Inferência exploratória do comportamento de suínos em ambiente climatizado

Detalhes bibliográficos
Autor(a) principal: SILVA, Weslley Amaro da
Data de Publicação: 2022
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Biblioteca Digital de Teses e Dissertações da UFRPE
Texto Completo: http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/9122
Resumo: The Brazilian swine industry suffers numerous economic losses related to heat stress, and it is necessary to seek adequate solutions and mechanisms to control the production environment. The objective of this research was to carry out image monitoring and infer exploratory analysis of abiotic factors, physiological responses and behavioral indicators of swine in the growing and finishing phase, submitted to supplementary lighting programs in air-conditioned environments. The data used in this study came from an experiment carried out at the Experimental Animal Facility with Swine of the Serra Talhada Academic Unit (BES-UAST/UFRPE), located in the Sertão of the state of Pernambuco, Brazil. Twenty-seven swine (males and females) in the growing phase, of commercial lineage 3/4 Duroc and 1/4 Pietrain, mated by male Duroc (Pure of Origin) were used. The experiment was carried out from August to November 2018, totaling 66 days. The animals were submitted to pens without air conditioning (BS), pens with forced ventilation (BV) and pens equipped with an adiabatic evaporative cooling system (BR), associated with different light supplementation programs: 12 h of natural light (L12), L12 + 4 h of artificial light (L16) and L12 + 6 h of artificial light (L18). The meteorological variables inside each pen, in the external environment to the facilities, the physiological and behavioral responses of the animals were recorded. The behavior of the pigs was evaluated through images (640 × 480 pixels) obtained once a week, during 24 hours, during the entire experimental period. The images were analyzed at 10 min intervals. The experimental design used was completely randomized, in a 3×3 factorial scheme, randomly distributed in nine pens, with three replications. Behavioral analysis was performed by determining the frequency of events of each behavior and determining the probability by the Chi-Square (X2) test. The data analysis used was multivariate, using the grouping method (tree diagram) and the principal components technique (PCA), to indicate the main predictors of pig ingestive behavior and the development of multiple linear regression models. The accumulated variance for, between PC1 and PC2, was higher than 69.70% in both stages of development. The analysis of hierarchical components (HCA) showed the relationship between the variables studied and the ingestive behavior, in addition, it allowed the characterization of the comfort of the animals to their respective treatments. The analysis of principal components evidenced the relationship between abiotic and biotic factors with the ingestive behavior of the animals, allowing to establish regression models using the variables that expressed greater influence with the ingestive behavior.
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spelling PANDORFI, HélitonVIGODERIS, Ricardo BrauerMORAES, Alex SouzaALMEIDA, Gledson Luiz Pontes dehttp://lattes.cnpq.br/9809451032445233SILVA, Weslley Amaro da2023-06-22T20:36:33Z2022-02-23SILVA, Weslley Amaro da. Inferência exploratória do comportamento de suínos em ambiente climatizado. 2022. 119 f. Dissertação (Programa de Pós-Graduação em Engenharia Agrícola) - Universidade Federal Rural de Pernambuco, Recife.http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/9122The Brazilian swine industry suffers numerous economic losses related to heat stress, and it is necessary to seek adequate solutions and mechanisms to control the production environment. The objective of this research was to carry out image monitoring and infer exploratory analysis of abiotic factors, physiological responses and behavioral indicators of swine in the growing and finishing phase, submitted to supplementary lighting programs in air-conditioned environments. The data used in this study came from an experiment carried out at the Experimental Animal Facility with Swine of the Serra Talhada Academic Unit (BES-UAST/UFRPE), located in the Sertão of the state of Pernambuco, Brazil. Twenty-seven swine (males and females) in the growing phase, of commercial lineage 3/4 Duroc and 1/4 Pietrain, mated by male Duroc (Pure of Origin) were used. The experiment was carried out from August to November 2018, totaling 66 days. The animals were submitted to pens without air conditioning (BS), pens with forced ventilation (BV) and pens equipped with an adiabatic evaporative cooling system (BR), associated with different light supplementation programs: 12 h of natural light (L12), L12 + 4 h of artificial light (L16) and L12 + 6 h of artificial light (L18). The meteorological variables inside each pen, in the external environment to the facilities, the physiological and behavioral responses of the animals were recorded. The behavior of the pigs was evaluated through images (640 × 480 pixels) obtained once a week, during 24 hours, during the entire experimental period. The images were analyzed at 10 min intervals. The experimental design used was completely randomized, in a 3×3 factorial scheme, randomly distributed in nine pens, with three replications. Behavioral analysis was performed by determining the frequency of events of each behavior and determining the probability by the Chi-Square (X2) test. The data analysis used was multivariate, using the grouping method (tree diagram) and the principal components technique (PCA), to indicate the main predictors of pig ingestive behavior and the development of multiple linear regression models. The accumulated variance for, between PC1 and PC2, was higher than 69.70% in both stages of development. The analysis of hierarchical components (HCA) showed the relationship between the variables studied and the ingestive behavior, in addition, it allowed the characterization of the comfort of the animals to their respective treatments. The analysis of principal components evidenced the relationship between abiotic and biotic factors with the ingestive behavior of the animals, allowing to establish regression models using the variables that expressed greater influence with the ingestive behavior.A suinocultura brasileira sofre inúmeras perdas econômicas relacionadas ao estresse térmico, sendo necessário buscar soluções e mecanismos adequados para controlar o ambiente de produção. Objetivou-se com esta pesquisa realizar o monitoramento por imagens e inferir análise exploratória de fatores abióticos, respostas fisiológicas e indicadores comportamentais de suínos na fase de crescimento e terminação, submetidos a programas de iluminação suplementar em ambientes climatizados. Os dados utilizados neste estudo foram provenientes de experimento realizado no Biotério de Experimentação com Suínos da Unidade Acadêmica de Serra Talhada (BES-UAST/UFRPE), localizada no Sertão do estado de Pernambuco, Brasil. Foram utilizados 27 suínos (machos e fêmeas) em fase de crescimento, de linhagem comercial 3/4 Duroc e 1/4 Pietrain, cobertas por macho Duroc (Puro de Origem). O experimento foi realizado de agosto a novembro de 2018, totalizando 66 dias. Os animais foram submetidos a baias sem climatização (BS), baias com ventilação forçada (BV) e baias equipadas com sistema de resfriamento adiabático evaporativo (BR), associado a diferentes programas de suplementação de luz: 12 h de luz natural (L12), L12 + 4 h de luz artificial (L16) e L12 + 6 h de luz artificial (L18). Foram registradas as variáveis meteorológicas no interior de cada baia, no ambiente externo às instalações, as respostas fisiológicas e comportamentais dos animais. O comportamento dos suínos foi avaliado por meio de imagens (640 × 480 pixels) obtidas uma vez por semana, no decorrer de 24 horas, durante todo o período experimental. As imagens foram analisadas em intervalo de 10 min. O delineamento experimental utilizado foi inteiramente casualizado, em esquema fatorial 3×3, distribuídos aleatoriamente em nove baias, com três repetições. A análise comportamental foi realizada pela determinação da frequência de eventos de cada comportamento e determinação da probabilidade pelo teste Qui-Quadrado (X2). A análise de dados empregada foi a multivariada, pelo método de agrupamento (diagrama de árvore) e pela técnica de componentes principais (ACP), para indicação das principais variáveis preditoras dos comportamentos ingestivos dos suínos e desenvolvimento de modelos de regressão linear múltipla. A variância acumulada entre PC1 e PC2 foi superior a 69,70% em ambas as fases de criação. A análise de componentes hierárquicos (HCA) evidenciou a relação entre as variáveis estudadas e o comportamento ingestivo, além disso, permitiu a caracterização do conforto dos animais aos seus respectivos tratamentos. A análise de componentes principais inferiu a relação entre os fatores abiótico e bióticos com o comportamento ingestivo dos animais, permitindo estabelecer modelos de regressão utilizando as variáveis que expressaram maior influência com o comportamento ingestivo.Submitted by (ana.araujo@ufrpe.br) on 2023-06-22T20:36:33Z No. of bitstreams: 1 Weslley Amaro da Silva.pdf: 2370033 bytes, checksum: 5e8119d8016f9d9e671d4994b4496858 (MD5)Made available in DSpace on 2023-06-22T20:36:33Z (GMT). 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dc.title.por.fl_str_mv Inferência exploratória do comportamento de suínos em ambiente climatizado
dc.title.alternative.eng.fl_str_mv Exploratory inference of pig behavior in a climate environment
title Inferência exploratória do comportamento de suínos em ambiente climatizado
spellingShingle Inferência exploratória do comportamento de suínos em ambiente climatizado
SILVA, Weslley Amaro da
Suinocultura
Comportamento animal
Bem-estar animal
Conforto térmico
Modelagem
CIENCIAS AGRARIAS::ENGENHARIA AGRICOLA
title_short Inferência exploratória do comportamento de suínos em ambiente climatizado
title_full Inferência exploratória do comportamento de suínos em ambiente climatizado
title_fullStr Inferência exploratória do comportamento de suínos em ambiente climatizado
title_full_unstemmed Inferência exploratória do comportamento de suínos em ambiente climatizado
title_sort Inferência exploratória do comportamento de suínos em ambiente climatizado
author SILVA, Weslley Amaro da
author_facet SILVA, Weslley Amaro da
author_role author
dc.contributor.advisor1.fl_str_mv PANDORFI, Héliton
dc.contributor.advisor-co1.fl_str_mv VIGODERIS, Ricardo Brauer
dc.contributor.referee1.fl_str_mv MORAES, Alex Souza
dc.contributor.referee2.fl_str_mv ALMEIDA, Gledson Luiz Pontes de
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/9809451032445233
dc.contributor.author.fl_str_mv SILVA, Weslley Amaro da
contributor_str_mv PANDORFI, Héliton
VIGODERIS, Ricardo Brauer
MORAES, Alex Souza
ALMEIDA, Gledson Luiz Pontes de
dc.subject.por.fl_str_mv Suinocultura
Comportamento animal
Bem-estar animal
Conforto térmico
Modelagem
topic Suinocultura
Comportamento animal
Bem-estar animal
Conforto térmico
Modelagem
CIENCIAS AGRARIAS::ENGENHARIA AGRICOLA
dc.subject.cnpq.fl_str_mv CIENCIAS AGRARIAS::ENGENHARIA AGRICOLA
description The Brazilian swine industry suffers numerous economic losses related to heat stress, and it is necessary to seek adequate solutions and mechanisms to control the production environment. The objective of this research was to carry out image monitoring and infer exploratory analysis of abiotic factors, physiological responses and behavioral indicators of swine in the growing and finishing phase, submitted to supplementary lighting programs in air-conditioned environments. The data used in this study came from an experiment carried out at the Experimental Animal Facility with Swine of the Serra Talhada Academic Unit (BES-UAST/UFRPE), located in the Sertão of the state of Pernambuco, Brazil. Twenty-seven swine (males and females) in the growing phase, of commercial lineage 3/4 Duroc and 1/4 Pietrain, mated by male Duroc (Pure of Origin) were used. The experiment was carried out from August to November 2018, totaling 66 days. The animals were submitted to pens without air conditioning (BS), pens with forced ventilation (BV) and pens equipped with an adiabatic evaporative cooling system (BR), associated with different light supplementation programs: 12 h of natural light (L12), L12 + 4 h of artificial light (L16) and L12 + 6 h of artificial light (L18). The meteorological variables inside each pen, in the external environment to the facilities, the physiological and behavioral responses of the animals were recorded. The behavior of the pigs was evaluated through images (640 × 480 pixels) obtained once a week, during 24 hours, during the entire experimental period. The images were analyzed at 10 min intervals. The experimental design used was completely randomized, in a 3×3 factorial scheme, randomly distributed in nine pens, with three replications. Behavioral analysis was performed by determining the frequency of events of each behavior and determining the probability by the Chi-Square (X2) test. The data analysis used was multivariate, using the grouping method (tree diagram) and the principal components technique (PCA), to indicate the main predictors of pig ingestive behavior and the development of multiple linear regression models. The accumulated variance for, between PC1 and PC2, was higher than 69.70% in both stages of development. The analysis of hierarchical components (HCA) showed the relationship between the variables studied and the ingestive behavior, in addition, it allowed the characterization of the comfort of the animals to their respective treatments. The analysis of principal components evidenced the relationship between abiotic and biotic factors with the ingestive behavior of the animals, allowing to establish regression models using the variables that expressed greater influence with the ingestive behavior.
publishDate 2022
dc.date.issued.fl_str_mv 2022-02-23
dc.date.accessioned.fl_str_mv 2023-06-22T20:36:33Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
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dc.identifier.citation.fl_str_mv SILVA, Weslley Amaro da. Inferência exploratória do comportamento de suínos em ambiente climatizado. 2022. 119 f. Dissertação (Programa de Pós-Graduação em Engenharia Agrícola) - Universidade Federal Rural de Pernambuco, Recife.
dc.identifier.uri.fl_str_mv http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/9122
identifier_str_mv SILVA, Weslley Amaro da. Inferência exploratória do comportamento de suínos em ambiente climatizado. 2022. 119 f. Dissertação (Programa de Pós-Graduação em Engenharia Agrícola) - Universidade Federal Rural de Pernambuco, Recife.
url http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/9122
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dc.publisher.none.fl_str_mv Universidade Federal Rural de Pernambuco
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Engenharia Agrícola
dc.publisher.initials.fl_str_mv UFRPE
dc.publisher.country.fl_str_mv Brasil
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publisher.none.fl_str_mv Universidade Federal Rural de Pernambuco
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