Determination of management zones using yield data - DOI: 10.4025/actasciagron.v28i4.937

Detalhes bibliográficos
Autor(a) principal: Milani, Lairton
Data de Publicação: 2008
Outros Autores: Souza, Eduardo Godoy de, Uribe-Opazo, Miguel Angel, Gabriel Filho, Antonio, Johann, Jerry Adriany, Pereira, Joaquim Odilon
Tipo de documento: Artigo
Idioma: por
Título da fonte: Acta Scientiarum. Agronomy (Online)
Texto Completo: http://www.periodicos.uem.br/ojs/index.php/ActaSciAgron/article/view/937
Resumo: Precision agriculture is a set of technologies that aims the efficiency increase based on the differentiated management of agricultural areas. In this context, it is important to establish methodologies to use the yield information, soil or indicators in the determination of management zones. The aim of this paper was to develop a methodology for the definition of management zones according to yield maps of five growing seasons. The soybean yield was measured from 1998 to 2002, in an area in Cascavel, Paraná State, Brazil. Yield maps were generated using geostatic techniques. The sampled area has 1.74 ha with 256 plots: 128 with site- specific chemical management and 128 without site-specific chemical management. A plot combine was used for harvest. In the experiment the spatial dependence was verified for both planting systems in each year. The punctual values of soybean yield of each year were standardized using the standard score technique. After that, these values were reclassified in low, medium and high, allowing the comparison of productivities in different years and the generation of a yield average map. Management zones were generated according to the standardized yields and also to the coefficient of variation being classified in low, medium and high. The methodology was efficient to identify homogeneous zones.
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spelling Determination of management zones using yield data - DOI: 10.4025/actasciagron.v28i4.937Unidades de manejo a partir de dados de produtividade - DOI: 10.4025/actasciagron.v28i4.937produtividadegeoestatísticamanejo químico5.03.00.00-8 Engenharia AgrícolaPrecision agriculture is a set of technologies that aims the efficiency increase based on the differentiated management of agricultural areas. In this context, it is important to establish methodologies to use the yield information, soil or indicators in the determination of management zones. The aim of this paper was to develop a methodology for the definition of management zones according to yield maps of five growing seasons. The soybean yield was measured from 1998 to 2002, in an area in Cascavel, Paraná State, Brazil. Yield maps were generated using geostatic techniques. The sampled area has 1.74 ha with 256 plots: 128 with site- specific chemical management and 128 without site-specific chemical management. A plot combine was used for harvest. In the experiment the spatial dependence was verified for both planting systems in each year. The punctual values of soybean yield of each year were standardized using the standard score technique. After that, these values were reclassified in low, medium and high, allowing the comparison of productivities in different years and the generation of a yield average map. Management zones were generated according to the standardized yields and also to the coefficient of variation being classified in low, medium and high. The methodology was efficient to identify homogeneous zones.A agricultura de precisão é um conjunto de tecnologias que visa o aumento da eficiência com base no manejo diferenciado de áreas agrícolas. Neste contexto, é importante estabelecer metodologias nos quais informações de produtividade, solo ou indicadores compostos possam ser utilizados para a determinação de unidades de manejo. O objetivo deste trabalho foi desenvolver uma metodologia para definição de unidades de manejo em função de mapas de produtividade de cinco safras agrícolas. Foi medida a produtividade da cultura soja, durante os anos de 1998 a 2002, de uma área localizada no município de Cascavel, Estado do Paraná, e utilizando técnicas de geoestatística foram gerados mapas de produtividade. A área amostrada possui 1,74 ha, sendo constituída de 256 parcelas, 128 com manejo químico localizado e 128 sem manejo químico localizado. Na colheita, utilizou-se uma colhedora de parcelas e verificou-se dependência espacial para os sistemas de cultivo, em todos os anos. Os valores pontuais de produtividade de soja de cada ano foram padronizados utilizando-se a técnica denominada escore padrão, em seguida reclassificados em baixo, médio e alto, o que possibilitou a comparação das produtividades de diferentes anos e a geração de um mapa de produtividade média. Com a produtividade padronizada e o coeficiente de variação classificados em baixo, médio e alto foi gerado um mapa com as unidades de manejo. A metodologia mostrou-se eficiente para identificar regiões homogêneas.Universidade Estadual de Maringá2008-02-28info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://www.periodicos.uem.br/ojs/index.php/ActaSciAgron/article/view/93710.4025/actasciagron.v28i4.937Acta Scientiarum. Agronomy; Vol 28 No 4 (2006); 591-598Acta Scientiarum. Agronomy; v. 28 n. 4 (2006); 591-5981807-86211679-9275reponame:Acta Scientiarum. Agronomy (Online)instname:Universidade Estadual de Maringá (UEM)instacron:UEMporhttp://www.periodicos.uem.br/ojs/index.php/ActaSciAgron/article/view/937/465Milani, LairtonSouza, Eduardo Godoy deUribe-Opazo, Miguel AngelGabriel Filho, AntonioJohann, Jerry AdrianyPereira, Joaquim Odiloninfo:eu-repo/semantics/openAccess2022-11-23T18:37:16Zoai:periodicos.uem.br/ojs:article/937Revistahttp://www.periodicos.uem.br/ojs/index.php/ActaSciAgronPUBhttp://www.periodicos.uem.br/ojs/index.php/ActaSciAgron/oaiactaagron@uem.br||actaagron@uem.br|| edamasio@uem.br1807-86211679-9275opendoar:2022-11-23T18:37:16Acta Scientiarum. Agronomy (Online) - Universidade Estadual de Maringá (UEM)false
dc.title.none.fl_str_mv Determination of management zones using yield data - DOI: 10.4025/actasciagron.v28i4.937
Unidades de manejo a partir de dados de produtividade - DOI: 10.4025/actasciagron.v28i4.937
title Determination of management zones using yield data - DOI: 10.4025/actasciagron.v28i4.937
spellingShingle Determination of management zones using yield data - DOI: 10.4025/actasciagron.v28i4.937
Milani, Lairton
produtividade
geoestatística
manejo químico
5.03.00.00-8 Engenharia Agrícola
title_short Determination of management zones using yield data - DOI: 10.4025/actasciagron.v28i4.937
title_full Determination of management zones using yield data - DOI: 10.4025/actasciagron.v28i4.937
title_fullStr Determination of management zones using yield data - DOI: 10.4025/actasciagron.v28i4.937
title_full_unstemmed Determination of management zones using yield data - DOI: 10.4025/actasciagron.v28i4.937
title_sort Determination of management zones using yield data - DOI: 10.4025/actasciagron.v28i4.937
author Milani, Lairton
author_facet Milani, Lairton
Souza, Eduardo Godoy de
Uribe-Opazo, Miguel Angel
Gabriel Filho, Antonio
Johann, Jerry Adriany
Pereira, Joaquim Odilon
author_role author
author2 Souza, Eduardo Godoy de
Uribe-Opazo, Miguel Angel
Gabriel Filho, Antonio
Johann, Jerry Adriany
Pereira, Joaquim Odilon
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv Milani, Lairton
Souza, Eduardo Godoy de
Uribe-Opazo, Miguel Angel
Gabriel Filho, Antonio
Johann, Jerry Adriany
Pereira, Joaquim Odilon
dc.subject.por.fl_str_mv produtividade
geoestatística
manejo químico
5.03.00.00-8 Engenharia Agrícola
topic produtividade
geoestatística
manejo químico
5.03.00.00-8 Engenharia Agrícola
description Precision agriculture is a set of technologies that aims the efficiency increase based on the differentiated management of agricultural areas. In this context, it is important to establish methodologies to use the yield information, soil or indicators in the determination of management zones. The aim of this paper was to develop a methodology for the definition of management zones according to yield maps of five growing seasons. The soybean yield was measured from 1998 to 2002, in an area in Cascavel, Paraná State, Brazil. Yield maps were generated using geostatic techniques. The sampled area has 1.74 ha with 256 plots: 128 with site- specific chemical management and 128 without site-specific chemical management. A plot combine was used for harvest. In the experiment the spatial dependence was verified for both planting systems in each year. The punctual values of soybean yield of each year were standardized using the standard score technique. After that, these values were reclassified in low, medium and high, allowing the comparison of productivities in different years and the generation of a yield average map. Management zones were generated according to the standardized yields and also to the coefficient of variation being classified in low, medium and high. The methodology was efficient to identify homogeneous zones.
publishDate 2008
dc.date.none.fl_str_mv 2008-02-28
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://www.periodicos.uem.br/ojs/index.php/ActaSciAgron/article/view/937
10.4025/actasciagron.v28i4.937
url http://www.periodicos.uem.br/ojs/index.php/ActaSciAgron/article/view/937
identifier_str_mv 10.4025/actasciagron.v28i4.937
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv http://www.periodicos.uem.br/ojs/index.php/ActaSciAgron/article/view/937/465
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Estadual de Maringá
publisher.none.fl_str_mv Universidade Estadual de Maringá
dc.source.none.fl_str_mv Acta Scientiarum. Agronomy; Vol 28 No 4 (2006); 591-598
Acta Scientiarum. Agronomy; v. 28 n. 4 (2006); 591-598
1807-8621
1679-9275
reponame:Acta Scientiarum. Agronomy (Online)
instname:Universidade Estadual de Maringá (UEM)
instacron:UEM
instname_str Universidade Estadual de Maringá (UEM)
instacron_str UEM
institution UEM
reponame_str Acta Scientiarum. Agronomy (Online)
collection Acta Scientiarum. Agronomy (Online)
repository.name.fl_str_mv Acta Scientiarum. Agronomy (Online) - Universidade Estadual de Maringá (UEM)
repository.mail.fl_str_mv actaagron@uem.br||actaagron@uem.br|| edamasio@uem.br
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