Mobile Toxics: Exposure and Risk
Comments Eric Fujita
The use of CO to estimate
exposure to air toxics has several limitations. The approach is intended for estimating
long-term average risk and does not directly account for the range of real-world exposures
that include many intermittent elevated exposures, including evaporative emissions.
Estimates of exposure to PM are highly uncertain because the correlation between exhaust
CO and PM is poor, especially with diesel exhaust. The method does not account for
chemical and physical transformation in the atmosphere, which results in both
underestimation and overestimation of exposure. EPA has acknowledged these limitations,
but it is not clear how and to what extent they will be addressed.
The greatest uncertainty
in current exposure estimates is with PM. The MATES II Study by the South Coast Air
Quality Management District assigns 70 percent of the cumulative risk from air toxics to
diesel PM, while EPA and other state programs have not yet assigned a risk to this source.
While other mobile source air toxics, such as benzene and 1,3-butadiene can be directly
measured, there is no direct measure of diesel PM in the ambient air. SCAQMD used
elemental carbon (EC) as a surrogate for diesel PM and estimated ambient concentrations of
diesel PM by applying a factor of 1.04 to the measured EC concentrations. This factor
assumes that 64 percent of the diesel PM consists of EC (with organic carbon [OC]
accounting for the remainder) and that diesels account for 67 percent of the ambient fine
particulate EC. These factors are based upon measurements that were taken nearly two
decades ago, and should be updated. Assuming that these factors are reasonably accurate,
diesel PM accounts for 3.4 m g/m3 of the eight-site annual average total PM2.5
carbon of 9.8 m g/m3. The source of two-third of the ambient PM2.5
carbon is not identified in the MATE II report and no risk is attributed to this residual
particulate carbon. The PM emission inventory does not reconcile with the ambient carbon
measurements. Secondary organic aerosols may be significant during the summer, their
contributions are relatively small during the fall and winter when ambient concentrations
of directly emitted pollutants are highest.
While improvement have
been made during the past decade in the estimation of on-road CO, HC, and NOx emissions,
the corresponding models for PM emissions have not been significantly updated since their
initial development in the mid-1980s. PART5 exhaust carbon emissions from light duty
vehicles depend on technology class and go up to a maximum of only 30 mg/mile for pre-1970
non-catalyst vehicles. PART5 does not account for cold starts, modal emissions, or high
emitters. Results from the Northern Front Range Air Quality Study indicate that sources
with emissions similar to light-duty gasoline vehicles contributed about 60% of PM2.5
carbon at urban Denver sites, and these contributions were 2.5 to 3 times the diesel
exhaust contributions (http://nfraqs.cira.colostate.edu/). Are the risks from
spark-ignition PM emissions really negligible relative to diesel PM?
Primary emissions from
motor vehicles and other combustion sources are very complex mixtures containing thousands
of organic and inorganic constituents in the gas and particulate phases. Gases include
criteria gases, hazardous air pollutants, and volatile and semi-volatile organic compounds
that are precursors to ozone, organic aerosols, and hazardous air pollutants (e.g.,
formaldehyde, acetaldehyde, and nitrated polycyclic aromatic hydrocarbons). Carbonyl
compounds are also produced by photooxidation of biogenic emissions and during organic
decay. Many organic compounds are emitted at elevated temperatures as a result of
combustion and condense rapidly upon cooling to ambient temperatures forming ultrafine and
nuclei range particles. The "nuclei" range consists of particles less than 0.08
m m in aerodynamic diameter that are emitted directly from combustion sources. In polluted
areas, the lifetime of particles in the nuclei range is relatively short because they
rapidly coagulate with large particles or serve as nuclei for cloud or fog droplets. This
size range is generally detected only when fresh emissions sources are close to the
measurement site.
Estimating nationwide
long-term average risk of mobile source air toxics based upon ambient CO levels is a
reasonable first approximation given the data that were available when this effort was
initiated. However, sensitivity analyses are required to determine the range of
intermittent elevated exposures, especially during heavy traffic, residential and public
parking garages, and during refueling. The CO-based estimates of the ambient levels of
mobile air toxics should be compared with recent data from the Urban Air Toxics Monitoring
Program and Photochemcial Assessment Monitoring Stations (PAMS). CO is not an appropriate
surrogate for combustion PM and more reliable alternatives are required to assess the
risks posed by PM emissions from both diesel- and gasoline-powered vehicles. Possible
ambient measurements include continuous PM mass, OC/EC analyzers, aethalometers and
nephelometers. Special studies are required to characterize the evolution of PM
composition and size distribution as mobile source emissions are transported downwind.
Despite the limitations of exposure estimates derived from ambient measurements, they are
preferable to modeled estimates based upon emission inventories because the uncertainties
in the magnitude and spatial variability of emissions cannot be evaluated statistically.
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