Regional evaluation of particulate matter composition in an Atlantic coastal
area (Cantabria region, northern Spain): Spatial variations in different urban
and rural environments
A. Arruti ⁎, I. Fernández-Olmo, A. Irabien
Universidad de Cantabria, Dep. Ingeniería Química y Química Inorgánica, Avda. Los Castros s/n, 39005 Santander (Cantabria), Spain
article info abstract
Article history:
Received 6 October 2010
Received in revised form 18 January 2011
Accepted 3 March 2011
The aim of this study was to determine the major components (Na, Ca, K, Mg, Fe, Al, NH
4
+
, SO
4
2-
,
NO
3
-
, Cl
-
and TC) and trace-metal levels (As, Ni, Cd, Pb, Ti, V, Cr, Mn, Cu, Mo, Rh and Hg) in PM
10
and PM
2.5
at an Atlantic coastal city (Santander, Cantabria region, Northern Spain). Additional
samples were collected in other urban sites of the Cantabria region to assess the metal content
found in different urban environments within the region. To control for the mass attributed to
inland regional background particulate matter, samples were also collected in Los Tojos village.
The spatial variability of the major PM components shows that PM origins are different at
inland and coastal sites. In the coastal city of Santander, the most important contributors are
(i) the marine aerosol and (ii) the secondary inorganic aerosol (SIA) and the total carbon (TC)
in PM
10
and PM
2.5
, respectively. Additionally, the influence of the coastal location on the ionic
balance of PM is also studied. The trace metal spatial variability is studied using the coefficient
of divergence (COD), which shows that the levels of trace metals at the three studied urban
sites are mainly influenced by local emission sources. The main local tracers are identified as
follows: Mn in the Santander area; Mo, Cr and Pb at Reinosa; and Ni and V at Castro Urdiales. A
more detailed source apportionment study of the local trace metals at Santander is conducted
by Principal Component Analysis (PCA) and Positive Matrix Factorisation (PMF); these two
receptor models report complementary information. From these statistical analyses, the
identified sources of trace metals in PM
10
are urban background sources, industrial sources and
traffic. The industrial factor was dominated by Mn, Cu and Pb, which are trace metals used in
steel production and manganese-ferroalloy production plant. With respect to PM
2.5
, the
identified emission sources of trace metals are combustion processes as well as traffic and
industrial sources.
© 2011 Elsevier B.V. All rights reserved.
Keywords:
Trace elements
Major components
PM
10
PM
2.5
Principal Component Analysis
Positive Matrix Factorisation
1. Introduction
Particulate matter (PM) is an air pollutant that consists of a
complex mixture of substances suspended in the atmosphere.
Compared to other atmospheric pollutants, PM is relatively
complex to characterise because of its multi-component
chemical composition and because of the large range in
particle size (Van Dingenen et al., 2004). The chemical
composition of PM may vary with regard to its major emission
sources; there are also chemical reactions in the atmosphere
that can affect PM composition. PM composition also depends
on atmospheric circulation, which influences the dispersion,
transport and stagnation of pollutants (Pey et al., 2009). In
coastal areas, aerosol properties are significantly different
from those observed in inland continental locations. Thus, at
coastal sites (over either land or ocean), the aerosols exhibit
complex physical properties due to the interaction of the
continental and marine air masses (Niranjan et al., 2005).
Atmospheric Research 101 (2011) 280–293
⁎ Corresponding author. Tel.:+34 942201579; fax: + 34 942201591.
E-mail address: arrutia@unican.es (A. Arruti).
0169-8095/$ – see front matter © 2011 Elsevier B.V. All rights reserved.
doi:10.1016/j.atmosres.2011.03.001
Contents lists available at ScienceDirect
Atmospheric Research
journal homepage: www.elsevier.com/locate/atmos