Rainfall and water temperature co-drive changes in structure and assembly of prokaryotic and eukaryotic communities in a subtropical riverine reservoir

Qihang ZHAO; Jun ZUO; Baiyu CUI; Xinyue REN; Xiang HU; Tianchi SUN; Zeshuang WANG; Peng XIAO; He ZHANG; Renhui LI

doi:10.1007/s00343-025-4298-7

Your Location：

Home >

Browse articles >

Rainfall and water temperature co-drive changes in structure and assembly of prokaryotic and eukaryotic communities in a subtropical riverine reservoir

Ecology | Updated：2026-03-26

- Rainfall and water temperature co-drive changes in structure and assembly of prokaryotic and eukaryotic communities in a subtropical riverine reservoir
- Rainfall and water temperature co-drive changes in structure and assembly of prokaryotic and eukaryotic communities in a subtropical riverine reservoir
- 海洋湖沼学报(英文) 2026年44卷第1期页码：251-267
- Affiliations：
  
  1.National and Local Joint Engineering Research Center of Ecological Treatment Technology for Urban Water Pollution, Zhejiang Provincial Key Lab for Water Environment and Marine Biological Resources Protection, Wenzhou 325000, China
  2.Wenzhou Shanxi Hydro-junction Management Center, Wenzhou 325000, China
- Author bio：
  
  zhanghe1983004@sina.com
  renhui.li@wzu.edu.cn
- Funds：
  
  the Zhejiang Provincial Natural Science Foundation of China(LD21C030001);the Key Research and Development Program of National Natural Science Foundation of China(2021YFE0112000);the National Natural Science Foundation of China(32371634;31970219);the Scientific Research Project of the Shanghai Municipal Bureau of Ecology and Environment(202409)
- DOI：10.1007/s00343-025-4298-7
  中图分类号：
- 收稿：2024-11-12，
  
  录用：2025-03-01，
  
  网络首发：2025-04-02，
  
  纸质出版：2026-01-01
- Accepted：
Scan QR Code
Qihang ZHAO, Jun ZUO, Baiyu CUI, 等. Rainfall and water temperature co-drive changes in structure and assembly of prokaryotic and eukaryotic communities in a subtropical riverine reservoir[J]. 海洋湖沼学报(英文), 2026,44(1):251-267.

ZHAO Qihang,ZUO Jun,CUI Baiyu,et al.Rainfall and water temperature co-drive changes in structure and assembly of prokaryotic and eukaryotic communities in a subtropical riverine reservoir[J].Journal of Oceanology and Limnology,2026,44(01):251-267.
Qihang ZHAO, Jun ZUO, Baiyu CUI, 等. Rainfall and water temperature co-drive changes in structure and assembly of prokaryotic and eukaryotic communities in a subtropical riverine reservoir[J]. 海洋湖沼学报(英文), 2026,44(1):251-267. DOI： 10.1007/s00343-025-4298-7.

ZHAO Qihang,ZUO Jun,CUI Baiyu,et al.Rainfall and water temperature co-drive changes in structure and assembly of prokaryotic and eukaryotic communities in a subtropical riverine reservoir[J].Journal of Oceanology and Limnology,2026,44(01):251-267. DOI： 10.1007/s00343-025-4298-7.

摘要

Abstract

Microbial communities play indispensable roles in the biogeochemical cycling of river ecosystems. However

the response patterns of microbial community diversity

niche breadth

and assembly to rainfall disturbances in complex mountainous riverine reservoirs remain inadequately understood. We employed high-throughput sequencing of 16S and 18S ribosomal RNA genes

along with multivariate statistical methods to systematically investigate prokaryotic and eukaryotic microorganisms in the riverine Zhaoshandu Reservoir

Wenzhou

Zhejiang

East China. Results show significant temporal heterogeneity in both prokaryotic and eukaryotic microbial communities

with eukaryotic microbes showing more pronounced temporal variation. Canonical correspondence analysis revealed that rainfall and water temperature were the key drivers shaping microbial communities. Additionally

eukaryotic microorganisms exhibited a more pronounced response to rainfall and water temperature compared to prokaryotes. Modified stochasticity ratio model indicated that deterministic processes predominantly governed microbial community assembly

with stronger deterministic processes in eukaryotic compared to prokaryotic microorganisms. Rainfall has significantly altered water quality

notably increasing phosphorus concentration in the water column. Total phosphorus and total nitrogen showed significant correlations with the niche breadth of prokaryotic and eukaryotic microorganisms

and phosphorus nutrients served as keystones and playing indispensable roles in their co-occurrence networks. A structural equation model confirmed the notable impacts of rainfall and water temperature on microbial community diversity

further revealing that rainfall indirectly influenced the niche breadth and co-occurrence relationships of microbial communities by altering phosphorus concentrations. The findings underscore the influence of rainfall and water temperature on microbial distribution

highlighting the sensitivity of riverine reservoir ecosystems to climate change.

关键词

Keywords

references

Allen D K , Young J D . 2020 . Tracing metabolic flux through time and space with isotope labeling experiments . Current Opinion in Biotechnology , 64 : 92 - 100 , https://doi.org/10.1016/j.copbio.2019.11.003 https://doi.org/10.1016/j.copbio.2019.11.003

An R Z , Liu Y , Pan C M et al . 2023 . Water quality determines protist taxonomic and functional group composition in a high-altitude wetland of international importance. Science of the Total Environment , 880 : 163308 , https://doi.org/10.1016/j.scitotenv.2023.163308 https://doi.org/10.1016/j.scitotenv.2023.163308

Borcard D , Legendre P , Drapeau P . 1992 . Partialling out the spatial component of ecological variation . Ecology , 73 ( 3 ): 1045 - 1055 , https://doi.org/10.2307/1940179 https://doi.org/10.2307/1940179 .

Cai W , Huang Q Y , Li H Y et al . 2022 . Longitudinal patterns of microbial communities in the water diversion rivers of south-to-north water diversion project . CLEAN-Soil Air Water , 50 ( 7 ): 2100303 , https://doi.org/10.1002/clen.202100303 https://doi.org/10.1002/clen.202100303

Callahan B J , McMurdie P J , Rosen M J et al . 2016 . DADA2: high-resolution sample inference from Illumina amplicon data . Nature Methods , 13 ( 7 ): 581 - 583 , https://doi.org/10.1038/nmeth.3869 https://doi.org/10.1038/nmeth.3869 .

Chen W D , Ren K X , Isabwe A et al . 2019 . Stochastic processes shape microeukaryotic community assembly in a subtropical river across wet and dry seasons. Microbiome , 7 : 138 , https://doi.org/10.1186/s40168-019-0749-8 https://doi.org/10.1186/s40168-019-0749-8 .

Chen W D , Wen D H . 2021 . Archaeal and bacterial communities assembly and co-occurrence networks in subtropical mangrove sediments under Spartina alterniflora invasion . Environmental Microbiome , 16 ( 1 ): 10 , https://doi.org/10.1186/s40793-021-00377-y https://doi.org/10.1186/s40793-021-00377-y .

Dearing J A , Yang X D , Dong X H et al . 2012 . Extending the timescale and range of ecosystem services through paleoenvironmental analyses, exemplified in the lower Yangtze basin . Proceedings of the National Academy of Sciences of the United States of America , 109 ( 18 ): E1111 - E1120 , https://doi.org/10.1073/pnas.1118263109 https://doi.org/10.1073/pnas.1118263109 .

Debray R , Herbert R A , Jaffe A L et al . 2022 . Priority effects in microbiome assembly . Nature Reviews Microbiology , 20 ( 2 ): 109 - 121 , https://doi.org/10.1038/s41579-021-00604-w https://doi.org/10.1038/s41579-021-00604-w .

Deng Y , Jiang Y H , Yang Y F et al . 2012 . Molecular ecological network analyses . BMC Bioinformatics , 13 ( 1 ): 113 , https://doi.org/10.1186/1471-2105-13-113 https://doi.org/10.1186/1471-2105-13-113 .

Diao M H , Sinnige R , Kalbitz K et al . 2017 . Succession of bacterial communities in a seasonally stratified lake with an anoxic and sulfidic hypolimnion. Frontiers in Microbiology , 8 : 2511 , https://doi.org/10.3389/fmicb.2017.02511 https://doi.org/10.3389/fmicb.2017.02511 .

Dumbrell A J , Nelson M , Helgason T et al . 2010 . Relative roles of niche and neutral processes in structuring a soil microbial community . The ISME Journal , 4 : 337 - 345 , https://doi.org/10.1038/ismej.2009.122 https://doi.org/10.1038/ismej.2009.122 .

Fang W K , Fan T Y , Wang S et al . 2023 . Seasonal changes driving shifts in microbial community assembly and species coexistence in an urban river. Science of the Total Environment , 905 : 167027 , https://doi.org/10.1016/j.scitotenv.2023.167027 https://doi.org/10.1016/j.scitotenv.2023.167027 .

Griffin J S , Wells G F . 2017 . Regional synchrony in full-scale activated sludge bioreactors due to deterministic microbial community assembly . The ISME Journal , 11 : 500 - 511 , https://doi.org/10.1038/ismej.2016.121 https://doi.org/10.1038/ismej.2016.121 .

Guillou L , Bachar D , Audic S et al . 2013 . The Protist Ribosomal Reference database (PR2): a catalog of unicellular eukaryote small sub-unit rRNA sequences with curated taxonomy . Nucleic Acids Research , 41 ( D1 ): D597 - D604 , https://doi.org/10.1093/nar/gks1160 https://doi.org/10.1093/nar/gks1160 .

He Q , Wang S , Hou W G et al . 2021 . Temperature and microbial interactions drive the deterministic assembly processes in sediments of hot springs. Science of the Total Environment , 772 : 145465 , https://doi.org/10.1016/j.scitotenv.2021.145465 https://doi.org/10.1016/j.scitotenv.2021.145465 .

Heinrichs M E , Mori C , Dlugosch L . 2020 . Complex interactions between aquatic organisms and their chemical environment elucidated from different perspectives . In: YOUMARES 9-The Oceans: Our Research, Our Future . Springer, Oldenburg, Germany . p. 279 - 297 , https://doi.org/10.1007/978-3-030-20389-4_15 https://doi.org/10.1007/978-3-030-20389-4_15 .

Hu A , Nie Y X , Yu G R et al . 2019 . Diurnal temperature variation and plants drive latitudinal patterns in seasonal dynamics of soil microbial community. Frontiers in Microbiology , 10 : 674 , https://doi.org/10.3389/fmicb.2019.00674 https://doi.org/10.3389/fmicb.2019.00674 .

Huang Y J , Feng J C , Kong J et al . 2023a . Community assemblages and species coexistence of prokaryotes controlled by local environmental heterogeneity in a cold seep water column. Science of the Total Environment , 868 : 161725 , https://doi.org/10.1016/j.scitotenv.2023.161725 https://doi.org/10.1016/j.scitotenv.2023.161725 .

Huang Z Y , Pan B Z , Zhao X H et al . 2023b . Hydrological disturbances enhance stochastic assembly processes and decrease network stability of algae communities in a highland floodplain system. Science of the Total Environment , 903 : 166207 , https://doi.org/10.1016/j.scitotenv.2023.166207 https://doi.org/10.1016/j.scitotenv.2023.166207 .

Isabwe A , Yang J R , Wang Y M et al . 2018 . Community assembly processes underlying phytoplankton and bacterioplankton across a hydrologic change in a human-impacted river . Science of the Total Environment , 630 : 658 - 667 , https://doi.org/10.1016/j.scitotenv.2018.02.210 https://doi.org/10.1016/j.scitotenv.2018.02.210 .

Khu S T , Xin C C , Wang T Z . 2023 . Effects of flow velocity on biofilm composition and microbial molecular ecological network in reclaimed water distribution systems. Chemosphere , 341 : 140010 , https://doi.org/10.1016/j.chemosphere.2023.140010 https://doi.org/10.1016/j.chemosphere.2023.140010 .

Konrad-Schmolke M , Halama R , Wirth R et al . 2018 . Mineral dissolution and reprecipitation mediated by an amorphous phase . Nature Communications , 9 ( 1 ): 1637 , https://doi.org/10.1038/s41467-018-03944-z https://doi.org/10.1038/s41467-018-03944-z .

Levins R . 1968 . Evolution in Changing Environments: Some Theoretical Explorations . Princeton University Press, Princeton , https://doi.org/10.1126/science.167.3924.1478 https://doi.org/10.1126/science.167.3924.1478 .

Li A L , Chen H T , Liu Y Y et al . 2020 . Net Anthropogenic Nitrogen Input (NANI) Evolution and Total Nitrogen (TN) concentration response in Zhaoshandu Water Source . Nature Environment and Pollution Technology , 19 ( 3 ): 1319 - 1325 , https://doi.org/10.46488/nept.2020.v19i03.049 https://doi.org/10.46488/nept.2020.v19i03.049 .

Li S Z , Ren K X , Yan X et al . 2023 . Linking biodiversity and ecological function through extensive microeukaryotic movement across different habitats in six urban parks . iMeta , 2 ( 2 ): e 103 , https://doi.org/10.1002/imt2.103 https://doi.org/10.1002/imt2.103 .

Liang M X , Liu X B , Parker I M et al . 2019 . Soil microbes drive phylogenetic diversity-productivity relationships in a subtropical forest . Science Advances , 5 ( 10 ): eaax 5088 , https://doi.org/10.1126/sciadv.aax5088 https://doi.org/10.1126/sciadv.aax5088 .

Lima-Mendez G , Faust K , Henry N et al . 2015 . Determinants of community structure in the global plankton interactome . Science , 348 ( 6237 ): 1262073 , https://doi.org/10.1126/science.1262073 https://doi.org/10.1126/science.1262073 .

Liu B , Tian Z Y , Xie P H et al . 2023 . Temporal and spatial dynamic changes of planktonic bacteria community structure in Li River, China: a seasonal survey . Environmental Science and Pollution Research , 30 ( 51 ): 111244 - 111255 , https://doi.org/10.1007/s11356-023-30166-8 https://doi.org/10.1007/s11356-023-30166-8 .

Liu X J , Xia J H , Zeng Z et al . 2022 . Research on spatial-temporal variation of turbidity and zonal identification in reservoir drinking water source . Water Resources and Power , 40 ( 1 ): 60 - 63 , https://doi.org/1000.7709/1-60-4. https://doi.org/1000.7709/1-60-4. (in Chinese with English abstract)

Liu X , Pan B Z , Liu X Y et al . 2024 . Riverine microbial community assembly with watercourse distance-decay patterns in the north-south transitional zone of China. Journal of Hydrology , 628 : 130603 , https://doi.org/10.1016/j.jhydrol.2023.130603 https://doi.org/10.1016/j.jhydrol.2023.130603 .

Logares R , Tesson S V M , Canbäck B et al . 2018 . Contrasting prevalence of selection and drift in the community structuring of bacteria and microbial eukaryotes . Environmental Microbiology , 20 ( 6 ): 2231 - 2240 , https://doi.org/10.1111/1462-2920.14265 https://doi.org/10.1111/1462-2920.14265 .

Mamet S D , Redlick E , Brabant M et al . 2019 . Structural equation modeling of a winnowed soil microbiome identifies how invasive plants re-structure microbial networks . The ISME Journal , 13 ( 8 ): 1988 - 1996 , https://doi.org/10.1038/s41396-019-0407-y https://doi.org/10.1038/s41396-019-0407-y .

Mendonça R , Müller R A , Clow D et al . 2017 . Organic carbon burial in global lakes and reservoirs. Nature Communications , 8 : 1694 , https://doi.org/10.1038/s41467-017-01789-6 https://doi.org/10.1038/s41467-017-01789-6 .

Mo Y Y , Peng F , Gao X F et al . 2021 . Low shifts in salinity determined assembly processes and network stability of microeukaryotic plankton communities in a subtropical urban reservoir . Microbiome , 9 ( 1 ): 128 , https://doi.org/10.1186/s40168-021-01079-w https://doi.org/10.1186/s40168-021-01079-w .

Ning D L , Deng Y , Tiedje J M et al . 2019 . A general framework for quantitatively assessing ecological stochasticity . Proceedings of the National Academy of Sciences of the United States of America , 116 ( 34 ): 16892 - 16898 , https://doi.org/10.1073/pnas.1904623116 https://doi.org/10.1073/pnas.1904623116 .

Nyirabuhoro P , Gao X F , Ndayishimiye J C et al . 2021 . Responses of abundant and rare bacterioplankton to temporal change in a subtropical urban reservoir . FEMS Microbiology Ecology , 97 ( 4 ): fiab 036 , https://doi.org/10.1093/femsec/fiab036 https://doi.org/10.1093/femsec/fiab036 .

Ortiz-Álvarez R , Triadó-Margarit X , Camarero L et al . 2018 . High planktonic diversity in mountain lakes contains similar contributions of autotrophic, heterotrophic and parasitic eukaryotic life forms . Scientific Reports , 8 ( 1 ): 4457 , https://doi.org/10.1038/s41598-018-22835-3 https://doi.org/10.1038/s41598-018-22835-3 .

Pápista É , Ács É , Böddi B . 2002 . Chlorophyll- a determination with ethanol—a critical test . Hydrobiologia , 485 ( 1-3 ): 191 - 198 , https://doi.org/10.1023/A:1021329602685 https://doi.org/10.1023/A:1021329602685 .

Pearson D E , Ortega Y K , Eren Ö et al . 2018 . Community assembly theory as a framework for biological invasions . Trends in Ecology & Evolution , 33 ( 5 ): 313 - 325 , https://doi.org/10.1016/j.tree.2018.03.002 https://doi.org/10.1016/j.tree.2018.03.002 .

Peres-Neto P R , Legendre P , Dray S et al . 2006 . Variation partitioning of species data matrices: estimation and comparison of fractions . Ecology , 87 ( 10 ): 2614 - 2625 , https://doi.org/10.1890/0012-9658(2006)87 https://doi.org/10.1890/0012-9658(2006)87 [2614:VPOSDM ] 2.0.CO; 2 .

Peter H , Sommaruga R . 2016 . Shifts in diversity and function of lake bacterial communities upon glacier retreat . The ISME Journal , 10 ( 7 ): 1545 - 1554 , https://doi.org/10.1038/ismej.2015.245 https://doi.org/10.1038/ismej.2015.245 .

Quast C , Pruesse E , Yilmaz P et al . 2013 . The SILVA ribosomal RNA gene database project: improved data processing and web-based tools . Nucleic Acids Research , 41 ( D1 ): D590 - D596 , https://doi.org/10.1093/nar/gks1219 https://doi.org/10.1093/nar/gks1219 .

Rognes T , Flouri T , Nichols B et al . 2016 . VSEARCH: a versatile open source tool for metagenomics . PeerJ , 4 : e 2584 , https://doi.org/10.7717/peerj.2584 https://doi.org/10.7717/peerj.2584 .

Shipley B . 2000 . A new inferential test for path models based on directed acyclic graphs . Structural Equation Modeling: A Multidisciplinary Journal , 7 ( 2 ): 206 - 218 , https://doi.org/10.1207/s15328007sem0702_4 https://doi.org/10.1207/s15328007sem0702_4 .

Siriarchawatana P , Harnpicharnchai P , Phithakrotchanakoon C et al . 2024 . Elucidati ng potential bioindicators from insights in the diversity and assembly processes of prokaryotic and eukaryotic communities in the Mekong River. Environmental Research , 243 : 117800 , https://doi.org/10.1016/j.envres.2023.117800 https://doi.org/10.1016/j.envres.2023.117800 .

Song T , Tu W G , Luo X M et al . 2022 . Performance of ecological floating beds and microbial communities under different flow velocities. Journal of Water Process Engineering , 48 : 102876 , https://doi.org/10.1016/j.jwpe.2022.102876 https://doi.org/10.1016/j.jwpe.2022.102876 .

Su X M , Xue B B , Wang Y Y et al . 2019 . Bacterial community shifts evaluation in the sediments of Puyang River and its nitrogen removal capabilities exploration by resuscitation promoting factor . Ecotoxicology and Environmental Safety , 179 : 188 - 197 , https://doi.org/10.1016/j.ecoenv.2019.04.067 https://doi.org/10.1016/j.ecoenv.2019.04.067 .

Wang F , Dong W Y , Zhao Z L et al . 2021 . Heavy metal pollution in urban river sediment of different urban functional areas and its influence on microbial community structure. Science of the Total Environment , 778 : 146383 , https://doi.org/10.1016/j.scitotenv.2021.146383 https://doi.org/10.1016/j.scitotenv.2021.146383 .

Wang Y M , Guo W M . 2001 . Construction management of Zhaoshandu water diversion project . Water Resources and Hydropower Engineering , 32 ( 2 ): 1 - 4 , https://doi.org/10.3969/j.issn.1000-0860.2001.02.001. https://doi.org/10.3969/j.issn.1000-0860.2001.02.001. (in Chinese with English abstract)

Ward C S , Yung C M , Davis K M et al . 2017 . Annual community patterns are driven by seasonal switching between closely related marine bacteria . The ISME Journal , 11 ( 6 ): 1412 - 1422 , https://doi.org/10.1038/ismej.2017.4 https://doi.org/10.1038/ismej.2017.4 .

Wei G S , Li M C , Li F G et al . 2016 . Distinct distribution patterns of prokaryotes between sediment and water in the Yellow River estuary . Applied Microbiology and Biotechnology , 100 ( 22 ): 9683 - 9697 , https://doi.org/10.1007/s00253-016-7802-3 https://doi.org/10.1007/s00253-016-7802-3 .

Wetzel R G . 2001 . Limnology: Lake and River Ecosystems. 3 rd edn . Academic Press , San Diego , https://doi.org/10.1046/j.1529-8817.2001.37602.x https://doi.org/10.1046/j.1529-8817.2001.37602.x .

Wilson D F , Matschinsky F M . 2022 . Integration of eukaryotic energy metabolism: the intramitochondrial and cytosolic energy states ([ATP ] f /[ADP ] f [Pi ] ) . International Journal of Molecular Sciences , 23 ( 10 ): 5550 , https://doi.org/10.3390/ijms23105550 https://doi.org/10.3390/ijms23105550 .

Xiao F S , Bi Y H , Li X H et al . 2019 . The impact of anthropogenic disturbance on bacterioplankton communities during the construction of Donghu Tunnel (Wuhan, China) . Microbial Ecology , 77 ( 2 ): 277 - 287 , https://doi.org/10.1007/s00248-018-1222-0 https://doi.org/10.1007/s00248-018-1222-0 .

Yang J , Yu X Q , Liu L M et al . 2012 . Algae community and trophic state of subtropical reservoirs in southeast Fujian, China . Environmental Science and Pollution Research , 19 ( 5 ): 1432 - 1442 , https://doi.org/10.1007/s11356-011-0683-1 https://doi.org/10.1007/s11356-011-0683-1 .

Yang M Z , Xia J H , Cai W W et al . 2020 . Seasonal and spatial distributions of morpho-functional phytoplankton groups and the role of environmental factors in a subtropical river-type reservoir . Water Science and Technology , 82 ( 11 ): 2316 - 2330 , https://doi.org/10.2166/wst.2020.489 https://doi.org/10.2166/wst.2020.489 .

Yang Q , Zhang P , Li X D et al . 2023 . Distribution patterns and community assembly processes of eukaryotic microorganisms along an altitudinal gradient in the middle reaches of the Yarlung Zangbo River. Water Research , 239 : 120047 , https://doi.org/10.1016/j.watres.2023.120047 https://doi.org/10.1016/j.watres.2023.120047 .

Yu B B , Xie G J , Shen Z et al . 2023 . Spatiotemporal variations, assembly processes, and co-occurrence patterns of pa rticle-attached and free-living bacteria in a large drinking water reservoir in China. Frontiers in Microbiology , 13 : 1056147 , https://doi.org/10.3389/fmicb.2022.1056147 https://doi.org/10.3389/fmicb.2022.1056147 .

Yu X T , Li Y , Wu Y et al . 2024 . Seasonal changes of prokaryotic microbial community structure in Zhangjiayan Reservoir and its response to environmental factors . Scientific Reports , 14 ( 1 ): 5513 , https://doi.org/10.1038/s41598-024-55702-5 https://doi.org/10.1038/s41598-024-55702-5 .

Zhang T , Xu S , Yan R M et al . 2022 . Similar geographic patterns but distinct assembly processes of abundant and rare bacterioplankton communities in river networks of the Taihu Basin. Water Research , 211 : 118057 , https://doi.org/10.1016/j.watres.2022.118057 https://doi.org/10.1016/j.watres.2022.118057 .

Zhou J Z , Deng Y , Zhang P et al . 2014 . Stochasticity, succession, and environmental perturbations in a fluidic ecosystem . Proceedings of the National Academy of Sciences of the United States of America , 111 ( 9 ): E836 - E845 , https://doi.org/10.1073/pnas.1324044111 https://doi.org/10.1073/pnas.1324044111 .

Zhou S Y D , Lie Z , Liu X J et al . 2023 . Distinct patterns of soil bacterial and fungal community assemblages in subtropical forest ecosystems under warming . Global Change Biology , 29 ( 6 ): 1501 - 1513 , https://doi.org/10.1111/gcb.16541 https://doi.org/10.1111/gcb.16541 .

Zhu C M , Zhang J Y , Nawaz M Z et al . 2019 . Seasonal succession and spatial distribution of bacterial community structure in a eutrophic freshwater Lake, Lake Taihu . Science of the Total Environment , 669 : 29 - 40 , https://doi.org/10.1016/j.scitotenv.2019.03.087 https://doi.org/10.1016/j.scitotenv.2019.03.087 .

Zuo J , Liu L M , Xiao P et al . 2023 . Patterns of bacterial generalists and specialists in lakes and reservoirs along a latitudinal gradient . Global Ecology and Biogeography , 32 ( 11 ): 2017 - 2032 , https://doi.org/10.1111/geb.13751 https://doi.org/10.1111/geb.13751 .

浏览量

Downloads

CSCD

文章被引用时，请邮件提醒。

Submit

工具集

关联资源

Abnormal salinity levels increase shrimp Penaeus monodon disease risk: insights from the disrupted gut microbiota

Community composition, co-occurrence, and environmental drivers of bacterioplankton community in surface and 50-m water layers in the subarctic North Pacific

Environment drives the co-occurrence of bacteria and microeukaryotes in a typical subtropical bay

Microplastic pollution and enrichment of distinct microbiota in sediment of mangrove in Zhujiang River estuary, China