Loading…

Abundance and composition of indigenous bacterial communities in a multi-step biofiltration-based drinking water treatment plant

Indigenous bacterial communities are essential for biofiltration processes in drinking water treatment systems. In this study, we examined the microbial community composition and abundance of three different biofilter types (rapid sand, granular activated carbon, and slow sand filters) and their res...

Full description

Saved in:
Bibliographic Details
Published in:Water research (Oxford) 2014-10, Vol.62, p.40-52
Main Authors: Lautenschlager, Karin, Hwang, Chiachi, Ling, Fangqiong, Liu, Wen-Tso, Boon, Nico, Köster, Oliver, Egli, Thomas, Hammes, Frederik
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c491t-6ada93a26b8169bc5cf4e658a2cba34abbb3673983d06078645e25bbde996dc43
cites cdi_FETCH-LOGICAL-c491t-6ada93a26b8169bc5cf4e658a2cba34abbb3673983d06078645e25bbde996dc43
container_end_page 52
container_issue
container_start_page 40
container_title Water research (Oxford)
container_volume 62
creator Lautenschlager, Karin
Hwang, Chiachi
Ling, Fangqiong
Liu, Wen-Tso
Boon, Nico
Köster, Oliver
Egli, Thomas
Hammes, Frederik
description Indigenous bacterial communities are essential for biofiltration processes in drinking water treatment systems. In this study, we examined the microbial community composition and abundance of three different biofilter types (rapid sand, granular activated carbon, and slow sand filters) and their respective effluents in a full-scale, multi-step treatment plant (Zürich, CH). Detailed analysis of organic carbon degradation underpinned biodegradation as the primary function of the biofilter biomass. The biomass was present in concentrations ranging between 2–5 × 1015 cells/m3 in all filters but was phylogenetically, enzymatically and metabolically diverse. Based on 16S rRNA gene-based 454 pyrosequencing analysis for microbial community composition, similar microbial taxa (predominantly Proteobacteria, Planctomycetes, Acidobacteria, Bacteriodetes, Nitrospira and Chloroflexi) were present in all biofilters and in their respective effluents, but the ratio of microbial taxa was different in each filter type. This change was also reflected in the cluster analysis, which revealed a change of 50–60% in microbial community composition between the different filter types. This study documents the direct influence of the filter biomass on the microbial community composition of the final drinking water, particularly when the water is distributed without post-disinfection. The results provide new insights on the complexity of indigenous bacteria colonizing drinking water systems, especially in different biofilters of a multi-step treatment plant. [Display omitted] •Microbiological changes during drinking water treatment assessed with multiple methods.•Similar concentrations of about 1015 cells/m3 found in different full-scale biofilters.•All biofilter types displayed high phylogenetic, enzymatic and metabolic diversity.•Proteobacteria, Planctomycetes, Acidobacteria, Bacteriodetes, Nitrospira and Chloroflexi dominated.•The final water quality was shaped by the communities in the preceding biofilters.
doi_str_mv 10.1016/j.watres.2014.05.035
format article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_1919954702</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0043135414003960</els_id><sourcerecordid>1642295585</sourcerecordid><originalsourceid>FETCH-LOGICAL-c491t-6ada93a26b8169bc5cf4e658a2cba34abbb3673983d06078645e25bbde996dc43</originalsourceid><addsrcrecordid>eNqNkkuLFDEURgtRnHb0H4hkI7ipNu9KNsIw-IIBN7oOedwa0lal2iSlzM6fbopudee4yubcL9_l3K57TvCeYCJfH_Y_bM1Q9hQTvsdij5l40O2IGnRPOVcPux3GnPWECX7RPSnlgDGmlOnH3QXlmg1MyF3388qtKdjkAdkUkF_m41JijUtCy4hiCvEW0rIW5KyvkKOdNmZeU2OgNABZNK9TjX2pcEQuLmOcarZbQu9sgYBCjulrTLeo9YWMWmdbZ0gVHSeb6tPu0WinAs_O72X35d3bz9cf-ptP7z9eX930nmtSe2mD1cxS6RSR2nnhRw5SKEu9s4xb5xyTA9OKBSzxoCQXQIVzAbSWwXN22b065R7z8m2FUs0ci4epdYC2nyGaaC34gOn9qOSUaiGU-A-UDi0VK3U_KtqiimOtG8pPqM9LKRlGc8xxtvnOEGw2-eZgTvLNJt9gYZr8Nvbi_MPqZgh_hn7bbsDLM2CLt9OYm_dY_nJKSj7IjXtz4qAJ-R4hm-IjtBsJMYOvJizx301-AUK40RA</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1549184099</pqid></control><display><type>article</type><title>Abundance and composition of indigenous bacterial communities in a multi-step biofiltration-based drinking water treatment plant</title><source>ScienceDirect Freedom Collection 2022-2024</source><creator>Lautenschlager, Karin ; Hwang, Chiachi ; Ling, Fangqiong ; Liu, Wen-Tso ; Boon, Nico ; Köster, Oliver ; Egli, Thomas ; Hammes, Frederik</creator><creatorcontrib>Lautenschlager, Karin ; Hwang, Chiachi ; Ling, Fangqiong ; Liu, Wen-Tso ; Boon, Nico ; Köster, Oliver ; Egli, Thomas ; Hammes, Frederik</creatorcontrib><description>Indigenous bacterial communities are essential for biofiltration processes in drinking water treatment systems. In this study, we examined the microbial community composition and abundance of three different biofilter types (rapid sand, granular activated carbon, and slow sand filters) and their respective effluents in a full-scale, multi-step treatment plant (Zürich, CH). Detailed analysis of organic carbon degradation underpinned biodegradation as the primary function of the biofilter biomass. The biomass was present in concentrations ranging between 2–5 × 1015 cells/m3 in all filters but was phylogenetically, enzymatically and metabolically diverse. Based on 16S rRNA gene-based 454 pyrosequencing analysis for microbial community composition, similar microbial taxa (predominantly Proteobacteria, Planctomycetes, Acidobacteria, Bacteriodetes, Nitrospira and Chloroflexi) were present in all biofilters and in their respective effluents, but the ratio of microbial taxa was different in each filter type. This change was also reflected in the cluster analysis, which revealed a change of 50–60% in microbial community composition between the different filter types. This study documents the direct influence of the filter biomass on the microbial community composition of the final drinking water, particularly when the water is distributed without post-disinfection. The results provide new insights on the complexity of indigenous bacteria colonizing drinking water systems, especially in different biofilters of a multi-step treatment plant. [Display omitted] •Microbiological changes during drinking water treatment assessed with multiple methods.•Similar concentrations of about 1015 cells/m3 found in different full-scale biofilters.•All biofilter types displayed high phylogenetic, enzymatic and metabolic diversity.•Proteobacteria, Planctomycetes, Acidobacteria, Bacteriodetes, Nitrospira and Chloroflexi dominated.•The final water quality was shaped by the communities in the preceding biofilters.</description><identifier>ISSN: 0043-1354</identifier><identifier>EISSN: 1879-2448</identifier><identifier>DOI: 10.1016/j.watres.2014.05.035</identifier><identifier>PMID: 24937356</identifier><identifier>CODEN: WATRAG</identifier><language>eng</language><publisher>Kidlington: Elsevier Ltd</publisher><subject>454 pyrosequencing ; Adenosine tri-phosphate (ATP) ; Applied sciences ; Bacteria ; Bacteria - enzymology ; Bacteria - growth &amp; development ; Bacteriodetes ; Biodegradation, Environmental ; Biodiversity ; Biofilter ; Biomass ; Carbon - isolation &amp; purification ; Charcoal - chemistry ; Communities ; Drinking water ; Drinking Water - microbiology ; Drinking water and swimming-pool water. Desalination ; Effluents ; Exact sciences and technology ; Filtration - methods ; Microbial communities ; Microorganisms ; Nitrospira ; Organic Chemicals - isolation &amp; purification ; Planctomycetes ; Plankton - growth &amp; development ; Plants (organisms) ; Pollution ; Proteobacteria ; Sand ; Switzerland ; Waste Disposal, Fluid ; Water Pollutants, Chemical - isolation &amp; purification ; Water Purification - methods ; Water Quality ; Water treatment and pollution</subject><ispartof>Water research (Oxford), 2014-10, Vol.62, p.40-52</ispartof><rights>2014 Elsevier Ltd</rights><rights>2015 INIST-CNRS</rights><rights>Copyright © 2014 Elsevier Ltd. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c491t-6ada93a26b8169bc5cf4e658a2cba34abbb3673983d06078645e25bbde996dc43</citedby><cites>FETCH-LOGICAL-c491t-6ada93a26b8169bc5cf4e658a2cba34abbb3673983d06078645e25bbde996dc43</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&amp;idt=28664766$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/24937356$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Lautenschlager, Karin</creatorcontrib><creatorcontrib>Hwang, Chiachi</creatorcontrib><creatorcontrib>Ling, Fangqiong</creatorcontrib><creatorcontrib>Liu, Wen-Tso</creatorcontrib><creatorcontrib>Boon, Nico</creatorcontrib><creatorcontrib>Köster, Oliver</creatorcontrib><creatorcontrib>Egli, Thomas</creatorcontrib><creatorcontrib>Hammes, Frederik</creatorcontrib><title>Abundance and composition of indigenous bacterial communities in a multi-step biofiltration-based drinking water treatment plant</title><title>Water research (Oxford)</title><addtitle>Water Res</addtitle><description>Indigenous bacterial communities are essential for biofiltration processes in drinking water treatment systems. In this study, we examined the microbial community composition and abundance of three different biofilter types (rapid sand, granular activated carbon, and slow sand filters) and their respective effluents in a full-scale, multi-step treatment plant (Zürich, CH). Detailed analysis of organic carbon degradation underpinned biodegradation as the primary function of the biofilter biomass. The biomass was present in concentrations ranging between 2–5 × 1015 cells/m3 in all filters but was phylogenetically, enzymatically and metabolically diverse. Based on 16S rRNA gene-based 454 pyrosequencing analysis for microbial community composition, similar microbial taxa (predominantly Proteobacteria, Planctomycetes, Acidobacteria, Bacteriodetes, Nitrospira and Chloroflexi) were present in all biofilters and in their respective effluents, but the ratio of microbial taxa was different in each filter type. This change was also reflected in the cluster analysis, which revealed a change of 50–60% in microbial community composition between the different filter types. This study documents the direct influence of the filter biomass on the microbial community composition of the final drinking water, particularly when the water is distributed without post-disinfection. The results provide new insights on the complexity of indigenous bacteria colonizing drinking water systems, especially in different biofilters of a multi-step treatment plant. [Display omitted] •Microbiological changes during drinking water treatment assessed with multiple methods.•Similar concentrations of about 1015 cells/m3 found in different full-scale biofilters.•All biofilter types displayed high phylogenetic, enzymatic and metabolic diversity.•Proteobacteria, Planctomycetes, Acidobacteria, Bacteriodetes, Nitrospira and Chloroflexi dominated.•The final water quality was shaped by the communities in the preceding biofilters.</description><subject>454 pyrosequencing</subject><subject>Adenosine tri-phosphate (ATP)</subject><subject>Applied sciences</subject><subject>Bacteria</subject><subject>Bacteria - enzymology</subject><subject>Bacteria - growth &amp; development</subject><subject>Bacteriodetes</subject><subject>Biodegradation, Environmental</subject><subject>Biodiversity</subject><subject>Biofilter</subject><subject>Biomass</subject><subject>Carbon - isolation &amp; purification</subject><subject>Charcoal - chemistry</subject><subject>Communities</subject><subject>Drinking water</subject><subject>Drinking Water - microbiology</subject><subject>Drinking water and swimming-pool water. Desalination</subject><subject>Effluents</subject><subject>Exact sciences and technology</subject><subject>Filtration - methods</subject><subject>Microbial communities</subject><subject>Microorganisms</subject><subject>Nitrospira</subject><subject>Organic Chemicals - isolation &amp; purification</subject><subject>Planctomycetes</subject><subject>Plankton - growth &amp; development</subject><subject>Plants (organisms)</subject><subject>Pollution</subject><subject>Proteobacteria</subject><subject>Sand</subject><subject>Switzerland</subject><subject>Waste Disposal, Fluid</subject><subject>Water Pollutants, Chemical - isolation &amp; purification</subject><subject>Water Purification - methods</subject><subject>Water Quality</subject><subject>Water treatment and pollution</subject><issn>0043-1354</issn><issn>1879-2448</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><recordid>eNqNkkuLFDEURgtRnHb0H4hkI7ipNu9KNsIw-IIBN7oOedwa0lal2iSlzM6fbopudee4yubcL9_l3K57TvCeYCJfH_Y_bM1Q9hQTvsdij5l40O2IGnRPOVcPux3GnPWECX7RPSnlgDGmlOnH3QXlmg1MyF3388qtKdjkAdkUkF_m41JijUtCy4hiCvEW0rIW5KyvkKOdNmZeU2OgNABZNK9TjX2pcEQuLmOcarZbQu9sgYBCjulrTLeo9YWMWmdbZ0gVHSeb6tPu0WinAs_O72X35d3bz9cf-ptP7z9eX930nmtSe2mD1cxS6RSR2nnhRw5SKEu9s4xb5xyTA9OKBSzxoCQXQIVzAbSWwXN22b065R7z8m2FUs0ci4epdYC2nyGaaC34gOn9qOSUaiGU-A-UDi0VK3U_KtqiimOtG8pPqM9LKRlGc8xxtvnOEGw2-eZgTvLNJt9gYZr8Nvbi_MPqZgh_hn7bbsDLM2CLt9OYm_dY_nJKSj7IjXtz4qAJ-R4hm-IjtBsJMYOvJizx301-AUK40RA</recordid><startdate>20141001</startdate><enddate>20141001</enddate><creator>Lautenschlager, Karin</creator><creator>Hwang, Chiachi</creator><creator>Ling, Fangqiong</creator><creator>Liu, Wen-Tso</creator><creator>Boon, Nico</creator><creator>Köster, Oliver</creator><creator>Egli, Thomas</creator><creator>Hammes, Frederik</creator><general>Elsevier Ltd</general><general>Elsevier</general><scope>IQODW</scope><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>7QH</scope><scope>7QL</scope><scope>7ST</scope><scope>7T7</scope><scope>7UA</scope><scope>8FD</scope><scope>C1K</scope><scope>F1W</scope><scope>FR3</scope><scope>H97</scope><scope>L.G</scope><scope>P64</scope><scope>SOI</scope><scope>KR7</scope></search><sort><creationdate>20141001</creationdate><title>Abundance and composition of indigenous bacterial communities in a multi-step biofiltration-based drinking water treatment plant</title><author>Lautenschlager, Karin ; Hwang, Chiachi ; Ling, Fangqiong ; Liu, Wen-Tso ; Boon, Nico ; Köster, Oliver ; Egli, Thomas ; Hammes, Frederik</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c491t-6ada93a26b8169bc5cf4e658a2cba34abbb3673983d06078645e25bbde996dc43</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>454 pyrosequencing</topic><topic>Adenosine tri-phosphate (ATP)</topic><topic>Applied sciences</topic><topic>Bacteria</topic><topic>Bacteria - enzymology</topic><topic>Bacteria - growth &amp; development</topic><topic>Bacteriodetes</topic><topic>Biodegradation, Environmental</topic><topic>Biodiversity</topic><topic>Biofilter</topic><topic>Biomass</topic><topic>Carbon - isolation &amp; purification</topic><topic>Charcoal - chemistry</topic><topic>Communities</topic><topic>Drinking water</topic><topic>Drinking Water - microbiology</topic><topic>Drinking water and swimming-pool water. Desalination</topic><topic>Effluents</topic><topic>Exact sciences and technology</topic><topic>Filtration - methods</topic><topic>Microbial communities</topic><topic>Microorganisms</topic><topic>Nitrospira</topic><topic>Organic Chemicals - isolation &amp; purification</topic><topic>Planctomycetes</topic><topic>Plankton - growth &amp; development</topic><topic>Plants (organisms)</topic><topic>Pollution</topic><topic>Proteobacteria</topic><topic>Sand</topic><topic>Switzerland</topic><topic>Waste Disposal, Fluid</topic><topic>Water Pollutants, Chemical - isolation &amp; purification</topic><topic>Water Purification - methods</topic><topic>Water Quality</topic><topic>Water treatment and pollution</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lautenschlager, Karin</creatorcontrib><creatorcontrib>Hwang, Chiachi</creatorcontrib><creatorcontrib>Ling, Fangqiong</creatorcontrib><creatorcontrib>Liu, Wen-Tso</creatorcontrib><creatorcontrib>Boon, Nico</creatorcontrib><creatorcontrib>Köster, Oliver</creatorcontrib><creatorcontrib>Egli, Thomas</creatorcontrib><creatorcontrib>Hammes, Frederik</creatorcontrib><collection>Pascal-Francis</collection><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>Aqualine</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Environment Abstracts</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Water Resources Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Engineering Research Database</collection><collection>Aquatic Science &amp; Fisheries Abstracts (ASFA) 3: Aquatic Pollution &amp; Environmental Quality</collection><collection>Aquatic Science &amp; Fisheries Abstracts (ASFA) Professional</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Environment Abstracts</collection><collection>Civil Engineering Abstracts</collection><jtitle>Water research (Oxford)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lautenschlager, Karin</au><au>Hwang, Chiachi</au><au>Ling, Fangqiong</au><au>Liu, Wen-Tso</au><au>Boon, Nico</au><au>Köster, Oliver</au><au>Egli, Thomas</au><au>Hammes, Frederik</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Abundance and composition of indigenous bacterial communities in a multi-step biofiltration-based drinking water treatment plant</atitle><jtitle>Water research (Oxford)</jtitle><addtitle>Water Res</addtitle><date>2014-10-01</date><risdate>2014</risdate><volume>62</volume><spage>40</spage><epage>52</epage><pages>40-52</pages><issn>0043-1354</issn><eissn>1879-2448</eissn><coden>WATRAG</coden><abstract>Indigenous bacterial communities are essential for biofiltration processes in drinking water treatment systems. In this study, we examined the microbial community composition and abundance of three different biofilter types (rapid sand, granular activated carbon, and slow sand filters) and their respective effluents in a full-scale, multi-step treatment plant (Zürich, CH). Detailed analysis of organic carbon degradation underpinned biodegradation as the primary function of the biofilter biomass. The biomass was present in concentrations ranging between 2–5 × 1015 cells/m3 in all filters but was phylogenetically, enzymatically and metabolically diverse. Based on 16S rRNA gene-based 454 pyrosequencing analysis for microbial community composition, similar microbial taxa (predominantly Proteobacteria, Planctomycetes, Acidobacteria, Bacteriodetes, Nitrospira and Chloroflexi) were present in all biofilters and in their respective effluents, but the ratio of microbial taxa was different in each filter type. This change was also reflected in the cluster analysis, which revealed a change of 50–60% in microbial community composition between the different filter types. This study documents the direct influence of the filter biomass on the microbial community composition of the final drinking water, particularly when the water is distributed without post-disinfection. The results provide new insights on the complexity of indigenous bacteria colonizing drinking water systems, especially in different biofilters of a multi-step treatment plant. [Display omitted] •Microbiological changes during drinking water treatment assessed with multiple methods.•Similar concentrations of about 1015 cells/m3 found in different full-scale biofilters.•All biofilter types displayed high phylogenetic, enzymatic and metabolic diversity.•Proteobacteria, Planctomycetes, Acidobacteria, Bacteriodetes, Nitrospira and Chloroflexi dominated.•The final water quality was shaped by the communities in the preceding biofilters.</abstract><cop>Kidlington</cop><pub>Elsevier Ltd</pub><pmid>24937356</pmid><doi>10.1016/j.watres.2014.05.035</doi><tpages>13</tpages></addata></record>
fulltext fulltext
identifier ISSN: 0043-1354
ispartof Water research (Oxford), 2014-10, Vol.62, p.40-52
issn 0043-1354
1879-2448
language eng
recordid cdi_proquest_miscellaneous_1919954702
source ScienceDirect Freedom Collection 2022-2024
subjects 454 pyrosequencing
Adenosine tri-phosphate (ATP)
Applied sciences
Bacteria
Bacteria - enzymology
Bacteria - growth & development
Bacteriodetes
Biodegradation, Environmental
Biodiversity
Biofilter
Biomass
Carbon - isolation & purification
Charcoal - chemistry
Communities
Drinking water
Drinking Water - microbiology
Drinking water and swimming-pool water. Desalination
Effluents
Exact sciences and technology
Filtration - methods
Microbial communities
Microorganisms
Nitrospira
Organic Chemicals - isolation & purification
Planctomycetes
Plankton - growth & development
Plants (organisms)
Pollution
Proteobacteria
Sand
Switzerland
Waste Disposal, Fluid
Water Pollutants, Chemical - isolation & purification
Water Purification - methods
Water Quality
Water treatment and pollution
title Abundance and composition of indigenous bacterial communities in a multi-step biofiltration-based drinking water treatment plant
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-06T19%3A07%3A10IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Abundance%20and%20composition%20of%20indigenous%20bacterial%20communities%20in%20a%20multi-step%20biofiltration-based%20drinking%20water%20treatment%20plant&rft.jtitle=Water%20research%20(Oxford)&rft.au=Lautenschlager,%20Karin&rft.date=2014-10-01&rft.volume=62&rft.spage=40&rft.epage=52&rft.pages=40-52&rft.issn=0043-1354&rft.eissn=1879-2448&rft.coden=WATRAG&rft_id=info:doi/10.1016/j.watres.2014.05.035&rft_dat=%3Cproquest_cross%3E1642295585%3C/proquest_cross%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c491t-6ada93a26b8169bc5cf4e658a2cba34abbb3673983d06078645e25bbde996dc43%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=1549184099&rft_id=info:pmid/24937356&rfr_iscdi=true