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

植被(病理学) 比例(比率) 生态系统 土壤水分 环境科学 微生物种群生物学 生态学 地理 自然地理学 生物 土壤科学 地图学 医学 遗传学 病理 细菌
作者
Heng Gui,Martin F. Breed,Yan Li,Qiang Xu,Jianbo Yang,Dhanushka N. Wanasinghe,Yunju Li,Jianchu Xu,Peter E. Mortimer
出处
期刊:Soil Biology & Biochemistry [Elsevier BV]
卷期号:186: 109177-109177 被引量:29
标识
DOI:10.1016/j.soilbio.2023.109177
摘要

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.
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