Use of quali-quantitative feeding practices criteria in typology of smallholders’ dairy production systems

Detalhes bibliográficos
Autor(a) principal: Dias, Angélica Petersen
Data de Publicação: 2021
Outros Autores: Fischer, Vivian
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFRGS
Texto Completo: http://hdl.handle.net/10183/265818
Resumo: This study aimed to typify smallholders’ dairy systems using qualiquantitative measures of feeding practices and detect the main discriminatory elements identifying the systems. We collected data from 30 farms distributed in 10 municipalities in the eastern region of Rio Grande do Sul, Brazil, using a survey with semi-structured questions, in addition to bimonthly observations of milking and feeding practices. Multivariate analysis based on principal factors and cluster analysis were performed. Multiple linear regressions were made between the principal factors scores and variables of milk production and composition. Three principal factors with eigenvalues ≥1.0 explained 58.9% of the total variance. The original variables with the highest factor loading values were production scale and feeding practices involving greater quantities of byproducts; use of corn silage and sugarcane; and commercial and farm-made concentrate for principal factor 1, principal factor 2, and principal factor 3, respectively. Milk yield and concentrations of lactose and solids non-fat increased linearly with principal factor 1 and principal factor 3 but decreased linearly with principal factor 2. Observations were grouped into three clusters. Farm area and quantity of corn silage and byproducts were the most important variables to set the clusters. The use of quali-quantitative feeding practices criteria to characterize dairy systems is effective to identify the opportunities for improving milk production and composition. Whereas high inclusion of sugarcane as roughage was detrimental for milk production, moderate supply of concentrate and byproducts enhanced milk yield without compromising milk composition.
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spelling Dias, Angélica PetersenFischer, Vivian2023-10-11T03:36:36Z20211516-3598http://hdl.handle.net/10183/265818001175934This study aimed to typify smallholders’ dairy systems using qualiquantitative measures of feeding practices and detect the main discriminatory elements identifying the systems. We collected data from 30 farms distributed in 10 municipalities in the eastern region of Rio Grande do Sul, Brazil, using a survey with semi-structured questions, in addition to bimonthly observations of milking and feeding practices. Multivariate analysis based on principal factors and cluster analysis were performed. Multiple linear regressions were made between the principal factors scores and variables of milk production and composition. Three principal factors with eigenvalues ≥1.0 explained 58.9% of the total variance. The original variables with the highest factor loading values were production scale and feeding practices involving greater quantities of byproducts; use of corn silage and sugarcane; and commercial and farm-made concentrate for principal factor 1, principal factor 2, and principal factor 3, respectively. Milk yield and concentrations of lactose and solids non-fat increased linearly with principal factor 1 and principal factor 3 but decreased linearly with principal factor 2. Observations were grouped into three clusters. Farm area and quantity of corn silage and byproducts were the most important variables to set the clusters. The use of quali-quantitative feeding practices criteria to characterize dairy systems is effective to identify the opportunities for improving milk production and composition. Whereas high inclusion of sugarcane as roughage was detrimental for milk production, moderate supply of concentrate and byproducts enhanced milk yield without compromising milk composition.application/pdfengRevista brasileira de zootecnia. Viçosa, MG. Vol. 50 (2021), [art.] e20200283, 11 p.LeiteProdutividadeComposicao do alimentoNutricao animalOrdenhaProdução leiteiraDairy production systemsFeeding practicesMilk compositionMilk yieldMultivariate analysisUse of quali-quantitative feeding practices criteria in typology of smallholders’ dairy production systemsinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/otherinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFRGSinstname:Universidade Federal do Rio Grande do Sul (UFRGS)instacron:UFRGSTEXT001175934.pdf.txt001175934.pdf.txtExtracted Texttext/plain47087http://www.lume.ufrgs.br/bitstream/10183/265818/2/001175934.pdf.txte6a7bb1c05eb06e2869bbe1e04d70f3fMD52ORIGINAL001175934.pdfTexto completo (inglês)application/pdf335513http://www.lume.ufrgs.br/bitstream/10183/265818/1/001175934.pdf8c6be76cf2062cc357cb0d5b8c09d8eeMD5110183/2658182023-10-12 03:33:54.899148oai:www.lume.ufrgs.br:10183/265818Repositório de PublicaçõesPUBhttps://lume.ufrgs.br/oai/requestopendoar:2023-10-12T06:33:54Repositório Institucional da UFRGS - Universidade Federal do Rio Grande do Sul (UFRGS)false
dc.title.pt_BR.fl_str_mv Use of quali-quantitative feeding practices criteria in typology of smallholders’ dairy production systems
title Use of quali-quantitative feeding practices criteria in typology of smallholders’ dairy production systems
spellingShingle Use of quali-quantitative feeding practices criteria in typology of smallholders’ dairy production systems
Dias, Angélica Petersen
Leite
Produtividade
Composicao do alimento
Nutricao animal
Ordenha
Produção leiteira
Dairy production systems
Feeding practices
Milk composition
Milk yield
Multivariate analysis
title_short Use of quali-quantitative feeding practices criteria in typology of smallholders’ dairy production systems
title_full Use of quali-quantitative feeding practices criteria in typology of smallholders’ dairy production systems
title_fullStr Use of quali-quantitative feeding practices criteria in typology of smallholders’ dairy production systems
title_full_unstemmed Use of quali-quantitative feeding practices criteria in typology of smallholders’ dairy production systems
title_sort Use of quali-quantitative feeding practices criteria in typology of smallholders’ dairy production systems
author Dias, Angélica Petersen
author_facet Dias, Angélica Petersen
Fischer, Vivian
author_role author
author2 Fischer, Vivian
author2_role author
dc.contributor.author.fl_str_mv Dias, Angélica Petersen
Fischer, Vivian
dc.subject.por.fl_str_mv Leite
Produtividade
Composicao do alimento
Nutricao animal
Ordenha
Produção leiteira
topic Leite
Produtividade
Composicao do alimento
Nutricao animal
Ordenha
Produção leiteira
Dairy production systems
Feeding practices
Milk composition
Milk yield
Multivariate analysis
dc.subject.eng.fl_str_mv Dairy production systems
Feeding practices
Milk composition
Milk yield
Multivariate analysis
description This study aimed to typify smallholders’ dairy systems using qualiquantitative measures of feeding practices and detect the main discriminatory elements identifying the systems. We collected data from 30 farms distributed in 10 municipalities in the eastern region of Rio Grande do Sul, Brazil, using a survey with semi-structured questions, in addition to bimonthly observations of milking and feeding practices. Multivariate analysis based on principal factors and cluster analysis were performed. Multiple linear regressions were made between the principal factors scores and variables of milk production and composition. Three principal factors with eigenvalues ≥1.0 explained 58.9% of the total variance. The original variables with the highest factor loading values were production scale and feeding practices involving greater quantities of byproducts; use of corn silage and sugarcane; and commercial and farm-made concentrate for principal factor 1, principal factor 2, and principal factor 3, respectively. Milk yield and concentrations of lactose and solids non-fat increased linearly with principal factor 1 and principal factor 3 but decreased linearly with principal factor 2. Observations were grouped into three clusters. Farm area and quantity of corn silage and byproducts were the most important variables to set the clusters. The use of quali-quantitative feeding practices criteria to characterize dairy systems is effective to identify the opportunities for improving milk production and composition. Whereas high inclusion of sugarcane as roughage was detrimental for milk production, moderate supply of concentrate and byproducts enhanced milk yield without compromising milk composition.
publishDate 2021
dc.date.issued.fl_str_mv 2021
dc.date.accessioned.fl_str_mv 2023-10-11T03:36:36Z
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dc.relation.ispartof.pt_BR.fl_str_mv Revista brasileira de zootecnia. Viçosa, MG. Vol. 50 (2021), [art.] e20200283, 11 p.
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