Multivariate analyses in soil microbial ecology: A new paradigm

Mycorrhizal symbiosis is a key component of a sustainable soil-plant system, governing the cycles of major plant nutrients and vegetation cover. The mycorrhizosphere includes plants roots, the mycorrhizal fungi, and a complex microbial compartment. A large number of methods have been used to characterize the genetic and functional diversity of these soil microbial communities.We present here a review of the multivariate data analysis methods that have been used in 16 research articles published in the 2005-2009 period. "Descriptive" multivariate data analysis methods have been priviledged over classical "predictive" methods and univariate statistical tests. Data sets, multivariate data analysis methods, graphical outputs and interpretation results are presented and explained in details on several examples coming from some of the 16 articles. These multivariate and graphical methods are available in the ade4 package for the R statistical software. The discussion underlines the importance of using appropriate statistical methods to obtain a good description.

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Bibliographic Details
Main Authors: Thioulouse, Jean, Prin, Yves, Duponnois, Robin
Format: article biblioteca
Language:eng
Subjects:P34 - Biologie du sol, P35 - Fertilité du sol, P33 - Chimie et physique du sol, symbiose, Mycorhizé, microbiologie, micro-organisme du sol, rhizosphère, écologie microbienne, biodiversité, relation plante sol, interactions biologiques, méthode statistique, couverture du sol, fertilisation, propriété physicochimique du sol, fertilité du sol, biologie du sol, http://aims.fao.org/aos/agrovoc/c_7563, http://aims.fao.org/aos/agrovoc/c_5023, http://aims.fao.org/aos/agrovoc/c_4800, http://aims.fao.org/aos/agrovoc/c_36167, http://aims.fao.org/aos/agrovoc/c_6569, http://aims.fao.org/aos/agrovoc/c_24111, http://aims.fao.org/aos/agrovoc/c_33949, http://aims.fao.org/aos/agrovoc/c_16146, http://aims.fao.org/aos/agrovoc/c_49896, http://aims.fao.org/aos/agrovoc/c_7377, http://aims.fao.org/aos/agrovoc/c_37897, http://aims.fao.org/aos/agrovoc/c_10795, http://aims.fao.org/aos/agrovoc/c_7182, http://aims.fao.org/aos/agrovoc/c_7170, http://aims.fao.org/aos/agrovoc/c_7160,
Online Access:http://agritrop.cirad.fr/567853/
http://agritrop.cirad.fr/567853/1/document_567853.pdf
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spelling dig-cirad-fr-5678532024-01-28T21:14:40Z http://agritrop.cirad.fr/567853/ http://agritrop.cirad.fr/567853/ Multivariate analyses in soil microbial ecology: A new paradigm. Thioulouse Jean, Prin Yves, Duponnois Robin. 2012. Environmental and Ecological Statistics, 19 (4) : 499-520.https://doi.org/10.1007/s10651-012-0198-z <https://doi.org/10.1007/s10651-012-0198-z> Multivariate analyses in soil microbial ecology: A new paradigm Thioulouse, Jean Prin, Yves Duponnois, Robin eng 2012 Environmental and Ecological Statistics P34 - Biologie du sol P35 - Fertilité du sol P33 - Chimie et physique du sol symbiose Mycorhizé microbiologie micro-organisme du sol rhizosphère écologie microbienne biodiversité relation plante sol interactions biologiques méthode statistique couverture du sol fertilisation propriété physicochimique du sol fertilité du sol biologie du sol http://aims.fao.org/aos/agrovoc/c_7563 http://aims.fao.org/aos/agrovoc/c_5023 http://aims.fao.org/aos/agrovoc/c_4800 http://aims.fao.org/aos/agrovoc/c_36167 http://aims.fao.org/aos/agrovoc/c_6569 http://aims.fao.org/aos/agrovoc/c_24111 http://aims.fao.org/aos/agrovoc/c_33949 http://aims.fao.org/aos/agrovoc/c_16146 http://aims.fao.org/aos/agrovoc/c_49896 http://aims.fao.org/aos/agrovoc/c_7377 http://aims.fao.org/aos/agrovoc/c_37897 http://aims.fao.org/aos/agrovoc/c_10795 http://aims.fao.org/aos/agrovoc/c_7182 http://aims.fao.org/aos/agrovoc/c_7170 http://aims.fao.org/aos/agrovoc/c_7160 Mycorrhizal symbiosis is a key component of a sustainable soil-plant system, governing the cycles of major plant nutrients and vegetation cover. The mycorrhizosphere includes plants roots, the mycorrhizal fungi, and a complex microbial compartment. A large number of methods have been used to characterize the genetic and functional diversity of these soil microbial communities.We present here a review of the multivariate data analysis methods that have been used in 16 research articles published in the 2005-2009 period. "Descriptive" multivariate data analysis methods have been priviledged over classical "predictive" methods and univariate statistical tests. Data sets, multivariate data analysis methods, graphical outputs and interpretation results are presented and explained in details on several examples coming from some of the 16 articles. These multivariate and graphical methods are available in the ade4 package for the R statistical software. The discussion underlines the importance of using appropriate statistical methods to obtain a good description. article info:eu-repo/semantics/article Journal Article info:eu-repo/semantics/publishedVersion http://agritrop.cirad.fr/567853/1/document_567853.pdf application/pdf Cirad license info:eu-repo/semantics/restrictedAccess https://agritrop.cirad.fr/mention_legale.html https://doi.org/10.1007/s10651-012-0198-z 10.1007/s10651-012-0198-z info:eu-repo/semantics/altIdentifier/doi/10.1007/s10651-012-0198-z info:eu-repo/semantics/altIdentifier/purl/https://doi.org/10.1007/s10651-012-0198-z
institution CIRAD FR
collection DSpace
country Francia
countrycode FR
component Bibliográfico
access En linea
databasecode dig-cirad-fr
tag biblioteca
region Europa del Oeste
libraryname Biblioteca del CIRAD Francia
language eng
topic P34 - Biologie du sol
P35 - Fertilité du sol
P33 - Chimie et physique du sol
symbiose
Mycorhizé
microbiologie
micro-organisme du sol
rhizosphère
écologie microbienne
biodiversité
relation plante sol
interactions biologiques
méthode statistique
couverture du sol
fertilisation
propriété physicochimique du sol
fertilité du sol
biologie du sol
http://aims.fao.org/aos/agrovoc/c_7563
http://aims.fao.org/aos/agrovoc/c_5023
http://aims.fao.org/aos/agrovoc/c_4800
http://aims.fao.org/aos/agrovoc/c_36167
http://aims.fao.org/aos/agrovoc/c_6569
http://aims.fao.org/aos/agrovoc/c_24111
http://aims.fao.org/aos/agrovoc/c_33949
http://aims.fao.org/aos/agrovoc/c_16146
http://aims.fao.org/aos/agrovoc/c_49896
http://aims.fao.org/aos/agrovoc/c_7377
http://aims.fao.org/aos/agrovoc/c_37897
http://aims.fao.org/aos/agrovoc/c_10795
http://aims.fao.org/aos/agrovoc/c_7182
http://aims.fao.org/aos/agrovoc/c_7170
http://aims.fao.org/aos/agrovoc/c_7160
P34 - Biologie du sol
P35 - Fertilité du sol
P33 - Chimie et physique du sol
symbiose
Mycorhizé
microbiologie
micro-organisme du sol
rhizosphère
écologie microbienne
biodiversité
relation plante sol
interactions biologiques
méthode statistique
couverture du sol
fertilisation
propriété physicochimique du sol
fertilité du sol
biologie du sol
http://aims.fao.org/aos/agrovoc/c_7563
http://aims.fao.org/aos/agrovoc/c_5023
http://aims.fao.org/aos/agrovoc/c_4800
http://aims.fao.org/aos/agrovoc/c_36167
http://aims.fao.org/aos/agrovoc/c_6569
http://aims.fao.org/aos/agrovoc/c_24111
http://aims.fao.org/aos/agrovoc/c_33949
http://aims.fao.org/aos/agrovoc/c_16146
http://aims.fao.org/aos/agrovoc/c_49896
http://aims.fao.org/aos/agrovoc/c_7377
http://aims.fao.org/aos/agrovoc/c_37897
http://aims.fao.org/aos/agrovoc/c_10795
http://aims.fao.org/aos/agrovoc/c_7182
http://aims.fao.org/aos/agrovoc/c_7170
http://aims.fao.org/aos/agrovoc/c_7160
spellingShingle P34 - Biologie du sol
P35 - Fertilité du sol
P33 - Chimie et physique du sol
symbiose
Mycorhizé
microbiologie
micro-organisme du sol
rhizosphère
écologie microbienne
biodiversité
relation plante sol
interactions biologiques
méthode statistique
couverture du sol
fertilisation
propriété physicochimique du sol
fertilité du sol
biologie du sol
http://aims.fao.org/aos/agrovoc/c_7563
http://aims.fao.org/aos/agrovoc/c_5023
http://aims.fao.org/aos/agrovoc/c_4800
http://aims.fao.org/aos/agrovoc/c_36167
http://aims.fao.org/aos/agrovoc/c_6569
http://aims.fao.org/aos/agrovoc/c_24111
http://aims.fao.org/aos/agrovoc/c_33949
http://aims.fao.org/aos/agrovoc/c_16146
http://aims.fao.org/aos/agrovoc/c_49896
http://aims.fao.org/aos/agrovoc/c_7377
http://aims.fao.org/aos/agrovoc/c_37897
http://aims.fao.org/aos/agrovoc/c_10795
http://aims.fao.org/aos/agrovoc/c_7182
http://aims.fao.org/aos/agrovoc/c_7170
http://aims.fao.org/aos/agrovoc/c_7160
P34 - Biologie du sol
P35 - Fertilité du sol
P33 - Chimie et physique du sol
symbiose
Mycorhizé
microbiologie
micro-organisme du sol
rhizosphère
écologie microbienne
biodiversité
relation plante sol
interactions biologiques
méthode statistique
couverture du sol
fertilisation
propriété physicochimique du sol
fertilité du sol
biologie du sol
http://aims.fao.org/aos/agrovoc/c_7563
http://aims.fao.org/aos/agrovoc/c_5023
http://aims.fao.org/aos/agrovoc/c_4800
http://aims.fao.org/aos/agrovoc/c_36167
http://aims.fao.org/aos/agrovoc/c_6569
http://aims.fao.org/aos/agrovoc/c_24111
http://aims.fao.org/aos/agrovoc/c_33949
http://aims.fao.org/aos/agrovoc/c_16146
http://aims.fao.org/aos/agrovoc/c_49896
http://aims.fao.org/aos/agrovoc/c_7377
http://aims.fao.org/aos/agrovoc/c_37897
http://aims.fao.org/aos/agrovoc/c_10795
http://aims.fao.org/aos/agrovoc/c_7182
http://aims.fao.org/aos/agrovoc/c_7170
http://aims.fao.org/aos/agrovoc/c_7160
Thioulouse, Jean
Prin, Yves
Duponnois, Robin
Multivariate analyses in soil microbial ecology: A new paradigm
description Mycorrhizal symbiosis is a key component of a sustainable soil-plant system, governing the cycles of major plant nutrients and vegetation cover. The mycorrhizosphere includes plants roots, the mycorrhizal fungi, and a complex microbial compartment. A large number of methods have been used to characterize the genetic and functional diversity of these soil microbial communities.We present here a review of the multivariate data analysis methods that have been used in 16 research articles published in the 2005-2009 period. "Descriptive" multivariate data analysis methods have been priviledged over classical "predictive" methods and univariate statistical tests. Data sets, multivariate data analysis methods, graphical outputs and interpretation results are presented and explained in details on several examples coming from some of the 16 articles. These multivariate and graphical methods are available in the ade4 package for the R statistical software. The discussion underlines the importance of using appropriate statistical methods to obtain a good description.
format article
topic_facet P34 - Biologie du sol
P35 - Fertilité du sol
P33 - Chimie et physique du sol
symbiose
Mycorhizé
microbiologie
micro-organisme du sol
rhizosphère
écologie microbienne
biodiversité
relation plante sol
interactions biologiques
méthode statistique
couverture du sol
fertilisation
propriété physicochimique du sol
fertilité du sol
biologie du sol
http://aims.fao.org/aos/agrovoc/c_7563
http://aims.fao.org/aos/agrovoc/c_5023
http://aims.fao.org/aos/agrovoc/c_4800
http://aims.fao.org/aos/agrovoc/c_36167
http://aims.fao.org/aos/agrovoc/c_6569
http://aims.fao.org/aos/agrovoc/c_24111
http://aims.fao.org/aos/agrovoc/c_33949
http://aims.fao.org/aos/agrovoc/c_16146
http://aims.fao.org/aos/agrovoc/c_49896
http://aims.fao.org/aos/agrovoc/c_7377
http://aims.fao.org/aos/agrovoc/c_37897
http://aims.fao.org/aos/agrovoc/c_10795
http://aims.fao.org/aos/agrovoc/c_7182
http://aims.fao.org/aos/agrovoc/c_7170
http://aims.fao.org/aos/agrovoc/c_7160
author Thioulouse, Jean
Prin, Yves
Duponnois, Robin
author_facet Thioulouse, Jean
Prin, Yves
Duponnois, Robin
author_sort Thioulouse, Jean
title Multivariate analyses in soil microbial ecology: A new paradigm
title_short Multivariate analyses in soil microbial ecology: A new paradigm
title_full Multivariate analyses in soil microbial ecology: A new paradigm
title_fullStr Multivariate analyses in soil microbial ecology: A new paradigm
title_full_unstemmed Multivariate analyses in soil microbial ecology: A new paradigm
title_sort multivariate analyses in soil microbial ecology: a new paradigm
url http://agritrop.cirad.fr/567853/
http://agritrop.cirad.fr/567853/1/document_567853.pdf
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AT prinyves multivariateanalysesinsoilmicrobialecologyanewparadigm
AT duponnoisrobin multivariateanalysesinsoilmicrobialecologyanewparadigm
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