Optimizing phosphorus removal for municipal wastewater post-treatment with Chlorella vulgaris
The microalgal species Chlorella vulgaris was cultivated in batch conditions to identify the optimum set of initial conditions for the best biomass growth rate, phosphate removal, polyphosphate accumulation, and protein productivity. To study the effect of phosphorus deficiency caused stress, the mi...
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Veröffentlicht in: | Journal of environmental management 2022-12, Vol.324, p.116313-116313, Article 116313 |
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description | The microalgal species Chlorella vulgaris was cultivated in batch conditions to identify the optimum set of initial conditions for the best biomass growth rate, phosphate removal, polyphosphate accumulation, and protein productivity. To study the effect of phosphorus deficiency caused stress, the microalgal biomass was exposed to phosphorus deficiency conditions for periods varying between 1 and 10 days and inoculated at different initial biomass and phosphate concentrations. A 10-day period of phosphate deficiency, supported by low initial biomass concentration (∼0.25 mg DW L−1), increased the phosphate removal by 62–175% when compared to the reference conditions. A 10-day period of biomass P-deficiency also boosted the polyphosphate accumulation and protein productivity, increasing them up to 40 and 46.8 times, respectively, if compared to reference conditions. At the same time, optimization algorithm model results suggested one-day biomass P-starvation with low initial biomass concentration as the optimum combination to achieve the highest performance while the initial phosphate concentration had less impact. The initial conditions suggested by the optimization model were validated in a sequencing batch photobioreactor, giving 101.7 and 138.0% more phosphate removal and polyphosphate accumulation, compared to the reference conditions. The obtained results present microalgae exposure to phosphorus stress as a supplementary tool for wastewater post-treatment targeted on rapid phosphorus removal.
•Chlorella vulgaris exposure to a condition of phosphorus (P) deficiency induced biomass P-starvation.•P-starvation enhanced the phosphate uptake from synthetic wastewater by C. vulgaris.•Polyphosphate accumulation and protein productivity increased for P-starved biomass.•P-starvation and low biomass density in photobioreactor boosted the wastewater bioremediation.•Biomass P-starvation showed potential for improved wastewater post-treatment. |
doi_str_mv | 10.1016/j.jenvman.2022.116313 |
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•Chlorella vulgaris exposure to a condition of phosphorus (P) deficiency induced biomass P-starvation.•P-starvation enhanced the phosphate uptake from synthetic wastewater by C. vulgaris.•Polyphosphate accumulation and protein productivity increased for P-starved biomass.•P-starvation and low biomass density in photobioreactor boosted the wastewater bioremediation.•Biomass P-starvation showed potential for improved wastewater post-treatment.</description><identifier>ISSN: 0301-4797</identifier><identifier>EISSN: 1095-8630</identifier><identifier>DOI: 10.1016/j.jenvman.2022.116313</identifier><language>eng</language><publisher>Elsevier Ltd</publisher><subject>Microalgae ; Optimization model ; Phosphorus ; Polyphosphate ; Protein ; Wastewater</subject><ispartof>Journal of environmental management, 2022-12, Vol.324, p.116313-116313, Article 116313</ispartof><rights>2022 Elsevier Ltd</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c342t-756d92a86701d21a71605054cdea09846d2906890641ac4905138239dc1f57b83</citedby><cites>FETCH-LOGICAL-c342t-756d92a86701d21a71605054cdea09846d2906890641ac4905138239dc1f57b83</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.jenvman.2022.116313$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids></links><search><creatorcontrib>Lavrinovičs, Aigars</creatorcontrib><creatorcontrib>Mežule, Linda</creatorcontrib><creatorcontrib>Cacivkins, Pāvels</creatorcontrib><creatorcontrib>Juhna, Tālis</creatorcontrib><title>Optimizing phosphorus removal for municipal wastewater post-treatment with Chlorella vulgaris</title><title>Journal of environmental management</title><description>The microalgal species Chlorella vulgaris was cultivated in batch conditions to identify the optimum set of initial conditions for the best biomass growth rate, phosphate removal, polyphosphate accumulation, and protein productivity. To study the effect of phosphorus deficiency caused stress, the microalgal biomass was exposed to phosphorus deficiency conditions for periods varying between 1 and 10 days and inoculated at different initial biomass and phosphate concentrations. A 10-day period of phosphate deficiency, supported by low initial biomass concentration (∼0.25 mg DW L−1), increased the phosphate removal by 62–175% when compared to the reference conditions. A 10-day period of biomass P-deficiency also boosted the polyphosphate accumulation and protein productivity, increasing them up to 40 and 46.8 times, respectively, if compared to reference conditions. At the same time, optimization algorithm model results suggested one-day biomass P-starvation with low initial biomass concentration as the optimum combination to achieve the highest performance while the initial phosphate concentration had less impact. The initial conditions suggested by the optimization model were validated in a sequencing batch photobioreactor, giving 101.7 and 138.0% more phosphate removal and polyphosphate accumulation, compared to the reference conditions. The obtained results present microalgae exposure to phosphorus stress as a supplementary tool for wastewater post-treatment targeted on rapid phosphorus removal.
•Chlorella vulgaris exposure to a condition of phosphorus (P) deficiency induced biomass P-starvation.•P-starvation enhanced the phosphate uptake from synthetic wastewater by C. vulgaris.•Polyphosphate accumulation and protein productivity increased for P-starved biomass.•P-starvation and low biomass density in photobioreactor boosted the wastewater bioremediation.•Biomass P-starvation showed potential for improved wastewater post-treatment.</description><subject>Microalgae</subject><subject>Optimization model</subject><subject>Phosphorus</subject><subject>Polyphosphate</subject><subject>Protein</subject><subject>Wastewater</subject><issn>0301-4797</issn><issn>1095-8630</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNqFkEGL2zAQhcXSQtO0P6HgYy_OzkiWZZ2WEtrdhUAuu8dFqPIkUbAtV5IT2l9fh-S-h8cw8N5j5mPsG8IKAev74-pIw6m3w4oD5yvEWqC4YwsELcumFvCBLUAAlpXS6hP7nNIRAARHtWBv2zH73v_zw74YDyHNilMqIvXhZLtiF2LRT4N3fpy3s02ZzjZTLMaQcpkj2dzTkIuzz4difehCpK6zxWnq9jb69IV93Nku0dfbXLLXXz9f1k_lZvv4vP6xKZ2oeC6VrFvNbVMrwJajVViDBFm5lizopqpbrqFuZlVoXaVBomi40K3DnVS_G7Fk36-9Ywx_JkrZ9D65yykDhSkZrjhyqZWWs1VerS6GlCLtzBh9b-Nfg2AuOM3R3HCaC05zxTnnHq45mv84eYomOU-Do9ZHctm0wb_T8B-p74F_</recordid><startdate>20221215</startdate><enddate>20221215</enddate><creator>Lavrinovičs, Aigars</creator><creator>Mežule, Linda</creator><creator>Cacivkins, Pāvels</creator><creator>Juhna, Tālis</creator><general>Elsevier Ltd</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20221215</creationdate><title>Optimizing phosphorus removal for municipal wastewater post-treatment with Chlorella vulgaris</title><author>Lavrinovičs, Aigars ; Mežule, Linda ; Cacivkins, Pāvels ; Juhna, Tālis</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c342t-756d92a86701d21a71605054cdea09846d2906890641ac4905138239dc1f57b83</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Microalgae</topic><topic>Optimization model</topic><topic>Phosphorus</topic><topic>Polyphosphate</topic><topic>Protein</topic><topic>Wastewater</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lavrinovičs, Aigars</creatorcontrib><creatorcontrib>Mežule, Linda</creatorcontrib><creatorcontrib>Cacivkins, Pāvels</creatorcontrib><creatorcontrib>Juhna, Tālis</creatorcontrib><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of environmental management</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lavrinovičs, Aigars</au><au>Mežule, Linda</au><au>Cacivkins, Pāvels</au><au>Juhna, Tālis</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Optimizing phosphorus removal for municipal wastewater post-treatment with Chlorella vulgaris</atitle><jtitle>Journal of environmental management</jtitle><date>2022-12-15</date><risdate>2022</risdate><volume>324</volume><spage>116313</spage><epage>116313</epage><pages>116313-116313</pages><artnum>116313</artnum><issn>0301-4797</issn><eissn>1095-8630</eissn><abstract>The microalgal species Chlorella vulgaris was cultivated in batch conditions to identify the optimum set of initial conditions for the best biomass growth rate, phosphate removal, polyphosphate accumulation, and protein productivity. To study the effect of phosphorus deficiency caused stress, the microalgal biomass was exposed to phosphorus deficiency conditions for periods varying between 1 and 10 days and inoculated at different initial biomass and phosphate concentrations. A 10-day period of phosphate deficiency, supported by low initial biomass concentration (∼0.25 mg DW L−1), increased the phosphate removal by 62–175% when compared to the reference conditions. A 10-day period of biomass P-deficiency also boosted the polyphosphate accumulation and protein productivity, increasing them up to 40 and 46.8 times, respectively, if compared to reference conditions. At the same time, optimization algorithm model results suggested one-day biomass P-starvation with low initial biomass concentration as the optimum combination to achieve the highest performance while the initial phosphate concentration had less impact. The initial conditions suggested by the optimization model were validated in a sequencing batch photobioreactor, giving 101.7 and 138.0% more phosphate removal and polyphosphate accumulation, compared to the reference conditions. The obtained results present microalgae exposure to phosphorus stress as a supplementary tool for wastewater post-treatment targeted on rapid phosphorus removal.
•Chlorella vulgaris exposure to a condition of phosphorus (P) deficiency induced biomass P-starvation.•P-starvation enhanced the phosphate uptake from synthetic wastewater by C. vulgaris.•Polyphosphate accumulation and protein productivity increased for P-starved biomass.•P-starvation and low biomass density in photobioreactor boosted the wastewater bioremediation.•Biomass P-starvation showed potential for improved wastewater post-treatment.</abstract><pub>Elsevier Ltd</pub><doi>10.1016/j.jenvman.2022.116313</doi><tpages>1</tpages></addata></record> |
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subjects | Microalgae Optimization model Phosphorus Polyphosphate Protein Wastewater |
title | Optimizing phosphorus removal for municipal wastewater post-treatment with Chlorella vulgaris |
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