High heterogeneity of bacterioplankton community shaped by spatially structured environmental factors in West Lake, a typical urban lake in eastern China
Elucidating the bacterioplankton spatial distribution patterns and its determinants is a central topic in ecological research. However, research on the distribution patterns of bacterioplankton community composition (BCC) within a small-sized, highly dynamic freshwater lake remains unclear. In this...
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description | Elucidating the bacterioplankton spatial distribution patterns and its determinants is a central topic in ecological research. However, research on the distribution patterns of bacterioplankton community composition (BCC) within a small-sized, highly dynamic freshwater lake remains unclear. In this study, we collected surface water samples from West Lake to investigate the spatiotemporal variation of BCC by 16S rRNA gene high-throughput sequencing. Clear spatial heterogeneity in BCC was identified both in summer and winter. The relatively high abundant taxa exhibited greater correlations with environmental factors and other abundant species in summer than in winter. Variation partitioning analysis was used to unravel the relative importance of environmental factors and spatial processes and further explore the underlying mechanism of BCC successions. Our results showed the predominant shared effect of environmental and spatial factors on BCC in summer (68.41%) and winter (57.37%), indicating that spatially structured environmental factors were the key determinants of structuring BCC spatial heterogeneity in West Lake in the two seasons. Furthermore, environmental factors alone explained a higher proportion of the variation in summer whereas spatial factors explained a higher proportion in winter. These divergences may be related to seasonal environmental changes and anthropogenic disturbances. Our study provided knowledge on BCC spatial heterogeneity in small freshwater habitats and their underlying determinants in different seasons. |
doi_str_mv | 10.1007/s11356-020-08818-w |
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However, research on the distribution patterns of bacterioplankton community composition (BCC) within a small-sized, highly dynamic freshwater lake remains unclear. In this study, we collected surface water samples from West Lake to investigate the spatiotemporal variation of BCC by 16S rRNA gene high-throughput sequencing. Clear spatial heterogeneity in BCC was identified both in summer and winter. The relatively high abundant taxa exhibited greater correlations with environmental factors and other abundant species in summer than in winter. Variation partitioning analysis was used to unravel the relative importance of environmental factors and spatial processes and further explore the underlying mechanism of BCC successions. Our results showed the predominant shared effect of environmental and spatial factors on BCC in summer (68.41%) and winter (57.37%), indicating that spatially structured environmental factors were the key determinants of structuring BCC spatial heterogeneity in West Lake in the two seasons. Furthermore, environmental factors alone explained a higher proportion of the variation in summer whereas spatial factors explained a higher proportion in winter. These divergences may be related to seasonal environmental changes and anthropogenic disturbances. Our study provided knowledge on BCC spatial heterogeneity in small freshwater habitats and their underlying determinants in different seasons.</description><identifier>ISSN: 0944-1344</identifier><identifier>EISSN: 1614-7499</identifier><identifier>DOI: 10.1007/s11356-020-08818-w</identifier><identifier>PMID: 32319051</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Anthropogenic factors ; Aquatic habitats ; Aquatic Pollution ; Atmospheric Protection/Air Quality Control/Air Pollution ; Bacterioplankton ; China ; Community composition ; community structure ; Cyanobacterial Blooms and Water Ecological Restoration ; Determinants ; Distribution patterns ; Divergence ; Earth and Environmental Science ; Ecological research ; Ecotoxicology ; Environment ; Environmental changes ; Environmental Chemistry ; Environmental effects ; Environmental factors ; Environmental Health ; Environmental science ; freshwater ; Freshwater environments ; Freshwater lakes ; Gene sequencing ; genes ; Heterogeneity ; Next-generation sequencing ; Plankton ; rRNA 16S ; Spatial distribution ; Spatial heterogeneity ; spatial variation ; species ; Summer ; Surface water ; Variation ; Waste Water Technology ; Water analysis ; Water Management ; Water Pollution Control ; Water sampling ; Winter</subject><ispartof>Environmental science and pollution research international, 2020-12, Vol.27 (34), p.42283-42293</ispartof><rights>Springer-Verlag GmbH Germany, part of Springer Nature 2020</rights><rights>Springer-Verlag GmbH Germany, part of Springer Nature 2020.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c461t-1f5962bd49c8784f82c4b490a6cd91cceff4b720237e426784faa8df5625d2533</citedby><cites>FETCH-LOGICAL-c461t-1f5962bd49c8784f82c4b490a6cd91cceff4b720237e426784faa8df5625d2533</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s11356-020-08818-w$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s11356-020-08818-w$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,776,780,27903,27904,41467,42536,51297</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32319051$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Du, Yi</creatorcontrib><creatorcontrib>Yang, Wen</creatorcontrib><creatorcontrib>Ding, Xiuying</creatorcontrib><creatorcontrib>Zhang, Jinjie</creatorcontrib><creatorcontrib>Zheng, Zhongming</creatorcontrib><creatorcontrib>Zhu, Jinyong</creatorcontrib><title>High heterogeneity of bacterioplankton community shaped by spatially structured environmental factors in West Lake, a typical urban lake in eastern China</title><title>Environmental science and pollution research international</title><addtitle>Environ Sci Pollut Res</addtitle><addtitle>Environ Sci Pollut Res Int</addtitle><description>Elucidating the bacterioplankton spatial distribution patterns and its determinants is a central topic in ecological research. However, research on the distribution patterns of bacterioplankton community composition (BCC) within a small-sized, highly dynamic freshwater lake remains unclear. In this study, we collected surface water samples from West Lake to investigate the spatiotemporal variation of BCC by 16S rRNA gene high-throughput sequencing. Clear spatial heterogeneity in BCC was identified both in summer and winter. The relatively high abundant taxa exhibited greater correlations with environmental factors and other abundant species in summer than in winter. Variation partitioning analysis was used to unravel the relative importance of environmental factors and spatial processes and further explore the underlying mechanism of BCC successions. Our results showed the predominant shared effect of environmental and spatial factors on BCC in summer (68.41%) and winter (57.37%), indicating that spatially structured environmental factors were the key determinants of structuring BCC spatial heterogeneity in West Lake in the two seasons. Furthermore, environmental factors alone explained a higher proportion of the variation in summer whereas spatial factors explained a higher proportion in winter. These divergences may be related to seasonal environmental changes and anthropogenic disturbances. Our study provided knowledge on BCC spatial heterogeneity in small freshwater habitats and their underlying determinants in different seasons.</description><subject>Anthropogenic factors</subject><subject>Aquatic habitats</subject><subject>Aquatic Pollution</subject><subject>Atmospheric Protection/Air Quality Control/Air Pollution</subject><subject>Bacterioplankton</subject><subject>China</subject><subject>Community composition</subject><subject>community structure</subject><subject>Cyanobacterial Blooms and Water Ecological Restoration</subject><subject>Determinants</subject><subject>Distribution patterns</subject><subject>Divergence</subject><subject>Earth and Environmental Science</subject><subject>Ecological research</subject><subject>Ecotoxicology</subject><subject>Environment</subject><subject>Environmental changes</subject><subject>Environmental Chemistry</subject><subject>Environmental effects</subject><subject>Environmental factors</subject><subject>Environmental Health</subject><subject>Environmental science</subject><subject>freshwater</subject><subject>Freshwater environments</subject><subject>Freshwater lakes</subject><subject>Gene sequencing</subject><subject>genes</subject><subject>Heterogeneity</subject><subject>Next-generation sequencing</subject><subject>Plankton</subject><subject>rRNA 16S</subject><subject>Spatial distribution</subject><subject>Spatial heterogeneity</subject><subject>spatial variation</subject><subject>species</subject><subject>Summer</subject><subject>Surface water</subject><subject>Variation</subject><subject>Waste Water Technology</subject><subject>Water analysis</subject><subject>Water Management</subject><subject>Water Pollution Control</subject><subject>Water 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Yi</creator><creator>Yang, Wen</creator><creator>Ding, Xiuying</creator><creator>Zhang, Jinjie</creator><creator>Zheng, Zhongming</creator><creator>Zhu, Jinyong</creator><general>Springer Berlin Heidelberg</general><general>Springer Nature 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heterogeneity of bacterioplankton community shaped by spatially structured environmental factors in West Lake, a typical urban lake in eastern China</title><author>Du, Yi ; Yang, Wen ; Ding, Xiuying ; Zhang, Jinjie ; Zheng, Zhongming ; Zhu, Jinyong</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c461t-1f5962bd49c8784f82c4b490a6cd91cceff4b720237e426784faa8df5625d2533</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Anthropogenic factors</topic><topic>Aquatic habitats</topic><topic>Aquatic Pollution</topic><topic>Atmospheric Protection/Air Quality Control/Air Pollution</topic><topic>Bacterioplankton</topic><topic>China</topic><topic>Community composition</topic><topic>community structure</topic><topic>Cyanobacterial Blooms and Water Ecological Restoration</topic><topic>Determinants</topic><topic>Distribution patterns</topic><topic>Divergence</topic><topic>Earth and 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Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Du, Yi</au><au>Yang, Wen</au><au>Ding, Xiuying</au><au>Zhang, Jinjie</au><au>Zheng, Zhongming</au><au>Zhu, Jinyong</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>High heterogeneity of bacterioplankton community shaped by spatially structured environmental factors in West Lake, a typical urban lake in eastern China</atitle><jtitle>Environmental science and pollution research international</jtitle><stitle>Environ Sci Pollut Res</stitle><addtitle>Environ Sci Pollut Res Int</addtitle><date>2020-12-01</date><risdate>2020</risdate><volume>27</volume><issue>34</issue><spage>42283</spage><epage>42293</epage><pages>42283-42293</pages><issn>0944-1344</issn><eissn>1614-7499</eissn><abstract>Elucidating the bacterioplankton spatial distribution patterns and its determinants is a central topic in ecological research. However, research on the distribution patterns of bacterioplankton community composition (BCC) within a small-sized, highly dynamic freshwater lake remains unclear. In this study, we collected surface water samples from West Lake to investigate the spatiotemporal variation of BCC by 16S rRNA gene high-throughput sequencing. Clear spatial heterogeneity in BCC was identified both in summer and winter. The relatively high abundant taxa exhibited greater correlations with environmental factors and other abundant species in summer than in winter. Variation partitioning analysis was used to unravel the relative importance of environmental factors and spatial processes and further explore the underlying mechanism of BCC successions. Our results showed the predominant shared effect of environmental and spatial factors on BCC in summer (68.41%) and winter (57.37%), indicating that spatially structured environmental factors were the key determinants of structuring BCC spatial heterogeneity in West Lake in the two seasons. Furthermore, environmental factors alone explained a higher proportion of the variation in summer whereas spatial factors explained a higher proportion in winter. These divergences may be related to seasonal environmental changes and anthropogenic disturbances. Our study provided knowledge on BCC spatial heterogeneity in small freshwater habitats and their underlying determinants in different seasons.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><pmid>32319051</pmid><doi>10.1007/s11356-020-08818-w</doi><tpages>11</tpages></addata></record> |
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subjects | Anthropogenic factors Aquatic habitats Aquatic Pollution Atmospheric Protection/Air Quality Control/Air Pollution Bacterioplankton China Community composition community structure Cyanobacterial Blooms and Water Ecological Restoration Determinants Distribution patterns Divergence Earth and Environmental Science Ecological research Ecotoxicology Environment Environmental changes Environmental Chemistry Environmental effects Environmental factors Environmental Health Environmental science freshwater Freshwater environments Freshwater lakes Gene sequencing genes Heterogeneity Next-generation sequencing Plankton rRNA 16S Spatial distribution Spatial heterogeneity spatial variation species Summer Surface water Variation Waste Water Technology Water analysis Water Management Water Pollution Control Water sampling Winter |
title | High heterogeneity of bacterioplankton community shaped by spatially structured environmental factors in West Lake, a typical urban lake in eastern China |
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