Classification and regression tree analysis to predict calving ease in Sussex heifers using pelvic area dimensions and morphological traits

Objectives: The objective of this study was to assess the relationship between pelvic measurements viz pelvic width (PW), pelvic height (PH) and pelvic area (PA), and linear body measurement traits viz body weight (BW), shoulder height (SH), chest depth (CD), Hindquarters width (HW), rump length (RL...

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Main Authors: Lubabalo Bila, Thobela Louis Tyasi, Pieter Fourie, Aphiwe Katikati
Format: Article
Language:English
Published: Network for the Veterinarians of Bangladesh 2021-03-01
Series:Journal of Advanced Veterinary and Animal Research
Subjects:
Online Access:http://www.ejmanager.com/fulltextpdf.php?mno=111338
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spelling doaj-23ff7fdd5ebb4a53b06b80f40b64f1c92021-04-05T17:43:50ZengNetwork for the Veterinarians of BangladeshJournal of Advanced Veterinary and Animal Research2311-77102021-03-018116417210.5455/javar.2021.h499111338Classification and regression tree analysis to predict calving ease in Sussex heifers using pelvic area dimensions and morphological traitsLubabalo Bila0Thobela Louis Tyasi1Pieter Fourie2Aphiwe Katikati3Faculty of Health and Environmental Sciences, Central University of Technology, Free State, Private BagX20539, Bloemfontein, 9300, South Africa. and Potchefstroom College of Agriculture School of Agricultural & Environmental Sciences, Department of Agricultural Economics and Animal Production, University of Limpopo, Private Bag X1106, Sovenga 0727, Limpopo, South Africa. Faculty of Health and Environmental Sciences, Central University of Technology, Free State, Private BagX20539, Bloemfontein, 9300, South Africa. Faculty of Health and Environmental Sciences, Central University of Technology, Free State, Private BagX20539, Bloemfontein, 9300, South AfricaObjectives: The objective of this study was to assess the relationship between pelvic measurements viz pelvic width (PW), pelvic height (PH) and pelvic area (PA), and linear body measurement traits viz body weight (BW), shoulder height (SH), chest depth (CD), Hindquarters width (HW), rump length (RL), hip height (HH), body length (BL) and also calve birth weight (CBW) under different calving ease scores viz no assistance, gently pull and hard pull. Material and methods: A total number of fifty-one first calf Sussex heifers at 24 months old, weighing approximately 450 kg were used for this study. A number of two, two-year-old bulls, weighing approximately 800 kg were used for mating the fifty-one heifers with a bull to cow ratio of (1:30 and 1:21). The fertility of bulls was assessed by a private veterinarian before the mating season. Calving ease was scored as follows: 1 = no assistance during parturition (normal), 2 = heifer assistance as gently pull, 3 = heifer assistance as hard pull, 4 = heifer cannot calf, 5 = heifer calved a dead calf, and 6 = heifer calf with abnormal position. Results: Descriptive statistics indicated that PH (p < 0.01) and RL (p < 0.05) were significant different among calving ease scores. Correlation findings for no assistance score revealed that CBW was positively significantly correlated (p < 0.05) PH and low significant (p < 0.01) with HW, HH, RL, PW, CD and SH, respectively. CART results demonstrated that HH and PH play an important role in predicting calving ease on Sussex heifers. Conclusion: The findings suggest that there is a relationship between pelvic areas and linear body measurements. This study might help farmers during breeding to lower incidents of dystocia during parturition. However, further studies need to be done in CART modelling with the main aim of reducing dystocia in Sussex heifer or larger sample size. [J Adv Vet Anim Res 2021; 8(1.000): 164-172]http://www.ejmanager.com/fulltextpdf.php?mno=111338calving easecorrelationhip heightpelvic heightsussex heifers
collection DOAJ
language English
format Article
sources DOAJ
author Lubabalo Bila
Thobela Louis Tyasi
Pieter Fourie
Aphiwe Katikati
spellingShingle Lubabalo Bila
Thobela Louis Tyasi
Pieter Fourie
Aphiwe Katikati
Classification and regression tree analysis to predict calving ease in Sussex heifers using pelvic area dimensions and morphological traits
Journal of Advanced Veterinary and Animal Research
calving ease
correlation
hip height
pelvic height
sussex heifers
author_facet Lubabalo Bila
Thobela Louis Tyasi
Pieter Fourie
Aphiwe Katikati
author_sort Lubabalo Bila
title Classification and regression tree analysis to predict calving ease in Sussex heifers using pelvic area dimensions and morphological traits
title_short Classification and regression tree analysis to predict calving ease in Sussex heifers using pelvic area dimensions and morphological traits
title_full Classification and regression tree analysis to predict calving ease in Sussex heifers using pelvic area dimensions and morphological traits
title_fullStr Classification and regression tree analysis to predict calving ease in Sussex heifers using pelvic area dimensions and morphological traits
title_full_unstemmed Classification and regression tree analysis to predict calving ease in Sussex heifers using pelvic area dimensions and morphological traits
title_sort classification and regression tree analysis to predict calving ease in sussex heifers using pelvic area dimensions and morphological traits
publisher Network for the Veterinarians of Bangladesh
series Journal of Advanced Veterinary and Animal Research
issn 2311-7710
publishDate 2021-03-01
description Objectives: The objective of this study was to assess the relationship between pelvic measurements viz pelvic width (PW), pelvic height (PH) and pelvic area (PA), and linear body measurement traits viz body weight (BW), shoulder height (SH), chest depth (CD), Hindquarters width (HW), rump length (RL), hip height (HH), body length (BL) and also calve birth weight (CBW) under different calving ease scores viz no assistance, gently pull and hard pull. Material and methods: A total number of fifty-one first calf Sussex heifers at 24 months old, weighing approximately 450 kg were used for this study. A number of two, two-year-old bulls, weighing approximately 800 kg were used for mating the fifty-one heifers with a bull to cow ratio of (1:30 and 1:21). The fertility of bulls was assessed by a private veterinarian before the mating season. Calving ease was scored as follows: 1 = no assistance during parturition (normal), 2 = heifer assistance as gently pull, 3 = heifer assistance as hard pull, 4 = heifer cannot calf, 5 = heifer calved a dead calf, and 6 = heifer calf with abnormal position. Results: Descriptive statistics indicated that PH (p < 0.01) and RL (p < 0.05) were significant different among calving ease scores. Correlation findings for no assistance score revealed that CBW was positively significantly correlated (p < 0.05) PH and low significant (p < 0.01) with HW, HH, RL, PW, CD and SH, respectively. CART results demonstrated that HH and PH play an important role in predicting calving ease on Sussex heifers. Conclusion: The findings suggest that there is a relationship between pelvic areas and linear body measurements. This study might help farmers during breeding to lower incidents of dystocia during parturition. However, further studies need to be done in CART modelling with the main aim of reducing dystocia in Sussex heifer or larger sample size. [J Adv Vet Anim Res 2021; 8(1.000): 164-172]
topic calving ease
correlation
hip height
pelvic height
sussex heifers
url http://www.ejmanager.com/fulltextpdf.php?mno=111338
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