MULTIFRACTAL ANALYSIS OF SOIL RESISTANCE TO PENETRATION IN DIFFERENT PEDOFORMS

Detalhes bibliográficos
Autor(a) principal: Leiva, Jairo Osvaldo Rodriguez
Data de Publicação: 2021
Outros Autores: Silva, Raimunda Alves, França e Silva, Ênio Farias de, Siqueira, Glecio Machado
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Revista Caatinga
Texto Completo: https://periodicos.ufersa.edu.br/caatinga/article/view/9053
Resumo: Soils are highly variable across landscapes, which can be assessed and characterized according to scale, as well as fractal and multifractal concepts of scale. Thus, the objective of this study was to analyze the multifractality of the penetration resistance (PR) of vertical profiles from different slope forms (concave and convex). The experimental plot incorporated 44.75 ha, and the PR was measured at 70 sampling points in the 0-0.6 m layer, distributed in concave (Type A: 38 sampling points) and convex pedoforms (Type B: 32 sampling points). Data analysis was performed using the PR value (every 0.01 m depth) for each of the sampling points (PRmean), and their respective maximum (PRmaximun) and minimum (PRminimum) values. Multifractal analysis was performed to assess the changes in the structure, heterogeneity, and uniformity of the vertical profiles according to the scale, characterizing the partition function, generalized dimension, and singularity spectrum. The multifractal parameters of the generalized dimension and singularity spectrum demonstrated greater homogeneity and uniformity in the vertical PR profiles of pedoform B (convex) compared to those of pedoform A (concave). The minimum PR values in pedoform A (PRminimum) showed the greatest scale heterogeneity, indicating that in terms of soil management, it is more relevant to monitor the minimum values than the maximum values. The fractal analysis allowed us to describe the heterogeneity of the data on scales not evaluated by conventional analysis methods, with high potential for use in precision agriculture and the delimitation of specific management zones.  
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spelling MULTIFRACTAL ANALYSIS OF SOIL RESISTANCE TO PENETRATION IN DIFFERENT PEDOFORMSANÁLISE MULTIFRACTAL DA RESISTÊNCIA DO SOLO À PENETRAÇÃO EM DIFERENTES PEDOFORMASHeterogeneidade de escala. Agricultura de precisão. Compactação do solo. Manejo do solo. Variabilidade espacial.Scale heterogeneity. Precision agriculture. Soil compaction. Soil management. Spatial variability.Soils are highly variable across landscapes, which can be assessed and characterized according to scale, as well as fractal and multifractal concepts of scale. Thus, the objective of this study was to analyze the multifractality of the penetration resistance (PR) of vertical profiles from different slope forms (concave and convex). The experimental plot incorporated 44.75 ha, and the PR was measured at 70 sampling points in the 0-0.6 m layer, distributed in concave (Type A: 38 sampling points) and convex pedoforms (Type B: 32 sampling points). Data analysis was performed using the PR value (every 0.01 m depth) for each of the sampling points (PRmean), and their respective maximum (PRmaximun) and minimum (PRminimum) values. Multifractal analysis was performed to assess the changes in the structure, heterogeneity, and uniformity of the vertical profiles according to the scale, characterizing the partition function, generalized dimension, and singularity spectrum. The multifractal parameters of the generalized dimension and singularity spectrum demonstrated greater homogeneity and uniformity in the vertical PR profiles of pedoform B (convex) compared to those of pedoform A (concave). The minimum PR values in pedoform A (PRminimum) showed the greatest scale heterogeneity, indicating that in terms of soil management, it is more relevant to monitor the minimum values than the maximum values. The fractal analysis allowed us to describe the heterogeneity of the data on scales not evaluated by conventional analysis methods, with high potential for use in precision agriculture and the delimitation of specific management zones.  Os solos possuem elevada variabilidade ao longo da paisagem, que pode ser avaliada e caracterizada por meio de conceitos de invariância de escala, fractais e multifractais. Assim, o objetivo deste trabalho foi analisar a multifractalidade da RP de perfis verticais em diferentes formas do relevo (côncavo e convexo). A parcela experimental possui 44,75 ha, e a resistência à penetração (RP) foi medida em 70 pontos de amostragem na camada de 0-0,6 m, distribuídos nas pedoformas côncava (Tipo A: 38 pontos de amostragem) e convexa (Tipo B: 32 pontos de amostragem). A análise dos dados foi realizada utilizando o valor de RP a cada 0,01 m para os pontos de amostragem (RPmedia), e seus respectivos valores máximos (RPmaxima) e mínimos (RPminimo). A análise multifractal foi realizada para se avaliar as mudanças na estrutura, heterogeneidade e uniformidade dos perfis verticais por meio da propriedade de escala, caracterizando a função de partição, a dimensão generalizada e o espectro de singularidade. Os parâmetros multifractais da dimensão generalizada e do espectro de singularidade demonstraram maior homogeneidade e uniformidade dos perfis verticais de RP na pedoforma Tipo B (convexa), quando comparado a pedoforma A (côncava). Os valores de RPmínimo na pedoforma A apresentaram a maior heterogeneidade de escala, indicando que em termos de manejo do solo, o monitoramento dos valores mínimos é mais relevante que os valores máximos. A análise fractal permitiu descrever a heterogeneidade dos dados em escalas não avaliadas pelos métodos análise convencionais, com elevado potencial para a prática da agricultura de precisão e delimitação de zonas de manejo específico.  Universidade Federal Rural do Semi-Árido2021-03-04info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://periodicos.ufersa.edu.br/caatinga/article/view/905310.1590/1983-21252021v34n119rcREVISTA CAATINGA; Vol. 34 No. 1 (2021); 189-198Revista Caatinga; v. 34 n. 1 (2021); 189-1981983-21250100-316Xreponame:Revista Caatingainstname:Universidade Federal Rural do Semi-Árido (UFERSA)instacron:UFERSAenghttps://periodicos.ufersa.edu.br/caatinga/article/view/9053/10571Copyright (c) 2021 Revista Caatingainfo:eu-repo/semantics/openAccessLeiva, Jairo Osvaldo Rodriguez Silva, Raimunda Alves França e Silva, Ênio Farias de Siqueira, Glecio Machado2023-07-19T12:33:58Zoai:ojs.periodicos.ufersa.edu.br:article/9053Revistahttps://periodicos.ufersa.edu.br/index.php/caatinga/indexPUBhttps://periodicos.ufersa.edu.br/index.php/caatinga/oaipatricio@ufersa.edu.br|| caatinga@ufersa.edu.br1983-21250100-316Xopendoar:2024-04-29T09:46:45.316376Revista Caatinga - Universidade Federal Rural do Semi-Árido (UFERSA)true
dc.title.none.fl_str_mv MULTIFRACTAL ANALYSIS OF SOIL RESISTANCE TO PENETRATION IN DIFFERENT PEDOFORMS
ANÁLISE MULTIFRACTAL DA RESISTÊNCIA DO SOLO À PENETRAÇÃO EM DIFERENTES PEDOFORMAS
title MULTIFRACTAL ANALYSIS OF SOIL RESISTANCE TO PENETRATION IN DIFFERENT PEDOFORMS
spellingShingle MULTIFRACTAL ANALYSIS OF SOIL RESISTANCE TO PENETRATION IN DIFFERENT PEDOFORMS
Leiva, Jairo Osvaldo Rodriguez
Heterogeneidade de escala. Agricultura de precisão. Compactação do solo. Manejo do solo. Variabilidade espacial.
Scale heterogeneity. Precision agriculture. Soil compaction. Soil management. Spatial variability.
title_short MULTIFRACTAL ANALYSIS OF SOIL RESISTANCE TO PENETRATION IN DIFFERENT PEDOFORMS
title_full MULTIFRACTAL ANALYSIS OF SOIL RESISTANCE TO PENETRATION IN DIFFERENT PEDOFORMS
title_fullStr MULTIFRACTAL ANALYSIS OF SOIL RESISTANCE TO PENETRATION IN DIFFERENT PEDOFORMS
title_full_unstemmed MULTIFRACTAL ANALYSIS OF SOIL RESISTANCE TO PENETRATION IN DIFFERENT PEDOFORMS
title_sort MULTIFRACTAL ANALYSIS OF SOIL RESISTANCE TO PENETRATION IN DIFFERENT PEDOFORMS
author Leiva, Jairo Osvaldo Rodriguez
author_facet Leiva, Jairo Osvaldo Rodriguez
Silva, Raimunda Alves
França e Silva, Ênio Farias de
Siqueira, Glecio Machado
author_role author
author2 Silva, Raimunda Alves
França e Silva, Ênio Farias de
Siqueira, Glecio Machado
author2_role author
author
author
dc.contributor.author.fl_str_mv Leiva, Jairo Osvaldo Rodriguez
Silva, Raimunda Alves
França e Silva, Ênio Farias de
Siqueira, Glecio Machado
dc.subject.por.fl_str_mv Heterogeneidade de escala. Agricultura de precisão. Compactação do solo. Manejo do solo. Variabilidade espacial.
Scale heterogeneity. Precision agriculture. Soil compaction. Soil management. Spatial variability.
topic Heterogeneidade de escala. Agricultura de precisão. Compactação do solo. Manejo do solo. Variabilidade espacial.
Scale heterogeneity. Precision agriculture. Soil compaction. Soil management. Spatial variability.
description Soils are highly variable across landscapes, which can be assessed and characterized according to scale, as well as fractal and multifractal concepts of scale. Thus, the objective of this study was to analyze the multifractality of the penetration resistance (PR) of vertical profiles from different slope forms (concave and convex). The experimental plot incorporated 44.75 ha, and the PR was measured at 70 sampling points in the 0-0.6 m layer, distributed in concave (Type A: 38 sampling points) and convex pedoforms (Type B: 32 sampling points). Data analysis was performed using the PR value (every 0.01 m depth) for each of the sampling points (PRmean), and their respective maximum (PRmaximun) and minimum (PRminimum) values. Multifractal analysis was performed to assess the changes in the structure, heterogeneity, and uniformity of the vertical profiles according to the scale, characterizing the partition function, generalized dimension, and singularity spectrum. The multifractal parameters of the generalized dimension and singularity spectrum demonstrated greater homogeneity and uniformity in the vertical PR profiles of pedoform B (convex) compared to those of pedoform A (concave). The minimum PR values in pedoform A (PRminimum) showed the greatest scale heterogeneity, indicating that in terms of soil management, it is more relevant to monitor the minimum values than the maximum values. The fractal analysis allowed us to describe the heterogeneity of the data on scales not evaluated by conventional analysis methods, with high potential for use in precision agriculture and the delimitation of specific management zones.  
publishDate 2021
dc.date.none.fl_str_mv 2021-03-04
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://periodicos.ufersa.edu.br/caatinga/article/view/9053
10.1590/1983-21252021v34n119rc
url https://periodicos.ufersa.edu.br/caatinga/article/view/9053
identifier_str_mv 10.1590/1983-21252021v34n119rc
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://periodicos.ufersa.edu.br/caatinga/article/view/9053/10571
dc.rights.driver.fl_str_mv Copyright (c) 2021 Revista Caatinga
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2021 Revista Caatinga
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal Rural do Semi-Árido
publisher.none.fl_str_mv Universidade Federal Rural do Semi-Árido
dc.source.none.fl_str_mv REVISTA CAATINGA; Vol. 34 No. 1 (2021); 189-198
Revista Caatinga; v. 34 n. 1 (2021); 189-198
1983-2125
0100-316X
reponame:Revista Caatinga
instname:Universidade Federal Rural do Semi-Árido (UFERSA)
instacron:UFERSA
instname_str Universidade Federal Rural do Semi-Árido (UFERSA)
instacron_str UFERSA
institution UFERSA
reponame_str Revista Caatinga
collection Revista Caatinga
repository.name.fl_str_mv Revista Caatinga - Universidade Federal Rural do Semi-Árido (UFERSA)
repository.mail.fl_str_mv patricio@ufersa.edu.br|| caatinga@ufersa.edu.br
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