Linking microbial co‐occurrences to soil ecological processes across a woodland‐grassland ecotone

Abstract Ecotones between distinct ecosystems have been the focus of many studies as they offer valuable insights into key drivers of community structure and ecological processes that underpin function. While previous studies have examined a wide range of above‐ground parameters in ecotones, soil mi...

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Main Authors: Samiran Banerjee, Peter H. Thrall, Andrew Bissett, Marcel G. A. van derHeijden, Alan E. Richardson
Format: Article
Language:English
Published: Wiley 2018-08-01
Series:Ecology and Evolution
Subjects:
Online Access:https://doi.org/10.1002/ece3.4346
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spelling doaj-58a13dc05ce34c1c9dd80d7871485d4a2021-03-02T04:29:20ZengWileyEcology and Evolution2045-77582018-08-018168217823010.1002/ece3.4346Linking microbial co‐occurrences to soil ecological processes across a woodland‐grassland ecotoneSamiran Banerjee0Peter H. Thrall1Andrew Bissett2Marcel G. A. van derHeijden3Alan E. Richardson4CSIRO Agriculture and Food Canberra ACT AustraliaCSIRO Agriculture and Food Canberra ACT AustraliaCSIRO Ocean and Atmosphere Hobart Tas AustraliaAgroscope, Research Division Agroecology and Environment Plant‐Soil‐Interactions Group, Reckenholz Zurich SwitzerlandCSIRO Agriculture and Food Canberra ACT AustraliaAbstract Ecotones between distinct ecosystems have been the focus of many studies as they offer valuable insights into key drivers of community structure and ecological processes that underpin function. While previous studies have examined a wide range of above‐ground parameters in ecotones, soil microbial communities have received little attention. Here we investigated spatial patterns, composition, and co‐occurrences of archaea, bacteria, and fungi, and their relationships with soil ecological processes across a woodland‐grassland ecotone. Geostatistical kriging and network analysis revealed that the community structure and spatial patterns of soil microbiota varied considerably between three habitat components across the ecotone. Woodland samples had significantly higher diversity of archaea while the grassland samples had significantly higher diversity of bacteria. Microbial co‐occurrences reflected differences in soil properties and ecological processes. While microbial networks were dominated by bacterial nodes, different ecological processes were linked to specific microbial guilds. For example, soil phosphorus and phosphatase activity formed the largest clusters in their respective networks, and two lignolytic enzymes formed joined clusters. Bacterial ammonia oxidizers were dominant over archaeal oxidizers and showed a significant association (p < 0.001) with potential nitrification (PNR), with the PNR subnetwork being dominated by Betaproteobacteria. The top ten keystone taxa comprised six bacterial and four fungal OTUs, with Random Forest Analysis revealing soil carbon and nitrogen as the determinants of the abundance of keystone taxa. Our results highlight the importance of assessing interkingdom associations in soil microbial networks. Overall, this study shows how ecotones can be used as a model to delineate microbial structural patterns and ecological processes across adjoining land‐uses within a landscape.https://doi.org/10.1002/ece3.4346ammonia oxidizersecotoneextracellular enzymeskeystone taxakrigingmicrobial networks
collection DOAJ
language English
format Article
sources DOAJ
author Samiran Banerjee
Peter H. Thrall
Andrew Bissett
Marcel G. A. van derHeijden
Alan E. Richardson
spellingShingle Samiran Banerjee
Peter H. Thrall
Andrew Bissett
Marcel G. A. van derHeijden
Alan E. Richardson
Linking microbial co‐occurrences to soil ecological processes across a woodland‐grassland ecotone
Ecology and Evolution
ammonia oxidizers
ecotone
extracellular enzymes
keystone taxa
kriging
microbial networks
author_facet Samiran Banerjee
Peter H. Thrall
Andrew Bissett
Marcel G. A. van derHeijden
Alan E. Richardson
author_sort Samiran Banerjee
title Linking microbial co‐occurrences to soil ecological processes across a woodland‐grassland ecotone
title_short Linking microbial co‐occurrences to soil ecological processes across a woodland‐grassland ecotone
title_full Linking microbial co‐occurrences to soil ecological processes across a woodland‐grassland ecotone
title_fullStr Linking microbial co‐occurrences to soil ecological processes across a woodland‐grassland ecotone
title_full_unstemmed Linking microbial co‐occurrences to soil ecological processes across a woodland‐grassland ecotone
title_sort linking microbial co‐occurrences to soil ecological processes across a woodland‐grassland ecotone
publisher Wiley
series Ecology and Evolution
issn 2045-7758
publishDate 2018-08-01
description Abstract Ecotones between distinct ecosystems have been the focus of many studies as they offer valuable insights into key drivers of community structure and ecological processes that underpin function. While previous studies have examined a wide range of above‐ground parameters in ecotones, soil microbial communities have received little attention. Here we investigated spatial patterns, composition, and co‐occurrences of archaea, bacteria, and fungi, and their relationships with soil ecological processes across a woodland‐grassland ecotone. Geostatistical kriging and network analysis revealed that the community structure and spatial patterns of soil microbiota varied considerably between three habitat components across the ecotone. Woodland samples had significantly higher diversity of archaea while the grassland samples had significantly higher diversity of bacteria. Microbial co‐occurrences reflected differences in soil properties and ecological processes. While microbial networks were dominated by bacterial nodes, different ecological processes were linked to specific microbial guilds. For example, soil phosphorus and phosphatase activity formed the largest clusters in their respective networks, and two lignolytic enzymes formed joined clusters. Bacterial ammonia oxidizers were dominant over archaeal oxidizers and showed a significant association (p < 0.001) with potential nitrification (PNR), with the PNR subnetwork being dominated by Betaproteobacteria. The top ten keystone taxa comprised six bacterial and four fungal OTUs, with Random Forest Analysis revealing soil carbon and nitrogen as the determinants of the abundance of keystone taxa. Our results highlight the importance of assessing interkingdom associations in soil microbial networks. Overall, this study shows how ecotones can be used as a model to delineate microbial structural patterns and ecological processes across adjoining land‐uses within a landscape.
topic ammonia oxidizers
ecotone
extracellular enzymes
keystone taxa
kriging
microbial networks
url https://doi.org/10.1002/ece3.4346
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