Modelling PFAS transport in Lake Ekoln: Implications for drinking water safety in the stockholm region
Per- and polyfluoroalkyl substances (PFAS) are found frequently in both groundwater and surface water sources across Sweden posing challenges to drinking water supply. Lake Ekoln is located south of Uppsala and is the basin of Lake Mälaren; Lake Mälaren is the third largest lake in Sweden and is the...
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Veröffentlicht in: | Environmental pollution (1987) 2025, Vol.367, p.125581, Article 125581 |
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container_title | Environmental pollution (1987) |
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creator | Sokolova, Ekaterina Prajapati, Prajwol Ekman, Frida Maharjan, Namika Lindqvist, Sandra Kjellin, Johan Karlsson, Anna Bondelind, Mia Ahrens, Lutz Köhler, Stephan |
description | Per- and polyfluoroalkyl substances (PFAS) are found frequently in both groundwater and surface water sources across Sweden posing challenges to drinking water supply. Lake Ekoln is located south of Uppsala and is the basin of Lake Mälaren; Lake Mälaren is the third largest lake in Sweden and is the drinking water source for more than two million people. The aim of this study was to simulate the fate and transport of PFAS in Lake Ekoln during the period 2017–2020 using three-dimensional hydrodynamic modelling. The simulated water temperatures were in agreement with the observed water temperatures. The simulated PFAS concentrations were generally in agreement with the available measurements, but the lack of measurements made the comparison uncertain. The modelling results described the seasonal variations of PFAS in Lake Ekoln informing the operation of the drinking water treatment plants located downstream. The modelling results confirmed that the main inflow to the lake – the river Fyrisån – is the main source of PFAS to Lake Ekoln, highlighting the importance of mitigating this source in the context of ensuring safe drinking water supply in the Stockholm region. Regular monitoring of PFAS in the river Fyrisån is needed, and additional measurements in Lake Ekoln would facilitate further model development.
[Display omitted]
•PFAS fate and transport was simulated in Lake Ekoln during 2017–2020.•Simulated water temperatures matched observed data.•PFAS simulations aligned with measurements, but the data lacked certainty.•Modelling highlighted spatio-temporal distribution of PFAS in the lake.•The main tributary – the river Fyrisån – is the main PFAS source to Lake Ekoln. |
doi_str_mv | 10.1016/j.envpol.2024.125581 |
format | Article |
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[Display omitted]
•PFAS fate and transport was simulated in Lake Ekoln during 2017–2020.•Simulated water temperatures matched observed data.•PFAS simulations aligned with measurements, but the data lacked certainty.•Modelling highlighted spatio-temporal distribution of PFAS in the lake.•The main tributary – the river Fyrisån – is the main PFAS source to Lake Ekoln.</description><identifier>ISSN: 0269-7491</identifier><identifier>ISSN: 1873-6424</identifier><identifier>EISSN: 1873-6424</identifier><identifier>DOI: 10.1016/j.envpol.2024.125581</identifier><identifier>PMID: 39725198</identifier><language>eng</language><publisher>England: Elsevier Ltd</publisher><subject>Drinking water ; Environmental Sciences ; Hydrodynamic model ; Miljövetenskap ; Oceanografi, hydrologi, vattenresurser ; Oceanography, Hydrology, Water Resources ; PFAS ; PFHxS ; PFOS ; Water quality model</subject><ispartof>Environmental pollution (1987), 2025, Vol.367, p.125581, Article 125581</ispartof><rights>2024 The Author(s)</rights><rights>Copyright © 2024 The Author(s). Published by Elsevier Ltd.. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c2713-134089b75a09f5ce1a248aab63a4b76336f4436ff8085f89b2a694d91856ff273</cites><orcidid>0000-0002-5715-8007 ; 0000-0002-5430-6764 ; 0009-0005-2686-9606</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S026974912402298X$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>230,314,550,776,780,881,3537,4010,27900,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39725198$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://research.chalmers.se/publication/544593$$DView record from Swedish Publication Index$$Hfree_for_read</backlink><backlink>$$Uhttps://res.slu.se/id/publ/140033$$DView record from Swedish Publication Index$$Hfree_for_read</backlink></links><search><creatorcontrib>Sokolova, Ekaterina</creatorcontrib><creatorcontrib>Prajapati, Prajwol</creatorcontrib><creatorcontrib>Ekman, Frida</creatorcontrib><creatorcontrib>Maharjan, Namika</creatorcontrib><creatorcontrib>Lindqvist, Sandra</creatorcontrib><creatorcontrib>Kjellin, Johan</creatorcontrib><creatorcontrib>Karlsson, Anna</creatorcontrib><creatorcontrib>Bondelind, Mia</creatorcontrib><creatorcontrib>Ahrens, Lutz</creatorcontrib><creatorcontrib>Köhler, Stephan</creatorcontrib><creatorcontrib>Sveriges lantbruksuniversitet</creatorcontrib><title>Modelling PFAS transport in Lake Ekoln: Implications for drinking water safety in the stockholm region</title><title>Environmental pollution (1987)</title><addtitle>Environ Pollut</addtitle><description>Per- and polyfluoroalkyl substances (PFAS) are found frequently in both groundwater and surface water sources across Sweden posing challenges to drinking water supply. Lake Ekoln is located south of Uppsala and is the basin of Lake Mälaren; Lake Mälaren is the third largest lake in Sweden and is the drinking water source for more than two million people. The aim of this study was to simulate the fate and transport of PFAS in Lake Ekoln during the period 2017–2020 using three-dimensional hydrodynamic modelling. The simulated water temperatures were in agreement with the observed water temperatures. The simulated PFAS concentrations were generally in agreement with the available measurements, but the lack of measurements made the comparison uncertain. The modelling results described the seasonal variations of PFAS in Lake Ekoln informing the operation of the drinking water treatment plants located downstream. The modelling results confirmed that the main inflow to the lake – the river Fyrisån – is the main source of PFAS to Lake Ekoln, highlighting the importance of mitigating this source in the context of ensuring safe drinking water supply in the Stockholm region. Regular monitoring of PFAS in the river Fyrisån is needed, and additional measurements in Lake Ekoln would facilitate further model development.
[Display omitted]
•PFAS fate and transport was simulated in Lake Ekoln during 2017–2020.•Simulated water temperatures matched observed data.•PFAS simulations aligned with measurements, but the data lacked certainty.•Modelling highlighted spatio-temporal distribution of PFAS in the lake.•The main tributary – the river Fyrisån – is the main PFAS source to Lake Ekoln.</description><subject>Drinking water</subject><subject>Environmental Sciences</subject><subject>Hydrodynamic model</subject><subject>Miljövetenskap</subject><subject>Oceanografi, hydrologi, vattenresurser</subject><subject>Oceanography, Hydrology, Water Resources</subject><subject>PFAS</subject><subject>PFHxS</subject><subject>PFOS</subject><subject>Water quality model</subject><issn>0269-7491</issn><issn>1873-6424</issn><issn>1873-6424</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2025</creationdate><recordtype>article</recordtype><sourceid>D8T</sourceid><recordid>eNp9kc1u1DAUhS0EosPAGyCUJZsZ_JvELJCqqoVKg0AqrK0b57rjmSQOdqZV376OUrqDja9kne9c-xxC3jO6ZZSVnw5bHO7G0G055XLLuFI1e0FWrK7EppRcviQryku9qaRmZ-RNSgdKqRRCvCZnQldcMV2viPseWuw6P9wWP6_Ob4opwpDGEKfCD8UOjlhcHkM3fC6u-7HzFiYfhlS4EIs2-uE4c_cwYSwSOJweZmraY5GmYI_70PVFxNuMvCWvHHQJ3z3NNfl9dfnr4ttm9-Pr9cX5bmN5xcSGCUlr3VQKqHbKIgMua4CmFCCbqhSidFLmw9W0Vi4rOZRatprVKl_ySqzJdvFN9zieGjNG30N8MAG8Sd2pgTgPk9AwSWkOY01u_glETAjR7o3dQ9djTDPHBaJwtTJtqZSRjoOBptJGoAXGXY1gdXb9uLiOMfw5YZpM75PNOcOA4ZSMYFIryTRVWSoXqY0hpYju-QmMmrloczBL0WYu2ixFZ-zD04ZT02P7DP1tNgu-LALMcd95zB-3HgeLrY9oJ9MG__8Njyn4vIw</recordid><startdate>2025</startdate><enddate>2025</enddate><creator>Sokolova, Ekaterina</creator><creator>Prajapati, Prajwol</creator><creator>Ekman, Frida</creator><creator>Maharjan, Namika</creator><creator>Lindqvist, Sandra</creator><creator>Kjellin, Johan</creator><creator>Karlsson, Anna</creator><creator>Bondelind, Mia</creator><creator>Ahrens, Lutz</creator><creator>Köhler, Stephan</creator><general>Elsevier Ltd</general><scope>6I.</scope><scope>AAFTH</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>ABBSD</scope><scope>ADTPV</scope><scope>AOWAS</scope><scope>D8T</scope><scope>F1S</scope><scope>ZZAVC</scope><orcidid>https://orcid.org/0000-0002-5715-8007</orcidid><orcidid>https://orcid.org/0000-0002-5430-6764</orcidid><orcidid>https://orcid.org/0009-0005-2686-9606</orcidid></search><sort><creationdate>2025</creationdate><title>Modelling PFAS transport in Lake Ekoln: Implications for drinking water safety in the stockholm region</title><author>Sokolova, Ekaterina ; Prajapati, Prajwol ; Ekman, Frida ; Maharjan, Namika ; Lindqvist, Sandra ; Kjellin, Johan ; Karlsson, Anna ; Bondelind, Mia ; Ahrens, Lutz ; Köhler, Stephan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c2713-134089b75a09f5ce1a248aab63a4b76336f4436ff8085f89b2a694d91856ff273</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2025</creationdate><topic>Drinking water</topic><topic>Environmental Sciences</topic><topic>Hydrodynamic model</topic><topic>Miljövetenskap</topic><topic>Oceanografi, hydrologi, vattenresurser</topic><topic>Oceanography, Hydrology, Water Resources</topic><topic>PFAS</topic><topic>PFHxS</topic><topic>PFOS</topic><topic>Water quality model</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Sokolova, Ekaterina</creatorcontrib><creatorcontrib>Prajapati, Prajwol</creatorcontrib><creatorcontrib>Ekman, Frida</creatorcontrib><creatorcontrib>Maharjan, Namika</creatorcontrib><creatorcontrib>Lindqvist, Sandra</creatorcontrib><creatorcontrib>Kjellin, Johan</creatorcontrib><creatorcontrib>Karlsson, Anna</creatorcontrib><creatorcontrib>Bondelind, Mia</creatorcontrib><creatorcontrib>Ahrens, Lutz</creatorcontrib><creatorcontrib>Köhler, Stephan</creatorcontrib><creatorcontrib>Sveriges lantbruksuniversitet</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>SWEPUB Chalmers tekniska högskola full text</collection><collection>SwePub</collection><collection>SwePub Articles</collection><collection>SWEPUB Freely available online</collection><collection>SWEPUB Chalmers tekniska högskola</collection><collection>SwePub Articles full text</collection><jtitle>Environmental pollution (1987)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Sokolova, Ekaterina</au><au>Prajapati, Prajwol</au><au>Ekman, Frida</au><au>Maharjan, Namika</au><au>Lindqvist, Sandra</au><au>Kjellin, Johan</au><au>Karlsson, Anna</au><au>Bondelind, Mia</au><au>Ahrens, Lutz</au><au>Köhler, Stephan</au><aucorp>Sveriges lantbruksuniversitet</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Modelling PFAS transport in Lake Ekoln: Implications for drinking water safety in the stockholm region</atitle><jtitle>Environmental pollution (1987)</jtitle><addtitle>Environ Pollut</addtitle><date>2025</date><risdate>2025</risdate><volume>367</volume><spage>125581</spage><pages>125581-</pages><artnum>125581</artnum><issn>0269-7491</issn><issn>1873-6424</issn><eissn>1873-6424</eissn><abstract>Per- and polyfluoroalkyl substances (PFAS) are found frequently in both groundwater and surface water sources across Sweden posing challenges to drinking water supply. Lake Ekoln is located south of Uppsala and is the basin of Lake Mälaren; Lake Mälaren is the third largest lake in Sweden and is the drinking water source for more than two million people. The aim of this study was to simulate the fate and transport of PFAS in Lake Ekoln during the period 2017–2020 using three-dimensional hydrodynamic modelling. The simulated water temperatures were in agreement with the observed water temperatures. The simulated PFAS concentrations were generally in agreement with the available measurements, but the lack of measurements made the comparison uncertain. The modelling results described the seasonal variations of PFAS in Lake Ekoln informing the operation of the drinking water treatment plants located downstream. The modelling results confirmed that the main inflow to the lake – the river Fyrisån – is the main source of PFAS to Lake Ekoln, highlighting the importance of mitigating this source in the context of ensuring safe drinking water supply in the Stockholm region. Regular monitoring of PFAS in the river Fyrisån is needed, and additional measurements in Lake Ekoln would facilitate further model development.
[Display omitted]
•PFAS fate and transport was simulated in Lake Ekoln during 2017–2020.•Simulated water temperatures matched observed data.•PFAS simulations aligned with measurements, but the data lacked certainty.•Modelling highlighted spatio-temporal distribution of PFAS in the lake.•The main tributary – the river Fyrisån – is the main PFAS source to Lake Ekoln.</abstract><cop>England</cop><pub>Elsevier Ltd</pub><pmid>39725198</pmid><doi>10.1016/j.envpol.2024.125581</doi><orcidid>https://orcid.org/0000-0002-5715-8007</orcidid><orcidid>https://orcid.org/0000-0002-5430-6764</orcidid><orcidid>https://orcid.org/0009-0005-2686-9606</orcidid><oa>free_for_read</oa></addata></record> |
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source | ScienceDirect Journals (5 years ago - present); SWEPUB Freely available online |
subjects | Drinking water Environmental Sciences Hydrodynamic model Miljövetenskap Oceanografi, hydrologi, vattenresurser Oceanography, Hydrology, Water Resources PFAS PFHxS PFOS Water quality model |
title | Modelling PFAS transport in Lake Ekoln: Implications for drinking water safety in the stockholm region |
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