Water disappearance and manure production at Growing–Finishing Commercial Pig Farms in Brazil- A simplified model approach

Detalhes bibliográficos
Autor(a) principal: Tavares, Jorge Manuel Rodrigues
Data de Publicação: 2023
Outros Autores: Lopes, Janice Conceição, Belli Filho, Paulo, Coldebella, Arlei, Oliveira, Paulo Armando Vitória
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://hdl.handle.net/20.500.12207/5711
Resumo: The aim of this study was to fit water disappearance and manure production curves at growing–finishing commercial pig farms and compare the curve that best describes the evolution of parameters evaluated, according to three variables: age, body weight, and pigs’ housing pe- riod. Accordingly, 33 production cycles were evaluated considering a housing period of 105 days (13,276 pigs—nine weeks old and 24.5 kg average body weight) during 13 months in 15 commercial pig farms located in southern Brazil. The variables analyzed were used to adjust the water disappear- ance and manure production curves (Brody, Gompertz, Logistic, Richards, and Von Bertalanffy) and to estimate its biological parameters according to the NLMIXED SAS procedures. It was found that the Logistic model was the one that best described both the water disappearance and the manure pro- duction, displaying an asymptotic adjustment and estimated values measured in farms, e.g., pigs age (water: R2 = 0.989, absolute error: 1.11 L/pig/day, and prediction error = 1.32%; manure: R2 = 0.995, absolute error = 0.04 L/pig/day, and prediction error = 0.96%). It is emphasized that the models determined in this research are the basis of the development of an instantaneous measuring device that allows the producer to visualize both the water disappearance (plotting the daily measures) as well as manure production in the farm and compare the values with the estimated curves.
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spelling Water disappearance and manure production at Growing–Finishing Commercial Pig Farms in Brazil- A simplified model approachPig productionGrowing–finishingNon-linear modelsWater disappearanceManure productionThe aim of this study was to fit water disappearance and manure production curves at growing–finishing commercial pig farms and compare the curve that best describes the evolution of parameters evaluated, according to three variables: age, body weight, and pigs’ housing pe- riod. Accordingly, 33 production cycles were evaluated considering a housing period of 105 days (13,276 pigs—nine weeks old and 24.5 kg average body weight) during 13 months in 15 commercial pig farms located in southern Brazil. The variables analyzed were used to adjust the water disappear- ance and manure production curves (Brody, Gompertz, Logistic, Richards, and Von Bertalanffy) and to estimate its biological parameters according to the NLMIXED SAS procedures. It was found that the Logistic model was the one that best described both the water disappearance and the manure pro- duction, displaying an asymptotic adjustment and estimated values measured in farms, e.g., pigs age (water: R2 = 0.989, absolute error: 1.11 L/pig/day, and prediction error = 1.32%; manure: R2 = 0.995, absolute error = 0.04 L/pig/day, and prediction error = 0.96%). It is emphasized that the models determined in this research are the basis of the development of an instantaneous measuring device that allows the producer to visualize both the water disappearance (plotting the daily measures) as well as manure production in the farm and compare the values with the estimated curves.MDPI2023-01-18T12:27:26Z2023-01-09T00:00:00Z2023-01-09info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/20.500.12207/5711eng2073-4441https://doi.org/10.3390/w15020278Tavares, Jorge Manuel RodriguesLopes, Janice ConceiçãoBelli Filho, PauloColdebella, ArleiOliveira, Paulo Armando Vitóriainfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-01-19T07:45:12Zoai:repositorio.ipbeja.pt:20.500.12207/5711Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T16:45:20.918033Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Water disappearance and manure production at Growing–Finishing Commercial Pig Farms in Brazil- A simplified model approach
title Water disappearance and manure production at Growing–Finishing Commercial Pig Farms in Brazil- A simplified model approach
spellingShingle Water disappearance and manure production at Growing–Finishing Commercial Pig Farms in Brazil- A simplified model approach
Tavares, Jorge Manuel Rodrigues
Pig production
Growing–finishing
Non-linear models
Water disappearance
Manure production
title_short Water disappearance and manure production at Growing–Finishing Commercial Pig Farms in Brazil- A simplified model approach
title_full Water disappearance and manure production at Growing–Finishing Commercial Pig Farms in Brazil- A simplified model approach
title_fullStr Water disappearance and manure production at Growing–Finishing Commercial Pig Farms in Brazil- A simplified model approach
title_full_unstemmed Water disappearance and manure production at Growing–Finishing Commercial Pig Farms in Brazil- A simplified model approach
title_sort Water disappearance and manure production at Growing–Finishing Commercial Pig Farms in Brazil- A simplified model approach
author Tavares, Jorge Manuel Rodrigues
author_facet Tavares, Jorge Manuel Rodrigues
Lopes, Janice Conceição
Belli Filho, Paulo
Coldebella, Arlei
Oliveira, Paulo Armando Vitória
author_role author
author2 Lopes, Janice Conceição
Belli Filho, Paulo
Coldebella, Arlei
Oliveira, Paulo Armando Vitória
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Tavares, Jorge Manuel Rodrigues
Lopes, Janice Conceição
Belli Filho, Paulo
Coldebella, Arlei
Oliveira, Paulo Armando Vitória
dc.subject.por.fl_str_mv Pig production
Growing–finishing
Non-linear models
Water disappearance
Manure production
topic Pig production
Growing–finishing
Non-linear models
Water disappearance
Manure production
description The aim of this study was to fit water disappearance and manure production curves at growing–finishing commercial pig farms and compare the curve that best describes the evolution of parameters evaluated, according to three variables: age, body weight, and pigs’ housing pe- riod. Accordingly, 33 production cycles were evaluated considering a housing period of 105 days (13,276 pigs—nine weeks old and 24.5 kg average body weight) during 13 months in 15 commercial pig farms located in southern Brazil. The variables analyzed were used to adjust the water disappear- ance and manure production curves (Brody, Gompertz, Logistic, Richards, and Von Bertalanffy) and to estimate its biological parameters according to the NLMIXED SAS procedures. It was found that the Logistic model was the one that best described both the water disappearance and the manure pro- duction, displaying an asymptotic adjustment and estimated values measured in farms, e.g., pigs age (water: R2 = 0.989, absolute error: 1.11 L/pig/day, and prediction error = 1.32%; manure: R2 = 0.995, absolute error = 0.04 L/pig/day, and prediction error = 0.96%). It is emphasized that the models determined in this research are the basis of the development of an instantaneous measuring device that allows the producer to visualize both the water disappearance (plotting the daily measures) as well as manure production in the farm and compare the values with the estimated curves.
publishDate 2023
dc.date.none.fl_str_mv 2023-01-18T12:27:26Z
2023-01-09T00:00:00Z
2023-01-09
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://hdl.handle.net/20.500.12207/5711
url https://hdl.handle.net/20.500.12207/5711
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 2073-4441
https://doi.org/10.3390/w15020278
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dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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