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澳大利亚表土细菌和真菌群落生物地理学的驱动因素和人为影响。

Drivers and human impacts on topsoil bacterial and fungal community biogeography across Australia.

机构信息

The University of Sydney, Sydney, New South Wales, Australia.

LISAH, University of Montpellier, AgroParisTech, INRAE, IRD, L'Institut Agro, Montpellier, France.

出版信息

Glob Chang Biol. 2024 Mar;30(3):e17216. doi: 10.1111/gcb.17216.

Abstract

Soil microbial diversity mediates a wide range of key processes and ecosystem services influencing planetary health. Our knowledge of microbial biogeography patterns, spatial drivers and human impacts at the continental scale remains limited. Here, we reveal the drivers of bacterial and fungal community distribution in Australian topsoils using 1384 soil samples from diverse bioregions. Our findings highlight that climate factors, particularly precipitation and temperature, along with soil properties, are the primary drivers of topsoil microbial biogeography. Using random forest machine-learning models, we generated high-resolution maps of soil bacteria and fungi across continental Australia. The maps revealed microbial hotspots, for example, the eastern coast, southeastern coast, and west coast were dominated by Proteobacteria and Acidobacteria. Fungal distribution is strongly influenced by precipitation, with Ascomycota dominating the central region. This study also demonstrated the impact of human modification on the underground microbial community at the continental scale, which significantly increased the relative abundance of Proteobacteria and Ascomycota, but decreased Chloroflexi and Basidiomycota. The variations in microbial phyla could be attributed to distinct responses to altered environmental factors after human modifications. This study provides insights into the biogeography of soil microbiota, valuable for regional soil biodiversity assessments and monitoring microbial responses to global changes.

摘要

土壤微生物多样性在很大程度上调节着影响行星健康的各种关键过程和生态系统服务。我们对大陆尺度上微生物生物地理学模式、空间驱动因素和人为影响的了解仍然有限。在这里,我们使用来自不同生物区系的 1384 个土壤样本,揭示了澳大利亚表土中细菌和真菌群落分布的驱动因素。我们的研究结果表明,气候因素,特别是降水和温度,以及土壤特性,是表土微生物生物地理学的主要驱动因素。我们使用随机森林机器学习模型,生成了澳大利亚大陆各地土壤细菌和真菌的高分辨率图谱。这些图谱揭示了微生物热点,例如,东部海岸、东南海岸和西海岸主要由变形菌门和酸杆菌门主导。真菌的分布受到降水的强烈影响,子囊菌门在中部地区占主导地位。本研究还表明,人类改造对大陆尺度地下微生物群落的影响,这显著增加了变形菌门和子囊菌门的相对丰度,但减少了绿弯菌门和担子菌门的相对丰度。微生物门的变化可以归因于人类改造后对环境因素变化的不同反应。本研究为土壤微生物组的生物地理学提供了深入的了解,对于区域土壤生物多样性评估和监测全球变化对微生物的响应具有重要价值。

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