Absolute principal component analysis of atmospheric aerosols in Mexico City

Citation
J. Miranda et al., Absolute principal component analysis of atmospheric aerosols in Mexico City, ENV SCI P R, 7(1), 2000, pp. 14-18
Citations number
17
Categorie Soggetti
Environment/Ecology
Journal title
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
ISSN journal
09441344 → ACNP
Volume
7
Issue
1
Year of publication
2000
Pages
14 - 18
Database
ISI
SICI code
0944-1344(2000)7:1<14:APCAOA>2.0.ZU;2-4
Abstract
A receptor model is presented based on absolute principal component analysi s (APCA) of elemental concentrations in atmospheric aerosols from Mexico Ci ty during the Summer of 1995. Elemental contents on samples collected with a Stacking Filter Unit of the Davis design was carried out using Particle I nduced X-ray Emission (PIXE). The sampling device allowed the separation of particles with mean aerodynamic diameters ranging from 2.5 mu m to 15 mu m (coarse fraction) and smaller than 2.5 mu m (fine fraction). Sampling was divided into morning, afternoon and night periods, with higher concentratio ns being found during the morning. Seasonal variation is observed when comp arisons with other studies are carried out. The application of APCA allowed identification of four sources for each fraction, with a soil-derived dust predominance in the coarse one. The influence of meteorological parameters is studied using cluster analysis, showing that during the morning there i s a transport of pollutants from the west towards the sampling site, while the night transport corresponds to soil-derived dust from the north.