Geostatistical analysis of crop yield maps in a long term no tillage system.

Detalhes bibliográficos
Autor(a) principal: GUEDES FILHO, O.
Data de Publicação: 2010
Outros Autores: VIEIRA, S. R., CHIBA, M. K., GREGO, C. R.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
Texto Completo: http://www.alice.cnptia.embrapa.br/alice/handle/doc/878781
Resumo: It is known, for a long time, that crop yields are not uniform at the field. In some places, it is possible to distinguish sites with both low and high yields even within the same area. This work aimed to evaluate the spatial and temporal variability of some crop yields and to identify potential zones for site specific management in an area under no-tillage system for 23 years. Data were analyzed from a 3.42 ha long term experimental area at the Centro Experimental Central of the Instituto Agronômico, located in Campinas, São Paulo State, Brazil. The crop yield data evaluated included the following crops: soybean, maize, lablab and triticale, and all of them were cultivated since 1985 and sampled at a regular grid of 302 points. Data were normalized and analyzed using descriptive statistics and geostatistical tools in order to demonstrate and describe the structure of the spatial variability. All crop yields showed high variability. All of them also showed spatial dependence and were fitted to the spherical model, except for the yield of the maize in 1999 productivity which was fitted to the exponential model. The north part of the area presented repeated high values of productivity in some years. There was a positive cross correlation amongst the productivity values, especially for the maize crops.
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spelling Geostatistical analysis of crop yield maps in a long term no tillage system.Spatial variabilityCross semivariogramManagement zonesIt is known, for a long time, that crop yields are not uniform at the field. In some places, it is possible to distinguish sites with both low and high yields even within the same area. This work aimed to evaluate the spatial and temporal variability of some crop yields and to identify potential zones for site specific management in an area under no-tillage system for 23 years. Data were analyzed from a 3.42 ha long term experimental area at the Centro Experimental Central of the Instituto Agronômico, located in Campinas, São Paulo State, Brazil. The crop yield data evaluated included the following crops: soybean, maize, lablab and triticale, and all of them were cultivated since 1985 and sampled at a regular grid of 302 points. Data were normalized and analyzed using descriptive statistics and geostatistical tools in order to demonstrate and describe the structure of the spatial variability. All crop yields showed high variability. All of them also showed spatial dependence and were fitted to the spherical model, except for the yield of the maize in 1999 productivity which was fitted to the exponential model. The north part of the area presented repeated high values of productivity in some years. There was a positive cross correlation amongst the productivity values, especially for the maize crops.OSVALDO GUEDES FILHO, ESALQ/USP; SIDNEY ROSA VIEIRA, IAC; MARCIO KOITI CHIBA, IAC; CELIA REGINA GREGO, CNPM.GUEDES FILHO, O.VIEIRA, S. R.CHIBA, M. K.GREGO, C. R.2011-04-09T16:20:23Z2011-04-09T16:20:23Z2011-02-2420102019-05-03T11:11:11Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleBragantia, Campinas, v. 69, suplemento, p. 9-18, 2010.http://www.alice.cnptia.embrapa.br/alice/handle/doc/878781enginfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)instacron:EMBRAPA2017-08-15T21:54:02Zoai:www.alice.cnptia.embrapa.br:doc/878781Repositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestopendoar:21542017-08-15T21:54:02falseRepositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestcg-riaa@embrapa.bropendoar:21542017-08-15T21:54:02Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)false
dc.title.none.fl_str_mv Geostatistical analysis of crop yield maps in a long term no tillage system.
title Geostatistical analysis of crop yield maps in a long term no tillage system.
spellingShingle Geostatistical analysis of crop yield maps in a long term no tillage system.
GUEDES FILHO, O.
Spatial variability
Cross semivariogram
Management zones
title_short Geostatistical analysis of crop yield maps in a long term no tillage system.
title_full Geostatistical analysis of crop yield maps in a long term no tillage system.
title_fullStr Geostatistical analysis of crop yield maps in a long term no tillage system.
title_full_unstemmed Geostatistical analysis of crop yield maps in a long term no tillage system.
title_sort Geostatistical analysis of crop yield maps in a long term no tillage system.
author GUEDES FILHO, O.
author_facet GUEDES FILHO, O.
VIEIRA, S. R.
CHIBA, M. K.
GREGO, C. R.
author_role author
author2 VIEIRA, S. R.
CHIBA, M. K.
GREGO, C. R.
author2_role author
author
author
dc.contributor.none.fl_str_mv OSVALDO GUEDES FILHO, ESALQ/USP; SIDNEY ROSA VIEIRA, IAC; MARCIO KOITI CHIBA, IAC; CELIA REGINA GREGO, CNPM.
dc.contributor.author.fl_str_mv GUEDES FILHO, O.
VIEIRA, S. R.
CHIBA, M. K.
GREGO, C. R.
dc.subject.por.fl_str_mv Spatial variability
Cross semivariogram
Management zones
topic Spatial variability
Cross semivariogram
Management zones
description It is known, for a long time, that crop yields are not uniform at the field. In some places, it is possible to distinguish sites with both low and high yields even within the same area. This work aimed to evaluate the spatial and temporal variability of some crop yields and to identify potential zones for site specific management in an area under no-tillage system for 23 years. Data were analyzed from a 3.42 ha long term experimental area at the Centro Experimental Central of the Instituto Agronômico, located in Campinas, São Paulo State, Brazil. The crop yield data evaluated included the following crops: soybean, maize, lablab and triticale, and all of them were cultivated since 1985 and sampled at a regular grid of 302 points. Data were normalized and analyzed using descriptive statistics and geostatistical tools in order to demonstrate and describe the structure of the spatial variability. All crop yields showed high variability. All of them also showed spatial dependence and were fitted to the spherical model, except for the yield of the maize in 1999 productivity which was fitted to the exponential model. The north part of the area presented repeated high values of productivity in some years. There was a positive cross correlation amongst the productivity values, especially for the maize crops.
publishDate 2010
dc.date.none.fl_str_mv 2010
2011-04-09T16:20:23Z
2011-04-09T16:20:23Z
2011-02-24
2019-05-03T11:11:11Z
dc.type.driver.fl_str_mv info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv Bragantia, Campinas, v. 69, suplemento, p. 9-18, 2010.
http://www.alice.cnptia.embrapa.br/alice/handle/doc/878781
identifier_str_mv Bragantia, Campinas, v. 69, suplemento, p. 9-18, 2010.
url http://www.alice.cnptia.embrapa.br/alice/handle/doc/878781
dc.language.iso.fl_str_mv eng
language eng
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instname_str Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
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reponame_str Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
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