Source regional contributions to PM2.5 in a megacity in China using an advanced source regional apportionment method

Chemosphere. 2016 Mar:147:256-63. doi: 10.1016/j.chemosphere.2015.12.132. Epub 2016 Jan 14.

Abstract

To quantify contributions of individual source categories from diverse regions to PM2.5, PM2.5 samples were collected in a megacity in China and analyzed through a newly developed source regional apportionment (SRA) method. Levels, compositions and seasonal variations of speciated PM2.5 dataset were investigated. Sources were determined by Multilinear Engine 2 (ME2) model, and results showed that the PM2.5 in Tianjin was mainly influenced by secondary sulphate & secondary organic carbon SOC (percent contribution of 26.2%), coal combustion (24.6%), crustal dust & cement dust (20.3%), secondary nitrate (14.9%) and traffic emissions (14.0%). The SRA method showed that northwest region R2 was the highest regional contributor to secondary sources, with percent contributions to PM2.5 being 9.7% for secondary sulphate & SOC and 6.0% for secondary nitrates; the highest coal combustion was from local region R1 (6.2%) and northwest R2 (8.0%); the maximum contributing region to crustal & cement dust was southeast region R4 (5.0%); and contributions of traffic emissions were relatively spatial homogeneous. The seasonal variation of regional source contributions was observed: in spring, the crustal and cement dust contributed a higher percentage and the R4 was an important contributor; the secondary process attributed an increase fraction in summer; the mixed coal combustion from southwest R5 enhanced in autumn.

Keywords: ME2; Particulate matter; Seasonal variations; Source regional apportionment.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Air Pollutants / analysis*
  • Carbon / analysis
  • China
  • Cities
  • Coal
  • Dust
  • Environmental Monitoring / methods
  • Models, Theoretical
  • Nitrates / analysis
  • Particulate Matter / analysis*
  • Seasons
  • Sulfates / analysis
  • Vehicle Emissions

Substances

  • Air Pollutants
  • Coal
  • Dust
  • Nitrates
  • Particulate Matter
  • Sulfates
  • Vehicle Emissions
  • Carbon