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Shi S, Wang F, Hu Y, Zhou J, Zhang H, He C. Effects of running time on biological activated carbon filters: water purification performance and microbial community evolution. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2024; 31:21509-21523. [PMID: 38393555 DOI: 10.1007/s11356-024-32421-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/25/2023] [Accepted: 02/07/2024] [Indexed: 02/25/2024]
Abstract
Ozone-biologically activated carbon (BAC) filtration is an advanced treatment process that can be applied to remove recalcitrant organic micro-pollutants in drinking water treatment plants (DWTPs). In this study, we continuously monitored a new and an old BAC filter in a DWTP for 1 year to compare their water purification performance and microbial community evolution. The results revealed that, compared with the new filter, the use of the old BAC filter facilitated a slightly lower rate of dissolved organic carbon (DOC) removal. In the case of the new BAC filter, we recorded general increases in the biomass and microbial diversity of the biofilm with a prolongation of operating time, with the biomass stabilizing after 7 months. For both new and old BAC filters, Proteobacteria and Acidobacteria were the dominant bacterial phyla. At the genus level, the microbial community gradually shifted over the course of operation from a predominance of Herminiimonas and Hydrogenophaga to one predominated by Bradyrhizbium, Bryobacter, Hyphomicrobium, and Pedomicrobium, with Bradyrhizobium being established as the most abundant genus in the old BAC filter. Regarding spatial distribution, we detected reductions in the biomass and number of operational taxonomic units with increasing biofilm depth, whereas there was a corresponding increase in microbial diversity. However, compared with the effects of time, the influence of depth on the composition of the biofilm microbial community was considerably smaller. Furthermore, co-occurrence network analysis revealed that the microbial community network of the new filter after 11 months of operation was the most tightly connected, although its modular coefficient was the lowest of those assessed. We speculate that the positive and negative interactions within the network may be attributable to symbiotic or competitive relationships among species. Moreover, there may have been a significant negative interaction between SWB02 and Acidovorax, plausibly associated with a competition for substrates.
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Affiliation(s)
- Shuangjia Shi
- School of Environmental and Chemical Engineering, Shanghai University, Shanghai, 200444, China
| | - Feifei Wang
- School of Environmental and Chemical Engineering, Shanghai University, Shanghai, 200444, China.
| | - Yulin Hu
- School of Environmental and Chemical Engineering, Shanghai University, Shanghai, 200444, China
| | - Jie Zhou
- School of Environmental and Chemical Engineering, Shanghai University, Shanghai, 200444, China
| | - Haiting Zhang
- School of Environmental and Chemical Engineering, Shanghai University, Shanghai, 200444, China
| | - Chiquan He
- School of Environmental and Chemical Engineering, Shanghai University, Shanghai, 200444, China
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2
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Lin H, Hou Q, Sun X, Hu G, Yu R. Oyster shell for drinking water filtration compared with granular activated carbon: advantages and limitations. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023; 30:121475-121486. [PMID: 37950780 DOI: 10.1007/s11356-023-30781-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/24/2023] [Accepted: 10/27/2023] [Indexed: 11/13/2023]
Abstract
Deliberate media selection can be conducted to achieve targeted objective in filters. In this study, three biofilters (BFs) packed with calcinated oyster shell (COS), granular activated carbon (GAC), and COS + GAC (Mix) were set up in parallel following a rough filter packed with natural oyster shell to compare the performance for treating micro-polluted source water. Different media showed selective removal effects for different pollutants. GAC outperformed COS in terms of TOC and UV254. COS achieved higher reduction in turbidity than GAC. Due to the removal of total bacteria, the absolute and relative abundance of antibiotic resistance genes (ARGs) both decreased much in rough filter treated water (1.16 × 1014 to 1.40 × 1013 copies L-1 and 81.6 to 36.9%, respectively). The highest diverse and rich bacterial community was found in the biofilms on the COS filler, so microbial leakage gave rise to high bacterial content, leading to the highest absolute abundance of ARGs in COS BF effluent (2.11 × 1013 copies L-1). The highest relative abundance of ARGs (41.2%) was found in GAC BF effluent. SourceTracker and biomarker analysis both suggested that treatment process played a more important role in shaping the bacterial community structure in Mix BF effluent than single media BFs, which contributed to the lowest absolute (8.69 × 1012 copies L-1) and relative abundance (25.2%) of ARGs in Mix BF effluent among the three BFs. Our results suggested that mix COS + GAC can not only give full play to their respective advantages for traditional pollutants, but also achieve highest reduction in ARGs.
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Affiliation(s)
- Huirong Lin
- College of Chemical Engineering, Huaqiao University, Xiamen, 361021, China
- Institute of Environmental and Ecological Engineering, Huaqiao University, Xiamen, 361021, China
| | - Quanyang Hou
- College of Chemical Engineering, Huaqiao University, Xiamen, 361021, China
- Institute of Environmental and Ecological Engineering, Huaqiao University, Xiamen, 361021, China
| | - Xiaohui Sun
- College of Chemical Engineering, Huaqiao University, Xiamen, 361021, China
| | - Gongren Hu
- College of Chemical Engineering, Huaqiao University, Xiamen, 361021, China
- Institute of Environmental and Ecological Engineering, Huaqiao University, Xiamen, 361021, China
| | - Ruilian Yu
- College of Chemical Engineering, Huaqiao University, Xiamen, 361021, China.
- Institute of Environmental and Ecological Engineering, Huaqiao University, Xiamen, 361021, China.
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3
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Yuan J, Fox F, Crowe G, Mortazavian S, Passeport E, Hofmann R. Is In-Service Granular Activated Carbon Biologically Active? An Evaluation of Alternative Experimental Methods to Distinguish Adsorption and Biodegradation in GAC. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2022; 56:16125-16133. [PMID: 36210519 DOI: 10.1021/acs.est.2c03639] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
In-service granular activated carbon (GAC) may transform into biological activated carbon (BAC) and remove contaminants through both adsorption and biodegradation, but it is difficult to determine its biodegradative capacity. One approach to understand the GAC biodegradative capacity is to compare the performance between unsterilized and sterilized GAC, but the sterilization methods may not ensure effective microbial inhibition and may affect adsorption. This study identified the 14C-glucose respiration rate as the best metric to evaluate the effectiveness of three sterilization methods: sodium azide addition, autoclaving, and γ irradiation. The sterilization protocols were refined, including continuously feeding 300 mg/L of sodium azide, three cycles of autoclaving, and 10-12 kGy of γ irradiation. Parallel minicolumn tests were conducted to identify sodium azide addition as the most broadly effective sterilization method with an insignificant effect on adsorption in most cases, except for the adsorption of anionic compounds under certain conditions. Nevertheless, this problem was solved by decreasing the azide dosage as long as it is still sufficient to provide effective microbial inhibition. This study helps to develop an approach that differentiates adsorption and biodegradation in GAC, which could be used by future studies to advance our understanding of BAC filtration.
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Affiliation(s)
- Jie Yuan
- Department of Civil & Mineral Engineering, University of Toronto, Toronto, Ontario, CanadaM5S 1A4
| | - Fiona Fox
- Department of Civil & Mineral Engineering, University of Toronto, Toronto, Ontario, CanadaM5S 1A4
| | - Grace Crowe
- Department of Civil & Mineral Engineering, University of Toronto, Toronto, Ontario, CanadaM5S 1A4
| | - Soroosh Mortazavian
- Department of Civil & Mineral Engineering, University of Toronto, Toronto, Ontario, CanadaM5S 1A4
| | - Elodie Passeport
- Department of Civil & Mineral Engineering, University of Toronto, Toronto, Ontario, CanadaM5S 1A4
- Department of Chemical Engineering and Applied Chemistry, University of Toronto, 200 College Street, Toronto, Ontario, CanadaM5S 3E5
| | - Ron Hofmann
- Department of Civil & Mineral Engineering, University of Toronto, Toronto, Ontario, CanadaM5S 1A4
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4
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Lin H, Hou Q, Luo Y, Hu G, Yu J, Yu R. Reutilization of waste oyster shell as filler for filter for drinking water pretreatment: Feasibility and implication. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2022; 315:115142. [PMID: 35500484 DOI: 10.1016/j.jenvman.2022.115142] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Revised: 04/09/2022] [Accepted: 04/20/2022] [Indexed: 06/14/2023]
Abstract
Oyster shell (OS) is a kind of reusable resource that can serve as carbon source, biofilms carrier and basifying agent, suggesting it is an attractive filler option for biofiltration, but studies on its application in drinking water treatment are limited. In this study, one pilot-scale up-flow filter filled with OS media were designed to pretreat surface source water. Filter performance and biological functions were investigated to determine its application scope. The results showed that effluent pH increased and was stable around 7.5 due to the alkalinity provided by OS and its buffering capacity. High and stable removal efficiencies of turbidity (mostly >60%) were achieved. The removal efficiencies of NH4+-N changed in a wide range (mostly <30%). TOC and UV254 removal rate was low (<10%). The biofilms formation period took about 45 days. During this period, this filter mainly removed pollutants through adsorption by OS. High-throughput sequencing results showed that functional taxa did not play a key role after adsorption saturation in early operation period. Functional microbial taxa formed on the OS surface after long-term operation and NH4+-N removal rate increased to some extent. Our results suggested that unburned OS filter can be used as rough filter for turbidity removal instead of coagulation and sedimentation process. Preoxidation, calcination of OS, mixed with other filler and are recommended to improve the performance if it would be used for biofiltration. This study provides an insight for the reuse of OS in drinking water treatment.
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Affiliation(s)
- Huirong Lin
- College of Chemical Engineering, Huaqiao University, Xiamen, 361021, China; Institute of Environmental and Ecological Engineering, Huaqiao University, Xiamen 361021, China
| | - Quanyang Hou
- College of Chemical Engineering, Huaqiao University, Xiamen, 361021, China; Institute of Environmental and Ecological Engineering, Huaqiao University, Xiamen 361021, China
| | - Yang Luo
- Third Institute of Oceanography, Ministry of Natural Resources, Xiamen 361005, China
| | - Gongren Hu
- College of Chemical Engineering, Huaqiao University, Xiamen, 361021, China; Key Laboratory of Environmental Monitoring of University in Fujian Province, Xiamen 361024, China
| | | | - Ruilian Yu
- College of Chemical Engineering, Huaqiao University, Xiamen, 361021, China; Institute of Environmental and Ecological Engineering, Huaqiao University, Xiamen 361021, China.
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5
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Fofana R, Peng B, Huynh H, Sajjad M, Jones K, Al-Omari A, Bott C, Delgado Vela J, Murthy S, Wett B, Debarbadillo C, De Clippeleir H. Media selection for anammox-based polishing filters: Balancing anammox enrichment and retention with filtration function. WATER ENVIRONMENT RESEARCH : A RESEARCH PUBLICATION OF THE WATER ENVIRONMENT FEDERATION 2022; 94:e10724. [PMID: 35614874 DOI: 10.1002/wer.10724] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Revised: 04/13/2022] [Accepted: 05/01/2022] [Indexed: 06/15/2023]
Abstract
Retrofitting conventional denitrification filters into partial denitrification-anammox (PdNA)- or anammox (AnAOB)-based filters will reduce the needs for external carbon addition. The success of AnAOB-based filters depends on anammox growth and retention within such filters. Studies have overlooked the importance of media selection and its impact on AnAOB capacity, head loss progression dynamics, and shear conditions applied onto the AnAOB biofilm. The objective of this study was to evaluate viable media types (10 types) that can enhance AnAOB rates for efficient nitrogen removal in filters. Given the higher backwash requirement and lower AnAOB capacity of the conventionally used sand, expanded clay (3-5 mm) was recommended for AnAOB-based filters in this study. Owing to its surface characteristics, expanded clay had higher AnAOB activity (304- vs. 104-g NH4 + -N/m2 /day) and higher AnAOB retention (43% more) than sand. Increasing the iron content of expanded clay to 37% resulted in an increase in zeta potential, which led to 56% more anammox capacity compared to expanded clay with 7% iron content. This work provides insight into the importance of media types in the growth and retention of AnAOB in filters, and this knowledge could be used as basis in the development of PdNA filters. PRACTITIONER POINTS: Expanded clay showed the lowest head loss buildup and most likely will result in longer runtime for full-scale PdNA applications The highest AnAOB rates were achieved in expanded clay types and sand compared with smaller media typically used in biofiltration Expanded clay resulted in better AnAOB retention under shear, whereas sand could not withstand shear and required more frequent backwashing Expanded clay iron coating enhanced AnAOB enrichment and retention, most likely due to increased surface roughness and/or positive charge.
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Affiliation(s)
- Rahil Fofana
- DC Water & Sewer Authority, Washington, District of Columbia, USA
- Howard University, Washington, District of Columbia, USA
| | - Bo Peng
- DC Water & Sewer Authority, Washington, District of Columbia, USA
| | - Huu Huynh
- DC Water & Sewer Authority, Washington, District of Columbia, USA
| | - Mehran Sajjad
- DC Water & Sewer Authority, Washington, District of Columbia, USA
| | - Kimberly Jones
- Howard University, Washington, District of Columbia, USA
| | - Ahmed Al-Omari
- DC Water & Sewer Authority, Washington, District of Columbia, USA
| | - Charles Bott
- Hampton Roads Sanitation District, Virginia Beach, Virginia, USA
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6
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Chantarasrisuriyawong T, Prasert T, Yuthawong V, Phungsai P. Changes in molecular dissolved organic matter and disinfection by-product formation during granular activated carbon filtration by unknown screening analysis with Orbitrap mass spectrometry. WATER RESEARCH 2022; 211:118039. [PMID: 34999315 DOI: 10.1016/j.watres.2022.118039] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Revised: 11/02/2021] [Accepted: 01/02/2022] [Indexed: 06/14/2023]
Abstract
The minimization of disinfection by-product (DBP) formation by the removal of its precursors before water disinfection is a highly effective approach. Granular activated carbon (GAC) filtration is widely used for water treatment, but our understanding of molecular dissolved organic matter (DOM) remains insufficient. This research investigates the removal of DOM and the minimization of DBP formation by pilot-scale coal- and coconut-based granular activated carbon filtrations (coAC and ccAC, respectively) using unknown screening analysis with Orbitrap mass spectrometry. DOM adsorption rates by both GACs were fitted with pseudo-second order models with initial adsorption rates of 0.005 mg g-1 min-1 and 0.022 mg g-1 min-1 for ccAC and coAC, respectively. Based on observations, ccAC was more effective in the removal of dissolved organic carbon and prolonged adsorption longer than coAC, as the breakthrough of coAC was found on Day 10. ccAC removed compounds with carbon, hydrogen, and oxygen (CHO features) with a wide range of oxidation states, as indicated by the carbon oxidation state (Cos), and a wide range of unsaturation, as indicated by oxygen subtracted double bond equivalent per carbon ([DBE-O]/C), while coAC selectively removed only those CHO features with less oxidized characters. Less oxidized compounds (low Cos) were preferentially removed with less contact time, while more oxidized compounds needed more contact time to adsorb on the GACs. A biofilm was developed on Day 60, and many CHO features were found to have increased after GAC treatment on Day 60, indicating the formation of microbial products. Chlorination resulted in a decrease in many CHO and CHO with Cl atom (CHOCl) features and the formation of CHOCl DBPs more than CHO DBP features. ccAC was effective in the minimization of trihalomethane (THM) and CHOCl DBP feature formations on Day 10 and Day 60, while coAC was found to be much less effective.
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Affiliation(s)
| | - Thirawit Prasert
- Department of Environmental Engineering, Faculty of Engineering, Khon Kaen University, Khon Kaen 40002, Thailand
| | - Vitharuch Yuthawong
- Department of Environmental Engineering, Faculty of Engineering, Kasetsart University, Bangkok 10900, Thailand
| | - Phanwatt Phungsai
- Department of Environmental Engineering, Faculty of Engineering, Khon Kaen University, Khon Kaen 40002, Thailand; Research Center for Environmental and Hazardous Substance Management, Khon Kaen University, Khon Kaen 40002, Thailand.
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7
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Keon MR, McKie MJ, Taylor-Edmonds L, Andrews RC. Evaluation of enzyme activity for monitoring biofiltration performance in drinking water treatment. WATER RESEARCH 2021; 205:117636. [PMID: 34555739 DOI: 10.1016/j.watres.2021.117636] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Revised: 08/29/2021] [Accepted: 09/02/2021] [Indexed: 06/13/2023]
Abstract
Many water providers monitor adenosine triphosphate (ATP) as an indicator of biological acclimation of their biofilters; however, strong correlations between ATP concentration and filter performance (e.g., organic matter or disinfection by-product precursor removal) are not typically observed. As an alternative, this study evaluated the use of enzyme activity for monitoring biological processes within filters. Recent studies have proposed that enzyme activity may be used as an indicator of biofilter function as it provides a means to quantify biodegradation which may allow for a more accurate measure of degradation potential and to gain a better understanding of biofilter performance. Sampling was completed from full- and pilot-scale biofilters to assess impacts associated with pre-treatments, varying sources waters, as well as pre-treatment and operating conditions. Enzyme activity (carboxylic esterase, phosphatase, ß-glucosidase, α-glucosidase, ß-xylosidase, chitinase, and cellulase) and ATP were measured from the top 5 cm of biofilter media representative of typical full-scale sampling; water quality parameters included dissolved organic carbon (DOC) and disinfection by-products (DBPs): trihalomethane (THM) formation potential (FP), and haloacetic acid FP (HAA FP). Results confirmed that ATP was not a reliable monitoring tool for DOC and DBP FP reduction in biofilters. A strong relationship was observed between esterase activity and DOC reduction; chitinase activity significantly correlated to THM FP reduction for filters treating three different source waters and HAA FP reduction achieved by filters treating the same source water with a range of pre-treatment and backwash conditions. This study showed that enzyme activity may be appropriate for monitoring biological processes within drinking water filters and may act as a surrogate for the removal of organic compounds.
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Affiliation(s)
- Meaghan R Keon
- Department of Civil and Mineral Engineering, University of Toronto, 35 St. George St., Toronto, Ontario, M5S 1A4, Canada.
| | - Michael J McKie
- Department of Civil and Mineral Engineering, University of Toronto, 35 St. George St., Toronto, Ontario, M5S 1A4, Canada.
| | - Liz Taylor-Edmonds
- Department of Civil and Mineral Engineering, University of Toronto, 35 St. George St., Toronto, Ontario, M5S 1A4, Canada.
| | - Robert C Andrews
- Department of Civil and Mineral Engineering, University of Toronto, 35 St. George St., Toronto, Ontario, M5S 1A4, Canada.
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8
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Shifting from Conventional to Organic Filter Media in Wastewater Biofiltration Treatment: A Review. APPLIED SCIENCES-BASEL 2021. [DOI: 10.3390/app11188650] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Biofiltration is a promising wastewater treatment green technology employed to remove various types of pollutants. The efficiency of biofiltration relies on biofilm, and its performance is significantly influenced by various factors such as dissolved oxygen concentration, organic loading rate, hydraulic retention time, temperature, and filter media selection. The existing biofilters utilize conventional media such as gravel, sand, anthracite, and many other composite materials. The material cost of these conventional filter materials is usually higher compared to using organic waste materials as the filter media. However, the utilization of organic materials as biofilter media has not been fully explored and their potential in terms of physicochemical properties to promote biofilm growth is lacking in the literature. Therefore, this review critically discusses the potential of shifting conventional filter media to that of organic in biofiltration wastewater treatment, focusing on filtration efficiency-influenced factors, their comparative filtration performance, advantages, and disadvantages, as well as challenges and prospective areas of organic biofilter development.
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9
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Pineda E, García-Ruiz MJ, Guaya D, Manrique J, Osorio F. Elimination of total coliforms and Escherichia coli from water by means of filtration with natural clays and silica sand in developing countries. ENVIRONMENTAL GEOCHEMISTRY AND HEALTH 2021; 43:195-207. [PMID: 32816161 DOI: 10.1007/s10653-020-00623-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/16/2019] [Accepted: 06/16/2020] [Indexed: 06/11/2023]
Abstract
This research presents the results of a pilot system used for water treatment to be supplied to single-family or small housing nucleus at rural sector. The pilot system is constituted by an up-flow aerated filter with ceramic carrier, followed by a second down-flow filter of silica sand. The pilot plant was installed in a rural sector of the province of Loja, Ecuador, with the main purpose of monitoring the reduction in bacteria in the water for human consumption. Two natural clays from the area were tested. They were transformed into sphere-type ceramics, and then, they were placed in the pilot filters. These both natural clays are inorganic materials with high content of aluminosilicate clay minerals with favourable characteristics to achieve greater efficiency for the reduction in bacteria. The acclimatization time of 60 days allowed to achieve optimum treatment efficiency performance until 90 days of operation. The physicochemical parameters, namely temperature, pH, dissolved oxygen and total dissolved solids, were monitored throughout the experiments. Regarding microbiological parameters, up to 99% of total coliforms removal was reached for the clay called CF-CC and 79% for the other, called CF-CV. In addition, 100% of total coliforms and Escherichia Coli removal was reached for both clay systems. Social and economic viability of the proposed treatment is also analysed in the manuscript.
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Affiliation(s)
- Edgar Pineda
- Department of Geology, Mines and Civil Engineering, UTPL, Universidad Técnica Particular de Loja, Barrio San Cayetano Alto, Marcelino Champagnat Street, s/n, Loja, Ecuador
| | - María J García-Ruiz
- Department of Civil Engineering, Institute of Water, University of Granada, Ramón y Cajal Street, 4, 18071, Granada, Spain.
| | - Diana Guaya
- Department of Chemical, UTPL, Universidad Técnica Particular de Loja, Barrio San Cayetano Alto, Marcelino Champagnat Street, s/n, Loja, Ecuador
| | - John Manrique
- Department of Geology, Mines and Civil Engineering, UTPL, Universidad Técnica Particular de Loja, Barrio San Cayetano Alto, Marcelino Champagnat Street, s/n, Loja, Ecuador
| | - Francisco Osorio
- Department of Civil Engineering, Institute of Water, University of Granada, Ramón y Cajal Street, 4, 18071, Granada, Spain
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McKie MJ, Taylor-Edmonds L, Andrews SA, Andrews RC. Effective enzyme activity: A proposed monitoring methodology for biofiltration systems with or without ozone. WATER RESEARCH 2020; 183:116069. [PMID: 32668352 DOI: 10.1016/j.watres.2020.116069] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/13/2019] [Revised: 06/11/2020] [Accepted: 06/15/2020] [Indexed: 06/11/2023]
Abstract
"Effective Enzyme Activity", or simply "Effective Activity", is proposed as a biofiltration monitoring tool which combines enzyme activity with empty bed contact time (EBCT) to quantify biodegradation potential. The primary objective of this study was to evaluate the applicability of the Effective Activity concept for predicting water quality in biofiltration systems. This pilot-scale study evaluated eight different biofilter configurations in order to quantify impacts associated with filter media (anthracite/sand or granular activated carbon), pre-treatment (settled water with or without ozonation) and operating conditions (15- and 30-min EBCT, and backwash with or without chlorine). Microbial characterization included biomass concentration, as measured by adenosine triphosphate (ATP), in addition to esterase and phosphatase activity. Water quality parameters included dissolved organic carbon (DOC), trihalomethane (THM) formation potential (FP), haloacetic acid (HAA) FP, haloacetonitrile (HAN) FP, iodinated DBP FP (THMs and HAAs) and inorganic nutrients (phosphorus and nitrogen). Results confirmed the benefits to treated water quality associated with the application of an ozone residual of 0.5 mg/L, utilization of GAC filter media, eliminating chlorinated backwash, and extending EBCT. This study demonstrated a good relationship between effective esterase activity and reductions in DOC and THM FP, including those systems which incorporate pre-ozonation. As such, this study showed that Effective Activity may be appropriate for relating biomass characterization to treated water quality and highlights the importance of quantifying biomass activity in addition to quantity.
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Affiliation(s)
- Michael J McKie
- University of Toronto, Department of Civil and Mineral Engineering, Canada.
| | - Liz Taylor-Edmonds
- University of Toronto, Department of Civil and Mineral Engineering, Canada
| | - Susan A Andrews
- University of Toronto, Department of Civil and Mineral Engineering, Canada
| | - Robert C Andrews
- University of Toronto, Department of Civil and Mineral Engineering, Canada
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11
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Xu L, Campos LC, Canales M, Ciric L. Drinking water biofiltration: Behaviour of antibiotic resistance genes and the association with bacterial community. WATER RESEARCH 2020; 182:115954. [PMID: 32650149 DOI: 10.1016/j.watres.2020.115954] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/27/2019] [Revised: 05/07/2020] [Accepted: 05/15/2020] [Indexed: 06/11/2023]
Abstract
Antibiotic resistance genes (ARGs) are being detected in drinking water frequently, constituting a major public health issue. As a typical drinking water treatment process, the biofilter may harbour various ARGs due to the filter biofilms established during the filtration process. The objective of this study was to investigate the behaviour of ARGs (blaCTX-M, blaOXA-1, blaTEM, ermB, tetA, tetG, tetQ, tetW, tetX, sul 1, sul 2, dfrA1 and dfrA12) and their possible association with bacteria in a bench-scale biofiltration system. The impact of filter media on horizontal gene transfer (HGT) was also explored using a model conjugative plasmid, RP1. The biofiltration system comprised four types of biofilters, including sand, granular activated carbon (GAC), GAC sandwich, and anthracite-sand biofilters. Results showed that although the absolute abundance of ARGs decreased (0.97-log reduction on average), the ARGs' abundance normalised to bacterial numbers showed an increasing trend in the filtered water. Biofilms collected from the surface layer revealed the lowest relative abundance of ARGs (p < 0.01) compared to the deeper layer biofilms, indicating that the proportion of ARG-carrying bacteria was greater in the lower position. Most chosen ARG numbers correlated to Proteobacteria, Acidobacteria and Nitrospirae phyla, which accounted for 51.9%, 5.2% and 2.0% of the biofilm communities, respectively. GAC media revealed the highest transfer frequency (2.60 × 10-5), followed by anthracite (5.31 × 10-6) and sand (2.47 × 10-6). Backwashing can reduce the transferability of RP1 plasmid significantly in biofilms but introduces more transconjugants into the planktonic phase. Overall, the results of this study could enhance our understanding of the prevalence of ARGs in drinking water biofiltration treatment.
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Affiliation(s)
- Like Xu
- Department of Civil, Environmental & Geomatic Engineering, University College London, London, WC1E 6BT, UK
| | - Luiza C Campos
- Department of Civil, Environmental & Geomatic Engineering, University College London, London, WC1E 6BT, UK
| | - Melisa Canales
- Department of Civil, Environmental & Geomatic Engineering, University College London, London, WC1E 6BT, UK
| | - Lena Ciric
- Department of Civil, Environmental & Geomatic Engineering, University College London, London, WC1E 6BT, UK.
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Xing X, Li T, Bi Z, Qi P, Li Z, Wang H, Lyu L, Gao Y, Hu C. Efficient removal of disinfection by-products precursors and inhibition of bacterial detachment by strong interaction of EPS with coconut shell activated carbon in ozone/biofiltration. JOURNAL OF HAZARDOUS MATERIALS 2020; 392:122077. [PMID: 32172068 DOI: 10.1016/j.jhazmat.2020.122077] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Revised: 12/27/2019] [Accepted: 01/11/2020] [Indexed: 06/10/2023]
Abstract
The change of water quality was investigated in pilot-scale ozone-biological activated carbon (O3-BAC) filters using an emerging coconut shell-based granular activated carbon (CAC) or traditional granular activated carbon (GAC), respectively. More dissolved organic carbon (DOC) and disinfection by-products (DBPs) precursors were removed, meanwhile, less microbes, less metabolites and smaller microbial clusters were detected in the effluent of CAC compared with GAC. Sequentially, lower DBPs formation and higher disinfection efficiency were achieved in drinking water distribution systems (DWDSs). Furthermore, it was observed that extracellular electron transfer was enhanced in the attached biofilms of CAC, hence improving the microbial metabolic activity and biological removal of DOC. The results were attributed to the strong interaction of extracellular polymeric substances (EPS) with highly graphitized CAC. In addition, CAC resulted in totally different EPS in attached biofilms with superior characteristics including stronger viscosity, higher flocculating efficiency, mechanical stability and numerous binding sites for bacterial cells. Consequently, a wide range of compact interconnected biofilms formed on the surface of CAC and exhibited certain binding effect for microbial flocs and metabolites. Therefore, CAC resulted in higher microbial metabolic activity and lower release of microbes and metabolites, which was beneficial to maintain water quality safety in downstream DWDSs.
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Affiliation(s)
- Xueci Xing
- Institute of Environmental Research at Greater Bay Area, Key Laboratory for Water Quality and Conservation of the Pearl River Delta, Ministry of Education, Guangzhou University, Guangzhou, 510006, China
| | - Tong Li
- Institute of Environmental Research at Greater Bay Area, Key Laboratory for Water Quality and Conservation of the Pearl River Delta, Ministry of Education, Guangzhou University, Guangzhou, 510006, China
| | - Zhihao Bi
- Institute of Environmental Research at Greater Bay Area, Key Laboratory for Water Quality and Conservation of the Pearl River Delta, Ministry of Education, Guangzhou University, Guangzhou, 510006, China
| | - Peng Qi
- Institute of Environmental Research at Greater Bay Area, Key Laboratory for Water Quality and Conservation of the Pearl River Delta, Ministry of Education, Guangzhou University, Guangzhou, 510006, China
| | - Zesong Li
- Institute of Environmental Research at Greater Bay Area, Key Laboratory for Water Quality and Conservation of the Pearl River Delta, Ministry of Education, Guangzhou University, Guangzhou, 510006, China
| | - Haibo Wang
- Key Laboratory of Drinking Water Science and Technology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, 100085, China
| | - Lai Lyu
- Institute of Environmental Research at Greater Bay Area, Key Laboratory for Water Quality and Conservation of the Pearl River Delta, Ministry of Education, Guangzhou University, Guangzhou, 510006, China
| | - Yaowen Gao
- Institute of Environmental Research at Greater Bay Area, Key Laboratory for Water Quality and Conservation of the Pearl River Delta, Ministry of Education, Guangzhou University, Guangzhou, 510006, China
| | - Chun Hu
- Institute of Environmental Research at Greater Bay Area, Key Laboratory for Water Quality and Conservation of the Pearl River Delta, Ministry of Education, Guangzhou University, Guangzhou, 510006, China; Key Laboratory of Drinking Water Science and Technology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, 100085, China.
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13
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Zhao Y, Taylor-Edmonds L, Andrews RC. Impact of carbon-based nutrient enhancement on biofiltration performance for drinking water treatment. J Environ Sci (China) 2019; 82:124-131. [PMID: 31133257 DOI: 10.1016/j.jes.2019.03.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2019] [Revised: 03/04/2019] [Accepted: 03/05/2019] [Indexed: 06/09/2023]
Abstract
Incorporation of a carbon-based nutrient enhancement strategy for drinking water biofiltration is an attractive option, especially for source waters which contain recalcitrant organics. This study compared biofilters that were operated in parallel and individually enhanced with amino acids (including alanine, phenylalanine, and tryptophan), inulin, and sucrose to increase biomass concentration and promote biodegradation of dissolved organic carbon (DOC) in the source water, including disinfection by-product (DBP) precursors. Biomass activity was characterized by measuring adenosine tri-phosphate (ATP), dissolved oxygen (DO) consumption, and through the use of laccase and esterase enzyme assays. Performance was evaluated in terms of headloss, turbidity, pH, DOC, UV254, and DBP formation potential (DBP FP). The introduction of carbon-based nutrients significantly increased biomass activity, where ATP values peaked at 976 ng/g of filter media, 853 ng/g, and 513 ng/g for amino acids, inulin, and sucrose-spiked biofilters, respectively, while a non-spiked control only reached 104 ng/g. DO utilization by the enhanced biofilters was significantly higher than the control, with a strong correlation between ATP and DO uptake observed for all filters (R2 > 0.74). Laccase and esterase enzyme activities of enhanced biofilters were also elevated (p > 0.05), suggesting greater biodegradation potential. Operational parameters such as headloss development and turbidity control were not impaired by carbon supplementation strategies or an increase in biomass concentration and activity. However, the enhancement strategy did not provide improvement in terms of source water carbon removal (DOC and UV254) or DBP FP when treated filters were compared to a control.
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Affiliation(s)
- Yu Zhao
- Department of Civil and Mineral Engineering, University of Toronto, 35 St. George Street, Toronto, ON M5S1A4, Canada
| | - Liz Taylor-Edmonds
- Department of Civil and Mineral Engineering, University of Toronto, 35 St. George Street, Toronto, ON M5S1A4, Canada.
| | - Robert C Andrews
- Department of Civil and Mineral Engineering, University of Toronto, 35 St. George Street, Toronto, ON M5S1A4, Canada
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14
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Huang H, Peng C, Li K, Wang Q, Ren H. Optimized design of a novel filter brick in denitrification deep-bed filter. Bioprocess Biosyst Eng 2019; 42:1701-1710. [PMID: 31312896 DOI: 10.1007/s00449-019-02166-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2019] [Accepted: 06/28/2019] [Indexed: 10/26/2022]
Abstract
Denitrification deep-bed filter has been widely applied in the field of advanced wastewater treatment, yet its efficient operation is highly dependent on the filter bricks-controlled water and air distribution system. Considering the restrictions of existing bricks such as poor hydraulic properties and large non-working area during backwashing, a cuboid novel filter brick with two internal distribution chambers was designed and its hydraulic behaviors under three conditions (air washing, water and air joint backwashing, water washing) were simulated using computational fluid dynamic (CFD) analysis. Results showed that the uniformity of fluid velocity distribution was better than that of the conventional brick under two hydraulic conditions, especially in water and air joint backwashing process with a 10% promotion of water and air distribution uniformity. Furthermore, a 30-day engineering validation test was also carried out to testify the actual performance of the novel filter brick. Better performance was testified in the filters with novel bricks. The present study showed that the novel filter brick had a better uniformity of water and air distribution and smaller dead zone area than those of the conventional brick, implying a good feasibility of application in denitrification deep-bed filter.
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Affiliation(s)
- Hui Huang
- State Key Laboratory of Pollution Control and Resource Reuse, School of the Environment, Nanjing University, N.O.163, Xianlin Avenue, Qixia District, Nanjing, 210023, Jiangsu, People's Republic of China. .,Jiangsu Zhongyijinda Institute of Environmental Industry Technology CO., LTD., Yixing, 214200, Jiangsu, People's Republic of China. .,Yixing Environmental Research Institute of Nanjing University, Yixing, 214200, Jiangsu, People's Republic of China.
| | - Chong Peng
- State Key Laboratory of Pollution Control and Resource Reuse, School of the Environment, Nanjing University, N.O.163, Xianlin Avenue, Qixia District, Nanjing, 210023, Jiangsu, People's Republic of China
| | - Kai Li
- Jiangsu Zhongyijinda Institute of Environmental Industry Technology CO., LTD., Yixing, 214200, Jiangsu, People's Republic of China
| | - Qing Wang
- Yixing Environmental Research Institute of Nanjing University, Yixing, 214200, Jiangsu, People's Republic of China
| | - Hongqiang Ren
- State Key Laboratory of Pollution Control and Resource Reuse, School of the Environment, Nanjing University, N.O.163, Xianlin Avenue, Qixia District, Nanjing, 210023, Jiangsu, People's Republic of China.,Jiangsu Zhongyijinda Institute of Environmental Industry Technology CO., LTD., Yixing, 214200, Jiangsu, People's Republic of China.,Yixing Environmental Research Institute of Nanjing University, Yixing, 214200, Jiangsu, People's Republic of China
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15
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McKie MJ, Ziv-El MC, Taylor-Edmonds L, Andrews RC, Kirisits MJ. Biofilter scaling procedures for organics removal: A potential alternative to piloting. WATER RESEARCH 2019; 151:87-97. [PMID: 30594093 DOI: 10.1016/j.watres.2018.12.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2018] [Revised: 11/23/2018] [Accepted: 12/06/2018] [Indexed: 06/09/2023]
Abstract
To provide information for the design and improvement of full-scale biofilters, pilot-scale biofiltration studies are the current industry standard because they utilize the same filter media size and loading rate as the full-scale biofilters. In the current study, bench-scale biofilters were designed according to a biofilter scaling model from the literature, and the ability of the bench-scale biofilters to accurately represent the organics removal of pilot-scale biofilters was tested. To ensure similarity in effluent water quality between bench- and pilot- or full-scale biofilters at the same influent substrate concentration, the tested model requires that either mass transport resistance or biofilm shear loss takes primacy over the other. The potential primacy of mass transport resistance or biofilm shear loss was evaluated via water quality testing (dissolved organic carbon, specific ultraviolet absorbance, liquid chromatography - organic carbon detection, trihalomethane formation potential, and haloacetic acid formation potential). The biofilters also were characterized for adenosine triphosphate (ATP) content, enzyme activity, extracellular polymeric substances, and microbial community structure. The results of this study indicate that biofilm shear loss takes primacy over mass transport resistance for bench-scale biofilter design in this system; thus, bench-scale biofilters designed in this manner accurately represent organics removal in pilot-scale biofilters. Applying this scaling procedure can reduce filter media requirements from many kilograms to just a few grams and daily water requirements from thousands of liters to less than 10 L. This scaling procedure will allow future researchers to test alternative treatment designs and operating conditions without the need for expensive pilot-scale studies.
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Affiliation(s)
- Michael J McKie
- University of Toronto, Department of Civil and Mineral Engineering, Canada.
| | - Michal C Ziv-El
- University of Texas at Austin, Department of Civil, Architectural and Environmental Engineering, United States
| | - Liz Taylor-Edmonds
- University of Toronto, Department of Civil and Mineral Engineering, Canada
| | - Robert C Andrews
- University of Toronto, Department of Civil and Mineral Engineering, Canada
| | - Mary Jo Kirisits
- University of Texas at Austin, Department of Civil, Architectural and Environmental Engineering, United States
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16
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Dai F, De Prá MC, Vanotti MB, Gilmore KR, Cumbie WE. Microbial characteristics of nitrifiers, denitrifiers and anammox bacteria on different support media to treat space mission wastewater. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2019; 232:943-951. [PMID: 33395762 DOI: 10.1016/j.jenvman.2018.12.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/26/2018] [Revised: 11/01/2018] [Accepted: 12/03/2018] [Indexed: 06/12/2023]
Abstract
Biomass attachment and growth are important factors for the startup and stability of fixed-film biological reactors being proposed to recycle wastewater for potable water use in manned space activity. Eight different biofilm support media commonly used in wastewater treatment plants, aquaculture, and aquariums were compared for their relative ability to support attachment and growth of nitrifiers, denitrifiers, and anaerobic ammonia oxidizing (anammox) bacteria biomass. Accumulated total biomass was determined by comparing dry weight of each media before and after culturing of biomass. Fluorescence In-Situ Hybridization (FISH) analysis was used to quantify the proportion and relative activity of each organism group on each media. Measurements of dry biomass normalized to several media properties showed polyether polyurethane foam to have the highest extent of specific biomass attachment and colonization. Six of the eight media were able to sustain a population of anammox bacteria that was more abundant than the other cohorts.
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Affiliation(s)
- Fei Dai
- Pancopia, Inc., 1100 Exploration Way, Suite 302Q, Hampton, VA 23666, USA.
| | - Marina Celant De Prá
- Department of Bioprocess Engineering and Biotechnology, Federal Technological University of Paraná - UTFPR, Dois Vizinhos, 85660-000, PR, Brazil.
| | - Matias B Vanotti
- United States Department of Agriculture, Agricultural Research Service, Coastal Plains Research Center, 2611 W. Lucas St., Florence, SC 29501, USA.
| | - Kevin R Gilmore
- Department of Civil and Environmental Engineering, Bucknell University, 701 Moore Ave., Lewisburg, PA 17837, USA.
| | - William E Cumbie
- Pancopia, Inc., 1100 Exploration Way, Suite 302Q, Hampton, VA 23666, USA.
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17
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McKie MJ, Bertoia C, Taylor-Edmonds L, Andrews SA, Andrews RC. Pilot-scale comparison of cyclically and continuously operated drinking water biofilters: Evaluation of biomass, biological activity and treated water quality. WATER RESEARCH 2019; 149:488-495. [PMID: 30476777 DOI: 10.1016/j.watres.2018.11.033] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/31/2018] [Revised: 11/13/2018] [Accepted: 11/14/2018] [Indexed: 06/09/2023]
Abstract
The objective of this pilot study was to evaluate the impact of cyclical (operated 8-12 h per day) and continuous biofilter operation with respect to biomass development, biological enzyme activity and treated water quality (in terms of organics, nutrients and disinfection by-product (DBP) formation potential). Continuously operated biofilters developed greater densities of biomass, as measured by ATP, when compared to cyclically operated filters; reducing the empty bed contact time (EBCT) increased biomass density under continuous flow conditions. However, once normalized to biomass, it was shown that cyclically operated filters exhibited higher enzyme activity, indicating that this method of operation may improve bacterial function. Reduction of organics was generally similar for both continuous and cyclical filters with the same EBCT, however, cyclical filters demonstrated higher variability during the first 4 h following start-up. Overall, HAA formation potential was better controlled by continuously operated filters, due to poor performance by the cyclical filters upon start-up while THM precursors were removed equally well by all filters. To understand the removal capacity for NDMA precursors through biological filters, both naturally occurring NDMA FP and NDMA FP resulting from spiked anthropogenic precursors was monitored through the filter depth. All the filters removed 90% of the naturally occurring NDMA FP within the first 45 cm; cyclical operation resulted in higher reduction of spiked anthropogenic NDMA precursors (50% higher than continuously operated) demonstrating the advantage of routine shut down on overall microbial activity. Tools to monitor and predict biofilter performance are in high demand. Here we present an "effective activity" term which combines enzyme activity with contact time (EBCT). Effective esterase activity was strongly correlated to DOC reduction as a function of filter operation (cyclical or continuous) and EBCT; effective phosphatase activity was indicative of phosphate removal. The results of this study indicate that routine shut down of the filters as this location improved enzyme activity without compromising control of chlorinated DBPs (THMs and HAAs) or NDMA derived from natural and anthropogenic precursors.
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Affiliation(s)
- Michael J McKie
- University of Toronto, Department of Civil and Mineral Engineering, Canada.
| | - Corinne Bertoia
- University of Toronto, Department of Civil and Mineral Engineering, Canada
| | - Liz Taylor-Edmonds
- University of Toronto, Department of Civil and Mineral Engineering, Canada
| | - Susan A Andrews
- University of Toronto, Department of Civil and Mineral Engineering, Canada
| | - Robert C Andrews
- University of Toronto, Department of Civil and Mineral Engineering, Canada
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