Análise exploratória de dados de monitoramento da dinâmica do gado em uma pastagem natural invadida pelo capim-annoni.

Abstract: The Precision Agriculture considers spatial variability in the agricultural parcel to increase the efficiency in production process. For this it is necessary to know the behavior of the relevant variables and develop viable strategies for action in system. The application of the Precision Agriculture principles in a livestock system involves a higher degree of difficulty due to the greater number of factors involved and the presence of animal component. Variables such as mobility, trampling, defecations of animals and preferential areas may impact the system and should be considered. The objective of this paper is to perform an exploratory analysis of data from monitoring of animals in an experimental plot of a livestock system, evaluating the behavior of animals in different situations, and in future relate this behavior with other factors present in the system. The monitoring of the animals was performed with a set of GPS devices, fixed in six animals from a herd. GPS data (position, velocity, etc.) were complemented by field observations. Data were analyzed with the Kernel intensity estimator in different situations: moving animals; without movement, grazing animals, and nongrazing. Maps resulting from the analysis are presented for the situations investigated. The data analysis allowed us to identify the areas used for the rest of the animals and areas with different grazing intensities.

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Bibliographic Details
Main Authors: NEVES, M. C., PEREZ, N. B., SISTI, R. N.
Other Authors: MARCOS CORREA NEVES, CNPMA; NAYLOR BASTIANI PEREZ, CPPSUL; RODISON NATIVIDADE SISTI, CPPSUL.
Format: Separatas biblioteca
Language:Portugues
pt_BR
Published: 2015-07-20
Subjects:Estimador de intensidade kernel, Monitoramento, Spacial data, Agricultura de precisão, Pecuária, Sensoriamento remoto, Gado de corte, Pastagem, Capim annoni, Precision agriculture, Remote sensing, Livestock,
Online Access:http://www.alice.cnptia.embrapa.br/alice/handle/doc/1020086
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spelling dig-alice-doc-10200862022-07-15T10:19:36Z Análise exploratória de dados de monitoramento da dinâmica do gado em uma pastagem natural invadida pelo capim-annoni. NEVES, M. C. PEREZ, N. B. SISTI, R. N. MARCOS CORREA NEVES, CNPMA; NAYLOR BASTIANI PEREZ, CPPSUL; RODISON NATIVIDADE SISTI, CPPSUL. Estimador de intensidade kernel Monitoramento Spacial data Agricultura de precisão Pecuária Sensoriamento remoto Gado de corte Pastagem Capim annoni Precision agriculture Remote sensing Livestock Abstract: The Precision Agriculture considers spatial variability in the agricultural parcel to increase the efficiency in production process. For this it is necessary to know the behavior of the relevant variables and develop viable strategies for action in system. The application of the Precision Agriculture principles in a livestock system involves a higher degree of difficulty due to the greater number of factors involved and the presence of animal component. Variables such as mobility, trampling, defecations of animals and preferential areas may impact the system and should be considered. The objective of this paper is to perform an exploratory analysis of data from monitoring of animals in an experimental plot of a livestock system, evaluating the behavior of animals in different situations, and in future relate this behavior with other factors present in the system. The monitoring of the animals was performed with a set of GPS devices, fixed in six animals from a herd. GPS data (position, velocity, etc.) were complemented by field observations. Data were analyzed with the Kernel intensity estimator in different situations: moving animals; without movement, grazing animals, and nongrazing. Maps resulting from the analysis are presented for the situations investigated. The data analysis allowed us to identify the areas used for the rest of the animals and areas with different grazing intensities. 2022-07-15T10:19:27Z 2022-07-15T10:19:27Z 2015-07-20 2015 Separatas In: SIMPÓSIO BRASILEIRO DE SENSORIAMENTO REMOTO, 17., 2015, João Pessoa. Anais... São José dos Campos: INPE, 2015. p. 2252-2258. http://www.alice.cnptia.embrapa.br/alice/handle/doc/1020086 Portugues pt_BR openAccess
institution EMBRAPA
collection DSpace
country Brasil
countrycode BR
component Bibliográfico
access En linea
databasecode dig-alice
tag biblioteca
region America del Sur
libraryname Sistema de bibliotecas de EMBRAPA
language Portugues
pt_BR
topic Estimador de intensidade kernel
Monitoramento
Spacial data
Agricultura de precisão
Pecuária
Sensoriamento remoto
Gado de corte
Pastagem
Capim annoni
Precision agriculture
Remote sensing
Livestock
Estimador de intensidade kernel
Monitoramento
Spacial data
Agricultura de precisão
Pecuária
Sensoriamento remoto
Gado de corte
Pastagem
Capim annoni
Precision agriculture
Remote sensing
Livestock
spellingShingle Estimador de intensidade kernel
Monitoramento
Spacial data
Agricultura de precisão
Pecuária
Sensoriamento remoto
Gado de corte
Pastagem
Capim annoni
Precision agriculture
Remote sensing
Livestock
Estimador de intensidade kernel
Monitoramento
Spacial data
Agricultura de precisão
Pecuária
Sensoriamento remoto
Gado de corte
Pastagem
Capim annoni
Precision agriculture
Remote sensing
Livestock
NEVES, M. C.
PEREZ, N. B.
SISTI, R. N.
Análise exploratória de dados de monitoramento da dinâmica do gado em uma pastagem natural invadida pelo capim-annoni.
description Abstract: The Precision Agriculture considers spatial variability in the agricultural parcel to increase the efficiency in production process. For this it is necessary to know the behavior of the relevant variables and develop viable strategies for action in system. The application of the Precision Agriculture principles in a livestock system involves a higher degree of difficulty due to the greater number of factors involved and the presence of animal component. Variables such as mobility, trampling, defecations of animals and preferential areas may impact the system and should be considered. The objective of this paper is to perform an exploratory analysis of data from monitoring of animals in an experimental plot of a livestock system, evaluating the behavior of animals in different situations, and in future relate this behavior with other factors present in the system. The monitoring of the animals was performed with a set of GPS devices, fixed in six animals from a herd. GPS data (position, velocity, etc.) were complemented by field observations. Data were analyzed with the Kernel intensity estimator in different situations: moving animals; without movement, grazing animals, and nongrazing. Maps resulting from the analysis are presented for the situations investigated. The data analysis allowed us to identify the areas used for the rest of the animals and areas with different grazing intensities.
author2 MARCOS CORREA NEVES, CNPMA; NAYLOR BASTIANI PEREZ, CPPSUL; RODISON NATIVIDADE SISTI, CPPSUL.
author_facet MARCOS CORREA NEVES, CNPMA; NAYLOR BASTIANI PEREZ, CPPSUL; RODISON NATIVIDADE SISTI, CPPSUL.
NEVES, M. C.
PEREZ, N. B.
SISTI, R. N.
format Separatas
topic_facet Estimador de intensidade kernel
Monitoramento
Spacial data
Agricultura de precisão
Pecuária
Sensoriamento remoto
Gado de corte
Pastagem
Capim annoni
Precision agriculture
Remote sensing
Livestock
author NEVES, M. C.
PEREZ, N. B.
SISTI, R. N.
author_sort NEVES, M. C.
title Análise exploratória de dados de monitoramento da dinâmica do gado em uma pastagem natural invadida pelo capim-annoni.
title_short Análise exploratória de dados de monitoramento da dinâmica do gado em uma pastagem natural invadida pelo capim-annoni.
title_full Análise exploratória de dados de monitoramento da dinâmica do gado em uma pastagem natural invadida pelo capim-annoni.
title_fullStr Análise exploratória de dados de monitoramento da dinâmica do gado em uma pastagem natural invadida pelo capim-annoni.
title_full_unstemmed Análise exploratória de dados de monitoramento da dinâmica do gado em uma pastagem natural invadida pelo capim-annoni.
title_sort análise exploratória de dados de monitoramento da dinâmica do gado em uma pastagem natural invadida pelo capim-annoni.
publishDate 2015-07-20
url http://www.alice.cnptia.embrapa.br/alice/handle/doc/1020086
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AT pereznb analiseexploratoriadedadosdemonitoramentodadinamicadogadoemumapastagemnaturalinvadidapelocapimannoni
AT sistirn analiseexploratoriadedadosdemonitoramentodadinamicadogadoemumapastagemnaturalinvadidapelocapimannoni
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