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Here, we studied the interactions of earth metabolome with bacterial community diversity and co-occurrence habits in root-associated soils across various land types from the Tibetan Plateau. The soil metabolome mainly encompassed a range of natural acids, and sugars and sugar types, that have been commonly negatively correlated with bacterial alpha-diversity. Compared to the investigated ecological factors, metabolites accounted much more for the variations within the Shannon variety and bacterial