The characterization of variations in riverine microbiota that stem from contaminant sources and transport modes is important for understanding biogeochemical processes. However, the association between complex anthropogenic nitrogen pollution and bacteria has not been extensively investigated owing to the difficulties faced while determining the distribution of nitrogen contaminants in watersheds. Here, we employed the Soil and Water Assessment Tool alongside microbiological analysis to explore microbial characteristics and their responses to complex nitrogen pollution patterns. Significant variations in microbial communities were observed in sub-basins with distinct land-water pollution transport modes. Point source-dominated areas (PSDAs) exhibited reduced microbial diversity, high number of denitrification groups, and increased nitrogen cycling compared with others. The negative relative deviations (-3.38) between the measured and simulated nitrate concentrations in PSDAs indicated that nitrate removal was more effective in PSDAs. Pollution sources were also closely associated with microbiota. Eflluents from concentrated animal feeding operations were the primary factors relating to the microbiota compositions in PSDAs and balanced areas. In nonpoint source-dominated areas, contaminants from septic tanks become the most relevant sources to microbial community structures. Overall, this study expands our knowledge regarding microbial biogeochemistry in catchments and beyond by linking specific nitrogen pollution scenarios to microorganisms.
机构:
Southwest Univ, Coll Resources & Environm, 2 Tiansheng Rd, Chongqing 400715, Peoples R ChinaSouthwest Univ, Coll Resources & Environm, 2 Tiansheng Rd, Chongqing 400715, Peoples R China
Zhao, Yongpeng
Wang, Zhihui
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Southwest Univ, Coll Resources & Environm, 2 Tiansheng Rd, Chongqing 400715, Peoples R China
Sichuan Univ, Coll Water Resource & Hydropower, State Key Lab Hydraul & Mt River Engn, Chengdu 610065, Sichuan, Peoples R ChinaSouthwest Univ, Coll Resources & Environm, 2 Tiansheng Rd, Chongqing 400715, Peoples R China
Wang, Zhihui
Cai, Kai
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Southwest Univ, Coll Resources & Environm, 2 Tiansheng Rd, Chongqing 400715, Peoples R ChinaSouthwest Univ, Coll Resources & Environm, 2 Tiansheng Rd, Chongqing 400715, Peoples R China
Cai, Kai
Wang, Shuling
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Southwest Univ, Coll Resources & Environm, 2 Tiansheng Rd, Chongqing 400715, Peoples R ChinaSouthwest Univ, Coll Resources & Environm, 2 Tiansheng Rd, Chongqing 400715, Peoples R China
Wang, Shuling
Wright, Alan L.
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Univ Florida, Indian River Res & Educ Ctr, IFAS, Ft Pierce, FL 34945 USASouthwest Univ, Coll Resources & Environm, 2 Tiansheng Rd, Chongqing 400715, Peoples R China
Wright, Alan L.
Jiang, Xianjun
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Southwest Univ, Coll Resources & Environm, 2 Tiansheng Rd, Chongqing 400715, Peoples R ChinaSouthwest Univ, Coll Resources & Environm, 2 Tiansheng Rd, Chongqing 400715, Peoples R China
机构:
State Key Laboratory of Mountain Hazards and Engineering Safety, Institute of Mountain Hazards and Environment, Chinese Academy of SciencesState Key Laboratory of Mountain Hazards and Engineering Safety, Institute of Mountain Hazards and Environment, Chinese Academy of Sciences
Shuang Liu
Kaiheng Hu
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State Key Laboratory of Mountain Hazards and Engineering Safety, Institute of Mountain Hazards and Environment, Chinese Academy of SciencesState Key Laboratory of Mountain Hazards and Engineering Safety, Institute of Mountain Hazards and Environment, Chinese Academy of Sciences
Kaiheng Hu
Zhenghui Xie
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State Key Laboratory of Numerical Modeling for Atmospheric Sciences and Geophysical Fluid Dynamics, Institute of Atmospheric Physics, Chinese Academy of SciencesState Key Laboratory of Mountain Hazards and Engineering Safety, Institute of Mountain Hazards and Environment, Chinese Academy of Sciences
Zhenghui Xie
Yan Wang
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机构:
The National Key Laboratory of Water Disaster Prevention, Nanjing Hydraulic ResearchState Key Laboratory of Mountain Hazards and Engineering Safety, Institute of Mountain Hazards and Environment, Chinese Academy of Sciences
机构:
Banaras Hindu Univ, Inst Sci, Ctr Adv Study Bot, Ganga River Ecol Res Lab,Environm Sci Div, Varanasi 221005, IndiaBanaras Hindu Univ, Inst Sci, Ctr Adv Study Bot, Ganga River Ecol Res Lab,Environm Sci Div, Varanasi 221005, India
Prajapati, Dilip Kumar
Pandey, Jitendra
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Banaras Hindu Univ, Inst Sci, Ctr Adv Study Bot, Ganga River Ecol Res Lab,Environm Sci Div, Varanasi 221005, IndiaBanaras Hindu Univ, Inst Sci, Ctr Adv Study Bot, Ganga River Ecol Res Lab,Environm Sci Div, Varanasi 221005, India
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Laurentian Univ, Living Lakes Ctr, 935 Ramsey Lake Rd, Sudbury, ON P3E 2C6, CanadaLaurentian Univ, Living Lakes Ctr, 935 Ramsey Lake Rd, Sudbury, ON P3E 2C6, Canada
Emilson, Caroline E.
Kreutzweiser, David P.
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Laurentian Univ, Living Lakes Ctr, 935 Ramsey Lake Rd, Sudbury, ON P3E 2C6, Canada
Nat Resources Canada, Canadian Forest Serv, Sault Ste Marie, ON, CanadaLaurentian Univ, Living Lakes Ctr, 935 Ramsey Lake Rd, Sudbury, ON P3E 2C6, Canada
Kreutzweiser, David P.
Gunn, John M.
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Laurentian Univ, Living Lakes Ctr, 935 Ramsey Lake Rd, Sudbury, ON P3E 2C6, CanadaLaurentian Univ, Living Lakes Ctr, 935 Ramsey Lake Rd, Sudbury, ON P3E 2C6, Canada
Gunn, John M.
Mykytczuk, Nadia C. S.
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Laurentian Univ, Living Lakes Ctr, 935 Ramsey Lake Rd, Sudbury, ON P3E 2C6, CanadaLaurentian Univ, Living Lakes Ctr, 935 Ramsey Lake Rd, Sudbury, ON P3E 2C6, Canada
机构:
Max Planck Inst Terr Microbiol, Karl von Frisch Str 10, D-35043 Marburg, Germany
Univ Vienna, Dept Microbiol & Ecosyst Sci, Div Microbial Ecol, Res Network Chem Meets Microbiol, Althanstr 14, A-1090 Vienna, AustriaMax Planck Inst Terr Microbiol, Karl von Frisch Str 10, D-35043 Marburg, Germany
Ji, Yang
Angel, Roey
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Univ Fed Rio de Janeiro, Inst Biol, Dept Ecol, Lab Biogeoquim, Rio De Janeiro, BrazilMax Planck Inst Terr Microbiol, Karl von Frisch Str 10, D-35043 Marburg, Germany
Angel, Roey
Klose, Melanie
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机构:
Univ Vienna, Dept Microbiol & Ecosyst Sci, Div Microbial Ecol, Res Network Chem Meets Microbiol, Althanstr 14, A-1090 Vienna, AustriaMax Planck Inst Terr Microbiol, Karl von Frisch Str 10, D-35043 Marburg, Germany
Klose, Melanie
Claus, Peter
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机构:
Univ Vienna, Dept Microbiol & Ecosyst Sci, Div Microbial Ecol, Res Network Chem Meets Microbiol, Althanstr 14, A-1090 Vienna, AustriaMax Planck Inst Terr Microbiol, Karl von Frisch Str 10, D-35043 Marburg, Germany
Claus, Peter
Marotta, Humberto
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机构:
Univ Fed Fluminense, Grad Program Geosci Geochem, Res Ctr Biomass & Water Management NAB UFF, Sedimentary Environm Proc Lab LAPSA UFF, Niteroi, RJ, BrazilMax Planck Inst Terr Microbiol, Karl von Frisch Str 10, D-35043 Marburg, Germany
Marotta, Humberto
Pinho, Luana
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机构:
Univ Estado Rio De Janeiro, Dept Chem Oceanog, Sala 4008 Bloco E,Rua Sao Francisco Xavier 524, BR-20550900 Maracana, RJ, BrazilMax Planck Inst Terr Microbiol, Karl von Frisch Str 10, D-35043 Marburg, Germany
Pinho, Luana
Enrich-Prast, Alex
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机构:
Linkoping Univ, Dept Environm Change, Linkoping, SwedenMax Planck Inst Terr Microbiol, Karl von Frisch Str 10, D-35043 Marburg, Germany
Enrich-Prast, Alex
Conrad, Ralf
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机构:
Univ Vienna, Dept Microbiol & Ecosyst Sci, Div Microbial Ecol, Res Network Chem Meets Microbiol, Althanstr 14, A-1090 Vienna, AustriaMax Planck Inst Terr Microbiol, Karl von Frisch Str 10, D-35043 Marburg, Germany