Spatial variability of soil physical properties in longitudinal profiles

Detalhes bibliográficos
Autor(a) principal: Franco, Thiago C. R.
Data de Publicação: 2022
Outros Autores: Ferraz, Gabriel A. S., Carvalho, Luis C. C., Silva, Fábio M. da, Alves, Marcelo C., Marin, Diego B.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFLA
Texto Completo: http://repositorio.ufla.br/jspui/handle/1/50669
Resumo: The spatial variability of physical properties, such as bulk density, penetration resistance and gravimetric moisture, obtained by applying geostatistics in precision agriculture, can effectively indicate the physical behavior of agricultural soils in longitudinal profiles. In this way, the spatial dependence of physical properties in streets of coffee plantations with different lengths was evaluated in the southern Minas Gerais, Brazil. For this purpose, five longitudinal profiles were measured in streets, each one with depths ranging from 0 to 0.60 m, in six layers of 0.10 m, being the database composed of 432 property, 144 by property, submitted to the ordinary kriging geostatistical method in order to obtain spatial variability maps using the R software. They were evaluated by the lower mean cross-validation error of theoretical models fitted by ordinary least squares (OLS), being detected in higher superficial layers, from 0 to 0.30 m, lower bulk density and lower penetration resistance, with variable gravimetric moisture in the length direction of some streets of coffee plantations, being that these properties presented different structures of spatial dependence for each street.
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spelling Spatial variability of soil physical properties in longitudinal profilesPrecision agricultureGeostatisticsSoil physicsAgricultural managementAgricultura de precisãoGeoestatísticaFísica do soloManejo agrícolaThe spatial variability of physical properties, such as bulk density, penetration resistance and gravimetric moisture, obtained by applying geostatistics in precision agriculture, can effectively indicate the physical behavior of agricultural soils in longitudinal profiles. In this way, the spatial dependence of physical properties in streets of coffee plantations with different lengths was evaluated in the southern Minas Gerais, Brazil. For this purpose, five longitudinal profiles were measured in streets, each one with depths ranging from 0 to 0.60 m, in six layers of 0.10 m, being the database composed of 432 property, 144 by property, submitted to the ordinary kriging geostatistical method in order to obtain spatial variability maps using the R software. They were evaluated by the lower mean cross-validation error of theoretical models fitted by ordinary least squares (OLS), being detected in higher superficial layers, from 0 to 0.30 m, lower bulk density and lower penetration resistance, with variable gravimetric moisture in the length direction of some streets of coffee plantations, being that these properties presented different structures of spatial dependence for each street.Academia Brasileira de Ciências2022-07-20T22:21:43Z2022-07-20T22:21:43Z2022info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfFRANCO, T. C. R. et al. Spatial variability of soil physical properties in longitudinal profiles. Anais da Academia Brasileira de Ciências, Rio de Janeiro, v. 94, n. 2, e20200411, 2022. DOI: 10.1590/0001-3765202220200411.http://repositorio.ufla.br/jspui/handle/1/50669Anais da Academia Brasileira de Ciências / Annals of the Brazilian Academy of Sciencesreponame:Repositório Institucional da UFLAinstname:Universidade Federal de Lavras (UFLA)instacron:UFLAAttribution 4.0 Internationalhttp://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessFranco, Thiago C. R.Ferraz, Gabriel A. S.Carvalho, Luis C. C.Silva, Fábio M. daAlves, Marcelo C.Marin, Diego B.eng2022-07-20T22:22:08Zoai:localhost:1/50669Repositório InstitucionalPUBhttp://repositorio.ufla.br/oai/requestnivaldo@ufla.br || repositorio.biblioteca@ufla.bropendoar:2022-07-20T22:22:08Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA)false
dc.title.none.fl_str_mv Spatial variability of soil physical properties in longitudinal profiles
title Spatial variability of soil physical properties in longitudinal profiles
spellingShingle Spatial variability of soil physical properties in longitudinal profiles
Franco, Thiago C. R.
Precision agriculture
Geostatistics
Soil physics
Agricultural management
Agricultura de precisão
Geoestatística
Física do solo
Manejo agrícola
title_short Spatial variability of soil physical properties in longitudinal profiles
title_full Spatial variability of soil physical properties in longitudinal profiles
title_fullStr Spatial variability of soil physical properties in longitudinal profiles
title_full_unstemmed Spatial variability of soil physical properties in longitudinal profiles
title_sort Spatial variability of soil physical properties in longitudinal profiles
author Franco, Thiago C. R.
author_facet Franco, Thiago C. R.
Ferraz, Gabriel A. S.
Carvalho, Luis C. C.
Silva, Fábio M. da
Alves, Marcelo C.
Marin, Diego B.
author_role author
author2 Ferraz, Gabriel A. S.
Carvalho, Luis C. C.
Silva, Fábio M. da
Alves, Marcelo C.
Marin, Diego B.
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv Franco, Thiago C. R.
Ferraz, Gabriel A. S.
Carvalho, Luis C. C.
Silva, Fábio M. da
Alves, Marcelo C.
Marin, Diego B.
dc.subject.por.fl_str_mv Precision agriculture
Geostatistics
Soil physics
Agricultural management
Agricultura de precisão
Geoestatística
Física do solo
Manejo agrícola
topic Precision agriculture
Geostatistics
Soil physics
Agricultural management
Agricultura de precisão
Geoestatística
Física do solo
Manejo agrícola
description The spatial variability of physical properties, such as bulk density, penetration resistance and gravimetric moisture, obtained by applying geostatistics in precision agriculture, can effectively indicate the physical behavior of agricultural soils in longitudinal profiles. In this way, the spatial dependence of physical properties in streets of coffee plantations with different lengths was evaluated in the southern Minas Gerais, Brazil. For this purpose, five longitudinal profiles were measured in streets, each one with depths ranging from 0 to 0.60 m, in six layers of 0.10 m, being the database composed of 432 property, 144 by property, submitted to the ordinary kriging geostatistical method in order to obtain spatial variability maps using the R software. They were evaluated by the lower mean cross-validation error of theoretical models fitted by ordinary least squares (OLS), being detected in higher superficial layers, from 0 to 0.30 m, lower bulk density and lower penetration resistance, with variable gravimetric moisture in the length direction of some streets of coffee plantations, being that these properties presented different structures of spatial dependence for each street.
publishDate 2022
dc.date.none.fl_str_mv 2022-07-20T22:21:43Z
2022-07-20T22:21:43Z
2022
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv FRANCO, T. C. R. et al. Spatial variability of soil physical properties in longitudinal profiles. Anais da Academia Brasileira de Ciências, Rio de Janeiro, v. 94, n. 2, e20200411, 2022. DOI: 10.1590/0001-3765202220200411.
http://repositorio.ufla.br/jspui/handle/1/50669
identifier_str_mv FRANCO, T. C. R. et al. Spatial variability of soil physical properties in longitudinal profiles. Anais da Academia Brasileira de Ciências, Rio de Janeiro, v. 94, n. 2, e20200411, 2022. DOI: 10.1590/0001-3765202220200411.
url http://repositorio.ufla.br/jspui/handle/1/50669
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv Attribution 4.0 International
http://creativecommons.org/licenses/by/4.0/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Attribution 4.0 International
http://creativecommons.org/licenses/by/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Academia Brasileira de Ciências
publisher.none.fl_str_mv Academia Brasileira de Ciências
dc.source.none.fl_str_mv Anais da Academia Brasileira de Ciências / Annals of the Brazilian Academy of Sciences
reponame:Repositório Institucional da UFLA
instname:Universidade Federal de Lavras (UFLA)
instacron:UFLA
instname_str Universidade Federal de Lavras (UFLA)
instacron_str UFLA
institution UFLA
reponame_str Repositório Institucional da UFLA
collection Repositório Institucional da UFLA
repository.name.fl_str_mv Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA)
repository.mail.fl_str_mv nivaldo@ufla.br || repositorio.biblioteca@ufla.br
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