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Exploring the influence of meteorological conditions on the performance of a waste stabilization pond at high altitude with structural equation modeling
Algal photosynthesis plays a key role in the removal mechanisms of waste stabilization ponds (WSPs), which is indicated in the variations of three parameters, dissolved oxygen, pH, and chlorophyll a. These variations can be considerably affected by extreme climatic conditions at high altitude. To in...
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Published in: | Water science and technology 2018-08, Vol.78 (1-2), p.37-48 |
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creator | Ho, Long T Pham, Duy T Van Echelpoel, Wout Alvarado, Andres Espinoza-Palacios, Juan E Arevalo-Durazno, Maria B Goethals, Peter L M |
description | Algal photosynthesis plays a key role in the removal mechanisms of waste stabilization ponds (WSPs), which is indicated in the variations of three parameters, dissolved oxygen, pH, and chlorophyll a. These variations can be considerably affected by extreme climatic conditions at high altitude. To investigate these effects, three sampling campaigns were conducted in a high-altitude WSP in Cuenca (Ecuador). From the collected data, the first application of structure equation modeling (SEM) on a pond system was fitted to analyze the influence of high-altitude characteristics on pond performance, especially on the three indicators. Noticeably, air temperature appeared as the highest influencing factors as low temperature at high altitude can greatly decrease the growth rate of microorganisms. Strong wind and large diurnal variations of temperature, 7-20 °C, enhanced flow efficiency by improving mixing inside the ponds. Intense solar radiation brought both advantages and disadvantages as it boosted oxygen level during the day but promoted algal overgrowth causing oxygen depletion during the night. From these findings, the authors proposed insightful recommendations for future design, monitoring, and operation of high-altitude WSPs. Moreover, we also recommended SEM to pond engineers as an effective tool for better simulation of such complex systems like WSPs. |
doi_str_mv | 10.2166/wst.2018.254 |
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These variations can be considerably affected by extreme climatic conditions at high altitude. To investigate these effects, three sampling campaigns were conducted in a high-altitude WSP in Cuenca (Ecuador). From the collected data, the first application of structure equation modeling (SEM) on a pond system was fitted to analyze the influence of high-altitude characteristics on pond performance, especially on the three indicators. Noticeably, air temperature appeared as the highest influencing factors as low temperature at high altitude can greatly decrease the growth rate of microorganisms. Strong wind and large diurnal variations of temperature, 7-20 °C, enhanced flow efficiency by improving mixing inside the ponds. Intense solar radiation brought both advantages and disadvantages as it boosted oxygen level during the day but promoted algal overgrowth causing oxygen depletion during the night. From these findings, the authors proposed insightful recommendations for future design, monitoring, and operation of high-altitude WSPs. Moreover, we also recommended SEM to pond engineers as an effective tool for better simulation of such complex systems like WSPs.</description><identifier>ISSN: 0273-1223</identifier><identifier>EISSN: 1996-9732</identifier><identifier>DOI: 10.2166/wst.2018.254</identifier><identifier>PMID: 30101787</identifier><language>eng</language><publisher>England: IWA Publishing</publisher><subject>Air temperature ; Algae ; Altitude ; Chemical oxygen demand ; Chlorophyll ; Chlorophyll a ; Climatic conditions ; Complex systems ; Computer simulation ; Data processing ; Design ; Dissolved oxygen ; Diurnal variations ; E coli ; Ecuador ; Efficiency ; Effluents ; Environmental science ; Growth rate ; High altitude ; Low temperature ; Mathematical models ; Microorganisms ; Modelling ; Models, Biological ; Oxygen ; Oxygen - metabolism ; Oxygen depletion ; Photosynthesis ; Ponds ; Removal ; Solar Energy ; Solar radiation ; Stabilization ponds ; Structural equation modeling ; System effectiveness ; Temperature ; Temperature effects ; VOCs ; Volatile organic compounds ; Waste Disposal, Fluid - statistics & numerical data ; Waste stabilization ponds ; Water Purification - statistics & numerical data ; Weather</subject><ispartof>Water science and technology, 2018-08, Vol.78 (1-2), p.37-48</ispartof><rights>Copyright IWA Publishing Aug 2018</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c357t-d88a3864b39c872329b2a30c9531b7d6e3c23627f54c7cf217b6f3dedc6c8fee3</citedby><cites>FETCH-LOGICAL-c357t-d88a3864b39c872329b2a30c9531b7d6e3c23627f54c7cf217b6f3dedc6c8fee3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,777,781,27905,27906</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30101787$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Ho, Long T</creatorcontrib><creatorcontrib>Pham, Duy T</creatorcontrib><creatorcontrib>Van Echelpoel, Wout</creatorcontrib><creatorcontrib>Alvarado, Andres</creatorcontrib><creatorcontrib>Espinoza-Palacios, Juan E</creatorcontrib><creatorcontrib>Arevalo-Durazno, Maria B</creatorcontrib><creatorcontrib>Goethals, Peter L M</creatorcontrib><title>Exploring the influence of meteorological conditions on the performance of a waste stabilization pond at high altitude with structural equation modeling</title><title>Water science and technology</title><addtitle>Water Sci Technol</addtitle><description>Algal photosynthesis plays a key role in the removal mechanisms of waste stabilization ponds (WSPs), which is indicated in the variations of three parameters, dissolved oxygen, pH, and chlorophyll a. These variations can be considerably affected by extreme climatic conditions at high altitude. To investigate these effects, three sampling campaigns were conducted in a high-altitude WSP in Cuenca (Ecuador). From the collected data, the first application of structure equation modeling (SEM) on a pond system was fitted to analyze the influence of high-altitude characteristics on pond performance, especially on the three indicators. Noticeably, air temperature appeared as the highest influencing factors as low temperature at high altitude can greatly decrease the growth rate of microorganisms. Strong wind and large diurnal variations of temperature, 7-20 °C, enhanced flow efficiency by improving mixing inside the ponds. Intense solar radiation brought both advantages and disadvantages as it boosted oxygen level during the day but promoted algal overgrowth causing oxygen depletion during the night. From these findings, the authors proposed insightful recommendations for future design, monitoring, and operation of high-altitude WSPs. Moreover, we also recommended SEM to pond engineers as an effective tool for better simulation of such complex systems like WSPs.</description><subject>Air temperature</subject><subject>Algae</subject><subject>Altitude</subject><subject>Chemical oxygen demand</subject><subject>Chlorophyll</subject><subject>Chlorophyll a</subject><subject>Climatic conditions</subject><subject>Complex systems</subject><subject>Computer simulation</subject><subject>Data processing</subject><subject>Design</subject><subject>Dissolved oxygen</subject><subject>Diurnal variations</subject><subject>E coli</subject><subject>Ecuador</subject><subject>Efficiency</subject><subject>Effluents</subject><subject>Environmental science</subject><subject>Growth rate</subject><subject>High altitude</subject><subject>Low temperature</subject><subject>Mathematical models</subject><subject>Microorganisms</subject><subject>Modelling</subject><subject>Models, Biological</subject><subject>Oxygen</subject><subject>Oxygen - metabolism</subject><subject>Oxygen depletion</subject><subject>Photosynthesis</subject><subject>Ponds</subject><subject>Removal</subject><subject>Solar Energy</subject><subject>Solar radiation</subject><subject>Stabilization ponds</subject><subject>Structural equation modeling</subject><subject>System effectiveness</subject><subject>Temperature</subject><subject>Temperature effects</subject><subject>VOCs</subject><subject>Volatile organic compounds</subject><subject>Waste Disposal, Fluid - statistics & numerical data</subject><subject>Waste stabilization ponds</subject><subject>Water Purification - statistics & numerical data</subject><subject>Weather</subject><issn>0273-1223</issn><issn>1996-9732</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><recordid>eNo90ctO4zAUBmALDYJy2bEeWZotKb6ktrMcoXKRkNjAOnKc49YoiYPtqMCT8Li4tLDy5vN_js6P0AUlc0aFuNrENGeEqjlblAdoRqtKFJXk7A-aESZ5QRnjx-gkxhdCiOQlOULHnFBCpZIz9Ll8Gzsf3LDCaQ3YDbabYDCAvcU9JPDBd37ljO6w8UPrkvNDxH741iME60Ov917jjY4JcEy6cZ370FuMx_wN64TXbrXGuksuTS3gjUvrDMNk0hRyOLxOO977Frq8zhk6tLqLcL5_T9HzzfLp-q54eLy9v_7_UBi-kKloldJcibLhlVGScVY1THNiqgWnjWwFcMO4YNIuSiONZVQ2wvIWWiOMsgD8FP3b5Y7Bv04QU_3ipzDkkTWjTBEpSsWyutwpE3yMAWw9Btfr8F5TUm9rqHMN9baGOteQ-d996NT00P7in7vzLwcbh3Y</recordid><startdate>201808</startdate><enddate>201808</enddate><creator>Ho, Long T</creator><creator>Pham, Duy T</creator><creator>Van Echelpoel, Wout</creator><creator>Alvarado, Andres</creator><creator>Espinoza-Palacios, Juan E</creator><creator>Arevalo-Durazno, Maria B</creator><creator>Goethals, Peter L M</creator><general>IWA Publishing</general><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>3V.</scope><scope>7QH</scope><scope>7UA</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FE</scope><scope>8FG</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>BKSAR</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>F1W</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>H96</scope><scope>H97</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>L.G</scope><scope>L6V</scope><scope>M0S</scope><scope>M1P</scope><scope>M7S</scope><scope>PCBAR</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PTHSS</scope></search><sort><creationdate>201808</creationdate><title>Exploring the influence of meteorological conditions on the performance of a waste stabilization pond at high altitude with structural equation modeling</title><author>Ho, Long T ; Pham, Duy T ; Van Echelpoel, Wout ; Alvarado, Andres ; Espinoza-Palacios, Juan E ; Arevalo-Durazno, Maria B ; Goethals, Peter L M</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c357t-d88a3864b39c872329b2a30c9531b7d6e3c23627f54c7cf217b6f3dedc6c8fee3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Air temperature</topic><topic>Algae</topic><topic>Altitude</topic><topic>Chemical oxygen demand</topic><topic>Chlorophyll</topic><topic>Chlorophyll a</topic><topic>Climatic conditions</topic><topic>Complex systems</topic><topic>Computer simulation</topic><topic>Data processing</topic><topic>Design</topic><topic>Dissolved oxygen</topic><topic>Diurnal variations</topic><topic>E coli</topic><topic>Ecuador</topic><topic>Efficiency</topic><topic>Effluents</topic><topic>Environmental science</topic><topic>Growth rate</topic><topic>High altitude</topic><topic>Low temperature</topic><topic>Mathematical models</topic><topic>Microorganisms</topic><topic>Modelling</topic><topic>Models, Biological</topic><topic>Oxygen</topic><topic>Oxygen - 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These variations can be considerably affected by extreme climatic conditions at high altitude. To investigate these effects, three sampling campaigns were conducted in a high-altitude WSP in Cuenca (Ecuador). From the collected data, the first application of structure equation modeling (SEM) on a pond system was fitted to analyze the influence of high-altitude characteristics on pond performance, especially on the three indicators. Noticeably, air temperature appeared as the highest influencing factors as low temperature at high altitude can greatly decrease the growth rate of microorganisms. Strong wind and large diurnal variations of temperature, 7-20 °C, enhanced flow efficiency by improving mixing inside the ponds. Intense solar radiation brought both advantages and disadvantages as it boosted oxygen level during the day but promoted algal overgrowth causing oxygen depletion during the night. From these findings, the authors proposed insightful recommendations for future design, monitoring, and operation of high-altitude WSPs. Moreover, we also recommended SEM to pond engineers as an effective tool for better simulation of such complex systems like WSPs.</abstract><cop>England</cop><pub>IWA Publishing</pub><pmid>30101787</pmid><doi>10.2166/wst.2018.254</doi><tpages>12</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Air temperature Algae Altitude Chemical oxygen demand Chlorophyll Chlorophyll a Climatic conditions Complex systems Computer simulation Data processing Design Dissolved oxygen Diurnal variations E coli Ecuador Efficiency Effluents Environmental science Growth rate High altitude Low temperature Mathematical models Microorganisms Modelling Models, Biological Oxygen Oxygen - metabolism Oxygen depletion Photosynthesis Ponds Removal Solar Energy Solar radiation Stabilization ponds Structural equation modeling System effectiveness Temperature Temperature effects VOCs Volatile organic compounds Waste Disposal, Fluid - statistics & numerical data Waste stabilization ponds Water Purification - statistics & numerical data Weather |
title | Exploring the influence of meteorological conditions on the performance of a waste stabilization pond at high altitude with structural equation modeling |
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