Chemical characterisation and source apportionment of PM2.5 and PM10 at rural, urban and traffic sites in Navarra (North of Spain)

Abstract PM10 and PM2.5 levels, concentrations of major components, trace elements, pH, conductivity and source apportionment were evaluated from samples collected during 2009 at three different locations (rural, urban and urban-traffic) in Navarra (North of Spain). Mean particulate matter concentrations were below the annual limit value for PM10 and annual target value for PM2.5 established by the European Directive 2008/50/EC and similar to those recorded at other locations in the North of Spain. The major components of PM10 in the three sampling stations were, by order of importance, OC + EC, NO3- and non-marine sulphate (nmSO42-), whereas the major components of PM2.5 were OC + EC, nmSO42- and NO3-. ΔpH values indicated that PM2.5 samples were more acidic than PM10 ones. The 90–96% of total trace elements contribution in PM2.5 and PM10 were described by P, Ti, Cr, Mn, Ni, Cu, Zn, Sr, Sn, Ba and Pb. Concentrations of those elements were lower than values obtained in Pamplona in 2002–2004 and similar to those found in other sub-urban and urban Spanish cities. PMF model identified 5 principle sources for PM10 and PM2.5 in Iturrama and Plaza de la Cruz (crustal, secondary sulphate, secondary nitrate, traffic and sea-salt aerosols) and 4 sources for PM10 in Bertiz (crustal, secondary sulphate, secondary nitrate and sea-salt).

[1]  Alberto Martilli,et al.  A methodology to urban air quality assessment during large time periods of winter using computational fluid dynamic models , 2010 .

[2]  P. Paatero Least squares formulation of robust non-negative factor analysis , 1997 .

[3]  Xavier Querol,et al.  PM10 and PM2.5 source apportionment in the Barcelona Metropolitan area, Catalonia, Spain , 2001 .

[4]  P. Hopke,et al.  Study of urban atmospheric pollution in Navarre (Northern Spain) , 2007, Environmental monitoring and assessment.

[5]  P. D. Hien,et al.  PMF receptor modelling of fine and coarse PM10 in air masses governing monsoon conditions in Hanoi, northern Vietnam , 2004 .

[6]  W. R. Cofer,et al.  Atmospheric geochemistry of formic and acetic acids at a mid-latitude temperate site , 1988 .

[7]  M. Navarro,et al.  Levels of selected metals in ambient air PM10 in an urban site of Zaragoza (Spain). , 2005, Environmental research.

[8]  Eliseo Monfort,et al.  Source origin of trace elements in PM from regional background, urban and industrial sites of Spain , 2007 .

[9]  Corinne Le Quéré,et al.  Climate Change 2013: The Physical Science Basis , 2013 .

[10]  R. Harrison,et al.  A study on the relationship between mass concentrations, chemistry and number size distribution of urban fine aerosols in Milan, Barcelona and London , 2007 .

[11]  P. Paatero,et al.  Investigation of sources of atmospheric aerosol at urban and suburban residential areas in Thailand by positive matrix factorization , 2000 .

[12]  J. W. Winchester,et al.  Geochemistry of organic and inorganic ions of late winter arctic aerosols , 1989 .

[13]  Shixiang Gao,et al.  Chemical characterization of water-soluble components of PM10 and PM2.5 atmospheric aerosols in five locations of Nanjing, China , 2003 .

[14]  X. Querol,et al.  Variations of levels and composition of PM10 and PM2.5 at an insular site in the Western Mediterranean , 2009 .

[15]  Elena Paoletti,et al.  Integrated effects of air pollution and climate change on forests: a northern hemisphere perspective. , 2007, Environmental pollution.

[16]  Vincent R. Gray Climate Change 2007: The Physical Science Basis Summary for Policymakers , 2007 .

[17]  X. Querol,et al.  Daily evolution of sulphate aerosols in a rural area, northeastern Spain—elucidation of an atmospheric reservoir effect , 1999 .

[18]  Ajay Taneja,et al.  Metal concentration of PM(2.5) and PM(10) particles and seasonal variations in urban and rural environment of Agra, India. , 2009, The Science of the total environment.

[19]  Martin Gysel,et al.  Chemical characterisation of PM2.5, PM10 and coarse particles at urban, near-city and rural sites in Switzerland , 2005 .

[20]  G. Dongarrà,et al.  Mass levels, crustal component and trace elements in PM10 in Palermo, Italy , 2007 .

[21]  Philip K. Hopke,et al.  Identification of Source Nature and Seasonal Variations of Arctic Aerosol byPositive Matrix Factorization , 1999 .

[22]  H. Hansson,et al.  Organic atmospheric aerosols: Review and state of the science , 2000 .

[23]  G. Kallos,et al.  African dust contributions to mean ambient PM10 mass-levels across the Mediterranean Basin , 2009 .

[24]  N. Englert Fine particles and human health--a review of epidemiological studies. , 2004, Toxicology letters.

[25]  Roy M. Harrison,et al.  A pragmatic mass closure model for airborne particulate matter at urban background and roadside sites , 2003 .

[26]  Xavier Querol,et al.  Anthropogenic and natural influence on the PM(10) and PM(2.5) aerosol in Madrid (Spain). Analysis of high concentration episodes. , 2003, Environmental pollution.

[27]  X. Querol,et al.  Discriminating the regional and urban contributions in the North-Western Mediterranean: PM levels and composition , 2010 .

[28]  Eliseo Monfort,et al.  Spatial and temporal variations in airborne particulate matter (PM10 and PM2.5) across Spain 1999–2005 , 2008 .

[29]  Philip K. Hopke,et al.  Discarding or downweighting high-noise variables in factor analytic models , 2003 .

[30]  X. Querol,et al.  Geochemistry and origin of PM10 in the Huelva region, Southwestern Spain. , 2007, Environmental research.

[31]  Lianne Sheppard,et al.  Source identification of PM2.5 in an arid Northwest U.S. City by positive matrix factorization , 2003 .

[32]  G. Kallos,et al.  Saharan dust contributions to PM10 and TSP levels in Southern and Eastern Spain , 2001 .

[33]  X. Querol,et al.  High concentrations of heavy metals in PM from ceramic factories of Southern Spain , 2010 .

[34]  D. Dockery,et al.  Cardiovascular risks from fine particulate air pollution. , 2007, The New England journal of medicine.

[35]  Robert Gehrig,et al.  Characterising seasonal variations and spatial distribution of ambient PM10 and PM2.5 concentrations based on long-term Swiss monitoring data , 2003 .

[36]  P. López-Mahía,et al.  Metals in airborne particulate matter in La Coruña (NW Spain) , 1997 .

[37]  Roy M. Harrison,et al.  Pragmatic mass closure study for PM1.0, PM2.5 and PM10 at roadside, urban background and rural sites , 2008 .

[38]  R. Burnett,et al.  Lung cancer, cardiopulmonary mortality, and long-term exposure to fine particulate air pollution. , 2002, JAMA.

[39]  N. Pérez,et al.  Interpretation of the variability of levels of regional background aerosols in the Western Mediterranean. , 2008, The Science of the total environment.

[40]  M. Sanz,et al.  PM10 speciation and determination of air quality target levels. A case study in a highly industrialized area of Spain. , 2007, The Science of the total environment.

[41]  PM2.5–10, PM2.5 and associated water-soluble inorganic species at a coastal urban site in the metropolitan region of Rio de Janeiro , 2007 .

[42]  Maria Ascensão Trancoso,et al.  Source apportionment of fine and coarse particulate matter in a sub-urban area at the Western European Coast , 2005 .

[43]  Harald Flentje,et al.  A European aerosol phenomenology 3: Physical and chemical characteristics of particulate matter from 60 rural, urban, and kerbside sites across Europe , 2010 .

[44]  M. Cheng,et al.  Characteristics of aerosols collected in central Taiwan during an Asian dust event in spring 2000. , 2005, Chemosphere.

[45]  Mar Viana,et al.  Characterising exposure to PM aerosols for an epidemiological study , 2008 .

[46]  Philip K. Hopke,et al.  Concentration and Sources of PM10 and its Constituents in Alsasua, Spain , 2006 .

[47]  X. Querol,et al.  Origin of the exceedances of the European daily PM limit value in regional background areas of Spain , 2007 .

[48]  B. Brunekreef,et al.  Epidemiological evidence of effects of coarse airborne particles on health , 2005, European Respiratory Journal.

[49]  Raymond Agius,et al.  Total and water-soluble trace metal content of urban background PM10, PM2.5 and black smoke in Edinburgh, UK , 2005 .

[50]  Xavier Querol,et al.  Comparative PM10-PM2.5 source contribution study at rural, urban and industrial sites during PM episodes in Eastern Spain. , 2004, The Science of the total environment.

[51]  A. D'Alessandro,et al.  Characterization of particulate matter sources in an urban environment. , 2008, The Science of the total environment.