea Sci 80, 239-248 S a So , Inc (2006). STATISTICA (da a analysis so wa e sys em) 7. www.s a so .com. Van Oeckel M, Wa nan s J Boucqué CV (1999) Measu emen and p edic ion o po k colou . Mea Sci 52, 347-354 Wul DM, O’Conno SF, Ta um JD, Smi h GC (1997) Using objec i e measu es o muscle colou o p edic bee longissimus ende ness. J Anim Sci 75, 684-689