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Ali MA, Lyu X, Ersan MS, Xiao F. Critical evaluation of hyperspectral imaging technology for detection and quantification of microplastics in soil. JOURNAL OF HAZARDOUS MATERIALS 2024; 476:135041. [PMID: 38941829 DOI: 10.1016/j.jhazmat.2024.135041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Revised: 06/22/2024] [Accepted: 06/25/2024] [Indexed: 06/30/2024]
Abstract
In this study, we critically evaluated the performance of an emerging technology, hyperspectral imaging (HSI), for detecting microplastics (MPs) in soil. We examined the technology's robustness against varying environmental conditions in five groups of experiments. Our findings show that near-infrared (NIR) hyperspectral imaging (HSI) effectively detects microplastics (MPs) in soil, though detection efficacy is influenced by factors such as MP concentration, color, and soil moisture. We found a generally linear relationship between the levels of MPs in various soils and their spectral responses in the NIR HSI imaging spectrum. However, effectiveness is reduced for certain MPs, like polyethylene, in kaolinite clay. Furthermore, we showed that soil moisture considerably influenced the detection of MPs, leading to nonlinearities in quantification and adding complexities to spectral analysis. The varied responses of MPs of different sizes and colors to NIR HSI present further challenges in detection and quantification. The research suggests pre-grouping of MPs based on size before analysis and proposes further investigation into the interaction between soil moisture and MP detectability to enhance HSI's application in MP monitoring and quantification. To our knowledge, this study is the first to comprehensively evaluate this technology for detecting and quantifying microplastics.
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Affiliation(s)
- Mansurat A Ali
- Department of Civil & Environmental Engineering, University of North Dakota, Grand Forks, ND 58202-8115, United States
| | - Xueyan Lyu
- School of Hydrology and Water Resources, Nanjing University of Information Science and Technology, Nanjing 210044, China
| | - Mahmut S Ersan
- Department of Civil & Environmental Engineering, University of North Dakota, Grand Forks, ND 58202-8115, United States
| | - Feng Xiao
- Department of Civil and Environmental Engineering, University of Missouri, Columbia, MO 65211, United States; Missouri Water Center, University of Missouri, Columbia, MO 65211, United States.
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2
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Weitz K, Kantner D, Kessler A, Key H, Larson J, Bodnar W, Parvathikar S, Davis L, Robey N, Taylor P, De la Cruz F, Tolaymat T, Weber N, Linak W, Krug J, Phelps L. Review of per- and poly-fluoroalkyl treatment in combustion-based thermal waste systems in the United States. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 932:172658. [PMID: 38657813 DOI: 10.1016/j.scitotenv.2024.172658] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 04/19/2024] [Accepted: 04/19/2024] [Indexed: 04/26/2024]
Abstract
Per- and poly-fluoroalkyl substances (PFAS) are a class of synthetic chemicals known for their widespread presence and environmental persistence. Carbon-fluorine (C-F) bonds are major components among PFAS and among the strongest organic bonds, thus destroying PFAS may present significant challenge. Thermal treatment such as incineration is an effective and approved method for destroying many halogenated organic chemicals. Here, we present the results of existing studies and testing at combustion-based thermal treatment facilities and summarize what is known regarding PFAS destruction and mineralization at such units. Available results suggest the temperature and residence times reached by some thermal treatment systems are generally favorable to the destruction of PFAS, but the possibility for PFAS or fluorinated organic byproducts to escape destruction and adequate mineralization and be released into the air cannot be ruled out. Few studies have been conducted at full-scale operating facilities, and none to date have attempted to characterize possible fluorinated organic products of incomplete combustion (PICs). Further, the ability of existing air pollution control (APC) systems, designed primarily for particulate and acid gas control, to reduce PFAS air emissions has not been determined. These data gaps remain primarily due to the previous lack of available methods to characterize PFAS destruction and PIC concentrations in facility air emissions. However, newly developed stack testing methods offer an improved understanding of the extent to which thermal waste treatment technologies successfully destroy and mineralize PFAS in these waste streams.
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Affiliation(s)
- Keith Weitz
- RTI International, Research Triangle Park, NC, USA
| | | | | | - Haley Key
- RTI International, Research Triangle Park, NC, USA
| | - Judd Larson
- RTI International, Research Triangle Park, NC, USA
| | - Wanda Bodnar
- RTI International, Research Triangle Park, NC, USA
| | | | - Lynn Davis
- RTI International, Research Triangle Park, NC, USA
| | - Nicole Robey
- Innovative Technical Solutions, Gainesville, FL, USA
| | | | - Florentino De la Cruz
- College of Computing, Engineering and Construction, University of North Florida, Jacksonville, FL, USA
| | - Thabet Tolaymat
- Center for Environmental Solutions and Emergency Management, Office of Research and Development, U.S. Environmental Protection Agency, Cincinnati, OH, USA
| | - Nathan Weber
- Oak Ridge Institute for Science and Education, Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, NC, USA
| | - William Linak
- Center for Environmental Measurement and Modeling, Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, NC, USA
| | - Jonathan Krug
- Center for Environmental Measurement and Modeling, Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, NC, USA
| | - Lara Phelps
- Center for Environmental Measurement and Modeling, Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, NC, USA.
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3
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Abeywardane K, Goldsmith CF. Accurate Enthalpies of Formation for PFAS from First-Principles: Combining Different Levels of Theory in a Generalized Thermochemical Hierarchy. ACS PHYSICAL CHEMISTRY AU 2024; 4:247-258. [PMID: 38800729 PMCID: PMC11117692 DOI: 10.1021/acsphyschemau.3c00056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 01/05/2024] [Accepted: 01/08/2024] [Indexed: 05/29/2024]
Abstract
The enthalpies of formation are computed for a large number of per- and poly fluoroalkyl substances (PFAS) using a connectivity-based hierarchy (CBH) approach. A combination of different electronic structure methods are used to provide the reference data in a hierarchical manner. The ANL0 method, in conjunction with the active thermochemical tables, provides enthalpies of formation for smaller species with subchemical accuracy. Coupled-cluster theory with explicit correlations are used to compute enthalpies of formation for intermediate species, based upon the ANL0 results. For the largest PFAS, including perfluorooctanoic acid (PFOA) and heptafluoropropylene oxide dimer acid (GenX), coupled-cluster theory with local correlations is used. The sequence of homodesmotic reactions proposed by the CBH are determined automatically by a new open-source code, AutoCBH. The results are the first reported enthalpies of formation for the majority of the species. A convergence analysis and global uncertainty quantification confirm that the enthalpies of formation at 0 K should be accurate to within ±5 kJ/mol. This new approach is not limited to PFAS, but can be applied to many chemical systems.
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Affiliation(s)
- Kento Abeywardane
- Chemical Engineering Group, School
of Engineering, Brown University, Providence, Rhode Island 02912, United States
| | - C. Franklin Goldsmith
- Chemical Engineering Group, School
of Engineering, Brown University, Providence, Rhode Island 02912, United States
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4
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Xia D, Zhang H, Ju Y, Xie HB, Su L, Ma F, Jiang J, Chen J, Francisco JS. Spontaneous Degradation of the "Forever Chemicals" Perfluoroalkyl and Polyfluoroalkyl Substances (PFASs) on Water Droplet Surfaces. J Am Chem Soc 2024. [PMID: 38584396 DOI: 10.1021/jacs.4c00435] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
Abstract
Because of their innate chemical stability, the ubiquitous perfluoroalkyl and polyfluoroalkyl substances (PFASs) have been dubbed "forever chemicals" and have attracted considerable attention. However, their stability under environmental conditions has not been widely verified. Herein, perfluorooctanoic acid (PFOA), a widely used and detected PFAS, was found to be spontaneously degraded in aqueous microdroplets under room temperature and atmospheric pressure conditions. This unexpected fast degradation occurred via a unique multicycle redox reaction of PFOA with interfacial reactive species on the droplet surface. Similar degradation was observed for other PFASs. This study extends the current understanding of the environmental fate and chemistry of PFASs and provides insight into aid in the development of effective methods for removing PFASs.
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Affiliation(s)
- Deming Xia
- Key Laboratory of Industrial Ecology and Environmental Engineering (MOE), Dalian Key Laboratory on Chemicals Risk Control and Pollution Prevention Technology, School of Environmental Science and Technology, Dalian University of Technology, Dalian 116024, China
- Department of Earth and Environmental Science, University of Pennsylvania, Philadelphia, Pennsylvania 19104-6316, United States
| | - Hong Zhang
- School of Marin Science and Technology, Harbin Institute of Technology at Weihai, Weihai, Shandong 264209, China
| | - Yun Ju
- School of Marin Science and Technology, Harbin Institute of Technology at Weihai, Weihai, Shandong 264209, China
| | - Hong-Bin Xie
- Key Laboratory of Industrial Ecology and Environmental Engineering (MOE), Dalian Key Laboratory on Chemicals Risk Control and Pollution Prevention Technology, School of Environmental Science and Technology, Dalian University of Technology, Dalian 116024, China
| | - Lihao Su
- Key Laboratory of Industrial Ecology and Environmental Engineering (MOE), Dalian Key Laboratory on Chemicals Risk Control and Pollution Prevention Technology, School of Environmental Science and Technology, Dalian University of Technology, Dalian 116024, China
| | - Fangfang Ma
- Key Laboratory of Industrial Ecology and Environmental Engineering (MOE), Dalian Key Laboratory on Chemicals Risk Control and Pollution Prevention Technology, School of Environmental Science and Technology, Dalian University of Technology, Dalian 116024, China
| | - Jie Jiang
- School of Marin Science and Technology, Harbin Institute of Technology at Weihai, Weihai, Shandong 264209, China
| | - Jingwen Chen
- Key Laboratory of Industrial Ecology and Environmental Engineering (MOE), Dalian Key Laboratory on Chemicals Risk Control and Pollution Prevention Technology, School of Environmental Science and Technology, Dalian University of Technology, Dalian 116024, China
| | - Joseph S Francisco
- Department of Earth and Environmental Science, University of Pennsylvania, Philadelphia, Pennsylvania 19104-6316, United States
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Winchell LJ, Wells MJM, Ross JJ, Kakar F, Teymouri A, Gonzalez DJ, Dangtran K, Bessler SM, Carlson S, Almansa XF, Norton JW, Bell KY. Fate of perfluoroalkyl and polyfluoroalkyl substances (PFAS) through two full-scale wastewater sludge incinerators. WATER ENVIRONMENT RESEARCH : A RESEARCH PUBLICATION OF THE WATER ENVIRONMENT FEDERATION 2024; 96:e11009. [PMID: 38444297 DOI: 10.1002/wer.11009] [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: 09/26/2023] [Revised: 12/15/2023] [Accepted: 02/07/2024] [Indexed: 03/07/2024]
Abstract
Perfluoroalkyl and polyfluoroalkyl substances (PFAS) are an emerging issue in wastewater treatment. High-temperature thermal processes, incineration being time-tested, offer the opportunity to destroy and change the composition of PFAS. The fate of PFAS has been documented through wastewater sludge incinerators, including a multiple hearth furnace (MHF) and a fluidized bed furnace (FBF). The dewatered wastewater sludge feedstock averaged 247- and 1280-μmol targeted PFAS per sample run in MHF and FBF feed, respectively. Stack emissions (reportable for all targeted PFAS from MHF only) averaged 5% of that value with shorter alkyl chain compounds comprising the majority of the targeted PFAS. Wet scrubber water streams accumulated nonpolar fluorinated organics from the furnace exhaust with an average of 0.740- and 0.114-mol F- per sample run, for the MHF and FBF, respectively. Simple alkane PFAS measured at the stack represented 0.5%-4.5% of the total estimated facility greenhouse gas emissions. PRACTITIONER POINTS: The MHF emitted six short chain PFAS from the stack, which were shorter alkyl chain compounds compared with sludge PFAS. The FBF did not consistently emit reportable PFAS from the stack, but contamination complicated the assessment. Five percent of the MHF sludge molar PFAS load was reported in the stack. MHF and FBF wet scrubber water streams accumulated nonpolar fluorinated organics from the furnace exhaust. Ultra-short volatile alkane PFAS measured at the stack represented 0.5%-4.5% of the estimated facility greenhouse gas emissions.
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Affiliation(s)
| | | | - John J Ross
- Brown and Caldwell, Walnut Creek, California, USA
| | - Farokh Kakar
- Brown and Caldwell, Walnut Creek, California, USA
| | - Ali Teymouri
- Brown and Caldwell, Walnut Creek, California, USA
| | | | - Ky Dangtran
- Dangtran Combustion Consulting, Katy, Texas, USA
| | - Scott M Bessler
- Metropolitan Sewer District of Greater Cincinnati, Cincinnati, Ohio, USA
| | - Shane Carlson
- Metropolitan Sewer District of Greater Cincinnati, Cincinnati, Ohio, USA
| | - Xavier Fonoll Almansa
- Great Lakes Water Authority, Detroit, Michigan, USA
- Maseeh Department of Civil, Architectural and Environmental Engineering, The University of Texas at Austin, Austin, Texas, USA
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Sun R, Babalol S, Ni R, Dolatabad AA, Cao J, Xiao F. Efficient and fast remediation of soil contaminated by per- and polyfluoroalkyl substances (PFAS) by high-frequency heating. JOURNAL OF HAZARDOUS MATERIALS 2024; 463:132660. [PMID: 37898088 DOI: 10.1016/j.jhazmat.2023.132660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/02/2023] [Revised: 08/17/2023] [Accepted: 09/26/2023] [Indexed: 10/30/2023]
Abstract
This study presents a novel thermal technology (high-frequency heating, HFH) for the decontamination of soil containing per- and polyfluoroalkyl substances (PFAS) and aqueous film-forming foams (AFFFs). Ultra-fast degradation of short-chain PFAS, long-chain homologs, precursors, legacy PFAS, emerging PFAS was achieved in a matter of minutes. The concentrations of PFAS and the soil type had a negligible impact on degradation efficiency, possibly due to the ultra-fast degradation rate overwhelming potential differences. Under the current HFH experiment setup, we achieved near-complete degradation (e.g., >99.9%) after 1 min for perfluoroalkyl carboxylic acids and perfluoroalkyl ether carboxylic acids and 2 min for perfluoroalkanesulfonic acids. Polyfluoroalkyl precursors in AFFFs were found to degrade completely within 1 min of HFH; no residual cationic, zwitterionic, anionic, or non-ionic intermediate products were detected following the treatment. The gaseous byproducts were considered. Most of gaseous organofluorine products of PFAS at low-and-moderate temperatures disappeared when temperatures reached 890 °C, which is in the temperature zone of HFH. For the first time, we demonstrated minimal loss of PFAS in water during the boiling process, indicating a low risk of PFAS entering the atmosphere with the water vapor. The findings highlight HFH its potential as a promising remediation tool for PFAS-contaminated soils.
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Affiliation(s)
- Runze Sun
- Department of Civil and Environmental Engineering, The University of Missouri, Columbia, MO 65211, USA
| | - Samuel Babalol
- Department of Civil and Environmental Engineering, The University of Missouri, Columbia, MO 65211, USA
| | - Ruichong Ni
- Department of Petroleum Engineering, University of North Dakota, 243 Centennial Drive Stop 8155, Grand Forks, ND 58202, USA
| | - Alireza Arhami Dolatabad
- Department of Civil and Environmental Engineering, The University of Missouri, Columbia, MO 65211, USA
| | - Jiefei Cao
- Department of Civil and Environmental Engineering, The University of Missouri, Columbia, MO 65211, USA
| | - Feng Xiao
- Department of Civil and Environmental Engineering, The University of Missouri, Columbia, MO 65211, USA.
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Skedung L, Savvidou E, Schellenberger S, Reimann A, Cousins IT, Benskin JP. Identification and quantification of fluorinated polymers in consumer products by combustion ion chromatography and pyrolysis-gas chromatography-mass spectrometry. ENVIRONMENTAL SCIENCE. PROCESSES & IMPACTS 2024; 26:82-93. [PMID: 38099738 DOI: 10.1039/d3em00438d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/25/2024]
Abstract
Total fluorine was determined in 45 consumer product samples from the Swedish market which were either suspected or known to contain fluorinated polymers. Product categories included cookware (70-550 000 ppm F), textiles (10-1600 ppm F), electronics (20-2100 ppm F), and personal care products (10-630 000 ppm F). To confirm that the fluorine was organic in nature, and deduce structure, a qualitative pyrolysis-gas chromatography-mass spectrometry (pyr-GC/MS) method was validated using a suite of reference materials. When applied to samples with unknown PFAS content, the method was successful at identifying polytetrafluoroethylene (PTFE) in cookware, dental products, and electronics at concentrations as low as 0.1-0.2 wt%. It was also possible to distinguish between 3 different side-chain fluorinated polymers in textiles. Several products appeared to contain high levels of inorganic fluorine. This is one of the few studies to quantify fluorine in a wide range of consumer plastics and provides important data on the concentration of fluorine in materials which may be intended for recycling, along with insights into the application of pyr-GC/MS for structural elucidation of fluorinated polymers in consumer products.
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Affiliation(s)
- Lisa Skedung
- RISE Research Institutes of Sweden, Department Materials and Surface Design, Stockholm, Sweden.
| | - Eleni Savvidou
- Stockholm University, Department of Environmental Science, Stockholm, Sweden.
| | - Steffen Schellenberger
- RISE Research Institutes of Sweden, Unit Environment and Sustainable Chemistry, Stockholm, Sweden
| | - Anders Reimann
- RISE Research Institutes of Sweden, Department Materials and Surface Design, Stockholm, Sweden.
| | - Ian T Cousins
- Stockholm University, Department of Environmental Science, Stockholm, Sweden.
| | - Jonathan P Benskin
- Stockholm University, Department of Environmental Science, Stockholm, Sweden.
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