Characterization of soil chemical properties of strawberry fields using principal component analysis

One of the largest strawberry-producing municipalities of Rio Grande do Sul (RS) is Turuçu, in the South of the State. The strawberry production system adopted by farmers is similar to that used in other regions in Brazil and in the world. The main difference is related to the soil management, which...

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Main Authors: Gláucia Oliveira Islabão, Marília Alves Brito Pinto, Lisiane Priscila Roldão Selau, Ledemar Carlos Vahl, Luís Carlos Timm
Format: Article
Language:English
Published: Sociedade Brasileira de Ciência do Solo 2013-02-01
Series:Revista Brasileira de Ciência do Solo
Subjects:
Online Access:http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0100-06832013000100017&lng=en&tlng=en
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spelling doaj-2ac7dd9b4b6b4cd08a8f6b1cae2304082021-01-02T01:14:50ZengSociedade Brasileira de Ciência do SoloRevista Brasileira de Ciência do Solo1806-96572013-02-0137116817610.1590/S0100-06832013000100017S0100-06832013000100017Characterization of soil chemical properties of strawberry fields using principal component analysisGláucia Oliveira Islabão0Marília Alves Brito Pinto1Lisiane Priscila Roldão Selau2Ledemar Carlos Vahl3Luís Carlos Timm4Universidade Federal de PelotasUniversidade Federal de PelotasUniversidade Federal do Rio Grande do SulUniversidade Federal de PelotasUniversidade Federal de PelotasOne of the largest strawberry-producing municipalities of Rio Grande do Sul (RS) is Turuçu, in the South of the State. The strawberry production system adopted by farmers is similar to that used in other regions in Brazil and in the world. The main difference is related to the soil management, which can change the soil chemical properties during the strawberry cycle. This study had the objective of assessing the spatial and temporal distribution of soil fertility parameters using principal component analysis (PCA). Soil sampling was based on topography, dividing the field in three thirds: upper, middle and lower. From each of these thirds, five soil samples were randomly collected in the 0-0.20 m layer, to form a composite sample for each third. Four samples were taken during the strawberry cycle and the following properties were determined: soil organic matter (OM), soil total nitrogen (N), available phosphorus (P) and potassium (K), exchangeable calcium (Ca) and magnesium (Mg), soil pH (pH), cation exchange capacity (CEC) at pH 7.0, soil base (V%) and soil aluminum saturation(m%). No spatial variation was observed for any of the studied soil fertility parameters in the strawberry fields and temporal variation was only detected for available K. Phosphorus and K contents were always high or very high from the beginning of the strawberry cycle, while pH values ranged from very low to very high. Principal component analysis allowed the clustering of all strawberry fields based on variables related to soil acidity and organic matter content.http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0100-06832013000100017&lng=en&tlng=enFragaria x ananassa Duchfertilidade do soloanálise multivariadavariabilidade temporal
collection DOAJ
language English
format Article
sources DOAJ
author Gláucia Oliveira Islabão
Marília Alves Brito Pinto
Lisiane Priscila Roldão Selau
Ledemar Carlos Vahl
Luís Carlos Timm
spellingShingle Gláucia Oliveira Islabão
Marília Alves Brito Pinto
Lisiane Priscila Roldão Selau
Ledemar Carlos Vahl
Luís Carlos Timm
Characterization of soil chemical properties of strawberry fields using principal component analysis
Revista Brasileira de Ciência do Solo
Fragaria x ananassa Duch
fertilidade do solo
análise multivariada
variabilidade temporal
author_facet Gláucia Oliveira Islabão
Marília Alves Brito Pinto
Lisiane Priscila Roldão Selau
Ledemar Carlos Vahl
Luís Carlos Timm
author_sort Gláucia Oliveira Islabão
title Characterization of soil chemical properties of strawberry fields using principal component analysis
title_short Characterization of soil chemical properties of strawberry fields using principal component analysis
title_full Characterization of soil chemical properties of strawberry fields using principal component analysis
title_fullStr Characterization of soil chemical properties of strawberry fields using principal component analysis
title_full_unstemmed Characterization of soil chemical properties of strawberry fields using principal component analysis
title_sort characterization of soil chemical properties of strawberry fields using principal component analysis
publisher Sociedade Brasileira de Ciência do Solo
series Revista Brasileira de Ciência do Solo
issn 1806-9657
publishDate 2013-02-01
description One of the largest strawberry-producing municipalities of Rio Grande do Sul (RS) is Turuçu, in the South of the State. The strawberry production system adopted by farmers is similar to that used in other regions in Brazil and in the world. The main difference is related to the soil management, which can change the soil chemical properties during the strawberry cycle. This study had the objective of assessing the spatial and temporal distribution of soil fertility parameters using principal component analysis (PCA). Soil sampling was based on topography, dividing the field in three thirds: upper, middle and lower. From each of these thirds, five soil samples were randomly collected in the 0-0.20 m layer, to form a composite sample for each third. Four samples were taken during the strawberry cycle and the following properties were determined: soil organic matter (OM), soil total nitrogen (N), available phosphorus (P) and potassium (K), exchangeable calcium (Ca) and magnesium (Mg), soil pH (pH), cation exchange capacity (CEC) at pH 7.0, soil base (V%) and soil aluminum saturation(m%). No spatial variation was observed for any of the studied soil fertility parameters in the strawberry fields and temporal variation was only detected for available K. Phosphorus and K contents were always high or very high from the beginning of the strawberry cycle, while pH values ranged from very low to very high. Principal component analysis allowed the clustering of all strawberry fields based on variables related to soil acidity and organic matter content.
topic Fragaria x ananassa Duch
fertilidade do solo
análise multivariada
variabilidade temporal
url http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0100-06832013000100017&lng=en&tlng=en
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