Patterns and drivers of prokaryotic communities in thermokarst lake water across Northern Hemisphere
Aim: The formation of thermokarst lakes could make a large amount of carbon accessible to microbial degradation, potentially intensifying the permafrost carbon-climate feedback via carbon dioxide/methane emissions. Because of their diverse functional roles, prokaryotes play a key role in mediating b...
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creator | Kang, Luyao Chen, Leiyi Li, Ziliang Wang, Jianjun Xue, Kai Deng, Ye Delgado-Baquerizo, Manuel Song, Yutong Zhang, Dianye Yang, Guibiao Zhou, Wei Liu, Xuning Liu, Futing Yang, Yuanhe |
description | Aim: The formation of thermokarst lakes could make a large amount of
carbon accessible to microbial degradation, potentially intensifying the
permafrost carbon-climate feedback via carbon dioxide/methane emissions.
Because of their diverse functional roles, prokaryotes play a key role in
mediating biogeochemical cycles in thermokarst lakes. However, little is
known about the large-scale patterns and drivers of these communities.
Location: Permafrost regions in the Northern Hemisphere. Time Period:
Present day. Major taxa studied: Prokaryotes. Methods: Based on a
combination of large-scale measurements on the Tibetan Plateau and data
syntheses in pan-Arctic regions, we constructed a comprehensive dataset of
16S rRNA sequences from 258 thermokarst lakes across Northern Hemisphere
permafrost regions. We also used the local contributions to beta diversity
(LCBD) to characterize the variance of prokaryotic species composition and
screened underlying drivers by conducting a random forest modeling
analysis. Results: Prokaryotes in thermokarst lake water were dominated by
the orders Burkholderiales, Micrococcales, Flavobacteriales, and
Frankiales. The relative abundance of dominant taxa was positively
associated with dissolved organic matter (DOM) properties, especially for
the chromophoric/aromatic compounds. Microbial structure differed between
high-altitude and high-latitude thermokarst lakes, with the dominance of
Flavobacterium in high-altitude lakes, and the enrichment of
Polynucleobacter in high-latitude lakes. More importantly, climatic
variables were among the main drivers shaping the large-scale variation of
prokaryotic communities. Specifically, mean annual precipitation was the
best predictor for prokaryotic beta diversity across the Northern
Hemisphere, as well as in the high-altitude permafrost regions, while mean
annual air temperature played a key role in the high-latitude thermokarst
lakes. Main conclusions: Our findings demonstrate significant associations
between dominant taxa and DOM properties, as well as the important role of
climatic factors in affecting prokaryotic communities. These findings
suggest that climatic change may alter DOM conditions and induce dynamics
in prokaryotic communities of thermokarst lake water in the Northern
Hemisphere. |
doi_str_mv | 10.5061/dryad.ngf1vhj04 |
format | Dataset |
fullrecord | <record><control><sourceid>datacite_PQ8</sourceid><recordid>TN_cdi_datacite_primary_10_5061_dryad_ngf1vhj04</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>10_5061_dryad_ngf1vhj04</sourcerecordid><originalsourceid>FETCH-datacite_primary_10_5061_dryad_ngf1vhj043</originalsourceid><addsrcrecordid>eNqVjr0OwjAMhLMwIGBm9QvQNuLnBRCoE2Jgj6zEpaFNUjmhqG9PixA70510d_YnxFoW2b44yNzwgCbz90r29aPYzYW5YkrEPgJ6A4ZtTxwhVNBxaJCHkKwGHZx7epssRbAeUk3spjQmaLEheOF4AlBziBEugaeCh5Kcjd1oaSlmFbaRVl9diPx8uh3LjcGE2iZSHVs3flOyUBOn-nCqH-f2_8UbxpVTBA</addsrcrecordid><sourcetype>Publisher</sourcetype><iscdi>true</iscdi><recordtype>dataset</recordtype></control><display><type>dataset</type><title>Patterns and drivers of prokaryotic communities in thermokarst lake water across Northern Hemisphere</title><source>DataCite</source><creator>Kang, Luyao ; Chen, Leiyi ; Li, Ziliang ; Wang, Jianjun ; Xue, Kai ; Deng, Ye ; Delgado-Baquerizo, Manuel ; Song, Yutong ; Zhang, Dianye ; Yang, Guibiao ; Zhou, Wei ; Liu, Xuning ; Liu, Futing ; Yang, Yuanhe</creator><creatorcontrib>Kang, Luyao ; Chen, Leiyi ; Li, Ziliang ; Wang, Jianjun ; Xue, Kai ; Deng, Ye ; Delgado-Baquerizo, Manuel ; Song, Yutong ; Zhang, Dianye ; Yang, Guibiao ; Zhou, Wei ; Liu, Xuning ; Liu, Futing ; Yang, Yuanhe</creatorcontrib><description>Aim: The formation of thermokarst lakes could make a large amount of
carbon accessible to microbial degradation, potentially intensifying the
permafrost carbon-climate feedback via carbon dioxide/methane emissions.
Because of their diverse functional roles, prokaryotes play a key role in
mediating biogeochemical cycles in thermokarst lakes. However, little is
known about the large-scale patterns and drivers of these communities.
Location: Permafrost regions in the Northern Hemisphere. Time Period:
Present day. Major taxa studied: Prokaryotes. Methods: Based on a
combination of large-scale measurements on the Tibetan Plateau and data
syntheses in pan-Arctic regions, we constructed a comprehensive dataset of
16S rRNA sequences from 258 thermokarst lakes across Northern Hemisphere
permafrost regions. We also used the local contributions to beta diversity
(LCBD) to characterize the variance of prokaryotic species composition and
screened underlying drivers by conducting a random forest modeling
analysis. Results: Prokaryotes in thermokarst lake water were dominated by
the orders Burkholderiales, Micrococcales, Flavobacteriales, and
Frankiales. The relative abundance of dominant taxa was positively
associated with dissolved organic matter (DOM) properties, especially for
the chromophoric/aromatic compounds. Microbial structure differed between
high-altitude and high-latitude thermokarst lakes, with the dominance of
Flavobacterium in high-altitude lakes, and the enrichment of
Polynucleobacter in high-latitude lakes. More importantly, climatic
variables were among the main drivers shaping the large-scale variation of
prokaryotic communities. Specifically, mean annual precipitation was the
best predictor for prokaryotic beta diversity across the Northern
Hemisphere, as well as in the high-altitude permafrost regions, while mean
annual air temperature played a key role in the high-latitude thermokarst
lakes. Main conclusions: Our findings demonstrate significant associations
between dominant taxa and DOM properties, as well as the important role of
climatic factors in affecting prokaryotic communities. These findings
suggest that climatic change may alter DOM conditions and induce dynamics
in prokaryotic communities of thermokarst lake water in the Northern
Hemisphere.</description><identifier>DOI: 10.5061/dryad.ngf1vhj04</identifier><language>eng</language><publisher>Dryad</publisher><subject>beta diversity ; biogeochemical cycles ; FOS: Earth and related environmental sciences ; permafrost thawing ; prokaryotes ; S rRNA ; thermokarst lakes</subject><creationdate>2023</creationdate><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><orcidid>0009-0005-8390-8405</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>780,1894</link.rule.ids><linktorsrc>$$Uhttps://commons.datacite.org/doi.org/10.5061/dryad.ngf1vhj04$$EView_record_in_DataCite.org$$FView_record_in_$$GDataCite.org$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>Kang, Luyao</creatorcontrib><creatorcontrib>Chen, Leiyi</creatorcontrib><creatorcontrib>Li, Ziliang</creatorcontrib><creatorcontrib>Wang, Jianjun</creatorcontrib><creatorcontrib>Xue, Kai</creatorcontrib><creatorcontrib>Deng, Ye</creatorcontrib><creatorcontrib>Delgado-Baquerizo, Manuel</creatorcontrib><creatorcontrib>Song, Yutong</creatorcontrib><creatorcontrib>Zhang, Dianye</creatorcontrib><creatorcontrib>Yang, Guibiao</creatorcontrib><creatorcontrib>Zhou, Wei</creatorcontrib><creatorcontrib>Liu, Xuning</creatorcontrib><creatorcontrib>Liu, Futing</creatorcontrib><creatorcontrib>Yang, Yuanhe</creatorcontrib><title>Patterns and drivers of prokaryotic communities in thermokarst lake water across Northern Hemisphere</title><description>Aim: The formation of thermokarst lakes could make a large amount of
carbon accessible to microbial degradation, potentially intensifying the
permafrost carbon-climate feedback via carbon dioxide/methane emissions.
Because of their diverse functional roles, prokaryotes play a key role in
mediating biogeochemical cycles in thermokarst lakes. However, little is
known about the large-scale patterns and drivers of these communities.
Location: Permafrost regions in the Northern Hemisphere. Time Period:
Present day. Major taxa studied: Prokaryotes. Methods: Based on a
combination of large-scale measurements on the Tibetan Plateau and data
syntheses in pan-Arctic regions, we constructed a comprehensive dataset of
16S rRNA sequences from 258 thermokarst lakes across Northern Hemisphere
permafrost regions. We also used the local contributions to beta diversity
(LCBD) to characterize the variance of prokaryotic species composition and
screened underlying drivers by conducting a random forest modeling
analysis. Results: Prokaryotes in thermokarst lake water were dominated by
the orders Burkholderiales, Micrococcales, Flavobacteriales, and
Frankiales. The relative abundance of dominant taxa was positively
associated with dissolved organic matter (DOM) properties, especially for
the chromophoric/aromatic compounds. Microbial structure differed between
high-altitude and high-latitude thermokarst lakes, with the dominance of
Flavobacterium in high-altitude lakes, and the enrichment of
Polynucleobacter in high-latitude lakes. More importantly, climatic
variables were among the main drivers shaping the large-scale variation of
prokaryotic communities. Specifically, mean annual precipitation was the
best predictor for prokaryotic beta diversity across the Northern
Hemisphere, as well as in the high-altitude permafrost regions, while mean
annual air temperature played a key role in the high-latitude thermokarst
lakes. Main conclusions: Our findings demonstrate significant associations
between dominant taxa and DOM properties, as well as the important role of
climatic factors in affecting prokaryotic communities. These findings
suggest that climatic change may alter DOM conditions and induce dynamics
in prokaryotic communities of thermokarst lake water in the Northern
Hemisphere.</description><subject>beta diversity</subject><subject>biogeochemical cycles</subject><subject>FOS: Earth and related environmental sciences</subject><subject>permafrost thawing</subject><subject>prokaryotes</subject><subject>S rRNA</subject><subject>thermokarst lakes</subject><fulltext>true</fulltext><rsrctype>dataset</rsrctype><creationdate>2023</creationdate><recordtype>dataset</recordtype><sourceid>PQ8</sourceid><recordid>eNqVjr0OwjAMhLMwIGBm9QvQNuLnBRCoE2Jgj6zEpaFNUjmhqG9PixA70510d_YnxFoW2b44yNzwgCbz90r29aPYzYW5YkrEPgJ6A4ZtTxwhVNBxaJCHkKwGHZx7epssRbAeUk3spjQmaLEheOF4AlBziBEugaeCh5Kcjd1oaSlmFbaRVl9diPx8uh3LjcGE2iZSHVs3flOyUBOn-nCqH-f2_8UbxpVTBA</recordid><startdate>20231004</startdate><enddate>20231004</enddate><creator>Kang, Luyao</creator><creator>Chen, Leiyi</creator><creator>Li, Ziliang</creator><creator>Wang, Jianjun</creator><creator>Xue, Kai</creator><creator>Deng, Ye</creator><creator>Delgado-Baquerizo, Manuel</creator><creator>Song, Yutong</creator><creator>Zhang, Dianye</creator><creator>Yang, Guibiao</creator><creator>Zhou, Wei</creator><creator>Liu, Xuning</creator><creator>Liu, Futing</creator><creator>Yang, Yuanhe</creator><general>Dryad</general><scope>DYCCY</scope><scope>PQ8</scope><orcidid>https://orcid.org/0009-0005-8390-8405</orcidid></search><sort><creationdate>20231004</creationdate><title>Patterns and drivers of prokaryotic communities in thermokarst lake water across Northern Hemisphere</title><author>Kang, Luyao ; Chen, Leiyi ; Li, Ziliang ; Wang, Jianjun ; Xue, Kai ; Deng, Ye ; Delgado-Baquerizo, Manuel ; Song, Yutong ; Zhang, Dianye ; Yang, Guibiao ; Zhou, Wei ; Liu, Xuning ; Liu, Futing ; Yang, Yuanhe</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-datacite_primary_10_5061_dryad_ngf1vhj043</frbrgroupid><rsrctype>datasets</rsrctype><prefilter>datasets</prefilter><language>eng</language><creationdate>2023</creationdate><topic>beta diversity</topic><topic>biogeochemical cycles</topic><topic>FOS: Earth and related environmental sciences</topic><topic>permafrost thawing</topic><topic>prokaryotes</topic><topic>S rRNA</topic><topic>thermokarst lakes</topic><toplevel>online_resources</toplevel><creatorcontrib>Kang, Luyao</creatorcontrib><creatorcontrib>Chen, Leiyi</creatorcontrib><creatorcontrib>Li, Ziliang</creatorcontrib><creatorcontrib>Wang, Jianjun</creatorcontrib><creatorcontrib>Xue, Kai</creatorcontrib><creatorcontrib>Deng, Ye</creatorcontrib><creatorcontrib>Delgado-Baquerizo, Manuel</creatorcontrib><creatorcontrib>Song, Yutong</creatorcontrib><creatorcontrib>Zhang, Dianye</creatorcontrib><creatorcontrib>Yang, Guibiao</creatorcontrib><creatorcontrib>Zhou, Wei</creatorcontrib><creatorcontrib>Liu, Xuning</creatorcontrib><creatorcontrib>Liu, Futing</creatorcontrib><creatorcontrib>Yang, Yuanhe</creatorcontrib><collection>DataCite (Open Access)</collection><collection>DataCite</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Kang, Luyao</au><au>Chen, Leiyi</au><au>Li, Ziliang</au><au>Wang, Jianjun</au><au>Xue, Kai</au><au>Deng, Ye</au><au>Delgado-Baquerizo, Manuel</au><au>Song, Yutong</au><au>Zhang, Dianye</au><au>Yang, Guibiao</au><au>Zhou, Wei</au><au>Liu, Xuning</au><au>Liu, Futing</au><au>Yang, Yuanhe</au><format>book</format><genre>unknown</genre><ristype>DATA</ristype><title>Patterns and drivers of prokaryotic communities in thermokarst lake water across Northern Hemisphere</title><date>2023-10-04</date><risdate>2023</risdate><abstract>Aim: The formation of thermokarst lakes could make a large amount of
carbon accessible to microbial degradation, potentially intensifying the
permafrost carbon-climate feedback via carbon dioxide/methane emissions.
Because of their diverse functional roles, prokaryotes play a key role in
mediating biogeochemical cycles in thermokarst lakes. However, little is
known about the large-scale patterns and drivers of these communities.
Location: Permafrost regions in the Northern Hemisphere. Time Period:
Present day. Major taxa studied: Prokaryotes. Methods: Based on a
combination of large-scale measurements on the Tibetan Plateau and data
syntheses in pan-Arctic regions, we constructed a comprehensive dataset of
16S rRNA sequences from 258 thermokarst lakes across Northern Hemisphere
permafrost regions. We also used the local contributions to beta diversity
(LCBD) to characterize the variance of prokaryotic species composition and
screened underlying drivers by conducting a random forest modeling
analysis. Results: Prokaryotes in thermokarst lake water were dominated by
the orders Burkholderiales, Micrococcales, Flavobacteriales, and
Frankiales. The relative abundance of dominant taxa was positively
associated with dissolved organic matter (DOM) properties, especially for
the chromophoric/aromatic compounds. Microbial structure differed between
high-altitude and high-latitude thermokarst lakes, with the dominance of
Flavobacterium in high-altitude lakes, and the enrichment of
Polynucleobacter in high-latitude lakes. More importantly, climatic
variables were among the main drivers shaping the large-scale variation of
prokaryotic communities. Specifically, mean annual precipitation was the
best predictor for prokaryotic beta diversity across the Northern
Hemisphere, as well as in the high-altitude permafrost regions, while mean
annual air temperature played a key role in the high-latitude thermokarst
lakes. Main conclusions: Our findings demonstrate significant associations
between dominant taxa and DOM properties, as well as the important role of
climatic factors in affecting prokaryotic communities. These findings
suggest that climatic change may alter DOM conditions and induce dynamics
in prokaryotic communities of thermokarst lake water in the Northern
Hemisphere.</abstract><pub>Dryad</pub><doi>10.5061/dryad.ngf1vhj04</doi><orcidid>https://orcid.org/0009-0005-8390-8405</orcidid><oa>free_for_read</oa></addata></record> |
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identifier | DOI: 10.5061/dryad.ngf1vhj04 |
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subjects | beta diversity biogeochemical cycles FOS: Earth and related environmental sciences permafrost thawing prokaryotes S rRNA thermokarst lakes |
title | Patterns and drivers of prokaryotic communities in thermokarst lake water across Northern Hemisphere |
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