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metadata.artigo.dc.title: Decision trees for predicting the physiological responses of rabbits
metadata.artigo.dc.creator: Ferraz, Patrícia Ferreira Ponciano
Hernández-Julio, Yamid Fabián
Ferraz, Gabriel Araújo e Silva
Moura, Raquel Silva de
Rossi, Giuseppe
Saraz, Jairo Alexander Osorio
Barbari, Matteo
metadata.artigo.dc.subject: Ear temperature
Respiratory rate
Thermal environment
Rabbit breeder
Animal welfare
Temperatura da orelha
Frequência respiratória
Ambiente térmico
metadata.artigo.dc.publisher: MDPI 2019
metadata.artigo.dc.identifier.citation: FERRAZ, P. F. P. et al. Decision trees for predicting the physiological responses of rabbits. Animals, [S. l.], v. p, n. 11, p. 1-13, 2019. DOI:
metadata.artigo.dc.description.abstract: The thermal environment inside a rabbit house affects the physiological responses and consequently the production of the animals. Thus, models are needed to assist rabbit producers in decision-making to maintain the production environment within the zone of thermoneutrality for the animals. The aim of this paper is to develop decision trees to predict the physiological responses of rabbits based on environmental variables. The experiment was performed in a rabbit house with 26 rabbits at eight weeks of age. The experimental database is composed of 546 observed data points. Sixty decision tree models for the prediction of respiratory rate (RR, mov.min−1) and ear temperature (ET, °C) of rabbits exposed to different combinations of dry bulb temperature (tdb, °C) and relative humidity (RH, %) were developed. The ET model exhibited better statistical indices than the RR model. The developed decision trees can be used in practical situations to provide a rapid evaluation of rabbit welfare conditions based on environmental variables and physiological responses. This information can be obtained in real time and may help rabbit breeders in decision-making to provide satisfactory environmental conditions for rabbits.
metadata.artigo.dc.language: en_US
Appears in Collections:DEA - Artigos publicados em periódicos
DEG - Artigos publicados em periódicos

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