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Volumn 454-455, Issue , 2013, Pages 79-87

Fine particulate matter in the indoor air of barbeque restaurants: Elemental compositions, sources and health risks

Author keywords

Charcoal combustion; Cooking; Health risk; Indoor environments; Particulate matter; Source apportionment

Indexed keywords

ADVERSE HEALTH EFFECTS; ELEMENTAL COMPOSITIONS; FINE PARTICULATE MATTER; INDOOR ENVIRONMENT; PARTICULATE MATTER; POTENTIAL HEALTH RISKS; PRINCIPLE COMPONENT ANALYSIS; SOURCE APPORTIONMENT;

EID: 84875790236     PISSN: 00489697     EISSN: 18791026     Source Type: Journal    
DOI: 10.1016/j.scitotenv.2013.03.018     Document Type: Article
Times cited : (231)

References (63)
  • 1
    • 0033972674 scopus 로고    scopus 로고
    • Characterization of indoor particle sources: a study conducted in the metropolitan Boston area
    • Abt E., Suh H.H., Allen G., Koutrakis P. Characterization of indoor particle sources: a study conducted in the metropolitan Boston area. Environ Health Perspect 2000, 108:35-44.
    • (2000) Environ Health Perspect , vol.108 , pp. 35-44
    • Abt, E.1    Suh, H.H.2    Allen, G.3    Koutrakis, P.4
  • 2
    • 4444327086 scopus 로고    scopus 로고
    • Characterization of heavy metal particles embedded in tire dust
    • Adachi K., Tainosho Y. Characterization of heavy metal particles embedded in tire dust. Environ Int 2004, 30:1009-1017.
    • (2004) Environ Int , vol.30 , pp. 1009-1017
    • Adachi, K.1    Tainosho, Y.2
  • 3
    • 84862026680 scopus 로고    scopus 로고
    • Children exposure to atmospheric particles in indoor of Lisbon primary schools
    • Almeida S.M., Canha N., Silva A., Freitas M.C., Pegas P., Alves C., et al. Children exposure to atmospheric particles in indoor of Lisbon primary schools. Atmos Environ 2011, 45:7594-7599.
    • (2011) Atmos Environ , vol.45 , pp. 7594-7599
    • Almeida, S.M.1    Canha, N.2    Silva, A.3    Freitas, M.C.4    Pegas, P.5    Alves, C.6
  • 4
    • 80051501227 scopus 로고    scopus 로고
    • Chemical characterization of PM in the Apulia region: local and long-range transport contributions to the particulate matter
    • Amodio M., Andriani E., Angiuli L., Assennato G., Gennaro G., Gilio A., et al. Chemical characterization of PM in the Apulia region: local and long-range transport contributions to the particulate matter. Boreal Environ Res 2011, 16:251-261.
    • (2011) Boreal Environ Res , vol.16 , pp. 251-261
    • Amodio, M.1    Andriani, E.2    Angiuli, L.3    Assennato, G.4    Gennaro, G.5    Gilio, A.6
  • 5
    • 0033515166 scopus 로고    scopus 로고
    • Aerosol composition and source apportionment in Santiago de Chile
    • Artaxo P., Oyola P., Martinez R. Aerosol composition and source apportionment in Santiago de Chile. Nucl Instrum Methods B 1999, 150:409-416.
    • (1999) Nucl Instrum Methods B , vol.150 , pp. 409-416
    • Artaxo, P.1    Oyola, P.2    Martinez, R.3
  • 7
    • 84887405778 scopus 로고    scopus 로고
    • Chemical mass balance estimation of arsenic in atmospheric dust fall out in an urban residential area, Raipur, Central India
    • Balakrishna G., Pervez S., Bisht D.S. Chemical mass balance estimation of arsenic in atmospheric dust fall out in an urban residential area, Raipur, Central India. Atmos Chem Phys Discuss 2010, 10:26411-26436.
    • (2010) Atmos Chem Phys Discuss , vol.10 , pp. 26411-26436
    • Balakrishna, G.1    Pervez, S.2    Bisht, D.S.3
  • 8
    • 79960938282 scopus 로고    scopus 로고
    • Emissions of particulate-bound elements from stationary diesel engine: characterization and risk assessment
    • Betha R., Balasubramanian R. Emissions of particulate-bound elements from stationary diesel engine: characterization and risk assessment. Atmos Environ 2011, 45:5273-5281.
    • (2011) Atmos Environ , vol.45 , pp. 5273-5281
    • Betha, R.1    Balasubramanian, R.2
  • 9
    • 71849097855 scopus 로고    scopus 로고
    • Levels, chemical composition, and sources of fine aerosol particles (PM1) in an area of the Mediterranean basin
    • Caggiano R., Macchiato M., Trippetta S. Levels, chemical composition, and sources of fine aerosol particles (PM1) in an area of the Mediterranean basin. Sci Total Environ 2010, 408:884-895.
    • (2010) Sci Total Environ , vol.408 , pp. 884-895
    • Caggiano, R.1    Macchiato, M.2    Trippetta, S.3
  • 10
    • 0036146973 scopus 로고    scopus 로고
    • 2.5 in Hong Kong and the elemental composition
    • 2.5 in Hong Kong and the elemental composition. Atmos Environ 2002, 36:265-277.
    • (2002) Atmos Environ , vol.36 , pp. 265-277
    • Chao, C.Y.1    Wong, K.K.2
  • 12
    • 0036488968 scopus 로고    scopus 로고
    • 10 apportionment for fossil fuel combustion and other sources by the chemical mass balance receptor model
    • 10 apportionment for fossil fuel combustion and other sources by the chemical mass balance receptor model. Energy Fuels 2002, 16:222-260.
    • (2002) Energy Fuels , vol.16 , pp. 222-260
    • Chow, J.C.1    Watson, J.G.2
  • 13
    • 78650864019 scopus 로고    scopus 로고
    • Source apportionment of indoor residential fine particulate matter using land use regression and constrained factor analysis
    • Clougherty J.E., Houseman E.A., Levy J.I. Source apportionment of indoor residential fine particulate matter using land use regression and constrained factor analysis. Indoor Air 2011, 21:53-66.
    • (2011) Indoor Air , vol.21 , pp. 53-66
    • Clougherty, J.E.1    Houseman, E.A.2    Levy, J.I.3
  • 14
    • 73749083083 scopus 로고    scopus 로고
    • Characterisation and source apportionment of fine particulate sources at Hanoi from 2001 to 2008
    • Cohen D.D., Crawford J., Stelcer E., Bac V.T. Characterisation and source apportionment of fine particulate sources at Hanoi from 2001 to 2008. Atmos Environ 2010, 44:320-328.
    • (2010) Atmos Environ , vol.44 , pp. 320-328
    • Cohen, D.D.1    Crawford, J.2    Stelcer, E.3    Bac, V.T.4
  • 16
    • 84860644689 scopus 로고    scopus 로고
    • Elemental characterization and source identification of size resolved atmospheric particles in French classrooms
    • Dinh T., Alleman L.Y., Coddeville P., Galloo J.-C. Elemental characterization and source identification of size resolved atmospheric particles in French classrooms. Atmos Environ 2012, 54:250-259.
    • (2012) Atmos Environ , vol.54 , pp. 250-259
    • Dinh, T.1    Alleman, L.Y.2    Coddeville, P.3    Galloo, J.-C.4
  • 17
    • 79952007697 scopus 로고    scopus 로고
    • Respiratory effects of indoor particles in young children are size dependent
    • Franck U., Herbarth O., Röder S., Schlink U., Borte M., Diez U., et al. Respiratory effects of indoor particles in young children are size dependent. Sci Total Environ 2011, 409:1621-1631.
    • (2011) Sci Total Environ , vol.409 , pp. 1621-1631
    • Franck, U.1    Herbarth, O.2    Röder, S.3    Schlink, U.4    Borte, M.5    Diez, U.6
  • 19
    • 33646078906 scopus 로고    scopus 로고
    • Mass concentration and elemental composition of indoor PM2.5 and PM10 in University rooms in Thessaloniki, northern Greece
    • Gemenetzis P., Moussas P., Arditsoglou A., Samara C. Mass concentration and elemental composition of indoor PM2.5 and PM10 in University rooms in Thessaloniki, northern Greece. Atmos Environ 2006, 17:3195-3206.
    • (2006) Atmos Environ , vol.17 , pp. 3195-3206
    • Gemenetzis, P.1    Moussas, P.2    Arditsoglou, A.3    Samara, C.4
  • 20
    • 2942746200 scopus 로고    scopus 로고
    • AUPHEP-Austrian project on health effects of particulates - general overview
    • Hauck H., Berner A., Frischer T., Gomiscek B., Kundi M., Neuberger M., et al. AUPHEP-Austrian project on health effects of particulates - general overview. Atmos Environ 2004, 38:3905-3915.
    • (2004) Atmos Environ , vol.38 , pp. 3905-3915
    • Hauck, H.1    Berner, A.2    Frischer, T.3    Gomiscek, B.4    Kundi, M.5    Neuberger, M.6
  • 21
    • 2442428043 scopus 로고    scopus 로고
    • Contribution from indoor sources to particle number and mass concentrations in residential houses
    • He C., Morawska L., Hitchins J., Gilbert D. Contribution from indoor sources to particle number and mass concentrations in residential houses. Atmos Environ 2004, 38:3405-3415.
    • (2004) Atmos Environ , vol.38 , pp. 3405-3415
    • He, C.1    Morawska, L.2    Hitchins, J.3    Gilbert, D.4
  • 23
    • 78149282750 scopus 로고    scopus 로고
    • Characteristics of particulate matter and metals in the ambient air from a residential area in the largest industrial city in Korea
    • Hieu N.T., Lee B.K. Characteristics of particulate matter and metals in the ambient air from a residential area in the largest industrial city in Korea. Atmos Res 2010, 98:526-537.
    • (2010) Atmos Res , vol.98 , pp. 526-537
    • Hieu, N.T.1    Lee, B.K.2
  • 24
    • 39049174594 scopus 로고    scopus 로고
    • Inorganic and organic lead compounds
    • International Agency Research on Cancer (IARC), Stylus Publishing, LLC, Sterling, VA
    • International Agency Research on Cancer (IARC) Inorganic and organic lead compounds. Monograph on the evaluation of carcinogenic risks to humans 2006, 87. Stylus Publishing, LLC, Sterling, VA.
    • (2006) Monograph on the evaluation of carcinogenic risks to humans , vol.87
  • 25
    • 84868579505 scopus 로고    scopus 로고
    • A review of human carcinogens, part C: arsenic, metals, fibres, and dusts
    • International Agency Research on Cancer (IARC)
    • International Agency Research on Cancer (IARC) A review of human carcinogens, part C: arsenic, metals, fibres, and dusts. Monographs on the evaluation of carcinogenic risks to humans 2012, 100. (499pp).
    • (2012) Monographs on the evaluation of carcinogenic risks to humans , vol.100 , pp. 499
  • 27
    • 77953359128 scopus 로고    scopus 로고
    • Characteristics and environmental mobility of trace elements in urban runoff
    • Joshi U.M., Balasubramanian R. Characteristics and environmental mobility of trace elements in urban runoff. Chemosphere 2010, 80:310-318.
    • (2010) Chemosphere , vol.80 , pp. 310-318
    • Joshi, U.M.1    Balasubramanian, R.2
  • 28
    • 78649960165 scopus 로고    scopus 로고
    • Trace metal contents in barbeque (BBQ) charcoal products
    • Kabir E., Kim K.H., Yoon H.O. Trace metal contents in barbeque (BBQ) charcoal products. J Hazard Mater 2011, 18:1418-1424.
    • (2011) J Hazard Mater , vol.18 , pp. 1418-1424
    • Kabir, E.1    Kim, K.H.2    Yoon, H.O.3
  • 29
    • 84855845423 scopus 로고    scopus 로고
    • Arsenic in Chinese coals: distribution, modes of occurrence and environmental effects
    • Kang Y., Liu G., Chou C.L., Wong M.H., Zheng L., Ding R. Arsenic in Chinese coals: distribution, modes of occurrence and environmental effects. Sci Total Environ 2011, 412-413:1-13.
    • (2011) Sci Total Environ , pp. 1-13
    • Kang, Y.1    Liu, G.2    Chou, C.L.3    Wong, M.H.4    Zheng, L.5    Ding, R.6
  • 30
    • 45149125595 scopus 로고    scopus 로고
    • Seasonal variation of source contributions to atmospheric fine and coarse particles at a suburban area in Istanbul, Turkey
    • Karaca F., Alagha O., Ertürk F., Yilmaz Y.Z., Özkara T. Seasonal variation of source contributions to atmospheric fine and coarse particles at a suburban area in Istanbul, Turkey. Environ Eng Sci 2008, 25:767-782.
    • (2008) Environ Eng Sci , vol.25 , pp. 767-782
    • Karaca, F.1    Alagha, O.2    Ertürk, F.3    Yilmaz, Y.Z.4    Özkara, T.5
  • 31
    • 77953618728 scopus 로고    scopus 로고
    • Quantifying the sources of hazardous elements of suspended particulate matter aerosol collected in Yokohama, Japan
    • Khan MdF, Hirano K., Masunaga S. Quantifying the sources of hazardous elements of suspended particulate matter aerosol collected in Yokohama, Japan. Atmos Environ 2010, 44:2646-2657.
    • (2010) Atmos Environ , vol.44 , pp. 2646-2657
    • Khan, M.1    Hirano, K.2    Masunaga, S.3
  • 32
    • 80054096562 scopus 로고    scopus 로고
    • The modern paradox of unregulated cooking activities and indoor air quality
    • Kima K.H., Pandey S.K., Kabir E., Susaya J., Brown R.J.C. The modern paradox of unregulated cooking activities and indoor air quality. J Hazard Mater 2011, 195:1-10.
    • (2011) J Hazard Mater , vol.195 , pp. 1-10
    • Kima, K.H.1    Pandey, S.K.2    Kabir, E.3    Susaya, J.4    Brown, R.J.C.5
  • 33
    • 0026751023 scopus 로고
    • Stainless steel cookware as a significant source of nickel, chromium, and iron
    • Kuligowski J., Halperin K.M. Stainless steel cookware as a significant source of nickel, chromium, and iron. Arch Environ Contam Toxicol 1992, 23:211-215.
    • (1992) Arch Environ Contam Toxicol , vol.23 , pp. 211-215
    • Kuligowski, J.1    Halperin, K.M.2
  • 34
    • 0028488954 scopus 로고
    • Leaching of heavy metals (Cr, Fe, and Ni) from stainless steel utensils in food simulants and food materials
    • Kumar R., Srivastava P.K., Srivastava S.P. Leaching of heavy metals (Cr, Fe, and Ni) from stainless steel utensils in food simulants and food materials. Bull Environ Contam Toxicol 1994, 53:259-266.
    • (1994) Bull Environ Contam Toxicol , vol.53 , pp. 259-266
    • Kumar, R.1    Srivastava, P.K.2    Srivastava, S.P.3
  • 35
    • 37549013796 scopus 로고    scopus 로고
    • Spatial concentration variation of cooking-emitted particles in a residential kitchen
    • Lai A.C.K., Ho Y.W. Spatial concentration variation of cooking-emitted particles in a residential kitchen. Build Environ 2008, 43:871-876.
    • (2008) Build Environ , vol.43 , pp. 871-876
    • Lai, A.C.K.1    Ho, Y.W.2
  • 36
    • 33748942085 scopus 로고    scopus 로고
    • Health effects of respirable particulate matter in Bangkok school children
    • Langkulsen U., Jinsart W., Karita K., Yano E. Health effects of respirable particulate matter in Bangkok school children. Int Congr Ser 2006, 1294:197-200.
    • (2006) Int Congr Ser , vol.1294 , pp. 197-200
    • Langkulsen, U.1    Jinsart, W.2    Karita, K.3    Yano, E.4
  • 38
    • 10244242674 scopus 로고    scopus 로고
    • Aspects of meat quality: trace elements and B vitamins in raw and cooked meats
    • Lombardi-Boccia G., Lanzi S., Aguzzi A. Aspects of meat quality: trace elements and B vitamins in raw and cooked meats. J Food Compos Anal 2005, 18:39-46.
    • (2005) J Food Compos Anal , vol.18 , pp. 39-46
    • Lombardi-Boccia, G.1    Lanzi, S.2    Aguzzi, A.3
  • 39
    • 20344380707 scopus 로고    scopus 로고
    • Application of enrichment factor to assessment of zinc enrichment/depletion in farming soils
    • Loska K., Wiechuła D., Pelczar J. Application of enrichment factor to assessment of zinc enrichment/depletion in farming soils. Commun Soil Sci Plant 2005, 36:1117-1128.
    • (2005) Commun Soil Sci Plant , vol.36 , pp. 1117-1128
    • Loska, K.1    Wiechuła, D.2    Pelczar, J.3
  • 42
    • 84875779621 scopus 로고    scopus 로고
    • New Jersey Department of Environmental Protection (NJDEP) [Internet], Available from:
    • New Jersey Department of Environmental Protection (NJDEP) [Internet] Guidance on risk assessment for air contaminant emissions Available from:. http://www.nj.gov/dep/aqpp/downloads/techman/1003.pdf.
    • Guidance on risk assessment for air contaminant emissions
  • 43
    • 84858149335 scopus 로고    scopus 로고
    • Toxicity and elemental composition of particulate matter from outdoor and indoor air of elementary schools in Munich, Germany
    • Oeder S., Dietrich S., Weichenmeier I., Schober W., Pusch G., Jörres R.A., et al. Toxicity and elemental composition of particulate matter from outdoor and indoor air of elementary schools in Munich, Germany. Indoor Air 2012, 22:148-158.
    • (2012) Indoor Air , vol.22 , pp. 148-158
    • Oeder, S.1    Dietrich, S.2    Weichenmeier, I.3    Schober, W.4    Pusch, G.5    Jörres, R.A.6
  • 44
    • 38349050600 scopus 로고    scopus 로고
    • Monitoring and ambient particles and heavy metals in a residential area of Seoul, Korea
    • Park E.J., Kim D.S., Park K. Monitoring and ambient particles and heavy metals in a residential area of Seoul, Korea. Environ Monit Assess 2008, 137:441-449.
    • (2008) Environ Monit Assess , vol.137 , pp. 441-449
    • Park, E.J.1    Kim, D.S.2    Park, K.3
  • 45
    • 33748964335 scopus 로고    scopus 로고
    • The distribution and sources of heavy metals in Izmit Bay surface sediments affected by a polluted stream
    • Pekey H. The distribution and sources of heavy metals in Izmit Bay surface sediments affected by a polluted stream. Mar Pollut Bull 2006, 52:1197-1208.
    • (2006) Mar Pollut Bull , vol.52 , pp. 1197-1208
    • Pekey, H.1
  • 46
    • 67349148884 scopus 로고    scopus 로고
    • Effects of particulate matter (PM10, PM2.5, PM1.0) on the cardiovascular system
    • Polichetti G., Cocco S., Spinali A., Trimarco V., Nunziata A. Effects of particulate matter (PM10, PM2.5, PM1.0) on the cardiovascular system. Toxicology 2009, 261:1-8.
    • (2009) Toxicology , vol.261 , pp. 1-8
    • Polichetti, G.1    Cocco, S.2    Spinali, A.3    Trimarco, V.4    Nunziata, A.5
  • 47
    • 0034493757 scopus 로고    scopus 로고
    • What do epidemiologic findings tell us about health effects of environmental aerosols?
    • Pope C.A. What do epidemiologic findings tell us about health effects of environmental aerosols?. J Aerosol Med 2000, 13(4):335-354.
    • (2000) J Aerosol Med , vol.13 , Issue.4 , pp. 335-354
    • Pope, C.A.1
  • 48
    • 0034649702 scopus 로고    scopus 로고
    • Fine particulate air pollution and mortality in 20 US cities, 1987-1994
    • Samet J.M., Dominici F., Curriero F.C., Coursac I., Zeger S.L. Fine particulate air pollution and mortality in 20 US cities, 1987-1994. J Med 2000, 343:1742-1749.
    • (2000) J Med , vol.343 , pp. 1742-1749
    • Samet, J.M.1    Dominici, F.2    Curriero, F.C.3    Coursac, I.4    Zeger, S.L.5
  • 49
    • 56249120985 scopus 로고    scopus 로고
    • Chemical characteristics of fine particles emitted from different gas cooking methods
    • See S.W., Balasubramanian R. Chemical characteristics of fine particles emitted from different gas cooking methods. Atmos Environ 2008, 42:8852-8862.
    • (2008) Atmos Environ , vol.42 , pp. 8852-8862
    • See, S.W.1    Balasubramanian, R.2
  • 50
    • 51349101066 scopus 로고    scopus 로고
    • The relationship between physicochemical characterization and the potential toxicity of fine particulates (PM2.5) in Shanghai atmosphere
    • Senlin L., Zhenkun Y., Xiaohui C., Minghong W., Guoying S., Jiamo F., et al. The relationship between physicochemical characterization and the potential toxicity of fine particulates (PM2.5) in Shanghai atmosphere. Atmos Environ 2008, 42:7205-7214.
    • (2008) Atmos Environ , vol.42 , pp. 7205-7214
    • Senlin, L.1    Zhenkun, Y.2    Xiaohui, C.3    Minghong, W.4    Guoying, S.5    Jiamo, F.6
  • 51
    • 74449086645 scopus 로고    scopus 로고
    • BBQ charcoal combustion as an important source of trace metal exposure to humans
    • Susaya J., Kim K., Ahn J., Jung M., Kang C. BBQ charcoal combustion as an important source of trace metal exposure to humans. J Hazard Mater 2010, 176:932-937.
    • (2010) J Hazard Mater , vol.176 , pp. 932-937
    • Susaya, J.1    Kim, K.2    Ahn, J.3    Jung, M.4    Kang, C.5
  • 52
    • 54149106474 scopus 로고    scopus 로고
    • Sources and properties of non-exhaust particulate matter from road traffic: a review
    • Thorpe A., Harrison R.M. Sources and properties of non-exhaust particulate matter from road traffic: a review. Sci Total Environ 2008, 400:270-282.
    • (2008) Sci Total Environ , vol.400 , pp. 270-282
    • Thorpe, A.1    Harrison, R.M.2
  • 53
    • 78650097247 scopus 로고    scopus 로고
    • Trend and characteristics of atmospheric emissions of Hg, As, and Se from coal combustion in China, 1980-2007
    • Tian H.Z., Wang Y., Xue Z.G., Cheng K., Qu Y.P., Chai F.H., et al. Trend and characteristics of atmospheric emissions of Hg, As, and Se from coal combustion in China, 1980-2007. Atmos Chem Phys 2010, 10:11905-11919.
    • (2010) Atmos Chem Phys , vol.10 , pp. 11905-11919
    • Tian, H.Z.1    Wang, Y.2    Xue, Z.G.3    Cheng, K.4    Qu, Y.P.5    Chai, F.H.6
  • 54
    • 0004323071 scopus 로고
    • Risk assessment guidance for Superfund
    • US Environmental Protection Agency (EPA), I, EPA, Washington DC
    • US Environmental Protection Agency (EPA) Risk assessment guidance for Superfund. EPA/540/1-89/002 1989, I. EPA, Washington DC.
    • (1989) EPA/540/1-89/002
  • 55
    • 85053144907 scopus 로고
    • Office of solid waste and emergency response, role of the baseline risk assessment in Superfund remedy selection decisions
    • US Environmental Protection Agency (EPA), EPA, Washington DC
    • US Environmental Protection Agency (EPA) Office of solid waste and emergency response, role of the baseline risk assessment in Superfund remedy selection decisions. Oswer Directive 9355.0-30 1991, EPA, Washington DC.
    • (1991) Oswer Directive 9355.0-30
  • 58
    • 84875781550 scopus 로고    scopus 로고
    • Available from:
    • SPECIATE database, version 4.3 Available from:. http://www.epa.gov/ttn/chief/software/speciate/index.html.
    • SPECIATE database, version 4.3
  • 59
    • 33745698115 scopus 로고    scopus 로고
    • 2.5 and associated trace elements in Guangzhou, China
    • 2.5 and associated trace elements in Guangzhou, China. Sci Total Environ 2006, 366:124-135.
    • (2006) Sci Total Environ , vol.366 , pp. 124-135
    • Wang, X.1    Bi, X.2    Sheng, G.3    Fu, J.4
  • 61
    • 67650991829 scopus 로고    scopus 로고
    • Uncertainty of high resolution inductively coupled plasma mass spectrometry based aerosol measurements
    • Yenisoy-Karakaş S., Gaga E.O., Cankur O., Karakaş D. Uncertainty of high resolution inductively coupled plasma mass spectrometry based aerosol measurements. Talanta 2009, 79:1298-1305.
    • (2009) Talanta , vol.79 , pp. 1298-1305
    • Yenisoy-Karakaş, S.1    Gaga, E.O.2    Cankur, O.3    Karakaş, D.4
  • 62
    • 84863165547 scopus 로고    scopus 로고
    • Assessment of soil heavy metal pollution with principal component analysis and geoaccumulation index
    • Zhiyuan W., Dengfeng W., Huiping Z., Zhiping Q. Assessment of soil heavy metal pollution with principal component analysis and geoaccumulation index. Procedia Environ Sci 2011, 10:1946-1952.
    • (2011) Procedia Environ Sci , vol.10 , pp. 1946-1952
    • Zhiyuan, W.1    Dengfeng, W.2    Huiping, Z.3    Zhiping, Q.4


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