Use of body measurements to predict live body weight of Simmental bull in Lembang Artificial Insemination Center, West Java
This research aimed to evaluate the use of body measurements (chest girth (CG), body length (BL), and shoulder height (SH)) to predict live body weight (BW) of Simmental bulls in Lembang Artificial Insemination Center, West Java. This research was carried out in December 2019 using a survey method o...
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| description | This research aimed to evaluate the use of body measurements (chest girth (CG), body length (BL), and shoulder height (SH)) to predict live body weight (BW) of Simmental bulls in Lembang Artificial Insemination Center, West Java. This research was carried out in December 2019 using a survey method of which all Simmental bulls aged 1—12 years were used in this study. Data were analyzed using simple and multiple correlations and regression models using the R program. Pearson correlation analysis was used to analyze correlation between BW and body measurements, while to find the fittest and more parsimonious regression model we used determination coefficient (R
2
) and stepwise regression analysis as criteria of selection. The results showed that the average of BW, CG, BL, and SH were 814.54 ± 144.18 kg, 215.72 ± 16.50 cm, 170.13 ± 17.09 cm, and 142.79 ± 11.01 cm, respectively. The results of this study also indicated that CG, BL, and SH positively and significantly correlated with BW, with correlation value of 0.90, 0.85, and 0.79, respectively. Combination of CG, BL, and SH produced the highest correlations value (r = 0.92) with the fittest regression model for predicting BW, namely BW=-888.64 + 4.21*CG + 2.83*BL + 2.20*SH, with R
2
of 0.86. |
| doi_str_mv | 10.1088/1755-1315/888/1/012030 |
| format | Article |
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2
) and stepwise regression analysis as criteria of selection. The results showed that the average of BW, CG, BL, and SH were 814.54 ± 144.18 kg, 215.72 ± 16.50 cm, 170.13 ± 17.09 cm, and 142.79 ± 11.01 cm, respectively. The results of this study also indicated that CG, BL, and SH positively and significantly correlated with BW, with correlation value of 0.90, 0.85, and 0.79, respectively. Combination of CG, BL, and SH produced the highest correlations value (r = 0.92) with the fittest regression model for predicting BW, namely BW=-888.64 + 4.21*CG + 2.83*BL + 2.20*SH, with R
2
of 0.86.</description><identifier>ISSN: 1755-1307</identifier><identifier>EISSN: 1755-1315</identifier><identifier>DOI: 10.1088/1755-1315/888/1/012030</identifier><language>eng</language><publisher>Bristol: IOP Publishing</publisher><subject>Artificial insemination ; Body length ; Body measurements ; Body weight ; Chest girth ; Correlation analysis ; Live body weight ; Regression analysis ; Regression models ; Reproduction (biology) ; Shoulder height ; Simmental bull</subject><ispartof>IOP conference series. Earth and environmental science, 2021-11, Vol.888 (1), p.12030</ispartof><rights>Published under licence by IOP Publishing Ltd</rights><rights>2021. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3220-a66161f62ccf18b07c86b9f3c235a1d08565d0622693eb1d63a71548217ad8393</citedby><cites>FETCH-LOGICAL-c3220-a66161f62ccf18b07c86b9f3c235a1d08565d0622693eb1d63a71548217ad8393</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://iopscience.iop.org/article/10.1088/1755-1315/888/1/012030/pdf$$EPDF$$P50$$Giop$$Hfree_for_read</linktopdf><link.rule.ids>314,776,780,27903,27904,38847,38869,53818,53845</link.rule.ids></links><search><creatorcontrib>Shoimah, U S</creatorcontrib><creatorcontrib>Dakhlan, A</creatorcontrib><creatorcontrib>Sulastri</creatorcontrib><creatorcontrib>Hamdani, M D I</creatorcontrib><title>Use of body measurements to predict live body weight of Simmental bull in Lembang Artificial Insemination Center, West Java</title><title>IOP conference series. Earth and environmental science</title><addtitle>IOP Conf. Ser.: Earth Environ. Sci</addtitle><description>This research aimed to evaluate the use of body measurements (chest girth (CG), body length (BL), and shoulder height (SH)) to predict live body weight (BW) of Simmental bulls in Lembang Artificial Insemination Center, West Java. This research was carried out in December 2019 using a survey method of which all Simmental bulls aged 1—12 years were used in this study. Data were analyzed using simple and multiple correlations and regression models using the R program. Pearson correlation analysis was used to analyze correlation between BW and body measurements, while to find the fittest and more parsimonious regression model we used determination coefficient (R
2
) and stepwise regression analysis as criteria of selection. The results showed that the average of BW, CG, BL, and SH were 814.54 ± 144.18 kg, 215.72 ± 16.50 cm, 170.13 ± 17.09 cm, and 142.79 ± 11.01 cm, respectively. The results of this study also indicated that CG, BL, and SH positively and significantly correlated with BW, with correlation value of 0.90, 0.85, and 0.79, respectively. Combination of CG, BL, and SH produced the highest correlations value (r = 0.92) with the fittest regression model for predicting BW, namely BW=-888.64 + 4.21*CG + 2.83*BL + 2.20*SH, with R
2
of 0.86.</description><subject>Artificial insemination</subject><subject>Body length</subject><subject>Body measurements</subject><subject>Body weight</subject><subject>Chest girth</subject><subject>Correlation analysis</subject><subject>Live body weight</subject><subject>Regression analysis</subject><subject>Regression models</subject><subject>Reproduction (biology)</subject><subject>Shoulder height</subject><subject>Simmental bull</subject><issn>1755-1307</issn><issn>1755-1315</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>O3W</sourceid><sourceid>BENPR</sourceid><recordid>eNqFkF1LwzAUhoMoOKd_QQLeeGFdPpo0vZQxdTLwYg4vQ9omM6NtatJNhn_elspEELw653Ce5xx4AbjE6BYjISY4YSzCFLOJ6KcJwgRRdARGh8XxoUfJKTgLYYMQT2KajsDnKmjoDMxcsYeVVmHrdaXrNsDWwcbrwuYtLO1OD8SHtuu3theWtuo5VcJsW5bQ1nChq0zVa3jnW2tsbrvVvA66srVqravhtMO1v4GvOrTwSe3UOTgxqgz64ruOwep-9jJ9jBbPD_Pp3SLKKSEoUpxjjg0neW6wyFCSC56lhuaEMoULJBhnBeKE8JTqDBecqgSzWBCcqELQlI7B1XC38e59232XG7f1dfdSEpYmIiY8Zh3FByr3LgSvjWy8rZTfS4xkH7TsM5R9nlL0kxyC7kQyiNY1P5f_la7_kGaz5S9MNoWhXz3zjAE</recordid><startdate>20211101</startdate><enddate>20211101</enddate><creator>Shoimah, U S</creator><creator>Dakhlan, A</creator><creator>Sulastri</creator><creator>Hamdani, M D I</creator><general>IOP Publishing</general><scope>O3W</scope><scope>TSCCA</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>PATMY</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PYCSY</scope></search><sort><creationdate>20211101</creationdate><title>Use of body measurements to predict live body weight of Simmental bull in Lembang Artificial Insemination Center, West Java</title><author>Shoimah, U S ; Dakhlan, A ; Sulastri ; Hamdani, M D I</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3220-a66161f62ccf18b07c86b9f3c235a1d08565d0622693eb1d63a71548217ad8393</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Artificial insemination</topic><topic>Body length</topic><topic>Body measurements</topic><topic>Body weight</topic><topic>Chest girth</topic><topic>Correlation analysis</topic><topic>Live body weight</topic><topic>Regression analysis</topic><topic>Regression models</topic><topic>Reproduction (biology)</topic><topic>Shoulder height</topic><topic>Simmental bull</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Shoimah, U S</creatorcontrib><creatorcontrib>Dakhlan, A</creatorcontrib><creatorcontrib>Sulastri</creatorcontrib><creatorcontrib>Hamdani, M D I</creatorcontrib><collection>IOP Publishing Free Content</collection><collection>IOPscience (Open Access)</collection><collection>CrossRef</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central UK/Ireland</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>Environmental Science Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Environmental Science Collection</collection><jtitle>IOP conference series. Earth and environmental science</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Shoimah, U S</au><au>Dakhlan, A</au><au>Sulastri</au><au>Hamdani, M D I</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Use of body measurements to predict live body weight of Simmental bull in Lembang Artificial Insemination Center, West Java</atitle><jtitle>IOP conference series. Earth and environmental science</jtitle><addtitle>IOP Conf. Ser.: Earth Environ. Sci</addtitle><date>2021-11-01</date><risdate>2021</risdate><volume>888</volume><issue>1</issue><spage>12030</spage><pages>12030-</pages><issn>1755-1307</issn><eissn>1755-1315</eissn><abstract>This research aimed to evaluate the use of body measurements (chest girth (CG), body length (BL), and shoulder height (SH)) to predict live body weight (BW) of Simmental bulls in Lembang Artificial Insemination Center, West Java. This research was carried out in December 2019 using a survey method of which all Simmental bulls aged 1—12 years were used in this study. Data were analyzed using simple and multiple correlations and regression models using the R program. Pearson correlation analysis was used to analyze correlation between BW and body measurements, while to find the fittest and more parsimonious regression model we used determination coefficient (R
2
) and stepwise regression analysis as criteria of selection. The results showed that the average of BW, CG, BL, and SH were 814.54 ± 144.18 kg, 215.72 ± 16.50 cm, 170.13 ± 17.09 cm, and 142.79 ± 11.01 cm, respectively. The results of this study also indicated that CG, BL, and SH positively and significantly correlated with BW, with correlation value of 0.90, 0.85, and 0.79, respectively. Combination of CG, BL, and SH produced the highest correlations value (r = 0.92) with the fittest regression model for predicting BW, namely BW=-888.64 + 4.21*CG + 2.83*BL + 2.20*SH, with R
2
of 0.86.</abstract><cop>Bristol</cop><pub>IOP Publishing</pub><doi>10.1088/1755-1315/888/1/012030</doi><tpages>8</tpages><oa>free_for_read</oa></addata></record> |
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| subjects | Artificial insemination Body length Body measurements Body weight Chest girth Correlation analysis Live body weight Regression analysis Regression models Reproduction (biology) Shoulder height Simmental bull |
| title | Use of body measurements to predict live body weight of Simmental bull in Lembang Artificial Insemination Center, West Java |
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