Source apportionment of perfluorinated compounds (PFCs) in sediments: Using three multivariate factor analysis receptor models

Journal of Hazardous Materials

Volumn 260, Issue , 2013, Pages 483-488

  Xu, Jian ^a   Tian, Ying Ze ^b   Zhang, Yuan ^a   Guo, Chang Sheng ^a   Shi, Guo Liang ^b   Zhang, Cai Yan ^b   Feng, Yin Chang ^b  

^a CHINESE RESEARCH ACADEMY OF ENVIRONMENTAL SCIENCES   (China)

^b NANKAI UNIVERSITY   (China)

Author keywords

PCA MLR; Perfluorinated compounds; PMF; Source apportionment; Unmix

Indexed keywords

PCA-MLR; PERFLUORINATED COMPOUNDS; PMF; SOURCE APPORTIONMENT; UNMIX;

CLUSTER ANALYSIS; HIERARCHICAL SYSTEMS;

SEDIMENTS;

PERFLUORO COMPOUND;

AQUATIC ENVIRONMENT; CLUSTER ANALYSIS; FLUORINE; MULTIVARIATE ANALYSIS; NUMERICAL MODEL; POLLUTANT SOURCE; SEDIMENT POLLUTION;

ARTICLE; CHINA; CONCENTRATION (PARAMETERS); CONTROLLED STUDY; DRY WEIGHT; LAKE; SEDIMENT;

PCA-MLR; PERFLUORINATED COMPOUNDS; PMF; SOURCE APPORTIONMENT; UNMIX;

CHINA; CLUSTER ANALYSIS; ENVIRONMENTAL MONITORING; FACTOR ANALYSIS, STATISTICAL; FLUOROCARBONS; GEOLOGIC SEDIMENTS; LAKES; MODELS, THEORETICAL; MULTIVARIATE ANALYSIS; POLYMERASE CHAIN REACTION; PRINCIPAL COMPONENT ANALYSIS; WATER POLLUTANTS, CHEMICAL;

CHINA; DIANCHI LAKE; YUNNAN;

EID: 84879519260     PISSN: 03043894     EISSN: 18733336     Source Type: Journal    
DOI: 10.1016/j.jhazmat.2013.06.001     Document Type: Article

References (37)

1. Kim W.K., Lee S.K., Jung J. Integrated assessment of biomarker responses in common carp (Cyprinus carpio) exposed to perfluorinated organic compounds. J. Hazard. Mater. 2010, 180:395-400.
2. Rodea-Palomares I., Leganés F., Rosal R., Fernández-Piñas F. Toxicological interactions of perfluorooctane sulfonic acid (PFOS) and perfluorooctanoic acid (PFOA) with selected pollutants. J. Hazard. Mater. 2012, 201-202:209-218.
3. Murakami M., Shinohara H., Takada H. Evaluation of wastewater and street runoff as sources of perfluorinated surfactants (PFSs). Chemosphere 2009, 74:487-493.
4. Yu J., Lv L., Lan P., Zhang S., Pan B., Zhang W. Effect of effluent organic matter on the adsorption of perfluorinated compounds onto activated carbon. J. Hazard. Mater. 2012, 225-226:99-106.
5. Kim S.K., Im J.K., Kang Y.M., Jung S.Y., Kho Y.L., Zoh K.D. Wastewater treatment plants (WWTPs)-derived national discharge loads of perfluorinated compounds (PFCs). J. Hazard. Mater. 2012, 201-202(201):82-90.
6. Fraser A.J., Webster T.F., Watkins D.J., Nelson J.W., Stapleton H.M., Calafat A.M., Kato K., Shoeib M., Vieira V.M., McClean M.D. Polyfluorinated compounds in Serum linked to indoor air in office environments. Environ. Sci. Technol. 2012, 46:1209-1215.
7. Arvaniti O.S., Ventouri E.I., Stasinakis A.S., Thomaidis N.S. Occurrence of different classes of perfluorinated compounds in Greek wastewater treatment plants and determination of their solid-water distribution coefficients. J. Hazard. Mater. 2012, 239-240(239):24-30.
8. Ahrens L., Yamashita N., Yeung L.W.Y., Taniyasu S., Horii Y., Lam P.K.S., Ebinghaus R. Partitioning behavior of per- and polyfluoroalkyl compounds between pore water and sediment in two sediment cores from Tokyo Bay, Japan. Environ. Sci. Technol. 2009, 43:6969-6975.
9. Kannan K., Yun S., Evans T.J. Chlorinated, brominated, and perfluorinated contaminants in livers of polar bears from Alaska. Environ. Sci. Technol. 2005, 39:9057-9063.
10. Kannan K., Tao L., Sinclair E., Pastva S.D., Jude D.J., Giesy J.P. Perfluorinated compounds in aquatic organisms at various trophic levels in a Great Lakes food chain. Arch. Environ. Contam. Toxicol. 2005, 48:559-566.
11. Kannan K., Yun S., Rudd R.J., Behr M. High concentrations of persistent organic pollutants including PCBs, DDT, PBDEs and PFOS in little brown bats with white-nose syndrome in New York, USA. Chemosphere 2010, 80:613-618.
12. Wang T.Y., Lu Y.L., Chen C.L., Naile J.E., Khim J.S., Giesy J.P. Perfluorinated compounds in a coastal industrial area of Tianjin, China. Environ. Geochem. Health 2012, 34:301-311.
13. Gan J., Lee S.J., Liu W.P., Haver D.L., Kabashima J.N. Distribution and persistence of pyrethroids in runoff sediments. J. Environ. Qual. 2005, 34:836-841.
14. Delgado-Moreno L., Wu L., Gan J. Effect of dissolved organic carbon on sorption of pyrethroids to sediments. Environ. Sci. Technol. 2010, 44:8473-8478.
15. Simcik M.F., Dorweiler K.J. Ratio of perfluorochemical concentrations as a tracer of atmospheric deposition to surface waters. Environ. Sci. Technol. 2005, 39:8678-8683.
16. Xiao F., Halbach T.R., Simcik M.F., Gullver J.S. Input characterization of perfluoroalkyl substances in wastewater treatment plants: source discrimination by exploratory data analysis. Water Res. 2012, 46:3101-3109.
17. Thurston G.D., Spengler J.D. A quantitative assessment of source contributions to inhalable particulate matter pollution in Metropolitan Boston. Atmos. Environ. 1985, 19:9-25.
18. Shi G.L., Li X., Feng Y.C., Wang Y.Q., Wu J.H., Li J., Zhu T. Combined source apportionment, using positive matrix factorization-chemical mass balance and principal component analysis/multiple linear regression-chemical mass balance models. Atmos. Environ. 2009, 43:2929-2937.
19. Shi G.L., Zeng F., Li X., Feng Y.C., Wang Y.Q., Liu G.X., Zhu T. Estimated contributions and uncertainties of PCA/MLR-CMB results: source apportionment for synthetic and ambient datasets. Atmos. Environ. 2011, 45:2811-2819.
20. Henry R.C. History and fundamentals of multivariate air quality receptor models. Chemom. Intell. Lab. Syst. 1997, 37:37-42.
21. Hopke P.K. Recent developments in receptor modeling. J. Chemom. 2003, 17:255-265.
22. Paatero P. Least squares formulation of robust non-negative factor analysis. Chemom. Intell. Lab. Syst. 1997, 37:23-35.
23. Bzdusek P.A., Christensen E.R., Lee C.M., Pakdeesusuk U., Freedman D.L. PCB congeners and dechlorination in sediments of Lake Hartwell, South Carolina, determined from cores collected in 1987 and 1998. Environ. Sci. Technol. 2006, 40:109-119.
24. Shi G.L., Feng Y.C., Wu J.H., Li X., Wang Y.Q., Xue Y.H., Zhu T. Source identification of polycyclic aromatic hydrocarbons in urban particulate matter of TangShan, China. Aerosol Air Qual. Res. 2009, 9:309-315.
25. Shi G.L., Tian Y.Z., Guo C.S., Feng Y.C., Xu J., Zhang Y. Sediment-pore water partition of PAH source contributions to the Yellow River using two receptor models. J. Soil. Sediment. 2012, 12:1154-1163.
26. Zhang Y., Guo C.S., Xu J., Tian Y.Z., Shi G.L., Feng Y.C. Potential source contributions and risk assessment of PAHs in sediments from Taihu Lake, China: comparison of three receptor models. Water Res. 2012, 46:3065-3073.
27. Yang Y.H., Zhou F., Guo H.C., Sheng H., Liu H., Dao X. Analysis of spatial and temporal water pollution patterns in Lake Dianchi using multivariate statistical methods. Environ. Monit. Assess. 2010, 170:407-416.
28. Zhang Y., Meng W., Guo C.S., Xu J., Yu T., Fan W.H., Li L. Determination and partitioning behavior of perfluoroalkyl carboxylic acids and perfluorooctanesulfonate in water and sediment from Dianchi Lake, China. Chemosphere 2012, 88:1292-1299.
29. Labadie P., Chevreuil M. Partitioning behaviour of perfluorinated alkyl contaminants between water, sediment and fish in the Orge River (nearby Paris, France). Environ. Pollut. 2011, 159:391-397.
30. Higgins C.P., Field J.A., Criddle C.S., Luthy R.G. Quantitative determination of perfluorochemicals in sediments and domestic sludge. Environ. Sci. Technol. 2005, 39:3946-3956.
31. Yang L., Zhu L., Liu Z. Occurrence and partition of perfluorinated compounds in water and sediment from Liao River and Taihu Lake, China. Chemosphere 2011, 83:806-814.
32. Wang T., Chen C., Naile J.E., Khim J.S., Giesy J.P., Lu Y. Perfluorinated compounds in water, sediment and soil from Guanting Reservoir, China. Bull. Environ. Contam. Toxicol. 2011, 87:74-79.
33. McGregor L.A., Gauchotte-Lindsay C., Daéid N.N., Thomas R., Kalin R.M. Multivariate statistical methods for the environmental forensic classification of coal tars from former manufactured gas plants. Environ. Sci. Technol. 2012, 46:3744-3752.
34. Garcia J.H., Li W.W., Arimoto R., Okrasinski R., Greenlee J., Walton J., Schloesslin C., Sage S. Characterization and implication of potential fugitive dust sources in the Paso del Notre region. Sci. Total Environ. 2004, 325:95-112.
35. Kelly J., Solem L. Identification of a major source of perfluorooctane sulfonate (PFOS) at a wastewater treatment plant in Brainerd, Minnesota. Environ. Epidemiol. 2008, 19:303-304.
36. Ministry of Environmental Protection of China Environmental Statistical Yearbook of China 2009.
37. Shi G.L., Feng Y.C., Zeng F., Li X., Zhang Y.F., Wang Y.Q., Zhu T. Use of a nonnegative constrained principal component regression chemical mass balance model to study the contributions of nearly collinear sources. Environ. Sci. Technol. 2009, 43:8867-8873.