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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Corporación Colombiana de Investigación Agropecuaria (Corpoica)
2017-09-01
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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 |
work_keys_str_mv |
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