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BE
AIR AWARE WITH NOAA’S AIR QUALITY FORECASTING GUIDANCE
May
15, 2006 — With the arrival of summer marking the peak of the ground
level/tropospheric ozone season, the NOAA
National Weather Service and the U.S.
Environmental Protection Agency are launching Air
Quality Awareness Days from May 15 to 19, 2006, to encourage Americans
to “Be Air Aware” and check their local air
quality forecasts as they plan their daily activities.
NOAA’s
national air
quality forecast guidance capabilities originated in 2002 and continue
to be developed and implemented in partnership with EPA, combining the
two agencies’ strengths in air quality measurements and atmospheric
modeling. State and local air quality agencies, as well as the private
sector, are also essential partners in the development of the national
air quality forecast guidance. The goal of the national air quality forecast
guidance capability is to provide daily, hour-by-hour air quality forecasts
that are accurate and timely enough for people to take action to limit
the harmful effects of air pollution. Recent forecast improvements by
NOAA and EPA are making air quality forecasts better and more accessible
than ever before.
"Improving
air quality forecasting abilities at the national level helps cities across
the country provide their citizens the most accurate, up-to-date air quality
predictions available," said Brig. Gen. David
L. Johnson, U.S. Air Force (Ret.), director of the NOAA National Weather
Service. "These forecasts help millions of people protect their health
on days when ozone levels are high." (Click NOAA image for
larger view of sample air quality forecast guidance. Click here
for high resolution version, which is a large file. Please credit “NOAA.”)
It has been
estimated that for each one percent reduction in adverse health impacts
that air quality forecasting could provide, more than one billion dollars
could be saved every year. To help the nation realize these benefits,
Congress directed NOAA to provide operational air quality forecasts for
the nation, with funding for operational developments beginning in FY
2003.
Progress
toward a National Air Quality Forecasting Capability
The
phased implementation for the NOAA national air quality forecast guidance
capability called for the initial development and deployment of a next-day
ozone prediction for the northeastern United States by September of 2004.
Since that initial deployment, the operational air quality forecast capability
has been expanded and now covers the entire Eastern half of the United
States. This summer, NOAA is planning to provide ground-level ozone predictions,
on an experimental basis for all of the lower forty-eight states. After
operations readiness criteria have been successfully demonstrated during
experimental testing, the expanded ozone forecast guidance products will
be added to NOAA’s operational product suite. It is anticipated
that the air quality forecast guidance capability will be extended to
the entire United States (including Hawaii and Alaska) by 2009. In the
longer term, a forecast model for airborne particulate matter will be
developed and the forecast lead-time will be extended to two days or beyond,
as accuracy and resources permit.
| What
Are State Air Quality Forecasters Saying?
“The
NOAA forecast model is one of several important tools that we evaluate
daily prior to making and issuing our air quality forecasts for
Virginia during the ozone season. We have found it to be quite valuable
when used in concert with our other forecast methods. It provides
model forecasts for ozone concentrations at specific locations based
upon a meteorological model and air chemistry conditions. Prior
to the availability of the NOAA forecast model, our forecasts were
based solely on statistical relationships between various meteorological
parameters and current air quality conditions. The NOAA forecast
model has provided us with another method to produce our forecasts.
We look forward to the NOAA forecast model inclusion of particulate
concentration forecasts in the future which will provide an additional
tool for our air quality forecasts.”
— Dan Salkovitz, meteorologist
Virginia Department of Environmental Quality
“The NOAA ozone model provides us with an additional tool
that enables us to better inform the general public of potential
air pollution concerns. DES is pleased to participate in the application
of the NOAA model for regional ozone forecasting, and look forward
to the planned improvements that will increase the resolution of
the ozone model and the development of a small particle model. New
Hampshire is committed to using the best available tools for air
pollution forecasting and looks forward to continuing our working
relationship with NOAA, EPA and the National Weather Service in
the area of air pollution forecasting.”
— Lisa L. Landry, air dispersion modeler
New Hampshire Department of Environmental Services |
Increased
Popularity of Air Quality Forecasts
Over
the past decade, more state and local agencies have begun to make air
quality forecasts to alert the public to pollution conditions. Today,
more than 300 cities nationwide are issuing air quality alerts. Many for
the first time are able to take advantage of the kind of high-powered
national forecasting technology and guidance that supports local weather
forecasts, by using NOAA’s new air quality forecast guidance, along
with real-time observations of weather and air quality, as a principal
tool to guide their forecasts.
Air quality
agencies are the local authorities with the responsibility — and
in some cases the mandate — to predict and communicate local air
quality information to the public, encourage voluntary actions and issue
health advisories. The air
quality forecast guidance being produced by NOAA/EPA helps local air
quality forecasters by providing detailed hour-by-hour predictions, at
high spatial resolution, of ground-level ozone across their communities.
In other words, the NOAA/EPA partnership provides more sophisticated tools
and advances the power of air quality forecasting. For localities that
are already forecasting air quality, the NOAA forecasting guidance improves
forecasters’ ability to predict the onset, severity and duration
of poor air quality. For other communities, the NOAA/EPA air quality forecasting
guidance represents the first time that air quality predictions have been
available in their area.
Benefits
of Air Quality Forecasting
For
many individuals — especially children, outdoor workers and those
who suffer from asthma and other respiratory/cardiovascular problems —
knowing forecasted levels of pollution can make a significant difference
in the quality of their lives and how they plan their daily activities.
Other stakeholders, such as environmental policy makers and resource managers,
also use air quality forecast guidance to reduce health impacts, support
effective decision-making, better manage emissions reduction programs,
anticipate visibility degradation and develop other environmental protection
steps.
NOAA’s
Air Quality Forecasting Guidance Capabilities
NOAA’s
air quality forecasting guidance capabilities can best be described as
a linked numerical prediction system encompassing the methods, tools and
models that are used to provide predictions of air quality conditions
that are then used by forecasters to produce a final air quality forecast.
It is more than just a national air quality model since it includes the
information that goes into the forecast model (i.e., longer-term improvements,
climatological information, real-time weather information and some real-time
emissions data); product generation, delivery and verification; and outreach/feedback
links. Unlike previous/other air quality forecasts, which primarily provide
a single-value worst-case next-day air quality forecast for a single city
based on simple statistical techniques, NOAA’s air quality guidance
gives information for those in cities — and suburbs alike, for all
hours of the day/night — so all individuals (especially those at
risk) can plan their activities to avoid exposure to poor air quality.
This information
is on NOAA’s operational dataservers,
providing information about the onset, severity and duration of poor air
quality currently to more than 180 million people (including the general
public and state and local air quality forecasters). This information,
converted to EPA’s health-based Air Quality Index (AQI), is also
available on EPA’s AIRNow Web site.
These expanded forecasts are the next step toward providing air quality
forecast information nationwide.
The
First Step in Developing National Air Quality Forecasting Capabilities
Following
Congressional direction, the NOAA National Weather Service began developing
and testing its national air quality forecast guidance capabilities during
2003. Specifically, the NOAA National Weather Service (in collaboration
with NOAA Ocean and Atmospheric
Research) began integrating and testing an air quality forecast model
system as a first step towards planned operational deployment of air quality
guidance over the Northeastern United States in September 2004.
The
prototype air quality forecast capability linked a version of the Community
Multiscale Air Quality model (CMAQ), developed by NOAA/EPA researchers,
with the Eta mesoscale weather
prediction model, running on the NOAA
National Center for Environmental Prediction’s operational Central
Computing System. The CMAQ model simulates various chemical and physical
processes that are important for modeling atmospheric trace gas transport,
transformations and distributions. Input data for the air quality forecast
capability included NOAA National Weather Service weather data (meteorological
information such as current and predicted temperature, humidity, winds,
cloudiness and precipitation), as well as EPA
national emissions inventory and monitoring data, as per NOAA-EPA
agreements signed by DOC and EPA in May
of 2003. This guidance, issued twice daily (at 9:00 a.m. and 1:30
p.m. EDT) serves as a standard tool, ultimately nationwide, for public,
private, state and local forecasters who provide tailored air quality
forecasts for their communities, in terms of EPA’s health-based
air quality index. Hour-by-hour ground-level ozone predictions are provided
through midnight next-day, at 12 km grid resolution. Graphical forecast
guidance products are also provided at 5km grid resolution, with zoom
and tabular data display features. In the initial stage, the numerical
air quality forecast predictions provided next-day forecast guidance for
the northeastern United States, as the first step of what will continue
to grow, over the next several years, into a national operational air
quality forecast capability. (Click NOAA image for larger view
of major model components in the national air quality forecast capability.
Click here for high resolution
version, which is a large file. Please credit “NOAA.”)
Expansion
of Air Quality Forecast System in 2005
The
following summer, experimental ozone predictions were tested over a domain
about three times larger than the initial capability. Improvements in
emissions estimates, atmospheric transport simulation, and model linkage
were tested in the experimental system, to achieve the required accuracy
in real-time ground-level ozone predictions over the larger domain. In
August 2005, deployment readiness criteria had been demonstrated, and
NOAA expanded and enhanced the air quality forecasts produced operationally
to serve the entire eastern part of the United States. Forecast information
for ground-level ozone that was previously only available for the northeastern
United States now included areas from just east of the Rocky Mountains
to the Atlantic and Gulf coasts (i.e., Alabama, Arkansas, Florida, Georgia,
Iowa, Kansas, Louisiana, Minnesota, Mississippi, Missouri, Nebraska, North
Dakota, Oklahoma, South Dakota and Texas). (Click NOAA image for
larger view of the flow chart showing the transition to operations for
the national air quality forecast capability. Click here
for high resolution version, which is a large file. Please credit “NOAA.”)
The
Future of the National Air Quality Forecast Capability
In
order to expand air quality guidance capability across the entire nation,
additional testing and model improvements are necessary. This summer,
NOAA is testing ground-level ozone predictions, on an experimental basis,
over all of the lower forty-eight states. Other upgrades to the operational
system now running over the Eastern United States, in addition to incremental
improvements to optimize model accuracy and performance, include transitioning
the capability from using the Eta to the Weather Research and Forecast
(WRF) mesoscale weather model system (2006), and improving the simulations
of vertical mixing and chemical boundary conditions. Information on additional
chemical species — emissions, transformations, and transport/deposition
— must be included to extend the capability from predictions of
ozone to airborne particulate matter forecasts (planned initial deployment
over northeastern United States by 2012). Forecast intervals will be extended
to a second-day and beyond, when the air quality model system achieves
sufficient forecast accuracy within the constraints of computing resources
and available run-time. Finally, additional pollutants will be added to
the forecasts. The timing for these upgrades is contingent on successful
pilot demonstrations and on funding availability.
Air
Quality Forecast Guidance: Product Description
Maps
of predicted ground-level ozone concentration are available as air quality
forecasting guidance products on NOAA’s
National Digital Guidance Database. Display options allow users to
access the information with zoom-in or tabular listing features. As mentioned
above, the guidance, issued twice daily, provides ground-level ozone predictions
at hourly intervals through midnight next-day, at 12 km grid resolution.
The guidance, converted to EPA’s health-based Air Quality Index,
is also displayed on EPA’s
AIRNow Web site. Public comments and suggestions on this new forecast
tool are encouraged. (Click NOAA image for larger view of the
national air quality forecast capability product. Please credit “NOAA.”)
Continuing
Research for the National Air Quality Forecast Capability
The
key to the national air quality forecast capability is the partnership
of NOAA and EPA scientists, especially those at the NOAA National
Center for Environmental Prediction (NOAA National Weather Service),
NOAA Air Resources Laboratory and
NOAA
Earth System Research Laboratory (both part of NOAA
Oceanic and Atmospheric Research) and EPA’s
Office of Research and Development. Together, they have successfully
improved air quality prediction science and advance computer modeling
technology, enabling the NOAA National Weather Service to simulate atmospheric
conditions using data provided by EPA.
NOAA
scientists have a long tradition of air quality research, analyzing the
processes involved in creating, transporting and removing pollutant species
in the atmosphere, with both observational and theoretical approaches.
They also conduct periodic field campaigns (i.e., regional air quality
assessments) to focus investigation on regions where NOAA research can
help decision makers address specific air quality problems.
NOAA air
quality researchers are working closely with the team building NOAA's
air quality forecast capability to advance the science needed to expand
the capability — from predictions of ground-level ozone over a limited
domain to include the entire nation, and to include particulate matter
with required accuracy and lead-time. They continue to improve simulations
of atmospheric processes involved in the build-up of ground-level ozone,
while expanding the simulations in operational prototypes to include the
many more chemical pollutant species that directly, or through reactions
in the atmosphere, makeup airborne particulate matter. NOAA scientists,
in collaboration with peers in academia and other public and private institutions,
are also investigating ways to include emissions information from a broader
range of sources than are currently used to predict ozone: such as from
episodic emissions from large fires and dust storms.
Development
of a Smoke Forecast Guidance Tool
As
a component of the eventual quantitative particulate matter forecast capability,
NOAA has been testing experimentally (as of March 28, 2006) a daily smoke
forecast tool. For this tool, the NOAA
National Environmental Satellite and Data Information Service provides
fire locations of active fires using complex satellite-based imaging techniques.
Smoke transported from these fires is simulated with a computer model
called HYSPLIT
linked to the NOAA National Weather Service’s operational weather
forecast models. Predictions of the smoke’s location and movement
are updated each morning and provided on a NOAA
National Weather Service Web site. Satellite imagery, primarily from
GOES, is being
used for verification of predicted smoke transport. If testing proves
successful, the smoke guidance forecast tool could be deployed operationally
in the fall of 2006. (Click NOAA image for larger view of sample
smoke forecast guidance. Click here
for high resolution version, which is a large file. Please credit “NOAA.”)
Smoke from
large fires is an important component of fine particle pollution, which
is responsible for an estimated 40,000 premature deaths each year. State
and local air quality forecasters will be able to use the smoke —
as well as operational air quality — forecast guidance when they
prepare their forecasts or issue local alerts for their communities. The
public, especially those with greater sensitivity to poor air quality,
will be able to see hour-by-hour trends for the entire nation and take
appropriate actions.
Relevant
Web Sites
NOAA Air Quality
Theme Page
Air
Quality Forecast Guidance Capabilities Fact Sheet
NOAA
Program Charter for Air Quality
NOAA
CROSS-CUTTING TEAM WINS SILVER MEDAL FOR AIR QUALITY FORECASTING
NOAA’S
NATIONAL WEATHER SERVICE TRANSITIONS AIR QUALITY FORECAST GUIDANCE INTO
OPERATIONS
NOAA,
EPA LAUNCH AIR QUALITY AWARENESS DAYS
NOAA
AND EPA EXTEND REACH OF AIR QUALITY FORECASTS
NOAA/EPA
ENHANCED CAPABILITIES OF AIR QUALITY FORECAST IN NORTHEASTERN U.S. NOW
OPERATIONAL
NATIONAL
WEATHER SERVICE PRODUCT MEANS BETTER AIR QUALITY WARNINGS FOR THE NORTHEASTERN
U.S.
EPA
& NOAA JOIN FORCES TO ENHANCE AND EXTEND AIR QUALITY FORECASTS
Media
Contact:
NOAA
Weather Service Public Affairs, (301) 713-0622
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