ArticleFrontiers in microbiology2020
Stochastic Dispersal Rather Than Deterministic Selection Explains the Spatio-Temporal Distribution of Soil Bacteria in a Temperate Grassland.
Article in Frontiers in microbiology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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18 citing papers in PubMed, 61 citations in OpenAlex.
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- Discovery and cultivation of prokaryotic taxa in the age of metagenomics and artificial intelligence.The ISME journal · 2025Article
- Host-specific and environmental core bacteria differentially shape the stability and function of theISME communications · 2025Article
- Habitat specificity modulates the bacterial biogeographic patterns in the Southern Ocean.FEMS microbiology ecology · 2024Article
- Host specialization and spatial divergence of bacteria associated with Peltigera lichens promote landscape gamma diversity.Environmental microbiome · 2024Article
- Soil, rhizosphere, and root microbiome in kiwifruit vine decline, an emerging multifactorial disease.Frontiers in microbiology · 2024Article
- Influence of sedimentary deposition on the microbial assembly process in Arctic Holocene marine sediments.Frontiers in microbiology · 2023Article
- Soil microbial community structures are shaped by agricultural systems revealing little temporal variation.Environmental research · 2022Article
- Unravelling the interplay of ecological processes structuring the bacterial rare biosphere.ISME communications · 2022Article
- The travelling particles: community dynamics of biofilms on microplastics transferred along a salinity gradient.ISME communications · 2022Article
- Source and acquisition of rhizosphere microbes in Antarctic vascular plants.Frontiers in microbiology · 2022Article
- Microbial Dispersal, Including Bison Dung Vectored Dispersal, Increases Soil Microbial Diversity in a Grassland Ecosystem.Frontiers in microbiology · 2022Article
- The Evolution of Ecological Diversity inFrontiers in microbiology · 2022Article
- Exploring the Microdiversity Within Marine Bacterial Taxa: Toward an Integrated Biogeography in the Southern Ocean.Frontiers in microbiology · 2021Article
- The Distribution and Turnover of Bacterial Communities in the Root Zone of SevenFrontiers in microbiology · 2021Article
- Contrasting Community Assembly Forces Drive Microbial Structural and Potential Functional Responses to Precipitation in an Incipient Soil System.Frontiers in microbiology · 2021Article
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Authors and funding
15 authors at 7 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Spatial and temporal processes shaping microbial communities are inseparably linked but rarely studied together. By Illumina 16S rRNA sequencing, we monitored soil bacteria in 360 stations on a 100 square meter plot distributed across six intra-annual samplings in a rarely managed, temperate grassland. Using a multi-tiered approach, we tested the extent to which stochastic or deterministic processes influenced the composition of local communities. A combination of phylogenetic turnover analysis and null modeling demonstrated that either homogenization by unlimited stochastic dispersal or scenarios, in which neither stochastic processes nor deterministic forces dominated, explained local assembly processes. Thus, the majority of all sampled communities (82%) was rather homogeneous with no significant changes in abundance-weighted composition. However, we detected strong and uniform taxonomic shifts within just nine samples in early summer. Thus, community snapshots sampled from single points in time or space do not necessarily reflect a representative community state. The potential for change despite the overall homogeneity was further demonstrated when the focus shifted to the rare biosphere. Rare OTU turnover, rather than nestedness, characterized abundance-independent β-diversity. Accordingly, boosted generalized additive models encompassing spatial, temporal and environmental variables revealed strong and highly diverse effects of space on OTU abundance, even within the same genus. This pure spatial effect increased with decreasing OTU abundance and frequency, whereas soil moisture - the most important environmental variable - had an opposite effect by impacting abundant OTUs more than the rare ones. These results indicate that - despite considerable oscillation in space and time - the abundant and resident OTUs provide a community backbone that supports much higher β-diversity of a dynamic rare biosphere. Our findings reveal complex interactions among space, time, and environmental filters within bacterial communities in a long-established temperate grassland.
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