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Continental-scale insights into the soil microbial co-occurrence networks of Australia and their environmental drivers

  • Heng Gui*
  • , Martin Breed
  • , Yan Li
  • , Qiang Xu
  • , Jianbo Yang
  • , Dhanushka N. Wanasinghe
  • , Yunju Li
  • , Jianchu Xu
  • , Peter Mortimer*
  • *Corresponding author for this work
  • CAS - Kunming Institute of Botany
  • University of Chinese Academy of Sciences
  • Flinders University
  • Xi'an Jiaotong-Liverpool University
  • Yunnan Phosphate Chemical Group Co. Ltd.

Research output: Contribution to journalArticlepeer-review

64 Citations (Scopus)

Abstract

Soil microbial communities and their interactions play a critical role in shaping the functions of ecosystems at regional and continental scales. In recent years, co-occurrence network analyses have provided a way to investigate microbial interactions among different microorganisms. But understanding how different environmental factors shape these networks at the continental scale remains challenging. Analyzing fungal, bacterial, and archaeal data from 166 study sites across Australia, we inferred a meta-community level soil microbial co-occurrence network for the Australian continent. Additionally, we analyzed node-level and network-level topological shifts associated with the five major vegetation types. Our results indicate that soils in the Australian savannah systems harbor a unique microbial association pattern, with the highest proportion of positive linkages, highest modularity and lowest average path length in comparison to soils from other vegetation types. Multi-model approaches revealed that different environmental drivers, including soil properties, temperature, and vegetation type, regulated the spatial distribution of topological parameters of the soil microbial networks analyzed in our study. We further generated high-resolution predication maps of microbial networks for Australia, providing insight into the distribution of soil microbes across the continent. By determining how the microbial co-occurrence networks vary according to vegetation type and mapping the distribution of the key parameters of these networks across Australia, we provide a unique understanding of microbial biogeography at the continental scale.

Original languageEnglish
Article number109177
JournalSoil Biology and Biochemistry
Volume186
DOIs
Publication statusPublished - Nov 2023
Externally publishedYes

Keywords

  • Australian continent
  • Biogeography
  • Co-occurrence networks
  • Soil microbiology
  • Spatial distribution

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