Relations between morphological components of heart palm and physical attributes of an Inceptisol: a multivariate approach

The study of the soil ́s 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 soil ́s physical attributes and morphological c...

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Main Authors: Elizeu de Souza-Lima, Lenon Henrique-Lovera, Rafael Montanari, Alan Rodrigo Panosso, Diego Alexander Aguilera-Esteban
Format: Article
Language:Spanish
Published: Corporación Colombiana de Investigación Agropecuaria (Corpoica) 2017-09-01
Series:Ciencia y Tecnología Agropecuaria
Subjects:
Online Access:http://revista.corpoica.org.co/index.php/revista/article/view/743/483
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spelling doaj-91fbdf31c457428e83fdcf5e68e6efb92020-11-25T02:49:18ZspaCorporación Colombiana de Investigación Agropecuaria (Corpoica)Ciencia y Tecnología Agropecuaria0122-87062017-09-0118354355410.21930/rcta.vol18_num3_art:743 Relations between morphological components of heart palm and physical attributes of an Inceptisol: a multivariate approachElizeu de Souza-Lima0 Lenon Henrique-Lovera,1Rafael Montanari,2Alan Rodrigo Panosso3Diego Alexander Aguilera-Esteban4Universidade Estadual de Campinas,Universidade Estadual de Campinas,Universidad Estadual PaulistaUniversidad Estadual PaulistaCorpoicaThe study of the soil ́s 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 soil ́s 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 soil ́s 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 PCAshowed 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.http://revista.corpoica.org.co/index.php/revista/article/view/743/483Bactris gasipaesComponent analysisPlant anatomySoil density
collection DOAJ
language Spanish
format Article
sources DOAJ
author Elizeu de Souza-Lima
Lenon Henrique-Lovera,
Rafael Montanari,
Alan Rodrigo Panosso
Diego Alexander Aguilera-Esteban
spellingShingle Elizeu de Souza-Lima
Lenon Henrique-Lovera,
Rafael Montanari,
Alan Rodrigo Panosso
Diego Alexander Aguilera-Esteban
Relations between morphological components of heart palm and physical attributes of an Inceptisol: a multivariate approach
Ciencia y Tecnología Agropecuaria
Bactris gasipaes
Component analysis
Plant anatomy
Soil density
author_facet Elizeu de Souza-Lima
Lenon Henrique-Lovera,
Rafael Montanari,
Alan Rodrigo Panosso
Diego Alexander Aguilera-Esteban
author_sort Elizeu de Souza-Lima
title Relations between morphological components of heart palm and physical attributes of an Inceptisol: a multivariate approach
title_short Relations between morphological components of heart palm and physical attributes of an Inceptisol: a multivariate approach
title_full Relations between morphological components of heart palm and physical attributes of an Inceptisol: a multivariate approach
title_fullStr Relations between morphological components of heart palm and physical attributes of an Inceptisol: a multivariate approach
title_full_unstemmed Relations between morphological components of heart palm and physical attributes of an Inceptisol: a multivariate approach
title_sort relations between morphological components of heart palm and physical attributes of an inceptisol: a multivariate approach
publisher Corporación Colombiana de Investigación Agropecuaria (Corpoica)
series Ciencia y Tecnología Agropecuaria
issn 0122-8706
publishDate 2017-09-01
description The study of the soil ́s 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 soil ́s 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 soil ́s 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 PCAshowed 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.
topic Bactris gasipaes
Component analysis
Plant anatomy
Soil density
url http://revista.corpoica.org.co/index.php/revista/article/view/743/483
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