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Photochemical Modeling for the |
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San Francisco Bay Area 2004 State Implementation Plan Revision Project
The Bay Area Air Quality Management
District (BAAQMD or District) is responsible for monitoring ambient air quality
within the nine San Francisco Bay Area counties (Bay Area or SFBA), and for
developing and enforcing emission control plans for those pollutants that
have violated the National Ambient Air Quality Standards (NAAQS) and the
California Ambient Air Quality Standards (CAAQS) within its jurisdiction.
Based upon historical air quality measurements within the Bay Area “airshed”,
the U.S. Environmental Protection Agency (EPA) has designated the SFBA as
being in non-attainment of the federal 1-hour ozone standard. Over the years,
the BAAQMD has developed and submitted several implementation plans to control
ozone in the Bay Area. These plans have been effective in reducing ambient
ozone levels, and since 1995 the Bay Area 1-hour ozone design value has been
reduced to near the federal standard. On April 22, 2004, the EPA determined
that the SFBA has attained the 1-hour ozone NAAQS. The original 1-hour ozone
standard has now been effectively replaced by a new and more stringent 8-hour
ozone standard, and based upon air quality levels within the SFBA between
2001-2003, the area has been designated as a marginal non-attainment area
of the federal 8-hour standard. Furthermore, the BAAQMD, the California
Air Resources Board (CARB) and districts downwind of the SFBA have continued
interest in analyzing the role of regional transport of ozone and precursors.
Given the complexities surrounding the formation and fate of ozone, the development
of control strategies to mitigate precursor emissions is always a technically
challenging endeavor. As a result, EPA guidance on ozone SIP development
requires that nonattainment areas undertake photochemical computer modeling
to understand the idiosyncrasies of their area’s ozone problem, as well as
to develop and evaluate ozone response to the various control scenarios under
consideration. Furthermore, EPA and CARB guidance requires the development
of a detailed Modeling Protocol that establishes an acceptable methodology
to apply and evaluate today’s state-of-the-science photochemical models and
to develop various supporting datasets.
Recognizing the need to maintain a current state-of-the-science photochemical
modeling capability to address the various on-going regulatory activities
within the SFBA and throughout central and northern California, the BAAQMD
and their contractors have been developing a photochemical modeling system
and supporting database over the past two years. The data and knowledge
base gained as a key sponsor and contributor to the Central California Ozone
Study (CCOS) has been essential to this effort. Integral contributions have
been made by several other entities involved in CCOS, including the CARB
and their associated contractors at the National Oceanic and Atmospheric
Administration and the University of California at Riverside, as well as
the San Joaquin Valley and Sacramento Air Districts and their respective
contractors. Given the plethora of modeling efforts conducted by each of
these groups stemming from the CCOS 2000 program, the BAAQMD effort has attempted
to bring together the best information and modeling approaches possible.
As a result, the research, modeling, testing, and evaluation conducted in
this project has been, and continues to be, a rather complex and highly interactive
endeavor.
PURPOSE AND GOALS
The original purpose of the current study was to modernize the District’s
modeling capabilities to align with the modeling systems to be evaluated
by the CARB under the CCOS program, and to use those systems to develop a
new photochemical modeling database to support the 2004 Bay Area SIP revision.
With the elimination of the need to submit a 2004 SIP revision for 1-hour
ozone, the objectives of the study have shifted slightly, but the overall
focus remains the same.
The purpose for this study is divided into two distinct goals:
Immediate and foremost goal:
Provide the District with a photochemical modeling system and technical analyses
consistent with CARB to support future Bay Area SIP submittals, including
assessment of projected future year ozone levels in the SFBA, examination
of local and regional control strategy effectiveness, and analyses of the
impact of those strategies on regional ozone throughout central California.
Longer-range goal:
Provide the District with a modern tool base that they can use to build a
modeling “climatology”, consisting of many additional historical episodes
with which to evaluate local/regional ozone patterns and issues surrounding
inter-basin transport.
Pollution does not respect political boundaries. There is documented air
mass flow from the Bay Area into inland areas of the State, and vice-versa.
The Federal Clean Air Act recognizes such transport and addresses the manner
in which up- and down-wind areas are interconnected in the regulatory process.
One of the goals of this study is to provide information that should assist
in that regulatory assessment. In addition to air mass and pollutant flow,
there are also mobile source emissions that originate within one area but
continue as vehicles move to another area.
Both of these phenomena can be addressed from the photochemical modeling
system developed in this study. Pollutant mass transport can be explicitly
addressed because the modeling domain used in this study extends well beyond
the SFBA, thus accounting for such air mass movement within the modeling
system. The movement of vehicles can be addressed through the use of complex
transportation model output results being used in estimating mobile source
emissions. Such transportation models are used by Metropolitan Transportation
Commission (MTC) in the San Francisco area, and Sacramento Association of
Governments (SACOG) in the Sacramento area. Alpine Geophysics has developed
a California-wide Integrated Transportation Network that facilitates such
analyses.