1
|
Galbraith P, Henry R, McCarthy DT. Plants release, pathogens decease: Plants with documented antimicrobial activity are associated with Campylobacter and faecal indicator attenuation in stormwater biofilters. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 906:167474. [PMID: 37804974 DOI: 10.1016/j.scitotenv.2023.167474] [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: 03/21/2023] [Revised: 09/05/2023] [Accepted: 09/28/2023] [Indexed: 10/09/2023]
Abstract
Stormwater biofilters demonstrate promising treatment of faecal microorganisms, however performance can vary with design and operational conditions. This study investigated whether plants with significant documented antimicrobial activity could improve faecal bacterial treatment within biofilters. Laboratory-scale biofilters (n = 30) were dosed with synthetic stormwater containing faecal bacteria Escherichia coli, Enterococcus faecalis and Campylobacter jejuni under south-eastern Australian climatic conditions. Systems vegetated with Melaleuca species, renowned for their in vitro antimicrobial activity, consistently enhanced removal of all tested culturable bacteria in total outflow and submerged zone water relative to other plant configurations. Within just 1-2 days of stormwater dosing, M. linariifolia submerged zones demonstrated significantly reduced bacterial concentrations compared to C. appressa (p = 0.023 and <0.001 for C. jejuni and E. coli, respectively), removing ∼1.47 log10 MPN/100 mL E. coli, ∼1.14 log10 MPN/100 mL E. faecalis and ∼0.81 log10 MPN/L C. jejuni from inflow. These trends continued even after all but one M. linariifolia replicate perished during an extended drying period (p = 0.002 and 0.003 for C. jejuni and E. coli, respectively). Through a systematic process of elimination, these observations were attributed to enhanced bacterial attenuation with elevated plant inhibitory activity. Cumulative biofilter age reinforced plant-mediated bacterial treatment (p = 0.023 for E. faecalis), ostensibly due to increased plant size/growth and net biological activity. Notably, E. coli and E. faecalis attenuation improved with prolonged antecedent drying length (14 vs. 4 days; p < 0.0001 for both), while the converse was observed for C. jejuni (not significant). This study addresses significant knowledge gaps around plant-mediated faecal microbe treatment within biofilters, providing key direction for real-world system design to optimise stormwater pathogen treatment.
Collapse
Affiliation(s)
- P Galbraith
- Department of Civil Engineering, Monash University, Wellington Road, Clayton, Victoria 3800, Australia; CSIRO Agriculture and Food, Building 10, 39 Kessels Rd, Coopers Plains, Queensland 4108, Australia
| | - R Henry
- Department of Civil Engineering, Monash University, Wellington Road, Clayton, Victoria 3800, Australia
| | - D T McCarthy
- School of Civil and Environmental Engineering, Queensland University of Technology, 2 George St, Brisbane City, Queensland 4000, Australia.
| |
Collapse
|
2
|
Pritchard JC, Cho YM, Hawkins KM, Spahr S, Higgins CP, Luthy RG. Predicting PFAS and Hydrophilic Trace Organic Contaminant Transport in Black Carbon-Amended Engineered Media Filters for Improved Stormwater Runoff Treatment. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2023; 57:14417-14428. [PMID: 37699564 PMCID: PMC10537446 DOI: 10.1021/acs.est.3c01260] [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: 09/14/2023]
Abstract
Improved stormwater treatment is needed to prevent toxic and mobile contaminant transport into receiving waters and allow beneficial use of stormwater runoff. In particular, safe capture of stormwater runoff to augment drinking water supplies is contingent upon removing dissolved trace organic contaminants (TrOCs) not captured by conventional stormwater control measures. This study builds upon a prior laboratory-based column study investigating biochar and regenerated activated carbon (RAC) amendment for removing hydrophilic trace organic contaminants (HiTrOCs) and poly- and perfluoroalkyl substances (PFASs) from stormwater runoff. A robust contaminant transport model framework incorporating time-dependent flow and influent concentration is developed and validated to predict HiTrOC and PFAS transport in biochar- and RAC-amended stormwater filters. Specifically, parameters fit using a sorption-retarded intraparticle pore diffusion transport model were validated using data further along the depth of the column and compared to equilibrium batch isotherms. The transport model and fitted parameters were then used to estimate the lifetime of a hypothetical stormwater filter in Seal Beach, CA, to be 35 ± 6 years for biochar- and 51 ± 17 years for RAC-amended filters, under ideal conditions with no filter clogging. This work offers insights on the kinetics of HiTrOC and PFAS transport within biochar and RAC filters and on the impact of filter design on contaminant removal performance and longevity.
Collapse
Affiliation(s)
- James Conrad Pritchard
- Re-inventing the Nation's Urban Water Infrastructure (ReNUWIt), National Science Foundation Engineering Research Center, Stanford, California 94305, United States
- Department of Civil & Environmental Engineering, Stanford University, Stanford, California 94305, United States
| | - Yeo-Myoung Cho
- Re-inventing the Nation's Urban Water Infrastructure (ReNUWIt), National Science Foundation Engineering Research Center, Stanford, California 94305, United States
- Department of Civil & Environmental Engineering, Stanford University, Stanford, California 94305, United States
| | - Kathleen Mills Hawkins
- Re-inventing the Nation's Urban Water Infrastructure (ReNUWIt), National Science Foundation Engineering Research Center, Stanford, California 94305, United States
- Department of Civil & Environmental Engineering, Colorado School of Mines, Golden, Colorado 80401, United States
| | - Stephanie Spahr
- Re-inventing the Nation's Urban Water Infrastructure (ReNUWIt), National Science Foundation Engineering Research Center, Stanford, California 94305, United States
- Department of Ecohydrology and Biogeochemistry, Leibniz Institute of Freshwater Ecology and Inland Fisheries (IGB), 12587 Berlin, Germany
| | - Christopher P Higgins
- Re-inventing the Nation's Urban Water Infrastructure (ReNUWIt), National Science Foundation Engineering Research Center, Stanford, California 94305, United States
- Department of Civil & Environmental Engineering, Colorado School of Mines, Golden, Colorado 80401, United States
| | - Richard G Luthy
- Re-inventing the Nation's Urban Water Infrastructure (ReNUWIt), National Science Foundation Engineering Research Center, Stanford, California 94305, United States
- Department of Civil & Environmental Engineering, Stanford University, Stanford, California 94305, United States
| |
Collapse
|
3
|
Ishaq S, Sadiq R, Chhipi-Shrestha G, Farooq S, Hewage K. Developing an Integrated "Regression-QMRA method" to Predict Public Health Risks of Low Impact Developments (LIDs) for Improved Planning. ENVIRONMENTAL MANAGEMENT 2022; 70:633-649. [PMID: 35543727 DOI: 10.1007/s00267-022-01657-0] [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: 11/19/2021] [Accepted: 04/25/2022] [Indexed: 06/14/2023]
Abstract
Worldwide Low Impact Developments (LIDs) are used for sustainable stormwater management; however, both the stormwater and LIDs carry microbial pathogens. The widespread development of LIDs is likely to increase human exposure to pathogens and risk of infection, leading to unexpected disease outbreaks in urban communities. The risk of infection from exposure to LIDs has been assessed via Quantitative Microbial Risk Assessment (QMRA) during the operation of these infrastructures; no effort is made to evaluate these risks during the planning phase of LID treatment train in urban communities. We developed a new integrated "Regression-QMRA method" by examining the relationship between pathogens' concentration and environmental variables. Applying of this methodology to a planned LID train shows that the predicted disease burden of diarrhea from Campylobacter is highest (i.e. 16.902 DALYs/1000 persons/yr) during landscape irrigation and playing on the LID train, followed by Giardia, Cryptosporidium, and Norovirus. These results illustrate that the risk of microbial infection can be predicted during the planning phase of LID treatment train. These predictions are of great value to municipalities and decision-makers to make informed decisions and ensure risk-based planning of stormwater systems before their development.
Collapse
Affiliation(s)
- Sadia Ishaq
- School of Engineering, University of British Columbia, Okanagan Campus, Kelowna, BC, V1V 1V7, Canada
| | - Rehan Sadiq
- School of Engineering, University of British Columbia, Okanagan Campus, Kelowna, BC, V1V 1V7, Canada.
| | - Gyan Chhipi-Shrestha
- School of Engineering, University of British Columbia, Okanagan Campus, Kelowna, BC, V1V 1V7, Canada
| | - Shaukat Farooq
- King Fahd University of Petroleum and Minerals (KFUPM), Dhahran, 31261, Saudi Arabia
| | - Kasun Hewage
- School of Engineering, University of British Columbia, Okanagan Campus, Kelowna, BC, V1V 1V7, Canada
| |
Collapse
|
4
|
Borthakur A, Chhour KL, Gayle HL, Prehn SR, Stenstrom MK, Mohanty SK. Natural aging of expanded shale, clay, and slate (ESCS) amendment with heavy metals in stormwater increases its antibacterial properties: Implications on biofilter design. JOURNAL OF HAZARDOUS MATERIALS 2022; 429:128309. [PMID: 35077973 DOI: 10.1016/j.jhazmat.2022.128309] [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: 12/01/2021] [Revised: 01/15/2022] [Accepted: 01/17/2022] [Indexed: 06/14/2023]
Abstract
Aging is often expected to decrease the pathogen removal capacity of media because of exhaustion of attachment sites by adsorption of co-contaminants and dissolved organics. In contrast, the adsorption of metals naturally present in stormwater during aging could have a positive impact on pathogen removal. To examine the effect of adsorbed metals on pathogen removal, biofilter media amended with expanded clay, shale, and slate (ESCS) aggregates, a lightweight aggregate, were exposed to metals by intermittently injecting natural stormwater spiked with Cu, Pb, and Zn, and the capacity of aged and unaged media to remove Escherichia coli (E. coli), a pathogen indicator, were compared. Metal adsorption on ESCS media decreased their net negative surface charge and altered the surface properties as confirmed by zeta potential measurement and Fourier-Transform Infrared Spectroscopy (FTIR) analysis. These changes increased the E. coli adsorption capacity of aged media compared with unaged media and decreased overall remobilization of attached E. coli during intermittent infiltration of stormwater. A live-dead analysis confirmed that the adsorbed metals inactivated attached E. coli, thereby replenishing the adsorption capacity. Overall, the results confirmed that natural aging of biofilter media with adsorbed metals could indeed have a net positive effect on E. coli removal in biofilters and therefore should be included in the conceptual model predicting long-term removal of pathogens from stormwater containing mixed pollutants.
Collapse
Affiliation(s)
- Annesh Borthakur
- Department of Civil and Environmental Engineering, University of California, Los Angeles, CA, USA.
| | - Kristida L Chhour
- Department of Civil and Environmental Engineering, University of California, Los Angeles, CA, USA
| | - Hannah L Gayle
- Department of Civil Engineering, California State University, Long Beach, CA, USA
| | - Samantha R Prehn
- Department of Chemistry and Biochemistry, University of California, Los Angeles, CA, USA
| | - Michael K Stenstrom
- Department of Civil and Environmental Engineering, University of California, Los Angeles, CA, USA
| | - Sanjay K Mohanty
- Department of Civil and Environmental Engineering, University of California, Los Angeles, CA, USA.
| |
Collapse
|
5
|
Yang F, Fu D, Zevenbergen C, Rene ER. A comprehensive review on the long-term performance of stormwater biofiltration systems (SBS): Operational challenges and future directions. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2022; 302:113956. [PMID: 34700085 DOI: 10.1016/j.jenvman.2021.113956] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Revised: 10/05/2021] [Accepted: 10/14/2021] [Indexed: 06/13/2023]
Abstract
Stormwater biofiltration systems (SBS) are a popular technology for mitigating the negative effects of urbanization on the hydrological processes and water quality in urban areas. However, little is known about SBS's long-term performance in actual field conditions. The findings of a review of the scientific literature on the long-term performance of SBS are presented in this paper. The findings show that only a few studies have investigated the performance of SBS and its change over time, and that the results of laboratory and field experiments differed due to the presence of plants, regular maintenance, and some uncertain environmental factors. Based on the existing knowledge gaps in this field, the main challenges observed was the lack of long-term field data series, and the existing mathematical models are not able to accurately forecast the long-term performance of SBS. This could be owing to the difficulties in monitoring activities, the high costs involved and the unpredictability around the operational timeframe. Future study should concentrate on the implementation of simulation and modeling-based research in pilot and full-scale SBS, and the inclusion of new performance indicators should be considered as a priority.
Collapse
Affiliation(s)
- Feikai Yang
- School of Civil Engineering, Southeast University, Nanjing, 210096, China; Southeast University-Monash University Joint Research Centre for Future Cities, Nanjing, 210096, China; IHE Delft Institute for Water Education, P. O. Box 3015, 2611DA, Delft, the Netherlands; Department of Civil Engineering, Delft University of Technology (TU Delft), Gebouw 23, Stevinweg 1, 2628CN, Delft, the Netherlands.
| | - Dafang Fu
- School of Civil Engineering, Southeast University, Nanjing, 210096, China; Southeast University-Monash University Joint Research Centre for Future Cities, Nanjing, 210096, China
| | - Chris Zevenbergen
- IHE Delft Institute for Water Education, P. O. Box 3015, 2611DA, Delft, the Netherlands; Department of Civil Engineering, Delft University of Technology (TU Delft), Gebouw 23, Stevinweg 1, 2628CN, Delft, the Netherlands
| | - Eldon R Rene
- School of Civil Engineering, Southeast University, Nanjing, 210096, China
| |
Collapse
|
6
|
Influence of Simplified Microbial Community Biofilms on Bacterial Retention in Porous Media under Conditions of Stormwater Biofiltration. Microbiol Spectr 2021; 9:e0110521. [PMID: 34704792 PMCID: PMC8549730 DOI: 10.1128/spectrum.01105-21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
Porous media filters are used widely to remove bacteria from contaminated water, such as stormwater runoff. Biofilms that colonize filter media during normal function can significantly alter performance, but it is not clear how characteristics of individual populations colonizing porous media combine to affect bacterial retention. We assess how four bacterial strains isolated from stormwater and a laboratory strain, Pseudomonas aeruginosa PAO1, alter Escherichia coli retention in experimental sand columns under conditions of stormwater filtration relative to a clean-bed control. Our results demonstrate that these strains differentially affect E. coli retention, as was previously shown for a model colloid. To determine whether E. coli retention could be influenced by changes in relative abundance of strains within a microbial community, we selected two pairs of biofilm strains with the largest observed differences in E. coli retention and tested how changes in relative abundance of strain pairs in the biofilm affected E. coli retention. The results demonstrate that E. coli retention efficiency is influenced by the retention characteristics of the strains within biofilm microbial community, but individual strain characteristics influence retention in a manner that cannot be determined from changes in their relative abundance alone. This study demonstrates that changes in the relative abundance of specific members of a biofilm community can significantly alter filter performance, but these changes are not a simple function of strain-specific retention and the relative abundance. Our results suggest that the microbial community composition of biofilms should be considered when evaluating factors that influence filter performance. IMPORTANCE The retention efficiency of bacterial contaminants in biofilm-colonized biofilters is highly variable. Despite the increasing number of studies on the impact of biofilms in filters on bacterial retention, how individual bacterial strains within a biofilm community combine to influence bacterial retention is unknown. Here, we studied the retention of an E. coli K-12 strain, as a model bacterium, in columns colonized by four bacterial strains isolated from stormwater and P. aeruginosa, a model biofilm-forming strain. Simplified two-strain biofilm communities composed of combinations of the strains were used to determine how relative abundance of biofilm strains affects filter performance. Our results provide insight into how biofilm microbial composition influences bacterial retention in filters and whether it is possible to predict bacterial retention efficiency in biofilm-colonized filters from the relative abundance of individual members and the retention characteristics of cultured isolates.
Collapse
|
7
|
A Site-Scale Tool for Performance-Based Design of Stormwater Best Management Practices. WATER 2021. [DOI: 10.3390/w13060844] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
The objective of this research is to develop a module for the design of best management practices based on percent pollutant removal. The module is a part of the site-scale integrated decision support tool (i-DSTss) that was developed for stormwater management. The current i-DSTss tool allows for the design of best management practices based on flow reduction. The new water quality module extends the capability of the i-DSTss tool by adding new procedures for the design of best management practices based on treatment performance. The water quality module can be used to assess the treatment of colloid/total suspended solid and dissolved pollutants. We classify best management practices into storage-based (e.g., pond) and infiltration-based (e.g., bioretention and permeable pavement) practices for design purposes. Several of the more complex stormwater tools require expertise to build and operate. The i-DSTss and its component modules including the newly added water quality module are built on an accessible platform (Microsoft Excel VBA) and can be operated with a minimum skillset. Predictions from the water quality module were compared with observed data, and the goodness-of-fit was evaluated. For percent total suspended solid removal, both R2 and Nash–Sutcliffe efficiency values were greater than 0.7 and 0.6 for infiltration-based and storage-based best management practices, respectively, demonstrating a good fit for both types of best management practices. For percent total phosphorous and Escherichia. coli removal, R2 and Nash–Sutcliffe efficiency values demonstrated an acceptable fit. To enhance usability of the tool by a broad range of users, the tool is designed to be flexible allowing user interaction through a graphical user interface.
Collapse
|
8
|
Tirpak RA, Afrooz AN, Winston RJ, Valenca R, Schiff K, Mohanty SK. Conventional and amended bioretention soil media for targeted pollutant treatment: A critical review to guide the state of the practice. WATER RESEARCH 2021; 189:116648. [PMID: 33227609 DOI: 10.1016/j.watres.2020.116648] [Citation(s) in RCA: 52] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/26/2020] [Revised: 10/15/2020] [Accepted: 11/15/2020] [Indexed: 06/11/2023]
Abstract
Bioretention systems are widely used green infrastructure elements that utilize engineered bioretention soil media (BSM) for stormwater capture and treatment. Conventional bioretention soil media, which typically consists of sand, sandy loam, loamy sand or topsoil amended with compost, has limited capacity to remove and may leach some stormwater pollutants. Alternative engineered amendments, both organic and inorganic, have been tested to supplement BSM. Yet, municipalities and regulatory agencies have been slow to adopt these alternative amendments into their design specifications, partly because of a lack of clear guidance on how to select the right amendment to treat a target stormwater contaminant under highly variable climatic conditions. This article aims to provide that guidance by: (1) summarizing the current design BSM specifications adopted by jurisdictions worldwide, (2) comparing the performance of conventional and amended BSM, (3) highlighting advantages and limitations of BSM amendments, and (4) identifying challenges for implementing amendments in field conditions. The analysis not only informs the research community of the barriers faced by stormwater managers in implementing BSM amendments but also provides guidelines for their adoption by interested agencies to comply with existing regulations and meet design needs. This feedback loop could catalyze further innovation in the development of sustainable stormwater treatment technologies.
Collapse
Affiliation(s)
- R Andrew Tirpak
- Department of Food, Agricultural, and Biological Engineering, The Ohio State University. 590 Woody Hayes Drive, Columbus, OH, 43210, USA
| | - Arm Nabiul Afrooz
- California State Water Resources Control Board, 1001 I Street, Sacramento, CA, 95833, USA
| | - Ryan J Winston
- Department of Food, Agricultural, and Biological Engineering, The Ohio State University. 590 Woody Hayes Drive, Columbus, OH, 43210, USA; Deptartment of Civil, Environmental, and Geodetic Engineering, The Ohio State University, 2070 Neil Ave., Columbus, OH, 43210, USA.
| | - Renan Valenca
- Department of Civil and Environmental Engineering, University of California, Los Angeles, 420 Westwood Plaza, Los Angeles, CA, 90095, USA
| | - Ken Schiff
- Southern California Coastal Water Research Project, Costa Mesa, CA, 92626
| | - Sanjay K Mohanty
- Department of Civil and Environmental Engineering, University of California, Los Angeles, 420 Westwood Plaza, Los Angeles, CA, 90095, USA
| |
Collapse
|
9
|
Viability of a Single-Stage Unsaturated-Saturated Granular Activated Carbon Biofilter for Greywater Treatment. SUSTAINABILITY 2020. [DOI: 10.3390/su12218847] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Compared with conventionally collected sewage, source-diverted greywater has a higher potential for on-site treatment and reuse due to its lower contaminant levels and large volume. A new design of granular activated carbon (GAC) biofilters was developed by incorporating unsaturated and saturated zones in a single stage to introduce an efficient, passive, and easy-to-operate technology for greywater on-site treatment at the household scale. The design was customized for its intended application considering various aspects including the reactor’s configuration, packing media, and feeding strategy. With the highest hydraulic and organic loadings of 1.2 m3 m−2 d−1 and 3.5 kg COD m−2 d−1, respectively, and the shortest retention time of 2.4 h, the system maintained an average total chemical oxygen demand removal rate of 94% with almost complete removal of nutrients throughout its 253 days of operation. The system showed a range of reduction efficacy towards five surrogates representing viruses, bacteria, and Cryptosporidium and Giardia (oo)cysts. A well-functioning biofilm was successfully developed, and its mass and activity increased over time with the highest values observed at the top layers. The key microbes within the biofilter were revealed. Feasibility of the proposed technology was investigated, and implications for design and operation were discussed.
Collapse
|
10
|
Water Quality Improvement and Pollutant Removal by Two Regional Detention Facilities with Constructed Wetlands in South Texas. SUSTAINABILITY 2020. [DOI: 10.3390/su12072844] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Stormwater runoff introduces several pollutants to the receiving water bodies that may cause degradation of the water quality. Stormwater management systems such as detention facilities and wetland can improve the water quality by removing various pollutants associated with the runoff. The objective of this research project is to determine the performance and efficiency of two major regional detention facilities (RDFs) with different designs and structures in reducing pollutants based on various storm events in McAllen, Texas. The two sites are the McAuliffe RDF and the Morris RDF; each site was incorporated with a constructed wetland with a different design and structure to enhance the pollutant removal process. The McAuliffe RDF reduced the concentration and load of many stormwater constituents in comparison to the Morris RDF. The observed concentrations and pollutant loads of suspended solids were much lower in the runoff of the inlet compared to the outlet for both sites. The McAuliffe RDF showed better concentration and load reduction for nutrients, such as nitrogen and phosphorus, of different species. However, both sites did not show a significant improvement of organic material. In addition, the indicator bacteria concentration represented a fluctuation between the inlet and outlet at each site.
Collapse
|
11
|
Ahmed W, Hamilton K, Toze S, Cook S, Page D. A review on microbial contaminants in stormwater runoff and outfalls: Potential health risks and mitigation strategies. THE SCIENCE OF THE TOTAL ENVIRONMENT 2019; 692:1304-1321. [PMID: 31539962 PMCID: PMC7126443 DOI: 10.1016/j.scitotenv.2019.07.055] [Citation(s) in RCA: 52] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/22/2019] [Revised: 06/27/2019] [Accepted: 07/04/2019] [Indexed: 04/14/2023]
Abstract
Demands on global water supplies are increasing in response to the need to provide more food, water, and energy for a rapidly growing population. These water stressors are exacerbated by climate change, as well as the growth and urbanisation of industry and commerce. Consequently, urban water authorities around the globe are exploring alternative water sources to meet ever-increasing demands. These alternative sources are primarily treated sewage, stormwater, and groundwater. Stormwater including roof-harvested rainwater has been considered as an alternative water source for both potable and non-potable uses. One of the most significant issues concerning alternative water reuse is the public health risk associated with chemical and microbial contaminants. Several studies to date have quantified fecal indicators and pathogens in stormwater. Microbial source tracking (MST) approaches have also been used to determine the sources of fecal contamination in stormwater and receiving waters. This review paper summarizes occurrence and concentrations of fecal indicators, pathogens, and MST marker genes in urban stormwater. A section of the review highlights the removal of fecal indicators and pathogens through water sensitive urban design (WSUD) or Best Management Practices (BMPs). We also discuss approaches for assessing and mitigating health risks associated with stormwater, including a summary of existing quantitative microbial risk assessment (QMRA) models for potable and non-potable reuse of stormwater. Finally, the most critical research gaps are identified for formulating risk management strategies.
Collapse
Affiliation(s)
- Warish Ahmed
- CSIRO Land and Water, Ecosciences Precinct, 41 Boggo Road, Qld 4102, Australia.
| | - Kerry Hamilton
- Drexel University, 3141 Chestnut Street, Philadelphia, PA 19104, USA
| | - Simon Toze
- CSIRO Land and Water, Ecosciences Precinct, 41 Boggo Road, Qld 4102, Australia
| | - Stephen Cook
- CSIRO Land and Water, Research way, Clayton South, VIC 3169, Australia
| | - Declan Page
- CSIRO Land and Water, Waite Laboratories, Waite Rd., Urrbrae, SA 5064, Australia
| |
Collapse
|
12
|
Ortega-Villar R, Lizárraga-Mendiola L, Coronel-Olivares C, López-León LD, Bigurra-Alzati CA, Vázquez-Rodríguez GA. Effect of photocatalytic Fe 2O 3 nanoparticles on urban runoff pollutant removal by permeable concrete. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2019; 242:487-495. [PMID: 31075643 DOI: 10.1016/j.jenvman.2019.04.104] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/30/2018] [Revised: 04/24/2019] [Accepted: 04/25/2019] [Indexed: 06/09/2023]
Abstract
Permeable pavements are an efficient urban runoff (UR) management solution that also improve water quality. In this work, a photocatalytic layer of Fe2O3 nanoparticles (NP) was incorporated into permeable concrete to evaluate its impact on the removal of several microbiological (Escherichia coli, Pseudomonas aeruginosa, Aeromonas hydrophila, and Enterococcus faecalis) and physicochemical (N-NH4+, N-NO3-, phenol, PO43-, Fe, Mn, and Pb) pollutants. First, permeable concrete samples were created with sufficient compressive strength and hydraulic conductivity for light traffic. The test samples were then coated with a mixture containing either 3% or 5% Fe2O3 NP by cement weight. Control samples were prepared without NP. Scanning electron microscopy, energy dispersive spectroscopy, and X-ray photoelectron spectroscopy analyses showed that the nanoparticles remained unaltered on the concrete's surface. Synthetic URs simulating the microbiological or physicochemical composition of real UR were applied to the samples to evaluate their pollutant removal efficiencies. The depollution performances of the test (with 3% and 5% Fe2O3 NP) and control samples were statistically compared. The test samples (3% NP, 5% NP, and the controls) significantly modified (p < 0.05) most of the measured variables (i.e., the concentrations of E. coli, A. hydrophila, PO43-, Fe, Mn, and Pb) in the synthetic URs. Unexpectedly, the test samples (with 3% or 5% Fe2O3 NP) did not significantly remove (p > 0.05) some pollutants prone to oxidation, such as phenol or ammonium. However, the 5% NP sample significantly enhanced Mn removal. In general, the decontamination performances of the concrete samples with Fe2O3 NP were not influenced by the nanoparticles; thus, they did not appear to add value to the generated permeable concrete. Nevertheless, our results indicate the considerable benefits of implementing permeable concrete to improve the quality of UR.
Collapse
Affiliation(s)
- Rosangel Ortega-Villar
- Área Académica de Química, Universidad Autónoma Del Estado de Hidalgo, Km. 4.5 Carr. Pachuca-Tulancingo, Cd. Universitaria, 42067, Mineral de La Reforma Hgo, Mexico; Universidad Politécnica de Pachuca, Km. 20 Carr. Pachuca-Cd. Sahagún, Ex-Hacienda de Santa Bárbara, 43830, Zempoala Hgo, Mexico
| | - Liliana Lizárraga-Mendiola
- Área Académica de Ingeniería y Arquitectura, Universidad Autónoma Del Estado de Hidalgo, Km. 20 Carr. Pachuca-Cd. Sahagún, Ex-Hacienda de Santa Bárbara, 43830, Zempoala Hgo, Mexico
| | - Claudia Coronel-Olivares
- Área Académica de Química, Universidad Autónoma Del Estado de Hidalgo, Km. 4.5 Carr. Pachuca-Tulancingo, Cd. Universitaria, 42067, Mineral de La Reforma Hgo, Mexico
| | - Luis D López-León
- Área Académica de Ingeniería y Arquitectura, Universidad Autónoma Del Estado de Hidalgo, Km. 20 Carr. Pachuca-Cd. Sahagún, Ex-Hacienda de Santa Bárbara, 43830, Zempoala Hgo, Mexico
| | - Carlos Alfredo Bigurra-Alzati
- Área Académica de Ingeniería y Arquitectura, Universidad Autónoma Del Estado de Hidalgo, Km. 20 Carr. Pachuca-Cd. Sahagún, Ex-Hacienda de Santa Bárbara, 43830, Zempoala Hgo, Mexico
| | - Gabriela A Vázquez-Rodríguez
- Área Académica de Química, Universidad Autónoma Del Estado de Hidalgo, Km. 4.5 Carr. Pachuca-Tulancingo, Cd. Universitaria, 42067, Mineral de La Reforma Hgo, Mexico.
| |
Collapse
|
13
|
Benzotriazole Uptake and Removal in Vegetated Biofilter Mesocosms Planted with Carex praegracilis. WATER 2018. [DOI: 10.3390/w10111605] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Urban stormwater runoff is a significant source of pollutants in surface water bodies. One such pollutant, 1H-benzotriazole, is a persistent, recalcitrant trace organic contaminant commonly used as a corrosion inhibitor in airplane deicing processes, automobile liquids, and engine coolants. This study explored the removal of 1H-benzotriazole from stormwater using bench-scale biofilter mesocosms planted with California native sedge, Carex praegracilis, over a series of three storm events and succeeding monitoring period. Benzotriazole metabolites glycosylated benzotriazole and benzotriazole alanine were detected and benzotriazole and glycosylated benzotriazole partitioning in the system were quantified. With a treatment length of seven days, 97.1% of benzotriazole was removed from stormwater effluent from vegetated biofilter mesocosms. Significant concentrations of benzotriazole and glycosylated benzotriazole were observed in the C. praegracilis leaf and root tissue. Additionally, a significant missing sink of benzotriazole developed in the vegetated biofilter mesocosms. This study suggests that vegetation may increase the operating lifespan of bioretention basins by enhancing the degradation of dissolved trace organic contaminants, thus increasing the sorption capacity of the geomedia.
Collapse
|
14
|
Wolfand JM, Bell CD, Boehm AB, Hogue TS, Luthy RG. Multiple Pathways to Bacterial Load Reduction by Stormwater Best Management Practices: Trade-Offs in Performance, Volume, and Treated Area. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2018; 52:6370-6379. [PMID: 29676892 DOI: 10.1021/acs.est.8b00408] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Stormwater best management practices (BMPs) are implemented to reduce microbial pollution in runoff, but their removal efficiencies differ. Enhanced BMPs, such as those with media amendments, can increase removal of fecal indicator bacteria (FIB) in runoff from 0.25-log10 to above 3-log10; however, their implications for watershed-scale management are poorly understood. In this work, a computational model was developed to simulate watershed-scale bacteria loading and BMP performance using the Ballona Creek Watershed (Los Angeles County, CA) as a case study. Over 1400 scenarios with varying BMP performance, percent watershed area treated, BMP treatment volume, and infiltrative capabilities were simulated. Incremental improvement of BMP performance by 0.25-log10, while keeping other scenario variables constant, reduces annual bacterial load at the outlet by a range of 0-29%. In addition, various simulated scenarios provide the same FIB load reduction; for example, 75% load reduction is achieved by diverting runoff from either 95% of the watershed area to 25 000 infiltrating BMPs with 0.5-log10 removal or 75% of the watershed area to 75 000 infiltrating BMPs with 1.5-log10 removal. Lastly, simulated infiltrating BMPs provide greater FIB reduction than noninfiltrating BMPs at the watershed scale. Results provide new insight on the trade-offs between BMP treatment volume, performance, and distribution.
Collapse
Affiliation(s)
- Jordyn M Wolfand
- NSF Engineering Research Center for Re-inventing the Nation's Urban Water Infrastructure (ReNUWIt)
| | - Colin D Bell
- NSF Engineering Research Center for Re-inventing the Nation's Urban Water Infrastructure (ReNUWIt)
- Department of Civil and Environmental Engineering , Colorado School of Mines , Golden , Colorado 80401 , United States
| | - Alexandria B Boehm
- NSF Engineering Research Center for Re-inventing the Nation's Urban Water Infrastructure (ReNUWIt)
| | - Terri S Hogue
- NSF Engineering Research Center for Re-inventing the Nation's Urban Water Infrastructure (ReNUWIt)
- Department of Civil and Environmental Engineering , Colorado School of Mines , Golden , Colorado 80401 , United States
| | - Richard G Luthy
- NSF Engineering Research Center for Re-inventing the Nation's Urban Water Infrastructure (ReNUWIt)
- Department of Civil and Environmental Engineering , Colorado School of Mines , Golden , Colorado 80401 , United States
| |
Collapse
|
15
|
Removal of Heavy Metals from Urban Stormwater Runoff Using Bioretention Media Mix. WATER 2017. [DOI: 10.3390/w9110854] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
|
16
|
Parker EA, Rippy MA, Mehring AS, Winfrey BK, Ambrose RF, Levin LA, Grant SB. Predictive Power of Clean Bed Filtration Theory for Fecal Indicator Bacteria Removal in Stormwater Biofilters. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2017; 51:5703-5712. [PMID: 28445642 DOI: 10.1021/acs.est.7b00752] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Green infrastructure (also referred to as low impact development, or LID) has the potential to transform urban stormwater runoff from an environmental threat to a valuable water resource. In this paper we focus on the removal of fecal indicator bacteria (FIB, a pollutant responsible for runoff-associated inland and coastal beach closures) in stormwater biofilters (a common type of green infrastructure). Drawing on a combination of previously published and new laboratory studies of FIB removal in biofilters, we find that 66% of the variance in FIB removal rates can be explained by clean bed filtration theory (CBFT, 31%), antecedent dry period (14%), study effect (8%), biofilter age (7%), and the presence or absence of shrubs (6%). Our analysis suggests that, with the exception of shrubs, plants affect FIB removal indirectly by changing the infiltration rate, not directly by changing the FIB removal mechanisms or altering filtration rates in ways not already accounted for by CBFT. The analysis presented here represents a significant step forward in our understanding of how physicochemical theories (such as CBFT) can be melded with hydrology, engineering design, and ecology to improve the water quality benefits of green infrastructure.
Collapse
Affiliation(s)
- Emily A Parker
- Department of Civil and Environmental Engineering, Henry Samueli School of Engineering, University of California , Irvine, California 92697, United States
| | - Megan A Rippy
- Department of Civil and Environmental Engineering, Henry Samueli School of Engineering, University of California , Irvine, California 92697, United States
| | - Andrew S Mehring
- Scripps Institution of Oceanography, University of California , San Diego, California 92093, United States
| | - Brandon K Winfrey
- Department of Environmental Health Sciences, Jonathan and Karen Fielding School of Public Health, University of California , Los Angeles, California 90095, United States
| | - Richard F Ambrose
- Department of Environmental Health Sciences, Jonathan and Karen Fielding School of Public Health, University of California , Los Angeles, California 90095, United States
| | - Lisa A Levin
- Center for Marine Biodiversity and Conservation, Scripps Institution of Oceanography, University of California , San Diego, California 92093-0218, United States
| | - Stanley B Grant
- Department of Civil and Environmental Engineering, Henry Samueli School of Engineering, University of California , Irvine, California 92697, United States
- Department of Chemical Engineering and Materials Science, Henry Samueli School of Engineering, University of California , Irvine, California 92697, United States
| |
Collapse
|