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Subcutaneous fat depth magnitude influences its measurement errors: a simulation study

dc.contributor.authorCadavez, Vasco
dc.contributor.authorRufino, José
dc.contributor.authorFonseca, António
dc.date.accessioned2010-12-17T10:08:38Z
dc.date.available2010-12-17T10:08:38Z
dc.date.issued2010
dc.description.abstractThe objectives of this study were to evaluate the impact of proportional and absolute errors on subcutaneous fat depth (SFD) measurements, and the effects on the stability of models to predict the lean meat proportion (LMP) of lamb carcasses. Ninety eight lambs (72 males and 26 females) of Churra Galega Bragançana breed were slaughtered, and carcasses were weighed (HCW) approximately 30 min after exsanguination. During carcasses quartering a caliper was used to perform SFD measurements, over the maximum depth of longissimus muscle (LM), between the 12th and 13th ribs (C12), and between the 3rd and 4th lumbar vertebrae (C3). A computer program was written in order to simulate measurement errors for C12 and C3 measurements. Two scenarios were simulated, and C12 and C3 were contaminated with: 1) proportional errors of 5, 10, and 15%, and 2) absolute errors of 0.25, 0.50, and 0.75 mm. Simple and multiple linear models to predict LMP were developed using as independent variables: 1) the measured (original) SFD measurements, and 2) the biased SFD measurements. The coefficient of determination ( ) and the residual SD (RSD) were computed. Our study demonstrates that measurement errors can have a high impact on the SFD measurements, and on models stability. We conclude that SFD measurements of higher magnitude should be preferred as predictors of LMP since they are less influenced by measurement errors, thus contributing to more stable regression models.por
dc.identifier.citationCadavez, Vasco; Amaro, Rufino; Fonseca, António (2010). Subcutaneous fat depth magnitude influences its measurement errors: a simulation study. In FOODSIM'2010 In 6th International Conference on Simulation and Modelling in the Food and Bio-Industry. Bragança: CIMO. p. 118-121. ISBN 9789077381561.por
dc.identifier.isbn90-77381-56-4
dc.identifier.urihttp://hdl.handle.net/10198/2923
dc.language.isoengpor
dc.publisherEUROSIS-ETI. Escola Superior Agrária de Bragança, CIMOpor
dc.subjectCarcasspor
dc.subjectErrorspor
dc.subjectlambspor
dc.subjectLeanpor
dc.subjectMeatpor
dc.titleSubcutaneous fat depth magnitude influences its measurement errors: a simulation studypor
dc.typeconference paper
dspace.entity.typePublication
oaire.citation.conferencePlaceJune 24-26, 2010, CIMO Research Centre, Braganca, Portugalpor
oaire.citation.endPage121por
oaire.citation.startPage118por
oaire.citation.titleFOODSIM'2010por
person.familyNameCadavez
person.familyNameRufino
person.givenNameVasco
person.givenNameJosé
person.identifierR-000-HDG
person.identifier.ciencia-id441B-01AB-A12E
person.identifier.ciencia-idC414-F47F-6323
person.identifier.orcid0000-0002-3077-7414
person.identifier.orcid0000-0002-1344-8264
person.identifier.ridA-3958-2010
person.identifier.scopus-author-id9039121900
person.identifier.scopus-author-id55947199100
rcaap.rightsopenAccesspor
rcaap.typeconferenceObjectpor
relation.isAuthorOfPublication57b410e9-f6b7-42ff-ab3d-b526278715eb
relation.isAuthorOfPublication1e24d2ce-a354-442a-bef8-eebadd94b385
relation.isAuthorOfPublication.latestForDiscovery1e24d2ce-a354-442a-bef8-eebadd94b385

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