Distribution, partitioning behavior and positive matrix factorization-based source analysis of legacy and emerging polyfluorinated alkyl substances in the dissolved phase, surface sediment and suspended particulate matter around coastal areas of Bohai Bay, China
Abstract
The concentrations and spatial occurrences of 17 legacy per- and polyfluoroalkyl substances (PFAS) and 4 emerging PFAS in the coastal water-dissolved phase, surface sediment phase and suspended particulate matter (SPM) in the coastal areas of Bohai Bay were investigated. In addition, the partition behaviors of PFAS in the water-SPM system and water-sediment system and the potential sources of PFAS in the marine environment were revealed. The total concentrations of PFAS (∑PFAS) in the water-dissolved phase, surface sediment and SPM were 20.5-684 ng/L, 2.69-25.0 ng/g dry weight (dw) and 4.39-527 ng/g dw, respectively. The level of PFAS contamination in the coastal areas of Shandong Province was higher than that in other areas. The average partition coefficients (log K d ) of PFAS in the water-SPM system and water-sediment system were 1.56-3.57 and 0.72-2.95, respectively. Long-chain PFAS and PFECHS (perfluoroethylcyclohexane sulfonate) have a higher log K d than that of short-chain PFAS. PFAS with short carbon chains were mainly detected in the water-dissolved phase, but long-chain PFAS mainly occurred in the surface sediment and SPM phases. Source analysis based on the positive matrix factorization (PMF) model found that erosion inhibitor factories, aqueous film-forming foam factories, metal plating plants, fluoropolymer chemical manufacture and food contact materials were the main sources of PFAS in Bohai Bay. These results improved our understanding of the partitioning beha…
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The ΣPFASaq concentration, except in upstream regions, far exceeded reported concentrations in other studies by at least 2 orders of magnitude.
“Comparatively, the ΣPFASaq concentration (except in upstream regions) was found to far exceed the reported concentration in other studies by at least 2 orders of magnitude”
From Partitioning behavior of short-chain legacy and novel perfluorinated substances (PFAS) between dissolved and particulate phases in a river-estuary-coast continuum (2025) · cites this paper as Liu et al., 2019
The φ values observed in this study were lower than those in some previous studies, probably due to low salinity in downstream and estuarine regions in the Xiaoqing River compared to the open ocean.
“The φ values observed in our study were lower than those in some previous studies (Ding et al., 2018; Liu et al., 2019), probably due to low salinity in downstream and estuarine regions in the Xiaoqing River compared to the situation in the open ocean.”
From Partitioning behavior of short-chain legacy and novel perfluorinated substances (PFAS) between dissolved and particulate phases in a river-estuary-coast continuum (2025) · cites this paper as Liu et al., 2019
Cites
Zhao, P., Xia, X., Dong, J., Xia, N., Jiang, X., Li, Y., & Zhu, Y. (2016) · Science of The Total Environment · doi:10.1016/j.scitotenv.2016.05.221 · Cited by 322 · see citing works
Dauchy, X., Boiteux, V., Bach, C., Rosin, C., & Munoz, J.-F. (2017) · Chemosphere · doi:10.1016/j.chemosphere.2017.05.056 · Cited by 198 · see citing works
de Solla, S. R., De Silva, A. O., & Letcher, R. J. (2012) · Environment International · doi:10.1016/j.envint.2011.09.011 · Cited by 198 · see citing works
Sorption of short- and long-chain perfluoroalkyl surfactants on sewage sludges
Zhang, C., Yan, H., Li, F., Hu, X., & Zhou, Q. (2013) · Journal of Hazardous Materials · doi:10.1016/j.jhazmat.2013.06.022 · Cited by 182 · see citing works
Chen, X., Zhu, L., Pan, X., Fang, S., Zhang, Y., & Yang, L. (2015) · Water Research · doi:10.1016/j.watres.2015.04.032 · Cited by 163 · see citing works
Munoz, G., Giraudel, J.-L., Botta, F., Lestremau, F., Dévier, M.-H., Budzinski, H., & Labadie, P. (2015) · Science of The Total Environment · doi:10.1016/j.scitotenv.2015.02.043 · Cited by 144 · see citing works
Shi, Y., Vestergren, R., Xu, L., Song, X., Niu, X., Zhang, C., & Cai, Y. (2015) · Environmental Pollution · doi:10.1016/j.envpol.2015.06.035 · Cited by 135 · see citing works
Johansson, H., Lindström, M., & Håkanson, L. (2001) · Ecological Modelling · doi:10.1016/s0304-3800(00)00439-7 · Cited by 39 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Lenka, S. P., Kah, M., & Padhye, L. P. (2021) · Water Research · doi:10.1016/j.watres.2021.117187 · Cited by 755 · see citing works
PFAS Molecules: A Major Concern for the Human Health and the Environment
Panieri, E., Baralic, K., Djukic-Cosic, D., Buha Djordjevic, A., & Saso, L. (2022) · Toxics · doi:10.3390/toxics10020044 · Cited by 651 · see citing works
Helmer, R. W., Reeves, D. M., & Cassidy, D. P. (2022) · Water Research · doi:10.1016/j.watres.2021.117983 · Cited by 164 · see citing works
Legacy and emerging per-and polyfluoroalkyl substances (PFAS) in the Bohai Sea and its inflow rivers
Meng, L., Song, B., Zhong, H., Ma, X., Wang, Y., Ma, D., Lu, Y., Gao, W., Wang, Y., & Jiang, G. (2021) · Environment International · doi:10.1016/j.envint.2021.106735 · Cited by 164 · see citing works
Joerss, H., Apel, C., & Ebinghaus, R. (2019) · Science of The Total Environment · doi:10.1016/j.scitotenv.2019.05.363 · Cited by 156 · see citing works
Charbonnet, J. A., Rodowa, A. E., Joseph, N. T., Guelfo, J. L., Field, J. A., Jones, G. D., Higgins, C. P., Helbling, D. E., & Houtz, E. F. (2021) · Environmental Science & Technology · doi:10.1021/acs.est.0c08506 · Cited by 121 · see citing works
Xu, C., Song, X., Liu, Z., Ding, X., Chen, H., & Ding, D. (2021) · Science of The Total Environment · doi:10.1016/j.scitotenv.2021.145731 · Cited by 93 · see citing works
Borthakur, A., Wang, M., He, M., Ascencio, K., Blotevogel, J., Adamson, D. T., Mahendra, S., & Mohanty, S. K. (2021) · Journal of Hazardous Materials · doi:10.1016/j.jhazmat.2021.126159 · Cited by 87 · see citing works
Frigerio, G., Cafagna, S., Polledri, E., Mercadante, R., & Fustinoni, S. (2022) · Analytical and Bioanalytical Chemistry · doi:10.1007/s00216-021-03762-1 · Cited by 80 · see citing works
Borthakur, A., Cranmer, B. K., Dooley, G. P., Blotevogel, J., Mahendra, S., & Mohanty, S. K. (2021) · Environmental Pollution · doi:10.1016/j.envpol.2021.117297 · Cited by 53 · see citing works
Strong bioaccumulation of a wide variety of PFAS in a contaminated terrestrial and aquatic ecosystem
Gkika, I. S., Arie Vonk, J., ter Laak, T. L., van Gestel, C. A. M., Dijkstra, J., Groffen, T., Bervoets, L., & Kraak, M. H. S. (2025) · Environment International · doi:10.1016/j.envint.2025.109629 · Cited by 38 · see citing works
Shi, D., Pan, Y., Luo, Y., Dong, F., Zhang, J., Xin, X., Li, Y., Dai, J., & Tang, J. (2025) · Environmental Pollution · doi:10.1016/j.envpol.2025.126133 · Cited by 22 · see citing works
Liu, C., Ma, X.-X., Wang, S.-Q., Li, Q., Cheng, P., Hou, W., Li, Y.-Y., Li, W.-L., & Wang, X.-H. (2024) · Science of The Total Environment · doi:10.1016/j.scitotenv.2024.177646 · Cited by 16 · see citing works
Self-citationLiu, J., Ge, T., Luo, C., Ning, A., Xi, Y., Li, S., Gu, Q., Li, D., Zhang, X., Hou, Y., et al. (2026) · Ecotoxicology and Environmental Safety · doi:10.1016/j.ecoenv.2026.120050 · Cited by 6 · see citing works
Self-citation
- Authors
- Liu, Y., Zhang, Y., Li, J., Wu, N., Li, W., & Niu, Z.
- Affiliations
- Tianjin University (CN)
- Nankai University (CN)
- Corresponding author
- Niu, Zhiguang
- Venue
- Environmental Pollution
- Publisher
- Elsevier BV
- Published
- 2019-03
- Volume
- 246
- Pages
- 34-44
- ISSN
- 0269-7491 (ISSN-L)
- OpenAlex
- W2902457432
- Cited by
- 191
- References
- 8
- Citations by year
- 2026: 35 · 2025: 37 · 2024: 30 · 2023: 17 · 2022: 24 · 2021: 28 · 2020: 13 · 2019: 7
- FWCI
- 6.28
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Environmental Pollution (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Major Science and Technology Program for Water Pollution Control and Treatment (2012ZX07203-002-005)
- National Basic Research Program of China (2016YFC0401108)
- Fundamental Research Funds for the Central Universities
- Topics
- Physical Sciences › Environmental Science › Environmental Chemistry › Per- and polyfluoroalkyl substances research
- Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Toxic Organic Pollutants Impact
- Physical Sciences › Environmental Science › Environmental Chemistry › Environmental Chemistry and Analysis
- Keywords
- per- and polyfluoroalkyl substances, PFAS, legacy PFAS, emerging PFAS, partitioning behavior, dissolved phase, surface sediments, suspended particulate matter, source apportionment, positive matrix factorization, coastal water pollution, Bohai Bay, long-chain PFAS, aqueous film-forming foam, food contact materials
- MeSH terms
- China, Environmental Monitoring, Factor Analysis, Statistical, Fluorocarbons, Models, Chemical, Water Pollutants, Chemical, Geologic Sediments, Particulate Matter, Bays
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review