Spatial patterns and environmental controls of particulate organic carbon in surface waters in the conterminous United States
Carbon cycling in inland waters has been identified as an important, but poorly constrained component of the global carbon cycle. In this study, we compile and analyze particulate organic carbon (POC) concentration data from 1145U.S. Geological Survey (USGS) gauge stations to investigate the spatial...
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description | Carbon cycling in inland waters has been identified as an important, but poorly constrained component of the global carbon cycle. In this study, we compile and analyze particulate organic carbon (POC) concentration data from 1145U.S. Geological Survey (USGS) gauge stations to investigate the spatial variability and environmental controls of POC concentration. We observe substantial spatial variability in POC concentration (1.43±2.56mgC/L, mean±one standard deviation), with the Upper Mississippi River basin and the Piedmont region in the eastern U.S. having the highest POC concentration. Further, we employ generalized linear models (GLMs) to analyze the impacts of sediment transport and algae growth as well as twenty-one other environmental factors on the POC variability. Suspended sediment and chlorophyll-a explain 26% and 17% of the variability in POC concentration, respectively. At the national level, the twenty-one environmental factors combined can explain ca. 40% of the spatial variance in POC concentration. At the national scale, urban area and soil clay content show significant negative correlations with POC concentration, whereas soil water content and soil bulk density correlate positively with POC. In addition, total phosphorus concentration and dam density correlate positively with POC concentration. Furthermore, regional scale analyses reveal substantial variation in environmental controls of POC concentration across eighteen major water resource regions in the U.S. The POC concentration and associated environmental controls also vary non-monotonically from headwaters to large rivers. These findings indicate complex interactions among multiple factors in regulating POC concentration over different spatial scales and across various sections of the river networks. This complexity, together with the large unexplained uncertainty, highlights the need for considering non-linear interplays of multiple environmental factors and developing appropriate methodologies to track the transformation and transport of POC along the terrestrial-aquatic interfaces.
The 1145 U.S. Geological Survey gauge stations and concentration of particulate organic carbon. [Display omitted]
•POC concentration varies substantially across surface waters in the United States.•Suspended sediment and chlorophyll-a explain 26% and 17% of the POC variability.•Twenty one environmental factors explain ca. 40% of the spatial variance in POC. |
doi_str_mv | 10.1016/j.scitotenv.2016.02.164 |
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The 1145 U.S. Geological Survey gauge stations and concentration of particulate organic carbon. [Display omitted]
•POC concentration varies substantially across surface waters in the United States.•Suspended sediment and chlorophyll-a explain 26% and 17% of the POC variability.•Twenty one environmental factors explain ca. 40% of the spatial variance in POC.</description><identifier>ISSN: 0048-9697</identifier><identifier>EISSN: 1879-1026</identifier><identifier>DOI: 10.1016/j.scitotenv.2016.02.164</identifier><identifier>PMID: 26956174</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Carbon - analysis ; Carbon Cycle ; Environmental control ; environmental factors ; Environmental Monitoring ; Fresh Water - chemistry ; Humic Substances - analysis ; Particulate organic carbon ; riverine carbon ; Spatial variability ; Uncertainty ; United States ; Water Pollutants - analysis</subject><ispartof>The Science of the total environment, 2016-06, Vol.554-555, p.266-275</ispartof><rights>2016 Elsevier B.V.</rights><rights>Copyright © 2016 Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c480t-ff606ea7166b1e615cbc3b60eea1ddaae2ba2011cfffded36dd6965cfa96cae3</citedby><cites>FETCH-LOGICAL-c480t-ff606ea7166b1e615cbc3b60eea1ddaae2ba2011cfffded36dd6965cfa96cae3</cites><orcidid>0000-0003-4711-7751 ; 0000000347117751</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.scitotenv.2016.02.164$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>230,314,778,782,883,3539,27913,27914,45984</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/26956174$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://www.osti.gov/biblio/1326148$$D View this record in Osti.gov$$Hfree_for_read</backlink></links><search><creatorcontrib>Yang, Qichun</creatorcontrib><creatorcontrib>Zhang, Xuesong</creatorcontrib><creatorcontrib>Xu, Xingya</creatorcontrib><creatorcontrib>Asrar, Ghassem R.</creatorcontrib><creatorcontrib>Smith, Richard A.</creatorcontrib><creatorcontrib>Shih, Jhih-Shyang</creatorcontrib><creatorcontrib>Duan, Shuiwang</creatorcontrib><creatorcontrib>Pacific Northwest National Lab. (PNNL), Richland, WA (United States)</creatorcontrib><title>Spatial patterns and environmental controls of particulate organic carbon in surface waters in the conterminous United States</title><title>The Science of the total environment</title><addtitle>Sci Total Environ</addtitle><description>Carbon cycling in inland waters has been identified as an important, but poorly constrained component of the global carbon cycle. In this study, we compile and analyze particulate organic carbon (POC) concentration data from 1145U.S. Geological Survey (USGS) gauge stations to investigate the spatial variability and environmental controls of POC concentration. We observe substantial spatial variability in POC concentration (1.43±2.56mgC/L, mean±one standard deviation), with the Upper Mississippi River basin and the Piedmont region in the eastern U.S. having the highest POC concentration. Further, we employ generalized linear models (GLMs) to analyze the impacts of sediment transport and algae growth as well as twenty-one other environmental factors on the POC variability. Suspended sediment and chlorophyll-a explain 26% and 17% of the variability in POC concentration, respectively. At the national level, the twenty-one environmental factors combined can explain ca. 40% of the spatial variance in POC concentration. At the national scale, urban area and soil clay content show significant negative correlations with POC concentration, whereas soil water content and soil bulk density correlate positively with POC. In addition, total phosphorus concentration and dam density correlate positively with POC concentration. Furthermore, regional scale analyses reveal substantial variation in environmental controls of POC concentration across eighteen major water resource regions in the U.S. The POC concentration and associated environmental controls also vary non-monotonically from headwaters to large rivers. These findings indicate complex interactions among multiple factors in regulating POC concentration over different spatial scales and across various sections of the river networks. This complexity, together with the large unexplained uncertainty, highlights the need for considering non-linear interplays of multiple environmental factors and developing appropriate methodologies to track the transformation and transport of POC along the terrestrial-aquatic interfaces.
The 1145 U.S. Geological Survey gauge stations and concentration of particulate organic carbon. [Display omitted]
•POC concentration varies substantially across surface waters in the United States.•Suspended sediment and chlorophyll-a explain 26% and 17% of the POC variability.•Twenty one environmental factors explain ca. 40% of the spatial variance in POC.</description><subject>Carbon - analysis</subject><subject>Carbon Cycle</subject><subject>Environmental control</subject><subject>environmental factors</subject><subject>Environmental Monitoring</subject><subject>Fresh Water - chemistry</subject><subject>Humic Substances - analysis</subject><subject>Particulate organic carbon</subject><subject>riverine carbon</subject><subject>Spatial variability</subject><subject>Uncertainty</subject><subject>United States</subject><subject>Water Pollutants - analysis</subject><issn>0048-9697</issn><issn>1879-1026</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqNkctu1TAQhi1ERQ8trwAWKzZJPbnYybKquEmVWLRdW449pj5K7IPttGLBu-NwSrfgzUgz31z8_4S8A1YDA36xr5N2OWT0D3VTEjVrauDdC7KDQYwVsIa_JDvGuqEa-ShOyeuU9qw8McArctrwsecguh35dXNQ2amZlpAx-kSVN7SMdTH4BX0uJR18jmFONNiCxez0OquMNMTvyjtNtYpT8NR5mtZolUb6WMoxbZl8j3_6MS7OhzXRO-8yGnqTC5LOyYlVc8I3T_GM3H76eHv1pbr-9vnr1eV1pbuB5cpazjgqAZxPgBx6Pel24gxRgTFKYTOpogJoa61B03Jj-Mh7bdXItcL2jLw_jg0pO7kph_q-XOVRZwltw6EbCvThCB1i-LFiynJxSeM8K4_lcAli6JsOBtb9ByrEOPT92BZUHFEdQ0oRrTxEt6j4UwKTm5VyL5-tlJuVkjWyWFk63z4tWacFzXPfX-8KcHkEsCj34DBug9BrNC5uHzPB_XPJb4_tuI4</recordid><startdate>20160601</startdate><enddate>20160601</enddate><creator>Yang, Qichun</creator><creator>Zhang, Xuesong</creator><creator>Xu, Xingya</creator><creator>Asrar, Ghassem R.</creator><creator>Smith, Richard A.</creator><creator>Shih, Jhih-Shyang</creator><creator>Duan, Shuiwang</creator><general>Elsevier B.V</general><general>Elsevier</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>7ST</scope><scope>C1K</scope><scope>SOI</scope><scope>OTOTI</scope><orcidid>https://orcid.org/0000-0003-4711-7751</orcidid><orcidid>https://orcid.org/0000000347117751</orcidid></search><sort><creationdate>20160601</creationdate><title>Spatial patterns and environmental controls of particulate organic carbon in surface waters in the conterminous United States</title><author>Yang, Qichun ; Zhang, Xuesong ; Xu, Xingya ; Asrar, Ghassem R. ; Smith, Richard A. ; Shih, Jhih-Shyang ; Duan, Shuiwang</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c480t-ff606ea7166b1e615cbc3b60eea1ddaae2ba2011cfffded36dd6965cfa96cae3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Carbon - analysis</topic><topic>Carbon Cycle</topic><topic>Environmental control</topic><topic>environmental factors</topic><topic>Environmental Monitoring</topic><topic>Fresh Water - chemistry</topic><topic>Humic Substances - analysis</topic><topic>Particulate organic carbon</topic><topic>riverine carbon</topic><topic>Spatial variability</topic><topic>Uncertainty</topic><topic>United States</topic><topic>Water Pollutants - analysis</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yang, Qichun</creatorcontrib><creatorcontrib>Zhang, Xuesong</creatorcontrib><creatorcontrib>Xu, Xingya</creatorcontrib><creatorcontrib>Asrar, Ghassem R.</creatorcontrib><creatorcontrib>Smith, Richard A.</creatorcontrib><creatorcontrib>Shih, Jhih-Shyang</creatorcontrib><creatorcontrib>Duan, Shuiwang</creatorcontrib><creatorcontrib>Pacific Northwest National Lab. (PNNL), Richland, WA (United States)</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>Environment Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Environment Abstracts</collection><collection>OSTI.GOV</collection><jtitle>The Science of the total environment</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Yang, Qichun</au><au>Zhang, Xuesong</au><au>Xu, Xingya</au><au>Asrar, Ghassem R.</au><au>Smith, Richard A.</au><au>Shih, Jhih-Shyang</au><au>Duan, Shuiwang</au><aucorp>Pacific Northwest National Lab. (PNNL), Richland, WA (United States)</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Spatial patterns and environmental controls of particulate organic carbon in surface waters in the conterminous United States</atitle><jtitle>The Science of the total environment</jtitle><addtitle>Sci Total Environ</addtitle><date>2016-06-01</date><risdate>2016</risdate><volume>554-555</volume><spage>266</spage><epage>275</epage><pages>266-275</pages><issn>0048-9697</issn><eissn>1879-1026</eissn><abstract>Carbon cycling in inland waters has been identified as an important, but poorly constrained component of the global carbon cycle. In this study, we compile and analyze particulate organic carbon (POC) concentration data from 1145U.S. Geological Survey (USGS) gauge stations to investigate the spatial variability and environmental controls of POC concentration. We observe substantial spatial variability in POC concentration (1.43±2.56mgC/L, mean±one standard deviation), with the Upper Mississippi River basin and the Piedmont region in the eastern U.S. having the highest POC concentration. Further, we employ generalized linear models (GLMs) to analyze the impacts of sediment transport and algae growth as well as twenty-one other environmental factors on the POC variability. Suspended sediment and chlorophyll-a explain 26% and 17% of the variability in POC concentration, respectively. At the national level, the twenty-one environmental factors combined can explain ca. 40% of the spatial variance in POC concentration. At the national scale, urban area and soil clay content show significant negative correlations with POC concentration, whereas soil water content and soil bulk density correlate positively with POC. In addition, total phosphorus concentration and dam density correlate positively with POC concentration. Furthermore, regional scale analyses reveal substantial variation in environmental controls of POC concentration across eighteen major water resource regions in the U.S. The POC concentration and associated environmental controls also vary non-monotonically from headwaters to large rivers. These findings indicate complex interactions among multiple factors in regulating POC concentration over different spatial scales and across various sections of the river networks. This complexity, together with the large unexplained uncertainty, highlights the need for considering non-linear interplays of multiple environmental factors and developing appropriate methodologies to track the transformation and transport of POC along the terrestrial-aquatic interfaces.
The 1145 U.S. Geological Survey gauge stations and concentration of particulate organic carbon. [Display omitted]
•POC concentration varies substantially across surface waters in the United States.•Suspended sediment and chlorophyll-a explain 26% and 17% of the POC variability.•Twenty one environmental factors explain ca. 40% of the spatial variance in POC.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>26956174</pmid><doi>10.1016/j.scitotenv.2016.02.164</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0003-4711-7751</orcidid><orcidid>https://orcid.org/0000000347117751</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Carbon - analysis Carbon Cycle Environmental control environmental factors Environmental Monitoring Fresh Water - chemistry Humic Substances - analysis Particulate organic carbon riverine carbon Spatial variability Uncertainty United States Water Pollutants - analysis |
title | Spatial patterns and environmental controls of particulate organic carbon in surface waters in the conterminous United States |
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