PCDD/F source apportionment in the baltic sea using positive matrix factorization

Environmental Science and Technology

Volumn 44, Issue 5, 2010, Pages 1690-1697

  Sundqvist, K L ^a   Tysklind, M ^a   Geladi, P ^b   Hopke, P K ^c   Wiberg, K ^a  

^a UMEÅ UNIVERSITY   (Sweden)

^b SWEDISH UNIVERSITY OF AGRICULTURAL SCIENCES   (Sweden)

^c Clarkson University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AIR EMISSIONS; ATMOSPHERIC DEPOSITIONS; BALTIC SEA; CHLOROPHENOLS; GULF OF FINLAND; HIGH TEMPERATURE PROCESS; OFFSHORE AREA; PATTERN VARIATION; POLYCHLORINATED DIBENZO- P - DIOXINS; POLYCHLORINATED DIBENZOFURANS; POSITIVE MATRIX FACTORIZATION; PULP AND PAPER; SOURCE APPORTIONMENT; SUBBASINS; SURFACE SEDIMENTS;

AIR POLLUTION; CHLORINE; FACTORIZATION; INCINERATION; LIGHT MEASUREMENT; METEOROLOGICAL PROBLEMS;

SEDIMENTOLOGY;

CHLORINE; POLYCHLORINATED DIBENZODIOXIN; POLYCHLORINATED DIBENZOFURAN;

ATMOSPHERIC DEPOSITION; CHLOROPHENOL; HIGH TEMPERATURE; INCINERATION; INDUSTRIAL EMISSION; PCDD; PCDF; POLLUTANT SOURCE; POLLUTANT TRANSPORT; PULP AND PAPER INDUSTRY; SEDIMENT POLLUTION; SURFICIAL SEDIMENT;

AIR POLLUTANT; ARTICLE; ATMOSPHERIC DEPOSITION; BALTIC SEA; BLEACHING; HIGH TEMPERATURE; INCINERATION; QUANTITATIVE ANALYSIS; SEDIMENT; SURFACE PROPERTY;

CHLOROPHENOLS; ENVIRONMENTAL MONITORING; FLUORINE; GEOGRAPHY; GEOLOGIC SEDIMENTS; INDUSTRIAL WASTE; OCEANS AND SEAS; SOIL POLLUTANTS; SWEDEN; TETRACHLORODIBENZODIOXIN; WATER MOVEMENTS; WATER POLLUTANTS, CHEMICAL;

ATLANTIC OCEAN; BALTIC SEA;

EID: 77749295295     PISSN: 0013936X     EISSN: 15205851     Source Type: Journal    
DOI: 10.1021/es9030084     Document Type: Article

References (46)

1. Henry, R. C.; Lewis, C. W.; Hopke, P. K.; Williamson, H. J. Review of receptor model fundamentals. Atmos. Environ. 1984, 18, 1507-1515.
2. Watson, J. G.; Zhu, T.; Chow, J. C.; Engelbrecht, J.; Fujita, E. M.; Wilson, W. E. Receptor modeling application framework for particle source apportionment. Chemosphere 2002, 49, 1093-1136.
3. Peré-Trepat, E.; Ginebreda, A; Tarder, R. Comparison of different multiway methods for the analysis of geographical metal distributions in fish, sediments, and river waters in Catalonia. Chemom. Intell Lab. Syst. 2007, 88, 69-83. (Pubitemid 46936038)
4. Salau, J. S. J.; Tauler, R.; Bayona, J. M.; Tolosa, I. Input characterization of sedimentary organic contaminants and molecular markers in the northwestern Mediterranean Sea by exploratory data analysis. Environ. Sci. Technol. 1997, 31, 34823490. (Pubitemid 28008200)
5. Götz, R.; Lauer, R. Analysis of sources of dioxin contamination in sediments and soil using multivariate statistical methods and neural networks. Environ. Sci Technol. 2003, 37, 5559-5565. (Pubitemid 37541725)
6. Imamoglu, I.; Christensen, E. R. PCB sources, transformations, and contributions in recent Fox River, Wisconsin, sediments determined from receptor modeling. Water Res. 2002, 36, 3449-3462.
7. Sakurai, T. Dioxins in aquatic sediment and soil in the Kanto region of Iapan: Major sources and their contributions. Environ. Sci. Technol. 2003, 37, 3133-3140. (Pubitemid 36875275)
8. Su, M. C.; Christensen, E. R. Apportionment of sources of polychlorinated dibenzo-p-dioxins and dibenzofurans by a chemical mass balance model. Water Res. 1997, 31, 2935-2948.
9. Wenning, R.; Paustenbach, D.; Iohnson, G.; Ehrlich, R.; Harris, M.; Bedbury, H. Chemometric analysis of potential sources of polychlorinated dibenzo-p-dioxins and dibenzofurans in surficial sediments from Newark Bay, Newlersey. Chemosphere 1993, 27, 55-64.
10. Yao, Y.; Masunaga, S.; Takada, H.; Nakanishi, J. Identification of polychlorinated dibenzo-p-dioxin, dibensofuran, and coplanar polychlorinated biphenyl sources in Tokyo Bay, Japan. Environ. Toxicol. Chem. 2002, 21, 991-998. (Pubitemid 36091437)
11. Paatero, P. Least squares formulation of robust non-negative factor analysis. Chemom. Intell. Lab. Syst. 1997, 37, 23-35. (Pubitemid 27242783)
12. Uchimiya, M.; Masunaga, S. Time trends in sources and dechlorination pathways of dioxins in agrochemically contaminated sediments. Environ. Sci. Technol. 2007, 41, 2703-2710. (Pubitemid 46626390)
13. Uchimiya, M.; Arai, M.; Masunaga, S. Fingerprinting localized dioxin contamination: Ichihara Anchorage case. Environ. Sci Technol. 2007, 41, 3864-3870. (Pubitemid 46903192)
14. Du, S.; Belton, T. J.; Rodenburg, L. A. Source apportionment of polychlorinated biphenyls in the tidal Delaware River. Environ. Sci. Technol. 2008, 42, 4044-4051.
15. Bzdusek, P. A.; Lu, J.; Christensen, E. R. PCB congeners and dechlorination in sediments in Sheboygan River, Wisconsin, determined by matrix factorization. Environ. Sci. Technol. 2006, 40, 120-129.
16. 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.
17. Bignert A.; Asplund L.; Willander A. Comments Concerning the National Swedish Contaminant Monitoring Programme in Marine Biota; Report to the Swedish EPA: 2004; pp 1-132.
18. Verta, M.; Salo, S.; Korhonen, M.; Assmuth, T.; Kiviranta, H.; Koistinen, J.; Ruokojärvi, P.; Isosaari, P.; Bergqvist, P.-A; Tysklind, M.; Cato, I.; Vikelsøe, J.; Larsen, M. M. Dioxin concentrations in sediments of the Baltic Sea: A survey of existing data. Chemosphere 2007, 67, 1762-1775.
19. Armitage, J. M.; McLachlan, M. S.; Wiberg, K.; Ionsson, P. A model assesment of polychlorinated dibenzo-p-dioxin and dibenzofuran sources and fate in the Baltic Sea. Sci. Total Environ. 2009, 407, 3784-3792.
20. Sundqvist, K. L.; Tysklind, M.; Cato, I.; Bignert, A.; Wiberg, K. Levels and homologue profiles of PCDD/Fs in sediments along the Swedish coast of the Baltic Sea. Environ. Sci. Pollut. Res. 2009, 16, 396-409.
21. Kjeller, L.-O.; Rappe, C. Time trends in levels, patterns, and profiles for polychlorinated dibenzo-p-dioxins, dibenzofurans, and biphenyls in a sediment core from the Baltic Proper. Environ. Sci. Technol. 1995, 29, 346-355.
22. Sundqvist, K. I.; Tysklind, M.; Geladi, P.; Cato, I.; Wiberg, K. Congener fingerprints of tetra- through octa-chlorinated dibenzop-dioxins and dibenzofurans in Baltic surface sediments and their relations to potential sources. Chemosphere2009, 77, 612-620.
23. Masunaga, S.; Yao, Y.; Ogura, I.; Sakurai, T.; Nakanishi, J. Source and behavior analyses of dioxins based on congener-specific information and their application to Tokyo Bay basin. Chemosphere 2003, 53, 315-324.
24. Paatero, P.; Hopke, P. K.; Song, X.-H.; Ramadan, Z. Understanding and controlling rotations in factor analytic models. Chemom. Intell. Lab. Syst. 2002, 60, 253-264.
25. Polissar, A. V.; Hopke, P. K.; Paatero, P.; Malm, W. C.; Sisler, J. F. Atmospheric aerosol over Alaska 2. Elemental composition and sources. J. Geophys. Res. 1998, 103, 19045-19057.
26. Norris, G.; Vedantham, R.; Wade, K.; Brown, S.; Prouty, J.; Foley, C. EPA Positive Matrix Factorization (PMF) 3.0 Fundamentals and User Guide; EPA 600/R-08/108; U.S. Environmental Protection Agency: http://www.epa.gov/heasd/ products/pmf/pm-f.htm, 2008 (accessed April 20, 2009).
27. Cleverly, D.; Ferrario, J.; Byrne, C.; Riggs, K.;Ioseph, D.; Hartford, P. A general indication of the contemporary background levels of PCDDs, PCDFs, and coplanar PCBs in the ambient air over rural and remote areas of the United States. Environ. Sci. Technol. 2007, 41, 1537-1544.
28. Correa, O.; Raun, L.; Rifai, H.; Suarez, M.; Holsen, T.; Koenig, L. Depositional flux of polychlorinated dibenzo-p-dioxins and polychlorinated dibenzofurans in an urban setting. Chemosphere 2006, 64, 1550-1561. (Pubitemid 44082000)
29. Lohmann, R.; Iones, K. C Dioxins and furans in air and deposition: A review of levels, behavior and processes. Sci. Total Environ. 1998, 219, 53-81.
30. Rappe, C. Dioxin, patterns, and source identification. Fresen. J. Anal. Chem. 1994, 348, 63-75.
31. Tysklind, M.; Fängmark, I.; Marklund, S.; Lindskog, A.; Thaning, L.; Rappe, C. Atmospheric transport and transformation of polychlorinated dibenzo-p-dioxins and dibenzofurans. Environ. Sci. Technol. 1993, 27, 2190-2197. (Pubitemid 24396538)
32. Sellström, U.; Egebäck, A.-L.; McLachlan, M. S. Identifying source regions for the atmospheric input of PCDD/Fs to the Baltic Sea. Atmos. Environ. 2009, 43, 1730-1736.
33. Swerev, M.; Ballschmiter, K. Pattern analysis of PCDDs and PCDFs in environmental samples as an approach to an occurrence/source correlation. Chemosphere 1989, 18, 609-616. (Pubitemid 19177836)
34. Ballschmiter, K.; Buchert, H.; Niemczyk, R.; Munder, A.; Swerev, M. Automobile exhausts versus municipal-waste incineration as sources of the polychloro-dibenzo dioxins (PCDD) and -furans (PCDF) found in the environment. Chemosphere 1986, 15, 901-915.
35. Rappe, C.; Swanson, S. E.; Glas, B.; Kringstad, K. P.; De Sousa, F.; Johansson, L.; Abe, Z. On the formation of PCDDs andPCDFs in the bleaching of pulp. Pulp Pap. Can. 1989, 90 (8), T273-T278.
36. Persson, Y.; Lundstedt, S.; Öberg, L.; Tysklind, M. Levels of chlorinated compounds (CPs, PCPPs, PCDEs, PCDFs, and PCDDs) in soils at contaminated sawmill sites in Sweden. Chemosphere 2007, 66, 234-242. (Pubitemid 44791408)
37. Alcock, R. E.; Iones, K. C. Pentachlorophenol (PCP) and chloranil as PCDD/F sources to sewage sludge and sludge amended soils in the U.K. Chemosphere 1997, 35, 2317-2330.
38. Rappe, C.; Andersson, R.; Lundström, K.; Wiberg, K. Levels of polychlorinated dioxins and dibenzofurans in commercial detergents and related products. Chemosphere 1990, 21, 43-50. (Pubitemid 20321177)
39. Rappe, C.; Glas, B.; Wiberg, K. Solved and remaining PCDD and PCDF problems in the pulp industry. Organohalogen Compd. 1990, 3, 287-290.
40. Buckland, S. J.; Hannah, D. J.; Taucher, J. A.; Weston, R. J. The migration of polychlorinated dibenzo-p-dioxins and dibenzofurans into milk and cream from bleached paperboard packaging. Organohalogen Compd. 1990, 3, 223-226.
41. Kitunen, V. H.; Salkinoja-Salonen, M. S. Distribution of PCDDs/ PCDFs in bleached paperboard an explanation for the migration of PCDDs/PCDFs from paper and board products. Organohalogen Compd. 1990, 3, 251-254.
42. Santl, H.; Gruber, L.; Stöhrer, E. Investigation on the input, formation, and fate of polychlorinated dibenzodioxins (PCDDs) and dibenzofurans (PCDFs) in the pulp and paper industry. Chemosphere 1994, 29:, 1987-1994. (Pubitemid 124010180)
43. Sand, H.; Gruber, L.; Stöhrer, E. Some new sources of polychlorinated dibenzodioxins (PCDDs) and dibenzofurans (PCDFs) in waste papers and recycled pulps. Chemosphere 1994, 29:, 1995-2003. (Pubitemid 124010181)
44. Bichlmaier, A.; Gruber, L.; Stöhrer, E.; Tillmann, O.; Sand, H. PCDD/F mass balance of a recycling paper mill. Organohalogen Compd. 1992, 9, 25-28.
45. Gusev, A. Atmospheric Depositions of PCDDIFs on the Baltic Sea, HELCOM Factsheet; http://www.helcom.fi/environment2/ ifs/ifs 2008/en-GB/ pcddfdepositions/, August 28, 2008 (accessed September 15, 2009).
46. Bartnicki J.; Gusev A.; Aas W.; Fagerli H.; Valiyaveetil S. Atmospheric Supply of Nitrogen, Lead, Cadmium, Mercury, and Dioxins/Furans to the Baltic Sea in 2006; Nr 3/2008; EMEP Centres Joint Report for HELCOM: 2008; ISSN 0332-9879, pp 89-104.