A quantitative assessment of source contributions to inhalable particulate matter pollution in metropolitan Boston

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Abstract

In this paper, source apportionment techniques are employed to identify and quantify the major particle pollution source classes affecting a monitoring site in metropolitan Boston, MA. A Principal Component Analysis (PCA) of paniculate elemental data allows the estimation of mass contributions for five fine mass panicle source classes (soil, motor vehicle, coal related, oil and salt aerosols), and six coarse panicle source classes (soil, motor vehicle, refuse incineration, residual oil, salt and sulfate aerosols). Also derived are the elemental characteristics of those source aerosols and their contributions to the total recorded elemental concentrations (i.e. an elemental mass balance). These are estimated by applying a new approach to apportioning mass among various PCA source components: the calculation of Absolute Principal Component Scores, and the subsequent regression of daily mass and elemental concentrations on these scores.

One advantage of the PCA source apportionment approach developed is that it allows the estimation of mass and source particle characteristics for an unconventional source category: transported (coal combustion related) aerosols. This particle class is estimated to represent a major portion of the aerosol mass, averaging roughly 40 per cent of the fine mass and 25 per cent of the inhalable particle mass at the Watertown, MA site. About 45 per cent of the fine particle sulfur is ascribed to this one component, with only 20 per cent assigned to pollution from local sources. The composition of the coal related aerosol at this site is found to be quite different from particles measured in the stacks of coal-fired power plants. Sulfates were estimated to comprise a much larger percentage of the ambient coal related aerosol than has been measured in stacks, while crustal element percentages were much reduced. This is thought to be due to primary panicle deposition and secondary aerosol accretion experienced during transport. Overall, the results indicate that the application of further emission controls to local point sources of particles would have less influence on fine aerosol and sulfate concentrations than would the control of more distant emissions causing aerosols transported into the Boston vicinity.

References (57)

  • J.T. Peterson

    Distribution of sulfur dioxide over Metropolitan St. Louis, as described by empirical eigenvectors and its relation to meteorological parameters

    Atmospheric Environment

    (1970)
  • B.A. Roscoe et al.

    Comparison of weighted and unweighted target transformation rotations in factor analysis

    Comput. Chem.

    (1981)
  • G.D. Thurston

    Discussion: multivariate analysis of paniculate sulfate and other air quality variables by principal components—I. Annual data from Los Angeles and New York

    Atmospheric Eniironment

    (1981)
  • A.J. Barr
  • P.D.E. Biggins et al.

    Atmospheric chemistry of automotive lead

    Envir. Sci. Technol.

    (1979)
  • S.L.K. Briggs et al.

    The effectiveness of dichotomous sampler quality assurance procedures

  • G.R. Cass et al.

    Source-receptor reconciliation of routine air monitoring data for trace metals: an emission inventory assisted approach

    Envir. Sci. Technol.

    (1983)
  • J.A. Cooper et al.

    Receptor oriented methods of air paniculate source apportionment

    J. Air Pollut. Control Ass.

    (1980)
  • W.M. Cox et al.

    Ambient ozone concentration patterns among eastern U.S. urban areas using factor analysis

    J. Air Pollut. Control Ass.

    (1981)
  • S. Dattner et al.

    Multivariate analysis techniques used during the TACB's participation in the Quail Roost II Receptor Model Validation Study

  • DEQE

    Communication with Air Pollution Inspector Bill Vickers

    (1982)
  • DEQE

    Data provided by Don Squires

    (1982)
  • T.G. Dzubay et al.

    Ambient air analysis with dichotomous sampler and X-ray fluorescence spectrometer

    Envir. Sci. Technol.

    (1983)
  • T.G. Dzubay et al.

    A method to improve the adhesion of particles on Teflon filters

    J. Air Pollut. Control Ass.

    (1983)
  • E.C. Eimutis et al.

    Source assessment: noncriteria pollutant emissions

    Monsanto Research Corp. for U.S. E.P.A. Industrial and Environmental Research Laboratory, EPA-600/2-78-004t.

    (1978)
  • B.G. Ferris et al.

    Effects of sulfur oxides and respirable particulates on human health: methodology and demography of populations in study

    Am. Rev. Resp. Disease

    (1979)
  • R.R. Greenberg et al.

    Composition of particles emitted from the Nicosia municipal incinerator

    Envir. Sci. Technol.

    (1978)
  • R.J. Harris

    A Primer of Multivariate Statistics

    (1975)
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    Present address: Institute of Environmental Medicine, New York University, Long Meadow Road, Tuxedo, NY 10987, U.S.A.

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