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Dong J, Kim S, Young SD, Li C, Jin Z, Lee D, Olivares CI. Machine learning for monitoring per- and polyfluoroalkyl substance (PFAS) in California's wastewater treatment plants: An assessment of occurrence and fate. JOURNAL OF HAZARDOUS MATERIALS 2025; 492:138090. [PMID: 40187255 DOI: 10.1016/j.jhazmat.2025.138090] [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: 12/04/2024] [Revised: 03/25/2025] [Accepted: 03/27/2025] [Indexed: 04/07/2025]
Abstract
Wastewater treatment plants (WWTPs) are significant sources of per- and polyfluoroalkyl substances (PFAS) pollution, but comprehensive monitoring and management are impractical and cost-prohibitive. To strengthen monitoring programs, we developed machine learning (ML) models to predict both total PFAS and individual PFAS in wastewater liquid and solid matrices based on a statewide database we compiled. The public WWTP-PFAS-CA statewide database (2020-2023) comprises 200 WWTPs across California with PFAS concentrations in influent, effluent, and biosolids as well as wastewater sources and treatment processes. More than 80 % of WWTPs exhibit an increased sum of the 39 PFAS (hereafter total PFAS) concentrations in the effluent, with over half of these facilities facing a significant risk of surpassing a 70 ng/L threshold for PFAS levels in wastewater. Additionally, we developed a data-driven ML tool to strengthen comprehensive PFAS monitoring (assessing total PFAS risk, individual PFAS occurrences, and predicting specific PFAS concentrations) in WWTPs. Our machine learning models achieved ∼80 % accuracy in predicting total PFAS risk in WWTP influent, effluent, and biosolids. Key factors influencing PFAS distribution include WWTP size, wastewater source, county population, and gross domestic product. To our knowledge, this is the first data-driven approach to model PFAS in WWTPs at a statewide scale.
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Affiliation(s)
- Jialin Dong
- Department of Civil and Environmental Engineering, University of California, Irvine, CA, United States
| | - Seungjun Kim
- Department of Informatics, University of California, Irvine, CA, United States
| | - Sean D Young
- Department of Informatics, University of California, Irvine, CA, United States; Department of Emergency Medicine, University of California, Irvine, CA, United States
| | - Chengxi Li
- Department of Civil and Environmental Engineering, University of California, Irvine, CA, United States
| | - Zhichao Jin
- Department of Physics and Astronomy, University of California, Irvine, CA, United States
| | - Dylan Lee
- Department of Computer Science, University of California, Irvine, CA, United States
| | - Christopher I Olivares
- Department of Civil and Environmental Engineering, University of California, Irvine, CA, United States.
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2
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Wang Q, Zhang T, Liu X, Liu S, Wang X, Wang X. The fate of 6:2 fluorotelomer alcohol in anaerobic landfill leachate: Implication for fugitive emission from waste landfills. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2025; 376:126375. [PMID: 40334735 DOI: 10.1016/j.envpol.2025.126375] [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: 02/07/2025] [Revised: 04/08/2025] [Accepted: 04/28/2025] [Indexed: 05/09/2025]
Abstract
Although 6:2 fluorotelomer alcohol (6:2 FTOH) is a common compound in landfill leachate, its anaerobic biotransformation and partitioning remain poorly understood. This study investigated the anaerobic biotransformation and partitioning of 6:2 FTOH in landfill leachate microcosms. At the end of the experiment, 19.4 mol% of the initial 6:2 FTOH partitioned into the gas phase. Therefore, anaerobic leachate could represent a significant pathway for semi-volatile 6:2 FTOH to the landfill gas or enter the atmosphere. The anaerobic biotransformation of 6:2 FTOH in leachate conformed to the first-order bi-exponential degradation model and the half-life was 12 days. The 6:2 fluorotelomer carboxylic acid (6:2 FTCA) was the main biotransformation product, accounting for 8 mol%. Moreover, microbial community composition showed the genus of Pseudomonas, DMER64, and Fastidiosipila may play a role in the biotransformation of 6:2 FTOH. This study elucidates the potential significance of biotransformation processes on both the partitioning and environmental fate of 6:2 FTOH within landfill leachate.
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Affiliation(s)
- Qian Wang
- College of Environment and Ecology, Chongqing University, Chongqing, 400044, PR China; Key Laboratory of the Three Gorges Reservoir Region' s Eco-Environment, Ministry of Education, Chongqing University, Chongqing, 400044, PR China
| | - Tao Zhang
- College of Environment and Ecology, Chongqing University, Chongqing, 400044, PR China
| | - Xuemei Liu
- College of Environment and Ecology, Chongqing University, Chongqing, 400044, PR China
| | - Shuo Liu
- College of Environment and Ecology, Chongqing University, Chongqing, 400044, PR China
| | - Xinyue Wang
- College of Environment and Ecology, Chongqing University, Chongqing, 400044, PR China; Key Laboratory of the Three Gorges Reservoir Region' s Eco-Environment, Ministry of Education, Chongqing University, Chongqing, 400044, PR China
| | - Xiaoming Wang
- College of Environment and Ecology, Chongqing University, Chongqing, 400044, PR China; Key Laboratory of the Three Gorges Reservoir Region' s Eco-Environment, Ministry of Education, Chongqing University, Chongqing, 400044, PR China.
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3
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Xu R, Wang Q, Zha F, Wu J, Sunil Shobha BM, Singh DN. Competitive adsorption and diffusion of methane and vapor-phase per- and polyfluoroalkyl substances in montmorillonite nano pores: Environmental implications. WASTE MANAGEMENT (NEW YORK, N.Y.) 2025; 200:114746. [PMID: 40088804 DOI: 10.1016/j.wasman.2025.114746] [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: 11/06/2024] [Revised: 02/10/2025] [Accepted: 03/08/2025] [Indexed: 03/17/2025]
Abstract
Vapor-phase perfluoroalkyl and polyfluoroalkyl substances (PFASs), along with methane emissions from landfills has been key contributors of their atmospheric transport and global distribution. Given the persistence, bioaccumulation, and potential health risks associated with PFAS, understanding their transport behavior in landfill gas barrier is of paramount importance. To gain a deeper understanding of the adsorption and diffusion behavior of vapor-phase PFAS in unsaturated, montmorillonite-rich clay barriers, a molecular dynamics simulation was conducted. A 5-nm montmorillonite nanopore incorporating vapor-phase PFAS (Fluorotelomer alcohol, FTOH), methane, and water molecules was modeled considering the interactions between these species. The results indicate that the presence of methane within the montmorillonite system inhibits the diffusion of both water and FTOH. Additionally, methane competes with FTOH for sorption sites, particularly at low moisture content. At 5 % moisture content, the adsorption density peak of methane is 1.5 times greater than that of FTOH due to stronger van der Waals interactions between methane and montmorillonite. However, as moisture content increases, methane adsorption weakens and becomes more dispersed within the montmorillonite pores. In contrast, FTOH retains a distinct adsorption region at 20 % moisture content, exhibiting a density peak of 0.025 g/cm3 that shifts farther from the montmorillonite surface. At high moisture content, FTOH aggregates due to the hydrophobicity of its C-F tail. These findings provide critical insights into the environmental behavior of volatile PFASs and have important implications for the design and optimization of landfill gas barriers.
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Affiliation(s)
- Rui Xu
- School of Resources and Environmental Engineering, Hefei University of Technology, China
| | - Qiao Wang
- School of Resources and Environmental Engineering, Hefei University of Technology, China.
| | - Fusheng Zha
- School of Resources and Environmental Engineering, Hefei University of Technology, China
| | - Jiawei Wu
- The Architectural Design and Research Institute of Zhejiang University Co. Ltd., 148 Tianmushan Rd., Hangzhou 310058, China
| | | | - Devendra Narain Singh
- Department of Civil Engineering, Indian Institute of Technology Bombay, Mumbai 400076, India
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Wu CH, Lin LM, Lin SF, Wang CL, Huang BW, Mutuku JK, Chang-Chien GP. Distribution and variability of per- and polyfluoroalkyl substances (PFASs) across three categories of wastewater treatment plants in Kaohsiung, the industrial hub of Taiwan. ENVIRONMENTAL SCIENCE. PROCESSES & IMPACTS 2025. [PMID: 40396405 DOI: 10.1039/d4em00703d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2025]
Abstract
Paired surface wastewater samples from seven wastewater treatment plants (WWTPs) in Kaohsiung, Taiwan, were analyzed to quantify environmental PFAS loadings. Seventeen per- and poly-fluoroalkyl substances (PFASs) were analyzed, whereby WWTPs 1-4, treating domestic discharges, exhibited relatively low concentrations of 10.5-46.8 ng L-1. WWTP 5, handling mixed domestic and light industrial wastewater, had moderate levels of 45.7-102.3 ng L-1. WWTPs 6 and 7, which process heavy industrial discharges, recorded the highest PFAS concentrations of up to 2790 ng L-1 and 4290 ng L-1, respectively. The dominant PFAS compounds varied by facility: perfluoropentanoic acid (PFPeA) and 6:2 fluorotelomer sulfonate (6:2 FTS) in WWTPs 1-4, 6:2 FTS and perfluorooctanesulfonic acid (PFOS) in WWTPs 5, 6, and 7. Principal Component Analysis (PCA) confirmed that reverse osmosis (RO) effectively reduced PFAS concentrations, while conventional treatment processes lacked significant degradation capability. Three WWTPs (5-7) in Kaohsiung's heavily industrialized southern region had effluent PFAS levels exceeding the EPA lifetime health advisory limit of 70.0 ng L-1. These findings highlight the urgent need for advanced treatment technologies and provide essential data to support Taiwan EPA's PFAS management regulations in WWTPs.
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Affiliation(s)
- Chien-Hsing Wu
- Division of Nephrology, Department of Internal Medicine, Kaohsiung Chang-Gung Memorial Hospital, Kaohsiung 83301, Taiwan
- College of Medicine, Chang-Gung University, Taoyuan 33303, Taiwan
- Center for General Education, Cheng Shiu University, Kaohsiung 833301, Taiwan
| | - Li-Man Lin
- Department of Nursing, Cheng Shiu University, Kaohsiung City, 833301, Taiwan
| | - Shu-Fen Lin
- Institute of Environmental Toxin and Emerging Contaminants, Cheng Shiu University, Kaohsiung 833301, Taiwan.
- Super Micro Mass Research and Technology Center, Cheng Shiu University, Kaohsiung 833301, Taiwan
- Center for Environmental Toxin and Emerging-Contaminant Research, Cheng Shiu University, Kaohsiung 833301, Taiwan
| | - Chih-Lung Wang
- Center for Environmental Toxin and Emerging-Contaminant Research, Cheng Shiu University, Kaohsiung 833301, Taiwan
- Department of Civil Engineering and Geomatics, Cheng Shiu University, Kaohsiung 833301, Taiwan
| | - Bo-Wun Huang
- Department of Mechanical and Institute of Mechatronic Engineering, Cheng Shiu University, Kaohsiung 833301, Taiwan
| | - Justus Kavita Mutuku
- Institute of Environmental Toxin and Emerging Contaminants, Cheng Shiu University, Kaohsiung 833301, Taiwan.
- Super Micro Mass Research and Technology Center, Cheng Shiu University, Kaohsiung 833301, Taiwan
- Center for Environmental Toxin and Emerging-Contaminant Research, Cheng Shiu University, Kaohsiung 833301, Taiwan
| | - Guo-Ping Chang-Chien
- Institute of Environmental Toxin and Emerging Contaminants, Cheng Shiu University, Kaohsiung 833301, Taiwan.
- Super Micro Mass Research and Technology Center, Cheng Shiu University, Kaohsiung 833301, Taiwan
- Center for Environmental Toxin and Emerging-Contaminant Research, Cheng Shiu University, Kaohsiung 833301, Taiwan
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Alulema-Pullupaxi P, Zhang Y, Saleh NB, Venkatesan A, Apul OG. Analyzing the Release of Per- and Polyfluoroalkyl Substances from Spent Granular Activated Carbons by Standard Leaching Procedures. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2025; 59:8681-8693. [PMID: 40272232 DOI: 10.1021/acs.est.4c12093] [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: 04/25/2025]
Abstract
The recent national primary drinking water regulation for per- and polyfluoroalkyl substances (PFAS) is expected to drive a nationwide increase in granular activated carbon (GAC) usage in water treatment facilities across the United States. Proper management of PFAS-laden GAC waste streams is essential to prevent potential recontamination. This study systematically evaluates PFOA and PFOS leaching from four commercial GACs using three standard batch leaching procedures. Our findings indicate that PFOA leached 1-2 orders of magnitude more than PFOS across all GAC types and leaching procedures. In general, PFAS leaching was more notable for alkaline leaching conditions, especially for wood-based GAC. Additionally, real groundwater spiked with an 8 PFAS mixture was used to load GAC for leaching propensity demonstration, and similar conclusions were reached, where leaching was generally greater for shorter-chain and more hydrophilic PFAS. PFBA exhibited the highest leaching (10.4%), followed by GenX (0.91%) and PFBS (0.75%), while minimal desorption (<0.02%) was observed for long-chain PFOA, PFOS, PFOSA, and PFNA. The study concluded that a complex interplay of multiple interactions between the GAC surface, PFAS molecules, and constituents of leaching solutions controls leaching.
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Affiliation(s)
- Paulina Alulema-Pullupaxi
- Department of Civil and Environmental Engineering, University of Maine, Orono, Maine 04473, United States
- Department of Civil and Environmental Engineering, Pennsylvania State University, University Park, Pennsylvania 16802, United States
| | - Yi Zhang
- New York State Center for Clean Water Technology, Stony Brook University, Stony Brook, New York 11794, United States
| | - Navid B Saleh
- Fariborz Maseeh Department of Civil, Architectural and Environmental Engineering, University of Texas, Austin, Texas 78712, United States
| | - Arjun Venkatesan
- Department of Civil and Environmental Engineering, New Jersey Institute of Technology, Newark, New Jersey 07102, United States
| | - Onur G Apul
- Department of Civil and Environmental Engineering, University of Maine, Orono, Maine 04473, United States
- Department of Civil and Environmental Engineering, Pennsylvania State University, University Park, Pennsylvania 16802, United States
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6
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Hyks J, Šyc M, Korotenko E, Cajthaml T, Semerád J, Hjelmar O. Leaching of per- and polyfluoroalkyl substances (PFAS) from municipal solid waste incineration bottom ash intended for utilization as secondary aggregates in road subbase. JOURNAL OF HAZARDOUS MATERIALS 2025; 483:136635. [PMID: 39603120 DOI: 10.1016/j.jhazmat.2024.136635] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/02/2024] [Revised: 11/06/2024] [Accepted: 11/21/2024] [Indexed: 11/29/2024]
Abstract
Ten samples of mineral fraction derived from waste incineration bottom ash (MIBA) from Denmark (N = 7), Sweden (N = 1), and the Czech Republic (N = 2) underwent targeted analysis of 59 per- and polyfluoroalkyl substances (PFAS) in the solid phase and eluates from a batch leaching test at a liquid-to-solid ratio of 2 L/kg. The solid content, expressed as Σ59PFAS(S), ranged from 0.21 ± 0.03 µg/kg DM to 21.6 ± 1.47 µg/kg DM. The leached amounts, expressed as Σ59PFAS(L), ranged from 204 ± 63 ng/kg DM to 3250 ± 77 ng/kg DM. The results of the leaching tests were normalized to "PFOA-equivalents" (PFOA-eq) and used to estimate the bulk leaching emissions from the utilization of MIBA in typical road construction scenario. The calculated bulk leaching emissions associated with the utilization of 100 thousand tons of MIBA in road subbase were 6-30 g PFOA-eq per 10-21 years (Danish MIBA), 30 g PFOA-eq per 10-22 years (Swedish MIBA), and 271 g PFOA-eq per 14-30 years (Czech MIBA) depending on the effective infiltration and annual precipitation rates. This first approximation of the source term provides invaluable information for assessment of the environmental impact of MIBA utilization beyond landfill applications, pending further validation by subsequent research.
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Affiliation(s)
- Jiri Hyks
- Danish Waste Solutions ApS, Agern Allé 3, DK-2970 Hørsholm, Denmark.
| | - Michal Šyc
- Institute of Chemical Process Fundamentals of the Czech Academy of Sciences, Rozvojová 135, CZ-165 02, Prague, Czech Republic
| | - Ekaterina Korotenko
- Institute of Chemical Process Fundamentals of the Czech Academy of Sciences, Rozvojová 135, CZ-165 02, Prague, Czech Republic
| | - Tomas Cajthaml
- Institute for Environmental Studies, Faculty of Science, Charles University, Benátská 2, CZ-128 01, Prague, Czech Republic; Institute of Microbiology of the Czech Academy of Sciences, Vídeňská 1083, CZ-142 20, Prague, Czech Republic
| | - Jaroslav Semerád
- Institute of Microbiology of the Czech Academy of Sciences, Vídeňská 1083, CZ-142 20, Prague, Czech Republic
| | - Ole Hjelmar
- Danish Waste Solutions ApS, Agern Allé 3, DK-2970 Hørsholm, Denmark
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7
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Folorunsho O, Bogush A, Kourtchev I. Occurrence of emerging and persistent organic pollutants in the rivers Cam, Ouse and Thames, UK. THE SCIENCE OF THE TOTAL ENVIRONMENT 2025; 962:178436. [PMID: 39813836 DOI: 10.1016/j.scitotenv.2025.178436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/18/2024] [Revised: 12/31/2024] [Accepted: 01/07/2025] [Indexed: 01/18/2025]
Abstract
The widespread occurrence of new and emerging and persistent organic pollutants (NEPs and POPs) in surface water poses a risk to drinking water supply and consequently human health. The aim of this work was to investigate the occurrence and potential transport of 42 target NEPs and POPs (including per-and polyfluoroalkyl substances (PFAS), pharmaceuticals, pesticides and bisphenols) along the rural and urban environments of three rivers in England. The type and concentrations of pollutants varied between the sampling days and points. Two pharmaceuticals (diclofenac and ibuprofen), two pesticides (diethyl-meta-toluamide (DEET) and prosulfocarb) and a range of PFAS were detected above the method detection limit. The observed PFAS include restricted perfluorooctanoic acid (PFOA), and perfluorooctanesulfonic acid (PFOS) and a newer generation substitute 6:2 fluorotelomer sulfonate (6:2 FTS). The levels of PFOS and diclofenac observed in all studied rivers exceeded the European environmental quality standard (EQS). PFOS and diclofenac high detection frequency in the river Ouse suggests their persistence and potential to contaminate connecting tributaries. An assessment of the ecological risk of prosulfocarb levels in the samples from river Ouse, using the risk quotient method, showed a potential risk to algae, planktonic crustaceans, and fish. Our results suggest that the presence of 12 NEPs and POPs, could potentially be influenced by anthropogenic activities across urban and rural environments of the studied rivers. The study highlights the need for continuous monitoring of restricted and new-generation chemicals in the surface waters to understand their impact on the ecosystem and public health.
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Affiliation(s)
- Omotola Folorunsho
- Centre for Agroecology Water and Resilience (CAWR), Coventry University, Wolston Lane, Ryton on Dunsmore, CV8 3LG, UK
| | - Anna Bogush
- Centre for Agroecology Water and Resilience (CAWR), Coventry University, Wolston Lane, Ryton on Dunsmore, CV8 3LG, UK
| | - Ivan Kourtchev
- Centre for Agroecology Water and Resilience (CAWR), Coventry University, Wolston Lane, Ryton on Dunsmore, CV8 3LG, UK.
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8
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Sabba F, Kassar C, Zeng T, Mallick SP, Downing L, McNamara P. PFAS in landfill leachate: Practical considerations for treatment and characterization. JOURNAL OF HAZARDOUS MATERIALS 2025; 481:136685. [PMID: 39674787 DOI: 10.1016/j.jhazmat.2024.136685] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/05/2024] [Revised: 11/22/2024] [Accepted: 11/25/2024] [Indexed: 12/16/2024]
Abstract
Per- and polyfluoroalkyl substances (PFAS) are widely used in consumer products and are particularly high in landfill leachate. The practice of sending leachate to wastewater treatment plants (WWTPs) is an issue for utilities that have biosolids land application limits based on PFAS concentrations. Moreover, landfills may face their own effluent limit guidelines for PFAS. The purpose of this review is to understand the most appropriate treatment technology combinations for mitigating PFAS in landfill leachate. The first objective is to understand the unique chemical characteristics of landfill leachate. The second objective is to establish the role and importance of known and emerging analytical techniques for PFAS characterization in leachate, including quantification of precursor compounds. Next, an overview of technologies that concentrate PFAS and technologies that destroy PFAS is provided, including fundamental background content and key operating parameters. Finally, practical considerations for PFAS treatment technologies are reviewed, and recommendations for PFAS treatment trains are described. Both pros and cons of treatment trains are noted. In summary, the complex matrix of leachate requires a separation treatment step first, such as foam fractionation, for example, to concentrate the PFAS into a lower-volume stream. Then, a degradation treatment step can be applied to the concentrated PFAS stream.
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Affiliation(s)
- Fabrizio Sabba
- Black & Veatch, 11401 Lamar Ave, Overland Park, KS 66211, United States; Department of Civil and Environmental Engineering, Syracuse University, Syracuse, NY 13244, United States.
| | - Christian Kassar
- Black & Veatch, 11401 Lamar Ave, Overland Park, KS 66211, United States
| | - Teng Zeng
- Department of Civil and Environmental Engineering, Syracuse University, Syracuse, NY 13244, United States
| | - Synthia P Mallick
- Black & Veatch, 11401 Lamar Ave, Overland Park, KS 66211, United States
| | - Leon Downing
- Black & Veatch, 11401 Lamar Ave, Overland Park, KS 66211, United States
| | - Patrick McNamara
- Black & Veatch, 11401 Lamar Ave, Overland Park, KS 66211, United States; Department of Civil, Construction, and Environmental Engineering, Marquette University, Milwaukee, WI 53233, United States
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9
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Umeh OR, Ibo EM, Eke CI, Ophori DU. Out of sight, into the spotlight: Beyond the current state of science on per- and poly-fluoroalkyl substances in groundwater. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2025; 373:123941. [PMID: 39752953 DOI: 10.1016/j.jenvman.2024.123941] [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: 08/22/2024] [Revised: 11/02/2024] [Accepted: 12/27/2024] [Indexed: 01/15/2025]
Abstract
Per- and poly-fluoroalkyl substances (PFAS) have emerged as a silent menace, infiltrating groundwater systems worldwide. Many countries, preoccupied with tackling legacy pollutants, have inadvertently neglected the emerging threat of PFAS. This review provides an exhaustive analysis beyond the current state of knowledge and sustainable pathways vis-a-vis addressing PFAS in groundwater systems globally. Despite the positive progression in PFAS research, significant knowledge gaps and paucity of data persist globally. Sampling trains, smart contaminant detectors, filters, and sensors offer promising pathways for the complete extraction and detection of novel and transformed PFAS species. Major hotspots are firefighting locations, landfills, and superfund sites. While studies have documented the global occurrence of PFAS in groundwater, with concentrations increasing over time and varying across regions, the factors influencing these trends, transport, fate, toxicity, and interactions with co-contaminants, remain largely unexplored. Advanced models accounting for environmental complexities and interactions are crucial for understanding PFAS migration in groundwater, however, their development is hindered by a scarcity of studies on the complexities and PFAS interactions. Emerging technologies, including nanotechnology, enzyme, genetic engineering, flexible treatment train, and machine learning algorithms present exciting opportunities for PFAS treatment, however, their cost-effectiveness, scalability, and long-term stability must be thoroughly investigated. Sustainable management requires addressing nomenclature inconsistencies and developing region-specific mitigative measures. These serve as a clarion call for the scientific community, policymakers, and stakeholders to unite in confronting the formidable challenges posed by PFAS contamination, as the fate of our groundwater resources and the well-being of countless lives hang in the balance.
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Affiliation(s)
- Odera R Umeh
- Department of Earth and Environmental Studies, Montclair State University, Montclair, NJ, 07043, USA.
| | - Eziafakaego M Ibo
- Environmental Management Program, Pan African University Life and Earth Sciences Institute, Ibadan, Oyo State, 200002, Nigeria.
| | - Chima I Eke
- Department of Earth and Environmental Studies, Montclair State University, Montclair, NJ, 07043, USA.
| | - Duke U Ophori
- Department of Earth and Environmental Studies, Montclair State University, Montclair, NJ, 07043, USA
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10
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Wang R, Lin Y, Luo N, Zhang T, Lamparter W, Yan B, Dong Z. Occurrence and efficient removal of PFAS from landfill leachates using on-site DTRO systems: A comprehensive analysis across 11 Chinese cities. WASTE MANAGEMENT (NEW YORK, N.Y.) 2024; 190:511-519. [PMID: 39454555 DOI: 10.1016/j.wasman.2024.10.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Revised: 10/09/2024] [Accepted: 10/15/2024] [Indexed: 10/28/2024]
Abstract
Per- and polyfluoroalkyl substances (PFAS), known for their persistent toxicity and mobility, pose significant environmental and human health risks. Here we explored the occurrence and efficacy of on-site Double-Pass Reverse Osmosis (DTRO) systems in removing 30 different PFAS from landfill leachates in 11 diverse cities across China. PFAS concentrations in landfill leachate ranged from 938 to 32,491 ng/L, averaging 6,486 ng/L, predominantly comprising short-chain PFAS, notably perfluorobutane sulfonate (PFBS). Notable emerging substitutes like 6:2 fluorotelomer sulfonate, fluorobutane sulfonamide, and 9-chlorohexadecafluoro-3-oxanone sulfonate were also identified. The PFAS levels correlated positively (r2 = 0.79, p < 0.01) with regional economic development, with coastal areas exhibiting higher concentrations than inland regions. The DTRO membrane filtration and ion exchange resin achieved an average removal efficiency of 94 % for ∑30PFAS and even 99.97 % for PFBS (the concentration of PFBS in the raw leachate ranged from 226.36 ng/L to 27,935.61 ng/L, with an average concentration of 4,506.88 ng/L). The Na ion exchange resin had a limited effect on further reducing the PFAS concentration. Our findings not only contribute to the theoretical understanding of PFAS behavior in landfill leachates but also offer a practical engineering applications for global waste management practices.
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Affiliation(s)
- Rushun Wang
- Xiamen Jiarong Technology Corp., Ltd, Xiamen, 361000, China
| | - Yan Lin
- College of Environmental Science and Engineering, Xiamen University of Technology, Xiamen 361024, China; Xiamen Key Laboratory of Membrane Research and Application, Xiamen 361024, China
| | - Nemin Luo
- College of Environmental Science and Engineering, Xiamen University of Technology, Xiamen 361024, China; Xiamen Key Laboratory of Membrane Research and Application, Xiamen 361024, China
| | - Tao Zhang
- Jiarong International GmbH, Gotha 99867, Germany
| | | | - Bin Yan
- College of Environmental Science and Engineering, Xiamen University of Technology, Xiamen 361024, China; Xiamen Key Laboratory of Membrane Research and Application, Xiamen 361024, China
| | - Zhengjun Dong
- Xiamen Jiarong Technology Corp., Ltd, Xiamen, 361000, China.
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11
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Moavenzadeh Ghaznavi S, Flores Azua AJ, Kopec AD, Zambrano Cruzatty L, Apul OG. Permeation of per- and polyfluoroalkyl substances (PFAS)-laden leachate in landfills as an outcome of puncture failures of high-density polyethylene geomembranes. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2024; 363:125234. [PMID: 39489318 DOI: 10.1016/j.envpol.2024.125234] [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: 09/12/2024] [Revised: 10/28/2024] [Accepted: 11/01/2024] [Indexed: 11/05/2024]
Abstract
In response to growing environmental concerns regarding the presence of per- and polyfluoroalkyl substances (PFAS) in landfills, this study explores PFAS permeation through pinhole defects of high-density polyethylene (HDPE) geomembranes (GMs) experimentally. Specifically, this study aims to: (i) investigate the adsorption of PFAS onto HDPE GMs, (ii) evaluate the effectiveness of GMs experimentally in retaining PFAS-laden leachate in the event of a puncture failure, (iii) assess the critical conditions leading to puncture failure of GM using mechanical characterization testing with complementary finite element method (FEM) analyses with the input data from mechanical characterization. Our findings show limited intermolecular attractive interactions between PFAS and GMs, and surfactant properties of PFAS contribute to higher leachate permeation through pinholes. In general, highly fluorinated, short chain PFAS exhibit increased permeation rates, which was attributed to their size and greater propensity to align at the water-air interface. This study underlines the environmental implications of PFAS-laden leachates especially when there are no proper liner systems or leachate collection systems in place underscoring the necessity for modern landfill design and management practices to mitigate environmental risks associated with PFAS.
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Affiliation(s)
| | | | - A Dianne Kopec
- Senator George J. Mitchell Center for Sustainability Solutions, University of Maine, Orono, ME, 04473, USA
| | - Luis Zambrano Cruzatty
- Department of Civil and Environmental Engineering, University of Maine, Orono, ME, 04473, USA
| | - Onur G Apul
- Department of Civil and Environmental Engineering, University of Maine, Orono, ME, 04473, USA.
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12
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Ye Y, Titaley IA, Kim-Fu ML, Moll AR, Field JA, Barlaz MA. Release of Volatile Per- and Polyfluoroalkyl Substances from Plant Fiber-Based Food Packaging and Municipal Solid Waste to Gas under Simulated Landfill Conditions. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2024; 58:21295-21304. [PMID: 39561217 PMCID: PMC11618979 DOI: 10.1021/acs.est.4c08544] [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: 08/15/2024] [Revised: 11/06/2024] [Accepted: 11/08/2024] [Indexed: 11/21/2024]
Abstract
Per- and polyfluoroalkyl substances (PFAS) have been detected in plant fiber-based food packaging and most such packaging is disposed in landfills. The objective of this research was to evaluate the release of volatile PFAS to the gas-phase from PFAS-containing, single-use food packaging materials and from municipal solid waste (MSW) during anaerobic decomposition under simulated landfill conditions. After screening 46 materials for total F and 6:2 fluorotelomer alcohol (FTOH), packaging materials were classified as high or low F. High F materials included microwavable popcorn bags, natural plates, compostable bowls, biodegradable boxes, bagasse containers and eco-friendly plates, while the low F materials tested were paper plates, eco-friendly food trays and poly coated freezer paper. Summed PFAS release from the high F materials was 62-800 ng PFAS/g sample and 6:2 FTOH comprised 96.8-99.9% of the summed PFAS. The low F materials and MSW released 0.1-0.4 ng summed PFAS/g sample and 7:2-secondary (s) FTOH was the dominant volatile PFAS. PFAS were generally released early in the 123-285-day decomposition cycle, suggesting that some PFAS will be released prior to the installation of landfill gas collection systems. Nonetheless, PFAS have been reported in collected landfill gas, indicating that release occurs over many years.
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Affiliation(s)
- Yuemei Ye
- Department
of Civil, Construction, and Environmental Engineering, North Carolina State University, Campus Box 7908, Raleigh, North Carolina 27695-7908, United States
| | - Ivan A. Titaley
- Department
of Environmental and Molecular Toxicology, Oregon State University, 1007 Agriculture and Life Sciences Building, Corvallis, Oregon 97331, United States
| | - Mitchell L. Kim-Fu
- Department
of Environmental and Molecular Toxicology, Oregon State University, 1007 Agriculture and Life Sciences Building, Corvallis, Oregon 97331, United States
| | - Ansel R. Moll
- Department
of Environmental and Molecular Toxicology, Oregon State University, 1007 Agriculture and Life Sciences Building, Corvallis, Oregon 97331, United States
| | - Jennifer A. Field
- Department
of Environmental and Molecular Toxicology, Oregon State University, 1007 Agriculture and Life Sciences Building, Corvallis, Oregon 97331, United States
| | - Morton A. Barlaz
- Department
of Civil, Construction, and Environmental Engineering, North Carolina State University, Campus Box 7908, Raleigh, North Carolina 27695-7908, United States
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13
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Ren Z, Zhang R, Xu X, Li Y, Wang N, Leiviskä T. Sorption/desorption and degradation of long- and short-chain PFAS by anion exchange resin and UV/sulfite system. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2024; 361:124847. [PMID: 39216671 DOI: 10.1016/j.envpol.2024.124847] [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: 06/06/2024] [Revised: 08/26/2024] [Accepted: 08/27/2024] [Indexed: 09/04/2024]
Abstract
A combined sorption/desorption and UV/sulfite degradation process was investigated for achieving efficient elimination of PFAS from water. Two gel-type resins, Purolite A532E and A600, and one macroporous resin, Purolite A860, were firstly tested for the sorption of individual PFPrA, PFHxA, PFOA, PFOS, and GenX at different concentrations. Sorption data and density functional theory (DFT) calculations revealed that electrostatic interactions predominated for short-chain PFAS sorption and hydrophobic interactions played a more significant role for long-chain PFAS than for short-chain PFAS. A600 and A860 were selected for desorption tests with 0.025% NaOH, 5% NaCl, and 5% NH4Cl solution with or without 20% ethanol (EtOH) due to their high sorption capacity for all target PFAS. The mixture of 5% NH4Cl and 20% EtOH as the desorption solution typically showed the highest desorption efficiency. PFOS was the most resistant for desorption but its desorption could be enhanced by stronger mixing conditions (in 5% NaCl + 20% EtOH). Direct degradation of studied PFAS in the desorption solution (0.025% NaOH, 5% NaCl, and 5% NH4Cl) by UV/sulfite achieved 97.6-100% degradation and 46.6-86.1% defluorination. EtOH hindered degradation and thus should be separated from the water before UV/sulfite degradation.
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Affiliation(s)
- Zhongfei Ren
- Chemical Process Engineering, University of Oulu, P.O. Box 4300, FIN-90014, Oulu, Finland
| | - Ruichi Zhang
- Chemical Process Engineering, University of Oulu, P.O. Box 4300, FIN-90014, Oulu, Finland
| | - Xing Xu
- Shandong Key Laboratory of Water Pollution Control and Resource Reuse, School of Environmental Science and Engineering, Shandong University, Qingdao, 266237, PR China
| | - Yanwei Li
- Environment Research Institute, Shandong University, Qingdao, 266237, PR China
| | - Ningru Wang
- Environment Research Institute, Shandong University, Qingdao, 266237, PR China
| | - Tiina Leiviskä
- Chemical Process Engineering, University of Oulu, P.O. Box 4300, FIN-90014, Oulu, Finland.
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14
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Saha B, Ateia M, Tolaymat T, Fernando S, Varghese JR, Golui D, Bezbaruah AN, Xu J, Aich N, Briest J, Iskander SM. The unique distribution pattern of PFAS in landfill organics. JOURNAL OF HAZARDOUS MATERIALS 2024; 479:135678. [PMID: 39217946 PMCID: PMC11483333 DOI: 10.1016/j.jhazmat.2024.135678] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Revised: 08/09/2024] [Accepted: 08/26/2024] [Indexed: 09/04/2024]
Abstract
PFAS from degrading landfill waste partition into organic matter, leachate, and landfill gas. Driven by the limited understanding of PFAS distribution in landfill organics, we analyzed PFAS across various depths and seven spatially distinct locations within a municipal landfill. The measured PFAS concentrations in organics ranged from 6.71 to 73.06 µg kg-1, a sum of twenty-nine PFAS from six classes. Perfluorocarboxylic acids (PFCAs) and fluorotelomer carboxylic acids (FTCAs) were the dominant classes, constituting 25-82 % and 8-40 % of total PFAS at different depths. PFBA was the most dominant PFCA with a concentration range of 0.90-37.91 µg kg-1, while 5:3 FTCA was the most prevalent FTCA with a concentration of 0.26-17.99 µg kg-1. A clear vertical distribution of PFAS was observed, with significantly greater PFAS concentrations at the middle depths (20-35 ft), compared to the shallow (10-20 ft) and high depths (35-50 ft). A strong positive correlation (r > 0.50) was noted between total PFAS, total carbon, and dissolved organic matter in landfill organics. Multivariate statistical analysis inferred common sources and transformations of PFAS within the landfill. This study underscores the importance of a system-level analysis of PFAS fate in landfills, considering waste variability, chemical properties, release mechanisms, and PFAS transformations.
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Affiliation(s)
- Biraj Saha
- Department of Civil, Construction and Environmental Engineering, North Dakota State University, Fargo, ND 58102, United States
| | - Mohamed Ateia
- U S Environmental Protection Agency Office of Research and Development, 26 Martin Luther King Dr W, Cincinnati, OH 45268, United States; Department of Chemical and Biomolecular Engineering, Rice University, Houston, TX 77005, United States
| | - Thabet Tolaymat
- U S Environmental Protection Agency Office of Research and Development, 26 Martin Luther King Dr W, Cincinnati, OH 45268, United States
| | - Sujan Fernando
- Department of Civil and Environmental Engineering, Clarkson University, Potsdam, NY 13699, United States
| | - Juby R Varghese
- Department of Civil and Environmental Engineering, Clarkson University, Potsdam, NY 13699, United States
| | - Debasis Golui
- Department of Civil, Construction and Environmental Engineering, North Dakota State University, Fargo, ND 58102, United States; Department of Soil Science and Agricultural Chemistry, ICAR-Indian Agricultural Research Institute, Pusa Campus, New Delhi 110012, India
| | - Achintya N Bezbaruah
- Department of Civil, Construction and Environmental Engineering, North Dakota State University, Fargo, ND 58102, United States
| | - Jiale Xu
- Department of Civil, Construction and Environmental Engineering, North Dakota State University, Fargo, ND 58102, United States
| | - Nirupam Aich
- Department of Civil and Environmental Engineering, University of Nebraska-Lincoln, Lincoln, NE 68588, United States
| | - John Briest
- Weaver Consultants Group, Centennial, CO 80111, United States
| | - Syeed Md Iskander
- Department of Civil, Construction and Environmental Engineering, North Dakota State University, Fargo, ND 58102, United States; Environmental and Conservation Sciences, North Dakota State University, Fargo, ND 58108, United States.
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15
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Eichler CMA, Chang NY, Amparo DE, Hubal EAC, Surratt JD, Morrison GC, Turpin BJ. Partitioning of Neutral PFAS in Homes and Release to the Outdoor Environment: Results from the IPA Campaign. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2024; 58:18870-18880. [PMID: 39387867 PMCID: PMC11996290 DOI: 10.1021/acs.est.4c05286] [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] [Indexed: 10/15/2024]
Abstract
The distribution and fate of per- and polyfluoroalkyl substances (PFAS) in homes are not well understood. To address this, we measured nine neutral PFAS in dust, airborne particles, dryer lint, and on heating and air conditioning (HAC) filters in 11 homes in North Carolina as part of the Indoor PFAS Assessment (IPA) Campaign and compared them with concurrently collected gas and cloth measurements. Fluorotelomer alcohols (FTOHs) contributed most (≥75%) to total (∑) measured neutral PFAS concentrations in dust, HAC filter, and dryer lint samples, with mean ∑(FTOH) concentrations of 207 ng/g, 549 ng/g, and 84 ng/g, respectively. In particles, perfluorooctane sulfonamidoethanols (FOSEs) dominated, with a mean ∑(FOSE) concentration of 0.28 ng/m3 or 75,467 ng/g. For FTOHs and FOSEs, resulting mean dust-air, HAC filter-air, dryer lint-air and particle-air partition coefficients in units of log(m3/μg) ranged (across species) from -5.1 to -3.6, -4.9 to -3.5, -5.4 to -4.1, and -3.2 to -0.78, respectively. We estimate that cloth, gas phase, and HAC filters are the largest reservoirs for FTOHs, while cloth, HAC filters, and dust are the largest reservoirs for FOSEs. Release rates of neutral PFAS from homes to the outdoor environment are reported.
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Affiliation(s)
- Clara M. A. Eichler
- University of North Carolina at Chapel Hill, Gillings School of Global Public Health, Department of Environmental Sciences and Engineering, Chapel Hill, NC 27599, USA
| | - Naomi Y. Chang
- University of North Carolina at Chapel Hill, Gillings School of Global Public Health, Department of Environmental Sciences and Engineering, Chapel Hill, NC 27599, USA
| | - Daniel E. Amparo
- University of North Carolina at Chapel Hill, Gillings School of Global Public Health, Department of Environmental Sciences and Engineering, Chapel Hill, NC 27599, USA
| | - Elaine A. Cohen Hubal
- U.S. EPA, Center for Public Health and Environmental Assessment, Research Triangle Park, NC 27709, USA
| | - Jason D. Surratt
- University of North Carolina at Chapel Hill, Gillings School of Global Public Health, Department of Environmental Sciences and Engineering, Chapel Hill, NC 27599, USA
- University of North Carolina at Chapel Hill, College of Arts and Sciences, Department of Chemistry, Chapel Hill, NC 27599, USA
| | - Glenn C. Morrison
- University of North Carolina at Chapel Hill, Gillings School of Global Public Health, Department of Environmental Sciences and Engineering, Chapel Hill, NC 27599, USA
| | - Barbara J. Turpin
- University of North Carolina at Chapel Hill, Gillings School of Global Public Health, Department of Environmental Sciences and Engineering, Chapel Hill, NC 27599, USA
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16
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Zeng Y, Dai Y, Yin L, Huang J, Hoffmann MR. Rethinking alternatives to fluorinated pops in aqueous environment and corresponding destructive treatment strategies. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 946:174200. [PMID: 38936705 DOI: 10.1016/j.scitotenv.2024.174200] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/03/2024] [Revised: 05/25/2024] [Accepted: 06/20/2024] [Indexed: 06/29/2024]
Abstract
Alternatives are being developed to replace fluorinated persistent organic pollutants (POPs) listed in the Stockholm Convention, bypass environmental regulations, and overcome environmental risks. However, the extensive usage of fluorinated POPs alternatives has revealed potential risks such as high exposure levels, long-range transport properties, and physiological toxicity. Therefore, it is imperative to rethink the alternatives and their treatment technologies. This review aims to consider the existing destructive technologies for completely eliminating fluorinated POPs alternatives from the earth based on the updated classification and risks overview. Herein, the types of common alternatives were renewed and categorized, and their risks to the environment and organisms were concluded. The efficiency, effectiveness, energy utilization, sustainability, and cost of various degradation technologies in the treatment of fluorinated POPs alternatives were reviewed and evaluated. Meanwhile, the reaction mechanisms of different fluorinated POPs alternatives are systematically generalized, and the correlation between the structure of alternatives and the degradation characteristics was discussed, providing mechanistic insights for their removal from the environment. Overall, the review supplies a theoretical foundation and reference for the control and treatment of fluorinated POPs alternatives pollution.
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Affiliation(s)
- Yuxin Zeng
- State Key Laboratory of Water Environment Simulation, School of Environment, Beijing Normal University, Beijing 100875, PR China.
| | - Yunrong Dai
- School of Water Resources and Environment, China University of Geosciences (Beijing), Beijing 100083, PR China.
| | - Lifeng Yin
- State Key Laboratory of Water Environment Simulation, School of Environment, Beijing Normal University, Beijing 100875, PR China.
| | - Jun Huang
- State Key Joint Laboratory of Environment Simulation and Pollution Control (SKJLESPC), Beijing Key Laboratory for Emerging Organic Contaminants Control (BKLEOC), School of Environment, POPs Research Center, Tsinghua University, Beijing 100084, PR China.
| | - Michael R Hoffmann
- Department of Environmental Science & Engineering, California Institute of Technology, Pasadena, CA 91125, United States.
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17
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Gong H, Hu J, Rui X, Wang Y, Zhu N. Drivers of change behind the spatial distribution and fate of typical trace organic pollutants in fresh waste leachate across China. WATER RESEARCH 2024; 263:122170. [PMID: 39096808 DOI: 10.1016/j.watres.2024.122170] [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: 03/20/2024] [Revised: 06/15/2024] [Accepted: 07/27/2024] [Indexed: 08/05/2024]
Abstract
There have been growing concerns regarding the health and environmental impacts of trace organic pollutants (TOPs). However, fresh leachate from municipal solid waste (MSW) has been overlooked as a potential reservoir of TOPs. Therefore, we investigated 90 legacy and emerging TOPs in fresh leachate from 14 provinces and municipalities in China. Additionally, the fate and final discharge impacts of TOPs in 14 leachate treatment systems were analyzed. The results revealed that the detection rate of 90 TOPs was over 50 % in all samples. Notably, polychlorinated biphenyls, banned for 40 years, were frequently detected in fresh leachate. The concentration of pseudo-persistent TOPs (105-107 ng/L) is significantly higher than that of persistent TOPs (102-104 ng/L). Spatial distribution patterns of TOPs in fresh leachate suggest that economy, population, climate, and policies impact TOPs discharge from MSW. For example, economically developed and densely populated areas displayed higher TOPs concentrations, whereas warmer climates facilitate TOPs leaching from MSW. We confirmed that waste classification policies were a key driver of the decline in multiple TOPs in leachate. Mass balance analysis shows that the final effluent and sludge from current dominant leachate treatment systems contain refractory TOPs, especially perfluoroalkyl acids, which must be prioritized for control. This paper was the first comprehensive investigation of multiple TOPs in fresh leachate at a large geographic scale. The factors affecting the occurrence, spatial distribution, and fate of TOPs in fresh leachate were revealed. It provides a valuable reference for the establishment of policies for the management of TOPs in MSW and the associated leachate.
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Affiliation(s)
- Huabo Gong
- School of Environmental Science & Engineering, Shanghai Jiao Tong University, Shanghai 200240, PR China; Shanghai Engineering Research Center of Solid Waste Treatment and Resource Recovery, School of Environmental Science & Engineering, Shanghai Jiao Tong University, Shanghai 200240, PR China
| | - Jinwen Hu
- School of Environmental Science & Engineering, Shanghai Jiao Tong University, Shanghai 200240, PR China; Shanghai Engineering Research Center of Solid Waste Treatment and Resource Recovery, School of Environmental Science & Engineering, Shanghai Jiao Tong University, Shanghai 200240, PR China
| | - Xuan Rui
- School of Environmental Science & Engineering, Shanghai Jiao Tong University, Shanghai 200240, PR China; Shanghai Engineering Research Center of Solid Waste Treatment and Resource Recovery, School of Environmental Science & Engineering, Shanghai Jiao Tong University, Shanghai 200240, PR China
| | - Yawei Wang
- State Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, PR China
| | - Nanwen Zhu
- School of Environmental Science & Engineering, Shanghai Jiao Tong University, Shanghai 200240, PR China; Shanghai Engineering Research Center of Solid Waste Treatment and Resource Recovery, School of Environmental Science & Engineering, Shanghai Jiao Tong University, Shanghai 200240, PR China.
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18
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Baqar M, Zhao M, Saleem R, Cheng Z, Fang B, Dong X, Chen H, Yao Y, Sun H. Identification of Emerging Per- and Polyfluoroalkyl Substances (PFAS) in E-waste Recycling Practices and New Precursors for Trifluoroacetic Acid. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2024; 58:16153-16163. [PMID: 39178241 DOI: 10.1021/acs.est.4c05646] [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: 08/25/2024]
Abstract
Electronic waste is an emerging source of per- and polyfluoroalkyl substance (PFAS) emissions to the environment, yet the contribution from hazardous recycling practices in the South Asian region remains unclear. This study detected 41 PFAS in soil samples from e-waste recycling sites in Pakistan and the total concentrations were 7.43-367 ng/g dry weight (dw) (median: 37.7 ng/g dw). Trifluoroacetic acid (TFA) and 6:2 fluorotelomer sulfonic acid emerged as the dominant PFAS, constituting 49% and 13% of the total PFAS concentrations, respectively. Notably, nine CF3-containing emerging PFAS were identified by the high-resolution mass spectrometry (HRMS)-based screening. Specifically, hexafluoroisopropanol and bistriflimide (NTf2) were consistently identified across all the samples, with quantified concentrations reaching up to 854 and 90 ng/g dw, respectively. This suggests their potential association with electronic manufacturing and recycling processes. Furthermore, except for NTf2, all the identified emerging PFAS were confirmed as precursors of TFA with molar yields of 8.87-40.0% by the TOP assay validation in Milli-Q water. Overall, this study reveals significant emission of PFAS from hazardous e-waste recycling practices and emphasizes the identification of emerging sources of TFA from precursor transformation, which are essential for PFAS risk assessment.
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Affiliation(s)
- Mujtaba Baqar
- MOE Key Laboratory of Pollution Processes and Environmental Criteria, College of Environmental Science and Engineering, Nankai University, Tianjin 300350, China
- Sustainable Development Study Centre, Government College University, Lahore 54000, Pakistan
| | - Maosen Zhao
- MOE Key Laboratory of Pollution Processes and Environmental Criteria, College of Environmental Science and Engineering, Nankai University, Tianjin 300350, China
| | - Rimsha Saleem
- Sustainable Development Study Centre, Government College University, Lahore 54000, Pakistan
| | - Zhipeng Cheng
- MOE Key Laboratory of Pollution Processes and Environmental Criteria, College of Environmental Science and Engineering, Nankai University, Tianjin 300350, China
| | - Bo Fang
- MOE Key Laboratory of Pollution Processes and Environmental Criteria, College of Environmental Science and Engineering, Nankai University, Tianjin 300350, China
| | - Xiaoyu Dong
- MOE Key Laboratory of Pollution Processes and Environmental Criteria, College of Environmental Science and Engineering, Nankai University, Tianjin 300350, China
| | - Hao Chen
- MOE Key Laboratory of Pollution Processes and Environmental Criteria, College of Environmental Science and Engineering, Nankai University, Tianjin 300350, China
| | - Yiming Yao
- MOE Key Laboratory of Pollution Processes and Environmental Criteria, College of Environmental Science and Engineering, Nankai University, Tianjin 300350, China
| | - Hongwen Sun
- MOE Key Laboratory of Pollution Processes and Environmental Criteria, College of Environmental Science and Engineering, Nankai University, Tianjin 300350, China
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19
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Pettersson M, Ericson Jogsten I, van Hees P, Karlsson P, Axelsson M, Yeung LWY. Sampling of per- and polyfluoroalkyl substances in drainage water from a waste management facility. CHEMOSPHERE 2024; 364:143031. [PMID: 39117088 DOI: 10.1016/j.chemosphere.2024.143031] [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: 01/31/2024] [Revised: 06/07/2024] [Accepted: 08/04/2024] [Indexed: 08/10/2024]
Abstract
Per- and polyfluoroalkyl substances (PFAS) have been used for decades in a broad range of consumer products and industrial applications. A variety of waste and products containing PFAS inevitably end up at waste management facilities when they are no longer considered useful. Drainage water samples (n = 157) were collected from eight subsections at a waste management facility in Sweden and analyzed for 23 PFAS and extractable organofluorine (EOF). Two different sampling methods were used, grab sampling (n = 32, without filtration) and composite sampling (n = 8, produced by pooling 16 filtered samples taken at the same subsection). Although PFAS have been studied at waste sites, the information is scarce regarding how the concentrations and homologue profiles could differ within the sites. In this study, we investigated if composite sampling could be an alternative to grab sampling for PFAS monitoring purposes. Herein, the PFAS concentrations ranged from <1 to 22 μg/L; the grab samples showed systematic higher concentrations than their corresponding composite sample. Short-chain perfluoroalkyl sulfonic acids (C4 and C5) were the largest contributing sub-class, followed by short-chain perfluoroalkyl carboxylic acids (C4 to C6). EOF was measured up to approximately 140 μg/L F with 99% being unexplained by the fluorine mass balance analysis. The results from this study showed that both sampling methods were comparable for target analysis and that 11 compounds represented most of the PFAS concentrations. However, the discrepancy between the sampling methods was greater for EOF analysis and may be due to the preparation of composite samples and/or due to fluctuating discharges during the sampling period. Composite sampling was observed to be comparable to grab sampling for target analysis.
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Affiliation(s)
- Mio Pettersson
- Man-Technology-Environment Research Centre, Department of Science and Technology, Orebro University, 701 82, Orebro, Sweden
| | - Ingrid Ericson Jogsten
- Man-Technology-Environment Research Centre, Department of Science and Technology, Orebro University, 701 82, Orebro, Sweden
| | - Patrick van Hees
- Man-Technology-Environment Research Centre, Department of Science and Technology, Orebro University, 701 82, Orebro, Sweden; Eurofins Food & Feed Testing Sweden AB, 531 40, Lidkoping, Sweden
| | - Patrik Karlsson
- Eurofins Food & Feed Testing Sweden AB, 531 40, Lidkoping, Sweden
| | | | - Leo W Y Yeung
- Man-Technology-Environment Research Centre, Department of Science and Technology, Orebro University, 701 82, Orebro, Sweden.
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20
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Dhulia A, Abou-Khalil C, Kewalramani J, Sarkar D, Boufadel MC. Mobilization of per- and poly-fluoroalkyl substances (PFAS) in soils with different organic matter contents. CHEMOSPHERE 2024; 361:142503. [PMID: 38825242 DOI: 10.1016/j.chemosphere.2024.142503] [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: 03/11/2024] [Revised: 05/29/2024] [Accepted: 05/30/2024] [Indexed: 06/04/2024]
Abstract
There is considerable interest in addressing soils contaminated with per- and polyfluoroalkyl substances (PFAS) because of the PFAS in the environment and associated health risks. The neutralization of PFAS in situ is challenging. Consequently, mobilizing the PFAS from the contaminated soils into an aqueous solution for subsequent handling has been pursued. Nonetheless, the efficiency of mobilization methods for removing PFAS can vary depending on site-specific factors, including the types and concentrations of PFAS compounds, soil characteristics. In the present study, the removal of perfluorooctanoate (PFOA) and perfluorooctane sulfonate (PFOS) from artificially contaminated soils was investigated in a 2D laboratory setup using electrokinetic (EK) remediation and hydraulic flushing by applying a hydraulic gradient (HG) for a duration of 15 days. The percent removal of PFOA by EK was consistent (∼80%) after a 15-day treatment for all soils. The removal efficiency of PFOS by EK significantly varied with the OM content, where the PFOS removal increased from 14% at 5% OM to 60% at 50% OM. With HG, the percent removal increased for both PFOA and PFOS from about 20% at 5% OM up to 80% at 75% OM. Based on the results, the mobilization of PFAS from organic soil would be appropriate using both hydraulic flushing and EK considering their applicability and advantages over each other for site-specific factors and requirements.
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Affiliation(s)
- Anirban Dhulia
- Center for Natural Resources, Department of Civil and Environmental Engineering, New Jersey Institute of Technology, Newark, NJ, 07102, USA
| | - Charbel Abou-Khalil
- Department of Civil and Environmental Engineering and Earth Sciences, University of Notre Dame, South Bend, IN, 46556, USA
| | | | - Dibyendu Sarkar
- Department of Civil, Environmental and Ocean Engineering, Stevens Institute of Technology, Hoboken, NJ, 07030, USA
| | - Michel C Boufadel
- Center for Natural Resources, Department of Civil and Environmental Engineering, New Jersey Institute of Technology, Newark, NJ, 07102, USA.
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21
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Rasmusson K, Fagerlund F. Per- and polyfluoroalkyl substances (PFAS) as contaminants in groundwater resources - A comprehensive review of subsurface transport processes. CHEMOSPHERE 2024; 362:142663. [PMID: 38908440 DOI: 10.1016/j.chemosphere.2024.142663] [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: 04/06/2024] [Revised: 06/17/2024] [Accepted: 06/18/2024] [Indexed: 06/24/2024]
Abstract
Per- and polyfluorinated alkyl substances (PFAS) are persistent contaminants in the environment. An increased awareness of adverse health effects related to PFAS has further led to stricter regulations for several of these substances in e.g. drinking water in many countries. Groundwater constitutes an important source of raw water for drinking water production. A thorough understanding of PFAS subsurface fate and transport mechanisms leading to contamination of groundwater resources is therefore essential for management of raw water resources. A review of scientific literature on the subject of processes affecting subsurface PFAS fate and transport was carried out. This article compiles the current knowledge of such processes, mainly focusing on perfluoroalkyl acids (PFAA), in soil- and groundwater systems. Further, a compilation of data on transport parameters such as solubility and distribution coefficients, as well as, insight gained and conclusions drawn from the reviewed material are presented. As the use of certain fire-fighting foams has been identified as the major source of groundwater contamination in many countries, research related to this type of pollution source has been given extra focus. Uptake of PFAS in biota is outside the scope of this review. The review showed a large spread in the magnitude of distribution coefficients and solubility for individual PFAS. Also, it is clear that the influence of multiple factors makes site-specific evaluation of distribution coefficients valuable. This article aims at giving the reader a comprehensive overview of the subject, and providing a base for further work.
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Affiliation(s)
- Kristina Rasmusson
- Uppsala Water and Waste AB, Virdings allé 32B, SE-75450, Uppsala, Sweden.
| | - Fritjof Fagerlund
- Uppsala University, Department of Earth Sciences, Villavägen 16, 75236, Uppsala, Sweden
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22
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Zhu Y, Chen F, Jiang F, Hua Z, Luo Z, Ma J. Enhanced remediation of PFAS-metal co-contaminated soil by ceramsite supported Fe 3O 4-MoS 2 heterojunction as a high-performance piezocatalyst. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2024; 365:121716. [PMID: 38968897 DOI: 10.1016/j.jenvman.2024.121716] [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: 03/18/2024] [Revised: 06/19/2024] [Accepted: 07/02/2024] [Indexed: 07/07/2024]
Abstract
In this study, a novel piezoremediation system was developed to remediate an actual soil co-polluted by high contents of per- and polyfluoroalkyl substances (PFAS, 5725 μg/kg soil) and heavy metals (6455 mg/kg soil). Two piezocatalysts, MoS2/ceramsite (MC) and Fe3O4-MoS2/ceramsite (FMC), were synthesized using a facile hydrothermal-coprecipitation method. These two materials were employed to treat the co-contaminated soil in soil slurry environment under sonication. FMC exhibited significantly higher piezoremediation performance than MC, wherein 91.6% of PFAS, 97.8% of Cr6+ ions and 81% of total metals (Cr, Cu, Zn and Ni) were removed from the soil after 50 min of the FMC piezoremediation process. FMC also exhibited the advantages of easy separation from the slurry phase and excellent reusability. In comparison with MC, the Fe3O4-MoS2 heterojunction in FMC can stabilize MoS2 particles on the surface of ceramsite granules, promote the separation of electron/hole pairs, accelerate charge transfer, therefore enhancing piezocatalytic performance. The electron spin resonance analysis and free radical quenching tests show that •OH was the dominant oxidative radical responsible for PFAS degradation. The count of bacteria and the bacterial community structure in the treated soil can be basically restored to the initial states after 30 days of incubation under nutrient stimulation. Overall, this study not only provides a deep insight on soil remediation process, but also offers an efficient and reliable technique for simultaneous decontamination of organic and metal pollutants in soil.
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Affiliation(s)
- Yanfeng Zhu
- School of Environment and Spatial Informatics, China University of Mining and Technology, Xuzhou, 221008, China
| | - Fu Chen
- School of Public Administration, Hohai University, Nanjing, 211000, China; Observation Research Station of Land Ecology and Land Use in the Yangtze River Delta, Ministry of Natural Resources, Nanjing, 210009, China.
| | - Feifei Jiang
- School of Public Administration, Hohai University, Nanjing, 211000, China; Observation Research Station of Land Ecology and Land Use in the Yangtze River Delta, Ministry of Natural Resources, Nanjing, 210009, China
| | - Ziyi Hua
- School of Public Administration, Hohai University, Nanjing, 211000, China
| | - Zhanbin Luo
- School of Public Administration, Hohai University, Nanjing, 211000, China
| | - Jing Ma
- School of Public Administration, Hohai University, Nanjing, 211000, China
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23
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Tang C, Zhang L, Li H, Wang J, Wang X, Yue D. Can on-site leachate treatment facilities effectively address the issue of perfluoroalkyl acids (PFAAs) in leachate? THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 932:172982. [PMID: 38705287 DOI: 10.1016/j.scitotenv.2024.172982] [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: 01/09/2024] [Revised: 04/11/2024] [Accepted: 05/02/2024] [Indexed: 05/07/2024]
Abstract
In recent decades, the presence of perfluoroalkyl acids (PFAAs) in municipal solid waste leachate has emerged as a growing concern. Research has focused on PFAA release and occurrence characteristics in landfill and waste-to-energy leachate, highlighting their significant impact when released into wastewater treatment plants. Given the extremely high loading rate faced by current on-site leachate treatment plants (LTPs), the objective of this study is to assess whether the current "anaerobic/aerobic (A/O) + membrane bioreactor (MBR) + nanofiltration (NF) + reverse osmosis (RO)" configuration is effective in PFAAs removal. Concentrations of raw and treated leachate in 10 on-site LTPs with same treatment configuration and varying landfill ages were measured, and a comprehensive mass flow analysis of each treatment process was conducted. The results indicate that A/O treatment has limited capacity for PFAA removal, while NF and RO processes reached 77.44 % and 94.30 % removal rates of ∑PFAAs concentration, respectively. Short-chain PFAAs (> 80 % detected frequency) primarily influenced the distribution and variations of PFAAs in leachate and tend to disperse in the water phase. Correlation analysis revealed the current on-site LTPs exhibit a more efficient removal capacity for long-chain PFAAs.
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Affiliation(s)
- Chu Tang
- School of Environment, Tsinghua University, Beijing 100084, China
| | - Lingyue Zhang
- School of Environment, Tsinghua University, Beijing 100084, China; Department of Civil Engineering, The University of Hong Kong, Pokfulam, Hong Kong Special Administrative Region.
| | - Hongxin Li
- School of Environment, Tsinghua University, Beijing 100084, China
| | - Jianchao Wang
- School of Chemical and Environmental Engineering, China University of Mining and Technology (Beijing), Beijing 100083, China
| | - Xiaoming Wang
- Key Laboratory of Three Gorges Reservoir Region's Eco-Environment under Ministry of Education, Chongqing University, Chongqing 400044, China
| | - Dongbei Yue
- School of Environment, Tsinghua University, Beijing 100084, China.
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24
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Shi L, Leng C, Zhou Y, Yuan Y, Liu L, Li F, Wang H. A review of electrooxidation systems treatment of poly-fluoroalkyl substances (PFAS): electrooxidation degradation mechanisms and electrode materials. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2024; 31:42593-42613. [PMID: 38900403 DOI: 10.1007/s11356-024-34014-1] [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: 11/22/2023] [Accepted: 06/11/2024] [Indexed: 06/21/2024]
Abstract
The prevalence of polyfluoroalkyls and perfluoroalkyls (PFAS) represents a significant challenge, and various treatment techniques have been employed with considerable success to eliminate PFAS from water, with the ultimate goal of ensuring safe disposal of wastewater. This paper first describes the most promising electrochemical oxidation (EO) technology and then analyses its basic principles. In addition, this paper reviews and discusses the current state of research and development in the field of electrode materials and electrochemical reactors. Furthermore, the influence of electrode materials and electrolyte types on the deterioration process is also investigated. The importance of electrode materials in ethylene oxide has been widely recognised, and therefore, the focus of current research is mainly on the development of innovative electrode materials, the design of superior electrode structures, and the improvement of efficient electrode preparation methods. In order to improve the degradation efficiency of PFOS in electrochemical systems, it is essential to study the oxidation mechanism of PFOS in the presence of ethylene oxide. Furthermore, the factors influencing the efficacy of PFAS treatment, including current density, energy consumption, initial concentration, and other parameters, are clearly delineated. In conclusion, this study offers a comprehensive overview of the potential for integrating EO technology with other water treatment technologies. The continuous development of electrode materials and the integration of other water treatment processes present a promising future for the widespread application of ethylene oxide technology.
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Affiliation(s)
- Lifeng Shi
- Key Laboratory of Bioelectrochemical Water Pollution Control Technology in Tangshan City, North China University of Science and Technology, Tangshan, People's Republic of China
- College of Civil and Architectural Engineering, North China University of Science and Technology, Tangshan, People's Republic of China
| | - Chunpeng Leng
- Key Laboratory of Bioelectrochemical Water Pollution Control Technology in Tangshan City, North China University of Science and Technology, Tangshan, People's Republic of China
- Hebei Industrial Technology Institute of Mine Ecological Remediation, Tangshan, 063000, People's Republic of China
| | - Yunlong Zhou
- Key Laboratory of Bioelectrochemical Water Pollution Control Technology in Tangshan City, North China University of Science and Technology, Tangshan, People's Republic of China
- College of Civil and Architectural Engineering, North China University of Science and Technology, Tangshan, People's Republic of China
| | - Yue Yuan
- Key Laboratory of Bioelectrochemical Water Pollution Control Technology in Tangshan City, North China University of Science and Technology, Tangshan, People's Republic of China
- College of Civil and Architectural Engineering, North China University of Science and Technology, Tangshan, People's Republic of China
| | - Lin Liu
- Key Laboratory of Bioelectrochemical Water Pollution Control Technology in Tangshan City, North China University of Science and Technology, Tangshan, People's Republic of China
- College of Civil and Architectural Engineering, North China University of Science and Technology, Tangshan, People's Republic of China
| | - Fuping Li
- Hebei Industrial Technology Institute of Mine Ecological Remediation, Tangshan, 063000, People's Republic of China
| | - Hao Wang
- Key Laboratory of Bioelectrochemical Water Pollution Control Technology in Tangshan City, North China University of Science and Technology, Tangshan, People's Republic of China.
- College of Civil and Architectural Engineering, North China University of Science and Technology, Tangshan, People's Republic of China.
- Hebei Industrial Technology Institute of Mine Ecological Remediation, Tangshan, 063000, People's Republic of China.
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Timshina AS, Robey NM, Oldnettle A, Barron S, Mehdi Q, Cerlanek A, Townsend TG, Bowden JA. Investigating the sources and fate of per- and polyfluoroalkyl substances (PFAS) in food waste compost. WASTE MANAGEMENT (NEW YORK, N.Y.) 2024; 180:125-134. [PMID: 38564913 DOI: 10.1016/j.wasman.2024.03.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Revised: 03/14/2024] [Accepted: 03/18/2024] [Indexed: 04/04/2024]
Abstract
Composting municipal food waste is a key strategy for beneficially reusing methane-producing waste that would otherwise occupy landfill space. However, land-applied compost can cycle per- and polyfluoroalkyl substances (PFAS) back into the food supply and the environment. We partnered with a pilot-scale windrow composting facility to investigate the sources and fate of 40 PFAS in food waste compost. A comparison of feedstock materials yielded concentrations of ∑PFAS under 1 ng g-1 in mulch and food waste and at 1380 ng g-1 in leachate from used compostable food contact materials. Concentrations of targeted ∑PFAS increased with compost maturity along the windrow (1.85-23.1 ng g-1) and in mature stockpiles of increasing curing age (12.6-84.3 ng g-1). Among 15 PFAS quantified in compost, short-chain perfluorocarboxylic acids (PFCAs) - C5 and C6 PFCAs in particular - led the increasing trend, suggesting biotransformation of precursor PFAS into these terminal PFAS through aerobic decomposition. Several precursor PFAS were also measured, including fluorotelomer carboxylic acids (FTCAs) and polyfluorinated phosphate diesters (PAPs). However, since most targeted analytical methods and proposed regulations prioritize terminal PFAS, testing fully matured compost would provide the most relevant snapshot of PFAS that could be land applied. In addition, removing co-disposed food contact materials from the FW feedstock onsite yielded only a 37 % reduction of PFAS loads in subsequent compost, likely due to PFAS leaching during co-disposal. Source-separation of food contact materials is currently the best management practice for meaningful reduction of PFAS in food waste composts intended for land application.
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Affiliation(s)
- Alina S Timshina
- University of Florida, Department of Environmental Engineering Sciences, College of Engineering, Gainesville, FL 32611, USA
| | - Nicole M Robey
- Innovative Technical Solutions, Inc., Gainesville, FL 32606, USA
| | - Allison Oldnettle
- University of Florida, Department of Environmental Engineering Sciences, College of Engineering, Gainesville, FL 32611, USA
| | | | - Qaim Mehdi
- University of Florida, Center for Environmental and Human Toxicology & Department of Physiological Sciences, College of Veterinary Medicine, Gainesville, FL 32611, USA
| | - Allison Cerlanek
- University of Florida, Department of Environmental Engineering Sciences, College of Engineering, Gainesville, FL 32611, USA
| | - Timothy G Townsend
- University of Florida, Department of Environmental Engineering Sciences, College of Engineering, Gainesville, FL 32611, USA
| | - John A Bowden
- University of Florida, Department of Environmental Engineering Sciences, College of Engineering, Gainesville, FL 32611, USA; University of Florida, Center for Environmental and Human Toxicology & Department of Physiological Sciences, College of Veterinary Medicine, Gainesville, FL 32611, USA.
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26
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Hasan MM, Ng KTW, Ray S, Assuah A, Mahmud TS. Prophet time series modeling of waste disposal rates in four North American cities. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2024; 31:31343-31354. [PMID: 38632194 DOI: 10.1007/s11356-024-33335-5] [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: 07/20/2023] [Accepted: 04/11/2024] [Indexed: 04/19/2024]
Abstract
In this study, three different univariate municipal solid waste (MSW) disposal rate forecast models (SARIMA, Holt-Winters, Prophet) were examined using different testing periods in four North American cities with different socioeconomic conditions. A review of the literature suggests that the selected models are able to handle seasonality in a time series; however, their ability to handle outliers is not well understood. The Prophet model generally outperformed the Holt-Winters model and the SARIMA model. The MAPE and R2 of the Prophet model during pre-COVID-19 were 4.3-22.2% and 0.71-0.93, respectively. All three models showed satisfactory predictive results, especially during the pre-COVID-19 testing period. COVID-19 lockdowns and the associated regulatory measures appear to have affected MSW disposal behaviors, and all the univariate models failed to fully capture the abrupt changes in waste disposal behaviors. Modeling errors were largely attributed to data noise in seasonality and the unprecedented event of COVID-19 lockdowns. Overall, the modeling errors of the Prophet model were evenly distributed, with minimum modeling biases. The Prophet model also appeared to be versatile and successfully captured MSW disposal rates from 3000 to 39,000 tons/month. The study highlights the potential benefits of the use of univariate models in waste forecast.
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Affiliation(s)
- Mohammad Mehedi Hasan
- Faculty of Engineering and Applied Science, Environmental Systems Engineering, University of Regina, 3737 Wascana Parkway, Regina, Saskatchewan, S4S 0A2, Canada
| | - Kelvin Tsun Wai Ng
- Faculty of Engineering and Applied Science, Environmental Systems Engineering, University of Regina, 3737 Wascana Parkway, Regina, Saskatchewan, S4S 0A2, Canada.
| | - Sagar Ray
- Faculty of Engineering and Applied Science, Environmental Systems Engineering, University of Regina, 3737 Wascana Parkway, Regina, Saskatchewan, S4S 0A2, Canada
| | - Anderson Assuah
- University College of the North, Box 3000, 436 - 7th Street East, The Pas, Manitoba, R9A 1M7, Canada
| | - Tanvir Shahrier Mahmud
- Faculty of Engineering and Applied Science, Environmental Systems Engineering, University of Regina, 3737 Wascana Parkway, Regina, Saskatchewan, S4S 0A2, Canada
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27
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Biggeri A, Stoppa G, Facciolo L, Fin G, Mancini S, Manno V, Minelli G, Zamagni F, Zamboni M, Catelan D, Bucchi L. All-cause, cardiovascular disease and cancer mortality in the population of a large Italian area contaminated by perfluoroalkyl and polyfluoroalkyl substances (1980-2018). Environ Health 2024; 23:42. [PMID: 38627679 PMCID: PMC11022451 DOI: 10.1186/s12940-024-01074-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Accepted: 03/20/2024] [Indexed: 04/19/2024]
Abstract
BACKGROUND Per- and polyfluoroalkyl substances (PFAS) are associated with many adverse health conditions. Among the main effects is carcinogenicity in humans, which deserves to be further clarified. An evident association has been reported for kidney cancer and testicular cancer. In 2013, a large episode of surface, ground and drinking water contamination with PFAS was uncovered in three provinces of the Veneto Region (northern Italy) involving 30 municipalities and a population of about 150,000. We report on the temporal evolution of all-cause mortality and selected cause-specific mortality by calendar period and birth cohort in the local population between 1980 and 2018. METHODS The Italian National Institute of Health pre-processed and made available anonymous data from the Italian National Institute of Statistics death certificate archives for residents of the provinces of Vicenza, Padua and Verona (males, n = 29,629; females, n = 29,518) who died between 1980 and 2018. Calendar period analysis was done by calculating standardised mortality ratios using the total population of the three provinces in the same calendar period as reference. The birth cohort analysis was performed using 20-84 years cumulative standardised mortality ratios. Exposure was defined as being resident in one of the 30 municipalities of the Red area, where the aqueduct supplying drinking water was fed by the contaminated groundwater. RESULTS During the 34 years between 1985 (assumed as beginning date of water contamination) and 2018 (last year of availability of cause-specific mortality data), in the resident population of the Red area we observed 51,621 deaths vs. 47,731 expected (age- and sex-SMR: 108; 90% CI: 107-109). We found evidence of raised mortality from cardiovascular disease (in particular, heart diseases and ischemic heart disease) and malignant neoplastic diseases, including kidney cancer and testicular cancer. CONCLUSIONS For the first time, an association of PFAS exposure with mortality from cardiovascular disease was formally demonstrated. The evidence regarding kidney cancer and testicular cancer is consistent with previously reported data.
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Affiliation(s)
- Annibale Biggeri
- Unit of Biostatistics, Epidemiology and Public Health, Department of Cardiac, Thoracic, Vascular Sciences and Public Health University of Padua, Padua, Italy
| | - Giorgia Stoppa
- Unit of Biostatistics, Epidemiology and Public Health, Department of Cardiac, Thoracic, Vascular Sciences and Public Health University of Padua, Padua, Italy.
| | | | - Giuliano Fin
- Comitato mamme NO-PFAS, Vicenza, Padua, Verona, Italy
| | - Silvia Mancini
- Emilia-Romagna Cancer Registry, Romagna Cancer Institute, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) Dino Amadori, Meldola, Forlì, Italy
| | - Valerio Manno
- Statistical Service, Istituto Superiore di Sanità, Rome, Italy
| | - Giada Minelli
- Statistical Service, Istituto Superiore di Sanità, Rome, Italy
| | - Federica Zamagni
- Emilia-Romagna Cancer Registry, Romagna Cancer Institute, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) Dino Amadori, Meldola, Forlì, Italy
| | | | - Dolores Catelan
- Unit of Biostatistics, Epidemiology and Public Health, Department of Cardiac, Thoracic, Vascular Sciences and Public Health University of Padua, Padua, Italy
| | - Lauro Bucchi
- Emilia-Romagna Cancer Registry, Romagna Cancer Institute, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) Dino Amadori, Meldola, Forlì, Italy
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28
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Li J, Sha H, Liu W, Yuan Y, Zhu G, Meng F, Xi B, Tan W. Transport of per-/polyfluoroalkyl substances from leachate to groundwater as affected by dissolved organic matter in landfills. ENVIRONMENTAL RESEARCH 2024; 247:118230. [PMID: 38237756 DOI: 10.1016/j.envres.2024.118230] [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: 09/19/2023] [Revised: 12/30/2023] [Accepted: 01/15/2024] [Indexed: 01/23/2024]
Abstract
The transport of per- and polyfluoroalkyl substances (PFAS) from landfill leachate to surrounding soil and groundwater poses a threat to human health via the food chain or drinking water. Studies have shown that the transport process of PFAS from the solid to liquid phase in the environment is significantly affected by dissolved organic matter (DOM) adsorption. However, the mechanism of PFAS release from landfill solids into leachate and its transport to the surrounding groundwater remains unclear. In this study, we identified the composition of PFAS and DOM components and analyzed the association between DOM components, physicochemical factors, and PFAS concentrations in landfill leachate and groundwater. This study demonstrated that the frequency of PFAS detection in the samples was 100%, and the PFAS concentrations in leachate were greater than in the groundwater samples. Physicochemical factors, such as ammonium-nitrogen (NH4+-N), sodium (Na), calcium (Ca), DOM components C4 (macromolecular humic acid), SUVA254 (aromatic component content), and A240-400 (humification degree and molecular weight), were strongly correlated with PFAS concentrations. In conclusion, PFAS environmental risk management should be enhanced in landfills, especially in closed landfills, or landfills that are scheduled to close in the near future.
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Affiliation(s)
- Jia Li
- School of Water Resources and Environment, China University of Geosciences (Beijing), Beijing 100083, China; Technical Centre for Soil, Agriculture and Rural Ecology and Environment, Ministry of Ecology and Environment, Beijing 100012, China; State Environmental Protection Key Laboratory of Simulation and Control of Groundwater Pollution, Chinese Research Academy of Environmental Sciences, Beijing 100012, China
| | - Haoqun Sha
- School of Chemical and Environmental Engineering, China University of Mining and Technology (Beijing), Beijing 100083, China
| | - Weijiang Liu
- Technical Centre for Soil, Agriculture and Rural Ecology and Environment, Ministry of Ecology and Environment, Beijing 100012, China
| | - Ying Yuan
- State Environmental Protection Key Laboratory of Simulation and Control of Groundwater Pollution, Chinese Research Academy of Environmental Sciences, Beijing 100012, China.
| | - Ganghui Zhu
- Technical Centre for Soil, Agriculture and Rural Ecology and Environment, Ministry of Ecology and Environment, Beijing 100012, China.
| | - Fanhua Meng
- State Environmental Protection Key Laboratory of Simulation and Control of Groundwater Pollution, Chinese Research Academy of Environmental Sciences, Beijing 100012, China
| | - Beidou Xi
- State Environmental Protection Key Laboratory of Simulation and Control of Groundwater Pollution, Chinese Research Academy of Environmental Sciences, Beijing 100012, China
| | - Wenbing Tan
- State Environmental Protection Key Laboratory of Simulation and Control of Groundwater Pollution, Chinese Research Academy of Environmental Sciences, Beijing 100012, China
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29
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Feng C, Lin Y, Le S, Ji J, Chen Y, Wang G, Xiao P, Zhao Y, Lu D. Suspect, Nontarget Screening, and Toxicity Prediction of Per- and Polyfluoroalkyl Substances in the Landfill Leachate. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2024; 58:4737-4750. [PMID: 38408453 DOI: 10.1021/acs.est.3c07533] [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: 02/28/2024]
Abstract
Landfills are the final stage of urban wastes containing perfluoroalkyl and polyfluoroalkyl substances (PFASs). PFASs in the landfill leachate may contaminate the surrounding groundwater. As major environmental pollutants, emerging PFASs have raised global concern. Besides the widely reported legacy PFASs, the distribution and potential toxic effects of numerous emerging PFASs remain unclear, and unknown PFASs still need discovery and characterization. This study proposed a comprehensive method for PFAS screening in leachate samples using suspect and nontarget analysis. A total of 48 PFASs from 10 classes were identified; nine novel PFASs including eight chloroperfluoropolyether carboxylates (Cl-PFPECAs) and bistriflimide (HNTf2) were reported for the first time in the leachate, where Cl-PFPECA-3,1 and Cl-PFPECA-2,2 were first reported in environmental media. Optimized molecular docking models were established for prioritizing the PFASs with potential activity against peroxisome proliferator-activated receptor α and estrogen receptor α. Our results indicated that several emerging PFASs of N-methyl perfluoroalkyl sulfonamido acetic acids (N-MeFASAAs), n:3 fluorotelomer carboxylic acid (n:3 FTCA), and n:2 fluorotelomer sulfonate (n:2 FTSA) have potential health risks that cannot be ignored.
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Affiliation(s)
- Chao Feng
- Shanghai Municipal Center for Disease Control and Prevention, Shanghai 200336, China
- State Environmental Protection Key Laboratory of Environmental Health Impact Assessment of Emerging Contaminants, Shanghai 200336, China
| | - Yuanjie Lin
- Shanghai Municipal Center for Disease Control and Prevention, Shanghai 200336, China
- State Environmental Protection Key Laboratory of Environmental Health Impact Assessment of Emerging Contaminants, Shanghai 200336, China
| | - Sunyang Le
- Shanghai Municipal Center for Disease Control and Prevention, Shanghai 200336, China
- State Environmental Protection Key Laboratory of Environmental Health Impact Assessment of Emerging Contaminants, Shanghai 200336, China
| | - Jieyun Ji
- Shanghai Changning Center for Disease Control and Prevention, Shanghai 200051, China
| | - Yuhang Chen
- Shanghai Municipal Center for Disease Control and Prevention, Shanghai 200336, China
- State Environmental Protection Key Laboratory of Environmental Health Impact Assessment of Emerging Contaminants, Shanghai 200336, China
| | - Guoquan Wang
- Shanghai Municipal Center for Disease Control and Prevention, Shanghai 200336, China
- State Environmental Protection Key Laboratory of Environmental Health Impact Assessment of Emerging Contaminants, Shanghai 200336, China
| | - Ping Xiao
- Shanghai Municipal Center for Disease Control and Prevention, Shanghai 200336, China
- State Environmental Protection Key Laboratory of Environmental Health Impact Assessment of Emerging Contaminants, Shanghai 200336, China
| | - Yunfeng Zhao
- China National Center for Food Safety Risk Assessment, Beijing 100021, China
- NHC Key Laboratory of Food Safety Risk Assessment, Beijing 100021, China
| | - Dasheng Lu
- Shanghai Municipal Center for Disease Control and Prevention, Shanghai 200336, China
- State Environmental Protection Key Laboratory of Environmental Health Impact Assessment of Emerging Contaminants, Shanghai 200336, China
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30
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Chen F, Li Y, Zhu Y, Sun Y, Ma J, Wang L. Enhanced electrokinetic remediation by magnetic induction for the treatment of co-contaminated soil. JOURNAL OF HAZARDOUS MATERIALS 2023; 452:131264. [PMID: 36989789 DOI: 10.1016/j.jhazmat.2023.131264] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Revised: 03/15/2023] [Accepted: 03/21/2023] [Indexed: 06/19/2023]
Abstract
The electroplating industry site is an important reservoir of per- and poly-fluoroalkyl substances (PFASs) and heavy metals. In this work, a novel electrokinetic in-situ chemical oxidation system was established to restore an actual soil co-contaminated with high concentrations of heavy metals (Cr, Cu, Zn and Ni) and PFASs. Potassium persulfate (PS, K2S2O8) and industrial waste steel slag were used as the oxidant and activator, respectively. The steel slag was evenly added in the soil, while PS was dosed in the cathode chamber. Citric acid fermentation broth produced by Aspergillus niger was added in the anode chamber to act as the metal chelator. A periodic alternating magnetic field was employed to enhance the catalytic performance of steel slag for PS. After 15-day treatment, 86.7% of PFASs and 87.2% of heavy metals were removed without PFASs accumulation in the electrolyte, with a defluorination percentage of 79.2%. The remediated soil had no phytotoxicity for wheat seed growth based on 7-day cultivation results. The quality of remediated soil could reach the national Class II criteria for residential use. Electron paramagnetic resonance spectroscopy analysis demonstrated that SO4•- and •OH were the major oxidative radicals responsible for PFASs degradation. Adding steel slag in the soil performed better than that in the cathode chamber based on pollutant removal and alleviating soil acidification. Magnetic induction could enhance PS activation by promote the corrosion of steel slag and thermal activation, thus increasing electrical current and electroosmotic flow, enhancing the transport of citric acid and PS, significantly improving the removal efficiency of heavy metals and PFASs.
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Affiliation(s)
- Fu Chen
- School of Public Administration, Hohai University, Nanjing 211100, China.
| | - Yuhang Li
- School of Public Administration, Hohai University, Nanjing 211100, China
| | - Yanfeng Zhu
- School of Environmental Science and Spatial Informatics, China University of Mining and Technology, Xuzhou 221116, China
| | - Yan Sun
- School of Public Administration, Hohai University, Nanjing 211100, China
| | - Jing Ma
- School of Public Administration, Hohai University, Nanjing 211100, China
| | - Liping Wang
- School of Environmental Science and Spatial Informatics, China University of Mining and Technology, Xuzhou 221116, China
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Lu J, Lu H, Liang D, Feng S, Li Y, Li J. A review of the occurrence, transformation, and removal technologies for the remediation of per- and polyfluoroalkyl substances (PFAS) from landfill leachate. CHEMOSPHERE 2023; 332:138824. [PMID: 37164196 DOI: 10.1016/j.chemosphere.2023.138824] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Revised: 04/28/2023] [Accepted: 04/29/2023] [Indexed: 05/12/2023]
Abstract
Per- and polyfluoroalkyl substances (PFAS) are persistent organic pollutants (POPs) that pose significant environmental and human health risks. The presence of PFAS in landfill leachate is becoming an increasingly concerning issue. This article presents a comprehensive review of current knowledge and research gaps in monitoring and removing PFAS from landfill leachate. The focus is on evaluating the effectiveness and sustainability of existing removal technologies, and identifying areas where further research is needed. To achieve this goal, the paper examines the existing technologies for monitoring and treating PFAS in landfill leachate. The review emphasizes the importance of sample preparation techniques and quality assurance/quality control measures in ensuring accurate and reliable results. Then, this paper reviewed the existing technologies for removal and remediation of PFAS in landfill leachates, such as adsorption, membrane filtration, photocatalytic oxidation, electrocatalysis, biodegradation, and constructed wetlands. Additionally, the paper summarizes the factors that exhibit the performance of various treatment technologies: reaction time, experimental conditions, and removal rates. Furthermore, the paper evaluates the potential application of different remediation technologies (i.e., adsorption, membrane filtration, photocatalytic oxidation, electrocatalysis, biodegradation, and constructed wetlands, etc.) in treating landfill leachate containing PFAS and its precursors, such as fluorotelomeres like FTOH and FTSs. The review highlights the importance of considering economic, technical, and environmental factors when selecting control measures. Overall, this article aims to provide guidance for promoting environmental protection and sustainable development in the context of PFAS contamination in landfill leachate.
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Affiliation(s)
- Jingzhao Lu
- Key Laboratory of Water Cycle and Related Land Surface Processes, Institute of Geographic Science and Natural Resources Research, Chinese Academy of Science, Beijing, 100101, China; College of Science and Technology, Hebei Agricultural University, Cangzhou, 061100, China.
| | - Hongwei Lu
- Key Laboratory of Water Cycle and Related Land Surface Processes, Institute of Geographic Science and Natural Resources Research, Chinese Academy of Science, Beijing, 100101, China.
| | - Dongzhe Liang
- Key Laboratory of Water Cycle and Related Land Surface Processes, Institute of Geographic Science and Natural Resources Research, Chinese Academy of Science, Beijing, 100101, China
| | - SanSan Feng
- Key Laboratory of Water Cycle and Related Land Surface Processes, Institute of Geographic Science and Natural Resources Research, Chinese Academy of Science, Beijing, 100101, China
| | - Yao Li
- College of Science and Technology, Hebei Agricultural University, Cangzhou, 061100, China
| | - Jingyu Li
- College of Science and Technology, Hebei Agricultural University, Cangzhou, 061100, China
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