Development of predictive models for geosmin-related taste and odor in Kansas, USA, drinking water reservoirs
The presence of taste and odor compounds can greatly reduce the quality of drinking water supplies. Because the monetary costs associated with the removal of these compounds can be high, it is impractical for most facilities to continuously treat their raw water. Instead, new tools are needed to hel...
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Veröffentlicht in: | Water research (Oxford) 2009-06, Vol.43 (11), p.2829-2840 |
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creator | Dzialowski, Andrew R. Smith, Val H. Huggins, Donald G. deNoyelles, Frank Lim, Niang-Choo Baker, Debbie S. Beury, Jason H. |
description | The presence of taste and odor compounds can greatly reduce the quality of drinking water supplies. Because the monetary costs associated with the removal of these compounds can be high, it is impractical for most facilities to continuously treat their raw water. Instead, new tools are needed to help predict when taste and odor events may be most likely to occur. Water quality data were collected between June and October in 2006–2007 from five Kansas (USA) reservoirs in order to develop predictive models for geosmin, a major taste and odor compound; two of these reservoirs were also sampled during specific taste and odor events in December 2006 and January 2007. Lake trophic state alone was not a good predictor of geosmin concentrations as the highest average geosmin concentration was observed in the reservoir with the lowest nutrient and chlorophyll
a concentrations. In addition, taste and odor events were not confined to summer months; elevated geosmin concentrations were observed in several reservoirs during the winter. Growth limitation by inorganic phosphorus appeared to be the primary determinant of geosmin production by algal cells in these reservoirs. |
doi_str_mv | 10.1016/j.watres.2009.04.001 |
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a concentrations. In addition, taste and odor events were not confined to summer months; elevated geosmin concentrations were observed in several reservoirs during the winter. Growth limitation by inorganic phosphorus appeared to be the primary determinant of geosmin production by algal cells in these reservoirs.</description><identifier>ISSN: 0043-1354</identifier><identifier>EISSN: 1879-2448</identifier><identifier>DOI: 10.1016/j.watres.2009.04.001</identifier><identifier>PMID: 19428043</identifier><identifier>CODEN: WATRAG</identifier><language>eng</language><publisher>Kidlington: Elsevier Ltd</publisher><subject>Applied sciences ; chlorophyll ; Cyanobacteria ; Drinking water ; Exact sciences and technology ; Geosmin ; hydrologic models ; Kansas ; lakes ; Models, Chemical ; Naphthols - chemistry ; nutrients ; Odorants ; off flavors ; off odors ; Other industrial wastes. Sewage sludge ; Phosphorus - chemistry ; Pollution ; prediction ; Predictive models ; Predictive Value of Tests ; Reservoirs ; summer ; Taste ; Taste and odor control ; Wastes ; Water - chemistry ; water quality ; Water Supply - analysis ; water treatment ; Water treatment and pollution</subject><ispartof>Water research (Oxford), 2009-06, Vol.43 (11), p.2829-2840</ispartof><rights>2009 Elsevier Ltd</rights><rights>2009 INIST-CNRS</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c539t-c8eba5fa87cdb168a4c211d7a6b5f5d1091d3f1048a75c546721ef7e849c6393</citedby><cites>FETCH-LOGICAL-c539t-c8eba5fa87cdb168a4c211d7a6b5f5d1091d3f1048a75c546721ef7e849c6393</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S004313540900219X$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=21631402$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/19428043$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Dzialowski, Andrew R.</creatorcontrib><creatorcontrib>Smith, Val H.</creatorcontrib><creatorcontrib>Huggins, Donald G.</creatorcontrib><creatorcontrib>deNoyelles, Frank</creatorcontrib><creatorcontrib>Lim, Niang-Choo</creatorcontrib><creatorcontrib>Baker, Debbie S.</creatorcontrib><creatorcontrib>Beury, Jason H.</creatorcontrib><title>Development of predictive models for geosmin-related taste and odor in Kansas, USA, drinking water reservoirs</title><title>Water research (Oxford)</title><addtitle>Water Res</addtitle><description>The presence of taste and odor compounds can greatly reduce the quality of drinking water supplies. Because the monetary costs associated with the removal of these compounds can be high, it is impractical for most facilities to continuously treat their raw water. Instead, new tools are needed to help predict when taste and odor events may be most likely to occur. Water quality data were collected between June and October in 2006–2007 from five Kansas (USA) reservoirs in order to develop predictive models for geosmin, a major taste and odor compound; two of these reservoirs were also sampled during specific taste and odor events in December 2006 and January 2007. Lake trophic state alone was not a good predictor of geosmin concentrations as the highest average geosmin concentration was observed in the reservoir with the lowest nutrient and chlorophyll
a concentrations. In addition, taste and odor events were not confined to summer months; elevated geosmin concentrations were observed in several reservoirs during the winter. Growth limitation by inorganic phosphorus appeared to be the primary determinant of geosmin production by algal cells in these reservoirs.</description><subject>Applied sciences</subject><subject>chlorophyll</subject><subject>Cyanobacteria</subject><subject>Drinking water</subject><subject>Exact sciences and technology</subject><subject>Geosmin</subject><subject>hydrologic models</subject><subject>Kansas</subject><subject>lakes</subject><subject>Models, Chemical</subject><subject>Naphthols - chemistry</subject><subject>nutrients</subject><subject>Odorants</subject><subject>off flavors</subject><subject>off odors</subject><subject>Other industrial wastes. Sewage sludge</subject><subject>Phosphorus - chemistry</subject><subject>Pollution</subject><subject>prediction</subject><subject>Predictive models</subject><subject>Predictive Value of Tests</subject><subject>Reservoirs</subject><subject>summer</subject><subject>Taste</subject><subject>Taste and odor control</subject><subject>Wastes</subject><subject>Water - chemistry</subject><subject>water quality</subject><subject>Water Supply - analysis</subject><subject>water treatment</subject><subject>Water treatment and pollution</subject><issn>0043-1354</issn><issn>1879-2448</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2009</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqNkk1vEzEQhlcIRNPCP0DgC-XSXfy19vqCVJVPUYlD27Pl2OPIYddO7U0Q_x5HieDWcvJhnpl5bT9N84rgjmAi3q-7X2bOUDqKseow7zAmT5oFGaRqKefD02aBMWctYT0_aU5LWWOMKWXqeXNCFKdDLS6a6SPsYEybCeKMkkebDC7YOewATcnBWJBPGa0glSnENsNoZnBoNmUGZKJDydVyiOi7icWUC3R3c3mBXA7xZ4grVBNCRjUk5F0KubxonnkzFnh5PM-a28-fbq--ttc_vny7urxubc_U3NoBlqb3ZpDWLYkYDLeUECeNWPa-dwQr4pgnmA9G9rbnQlICXsLAlRVMsbPm3WHsJqf7LZRZT6FYGEcTIW2LVpgJIhlnlTx_kBSSMSoUfRRknNeXp49PpFhyJin_D7Bm5FxUkB9Am1MpGbze5DCZ_FsTrPcq6LU-qKD3KmjMdVWhtr0-zt8uJ3D_mo5_X4G3R8AUa0afTbSh_OUoEYxwvL_6mwPnTdJmlStzd0Prhrq6l_0gK_HhQFRfYBcg62IDRFtVymBn7VJ4OOsfCcbchQ</recordid><startdate>20090601</startdate><enddate>20090601</enddate><creator>Dzialowski, Andrew R.</creator><creator>Smith, Val H.</creator><creator>Huggins, Donald G.</creator><creator>deNoyelles, Frank</creator><creator>Lim, Niang-Choo</creator><creator>Baker, Debbie S.</creator><creator>Beury, Jason H.</creator><general>Elsevier Ltd</general><general>Elsevier</general><scope>FBQ</scope><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>7QH</scope><scope>7QR</scope><scope>7ST</scope><scope>7TV</scope><scope>7UA</scope><scope>8FD</scope><scope>C1K</scope><scope>F1W</scope><scope>FR3</scope><scope>H95</scope><scope>H97</scope><scope>L.G</scope><scope>P64</scope><scope>SOI</scope><scope>M7N</scope><scope>KR7</scope><scope>7X8</scope></search><sort><creationdate>20090601</creationdate><title>Development of predictive models for geosmin-related taste and odor in Kansas, USA, drinking water reservoirs</title><author>Dzialowski, Andrew R. ; Smith, Val H. ; Huggins, Donald G. ; deNoyelles, Frank ; Lim, Niang-Choo ; Baker, Debbie S. ; Beury, Jason H.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c539t-c8eba5fa87cdb168a4c211d7a6b5f5d1091d3f1048a75c546721ef7e849c6393</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2009</creationdate><topic>Applied sciences</topic><topic>chlorophyll</topic><topic>Cyanobacteria</topic><topic>Drinking water</topic><topic>Exact sciences and technology</topic><topic>Geosmin</topic><topic>hydrologic models</topic><topic>Kansas</topic><topic>lakes</topic><topic>Models, Chemical</topic><topic>Naphthols - chemistry</topic><topic>nutrients</topic><topic>Odorants</topic><topic>off flavors</topic><topic>off odors</topic><topic>Other industrial wastes. Sewage sludge</topic><topic>Phosphorus - chemistry</topic><topic>Pollution</topic><topic>prediction</topic><topic>Predictive models</topic><topic>Predictive Value of Tests</topic><topic>Reservoirs</topic><topic>summer</topic><topic>Taste</topic><topic>Taste and odor control</topic><topic>Wastes</topic><topic>Water - chemistry</topic><topic>water quality</topic><topic>Water Supply - analysis</topic><topic>water treatment</topic><topic>Water treatment and pollution</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Dzialowski, Andrew R.</creatorcontrib><creatorcontrib>Smith, Val H.</creatorcontrib><creatorcontrib>Huggins, Donald G.</creatorcontrib><creatorcontrib>deNoyelles, Frank</creatorcontrib><creatorcontrib>Lim, Niang-Choo</creatorcontrib><creatorcontrib>Baker, Debbie S.</creatorcontrib><creatorcontrib>Beury, Jason H.</creatorcontrib><collection>AGRIS</collection><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>Aqualine</collection><collection>Chemoreception Abstracts</collection><collection>Environment Abstracts</collection><collection>Pollution Abstracts</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 & Fisheries Abstracts (ASFA) 1: Biological Sciences & Living Resources</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 3: Aquatic Pollution & Environmental Quality</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Environment Abstracts</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Civil Engineering Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Water research (Oxford)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Dzialowski, Andrew R.</au><au>Smith, Val H.</au><au>Huggins, Donald G.</au><au>deNoyelles, Frank</au><au>Lim, Niang-Choo</au><au>Baker, Debbie S.</au><au>Beury, Jason H.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Development of predictive models for geosmin-related taste and odor in Kansas, USA, drinking water reservoirs</atitle><jtitle>Water research (Oxford)</jtitle><addtitle>Water Res</addtitle><date>2009-06-01</date><risdate>2009</risdate><volume>43</volume><issue>11</issue><spage>2829</spage><epage>2840</epage><pages>2829-2840</pages><issn>0043-1354</issn><eissn>1879-2448</eissn><coden>WATRAG</coden><abstract>The presence of taste and odor compounds can greatly reduce the quality of drinking water supplies. Because the monetary costs associated with the removal of these compounds can be high, it is impractical for most facilities to continuously treat their raw water. Instead, new tools are needed to help predict when taste and odor events may be most likely to occur. Water quality data were collected between June and October in 2006–2007 from five Kansas (USA) reservoirs in order to develop predictive models for geosmin, a major taste and odor compound; two of these reservoirs were also sampled during specific taste and odor events in December 2006 and January 2007. Lake trophic state alone was not a good predictor of geosmin concentrations as the highest average geosmin concentration was observed in the reservoir with the lowest nutrient and chlorophyll
a concentrations. In addition, taste and odor events were not confined to summer months; elevated geosmin concentrations were observed in several reservoirs during the winter. Growth limitation by inorganic phosphorus appeared to be the primary determinant of geosmin production by algal cells in these reservoirs.</abstract><cop>Kidlington</cop><pub>Elsevier Ltd</pub><pmid>19428043</pmid><doi>10.1016/j.watres.2009.04.001</doi><tpages>12</tpages></addata></record> |
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subjects | Applied sciences chlorophyll Cyanobacteria Drinking water Exact sciences and technology Geosmin hydrologic models Kansas lakes Models, Chemical Naphthols - chemistry nutrients Odorants off flavors off odors Other industrial wastes. Sewage sludge Phosphorus - chemistry Pollution prediction Predictive models Predictive Value of Tests Reservoirs summer Taste Taste and odor control Wastes Water - chemistry water quality Water Supply - analysis water treatment Water treatment and pollution |
title | Development of predictive models for geosmin-related taste and odor in Kansas, USA, drinking water reservoirs |
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