Non-ferrous metal(loid)s in region with karst characteristic are highly diffusible, especially by runoff or atmospheric deposition. However, microbiota in response to the diffusing metal(loid)s is still to be understood. In this study, we focused on microbiota across metal(loid)s diffusion pathways around a non-ferrous smelting assembly. The microbial distribution and metal(loid)s-microbial interactions were analysed by 16S rRNA amplicon and multivariate statistical analysis. Although runoff and atmospheric deposition showed similar metal(loid)s diffusion contribution, different microbial compositions were revealed. The microbiota along the runoff transect (region3) was similar to those within the atmospheric deposition transect (region4), which significantly differed from those closer to the smelting assembly (regionl and region2; R-2 = 0.3866, p = 0.001). Random forest model indicated the negative impacts of bioavailable metal(loid)s on microbial diversity. Proteobacteria was predominant in regionl while Actinobacteriota dominated in the other regions. Twenty abundant genera were identified in metal(loid)s rich area, such as sulfur metabolizer Sulfurifustis and metal resistant Acinetobacter. Interactions between the geochemical parameters and the dominant taxa indicated that the main drivers were Al, Sb, As and their bioavailable fractions and sulfate. This study provides understandings of microbiota patterns towards different metal(loid)s diffusion pathways around non-ferrous smelting assembly with karst characteristic.
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China Univ Geosci Beijing, Res Ctr Environm Sci & Engn, Sch Water Resources & Environm, 29 Xueyuan Rd, Beijing 100083, Peoples R ChinaChina Univ Geosci Beijing, Res Ctr Environm Sci & Engn, Sch Water Resources & Environm, 29 Xueyuan Rd, Beijing 100083, Peoples R China
Li, Hao
Yao, Jun
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China Univ Geosci Beijing, Res Ctr Environm Sci & Engn, Sch Water Resources & Environm, 29 Xueyuan Rd, Beijing 100083, Peoples R ChinaChina Univ Geosci Beijing, Res Ctr Environm Sci & Engn, Sch Water Resources & Environm, 29 Xueyuan Rd, Beijing 100083, Peoples R China
Yao, Jun
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Sunahara, Geoffrey
Min, Ning
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China Univ Geosci Beijing, Res Ctr Environm Sci & Engn, Sch Water Resources & Environm, 29 Xueyuan Rd, Beijing 100083, Peoples R ChinaChina Univ Geosci Beijing, Res Ctr Environm Sci & Engn, Sch Water Resources & Environm, 29 Xueyuan Rd, Beijing 100083, Peoples R China
Min, Ning
Li, Chenchen
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Kunming Univ Sci & Technol, Fac Met & Energy Engn, Key Lab Adv Battery Mat Yunnan Prov, Natl & Local Joint Engn Lab Lithium Ion Batteries, Kunming 650093, Peoples R ChinaChina Univ Geosci Beijing, Res Ctr Environm Sci & Engn, Sch Water Resources & Environm, 29 Xueyuan Rd, Beijing 100083, Peoples R China
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Chinese Acad Geol Sci, MNR Key Lab Metallogeny & Mineral Assessment, Inst Mineral Resources, Beijing 100037, Peoples R ChinaChinese Acad Geol Sci, MNR Key Lab Metallogeny & Mineral Assessment, Inst Mineral Resources, Beijing 100037, Peoples R China
Li, Dexian
Liu, Guannan
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Chinese Acad Geol Sci, MNR Key Lab Metallogeny & Mineral Assessment, Inst Mineral Resources, Beijing 100037, Peoples R ChinaChinese Acad Geol Sci, MNR Key Lab Metallogeny & Mineral Assessment, Inst Mineral Resources, Beijing 100037, Peoples R China
Liu, Guannan
Li, Xiaosai
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Chinese Acad Geol Sci, MNR Key Lab Metallogeny & Mineral Assessment, Inst Mineral Resources, Beijing 100037, Peoples R ChinaChinese Acad Geol Sci, MNR Key Lab Metallogeny & Mineral Assessment, Inst Mineral Resources, Beijing 100037, Peoples R China
Li, Xiaosai
Li, Ruiping
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Chinese Acad Geol Sci, MNR Key Lab Metallogeny & Mineral Assessment, Inst Mineral Resources, Beijing 100037, Peoples R ChinaChinese Acad Geol Sci, MNR Key Lab Metallogeny & Mineral Assessment, Inst Mineral Resources, Beijing 100037, Peoples R China
Li, Ruiping
Wang, Juan
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Chinese Acad Agr Engn, Inst Energy & Environm Protect, Beijing 100125, Peoples R China
Minist Agr, Key Lab Energy Resource Utilizat Agr Residue, Beijing 100125, Peoples R ChinaChinese Acad Geol Sci, MNR Key Lab Metallogeny & Mineral Assessment, Inst Mineral Resources, Beijing 100037, Peoples R China
Wang, Juan
Zhao, Yuanyi
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Chinese Acad Geol Sci, MNR Key Lab Metallogeny & Mineral Assessment, Inst Mineral Resources, Beijing 100037, Peoples R ChinaChinese Acad Geol Sci, MNR Key Lab Metallogeny & Mineral Assessment, Inst Mineral Resources, Beijing 100037, Peoples R China