Surface change of microplastics in aquatic environment and the removal by froth flotation assisted with cationic and anionic surfactants
Abstract
Microplastics (MPs) are increasingly released into the environment due to the widespread usage and improper management of plastics. Considerable research efforts have been devoted to the remediation of MPs. Froth flotation has been demonstrated as an effective method to remove MPs in water and sediment. However, there is a lack of knowledge on the regulation of the hydrophobicity/hydrophilicity of MPs surfaces. We found that exposure to the natural environment resulted in the increased hydrophilicity of MPs. The flotation efficiencies of polyvinyl chloride (PVC), polypropylene (PP), polystyrene (PS), and polyethylene glycol terephthalate (PET) MPs decreased to zero after six months of natural incubation in rivers. According to various characterizations, the hydrophilization mechanism is mainly correlated with surface oxidation and the deposition of clay minerals. Inspired by surface wettability conversion, we applied surfactants (collectors) to enhance MPs hydrophobicity and flotation efficiency. Anionic sodium oleate (NaOL) and cationic dodecyl trimethyl ammonium chloride (DTAC) were used to regulate surface hydrophobicity. The effects of collector concentration, pH, conditioning time, and metal ions on MPs flotation were thoroughly elucidated. Characterizations and adsorption experiments were performed to describe the heterogeneous adsorption of surfactants on MPs surfaces. The interaction between surfactants and MPs was explained through density functional theory (DFT) simulations. The dispersion energy between hydrophobic hydrocarbon chains attracts collectors on the MPs surface, and the collector molecules wrap and laminate to MPs surfaces. Flotation using NaOL exhibited a higher removal efficiency, and NaOL was environmentally friendly. Subsequently, we investigated the activation of Ca 2+, Fe 3+, and Al 3+ to further improve the collecting efficiency of NaOL. Under the optimized conditions, MPs in natural rivers could be removed by froth flotation. This study shows the great promise of froth flotation for the application of MPs removal.
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Discovery and quantification of plastic particle pollution in human blood
Leslie, H. A., van Velzen, M. J. M., Brandsma, S. H., Vethaak, A. D., Garcia-Vallejo, J. J., & Lamoree, M. H. (2022) · Environment International · doi:10.1016/j.envint.2022.107199 · Cited by 3,906 · see citing works
Adsorption isotherm models: Classification, physical meaning, application and solving method
Wang, J., & Guo, X. (2020) · Chemosphere · doi:10.1016/j.chemosphere.2020.127279 · Cited by 2,289 · see citing works
Lu, T., & Chen, Q. (2021) · Chemistry - Methods · doi:10.1002/cmtd.202100007 · Cited by 2,048 · see citing works
Microplastics research—from sink to source
Rochman, C. M. (2018) · Science · doi:10.1126/science.aar7734 · Cited by 1,340 · see citing works
Cation−π Interaction: Its Role and Relevance in Chemistry, Biology, and Material Science
Mahadevi, A. S., & Sastry, G. N. (2012) · Chemical Reviews · doi:10.1021/cr300222d · Cited by 1,158 · see citing works
Leslie, H. A., Brandsma, S. H., van Velzen, M. J. M., & Vethaak, A. D. (2017) · Environment International · doi:10.1016/j.envint.2017.01.018 · Cited by 1,149 · see citing works
Turning microplastics into nanoplastics through digestive fragmentation by Antarctic krill
Dawson, A. L., Kawaguchi, S., King, C. K., Townsend, K. A., King, R., Huston, W. M., & Bengtson Nash, S. M. (2018) · Nature Communications · doi:10.1038/s41467-018-03465-9 · Cited by 1,023 · see citing works
Yan, Z., Liu, Y., Zhang, T., Zhang, F., Ren, H., & Zhang, Y. (2021) · Environmental Science & Technology · doi:10.1021/acs.est.1c03924 · Cited by 850 · see citing works
Self-citationDistribution of microplastics in surface water of the lower Yellow River near estuary
Han, M., Niu, X., Tang, M., Zhang, B., Wang, G., Yue, W., Kong, X., & Zhu, J. (2019) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2019.135601 · Cited by 493 · see citing works
Pb(II) uptake onto nylon microplastics: Interaction mechanism and adsorption performance
Tang, S., Lin, L., Wang, X., Feng, A., & Yu, A. (2019) · Journal of Hazardous Materials · doi:10.1016/j.jhazmat.2019.121960 · Cited by 444 · see citing works
Efficient removal of microplastics from wastewater by an electrocoagulation process
Shen, M., Zhang, Y., Almatrafi, E., Hu, T., Zhou, C., Song, B., Zeng, Z., & Zeng, G. (2021) · Chemical Engineering Journal · doi:10.1016/j.cej.2021.131161 · Cited by 394 · see citing works
Self-citationPhosphorus adsorption by functionalized biochar: a review
Luo, D., Wang, L., Nan, H., Cao, Y., Wang, H., Kumar, T. V., & Wang, C. (2023) · Environmental Chemistry Letters · doi:10.1007/s10311-022-01519-5 · Cited by 387 · see citing works
Self-citationLi, Y., Wang, X., Fu, W., Xia, X., Liu, C., Min, J., Zhang, W., & Crittenden, J. C. (2019) · Water Research · doi:10.1016/j.watres.2019.06.018 · Cited by 384 · see citing works
Rajala, K., Grönfors, O., Hesampour, M., & Mikola, A. (2020) · Water Research · doi:10.1016/j.watres.2020.116045 · Cited by 378 · see citing works
Raman spectra and surface changes of microplastics weathered under natural environments
Dong, M., Zhang, Q., Xing, X., Chen, W., She, Z., & Luo, Z. (2020) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2020.139990 · Cited by 330 · see citing works
Guan, J., Qi, K., Wang, J., Wang, W., Wang, Z., Lü, N., & Qu, J. (2020) · Water Research · doi:10.1016/j.watres.2020.116205 · Cited by 325 · see citing works
Self-citationAdsorption of three bivalent metals by four chemical distinct microplastics
Zou, J., Liu, X., Zhang, D., & Yuan, X. (2020) · Chemosphere · doi:10.1016/j.chemosphere.2020.126064 · Cited by 321 · see citing works
Tang, S., Lin, L., Wang, X., Yu, A., & Sun, X. (2020) · Journal of Hazardous Materials · doi:10.1016/j.jhazmat.2020.123548 · Cited by 256 · see citing works
A review on microplastics separation techniques from environmental media
Nabi, I., Bacha, A.-U.-R., & Zhang, L. (2022) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2022.130458 · Cited by 207 · see citing works
Scopetani, C., Chelazzi, D., Mikola, J., Leiniö, V., Heikkinen, R., Cincinelli, A., & Pellinen, J. (2020) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2020.139338 · Cited by 195 · see citing works
Shen, M., Hu, T., Huang, W., Song, B., Zeng, G., & Zhang, Y. (2021) · Chemical Engineering Journal · doi:10.1016/j.cej.2021.129918 · Cited by 167 · see citing works
Self-citationAlves, M. M., Vieira, J., Pereira, R., et al. (2001) · Water Research · doi:10.1016/s0043-1354(00)00242-6 · Cited by 159 · see citing works
Atkin, R., Craig, V. S. J., Wanless, E. J., & Biggs, S. (2003) · Journal of Colloid and Interface Science · doi:10.1016/s0021-9797(03)00631-3 · Cited by 144 · see citing works
Surface modification of HDPE, PP, and PET films with KMnO4/HCl solutions
Fávaro, S. L., Rubira, A. F., Muniz, E. C., & Radovanovic, E. (2007) · Polymer Degradation and Stability · doi:10.1016/j.polymdegradstab.2007.04.005 · Cited by 138 · see citing works
Hossain, M. J., AftabUddin, S., Akhter, F., Nusrat, N., Rahaman, A., Sikder, M. N. A., Monwar, M. M., Chowdhury, M. S. N., Jiang, S., Shi, H., et al. (2022) · Marine Pollution Bulletin · doi:10.1016/j.marpolbul.2022.113820 · Cited by 134 · see citing works
Separation of microplastic from soil by centrifugation and its application to agricultural soil
Grause, G., Kuniyasu, Y., Chien, M.-F., & Inoue, C. (2021) · Chemosphere · doi:10.1016/j.chemosphere.2021.132654 · Cited by 133 · see citing works
Feng, Q., Wen, S., Zhao, W., et al. (2018) · Separation and Purification Technology · doi:10.1016/j.seppur.2018.02.048 · Cited by 132 · see citing works
Plasma-Oxidized Polystyrene: Wetting Properties and Surface Reconstruction
Dupont-Gillain, C. C., Adriaensen, Y., Derclaye, S., et al. (2000) · Langmuir · doi:10.1021/la000326l · Cited by 130 · see citing works
Ferk, F., Misik, M., Hoelzl, C., Uhl, M., Fuerhacker, M., Grillitsch, B., Parzefall, W., Nersesyan, A., Micieta, K., Grummt, T., et al. (2007) · Mutagenesis · doi:10.1093/mutage/gem027 · Cited by 119 · see citing works
Jiang, Y., Zhou, S. B., Jiao, F., et al. (2022) · Water Research · doi:10.1016/j.watres.2022.118262 · Cited by 119 · see citing works
Huang, Q., Liu, M., Cao, X., et al. (2022) · Water Research · doi:10.1016/j.watres.2022.119431 · Cited by 118 · see citing works
Jiang, H., Zhang, Y., Bian, K., et al. (2022) · Chemical Engineering Journal · doi:10.1016/j.cej.2022.137692 · Cited by 116 · see citing works
Self-citationTypical roles of metal ions in mineral flotation: A review
Zhi-yong, G. A. O., JIANG, Z.-Y., Sun, W., et al. (2021) · Transactions of Nonferrous Metals Society of China · doi:10.1016/s1003-6326(21)65640-6 · Cited by 112 · see citing works
Zhang, M., Yang, J., Kang, Z. Z., Wu, X., Tang, L., Qiang, Z., Zhang, D., & Pan, X. (2020) · Journal of Hazardous Materials · doi:10.1016/j.jhazmat.2020.124095 · Cited by 109 · see citing works
Jiao, F., Xie, H., Zhao, Y., Zhou, X., Sun, H., Wang, N., Wang, J., & Yin, X. (2022) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2022.158099 · Cited by 101 · see citing works
Self-citationLv, M., Zhang, T., Ya, H., Xing, Y., Wang, X., & Jiang, B. (2023) · Chemosphere · doi:10.1016/j.chemosphere.2023.137745 · Cited by 90 · see citing works
Li, X., Jiang, X., Song, Y., & Chang, S. X. (2020) · Journal of Hazardous Materials · doi:10.1016/j.jhazmat.2020.124260 · Cited by 89 · see citing works
Zhang, Y., Jiang, H., Bian, K., Wang, H., & Wang, C. (2021) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2021.148345 · Cited by 87 · see citing works
Self-citationWei, Q., Feng, L., Dong, L., et al. (2020) · Colloids and Surfaces A Physicochemical and Engineering Aspects · doi:10.1016/j.colsurfa.2020.125973 · Cited by 86 · see citing works
Microbubble-microplastic interactions in batch air flotation
Swart, B., Pihlajamäki, A., Chew, Y. M. J., & Wenk, J. (2022) · Chemical Engineering Journal · doi:10.1016/j.cej.2022.137866 · Cited by 85 · see citing works
Rivaton, A. (1993) · Polymer Degradation and Stability · doi:10.1016/0141-3910(93)90075-t · Cited by 73 · see citing works
Lagerström, M., Wrange, A., Oliveira, D. R., et al. (2022) · Marine Pollution Bulletin · doi:10.1016/j.marpolbul.2022.114102 · Cited by 71 · see citing works
Rivaton, A. (1993) · Polymer Degradation and Stability · doi:10.1016/0141-3910(93)90076-u · Cited by 65 · see citing works
Evaluation of Electrostatic Separation of Microplastics From Mineral-Rich Environmental Samples
Enders, K., Tagg, A. S., & Labrenz, M. (2020) · Frontiers in Environmental Science · doi:10.3389/fenvs.2020.00112 · Cited by 63 · see citing works
Surface Reactions in Selective Modification: The Prerequisite for Plastic Flotation
Jiang, H., Zhang, Y., & Wang, H. (2020) · Environmental Science & Technology · doi:10.1021/acs.est.9b07861 · Cited by 58 · see citing works
Self-citationTrúc, N. T. T., & Lee, B. (2017) · Applied Surface Science · doi:10.1016/j.apsusc.2017.04.075 · Cited by 57 · see citing works
Importance of collector chain length in flotation of fine particles
de Medeiros, A. R. S., & Baltar, C. A. M. (2018) · Minerals Engineering · doi:10.1016/j.mineng.2018.03.008 · Cited by 54 · see citing works
Sun, W., Lan, L., Zeng, H., et al. (2022) · Minerals Engineering · doi:10.1016/j.mineng.2022.107719 · Cited by 50 · see citing works
Ramage, S., Pagaling, E., Haghi, R., Dawson, L., Yates, K., Prabhu, R., Hillier, S., & Devalla, S. (2022) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2022.154912 · Cited by 48 · see citing works
Gao, J., Sun, W., & Lyu, F. (2021) · Chemical Engineering Science · doi:10.1016/j.ces.2021.116742 · Cited by 46 · see citing works
Cheng, T.-H., Huang, C.-P., Huang, Y.-H., et al. (2016) · Chemical Engineering Journal · doi:10.1016/j.cej.2016.09.142 · Cited by 41 · see citing works
Jiang, H., Gao, Y., Yang, Q., et al. (2018) · Powder Technology · doi:10.1016/j.powtec.2018.03.021 · Cited by 40 · see citing works
Self-citationSun, H., Ma, X., Fei, L., et al. (2022) · Separation and Purification Technology · doi:10.1016/j.seppur.2022.122905 · Cited by 39 · see citing works
Self-citationRaval, H. D., Samnani, M., & Gauswami, M. V. (2017) · Applied Surface Science · doi:10.1016/j.apsusc.2017.08.132 · Cited by 36 · see citing works
Wang, L., Gao, H., Song, S., et al. (2021) · Journal of Molecular Liquids · doi:10.1016/j.molliq.2021.117618 · Cited by 33 · see citing works
Zhang, Y., Jiang, H., Wang, H., et al. (2019) · Minerals Engineering · doi:10.1016/j.mineng.2019.106131 · Cited by 32 · see citing works
Self-citationPeng, L., & Wang, Y. (2022) · Journal of Hazardous Materials · doi:10.1016/j.jhazmat.2022.129802 · Cited by 26 · see citing works
Tatini, D., Raudino, M., Ambrosi, M., et al. (2021) · Journal of Colloid and Interface Science · doi:10.1016/j.jcis.2021.01.040 · Cited by 23 · see citing works
Gao, Y., Fu, X., Pan, Z., Yue, T., & Sun, W. (2022) · Separation and Purification Technology · doi:10.1016/j.seppur.2022.121288 · Cited by 23 · see citing works
A novel GCMS method for the quantitative analysis of sodium oleate in froth flotation
Gao, Y., Fu, X., Yue, T., et al. (2021) · Minerals Engineering · doi:10.1016/j.mineng.2021.107317 · Cited by 21 · see citing works
Warsi, F., Usman, M., & Ali, M. (2022) · Journal of Molecular Liquids · doi:10.1016/j.molliq.2022.120093 · Cited by 14 · see citing works
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Self-citation
- Authors
- Jiang, H., Bu, J., Bian, K., Su, J., Wang, Z., Sun, H., Wang, H., Zhang, Y., & Wang, C.
- Affiliations
- Central South University (CN)
- Xinjiang University (CN)
- Zhengzhou University (CN)
- Corresponding author
- Wang, Hui
- Zhang, Yingshuang
- Venue
- Water Research
- Publisher
- Elsevier BV
- Published
- 2023-04
- Volume
- 233
- Pages
- 119794
- ISSN
- 0043-1354 (ISSN-L)
- OpenAlex
- W4321792273
- Cited by
- 113
- References
- 61
- Citations by year
- 2026: 22 · 2025: 36 · 2024: 27 · 2023: 28
- FWCI
- 7.53
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- Water Research (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Natural Science Foundation of China (21878343)
- Natural Science Foundation of Xinjiang (2022D01C669)
- Topics
- Physical Sciences › Environmental Science › Pollution › Microplastics and Plastic Pollution
- Physical Sciences › Environmental Science › Water Science and Technology › Minerals Flotation and Separation Techniques
- Physical Sciences › Environmental Science › Pollution › Oil Spill Detection and Mitigation
- Keywords
- microplastics, froth flotation, surface hydrophobicity, hydrophilization, natural weathering, sodium oleate, dodecyltrimethylammonium chloride, surfactant adsorption, surface oxidation, metal ion activation, polyvinyl chloride, polypropylene, polystyrene, polyethylene terephthalate, river water remediation, microplastic removal
- MeSH terms
- Microplastics, Plastics, Polystyrenes, Surface-Active Agents, Water, Water Pollutants, Chemical
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