Improving Emission Inventories for
Effective Air-Quality Management
Across North America: a narsto Assessment

David Mobley, US Environmental Protection Agency — Marc Deslauriers, Environment Canada — Leonora Rojas-Brachos, Mexico Institute for National Ecology

NARSTO

i A multi-stakeholder, public-private partnership of
government, private sector, & academia across
Canada, Mexico, & U.S.

I Carries out periodic, policy-relevant science
assessments on air pollutants and air pollution
issues.

Emission Inventory
Assessment

NARSTO's PM Assessment, Ozone Assessment, and
Emission Inventory Workshop indicated that an
Emission Inventory Assessment could be necessary
and beneficial.

! Acknowledged that emission inventories will continue to be important in

air quality management activities and decision making.

! Acknowledged that emission inventories need improvement and that a

quantum leap is needed in tools and techniques.

1 Recognized that NARSTO community needs to help bring about the
ne ede d improvement.

Objectives:

u To promote efficient and effective use of current inventories;
a To set the stage for improving future emission inventories; and

•	To establish a roadmap for the future.

Audience:

a Decision makers, who are responsible for selecting among multiple
technologies and pathways for emission-inventory research,
development, and application

¦	Users of emission inventories

o	Policy analysts, policy pi anners, and poli cy implemcntcrs

o	Chemical-transport modelers

o	Field-campaign designers and practitioners

o	Community interest groups

o	Planners, regulators, and implementers of international agreements

a Developers of emission inventories

o	State-, provincial-, and local-agency developers in

o	Canada, the US, and Mexico

o	Makers of tools to derive emissions from process information

o	Makers of tools to measure emissions

Proposed Schedule:

•	Kickoff- 10/03 @ NARSTO EI Workshop
! Project Planning - 5 months - 03/04

15 Prepare Draft - 6 months - 09/04

¦	NARSTO & Public Peer Review - 10/04

¦	Revisions - 2 months - 01/14/05

E External Peer Review - 01/15-02/15/05

¦	Revisions - 2 months -04/11/05

Presentation at NARSTO Executive Assembly - 04/11/05
1 & EPA Emission Inventory Conference ~ 04/12/05
s Final Report & Presentation at AWM A Meeting - 06/22/05
Report Outline:

1.	Introduction, background and objectives

2.	Vision for emission inventory programs

3.	Current status of North American emission inventories

4.	Tools for developing emission inventories

5.	Strengths, weaknesses, and lessons learned

6.	Evolving technology and methods

7.	Top-down assessments of emission inventories

8.	Uncertainty and sensitivity analysis

9.	Recommendations and conclusions

Key Findings and Recommendations

1. Address Priority Emission Inventory Needs

¦	Comparisons of national emission inventories with ambient
measurements and other independent measures indicate that
emission inventories for certain source categories and pollutants,
particularly gaseous emissions from electric utilities in the United
States, are well characterized and reported. Emission inventories for
other source categories and pollutants are much more uncertain. Of
particular concern are nonpoint sources including fugitive classes
and transportation, sources of organic compounds, carbonaceous
PM, ammonia, and hazardous air pollutants.

Recommendation

¦	Focus immediate measurement and development efforts on areas of
greatest known uncertainty within current emission inventories.
Systematically continue to improve emission inventories by applying
sensitivity and uncertainty analyses and by comparing them to
independent sources of measured data. Such comparisons will help
identify subsequent improvement priorities.

¦	Size-segregated, speciated emissions of fine particles and their
precursors, including black and organic carbon emissions

¦	Toxic and hazardous air pollutants

¦	Emissions from onroad motor vehicles

Speciated, spatially and temporally resolved emissions of organic
compounds from biogenic sources

¦	Emissions from off-road mobile sources including farm and
construction equipment aircraft and airport ground equipment,
commercial marine facilities, and locomotives

¦	Emissions from open biomass burning, including agricultural and
forest prescribed burning, wildfires, andresidentiafbackyard
burning

¦	Residential wood combustion, including woodstoves and fireplaces

¦	Paved and unpaved road dust

2. Improve Emission Inventory Speciation
Estimates

¦	Contemporary air quality issues such as PM and ozone
nonattainment and identification of "hot spots" of HAP
concentrations require detailed information about the species being
emitted from sources.

Recommendation

¦	Develop new and improve existing source speciation profiles and
emission factors plus the related activity data needed to more
accurately estimate speciated emissions for particulate matter and its
precursors, volatile organic compounds, and air toxics.

3. Improve Existing and Develop New
Emission Inventory Tools

¦	Technical advances in instrumentation and computation have
allowed measurements and analyses that were not previously
possible; continuing development of these and other technologies is
likely to further improve emission inventory measurements and
analyses. Improvements in modeling and data processing
capabilities provide the basis for more detailed and more accurate
emission models and processors.

Recomm endation

¦	Continue the development of new and existing measurement and
analysis technologies to enable expanded measurements of
emissions and ambient concentrations. Apply these technologies in
developing emission model and processor capabilities to allow
models to more closely approximate actual emissions.

Emission Inventory Process

Steering Committee

Miclael Benjamin CARB
Kevin Black, DOTFHWA
GanyBrook^ ERG

¦ DftidMjbley, EPA/NERL*#



¦	TimParlinUSDA

¦	DsvidPanisli NOAA#

Paula Fields, ERG

¦	Bill Peraell, NARSTO

¦	nSSsteSsBrac^Kfexico

¦	Gene Tiemej; EPAJOTAQ

. ;f*7 - 1

¦ RjgaWest^MeghenyCo

Bill Kuykeidal, EPAADAQF5

™tTCState

h

Databases fc

Source
Activity Level

Enhancements and Improvements

Prelimina^ States/Provinces	Improved

.Emission:	and Other	Emission

Inventoiyfor	Stakeholders	Inventory for I Speciation

4. Quantify and Report Uncertainty

¦	The emission inventories, processors and models of Canada, the United
States, and Mexico are poorly documented for uncertainties; as a result, the
reliability of the emission estimates cannot be quantified.

R ecommendation

¦	Develop guidance, measures, and techniques to improve uncertainly
quantification, and include measures of uncertainty (including variability) as
a standard part of reported emission inventory data.

5. Increase Emission Inventory Compatibility and
Comparability

¦	There are numerous emission inventories developed by different
organizations for different purposes and covering different spatial domains.
Although there have been substantial improvements in reporting national
emission inventories in a mutually consistent way by categories, estimation
methods, and chemical constituents, further efforts are needed to make these
diverse emission inventories more comparable across organizations,
purposes, and geographies and time periods.

R ecommendation

¦	Define and implement standards for emission inventory structure, data
documentation, and data reporting for North American emission inventories.

6. Improve User Accessibility

¦	The accessibility of emission inventories or emission models is presently
very limited because of the sheer size of the databases, and the cumbersome
manner in which the data have been reported and archived. Improved
accessibility to emission data is critical to meet the diverse needs of the user
community.

R ecommendation

¦	Improve user accessibility to emission inventory data, documentation, and
emission inventory models through the Internet or other electronic formats.

7. Improve Timeliness

¦	Timely and historically consistent emission inventories are crucial elements
for stakeholders to assess current conditions and estimate progress in
improving air qualify.

R ecommendation

¦	Create and support a process for preparing and reporting national emission
inventory data on a yearly basis.

8. Assess and Improve Emission Projections

¦	Emission projections are critical to developing control strategies for attaining
air quality standards and goals and for evaluating future year impacts
associated with national rulemakings.

Recommendation

¦	Emission projection methodologies for all emission inventory sectors in
North America should be evaluated to determine the accuracy of past
projections and identify areas of improvement for future projections.

Implementation of Recommendations:

Finding

¦	Emission inventory programs need significant additional
resources across all stakeholders over an extended period of time
to enhance tools and techniques and expertise.

Recommen dation:

¦	Increase resource allocations for emission inventories in the
range from double to an order of magnitude of current
investments; develop detailed plans and cost estimates to
implement the recommendations.

Summary

i NARSTO's Ozone and Particulate Matter
Assessments and the NARSTO Emission
Inventory Workshop provide significant
recommendations for emission inventory
enhancement.

i NARSTO Emission Inventory Assessment will
provide basis to impact emission inventory
activities in the future for enhanced quality,
timeliness, and cost.

i Support from stakeholders is needed to make
this happen!

i For more information and a copy of the current
draft, reference: http://www.cgenv.com/narsto.

Disclaimer:

Although this work was reviewed by EPA and approved for publication,
it may not necessarily reflect official Agency policy.



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