Susceptibilidade magnética para o agrupamento e análise da variabilidade espacial em solos tropicais
Autor(a) principal: | |
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Data de Publicação: | 2013 |
Tipo de documento: | Dissertação |
Idioma: | por |
Título da fonte: | Repositório Institucional da Universidade Estadual de Maringá (RI-UEM) |
Texto Completo: | http://repositorio.uem.br:8080/jspui/handle/1/1311 |
Resumo: | Due to its potential in attributes prediction, the magnetic susceptibility is currently considered an effective for survey and quantificate soil properties, and can also be effective to distinguish soils in the landscape. This study aimed to (i) determine the mass magnetic susceptibility (XBF) of different classes of soils from Guarapuava/PR and group them according to their common characteristics through principal component analysis (PCA), and (ii) conduct a spatial variability survey of the volumetric magnetic susceptibility (K) values in tropical soils using the MSZD probe. For this issue, were collected 33 soil samples (ADFE) belonging to different geochemical landscapes (Serra Geral and Rio do Rasto Formation) in the region of Guarapuava/PR (POLISELI, 2007) and determined the XLF and frequency-dependent susceptibility (XFD), the chemical, physical and mineralogical soil attributes. Based on the results, two PCA were generated, one with the chemical and physical variables and other with the mineralogical data. In the city of Maringa/PR were determined the K values and the heavy metal contents through sulfuric digestion. The variability map was obtained by geostatistics analysis, using semivariograms and ordinary kriging. The obtained values in Guarapuava/PR samples revealed a high correlation between XLF before and after-CBD treatment (r = 0.97, p < 0.0l) and between pedogenical and total Fe contents (r = 0.43 and 0.65, respectively). The average values of Serra Geral Formation XLF were larger (691 X l0'8m3l<g'l) than those on Rio do Rasto Formation (44 x l0'8m3l<g'1), demonstrating the influence of parent material in the presence of ferrimagnetic minerals. The PCA with mineralogical variables explains better the total variation of the sample set (84.55 %), being the Xu: the variable that most contributed to distinct the formed groups, allowing to differentiate Gleysols and samples belonging to Rio do Rasto Formation. The K values of Maringa/PR showed a strong spatial dependence, due to its relationship with the parent material, ranging from 3 l6 x l0'5 Sl in the region of Arenito Caiua to 6,945 x l0'5 SI in the basaltic material region. The values determined by MSZD probe correlates (r = 0.93, p < 0.01) with those obtained by MSZB sensor, showing the inexistence of anthropogenic pollution on soil surface. Regarding heavy metals, higher correlations (p < 0.0l) were obtained between K and the elements Al, Cu, Fe and Mn. The relationship between Fel and Fed contents (r = 0.90) are due to the high weathering degree of soils. Due to the equipment Magnetic susceptibility for grouping and spatial variability analisys in tropical soils high sensitivity to quantificate the magnetic susceptibility, it is recommended use this variable to group soils in different geochemical landscapes and identify different lithologies along the landscape, according to their magnetic properties. |
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Susceptibilidade magnética para o agrupamento e análise da variabilidade espacial em solos tropicaisSolosÓxidos de ferroBartington MS2DVariabilidade espacialParanáBrasil.SoilsIron oxideBartington MS2DSpatial variabilityParanáBrazil.Ciências AgráriasAgronomiaDue to its potential in attributes prediction, the magnetic susceptibility is currently considered an effective for survey and quantificate soil properties, and can also be effective to distinguish soils in the landscape. This study aimed to (i) determine the mass magnetic susceptibility (XBF) of different classes of soils from Guarapuava/PR and group them according to their common characteristics through principal component analysis (PCA), and (ii) conduct a spatial variability survey of the volumetric magnetic susceptibility (K) values in tropical soils using the MSZD probe. For this issue, were collected 33 soil samples (ADFE) belonging to different geochemical landscapes (Serra Geral and Rio do Rasto Formation) in the region of Guarapuava/PR (POLISELI, 2007) and determined the XLF and frequency-dependent susceptibility (XFD), the chemical, physical and mineralogical soil attributes. Based on the results, two PCA were generated, one with the chemical and physical variables and other with the mineralogical data. In the city of Maringa/PR were determined the K values and the heavy metal contents through sulfuric digestion. The variability map was obtained by geostatistics analysis, using semivariograms and ordinary kriging. The obtained values in Guarapuava/PR samples revealed a high correlation between XLF before and after-CBD treatment (r = 0.97, p < 0.0l) and between pedogenical and total Fe contents (r = 0.43 and 0.65, respectively). The average values of Serra Geral Formation XLF were larger (691 X l0'8m3l<g'l) than those on Rio do Rasto Formation (44 x l0'8m3l<g'1), demonstrating the influence of parent material in the presence of ferrimagnetic minerals. The PCA with mineralogical variables explains better the total variation of the sample set (84.55 %), being the Xu: the variable that most contributed to distinct the formed groups, allowing to differentiate Gleysols and samples belonging to Rio do Rasto Formation. The K values of Maringa/PR showed a strong spatial dependence, due to its relationship with the parent material, ranging from 3 l6 x l0'5 Sl in the region of Arenito Caiua to 6,945 x l0'5 SI in the basaltic material region. The values determined by MSZD probe correlates (r = 0.93, p < 0.01) with those obtained by MSZB sensor, showing the inexistence of anthropogenic pollution on soil surface. Regarding heavy metals, higher correlations (p < 0.0l) were obtained between K and the elements Al, Cu, Fe and Mn. The relationship between Fel and Fed contents (r = 0.90) are due to the high weathering degree of soils. Due to the equipment Magnetic susceptibility for grouping and spatial variability analisys in tropical soils high sensitivity to quantificate the magnetic susceptibility, it is recommended use this variable to group soils in different geochemical landscapes and identify different lithologies along the landscape, according to their magnetic properties.Devido a seu potencial de predição de atributos, a susceptibilidade magnética é considerada atualmente uma técnica eficaz para levantamento e quantificação indireta das propriedades dos solos, podendo ainda ser eficaz para a distinção de solos na paisagem. O objetivo deste trabalho foi (i) determinar a susceptibilidade magnética por unidade de massa (XBF) de diferentes classes de solos da região de Guarapuava/PR e agrupá-las por meio de analise de componentes principais (ACP); e (ii) realizar um levantamento da Variabilidade espacial da susceptibilidade magnética Volumétrica (K) em solos tropicais utilizando a sonda MSZD. Foram coletadas 33 amostras (TFSA) pertencentes as diferentes paisagens geoquímicas (Formação Serra Geral e Rio do Rasto) da região de Guarapuava/PR (POLISELI, 2007) e determinadas a XBF e sua freqüência dependente (XFD), além dos atributos químicos, físicos e mineralógicos dos solos. Com base nos resultados geraram-se duas ACP, uma com as Variáveis químicas e físicas e outra com os dados mineralógicos. Na cidade de Maringá/PR, foram determinados os Valores de K e os teores de metais pesados por meio de extração sulfúrica. O mapeamento dos resultados foi obtido a partir de analise geoestátistica, por meio de semivariogramas ajustados e krigagem ordinária. Os Valores obtidos nas amostras de Guarapuava/PR revelaram uma alta correlação entre a XBF pré e pós-DCB (r I 0,97, p < 0,0l) e entre os teores de Fe pedogenético e total (r I 0,43 e r I 0,65, respectivamente). As medias dos Valores de XBF dos solos da Formação Serra Geral foram maiores (691 X l0'8 m3 kg") que os encontrados em solos formados sobre a Formação Rio do Rasto (44 X l0'8 m3 kg"), demonstrando a influência do material de origem na presença de minerais ferrimagnéticos. A ACP dos atributos mineralógicos é a que melhor explica a Variação total do conjunto amostral (84,55 %), Sendo a XBF a Variável que mais contribui para a distinção dos grupos formados, permitindo diferenciar a classes dos Gleissolos e as amostras pertencentes a Formação Rio do Rasto. Os Valores de K nos solos de Maringá/PR apresentaram forte dependência espacial devido a sua relação com o material de origem, Variando entre 316 x lO'5 SI na região do Arenito Caiuá ate 6.945 x lO'5 SI na região derivada de material basáltico. Os Valores determinados pela sonda MSZD se correlacionam (r I 0,93, p < 0,0l) com os obtidos pelo sensor MSZB, mostrando que não ha poluição antropogênica em superfície. Em relação aos metais pesados, maiores correlações (p < 0,0l) foram obtidas entre K e os elementos Al, Cu, Fe e Mn. A relação entre os teores de Fet e Fed (r I 0,90, p < 0,0l) se deve ao elevado grau de intemperismo dos solos da região. Devido a alta sensibilidade do equipamento para a determinação da susceptibilidade magnética, recomenda-se a utilização desta variável para agrupar solos pertencentes as diferentes paisagens geoquímicas e para a identificação de diferentes litológicas ao longo da paisagem, Segundo Suas propriedades magnéticas.xvi, 103 fUniversidade Estadual de MaringáBrasilDepartamento de AgronomiaPrograma de Pós-Graduação em AgronomiaUEMMaringá, PRCentro de Ciências AgráriasAntonio Carlos Saraiva da CostaAntonio Carlos Andrade Gonçalves - UEMMarcos Rafael Nanni - UEMPaulo César Poliseli - UFSCCervi, Eduardo Cimino2018-04-04T20:13:07Z2018-04-04T20:13:07Z2013info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesishttp://repositorio.uem.br:8080/jspui/handle/1/1311porinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da Universidade Estadual de Maringá (RI-UEM)instname:Universidade Estadual de Maringá (UEM)instacron:UEM2018-10-11T19:30:59Zoai:localhost:1/1311Repositório InstitucionalPUBhttp://repositorio.uem.br:8080/oai/requestopendoar:2024-04-23T14:54:14.395471Repositório Institucional da Universidade Estadual de Maringá (RI-UEM) - Universidade Estadual de Maringá (UEM)false |
dc.title.none.fl_str_mv |
Susceptibilidade magnética para o agrupamento e análise da variabilidade espacial em solos tropicais |
title |
Susceptibilidade magnética para o agrupamento e análise da variabilidade espacial em solos tropicais |
spellingShingle |
Susceptibilidade magnética para o agrupamento e análise da variabilidade espacial em solos tropicais Cervi, Eduardo Cimino Solos Óxidos de ferro Bartington MS2D Variabilidade espacial Paraná Brasil. Soils Iron oxide Bartington MS2D Spatial variability Paraná Brazil. Ciências Agrárias Agronomia |
title_short |
Susceptibilidade magnética para o agrupamento e análise da variabilidade espacial em solos tropicais |
title_full |
Susceptibilidade magnética para o agrupamento e análise da variabilidade espacial em solos tropicais |
title_fullStr |
Susceptibilidade magnética para o agrupamento e análise da variabilidade espacial em solos tropicais |
title_full_unstemmed |
Susceptibilidade magnética para o agrupamento e análise da variabilidade espacial em solos tropicais |
title_sort |
Susceptibilidade magnética para o agrupamento e análise da variabilidade espacial em solos tropicais |
author |
Cervi, Eduardo Cimino |
author_facet |
Cervi, Eduardo Cimino |
author_role |
author |
dc.contributor.none.fl_str_mv |
Antonio Carlos Saraiva da Costa Antonio Carlos Andrade Gonçalves - UEM Marcos Rafael Nanni - UEM Paulo César Poliseli - UFSC |
dc.contributor.author.fl_str_mv |
Cervi, Eduardo Cimino |
dc.subject.por.fl_str_mv |
Solos Óxidos de ferro Bartington MS2D Variabilidade espacial Paraná Brasil. Soils Iron oxide Bartington MS2D Spatial variability Paraná Brazil. Ciências Agrárias Agronomia |
topic |
Solos Óxidos de ferro Bartington MS2D Variabilidade espacial Paraná Brasil. Soils Iron oxide Bartington MS2D Spatial variability Paraná Brazil. Ciências Agrárias Agronomia |
description |
Due to its potential in attributes prediction, the magnetic susceptibility is currently considered an effective for survey and quantificate soil properties, and can also be effective to distinguish soils in the landscape. This study aimed to (i) determine the mass magnetic susceptibility (XBF) of different classes of soils from Guarapuava/PR and group them according to their common characteristics through principal component analysis (PCA), and (ii) conduct a spatial variability survey of the volumetric magnetic susceptibility (K) values in tropical soils using the MSZD probe. For this issue, were collected 33 soil samples (ADFE) belonging to different geochemical landscapes (Serra Geral and Rio do Rasto Formation) in the region of Guarapuava/PR (POLISELI, 2007) and determined the XLF and frequency-dependent susceptibility (XFD), the chemical, physical and mineralogical soil attributes. Based on the results, two PCA were generated, one with the chemical and physical variables and other with the mineralogical data. In the city of Maringa/PR were determined the K values and the heavy metal contents through sulfuric digestion. The variability map was obtained by geostatistics analysis, using semivariograms and ordinary kriging. The obtained values in Guarapuava/PR samples revealed a high correlation between XLF before and after-CBD treatment (r = 0.97, p < 0.0l) and between pedogenical and total Fe contents (r = 0.43 and 0.65, respectively). The average values of Serra Geral Formation XLF were larger (691 X l0'8m3l<g'l) than those on Rio do Rasto Formation (44 x l0'8m3l<g'1), demonstrating the influence of parent material in the presence of ferrimagnetic minerals. The PCA with mineralogical variables explains better the total variation of the sample set (84.55 %), being the Xu: the variable that most contributed to distinct the formed groups, allowing to differentiate Gleysols and samples belonging to Rio do Rasto Formation. The K values of Maringa/PR showed a strong spatial dependence, due to its relationship with the parent material, ranging from 3 l6 x l0'5 Sl in the region of Arenito Caiua to 6,945 x l0'5 SI in the basaltic material region. The values determined by MSZD probe correlates (r = 0.93, p < 0.01) with those obtained by MSZB sensor, showing the inexistence of anthropogenic pollution on soil surface. Regarding heavy metals, higher correlations (p < 0.0l) were obtained between K and the elements Al, Cu, Fe and Mn. The relationship between Fel and Fed contents (r = 0.90) are due to the high weathering degree of soils. Due to the equipment Magnetic susceptibility for grouping and spatial variability analisys in tropical soils high sensitivity to quantificate the magnetic susceptibility, it is recommended use this variable to group soils in different geochemical landscapes and identify different lithologies along the landscape, according to their magnetic properties. |
publishDate |
2013 |
dc.date.none.fl_str_mv |
2013 2018-04-04T20:13:07Z 2018-04-04T20:13:07Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/masterThesis |
format |
masterThesis |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://repositorio.uem.br:8080/jspui/handle/1/1311 |
url |
http://repositorio.uem.br:8080/jspui/handle/1/1311 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.publisher.none.fl_str_mv |
Universidade Estadual de Maringá Brasil Departamento de Agronomia Programa de Pós-Graduação em Agronomia UEM Maringá, PR Centro de Ciências Agrárias |
publisher.none.fl_str_mv |
Universidade Estadual de Maringá Brasil Departamento de Agronomia Programa de Pós-Graduação em Agronomia UEM Maringá, PR Centro de Ciências Agrárias |
dc.source.none.fl_str_mv |
reponame:Repositório Institucional da Universidade Estadual de Maringá (RI-UEM) instname:Universidade Estadual de Maringá (UEM) instacron:UEM |
instname_str |
Universidade Estadual de Maringá (UEM) |
instacron_str |
UEM |
institution |
UEM |
reponame_str |
Repositório Institucional da Universidade Estadual de Maringá (RI-UEM) |
collection |
Repositório Institucional da Universidade Estadual de Maringá (RI-UEM) |
repository.name.fl_str_mv |
Repositório Institucional da Universidade Estadual de Maringá (RI-UEM) - Universidade Estadual de Maringá (UEM) |
repository.mail.fl_str_mv |
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1813258638993653760 |