Spatial variability of pores in oxidic latosol under a conservation management system with different gypsium doses

Detalhes bibliográficos
Autor(a) principal: Carducci, Carla Eloize
Data de Publicação: 2014
Outros Autores: Oliveira, Geraldo César, Curi, Nilton, Rossoni, Diogo Francisco, Costa, Alisson Lucrécio, Heck, Richard Jonh
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFLA
Texto Completo: http://repositorio.ufla.br/jspui/handle/1/37932
Resumo: Soil structure is modify when subjected to the agricultural process, i.e., a new spatial organization of the pores system is formed, with relation to the physical quality of it. Thus the aim of this work was to visualize and quantify, through X-ray CT scan, the pores distribution in an oxidic Latosol submitted to a conservation management system with different gypsum doses. Three random trenches were dug lengthwise along the plant row in a very clayey gibbsitic dystrophic Red Latosol, subjected to the following gypsum levels: G0: absence of gypsum; G7: 7 Mg ha-1 and G28: 28 Mg ha-1 of additional gypsum, applied to the surface of the plant row. Undisturbed soil samples were collected in plexiglass tubes at depths of 0.20-0.34, 0.80-0.94 and 1.50-1.64 m after six years of coffee cultivation for quantification of 3D pores obtained by X-ray CT scan. The spatial variability of the soil structure was evaluated by semivariograms generated by 3D images in grayscale. Distribution of the detectable pore diameter was conducted by data mining. Statistical analyzes employed packages ‘geoR’ to semivariogram and ‘randomForest’ for data mining in R language. A greater spatial continuity of the pores occurred in the G7 at the three depths. The combined effects of the management system promoted a greater spatial variability of the soil structure in the G28 treatment. Based on geostatistical analyses, it can be infer that the adoption of the system under study promoted changes in the pore network in all directions (X, Y and Z), however with better pores continuity in the vertical direction(Z)
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spelling Spatial variability of pores in oxidic latosol under a conservation management system with different gypsium dosesVariabilidade espacial de poros em Latossolo oxídico sob sistema de manejo conservacionista com diferentes doses de gessoX-ray CT scanSpatial pore continuityPores distributionCoffee cropTomografia de raios-XContinuidade espacialCafeiculturaSoil structure is modify when subjected to the agricultural process, i.e., a new spatial organization of the pores system is formed, with relation to the physical quality of it. Thus the aim of this work was to visualize and quantify, through X-ray CT scan, the pores distribution in an oxidic Latosol submitted to a conservation management system with different gypsum doses. Three random trenches were dug lengthwise along the plant row in a very clayey gibbsitic dystrophic Red Latosol, subjected to the following gypsum levels: G0: absence of gypsum; G7: 7 Mg ha-1 and G28: 28 Mg ha-1 of additional gypsum, applied to the surface of the plant row. Undisturbed soil samples were collected in plexiglass tubes at depths of 0.20-0.34, 0.80-0.94 and 1.50-1.64 m after six years of coffee cultivation for quantification of 3D pores obtained by X-ray CT scan. The spatial variability of the soil structure was evaluated by semivariograms generated by 3D images in grayscale. Distribution of the detectable pore diameter was conducted by data mining. Statistical analyzes employed packages ‘geoR’ to semivariogram and ‘randomForest’ for data mining in R language. A greater spatial continuity of the pores occurred in the G7 at the three depths. The combined effects of the management system promoted a greater spatial variability of the soil structure in the G28 treatment. Based on geostatistical analyses, it can be infer that the adoption of the system under study promoted changes in the pore network in all directions (X, Y and Z), however with better pores continuity in the vertical direction(Z)A estrutura do solo é alterada quando submetida ao processo agrícola, ou seja, uma nova organização espacial do sistema poroso é formada com reflexo na qualidade física do mesmo. Dessa forma, objetivou-se, neste trabalho, visualizar e quantificar, por meio da tomografia computada de raios-X, a variabilidade na distribuição do diâmetro de poros em Latossolo oxidíco submetido a um sistema de manejo conservacionista que utiliza diferentes doses de gesso. Foram abertas três trincheiras aleatórias e longitudinais à linha de plantio em um Latossolo Vermelho distrófico gibbsítico muito argiloso, submetido às seguintes doses de gesso: G0: ausência de gesso; G7: 7 Mg ha-1 e G28: 28 Mg ha-1 de gesso adicional, aplicados na superfície do solo na linha de plantio. Amostras com estrutura preservada foram coletadas em cilindros de acrílico, nas profundidades de 0,20-0,34, 0,80-0,94 e 1,50-1,64 m, após seis anos de cultivo dos cafeeiros ,para quantificação dos poros 3D, detectados pela tomografia computada de raios-X. A variabilidade espacial da estrutura do solo foi avaliada por meio de semivariogramas gerados a partir das imagens 3D na escala de cinza. A distribuição do diâmetro dos poros detectáveis foi feita por meio da mineração de dados. Paras as inferências estatísticas, foram utilizados os pacotes ‘geoR’ para os semivariogramas e ‘randomForest’ para a mineração de dados em linguagem R. A maior continuidade espacial dos poros ocorreu no tratamento G7 nas três profundidades. Os efeitos combinados do sistema de manejo promoveram a maior variabilidade espacial da estrutura do solo no tratamento G28.Com base nos semivariogramas, pode-se inferir que a adoção do sistema em estudo promoveu modificações na rede de poros em todas as direções (X, Y e Z), porém com melhor continuidade dos poros na direção vertical (Z).Universidade Federal de Lavras2019-11-29T17:33:27Z2019-11-29T17:33:27Z2014info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfCARDUCCI, C. E. et al. Spatial variability of pores in oxidic latosol under a conservation management system with different gypsium doses. Ciência e Agrotecnologia, Lavras, v. 38, n. 5, p. 445-460, set./out. 2014.http://repositorio.ufla.br/jspui/handle/1/37932Ciência e Agrotecnologiareponame:Repositório Institucional da UFLAinstname:Universidade Federal de Lavras (UFLA)instacron:UFLAAttribution 4.0 Internationalhttp://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessCarducci, Carla EloizeOliveira, Geraldo CésarCuri, NiltonRossoni, Diogo FranciscoCosta, Alisson LucrécioHeck, Richard Jonheng2019-11-29T17:33:56Zoai:localhost:1/37932Repositório InstitucionalPUBhttp://repositorio.ufla.br/oai/requestnivaldo@ufla.br || repositorio.biblioteca@ufla.bropendoar:2019-11-29T17:33:56Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA)false
dc.title.none.fl_str_mv Spatial variability of pores in oxidic latosol under a conservation management system with different gypsium doses
Variabilidade espacial de poros em Latossolo oxídico sob sistema de manejo conservacionista com diferentes doses de gesso
title Spatial variability of pores in oxidic latosol under a conservation management system with different gypsium doses
spellingShingle Spatial variability of pores in oxidic latosol under a conservation management system with different gypsium doses
Carducci, Carla Eloize
X-ray CT scan
Spatial pore continuity
Pores distribution
Coffee crop
Tomografia de raios-X
Continuidade espacial
Cafeicultura
title_short Spatial variability of pores in oxidic latosol under a conservation management system with different gypsium doses
title_full Spatial variability of pores in oxidic latosol under a conservation management system with different gypsium doses
title_fullStr Spatial variability of pores in oxidic latosol under a conservation management system with different gypsium doses
title_full_unstemmed Spatial variability of pores in oxidic latosol under a conservation management system with different gypsium doses
title_sort Spatial variability of pores in oxidic latosol under a conservation management system with different gypsium doses
author Carducci, Carla Eloize
author_facet Carducci, Carla Eloize
Oliveira, Geraldo César
Curi, Nilton
Rossoni, Diogo Francisco
Costa, Alisson Lucrécio
Heck, Richard Jonh
author_role author
author2 Oliveira, Geraldo César
Curi, Nilton
Rossoni, Diogo Francisco
Costa, Alisson Lucrécio
Heck, Richard Jonh
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv Carducci, Carla Eloize
Oliveira, Geraldo César
Curi, Nilton
Rossoni, Diogo Francisco
Costa, Alisson Lucrécio
Heck, Richard Jonh
dc.subject.por.fl_str_mv X-ray CT scan
Spatial pore continuity
Pores distribution
Coffee crop
Tomografia de raios-X
Continuidade espacial
Cafeicultura
topic X-ray CT scan
Spatial pore continuity
Pores distribution
Coffee crop
Tomografia de raios-X
Continuidade espacial
Cafeicultura
description Soil structure is modify when subjected to the agricultural process, i.e., a new spatial organization of the pores system is formed, with relation to the physical quality of it. Thus the aim of this work was to visualize and quantify, through X-ray CT scan, the pores distribution in an oxidic Latosol submitted to a conservation management system with different gypsum doses. Three random trenches were dug lengthwise along the plant row in a very clayey gibbsitic dystrophic Red Latosol, subjected to the following gypsum levels: G0: absence of gypsum; G7: 7 Mg ha-1 and G28: 28 Mg ha-1 of additional gypsum, applied to the surface of the plant row. Undisturbed soil samples were collected in plexiglass tubes at depths of 0.20-0.34, 0.80-0.94 and 1.50-1.64 m after six years of coffee cultivation for quantification of 3D pores obtained by X-ray CT scan. The spatial variability of the soil structure was evaluated by semivariograms generated by 3D images in grayscale. Distribution of the detectable pore diameter was conducted by data mining. Statistical analyzes employed packages ‘geoR’ to semivariogram and ‘randomForest’ for data mining in R language. A greater spatial continuity of the pores occurred in the G7 at the three depths. The combined effects of the management system promoted a greater spatial variability of the soil structure in the G28 treatment. Based on geostatistical analyses, it can be infer that the adoption of the system under study promoted changes in the pore network in all directions (X, Y and Z), however with better pores continuity in the vertical direction(Z)
publishDate 2014
dc.date.none.fl_str_mv 2014
2019-11-29T17:33:27Z
2019-11-29T17:33:27Z
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 CARDUCCI, C. E. et al. Spatial variability of pores in oxidic latosol under a conservation management system with different gypsium doses. Ciência e Agrotecnologia, Lavras, v. 38, n. 5, p. 445-460, set./out. 2014.
http://repositorio.ufla.br/jspui/handle/1/37932
identifier_str_mv CARDUCCI, C. E. et al. Spatial variability of pores in oxidic latosol under a conservation management system with different gypsium doses. Ciência e Agrotecnologia, Lavras, v. 38, n. 5, p. 445-460, set./out. 2014.
url http://repositorio.ufla.br/jspui/handle/1/37932
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 Universidade Federal de Lavras
publisher.none.fl_str_mv Universidade Federal de Lavras
dc.source.none.fl_str_mv Ciência e Agrotecnologia
reponame:Repositório Institucional da UFLA
instname:Universidade Federal de Lavras (UFLA)
instacron:UFLA
instname_str Universidade Federal de Lavras (UFLA)
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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)
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