Multivariate statistical analysis of heavy metals in street dust of Baoji, NW China.

The concentrations of Pb, Cu, Zn, Mn, Ni, Co and Cr in street dust samples from Baoji in north-west China were measured by wavelength dispersive X-ray fluorescence spectrometry, while As and Hg in street dust samples were determined by atomic fluorescence spectrometry. Principal component analysis and cluster analysis, coupled with correlation coefficient analysis, were used to analyze the data and to identify possible sources of these heavy metals. The results indicate that street dust in Baoji has elevated heavy metal concentrations, especially Hg, Pb, Zn and Cu, which are 16-77, 7-92, 6-26 and 4-12 times the background levels in Shaanxi soil, respectively. The mean heavy metal concentrations in street dust divided by the corresponding background values of Shaanxi soil decrease in the order of Hg>Pb>Zn>Cu>Cr>As>Ni>Co>Mn>V. Three main sources of these heavy metals were identified. As, V, Pb and Co originated from nature and traffic. Cu, Zn, Hg and Mn, especially the former two, mainly derive from industry sources, as well as traffic. Cr and Ni mainly originate from soil.

[1]  A. Cook,et al.  Health effects of natural dust , 2007, Biological Trace Element Research.

[2]  Lisa D. Sabin,et al.  Atmospheric dry deposition of trace metals in the coastal region of Los Angeles, California, USA , 2006, Environmental toxicology and chemistry.

[3]  D. Meza-Figueroa,et al.  Heavy metal distribution in dust from elementary schools in Hermosillo, Sonora, México , 2007 .

[4]  Anju D K Banerjee Heavy metal levels and solid phase speciation in street dusts of Delhi, India. , 2003, Environmental pollution.

[5]  M. Biziuk,et al.  PCA and multidimensional visualization techniques united to aid in the bioindication of elements from transplanted Sphagnum palustre moss exposed in the Gdańsk City Area , 2008, Environmental science and pollution research international.

[6]  K. S. Subramanian,et al.  A multi-element profile of housedust in relation to exterior dust and soils in the city of Ottawa, Canada. , 2001, The Science of the total environment.

[7]  Lingqing Wang,et al.  Spatial analysis and hazard assessment of mercury in soil around the coal-fired power plant: a case study from the city of Baoji, China , 2008 .

[8]  Kai Lei,et al.  Contamination assessment of copper, lead, zinc, manganese and nickel in street dust of Baoji, NW China. , 2009, Journal of hazardous materials.

[9]  O. Al-Khashman The investigation of metal concentrations in street dust samples in Aqaba city, Jordan , 2007, Environmental geochemistry and health.

[10]  I. Maiz,et al.  Heavy metal contamination analysis of roadsoils and grasses from gipuzkoa (Spain) , 1996 .

[11]  Parvez I Haris,et al.  A biomaterial based approach for arsenic removal from water. , 2005, Journal of environmental monitoring : JEM.

[12]  P Adamo,et al.  Spatial distribution of heavy metals in urban soils of Naples city (Italy). , 2003, Environmental pollution.

[13]  Ş. Kartal,et al.  Fractionation of metals in street sediment samples by using the BCR sequential extraction procedure and multivariate statistical elucidation of the data. , 2006, Journal of hazardous materials.

[14]  J. González-Pérez,et al.  Organic carbon and environmental quality of riverine and off-shore sediments from the Gulf of Cádiz, Spain , 2008 .

[15]  O. Al-Khashman Determination of metal accumulation in deposited street dusts in Amman, Jordan , 2007, Environmental geochemistry and health.

[16]  E. Carranza,et al.  Arsenic geochemistry and health. , 2005, Environment international.

[17]  Ş. Kartal,et al.  Multivariate analysis of the data and speciation of heavy metals in street dust samples from the Organized Industrial District in Kayseri (Turkey) , 2006 .

[18]  K. Momani,et al.  Contamination of Roadside Soil, Plants, and Air With Heavy Metals in Jordan, A Comparative Study , 1999 .

[19]  Xiaoping Li,et al.  Environment impact of heavy metals on urban soil in the vicinity of industrial area of Baoji city, P.R. China , 2007 .

[20]  K. N. Yu,et al.  Determination of multi-element profiles of street dust using energy dispersive X-ray fluorescence (EDXRF). , 2002, Applied radiation and isotopes : including data, instrumentation and methods for use in agriculture, industry and medicine.

[21]  H. Kaiser The Application of Electronic Computers to Factor Analysis , 1960 .

[22]  E. Miguel,et al.  Origin and patterns of distribution of trace elements in street dust: Unleaded petrol and urban lead , 1997 .

[23]  N. Duzgoren-Aydin,et al.  Heavy Metal Contamination and Distribution in the Urban Environment of Guangzhou, SE China , 2006, Environmental geochemistry and health.

[24]  J. Loredo,et al.  Distribution of Heavy Metals in the Street Dusts and Soils of an Industrial City in Northern Spain , 2003, Archives of environmental contamination and toxicology.

[25]  M. Lin,et al.  Assessing the risks on human health associated with inorganic arsenic intake from groundwater-cultured milkfish in southwestern Taiwan. , 2008, Food and chemical toxicology : an international journal published for the British Industrial Biological Research Association.

[26]  J. C. Colombo,et al.  Sources, distribution and variability of airborne trace metals in La Plata City area, Argentina. , 2001, Environmental pollution.

[27]  C. S. Wong,et al.  Fate of Heavy Metal Contaminants in Road Dusts and Gully Sediments in Guangzhou, SE China: A Chemical and Mineralogical Assessment , 2006 .

[28]  A Ordóñez,et al.  A comparative study of heavy metal concentration and distribution in deposited street dusts in a large and a small urban area: Birmingham and Coventry, West Midlands, UK. , 2003, Environment international.

[29]  T. Gentile,et al.  Preparation of mercury emissions inventory for eastern North America. , 2003, Environmental pollution.

[30]  J. Nriagu A silent epidemic of environmental metal poisoning? , 1988, Environmental pollution.

[31]  Ji‐Zheng He,et al.  Multivariate geostatistical analysis of heavy metals in topsoils from Beijing, China , 2008 .

[32]  M. Dickman,et al.  Multivariate analysis of heavy metal and nutrient concentrations in sediments of Taihu Lake, China* , 2001, Hydrobiologia.

[33]  Goksel Demir,et al.  Determination of heavy metal concentrations in street dusts in Istanbul E-5 highway. , 2004, Environment international.

[34]  D. Weis,et al.  Investigation of Past and Present Multi-metal Input along Two Highways of British Columbia, Canada, Using Lead Isotopic Signatures , 2007 .

[35]  G. Tuncer,et al.  Metal Pollution in the Golden Horn, Turkey: Contribution of Natural and Anthropogenic Components Since 1913 , 1993 .

[36]  M. Muller,et al.  Sources, distribution and variability of hydrocarbons and metals in atmospheric deposition in an urban area (Paris, France). , 2005, The Science of the total environment.

[37]  N. Duzgoren-Aydin Sources and characteristics of lead pollution in the urban environment of Guangzhou. , 2007, The Science of the total environment.

[38]  Chi Sun Poon,et al.  Heavy metal contamination of urban soils and street dusts in Hong Kong , 2001 .

[39]  G. Dongarrà,et al.  The effects of anthropogenic particulate emissions on roadway dust and Nerium oleander leaves in Messina (Sicily, Italy). , 2003, Journal of environmental monitoring : JEM.

[40]  A. Chatterjee,et al.  Determination of lead and other metals in a residential area of greater Calcutta. , 1999, The Science of the total environment.

[41]  Han Yongming,et al.  Multivariate analysis of heavy metal contamination in urban dusts of Xi'an, Central China. , 2006, The Science of the total environment.

[42]  E. De Miguel,et al.  Geochemistry and risk assessment of street dust in Luanda, Angola: A tropical urban environment , 2005 .

[43]  A. Facchinelli,et al.  Multivariate statistical and GIS-based approach to identify heavy metal sources in soils. , 2001, Environmental pollution.

[44]  Kazuo T. Suzuki,et al.  Arsenic round the world: a review. , 2002, Talanta.

[45]  M. Tahri,et al.  Multivariate analysis of heavy metal contents in soils, sediments and water in the region of Meknes (central Morocco) , 2005, Environmental monitoring and assessment.