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

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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Bibliographic Details
Main Authors: GUEDES FILHO, O., VIEIRA, S. R., CHIBA, M. K., GREGO, C. R.
Other Authors: OSVALDO GUEDES FILHO, ESALQ/USP; SIDNEY ROSA VIEIRA, IAC; MARCIO KOITI CHIBA, IAC; CELIA REGINA GREGO, CNPM.
Format: Artigo de periódico biblioteca
Language:English
eng
Published: 2011-02-24
Subjects:Spatial variability, Cross semivariogram, Management zones,
Online Access:http://www.alice.cnptia.embrapa.br/alice/handle/doc/878781
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spelling dig-alice-doc-8787812017-08-15T21:54:02Z Geostatistical analysis of crop yield maps in a long term no tillage system. GUEDES FILHO, O. VIEIRA, S. R. CHIBA, M. K. GREGO, C. R. OSVALDO GUEDES FILHO, ESALQ/USP; SIDNEY ROSA VIEIRA, IAC; MARCIO KOITI CHIBA, IAC; CELIA REGINA GREGO, CNPM. Spatial variability Cross semivariogram Management zones 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. 2011-04-09T16:20:23Z 2011-04-09T16:20:23Z 2011-02-24 2010 2019-05-03T11:11:11Z Artigo de periódico Bragantia, Campinas, v. 69, suplemento, p. 9-18, 2010. http://www.alice.cnptia.embrapa.br/alice/handle/doc/878781 en eng 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 English
eng
topic Spatial variability
Cross semivariogram
Management zones
Spatial variability
Cross semivariogram
Management zones
spellingShingle Spatial variability
Cross semivariogram
Management zones
Spatial variability
Cross semivariogram
Management zones
GUEDES FILHO, O.
VIEIRA, S. R.
CHIBA, M. K.
GREGO, C. R.
Geostatistical analysis of crop yield maps in a long term no tillage system.
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.
author2 OSVALDO GUEDES FILHO, ESALQ/USP; SIDNEY ROSA VIEIRA, IAC; MARCIO KOITI CHIBA, IAC; CELIA REGINA GREGO, CNPM.
author_facet 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.
format Artigo de periódico
topic_facet Spatial variability
Cross semivariogram
Management zones
author GUEDES FILHO, O.
VIEIRA, S. R.
CHIBA, M. K.
GREGO, C. R.
author_sort GUEDES FILHO, O.
title Geostatistical analysis of crop yield maps in a long term no tillage system.
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.
publishDate 2011-02-24
url http://www.alice.cnptia.embrapa.br/alice/handle/doc/878781
work_keys_str_mv AT guedesfilhoo geostatisticalanalysisofcropyieldmapsinalongtermnotillagesystem
AT vieirasr geostatisticalanalysisofcropyieldmapsinalongtermnotillagesystem
AT chibamk geostatisticalanalysisofcropyieldmapsinalongtermnotillagesystem
AT gregocr geostatisticalanalysisofcropyieldmapsinalongtermnotillagesystem
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