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Registro Completo |
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Biblioteca(s): |
Embrapa Agricultura Digital. |
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Data corrente: |
25/06/2021 |
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Data da última atualização: |
25/06/2021 |
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Tipo da produção científica: |
Artigo em Periódico Indexado |
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Autoria: |
BRANCO, T.; MOURA, D. J. de; NÄÄS, I. de A.; LIMA, N. D. da S.; KLEIN, D. R.; OLIVEIRA, S. R. de M. |
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Afiliação: |
TATIANE BRANCO, FEAGRI/UNICAMP; DANIELLA JORGE DE MOURA, FEAGRI/UNICAMP; IRENILZA DE ALENCAR NÄÄS, UNIP; NILSA DUARTE DA SILVA LIMA, UNIP; DANIELA REGINA KLEIN, UFSM; STANLEY ROBSON DE MEDEIROS OLIVEIRA, CNPTIA. |
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Título: |
The sequential behavior pattern analysis of broiler chickens exposed to heat stress. |
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Ano de publicação: |
2021 |
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Fonte/Imprenta: |
AgriEngineering, v. 3, n. 3, p. 447-457, Sept. 2021. |
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DOI: |
https://doi.org/10.3390/agriengineering3030030 |
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Idioma: |
Inglês |
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Conteúdo: |
Abstract. Broiler productivity is dependent on a range of variables; among them, the rearing environment is a significant factor for proper well-being and productivity. Behavior indicates the bird´s initial response to an adverse environment and is capable of providing an indicator of well-being in real-time. The present study aims to identify and characterize the sequential pattern of broilers´ behavior when exposed to thermoneutral conditions (TNZ) and thermal stress (HS) by constant heat. The research was carried out in a climatic chamber with 18 broilers under thermoneutral conditions and heat stress for three consecutive days (at three different ages). The behavior database was first analyzed using one-way ANOVA, Tukey test by age, and Boxplot graphs, and then the sequence of the behaviors was evaluated using the generalized sequential pattern (GSP) algorithm. We were able to predict behavioral patterns at the different temperatures assessed from the behavioral sequences. Birds in HS were prostrate, identified by the shorter behavioral sequence, such as the {Lying down, Eating} pattern, unlike TNZ ({Lying down, Walking, Drinking, Walking, Lying down}), which indicates a tendency to increase behaviors (feeding and locomotor activities) that guarantee the better welfare of the birds. The sequence of behaviors 'Lying down' followed by 'Lying laterally' occurred only in HS, which represents a stressful thermal environment for the bird. Using the pattern mining sequences approach, we were able to identify temporal relationships between thermal stress and broiler behavior, confirming the need for further studies on the use of temporal behavior sequences in environmental controllers MenosAbstract. Broiler productivity is dependent on a range of variables; among them, the rearing environment is a significant factor for proper well-being and productivity. Behavior indicates the bird´s initial response to an adverse environment and is capable of providing an indicator of well-being in real-time. The present study aims to identify and characterize the sequential pattern of broilers´ behavior when exposed to thermoneutral conditions (TNZ) and thermal stress (HS) by constant heat. The research was carried out in a climatic chamber with 18 broilers under thermoneutral conditions and heat stress for three consecutive days (at three different ages). The behavior database was first analyzed using one-way ANOVA, Tukey test by age, and Boxplot graphs, and then the sequence of the behaviors was evaluated using the generalized sequential pattern (GSP) algorithm. We were able to predict behavioral patterns at the different temperatures assessed from the behavioral sequences. Birds in HS were prostrate, identified by the shorter behavioral sequence, such as the {Lying down, Eating} pattern, unlike TNZ ({Lying down, Walking, Drinking, Walking, Lying down}), which indicates a tendency to increase behaviors (feeding and locomotor activities) that guarantee the better welfare of the birds. The sequence of behaviors 'Lying down' followed by 'Lying laterally' occurred only in HS, which represents a stressful thermal environment for the bird. Using the pattern mining sequences app... Mostrar Tudo |
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Palavras-Chave: |
Behavioral pattern detection; Broiler chicken; Padrão de comportamento; Sequential pattern mining. |
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Thesagro: |
Comportamento Animal; Frango de Corte. |
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Thesaurus Nal: |
Animal behavior; Animal welfare. |
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Categoria do assunto: |
-- |
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URL: |
https://ainfo.cnptia.embrapa.br/digital/bitstream/item/224055/1/AP-Sequential-behavior-pattern-2021.pdf
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Marc: |
LEADER 02617naa a2200289 a 4500
001 2132556
005 2021-06-25
008 2021 bl uuuu u00u1 u #d
024 7 $ahttps://doi.org/10.3390/agriengineering3030030$2DOI
100 1 $aBRANCO, T.
245 $aThe sequential behavior pattern analysis of broiler chickens exposed to heat stress.$h[electronic resource]
260 $c2021
520 $aAbstract. Broiler productivity is dependent on a range of variables; among them, the rearing environment is a significant factor for proper well-being and productivity. Behavior indicates the bird´s initial response to an adverse environment and is capable of providing an indicator of well-being in real-time. The present study aims to identify and characterize the sequential pattern of broilers´ behavior when exposed to thermoneutral conditions (TNZ) and thermal stress (HS) by constant heat. The research was carried out in a climatic chamber with 18 broilers under thermoneutral conditions and heat stress for three consecutive days (at three different ages). The behavior database was first analyzed using one-way ANOVA, Tukey test by age, and Boxplot graphs, and then the sequence of the behaviors was evaluated using the generalized sequential pattern (GSP) algorithm. We were able to predict behavioral patterns at the different temperatures assessed from the behavioral sequences. Birds in HS were prostrate, identified by the shorter behavioral sequence, such as the {Lying down, Eating} pattern, unlike TNZ ({Lying down, Walking, Drinking, Walking, Lying down}), which indicates a tendency to increase behaviors (feeding and locomotor activities) that guarantee the better welfare of the birds. The sequence of behaviors 'Lying down' followed by 'Lying laterally' occurred only in HS, which represents a stressful thermal environment for the bird. Using the pattern mining sequences approach, we were able to identify temporal relationships between thermal stress and broiler behavior, confirming the need for further studies on the use of temporal behavior sequences in environmental controllers
650 $aAnimal behavior
650 $aAnimal welfare
650 $aComportamento Animal
650 $aFrango de Corte
653 $aBehavioral pattern detection
653 $aBroiler chicken
653 $aPadrão de comportamento
653 $aSequential pattern mining
700 1 $aMOURA, D. J. de
700 1 $aNÄÄS, I. de A.
700 1 $aLIMA, N. D. da S.
700 1 $aKLEIN, D. R.
700 1 $aOLIVEIRA, S. R. de M.
773 $tAgriEngineering$gv. 3, n. 3, p. 447-457, Sept. 2021.
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Registro original: |
Embrapa Agricultura Digital (CNPTIA) |
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| Registros recuperados : 544 | |
| 163. |  | PAGAN, C.; COYNE, D.; CARNEIRO, R.; KARIUKI, G.; LUAMBANO, N.; AFFOKPON, A.; WILLIAMSON, V. M. Mitochondrial haplotype-based identification of ethanol-preserved root-knot nematodes from Africa. Phytopathology, v. 105, n. 3, p. 350-357, 2015.| Tipo: Artigo em Periódico Indexado | Circulação/Nível: A - 1 |
| Biblioteca(s): Embrapa Recursos Genéticos e Biotecnologia. |
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| 164. | | PAGAN, C.; COYNE, D.; KARIUKI, G.; CARNEIRO, R. M. D. G.; WILLIAMSON, V. M. Mitochondrial haplotypes for identification of tropical root-knot nematode species and Lineages. Journal of Nematology, v. 46, n. 2, p. 216, June 2014. Edição dos Proceedings do 6th International Congress of Nematology, Cape Town, South Africa, May 2014.| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Recursos Genéticos e Biotecnologia. |
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| 168. | | FRANCO, O. L.; ANDRADE, A. E.; ALBUQUERQUE, E. V. S.; GROSSI DE SÁ, M. F.; CARNEIRO, R. M. D. G.; CARNEIRO, R.; EIRA, M. T. S.; ROCHA, T. L.; MEHTA, A. Comparison of different staining methods for coffee proteomic analysis. INTERNATIONAL CONFERENCE ON COFFEE SCIENCE, 21., 2006, Montpellier, France. Table of contents... Montpellier, France: Association for Science and Information on Coffee, 2006.| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Recursos Genéticos e Biotecnologia. |
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| 169. | | FRANCO, O. L.; ANDRADE, A. E.; BARROS, E. V. S. A.; GROSSI DE SÁ, M. F.; CARNEIRO, R. M. D. G.; CARNEIRO, R.; EIRA, M. T. S.; ROCHA, T. L.; MEHTA, Â. Comparison of different staining methods for coffee proteomic analysis. In: INTERNATIONAL CONFERENCE ON COFFEE SCIENCE, 21., 2006, Montpellier, France. Table of contents... Montpellier, France: Association for Science and Information on Coffee, 2006.| Tipo: Artigo em Anais de Congresso / Nota Técnica |
| Biblioteca(s): Embrapa Recursos Genéticos e Biotecnologia. |
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| 170. | | FRANCO, O. L.; ANDRADE, A. E.; BARROS, E. V. S. A.; SA, M. F. G. de; CARNEIRO, R. M. D. G.; CARNEIRO, R.; EIRA, M. T. S. da; ROCHA, T. L.; REIS, A. M. dos. Comparison of different staining methods for coffee proteomic analysis. In:INTERNATIONAL CONFERENCE ON COFFEE SCIENCE, 21., 2006, Montpellier, France. Table of contents... Montpellier, France: Association for Science and Information on Coffee, 2007. 1 CD-ROM.| Tipo: Artigo em Anais de Congresso |
| Biblioteca(s): Embrapa Café. |
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| 171. | | FRANCO, O. L.; PEREIRA, J. L.; COSTA, P. H. A. "; ROCHA, T. L.; FR, E. V. S. A.; SA, M. F. G. de; CARNEIRO, R. M. D. G.; CARNEIRO, R. G.; REIS, A. M. dos. Methodological evaluzation of 2-DE to study root proteomics during nematode infection in cotton and coffee plants. Preparative Biochemistry and Biotechnology, v. 40, p. 152-163, 2010.| Tipo: Artigo em Periódico Indexado | Circulação/Nível: B - 4 |
| Biblioteca(s): Embrapa Recursos Genéticos e Biotecnologia. |
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| 174. | | FREITAS, V. M.; GOMES, A. C. M. M.; MOTTA, F. C.; MATTOS, J. K.; CARNEIRO, R. M. D. G. Acessos de Psidium spp. resistentes a Meloidogyne enterolobii e caracterização histológica da resistência. In: CONGRESSO BRASILEIRO DE FITOPATOLOGIA, 45., 2012, Manaus. Fito 2012. Tropical Plant Pathology, Brasília, DF, v. 37, 2012. Suplemento. Resumo 136. 1 CD-ROM.| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Recursos Genéticos e Biotecnologia. |
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| 177. | | MOTA, F. C.; PEIXOTO, J. R.; MATTOS, V. S.; SOUSA, F. R; CARNEIRO, R. M. D. G. Análise de novas fontes de resistência do algodoeiro a Meloidogyne incognita raça 3. In: ENCONTRO DO TALENTO ESTUDANTIL DA EMBRAPA RECURSOS GENÉTICOS E BIOTECNOLOGIA, 15., 2010, Brasília, DF. Anais: resumos dos trabalhos. Brasília, DF: Embrapa Recursos Genéticos e Biotecnologia, 2010. Resumo 055.| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Recursos Genéticos e Biotecnologia. |
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| 178. | | MOTA, F. C.; PEIXOTO, J. R.; MATTOS, V. S.; SOUSA, F. R.; CARNEIRO, R. M. D. G. Análise de novas fontes de resistência do algodoeiro a Meloidogyne incognita raça. Tropical Plant Pathology, Brasília, DF, v. 34, p. S205, 2009. Suplemento. Edição dos Resumos do XLII do Congresso Brasileiro de Fitopatologia, Rio de Janeiro, RJ, 2009.| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Recursos Genéticos e Biotecnologia. |
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| 180. | | CARNEIRO, R. M. D. G.; MESQUITA, L. F. G.; CIROTTO, P. A. S; MOTA, F. C.; ALMEIDA, M. R. A. Biological control of Meloidogyne incognita on coffee plants using the isolates P10 of Pasteuria penetrans. In: INTERNATIONAL CONFERENCE ON COFFEE SCIENCE, 21., 2006, Montpellier, France. Table of contents... Montpellier, France: Association for Science and Information on Coffee, 2006.| Tipo: Artigo em Anais de Congresso / Nota Técnica |
| Biblioteca(s): Embrapa Recursos Genéticos e Biotecnologia. |
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| Registros recuperados : 544 | |
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