Relaciones entre componentes morfológicos de palmito y atributos físicos de un inceptisol: Una aproximación multivariada

Detalhes bibliográficos
Autor(a) principal: De Souza-Lima, Elizeu
Data de Publicação: 2017
Outros Autores: Henrique-Lovera, Lenon, Montanari, Rafael [UNESP], Panosso, Alan Rodrigo [UNESP], Aguilera-Esteban, Diego Alexander
Tipo de documento: Artigo
Idioma: spa
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.21930/rcta.vol18_num3_art:743
http://hdl.handle.net/11449/220988
Resumo: The study of the soiĺs agricultural potential from a multivariate approach can help to interpreter the interactions between its attributes and crop yield components. The aim of this study was to evaluate the relationships between the soiĺs physical attributes and morphological components of the heart palm in an Inceptisol Eutric in the city of Registro (São Paulo, Brazil) using multivariate analyses. The experiment was carried in the crop year 2013/2014 for a crop that was implanted in the year 2012, where yield components of heart palm and the soiĺs physical attributes were analyzed at a depth of -0.10 m, using a grid with 54 georeferenced points. Three multivariate methods were used: hierarchical clustering, non-hierarchical clustering (k-means) and principal components analysis (PCA). The k-means analysis showed larger heart palm stem diameter values in the group of points with higher mechanical resistance to penetration values, and lower gravimetric soil moisture values. The PCA showed that the first two principal components (CP1 and CP2) explained 68.29 % of the variations of the original data set, where soil density and total porosity showed the largest discriminatory power in CP1, and only stem diameter showed significant discriminatory power in PC2. Multivariate statistics was efficient in the discrimination of the physical variables of the soil studied that have a greater relationship with the morphological components of the heart palm plant.
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spelling Relaciones entre componentes morfológicos de palmito y atributos físicos de un inceptisol: Una aproximación multivariadaRelations between morphological components of heart palm and physical attributes of an Inceptisol: A multivariate approachBactris gasipaesComponent analysisPlant anatomySoil densityThe study of the soiĺs agricultural potential from a multivariate approach can help to interpreter the interactions between its attributes and crop yield components. The aim of this study was to evaluate the relationships between the soiĺs physical attributes and morphological components of the heart palm in an Inceptisol Eutric in the city of Registro (São Paulo, Brazil) using multivariate analyses. The experiment was carried in the crop year 2013/2014 for a crop that was implanted in the year 2012, where yield components of heart palm and the soiĺs physical attributes were analyzed at a depth of -0.10 m, using a grid with 54 georeferenced points. Three multivariate methods were used: hierarchical clustering, non-hierarchical clustering (k-means) and principal components analysis (PCA). The k-means analysis showed larger heart palm stem diameter values in the group of points with higher mechanical resistance to penetration values, and lower gravimetric soil moisture values. The PCA showed that the first two principal components (CP1 and CP2) explained 68.29 % of the variations of the original data set, where soil density and total porosity showed the largest discriminatory power in CP1, and only stem diameter showed significant discriminatory power in PC2. Multivariate statistics was efficient in the discrimination of the physical variables of the soil studied that have a greater relationship with the morphological components of the heart palm plant.Ingeniería Agrícola Universidade Estadual de Campinas Faculdade de Engenharia AgrícolaUniversidade Estadual Paulista Faculdade de Engenharia Departamento de Fitossanidade Engenharia Rural e SolosUniversidade Estadual Paulista Faculdade de Engenharia Departamento de MatemáticaCorporación Colombiana de Investigación Agropecuaria (Corpoica) Centro de Investigación TibaitatáUniversidade Estadual Paulista Faculdade de Engenharia Departamento de Fitossanidade Engenharia Rural e SolosUniversidade Estadual Paulista Faculdade de Engenharia Departamento de MatemáticaUniversidade Estadual de Campinas (UNICAMP)Universidade Estadual Paulista (UNESP)Centro de Investigación TibaitatáDe Souza-Lima, ElizeuHenrique-Lovera, LenonMontanari, Rafael [UNESP]Panosso, Alan Rodrigo [UNESP]Aguilera-Esteban, Diego Alexander2022-04-28T19:07:12Z2022-04-28T19:07:12Z2017-09-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article543-554http://dx.doi.org/10.21930/rcta.vol18_num3_art:743Corpoica Ciencia y Tecnologia Agropecuaria, v. 18, n. 3, p. 543-554, 2017.2500-53080122-8706http://hdl.handle.net/11449/22098810.21930/rcta.vol18_num3_art:7432-s2.0-85038827356Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPspaCorpoica Ciencia y Tecnologia Agropecuariainfo:eu-repo/semantics/openAccess2022-04-28T19:07:12Zoai:repositorio.unesp.br:11449/220988Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462022-04-28T19:07:12Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Relaciones entre componentes morfológicos de palmito y atributos físicos de un inceptisol: Una aproximación multivariada
Relations between morphological components of heart palm and physical attributes of an Inceptisol: A multivariate approach
title Relaciones entre componentes morfológicos de palmito y atributos físicos de un inceptisol: Una aproximación multivariada
spellingShingle Relaciones entre componentes morfológicos de palmito y atributos físicos de un inceptisol: Una aproximación multivariada
De Souza-Lima, Elizeu
Bactris gasipaes
Component analysis
Plant anatomy
Soil density
title_short Relaciones entre componentes morfológicos de palmito y atributos físicos de un inceptisol: Una aproximación multivariada
title_full Relaciones entre componentes morfológicos de palmito y atributos físicos de un inceptisol: Una aproximación multivariada
title_fullStr Relaciones entre componentes morfológicos de palmito y atributos físicos de un inceptisol: Una aproximación multivariada
title_full_unstemmed Relaciones entre componentes morfológicos de palmito y atributos físicos de un inceptisol: Una aproximación multivariada
title_sort Relaciones entre componentes morfológicos de palmito y atributos físicos de un inceptisol: Una aproximación multivariada
author De Souza-Lima, Elizeu
author_facet De Souza-Lima, Elizeu
Henrique-Lovera, Lenon
Montanari, Rafael [UNESP]
Panosso, Alan Rodrigo [UNESP]
Aguilera-Esteban, Diego Alexander
author_role author
author2 Henrique-Lovera, Lenon
Montanari, Rafael [UNESP]
Panosso, Alan Rodrigo [UNESP]
Aguilera-Esteban, Diego Alexander
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual de Campinas (UNICAMP)
Universidade Estadual Paulista (UNESP)
Centro de Investigación Tibaitatá
dc.contributor.author.fl_str_mv De Souza-Lima, Elizeu
Henrique-Lovera, Lenon
Montanari, Rafael [UNESP]
Panosso, Alan Rodrigo [UNESP]
Aguilera-Esteban, Diego Alexander
dc.subject.por.fl_str_mv Bactris gasipaes
Component analysis
Plant anatomy
Soil density
topic Bactris gasipaes
Component analysis
Plant anatomy
Soil density
description The study of the soiĺs agricultural potential from a multivariate approach can help to interpreter the interactions between its attributes and crop yield components. The aim of this study was to evaluate the relationships between the soiĺs physical attributes and morphological components of the heart palm in an Inceptisol Eutric in the city of Registro (São Paulo, Brazil) using multivariate analyses. The experiment was carried in the crop year 2013/2014 for a crop that was implanted in the year 2012, where yield components of heart palm and the soiĺs physical attributes were analyzed at a depth of -0.10 m, using a grid with 54 georeferenced points. Three multivariate methods were used: hierarchical clustering, non-hierarchical clustering (k-means) and principal components analysis (PCA). The k-means analysis showed larger heart palm stem diameter values in the group of points with higher mechanical resistance to penetration values, and lower gravimetric soil moisture values. The PCA showed that the first two principal components (CP1 and CP2) explained 68.29 % of the variations of the original data set, where soil density and total porosity showed the largest discriminatory power in CP1, and only stem diameter showed significant discriminatory power in PC2. Multivariate statistics was efficient in the discrimination of the physical variables of the soil studied that have a greater relationship with the morphological components of the heart palm plant.
publishDate 2017
dc.date.none.fl_str_mv 2017-09-01
2022-04-28T19:07:12Z
2022-04-28T19:07:12Z
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 http://dx.doi.org/10.21930/rcta.vol18_num3_art:743
Corpoica Ciencia y Tecnologia Agropecuaria, v. 18, n. 3, p. 543-554, 2017.
2500-5308
0122-8706
http://hdl.handle.net/11449/220988
10.21930/rcta.vol18_num3_art:743
2-s2.0-85038827356
url http://dx.doi.org/10.21930/rcta.vol18_num3_art:743
http://hdl.handle.net/11449/220988
identifier_str_mv Corpoica Ciencia y Tecnologia Agropecuaria, v. 18, n. 3, p. 543-554, 2017.
2500-5308
0122-8706
10.21930/rcta.vol18_num3_art:743
2-s2.0-85038827356
dc.language.iso.fl_str_mv spa
language spa
dc.relation.none.fl_str_mv Corpoica Ciencia y Tecnologia Agropecuaria
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 543-554
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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