Literature DB >> 32162187

Estimation of body weight in hair ewes using an indirect measurement method.

Jorge Canul-Solis1, Juan Carlos Angeles-Hernandez2, Ricardo A García-Herrera3, Oscar Enrique Del Razo-Rodríguez2, Héctor A Lee Rangel4, Angel T Piñeiro-Vazquez5, Fernando Casanova-Lugo6, Cesar A Rosales Nieto4, Alfonso J Chay-Canul7.   

Abstract

The aim of the present study was to develop and evaluate an equation to predict body weight (BW) using hip width (HW) in Pelibuey ewe lambs and ewes. Five hundred seventy-seven 2-month-old to 3-year-old, non-pregnant, non-lactating, clinically healthy ewe lambs and adult ewes with a mean BW of 34.7 ± 12.4 kg and HW of 15.6 ± 3.4 cm were considered. Three equations were evaluated: BW (kg): - 19.17 + 3.46 × HW (Eq. 1), BW (kg): - 17.79 + 3.25 × HW + 0.007 × HW2 (Eq. 2) and BW (kg): 0.39 × HW1.63 (Eq. 3). Independent data from 80 animals with similar characteristics (BW of 23.4 ± 10.9 kg and HW of 12 ± 3.1 cm) were also considered to evaluate the developed equations. The evaluation was based on the relationship between the observed and predicted values of BW analysed using a linear regression, the mean squared error of prediction (MSEP), the root MSEP (RMSEP) and the concordance correlation coefficients (CCCs). Additionally, cross-validation analyses were performed using the k-folds validation (k = 10) procedure. The correlation coefficient (r) between BW and HW was 0.94 (P < 0.001). The parameters for precision and accuracy showed that the proposed equations had high precision (R2 > 0.95%), accuracy (Cb > 0.98) and reproducibility (CCC > 0.96) in predicting the BW of ewe lambs and adult ewes. Equation (1) accurately predicted observed BW, with a bias (observed - predicted) of 4.3 kg and RMSEP of 9.68% with respect to the observed BW (random error of 84.23%); it also generated the best prediction according to the residual mean squared prediction error, coefficient of determination and mean absolute error. In conclusion, the highly correlated relationship between BW and HW in Pelibuey ewe lambs and adult ewes under humid tropic conditions enabled the development of mathematical models herein to estimate BW with an adequate goodness of fit. The linear model showed the best performance according to the goodness-of-fit evaluation and internal and external validation; hence, this model is proposed for use in both the experimental and commercial farms.

Entities:  

Keywords:  Biometric measurements; Mathematical equations; Pelibuey sheep; Prediction

Mesh:

Year:  2020        PMID: 32162187     DOI: 10.1007/s11250-020-02232-7

Source DB:  PubMed          Journal:  Trop Anim Health Prod        ISSN: 0049-4747            Impact factor:   1.559


  3 in total

1.  Prediction of Carcass Traits of Hair Sheep Lambs Using Body Measurements.

Authors:  Emmanuel Bautista-Díaz; Jesús Alberto Mezo-Solis; José Herrera-Camacho; Aldenamar Cruz-Hernández; Armando Gomez-Vazquez; Luis Orlindo Tedeschi; Héctor Aarón Lee-Rangel; Einar Vargas-Bello-Pérez; Alfonso Juventino Chay-Canul
Journal:  Animals (Basel)       Date:  2020-07-27       Impact factor: 2.752

2.  Towards the Estimation of Body Weight in Sheep Using Metaheuristic Algorithms from Biometric Parameters in Microsystems.

Authors:  Enrique Camacho-Pérez; Alfonso Juventino Chay-Canul; Juan Manuel Garcia-Guendulain; Omar Rodríguez-Abreo
Journal:  Micromachines (Basel)       Date:  2022-08-16       Impact factor: 3.523

3.  Fortification of diets with omega-3 long-chain polyunsaturated fatty acids enhances feedlot performance, intramuscular fat content, fat melting point, and carcass characteristics of Tattykeel Australian White MARGRA lambs.

Authors:  Shedrach Benjamin Pewan; John Roger Otto; Robert Tumwesigye Kinobe; Oyelola Abdulwasiu Adegboye; Aduli Enoch Othniel Malau-Aduli
Journal:  Front Vet Sci       Date:  2022-09-12
  3 in total

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