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Emerging investigator series: interacting effects of environmental factors on Daphnia magna removal of Escherichia coli from wastewater
Treatment wetlands can remove a wide range of pollutants from wastewater and stormwater runoff, including microbial pollutants such as Escherichia coli . Filter feeding zooplankton play an important role in improving water quality in treatment wetlands through grazing and subsequent inactivation of...
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Published in: | Environmental science water research & technology 2021-04, Vol.7 (4), p.726-738 |
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creator | Abtahi, Seyyed M. H. Aryal, Ojaswi Ismail, Niveen S. |
description | Treatment wetlands can remove a wide range of pollutants from wastewater and stormwater runoff, including microbial pollutants such as
Escherichia coli
. Filter feeding zooplankton play an important role in improving water quality in treatment wetlands through grazing and subsequent inactivation of
E. coli
. Understanding how climate change will impact the various processes governing microbial inactivation in treatment wetlands is essential to ensure adequately treated water. We investigated the impact of interacting environmental factors on the
E. coli
clearance rate of a keystone zooplankton species,
Daphnia magna
. We utilized a full factorial experimental design to test the impacts of food abundance, food type, and temperature in flow-through mesocosms under environmentally relevant conditions. Temperature and food abundance interactions were significant, which highlights the importance of studying multiple environmental variables when considering the filter feeding contributions of zooplankton. While both food abundance and temperature had a significant impact on clearance rate, daphnids did not exhibit a preference between algae or
E. coli
, which were the two food sources used in our studies. We observed that at 25 °C, food abundance and type had a larger impact on
E. coli
clearance rate than at 15 °C, which has important implications when considering resiliency of treatment wetlands in a warming climate. Our findings show that zooplankton filtration behavior will be impacted by environmental conditions that are projected due to climatic changes, but populations can still inactivate
E. coli
and improve water quality when exposed to these conditions. |
doi_str_mv | 10.1039/D1EW00008J |
format | article |
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Escherichia coli
. Filter feeding zooplankton play an important role in improving water quality in treatment wetlands through grazing and subsequent inactivation of
E. coli
. Understanding how climate change will impact the various processes governing microbial inactivation in treatment wetlands is essential to ensure adequately treated water. We investigated the impact of interacting environmental factors on the
E. coli
clearance rate of a keystone zooplankton species,
Daphnia magna
. We utilized a full factorial experimental design to test the impacts of food abundance, food type, and temperature in flow-through mesocosms under environmentally relevant conditions. Temperature and food abundance interactions were significant, which highlights the importance of studying multiple environmental variables when considering the filter feeding contributions of zooplankton. While both food abundance and temperature had a significant impact on clearance rate, daphnids did not exhibit a preference between algae or
E. coli
, which were the two food sources used in our studies. We observed that at 25 °C, food abundance and type had a larger impact on
E. coli
clearance rate than at 15 °C, which has important implications when considering resiliency of treatment wetlands in a warming climate. Our findings show that zooplankton filtration behavior will be impacted by environmental conditions that are projected due to climatic changes, but populations can still inactivate
E. coli
and improve water quality when exposed to these conditions.</description><identifier>ISSN: 2053-1400</identifier><identifier>EISSN: 2053-1419</identifier><identifier>DOI: 10.1039/D1EW00008J</identifier><language>eng</language><publisher>Cambridge: Royal Society of Chemistry</publisher><subject>Abundance ; Algae ; Climate change ; Daphnia magna ; Deactivation ; Design of experiments ; E coli ; Environmental conditions ; Environmental effects ; Environmental factors ; Environmental impact ; Escherichia coli ; Experimental design ; Filter feeders ; Food ; Food sources ; Foods ; Freshwater crustaceans ; Inactivation ; Mesocosms ; Microorganisms ; Pollutant removal ; Pollutants ; Runoff ; Storm runoff ; Stormwater ; Stormwater management ; Stormwater runoff ; Temperature ; Treated water ; Wastewater ; Wastewater pollution ; Water pollution ; Water purification ; Water quality ; Water treatment ; Wetlands ; Zooplankton</subject><ispartof>Environmental science water research & technology, 2021-04, Vol.7 (4), p.726-738</ispartof><rights>Copyright Royal Society of Chemistry 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c295t-f2e664e0eb9bf08bc96f589479fb1d30a46422691dacb7621f323b6a6a63f2c13</citedby><cites>FETCH-LOGICAL-c295t-f2e664e0eb9bf08bc96f589479fb1d30a46422691dacb7621f323b6a6a63f2c13</cites><orcidid>0000-0001-8157-8047</orcidid></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></links><search><creatorcontrib>Abtahi, Seyyed M. H.</creatorcontrib><creatorcontrib>Aryal, Ojaswi</creatorcontrib><creatorcontrib>Ismail, Niveen S.</creatorcontrib><title>Emerging investigator series: interacting effects of environmental factors on Daphnia magna removal of Escherichia coli from wastewater</title><title>Environmental science water research & technology</title><description>Treatment wetlands can remove a wide range of pollutants from wastewater and stormwater runoff, including microbial pollutants such as
Escherichia coli
. Filter feeding zooplankton play an important role in improving water quality in treatment wetlands through grazing and subsequent inactivation of
E. coli
. Understanding how climate change will impact the various processes governing microbial inactivation in treatment wetlands is essential to ensure adequately treated water. We investigated the impact of interacting environmental factors on the
E. coli
clearance rate of a keystone zooplankton species,
Daphnia magna
. We utilized a full factorial experimental design to test the impacts of food abundance, food type, and temperature in flow-through mesocosms under environmentally relevant conditions. Temperature and food abundance interactions were significant, which highlights the importance of studying multiple environmental variables when considering the filter feeding contributions of zooplankton. While both food abundance and temperature had a significant impact on clearance rate, daphnids did not exhibit a preference between algae or
E. coli
, which were the two food sources used in our studies. We observed that at 25 °C, food abundance and type had a larger impact on
E. coli
clearance rate than at 15 °C, which has important implications when considering resiliency of treatment wetlands in a warming climate. Our findings show that zooplankton filtration behavior will be impacted by environmental conditions that are projected due to climatic changes, but populations can still inactivate
E. coli
and improve water quality when exposed to these conditions.</description><subject>Abundance</subject><subject>Algae</subject><subject>Climate change</subject><subject>Daphnia magna</subject><subject>Deactivation</subject><subject>Design of experiments</subject><subject>E coli</subject><subject>Environmental conditions</subject><subject>Environmental effects</subject><subject>Environmental factors</subject><subject>Environmental impact</subject><subject>Escherichia coli</subject><subject>Experimental design</subject><subject>Filter feeders</subject><subject>Food</subject><subject>Food sources</subject><subject>Foods</subject><subject>Freshwater crustaceans</subject><subject>Inactivation</subject><subject>Mesocosms</subject><subject>Microorganisms</subject><subject>Pollutant removal</subject><subject>Pollutants</subject><subject>Runoff</subject><subject>Storm runoff</subject><subject>Stormwater</subject><subject>Stormwater management</subject><subject>Stormwater runoff</subject><subject>Temperature</subject><subject>Treated water</subject><subject>Wastewater</subject><subject>Wastewater pollution</subject><subject>Water pollution</subject><subject>Water purification</subject><subject>Water quality</subject><subject>Water treatment</subject><subject>Wetlands</subject><subject>Zooplankton</subject><issn>2053-1400</issn><issn>2053-1419</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNpFkNtKAzEQhoMoWGpvfIKAd8JqDrtp452064mCN4qXSzadbFO6SU3SFp_A1zalopnADPm_mZ8MQpeU3FDC5e2M1h8kn8nLCRowUvGCllSe_tWEnKNRjKuMUMGzxAfou-4hdNZ12LodxGQ7lXzAEYKFeJcfEwSl0wEAY0CniL3B4HY2eNeDS2qNTQZ8yILDM7VZOqtwrzqncIDe7zKQO-qol3mmXmZR-7XFJvge71VMsFfZ4wKdGbWOMPrNQ_T-UL9Nn4r56-Pz9H5eaCarVBgGQpRAoJWtIZNWS2GqiSzH0rR0wYkqRcmYkHShdDsWjBrOeCtUDm6YpnyIro5zN8F_bvOHm5XfBpctG1YRmW9ZykxdHykdfIwBTLMJtlfhq6GkOey6-d81_wGv7HN7</recordid><startdate>20210401</startdate><enddate>20210401</enddate><creator>Abtahi, Seyyed M. H.</creator><creator>Aryal, Ojaswi</creator><creator>Ismail, Niveen S.</creator><general>Royal Society of Chemistry</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7QH</scope><scope>7ST</scope><scope>7UA</scope><scope>C1K</scope><scope>F1W</scope><scope>H97</scope><scope>L.G</scope><scope>SOI</scope><orcidid>https://orcid.org/0000-0001-8157-8047</orcidid></search><sort><creationdate>20210401</creationdate><title>Emerging investigator series: interacting effects of environmental factors on Daphnia magna removal of Escherichia coli from wastewater</title><author>Abtahi, Seyyed M. H. ; Aryal, Ojaswi ; Ismail, Niveen S.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c295t-f2e664e0eb9bf08bc96f589479fb1d30a46422691dacb7621f323b6a6a63f2c13</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Abundance</topic><topic>Algae</topic><topic>Climate change</topic><topic>Daphnia magna</topic><topic>Deactivation</topic><topic>Design of experiments</topic><topic>E coli</topic><topic>Environmental conditions</topic><topic>Environmental effects</topic><topic>Environmental factors</topic><topic>Environmental impact</topic><topic>Escherichia coli</topic><topic>Experimental design</topic><topic>Filter feeders</topic><topic>Food</topic><topic>Food sources</topic><topic>Foods</topic><topic>Freshwater crustaceans</topic><topic>Inactivation</topic><topic>Mesocosms</topic><topic>Microorganisms</topic><topic>Pollutant removal</topic><topic>Pollutants</topic><topic>Runoff</topic><topic>Storm runoff</topic><topic>Stormwater</topic><topic>Stormwater management</topic><topic>Stormwater runoff</topic><topic>Temperature</topic><topic>Treated water</topic><topic>Wastewater</topic><topic>Wastewater pollution</topic><topic>Water pollution</topic><topic>Water purification</topic><topic>Water quality</topic><topic>Water treatment</topic><topic>Wetlands</topic><topic>Zooplankton</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Abtahi, Seyyed M. H.</creatorcontrib><creatorcontrib>Aryal, Ojaswi</creatorcontrib><creatorcontrib>Ismail, Niveen S.</creatorcontrib><collection>CrossRef</collection><collection>Aqualine</collection><collection>Environment Abstracts</collection><collection>Water Resources Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 3: Aquatic Pollution & Environmental Quality</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><collection>Environment Abstracts</collection><jtitle>Environmental science water research & technology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Abtahi, Seyyed M. H.</au><au>Aryal, Ojaswi</au><au>Ismail, Niveen S.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Emerging investigator series: interacting effects of environmental factors on Daphnia magna removal of Escherichia coli from wastewater</atitle><jtitle>Environmental science water research & technology</jtitle><date>2021-04-01</date><risdate>2021</risdate><volume>7</volume><issue>4</issue><spage>726</spage><epage>738</epage><pages>726-738</pages><issn>2053-1400</issn><eissn>2053-1419</eissn><abstract>Treatment wetlands can remove a wide range of pollutants from wastewater and stormwater runoff, including microbial pollutants such as
Escherichia coli
. Filter feeding zooplankton play an important role in improving water quality in treatment wetlands through grazing and subsequent inactivation of
E. coli
. Understanding how climate change will impact the various processes governing microbial inactivation in treatment wetlands is essential to ensure adequately treated water. We investigated the impact of interacting environmental factors on the
E. coli
clearance rate of a keystone zooplankton species,
Daphnia magna
. We utilized a full factorial experimental design to test the impacts of food abundance, food type, and temperature in flow-through mesocosms under environmentally relevant conditions. Temperature and food abundance interactions were significant, which highlights the importance of studying multiple environmental variables when considering the filter feeding contributions of zooplankton. While both food abundance and temperature had a significant impact on clearance rate, daphnids did not exhibit a preference between algae or
E. coli
, which were the two food sources used in our studies. We observed that at 25 °C, food abundance and type had a larger impact on
E. coli
clearance rate than at 15 °C, which has important implications when considering resiliency of treatment wetlands in a warming climate. Our findings show that zooplankton filtration behavior will be impacted by environmental conditions that are projected due to climatic changes, but populations can still inactivate
E. coli
and improve water quality when exposed to these conditions.</abstract><cop>Cambridge</cop><pub>Royal Society of Chemistry</pub><doi>10.1039/D1EW00008J</doi><tpages>13</tpages><orcidid>https://orcid.org/0000-0001-8157-8047</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Abundance Algae Climate change Daphnia magna Deactivation Design of experiments E coli Environmental conditions Environmental effects Environmental factors Environmental impact Escherichia coli Experimental design Filter feeders Food Food sources Foods Freshwater crustaceans Inactivation Mesocosms Microorganisms Pollutant removal Pollutants Runoff Storm runoff Stormwater Stormwater management Stormwater runoff Temperature Treated water Wastewater Wastewater pollution Water pollution Water purification Water quality Water treatment Wetlands Zooplankton |
title | Emerging investigator series: interacting effects of environmental factors on Daphnia magna removal of Escherichia coli from wastewater |
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