1 research outputs found
Impact of Wildfires on Ozone Exceptional Events in the Western U.S.
Wildfires
generate substantial emissions of nitrogen oxides (NO<sub><i>x</i></sub>) and volatile organic compounds (VOCs).
As such, wildfires contribute to elevated ozone (O<sub>3</sub>) in
the atmosphere. However, there is a large amount of variability in
the emissions of O<sub>3</sub> precursors and the amount of O<sub>3</sub> produced between fires. There is also significant interannual
variability as seen in median O<sub>3</sub>, organic carbon and satellite
derived carbon monoxide mixing ratios in the western U.S. To better
understand O<sub>3</sub> produced from wildfires, we developed a statistical
model that estimates the maximum daily 8 h average (MDA8) O<sub>3</sub> as a function of several meteorological and temporal variables for
three urban areas in the western U.S.: Salt Lake City, UT; Boise,
ID; and Reno, NV. The model is developed using data from June-September
2000–2012. For these three locations, the statistical model
can explain 60, 52, and 27% of the variability in daily MDA8. The
Statistical Model Residual (SMR) can give information on additional
sources of O<sub>3</sub> that are not explained by the usual meteorological
pattern. Several possible O<sub>3</sub> sources can explain high SMR
values on any given day. We examine several cases with high SMR that
are due to wildfire influence. The first case considered is for Reno
in June 2008 when the MDA8 reached 82 ppbv. The wildfire influence
for this episode is supported by PM concentrations, the known location
of wildfires at the time and simulations with the Weather and Research
Forecasting Model with Chemistry (WRF-Chem) which indicates transport
to Reno from large fires burning in California. The contribution to
the MDA8 in Reno from the California wildfires is estimated to be
26 ppbv, based on the SMR, and 60 ppbv, based on WRF-Chem. The WRF-Chem
model also indicates an important role for peroxyacetyl nitrate (PAN)
in producing O<sub>3</sub> during transport from the California wildfires.
We hypothesize that enhancements in PAN due to wildfire emissions
may lead to regional enhancements in O<sub>3</sub> during high fire
years. The second case is for the Salt Lake City (SLC) region for
August 2012. During this period the MDA8 reached 83 ppbv and the SMR
suggests a wildfire contribution of 19 ppbv to the MDA8. The wildfire
influence is supported by PM<sub>2.5</sub> data, the known location
of wildfires at the time, HYSPLIT dispersion modeling that indicates
transport from fires in Idaho, and results from the CMAQ model that
confirm the fire impacts. Concentrations of PM<sub>2.5</sub> and O<sub>3</sub> are enhanced during this period, but overall there is a poor
relationship between them, which is consistent with the complexities
in the secondary production of O<sub>3</sub>. A third case looks at
high MDA8 in Boise, ID, during July 2012 and reaches similar conclusions.
These results support the use of statistical modeling as a tool to
quantify the influence from wildfires on urban O<sub>3</sub> concentrations