Point source pollution influences water quality of Patagonian streams more than land cover
Understanding how anthropogenic activities affect water quality is crucial for water resource management and protection. We explored the relationship between land cover variables, point sources of pollution, and water quality in north‐western Patagonian streams during the summer of 2019. We measured...
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Veröffentlicht in: | River research and applications 2022-01, Vol.38 (1), p.69-79 |
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description | Understanding how anthropogenic activities affect water quality is crucial for water resource management and protection. We explored the relationship between land cover variables, point sources of pollution, and water quality in north‐western Patagonian streams during the summer of 2019. We measured eight water quality parameters at 103 sampling sites, and used a self‐organizing map to cluster, analyse, and visualize our data. We also used boosted regression trees to model the relationship between land cover, position with respect to the nearest point source of pollution, and each water quality parameter. We found that water quality was generally good, with just 15 sites showing signs of severe anthropogenic degradation. Boosted regression trees revealed that the spatial variation in water quality was mainly driven by the presence of point sources of pollution, whereas land cover variables generally had a modest effect. The overall good condition of the streams in the study area indicates that in contrast with more impacted regions of the world, water quality management in Patagonia should focus on water quality preservation, not water quality restoration. |
doi_str_mv | 10.1002/rra.3881 |
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We explored the relationship between land cover variables, point sources of pollution, and water quality in north‐western Patagonian streams during the summer of 2019. We measured eight water quality parameters at 103 sampling sites, and used a self‐organizing map to cluster, analyse, and visualize our data. We also used boosted regression trees to model the relationship between land cover, position with respect to the nearest point source of pollution, and each water quality parameter. We found that water quality was generally good, with just 15 sites showing signs of severe anthropogenic degradation. Boosted regression trees revealed that the spatial variation in water quality was mainly driven by the presence of point sources of pollution, whereas land cover variables generally had a modest effect. The overall good condition of the streams in the study area indicates that in contrast with more impacted regions of the world, water quality management in Patagonia should focus on water quality preservation, not water quality restoration.</description><identifier>ISSN: 1535-1459</identifier><identifier>EISSN: 1535-1467</identifier><identifier>DOI: 10.1002/rra.3881</identifier><language>eng</language><publisher>Chichester, UK: John Wiley & Sons, Ltd</publisher><subject>Anthropogenic factors ; conductivity ; Human influences ; Land cover ; Land pollution ; nutrients ; Parameters ; Patagonia ; Point source pollution ; Pollution sources ; Quality management ; Regression analysis ; Regression models ; Resource management ; Restoration ; Rivers ; self‐organizing map ; Spatial variations ; Streams ; Trees ; water management ; Water pollution ; Water quality ; Water quality management ; Water quality measurements ; Water resources ; Water resources management</subject><ispartof>River research and applications, 2022-01, Vol.38 (1), p.69-79</ispartof><rights>2021 John Wiley & Sons Ltd.</rights><rights>2022 John Wiley & Sons, Ltd.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3591-3d3db8381ad3c6b04f43814a523fbed3e60e8c72255ad187372e80e8746806a63</citedby><cites>FETCH-LOGICAL-c3591-3d3db8381ad3c6b04f43814a523fbed3e60e8c72255ad187372e80e8746806a63</cites><orcidid>0000-0001-9480-527X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Frra.3881$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Frra.3881$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,776,780,1411,27901,27902,45550,45551</link.rule.ids></links><search><creatorcontrib>Williams‐Subiza, Emilio A.</creatorcontrib><creatorcontrib>Assef, Yanina A.</creatorcontrib><creatorcontrib>Brand, Cecilia</creatorcontrib><title>Point source pollution influences water quality of Patagonian streams more than land cover</title><title>River research and applications</title><description>Understanding how anthropogenic activities affect water quality is crucial for water resource management and protection. We explored the relationship between land cover variables, point sources of pollution, and water quality in north‐western Patagonian streams during the summer of 2019. We measured eight water quality parameters at 103 sampling sites, and used a self‐organizing map to cluster, analyse, and visualize our data. We also used boosted regression trees to model the relationship between land cover, position with respect to the nearest point source of pollution, and each water quality parameter. We found that water quality was generally good, with just 15 sites showing signs of severe anthropogenic degradation. Boosted regression trees revealed that the spatial variation in water quality was mainly driven by the presence of point sources of pollution, whereas land cover variables generally had a modest effect. The overall good condition of the streams in the study area indicates that in contrast with more impacted regions of the world, water quality management in Patagonia should focus on water quality preservation, not water quality restoration.</description><subject>Anthropogenic factors</subject><subject>conductivity</subject><subject>Human influences</subject><subject>Land cover</subject><subject>Land pollution</subject><subject>nutrients</subject><subject>Parameters</subject><subject>Patagonia</subject><subject>Point source pollution</subject><subject>Pollution sources</subject><subject>Quality management</subject><subject>Regression analysis</subject><subject>Regression models</subject><subject>Resource management</subject><subject>Restoration</subject><subject>Rivers</subject><subject>self‐organizing map</subject><subject>Spatial variations</subject><subject>Streams</subject><subject>Trees</subject><subject>water management</subject><subject>Water pollution</subject><subject>Water quality</subject><subject>Water quality management</subject><subject>Water quality measurements</subject><subject>Water resources</subject><subject>Water resources management</subject><issn>1535-1459</issn><issn>1535-1467</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNp1kE1LAzEQhoMoWKvgTwh48bI12Wyy6bEUv6BgKXrxEtLsrG5JkzbJWvrvTa148zQzLw8zzIPQNSUjSkh5F4IeMSnpCRpQznhBK1Gf_vV8fI4uYlwRQms5lgP0PvedSzj6PhjAG29tnzrvcOda24MzEPFOJwh422vbpT32LZ7rpD-867TDMQXQ64jXPgBOnzmx2jXY-C8Il-is1TbC1W8doreH-9fpUzF7eXyeTmaFYXxMC9awZimZpLphRixJ1VZ5qDQvWbuEhoEgIE1dlpzrhsqa1SXIHNWVkERowYbo5rh3E_y2h5jUKn_j8klVCiqoZJTzTN0eKRN8jAFatQndWoe9okQdzKlsTh3MZbQ4orvOwv5fTi0Wkx_-G14Ab3w</recordid><startdate>202201</startdate><enddate>202201</enddate><creator>Williams‐Subiza, Emilio A.</creator><creator>Assef, Yanina A.</creator><creator>Brand, Cecilia</creator><general>John Wiley & Sons, Ltd</general><general>Wiley Subscription Services, Inc</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7QH</scope><scope>7SN</scope><scope>7SS</scope><scope>7ST</scope><scope>7UA</scope><scope>C1K</scope><scope>F1W</scope><scope>H95</scope><scope>H96</scope><scope>L.G</scope><scope>SOI</scope><orcidid>https://orcid.org/0000-0001-9480-527X</orcidid></search><sort><creationdate>202201</creationdate><title>Point source pollution influences water quality of Patagonian streams more than land cover</title><author>Williams‐Subiza, Emilio A. ; 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We explored the relationship between land cover variables, point sources of pollution, and water quality in north‐western Patagonian streams during the summer of 2019. We measured eight water quality parameters at 103 sampling sites, and used a self‐organizing map to cluster, analyse, and visualize our data. We also used boosted regression trees to model the relationship between land cover, position with respect to the nearest point source of pollution, and each water quality parameter. We found that water quality was generally good, with just 15 sites showing signs of severe anthropogenic degradation. Boosted regression trees revealed that the spatial variation in water quality was mainly driven by the presence of point sources of pollution, whereas land cover variables generally had a modest effect. 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subjects | Anthropogenic factors conductivity Human influences Land cover Land pollution nutrients Parameters Patagonia Point source pollution Pollution sources Quality management Regression analysis Regression models Resource management Restoration Rivers self‐organizing map Spatial variations Streams Trees water management Water pollution Water quality Water quality management Water quality measurements Water resources Water resources management |
title | Point source pollution influences water quality of Patagonian streams more than land cover |
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