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Microbial Diversity Indexes Can Explain Soil Carbon Dynamics as a Function of Carbon Source

Mathematical models do not explicitly represent the influence of soil microbial diversity on soil organic carbon (SOC) dynamics despite recent evidence of relationships between them. The objective of the present study was to statistically investigate relationships between bacterial and fungal divers...

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Autores principales: Louis, Benjamin P., Maron, Pierre-Alain, Menasseri-Aubry, Safya, Sarr, Amadou, Lévêque, Jean, Mathieu, Olivier, Jolivet, Claudy, Leterme, Philippe, Viaud, Valérie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4995005/
https://www.ncbi.nlm.nih.gov/pubmed/27551779
http://dx.doi.org/10.1371/journal.pone.0161251
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author Louis, Benjamin P.
Maron, Pierre-Alain
Menasseri-Aubry, Safya
Sarr, Amadou
Lévêque, Jean
Mathieu, Olivier
Jolivet, Claudy
Leterme, Philippe
Viaud, Valérie
author_facet Louis, Benjamin P.
Maron, Pierre-Alain
Menasseri-Aubry, Safya
Sarr, Amadou
Lévêque, Jean
Mathieu, Olivier
Jolivet, Claudy
Leterme, Philippe
Viaud, Valérie
author_sort Louis, Benjamin P.
collection PubMed
description Mathematical models do not explicitly represent the influence of soil microbial diversity on soil organic carbon (SOC) dynamics despite recent evidence of relationships between them. The objective of the present study was to statistically investigate relationships between bacterial and fungal diversity indexes (richness, evenness, Shannon index, inverse Simpson index) and decomposition of different pools of soil organic carbon by measuring dynamics of CO(2) emissions under controlled conditions. To this end, 20 soils from two different land uses (cropland and grassland) were incubated with or without incorporation of (13)C-labelled wheat-straw residue. (13)C-labelling allowed us to study residue mineralisation, basal respiration and the priming effect independently. An innovative data-mining approach was applied, based on generalized additive models and a predictive criterion. Results showed that microbial diversity indexes can be good covariates to integrate in SOC dynamics models, depending on the C source and the processes considered (native soil organic carbon vs. fresh wheat residue). Specifically, microbial diversity indexes were good candidates to help explain mineralisation of native soil organic carbon, while priming effect processes seemed to be explained much more by microbial composition, and no microbial diversity indexes were found associated with residue mineralisation. Investigation of relationships between diversity and mineralisation showed that higher diversity, as measured by the microbial diversity indexes, seemed to be related to decreased CO(2) emissions in the control soil. We suggest that this relationship can be explained by an increase in carbon yield assimilation as microbial diversity increases. Thus, the parameter for carbon yield assimilation in mathematical models could be calculated as a function of microbial diversity indexes. Nonetheless, given limitations of the methods used, these observations should be considered with caution and confirmed with more experimental studies. Overall, along with other studies on relationships between microbial community composition and SOM dynamics, this study suggests that overall measures of microbial diversity may constitute relevant ways to include microbial diversity in models of SOM dynamics.
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spelling pubmed-49950052016-09-12 Microbial Diversity Indexes Can Explain Soil Carbon Dynamics as a Function of Carbon Source Louis, Benjamin P. Maron, Pierre-Alain Menasseri-Aubry, Safya Sarr, Amadou Lévêque, Jean Mathieu, Olivier Jolivet, Claudy Leterme, Philippe Viaud, Valérie PLoS One Research Article Mathematical models do not explicitly represent the influence of soil microbial diversity on soil organic carbon (SOC) dynamics despite recent evidence of relationships between them. The objective of the present study was to statistically investigate relationships between bacterial and fungal diversity indexes (richness, evenness, Shannon index, inverse Simpson index) and decomposition of different pools of soil organic carbon by measuring dynamics of CO(2) emissions under controlled conditions. To this end, 20 soils from two different land uses (cropland and grassland) were incubated with or without incorporation of (13)C-labelled wheat-straw residue. (13)C-labelling allowed us to study residue mineralisation, basal respiration and the priming effect independently. An innovative data-mining approach was applied, based on generalized additive models and a predictive criterion. Results showed that microbial diversity indexes can be good covariates to integrate in SOC dynamics models, depending on the C source and the processes considered (native soil organic carbon vs. fresh wheat residue). Specifically, microbial diversity indexes were good candidates to help explain mineralisation of native soil organic carbon, while priming effect processes seemed to be explained much more by microbial composition, and no microbial diversity indexes were found associated with residue mineralisation. Investigation of relationships between diversity and mineralisation showed that higher diversity, as measured by the microbial diversity indexes, seemed to be related to decreased CO(2) emissions in the control soil. We suggest that this relationship can be explained by an increase in carbon yield assimilation as microbial diversity increases. Thus, the parameter for carbon yield assimilation in mathematical models could be calculated as a function of microbial diversity indexes. Nonetheless, given limitations of the methods used, these observations should be considered with caution and confirmed with more experimental studies. Overall, along with other studies on relationships between microbial community composition and SOM dynamics, this study suggests that overall measures of microbial diversity may constitute relevant ways to include microbial diversity in models of SOM dynamics. Public Library of Science 2016-08-23 /pmc/articles/PMC4995005/ /pubmed/27551779 http://dx.doi.org/10.1371/journal.pone.0161251 Text en © 2016 Louis et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Louis, Benjamin P.
Maron, Pierre-Alain
Menasseri-Aubry, Safya
Sarr, Amadou
Lévêque, Jean
Mathieu, Olivier
Jolivet, Claudy
Leterme, Philippe
Viaud, Valérie
Microbial Diversity Indexes Can Explain Soil Carbon Dynamics as a Function of Carbon Source
title Microbial Diversity Indexes Can Explain Soil Carbon Dynamics as a Function of Carbon Source
title_full Microbial Diversity Indexes Can Explain Soil Carbon Dynamics as a Function of Carbon Source
title_fullStr Microbial Diversity Indexes Can Explain Soil Carbon Dynamics as a Function of Carbon Source
title_full_unstemmed Microbial Diversity Indexes Can Explain Soil Carbon Dynamics as a Function of Carbon Source
title_short Microbial Diversity Indexes Can Explain Soil Carbon Dynamics as a Function of Carbon Source
title_sort microbial diversity indexes can explain soil carbon dynamics as a function of carbon source
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4995005/
https://www.ncbi.nlm.nih.gov/pubmed/27551779
http://dx.doi.org/10.1371/journal.pone.0161251
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