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Environmental factors drive microbial communities and biomarkers. (A) RDA was used to analyze the correlation between environmental factors and microorganisms. (B) Random forest was used to find biomarkers and environmental drivers. The bubble chart shows the abundance of the Biomarker among the four groups of samples and the bar chart shows the importance of the top 20 genus, and the correlation matrix shows the association between the top 20 genus and environmental factors
