National Ambient Air Quality Standards for Ozone, 16436-16514 [E8-5645]
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16436
Federal Register / Vol. 73, No. 60 / Thursday, March 27, 2008 / Rules and Regulations
Environmental Impacts Division, Office
of Air Quality Planning and Standards,
U.S. Environmental Protection Agency,
Mail Code C504–06, Research Triangle
Park, NC 27711; telephone: 919–541–
5288; fax: 919–541–0237; e-mail:
mckee.dave@epa.gov.
SUPPLEMENTARY INFORMATION:
ENVIRONMENTAL PROTECTION
AGENCY
40 CFR Parts 50 and 58
[EPA–HQ–OAR–2005–0172; FRL–8544–3]
RIN 2060–AN24
National Ambient Air Quality
Standards for Ozone
Environmental Protection
Agency (EPA).
ACTION: Final rule.
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AGENCY:
SUMMARY: Based on its review of the air
quality criteria for ozone (O3) and
related photochemical oxidants and
national ambient air quality standards
(NAAQS) for O3, EPA is making
revisions to the primary and secondary
NAAQS for O3 to provide requisite
protection of public health and welfare,
respectively. With regard to the primary
standard for O3, EPA is revising the
level of the 8-hour standard to 0.075
parts per million (ppm), expressed to
three decimal places. With regard to the
secondary standard for O3, EPA is
revising the current 8-hour standard by
making it identical to the revised
primary standard. EPA is also making
conforming changes to the Air Quality
Index (AQI) for O3, setting an AQI value
of 100 equal to 0.075 ppm, 8-hour
average, and making proportional
changes to the AQI values of 50, 150
and 200.
DATES: This final rule is effective on
May 27, 2008.
ADDRESSES: EPA has established a
docket for this action under Docket ID
No. EPA–HQ–OAR–2005–0172. All
documents in the docket are listed on
the www.regulations.gov Web site.
Although listed in the index, some
information is not publicly available,
e.g., confidential business information
or other information whose disclosure is
restricted by statute. Certain other
material, such as copyrighted material,
is not placed on the Internet and will be
publicly available only in hard copy
form. Publicly available docket
materials are available either
electronically through
www.regulations.gov or in hard copy at
the Air and Radiation Docket and
Information Center, EPA/DC, EPA West,
Room 3334, 1301 Constitution Ave.,
NW., Washington, DC. This Docket
Facility is open from 8:30 a.m. to 4:30
p.m., Monday through Friday, excluding
legal holidays. The Docket telephone
number is 202–566–1742. The
telephone number for the Public
Reading Room is 202–566–1744.
FOR FURTHER INFORMATION CONTACT: Dr.
David J. McKee, Health and
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Table of Contents
The following topics are discussed in this
preamble:
I. Background
A. Summary of Revisions to the O3 NAAQS
B. Legislative Requirements
C. Review of Air Quality Criteria and
Standards for O3
D. Summary of Proposed Revisions to the
O3 NAAQS
E. Organization and Approach to Final
Decision on O3 NAAQS
II. Rationale for Final Decision on the
Primary O3 Standard
A. Introduction
1. Overview
2. Overview of Health Effects
3. Overview of Human Exposure and
Health Risk Assessments
B. Need for Revision of the Current
Primary O3 Standard
1. Introduction
2. Comments on the Need for Revision
3. Conclusions Regarding the Need for
Revision
C. Conclusions on the Elements of the
Primary O3 Standard
1. Indicator
2. Averaging Time
3. Form
4. Level
D. Final Decision on the Primary O3
Standard
III. Communication of Public Health
Information
IV. Rationale for Final Decision on the
Secondary O3 Standard
A. Introduction
1. Overview
2. Overview of Vegetation Effects Evidence
3. Overview of Biologically Relevant
Exposure Indices
4. Overview of Vegetation Exposure and
Risk Assessments
B. Need for Revision of the Current
Secondary O3 Standard
1. Introduction
2. Comments on the Need for Revision
3. Conclusions Regarding the Need for
Revision
C. Conclusions on the Secondary O3
Standard
1. Staff Paper Evaluation
2. CASAC Views
3. Administrator’s Proposed Conclusions
4. Comments on the Secondary Standard
Options
5. Administrator’s Final Conclusions
D. Final Decision on the Secondary O3
Standard
V. Creation of Appendix P—Interpretation of
the NAAQS for O3
A. General
B. Data Completeness
C. Data Reporting and Handling and
Rounding Conventions
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VI. Ambient Monitoring Related to Revised
O3 Standards
VII. Implementation and Related Control
Requirements
A. Future Implementation Steps
1. Designations
2. State Implementation Plans
3. Trans-boundary Emissions
4. Monitoring Requirements
B. Related Control Requirements
VIII. Statutory and Executive Order Reviews
A. Executive Order 12866: Regulatory
Planning and Review
B. Paperwork Reduction Act
C. Regulatory Flexibility Act
D. Unfunded Mandates Reform Act
E. Executive Order 13132: Federalism
F. Executive Order 13175: Consultation
and Coordination With Indian Tribal
Governments
G. Executive Order 13045: Protection of
Children From Environmental Health &
Safety Risks
H. Executive Order 13211: Actions That
Significantly Affect Energy Supply,
Distribution or Use
I. National Technology Transfer and
Advancement Act
J. Executive Order 12898: Federal Actions
to Address Environmental Justice in
Minority Populations and Low-Income
Populations
K. Congressional Review Act
References
I. Background
A. Summary of Revisions to the O3
NAAQS
Based on its review of the air quality
criteria for O3 and related
photochemical oxidants and national
ambient air quality standards (NAAQS)
for O3, EPA is making revisions to the
primary and secondary NAAQS for O3
to provide protection of public health
and welfare, respectively, that is
appropriate under section 109, and is
making corresponding revisions in data
handling conventions for O3.
With regard to the primary standard
for O3, EPA is revising the level of the
8-hour standard to a level of 0.075 parts
per million (ppm), to provide increased
protection for children and other ‘‘at
risk’’ populations against an array of O3related adverse health effects that range
from decreased lung function and
increased respiratory symptoms to
serious indicators of respiratory
morbidity including emergency
department visits and hospital
admissions for respiratory causes, and
possibly cardiovascular-related
morbidity as well as total nonaccidental
and cardiorespiratory mortality. EPA is
specifying the level of the primary
standard to the nearest thousandth ppm.
With regard to the secondary standard
for O3, EPA is revising the standard by
making it identical to the revised
primary standard.
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Federal Register / Vol. 73, No. 60 / Thursday, March 27, 2008 / Rules and Regulations
B. Legislative Requirements
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Two sections of the Clean Air Act
(CAA) govern the establishment and
revision of the NAAQS. Section 108 (42
U.S.C. 7408) directs the Administrator
to identify and list ‘‘air pollutants’’
emissions of which ‘‘in his judgment,
cause or contribute to air pollution
which may reasonably be anticipated to
endanger public health or welfare,’’
whose ‘‘presence * * * in the ambient
air results from numerous or diverse
mobile or stationary sources,’’ and for
which the Administrator plans to issue
air quality criteria, and to issue air
quality criteria for those that are listed.
Air quality criteria are to ‘‘accurately
reflect the latest scientific knowledge
useful in indicating the kind and extent
of identifiable effects on public health
or welfare which may be expected from
the presence of [a] pollutant in ambient
air, in varying quantities * * *.’’
Section 109 (42 U.S.C. 7409) directs the
Administrator to propose and
promulgate ‘‘primary’’ and ‘‘secondary’’
NAAQS for pollutants listed under
section 108. Section 109(b)(1) defines a
primary standard as one ‘‘the attainment
and maintenance of which in the
judgment of the Administrator, based on
such criteria and allowing an adequate
margin of safety, are requisite to protect
the public health.’’ 1 A secondary
standard, as defined in section
109(b)(2), must ‘‘specify a level of air
quality the attainment and maintenance
of which in the judgment of the
Administrator, based on such criteria, is
requisite to protect the public welfare
from any known or anticipated adverse
effects associated with the presence of
[the] pollutant in the ambient air.’’ 2
The requirement that primary
standards provide an adequate margin
of safety was intended to address
uncertainties associated with
inconclusive scientific and technical
information available at the time of
standard setting. It was also intended to
provide a reasonable degree of
protection against hazards that research
has not yet identified. Lead Industries
1 The legislative history of section 109 indicates
that a primary standard is to be set at ‘‘the
maximum permissible ambient air level * * *
which will protect the health of any [sensitive]
group of the population,’’ and that for this purpose
‘‘reference should be made to a representative
sample of persons comprising the sensitive group
rather than to a single person in such a group’’ [S.
Rep. No. 91–1196, 91st Cong., 2d Sess. 10 (1970)].
2 Welfare effects as defined in section 302(h) (42
U.S.C. 7602(h)) include, but are not limited to,
‘‘effects on soils, water, crops, vegetation, manmade
materials, animals, wildlife, weather, visibility and
climate, damage to and deterioration of property,
and hazards to transportation, as well as effects on
economic values and on personal comfort and wellbeing.’’
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Association v. EPA, 647 F.2d 1130, 1154
(DC Cir 1980), cert. denied, 449 U.S.
1042 (1980); American Petroleum
Institute v. Costle, 665 F.2d 1176, 1186
(DC Cir. 1981), cert. denied, 455 U.S.
1034 (1982). Both kinds of uncertainties
are components of the risk associated
with pollution at levels below those at
which human health effects can be said
to occur with reasonable scientific
certainty. Thus, in selecting primary
standards that provide an adequate
margin of safety, the Administrator is
seeking not only to prevent pollution
levels that have been demonstrated to be
harmful but also to prevent lower
pollutant levels that may pose an
unacceptable risk of harm, even if the
risk is not precisely identified as to
nature or degree. The CAA does not
require the Administrator to establish a
primary NAAQS at a zero-risk level or
at background concentration levels, see
Lead Industries Association v. EPA, 647
F.2d at 1156 n. 51, but rather at a level
that reduces risk sufficiently so as to
protect public health with an adequate
margin of safety.
The selection of any particular
approach to providing an adequate
margin of safety is a policy choice left
specifically to the Administrator’s
judgment. Lead Industries Association
v. EPA, 647 F.2d at 1161–62. In
addressing the requirement for an
adequate margin of safety, EPA
considers such factors as the nature and
severity of the health effects involved,
the size of the population(s) at risk, and
the kind and degree of the uncertainties
that must be addressed.
In setting standards that are
‘‘requisite’’ to protect public health and
welfare, as provided in section 109(b),
EPA’s task is to establish standards that
are neither more nor less stringent than
necessary for these purposes. Whitman
v. America Trucking Associations, 531
U.S. 457, 473. Further the Supreme
Court ruled that ‘‘[t]he text of § 109(b),
interpreted in its statutory and historical
context and with appreciation for its
importance to the CAA as a whole,
unambiguously bars cost considerations
from the NAAQS–setting process
* * *’’ Id. at 472.3
Section 109(d)(1) of the CAA requires
that ‘‘not later than December 31, 1980,
and at 5-year intervals thereafter, the
Administrator shall complete a
3 In considering whether the CAA allowed for
economic considerations to play a role in the
promulgation of the NAAQS, the Supreme Court
rejected arguments that because many more factors
than air pollution might affect public health, EPA
should consider compliance costs that produce
health losses in setting the NAAQS. 531 U.S. at 466.
Thus, EPA may not take into account possible
public health impacts from the economic cost of
implementation. Id.
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thorough review of the criteria
published under section 108 and the
national ambient air quality standards
* * * and shall make such revisions in
such criteria and standards and
promulgate such new standards as may
be appropriate in accordance with
section 108 and [109(b)].’’ Section
109(d)(2) requires that an independent
scientific review committee ‘‘shall
complete a review of the criteria * * *
and the national primary and secondary
ambient air quality standards * * * and
shall recommend to the Administrator
any new * * * standards and revisions
of existing criteria and standards as may
be appropriate under section 108 and
[section 109(b)].’’ This independent
review function is performed by the
Clean Air Scientific Advisory
Committee (CASAC) of EPA’s Science
Advisory Board.
C. Review of Air Quality Criteria and
Standards for O3
Ground-level O3 is formed from
biogenic and anthropogenic precursor
emissions. Naturally occurring O3 in the
troposphere can result from biogenic
organic precursors reacting with
naturally occurring nitrogen oxides
(NOX) and by stratospheric O3 intrusion
into the troposphere. Anthropogenic
precursors of O3, specifically NOX and
volatile organic compounds (VOC),
originate from a wide variety of
stationary and mobile sources. Ambient
O3 concentrations produced by these
emissions are directly affected by
temperature, solar radiation, wind speed
and other meteorological factors.
The last review of the O3 NAAQS was
completed on July 18, 1997, based on
the 1996 O3 Air Quality Criteria
Document (EPA, 1996a) and 1996 O3
Staff Paper (EPA, 1996b). EPA revised
the primary and secondary O3 standards
on the basis of the then latest scientific
evidence linking exposures to ambient
O3 to adverse health and welfare effects
at levels allowed by the 1-hour average
standards (62 FR 38856). The O3
standards were revised by replacing the
existing primary 1-hour average
standard with an 8-hour average O3
standard set at a level of 0.08 ppm,
which is equivalent to 0.084 ppm using
the standard rounding conventions. The
form of the primary standard was
changed to the annual fourth-highest
daily maximum 8-hour average
concentration, averaged over 3 years.
The secondary O3 standard was changed
by making it identical in all respects to
the revised primary standard.
EPA initiated this current review in
September 2000 with a call for
information (65 FR 57810) for the
development of a revised Air Quality
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Federal Register / Vol. 73, No. 60 / Thursday, March 27, 2008 / Rules and Regulations
Criteria Document for O3 and Other
Photochemical Oxidants (henceforth the
‘‘Criteria Document’’). A project work
plan (EPA, 2002) for the preparation of
the Criteria Document was released in
November 2002 for CASAC O3 Panel 4
(henceforth, ‘‘CASAC Panel’’) and
public review. EPA held a series of
workshops in mid-2003 on several draft
chapters of the Criteria Document to
obtain broad input from the relevant
scientific communities. These
workshops helped to inform the
preparation of the first draft Criteria
Document (EPA, 2005a), which was
released for CASAC Panel and public
review on January 31, 2005; a CASAC
Panel meeting was held on May 4–5,
2005 to review the first draft Criteria
Document. A second draft Criteria
Document (EPA, 2005b) was released for
CASAC Panel and public review on
August 31, 2005, and was discussed
along with a first draft Staff Paper (EPA,
2005c) at a CASAC Panel meeting held
on December 6–8, 2005. In a February
16, 2006 letter to the Administrator, the
CASAC Panel offered final comments on
all chapters of the Criteria Document
(Henderson, 2006a), and the final
Criteria Document (EPA, 2006a) was
released on March 21, 2006. In a June
8, 2006 letter (Henderson, 2006b) to the
Administrator, the CASAC Panel offered
additional advice to the Agency
concerning chapter 8 of the final Criteria
Document (Integrative Synthesis) to
help inform the second draft Staff Paper.
A second draft Staff Paper (EPA,
2006b) was released on July 17, 2006
and reviewed by the CASAC Panel on
August 24 and 25, 2006. In an October
24, 2006 letter to the Administrator,
CASAC Panel provided advice and
recommendations to the Agency
concerning the second draft Staff Paper
(Henderson, 2006c). A final Staff Paper
(EPA, 2007a) was released on January
31, 2007. Around the time of the release
of the final Staff Paper in January 2007,
EPA discovered a small error in the
exposure model that when corrected
resulted in slight increases in the
human exposure estimates. Since the
exposure estimates are an input to the
lung function portion of the health risk
assessment, this correction also resulted
in slight increases in the lung function
risk estimates as well. The exposure and
risk estimates discussed in this final
rule reflect the corrected estimates, and
thus are slightly different than the
exposure and risk estimates cited in the
4 The CASAC O Review Panel includes the seven
3
members of the chartered CASAC, supplemented by
fifteen subject-matter experts appointed by the
Administrator to provide additional scientific
expertise relevant to this review of the O3 NAAQS.
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January 31, 2007 Staff Paper.5 In a
March 26, 2007 letter (Henderson,
2007), the CASAC Panel offered
additional advice to the Administrator
with regard to recommendations and
revisions to the primary and secondary
O3 NAAQS.
The schedule for completion of this
review has been governed by a consent
decree resolving a lawsuit filed in
March 2003 by a group of plaintiffs
representing national environmental
and public health organizations,
alleging that EPA had failed to complete
the current review within the period
provided by statute.6 The modified
consent decree that currently governs
this review provides that EPA sign for
publication notices of proposed and
final rulemaking concerning its review
of the O3 NAAQS no later than June 20,
2007 and March 12, 2008, respectively.
The proposed decision (henceforth
‘‘proposal’’) was signed on June 20,
2007 and published in the Federal
Register on July 11, 2007.
A large number of comments were
received from various commenters on
the proposed revisions to the O3
NAAQS. Significant issues raised in the
public comments are discussed
throughout the preamble of this final
action. A comprehensive summary of all
significant comments, along with EPA’s
responses (henceforth ‘‘Response to
Comments’’), can be found in the docket
for this rulemaking.
Various commenters have referred to
and discussed a number of new
scientific studies on the health effects of
O3 that had been published recently and
therefore were not included in the
Criteria Document (EPA, 2006a,
henceforth ‘‘Criteria Document).7 EPA
has provisionally considered any
significant ‘‘new’’ studies, including
those submitted during the public
comment period. The purpose of this
effort was to ensure that the
Administrator was fully aware of the
‘‘new’’ science before making a final
5 EPA made available corrected versions of the
final Staff Paper (EPA, 2007b, henceforth, ‘‘Staff
Paper’’) and the human exposure and health risk
assessment technical support documents on July 31,
2007 on the EPA Web site https://www.epa.gov/ttn/
naaqs.
6 American Lung Association v. Whitman (No.
1:03CV00778, D.D.C. 2003).
7 For ease of reference, these studies will be
referred to as ‘‘new’’ studies or ‘‘new’’ science,
using quotation marks around the word new.
Referring to studies that were published too
recently to have been included in the 2004 Criteria
Document as ‘‘new’’ studies is intended to clearly
differentiate such studies from those that have been
published since the last review and are included in
the 2004 Criteria Document (these studies are
sometimes referred to as new (without quotation
marks) or more recent studies, to indicate that they
were not included in the 1996 Criteria Document
and thus are newly available in this review.
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decision on whether to revise the
current O3 NAAQS. EPA provisionally
considered these studies to place their
results in the context of the findings of
the Criteria Document.
As in prior NAAQS reviews, EPA is
basing its decision in this review on
studies and related information
included in the Criteria Document and
Staff Paper, which have undergone
CASAC and public review. The studies
assessed in the Criteria Document, and
the integration of the scientific evidence
presented in that document, have
undergone extensive critical review by
EPA, CASAC, and the public during the
development of the Criteria Document.
The rigor of that review makes these
studies, and their integrative
assessment, the most reliable source of
scientific information on which to base
decisions on the NAAQS, decisions that
all parties recognize as of great import.
NAAQS decisions can have profound
impacts on public health and welfare,
and NAAQS decisions should be based
on studies that have been rigorously
assessed in an integrative manner not
only by EPA but also by the statutorily
mandated independent advisory
committee, as well as the public review
that accompanies this process. As
described above, EPA’s provisional
consideration of these studies did not
and could not provide that kind of indepth critical review.
This decision is consistent with EPA’s
practice in prior NAAQS reviews. Since
the 1970 amendments, the EPA has
taken the view that NAAQS decisions
are to be based on scientific studies and
related information that have been
assessed as a part of the pertinent air
quality criteria, and has consistently
followed this approach. See 71 FR
61144, 61148 (October 17, 2006) (final
decision on review of PM NAAQS) for
a detailed discussion of this issue and
EPA’s past practice.
As discussed in EPA’s 1993 decision
not to revise the NAAQS for O3 ‘‘new’’
studies may sometimes be of such
significance that it is appropriate to
delay a decision on revision of a
NAAQS and to supplement the
pertinent air quality criteria so the
studies can be taken into account (58 FR
at 13013–13014, March 9, 1993). In the
present case, EPA’s provisional
consideration of ‘‘new’’ studies
concludes that, taken in context, the
‘‘new’’ information and findings do not
materially change any of the broad
scientific conclusions regarding the
health effects of O3 exposure made in
the Criteria Document. For this reason,
reopening the air quality criteria review
would not be warranted even if there
were time to do so under the court order
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governing the schedule for this
rulemaking. Accordingly, EPA is basing
the final decisions in this review on the
studies and related information
included in the O3 air quality criteria
that have undergone CASAC and public
review. EPA will consider the newly
published studies for purposes of
decision making in the next periodic
review of the O3 NAAQS, which will
provide the opportunity to fully assess
them through a more rigorous review
process involving EPA, CASAC, and the
public. Further discussion of these
‘‘new’’ studies can be found in the
Response to Comments document.
This action presents the
Administrator’s final decisions on the
review of the current primary and
secondary O3 standards. Throughout
this preamble a number of conclusions,
findings, and determinations made by
the Administrator are noted. They
identify the reasoning that supports this
final decision and are intended to be
final and conclusive.
D. Summary of Proposed Revisions to
the O3 NAAQS
For reasons discussed in the proposal,
the Administrator proposed to revise the
current primary and secondary O3
standards. With regard to the primary
O3 standard, the Administrator
proposed to revise the level of the 8hour O3 standard to a level within the
range of 0.070 ppm to 0.075 ppm, based
on a 3-year average of the fourth-highest
maximum 8-hour average concentration.
Related revisions for O3 data handling
conventions and for the reference
method for monitoring O3 were also
proposed. These revisions were
proposed to provide increased
protection for children and other ‘‘at
risk’’ populations against an array of O3related adverse health effects that range
from decreased lung function and
increased respiratory symptoms to
serious indicators of respiratory
morbidity, including emergency
department visits and hospital
admissions for respiratory causes, and
possibly cardiovascular-related
morbidity, as well as total nonaccidental
and cardiorespiratory mortality. EPA
also proposed to specify the level of the
primary standard to the nearest
thousandth ppm. EPA solicited
comment on alternative levels down to
0.060 ppm and up to and including
retaining the current 8-hour standard of
0.08 ppm (effectively 0.084 ppm using
current data rounding conventions).
With regard to the secondary standard
for O3, EPA proposed to revise the
current 8-hour standard with one of two
options to provide increased protection
against O3-related adverse impacts on
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vegetation and forested ecosystems. One
option was to replace the current
standard with a cumulative, seasonal
standard expressed as an index of the
annual sum of weighted hourly
concentrations, cumulated over 12
hours per day (8 am to 8 pm) during the
consecutive 3-month period within the
O3 season with the maximum index
value, set at a level within the range of
7 to 21 ppm-hours. The other option
was to make the secondary standard
identical to the proposed primary 8hour standard. EPA solicited comment
on specifying a cumulative, seasonal
standard in terms of a 3-year average of
the annual sums of weighted hourly
concentrations; on the range of
alternative 8-hour standard levels for
which comment was being solicited for
the primary standard, including
retaining the current secondary
standard, which is identical to the
current primary standard; and on an
alternative approach to setting a
cumulative, seasonal secondary
standard.
E. Organization and Approach to Final
O3 NAAQS Decisions
This action presents the
Administrator’s final decisions
regarding the need to revise the current
primary and secondary O3 standards.
Revisions to the primary standard for O3
are addressed below in section II, and a
discussion on communication of public
health information regarding revisions
to the primary O3 standard is presented
in section III. The secondary O3
standard is addressed below in section
IV. Related data completeness and data
handling and rounding conventions are
addressed in section V, and federal
reference methods for monitoring O3 are
addressed below in section VI. Future
implementation steps and related
control requirements are discussed in
section VII. A discussion of statutory
and executive order reviews is provided
in section VIII.
Today’s final decisions are based on
a thorough review in the Criteria
Document of scientific information on
known and potential human health and
welfare effects associated with exposure
to O3 at levels typically found in the
ambient air. These final decisions also
take into account: (1) Staff assessments
in the Staff Paper of the most policyrelevant information in the Criteria
Document as well as quantitative
exposure and risk assessments based on
that information; (2) CASAC Panel
advice and recommendations, as
reflected in its letters to the
Administrator, its discussions of drafts
of the Criteria Document and Staff Paper
at public meetings, and separate written
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16439
comments prepared by individual
members of the CASAC Panel; (3) public
comments received during the
development of these documents, either
in connection with CASAC Panel
meetings or separately; and (4) extensive
public comments received on the
proposed rulemaking.
II. Rationale for Final Decisions on the
Primary O3 Standard
A. Introduction
1. Overview
This section presents the
Administrator’s final decisions
regarding the need to revise the current
primary O3 NAAQS, and the
appropriate revision to the level of the
8-hour standard. As discussed more
fully below, the rationale for the final
decision on appropriate revisions to the
primary O3 NAAQS includes
consideration of: (1) Evidence of health
effects related to short-term exposures to
O3; (2) insights gained from quantitative
exposure and health risk assessments;
(3) public and CASAC Panel comments
received during the development and
review of the Criteria Document, Staff
Paper, exposure and risk assessments
and on the proposal notice.
In developing this rationale, EPA has
drawn upon an integrative synthesis of
the entire body of evidence 8 relevant to
examining associations between
exposure to ambient O3 and a broad
range of health endpoints (EPA, 2006a,
Chapter 8), focusing on those health
endpoints for which the Criteria
Document concluded that the
associations are causal or likely to be
causal. This body of evidence includes
hundreds of studies conducted in many
countries around the world. In its
assessment of the evidence judged to be
most relevant to decisions on elements
of the primary O3 standards, EPA has
placed greater weight on U.S. and
Canadian studies, since studies
conducted in other countries may well
reflect different demographic and air
pollution characteristics.
As discussed below, a significant
amount of new research has been
conducted since the last review, with
important new information coming from
epidemiological, toxicological,
controlled human exposure, and
dosimetric studies. Moreover, the newly
available research studies evaluated in
the Criteria Document have undergone
intensive scrutiny through multiple
layers of peer review, with extended
8 The word ‘‘evidence’’ is used in this notice to
refer to studies that provide information relevant to
an area of inquiry, which can include studies that
report positive or negative results or that provide
interpretative information.
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opportunities for review and comment
by CASAC Panel and the public. As
with virtually any policy-relevant
scientific research, there is uncertainty
in the characterization of health effects
attributable to exposure to ambient O3,
most generally with regard to whether
observed health effects and associations
are causal or likely causal in nature and,
if so, the certainty of causal associations
at various exposure levels. While
important uncertainties remain, the
review of the health effects information
has been extensive and deliberate. In the
judgment of the Administrator, this
intensive evaluation of the scientific
evidence provides an adequate basis for
regulatory decision making at this time.
This review also provides important
input to EPA’s research plan for
improving our future understanding of
the relationships between exposures to
ambient O3 and health effects.
The health effects information and
quantitative exposure and health risk
assessment were summarized in
sections II.A and II.B of the proposal (72
FR at 37824–37862) and are only briefly
outlined below in sections II.A.2 and
II.A.3. Subsequent sections of this
preamble provide a more complete
discussion of the Administrator’s
rationale, in light of key issues raised in
public comments, for concluding that
the current standard is not requisite to
protect public health with an adequate
margin of safety, and it is appropriate to
revise the current primary O3 standards
to provide additional public health
protection (section II.B), as well as a
more complete discussion of the
Administrator’s rationale for retaining
or revising the specific elements of the
primary O3 standards (section II.C),
namely the indicator (section II.C.1);
averaging time (section II.C.2); form
(section II.C.3); and level (section II.C.4).
A summary of the final decisions on
revisions to the primary O3 standards is
presented in section II.D.
2. Overview of Health Effects
This section outlines the information
presented in Section II.A of the proposal
on known or potential effects on public
health which may be expected from the
presence of O3 in ambient air. The
decision in the last review focused
primarily on evidence from short-term
(e.g., 1 to 3 hours) and prolonged ( 6 to
8 hours) controlled-exposure studies
reporting lung function decrements,
respiratory symptoms, and respiratory
inflammation in humans, as well as
epidemiology studies reporting excess
hospital admissions and emergency
department visits for respiratory causes.
The Criteria Document prepared for this
review emphasizes a large number of
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epidemiological studies published since
the last review with these and
additional health endpoints, including
the effects of acute (short-term and
prolonged) and chronic exposures to O3
on lung function decrements and
enhanced respiratory symptoms in
asthmatic individuals, school absences,
and premature mortality. It also
emphasizes important new information
from toxicology, dosimetry, and
controlled human exposure studies.
Highlights of the evidence include:
(1) Two new controlled humanexposure studies are now available that
examine respiratory effects associated
with prolonged O3 exposures at levels at
and below 0.080 ppm, which was the
lowest exposure level that had been
examined in the last review.
(2) Numerous recent controlled
human-exposure studies have examined
indicators of O3-induced inflammatory
response in both the upper respiratory
tract (URT) and lower respiratory tract
(LRT), while other studies have
examined changes in host defense
capability following O3 exposure of
healthy young adults and increased
airway responsiveness to allergens in
subjects with allergic asthma and
allergic rhinitis exposed to O3.
(3) New evidence from controlled
human exposure studies showing that
asthmatics have greater respiratoryrelated physiological responses than
healthy subjects and new evidence from
epidemiological studies showing
associations between O3 exposure and
lung function and respiratory symptom
responses; these findings differ from the
presumption in the last review that
people with asthma had generally the
same magnitude of respiratory
responses to O3 as those experienced by
healthy individuals.
(4) Animal toxicology studies provide
new information regarding potential
mechanisms of action, increased
susceptibility to respiratory infection,
and biological plausibility of acute
effects as well as chronic, irreversible
respiratory damage observed in animals.
(5) Numerous epidemiological studies
published during the past decade offer
added evidence of associations between
acute ambient O3 exposures and lung
function decrements and respiratory
symptoms in physically active healthy
subjects and asthmatic subjects, as well
as new evidence regarding additional
health endpoints, including
relationships between ambient O3
concentrations and school absenteeism
and between ambient O3 and cardiacrelated physiological endpoints.
(6) Several additional studies have
been published over the last decade
examining the temporal associations
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between acute O3 exposures and both
emergency department visits for
respiratory diseases and respiratoryrelated hospital admissions.
(7) A large number of newly available
epidemiological studies have examined
the effects of acute exposure to PM and
O3 on premature mortality, notably
including large multi-city studies that
provide much more robust information
than was available in the last review, as
well as recent meta-analyses that have
evaluated potential sources of
heterogeneity in O3-mortality
associations.
Section II.A of the proposal provides
a detailed summary of key information
contained in the Criteria Document
(chapters 4–8) and in the Staff Paper
(chapter 3), on the known and potential
effects of O3 exposure and information
on the effects of O3 exposure in
combination with other pollutants that
are routinely present in the ambient air
(72 FR 37824–37851). The information
there summarizes:
(1) New information available on
potential mechanisms for morbidity and
mortality effects associated with
exposure to O3, including potential
mechanisms or pathways related to
direct effects on the respiratory system,
systemic effects that are secondary to
effects in the respiratory system (e.g.,
cardiovascular effects);
(2) The nature of effects that have
been associated directly with exposure
to O3 or indirectly with the presence of
O3 in ambient air, including premature
mortality, aggravation of respiratory and
cardiovascular disease (as indicated by
increased hospital admissions and
emergency department visits), changes
in lung function and increased
respiratory symptoms, as well as new
evidence for more subtle indicators of
cardiovascular health;
(3) An integrative interpretation of the
health effects evidence, focusing on the
biological plausibility and coherence of
the evidence and key issues raised in
interpreting epidemiological studies,
along with supporting evidence from
experimental (e.g., dosimetric and
toxicological) studies as well as the
limitations of the evidence; and
(4) Considerations in characterizing
the public health impact of O3,
including the identification of sensitive
and vulnerable subpopulations that are
potentially at risk to such effects,
including active people, people with
pre-existing lung and heart diseases,
children and older adults, and people
with increased responsiveness to O3.
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3. Overview of Human Exposure and
Health Risk Assessments
To put judgments about health effects
that are adverse for individuals into a
broader public health context, EPA
developed and applied models to
estimate human exposures and health
risks. This broader public health context
included consideration of the size of
particular population groups at risk for
various effects, the likelihood that
exposures of concern would occur for
individuals in such groups under
varying air quality scenarios, estimates
of the number of people likely to
experience O3-related effects, the
variability in estimated exposures and
risks, and the kind and degree of
uncertainties inherent in assessing the
exposures and risks involved.
As discussed in more detail in section
II.B of the proposal, there are a number
of important uncertainties that affect the
exposure and health risk estimates. It is
also important to note that there have
been significant improvements since the
last review in both the exposure and
health risk models. The CASAC Panel
expressed the view that the exposure
analysis represents a state-of-the-art
modeling approach and that the health
risk assessment was ‘‘well done,
balanced and reasonably
communicated’’ (Henderson, 2006c).
In modeling exposures and health
risks associated with just meeting the
current and alternative O3 standards,
EPA simulated air quality just meeting
these standards based on O3 air quality
patterns in several recent years and on
how the shape of the O3 air quality
distributions has changed over time
based on historical trends in monitored
O3 air quality data. As discussed in the
proposal notice and in the Staff Paper
(section 4.5.8), recent O3 air quality
distributions were statistically adjusted
to simulate just meeting the current and
selected alternative standards.
Specifically, the exposure and risk
assessment included estimates for a
recent year of air quality and for air
quality adjusted to simulate just meeting
the current and alternative standards
based on O3 season data from a recent
three-year period (2002–2004). The O3
season in each area included the period
of the year for which routine hourly O3
monitoring data are available. Typically
this period spans from March or April
through September or October, although
in some areas it includes the entire year.
Three years were modeled to reflect the
substantial year-to-year variability that
occurs in O3 levels and related
meteorological conditions, and because
the standard is specified in terms of a
three-year period. The year-to-year
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variability observed in O3 levels is due
to a combination of different weather
patterns and the variation in emissions
of O3 precursors. Nationally, 2002 was
a relatively high year with respect to the
4th highest daily maximum 8-hour O3
levels observed in urban areas across the
U.S. (see Staff Paper, Figure 2–16), with
the mean of the distribution of annual
4th highest daily maximum 8-hour O3
levels for urban monitors nationwide
being in the upper third among the
years 1990 through 2004. In contrast, on
a national basis, 2004 was the lowest
year on record with respect to the mean
of the distribution of annual 4th highest
daily maximum 8-hour O3 levels for this
same 15 year period. The 4th highest
daily maximum 8-hour levels observed
in most, but not all of the 12 urban areas
included in the exposure and risk
assessment, were relatively low in 2004
compared to other recent years. The 4th
highest daily maximum 8-hour O3 levels
observed in 2003 in the 12 urban areas
and nationally generally were between
those observed in 2002 and 2004. As a
result of the variability in air quality,
the exposure and risk estimates
associated with just meeting the current
or any alternative standard also will
vary depending on the year chosen for
the analysis. Thus, exposure and risk
estimates based on 2002 air quality
generally show relatively higher
numbers of children affected and the
estimates based on 2004 air quality
generally show relatively fewer numbers
of children affected.
These simulations do not reflect any
consideration of specific control
programs or strategies designed to
achieve the reductions in emissions
required to meet the specified
standards. Further, these simulations do
not represent predictions of when,
whether, or how areas might meet the
specified standards.9 Instead these
simulations represent a projection of the
kind of air quality levels that would be
likely to occur in areas just attaining
various alternative standards, when
historical patterns of air quality,
reflecting averages over many areas, are
applied in the urban areas examined.
a. Exposure Analyses
As discussed in section II.B.1 of the
proposal, EPA conducted human
exposure analyses using a simulation
model to estimate O3 exposures for the
general population, school age children
(ages 5–18), and school age children
9 For informational purposes only, modeling that
projects how areas might attain alternative
standards in a future year as a result of Federal,
State, local, and Tribal efforts is presented in the
final Regulatory Impact Analysis being prepared in
connection with this decision.
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with asthma living in 12 U.S.
metropolitan areas representing
different regions of the country where
the current 8-hour O3 standard is not
met. The emphasis on children reflected
the finding of the last review that
children are an important at-risk group.
Exposure estimates were developed
using a probabilistic exposure model
that is designed to explicitly model the
numerous sources of variability that
affect people’s exposures. This exposure
assessment is more fully described and
presented in the Staff Paper and in a
technical support document, Ozone
Population Exposure Analysis for
Selected Urban Areas (EPA, 2007c;
henceforth ‘‘Exposure Analysis TSD’’).
As noted in the proposal, the scope and
methodology for this exposure
assessment were developed over the last
few years with considerable input from
the CASAC Panel and the public.
As discussed in the proposal notice
and in greater detail in the Staff Paper
(chapter 4) and Exposure Analysis TSD,
EPA recognized that there are many
sources of variability and uncertainty
inherent in the input to this assessment
and that there was uncertainty in the
resulting O3 exposure estimates. In
EPA’s judgment, the most important
uncertainties affecting the exposure
estimates are related to the modeling of
human activity patterns over an O3
season, the modeling of variations in
ambient concentrations near roadways,
and the modeling of air exchange rates
that affect the amount of O3 that
penetrates indoors. Another important
uncertainty that affects the estimation of
how many exposures are associated
with moderate or greater exertion is the
characterization of energy expenditure
for children engaged in various
activities. As discussed in more detail in
the Staff Paper (section 4.3.4.7), the
uncertainty in energy expenditure
values carries over to the uncertainty of
the modeled breathing rates, which are
important since they are used to classify
exposures occurring at moderate or
greater exertion. These are the relevant
exposures since O3-related effects
observed in clinical studies only are
observed when individuals are engaged
in some form of exercise. The
uncertainties in the exposure model
inputs and the estimated exposures
have been assessed using quantitative
uncertainty and sensitivity analyses.
Details are discussed in the Staff Paper
(section 4.6) and in a technical
memorandum describing the exposure
modeling uncertainty analysis
(Langstaff, 2007).
The exposure assessment, which
provided estimates of the number of
people exposed to different levels of
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ambient O3 while at elevated exertion 10,
served two purposes. First, the entire
range of modeled personal exposures to
ambient O3 was an essential input to the
portion of the health risk assessment
based on exposure-response functions
from controlled human exposure
studies, discussed in the next section.
Second, estimates of personal exposures
to ambient O3 concentrations at and
above specified benchmark levels while
at elevated exertion provided some
perspective on the public health
impacts of health effects that we cannot
currently evaluate in quantitative risk
assessments but that may occur at
current air quality levels, and the extent
to which such impacts might be reduced
by meeting the current and alternative
standards. In the proposal, we referred
to exposures at and above these
benchmark levels while at elevated
exertion as ‘‘exposures of concern.’’
Based on the observation from the
exposure analyses conducted in the
prior review that children represented
the population subgroup with the
greatest exposure to ambient O3, EPA
chose to model 8-hour exposures at
elevated exertion for all school age
children, and separately for asthmatic
school age children, as well as for the
general population in the current
exposure assessment. While outdoor
workers and other adults who engage in
moderate or greater exertion for
prolonged periods while outdoors
during the day in areas experiencing
elevated O3 concentrations also are at
risk for O3-related health effects, EPA
did not focus on developing quantitative
exposure estimates for these population
subgroups due to the lack of information
about the number of individuals who
regularly work or exercise outdoors.
Thus, as presented in the proposal and
in the Staff Paper the exposure estimates
are most useful for making relative
comparisons of estimated exposures in
school age children across alternative
air quality scenarios. This assessment
does not provide information on
exposures for adult subgroups within
the general population associated with
the air quality scenarios.
EPA noted in the proposal key
observations that were important to
consider in comparing exposure
estimates associated with just meeting
the current NAAQS and alternative
standards considered. These included:
10 As discussed in section II.A of the proposal, O
3
health responses observed in controlled human
exposure studies are associated with exposures
while subjects are engaged in moderate or greater
exertion on average over the exposure period
(hereafter referred to as ‘‘elevated exertion’’) and,
therefore, these are the exposures of interest.
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(1) As shown in Table 6–1 of the Staff
Paper, the patterns of exposures in
terms of percentages of the population
exceeding given exposure levels were
very similar for the general population
and for asthmatic and all school age (5–
18) children, although children were
about twice as likely as the general
population to be exposed at any given
level.
(2) As shown in Table 1 in the
proposal (72 FR 37855), the number and
percentage of asthmatic and all school
age children aggregated across the 12
urban areas estimated to experience 1 or
more exposures of concern declined
from simulations of just meeting the
current standard to simulations of
alternative 8-hour standards by varying
amounts, depending on the benchmark
level, the population subgroup
considered, and the air quality year
chosen.11
(3) Substantial year-to-year variability
in exposure estimates was observed over
the three-year modeling period.
(4) There was substantial variability
observed across the 12 urban areas in
the percent of the population subgroups
estimated to experience exposures at
and above specified benchmark levels
while at elevated exertion.
(5) Of particular note, there is high
inter-individual variability in
responsiveness such that only a subset
of individuals who were exposed at and
above a given benchmark level while at
elevated exertion would actually be
expected to experience any such
potential adverse health effects.
(6) In considering these observations,
it was important to take into account the
variability, uncertainties, and
limitations associated with this
assessment, including the degree of
uncertainty associated with a number of
model inputs and uncertainty in the
model itself.
b. Quantitative Health Risk Assessment
As discussed in section II.B.2 of the
proposal, the approach used to develop
quantitative risk estimates associated
with exposures to O3 builds upon the
risk assessment conducted during the
last review.12 The expanded and
11 While the proposal notice stated in the text that
‘‘approximately 2 to 4 percent of all and asthmatic
children’’ were estimated to experience exposures
of concern at and above the 0.070 ppm benchmark
level for standards in the range of 0.070 to 0.075
ppm (72 FR 37879), the correct range is about 1 to
5 perecent consistent with the estimates provided
in Table 1 of the proposal (72 FR 37855).
12 The methodology, scope, and results from the
risk assessment conducted in the last review are
described in Chapter 6 of the 1996 Staff Paper (EPA,
1996) and in several technical reports (Whitfield et
al., 1996; Whitfield, 1997) and publication
(Whitfield et al., 1998).
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updated assessment conducted in this
review includes estimates of (1) risks of
lung function decrements in all and
asthmatic school age children,
respiratory symptoms in asthmatic
children, respiratory-related hospital
admissions, and non-accidental and
cardiorespiratory-related mortality
associated with recent short-term
ambient O3 levels; (2) risk reductions
and remaining risks associated with just
meeting the current 8-hour O3 NAAQS;
and (3) risk reductions and remaining
risks associated with just meeting
various alternative 8-hour O3 NAAQS in
a number of example urban areas. The
health risk assessment was discussed in
the Staff Paper (chapter 5) and
presented more fully in a technical
support document, Ozone Health Risk
Assessment for Selected Urban Areas
(Abt Associates, 2007a). As noted in the
proposal, the scope and methodology
for this risk assessment was developed
over several years with considerable
input from the CASAC Panel and the
public.
EPA recognized that there were many
sources of uncertainty and variability
inherent in the inputs to these
assessments and that there was a high
degree of uncertainty in the resulting O3
risk estimates. Such uncertainties
generally relate to a lack of clear
understanding of a number of important
factors, including, for example, the
shape of exposure-response and
concentration-response functions,
particularly when, as here, effect
thresholds can neither be discerned nor
determined not to exist; issues related to
selection of appropriate statistical
models for the analysis of the
epidemiologic data; the role of
potentially confounding and modifying
factors in the concentration-response
relationships; and issues related to
simulating how O3 air quality
distributions will likely change in any
given area upon attaining a particular
standard, since strategies to reduce
emissions are not yet fully defined.
While some of these uncertainties were
addressed quantitatively in the form of
estimated confidence ranges around
central risk estimates, other
uncertainties and the variability in key
inputs were not reflected in these
confidence ranges, but rather were
partially characterized through separate
sensitivity analyses or discussed
qualitatively.
Key observations and insights from
the O3 risk assessment, together with
important caveats and limitations, were
discussed in section II.B of the proposal.
In general, estimated risk reductions
associated with going from current O3
levels to just meeting the current and
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alternative 8-hour standards show
patterns of increasing estimated risk
reductions associated with just meeting
the lower alternative 8-hour standards
considered. Furthermore, the estimated
percentage reductions in risk were
strongly influenced by the baseline air
quality year used in the analysis (see
Staff Paper, Figures 6–1 through 6–6)
Key observations important in
comparing estimated health risks
associated with attainment of the
current NAAQS and alternative
standards included:
(1) As discussed in the Staff paper
(section 5.4.5), EPA has greater
confidence in relative comparisons in
risk estimates between alternative
standards than in the absolute
magnitude of risk estimates associated
with any particular standard.
(2) Significant year-to-year variability
in O3 concentrations combined with the
use of a 3-year design value to
determine the amount of air quality
adjustment to be applied to each year
analyzed, results in significant year-toyear variability in the annual health risk
estimates upon just meeting the current
and potential alternative standards.
(3) There is noticeable city-to-city
variability in estimated O3-related
incidence of morbidity and mortality
across the 12 urban areas analyzed for
both recent years of air quality and for
air quality adjusted to simulate just
meeting the current and selected
potential alternative standards. This
variability is likely due to differences in
air quality distributions, differences in
estimated exposure related to many
factors including varying activity
patterns and air exchange rates,
differences in baseline incidence rates,
and differences in susceptible
populations and age distributions across
the 12 urban areas.
(4) With respect to the uncertainties
about estimated policy-relevant
background (PRB) concentrations,13 as
13 PRB O concentrations used in the O risk
3
3
assessment were defined in chapter 2 of the Staff
Paper (EPA, 2007, pp. 2–48, 2–54) as the O3
concentrations that would be observed in the U.S.
in the absence of anthropogenic emissions of
precursors (e.g., VOC, NOX, and CO) in the U.S.,
Canada, and Mexico. Based on runs of the GEOS–
CHEM model (a global tropospheric O3 model)
applied for the 2001 warm season (i.e., April to
September), monthly background daily diurnal
profiles for each of the 12 urban areas for each
month of the O3 season were simulated using
meteorology for the year 2001. Based on these
model runs, the Criteria Document states that
current estimates of PRB O3 concentrations are
generally in the range of 0.015 to 0.035 ppm in the
afternoon, and they are generally lower under
conditions conducive to high O3 episodes. They are
highest during spring due to contributions from
hemispheric pollution and stratospheric intrusions.
The Criteria Document states that the GEOS–CHEM
model applied for the 2001 warm season reports
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discussed in the Staff Paper (section
5.4.3), alternative assumptions about
background levels had a variable impact
depending on the health effect
considered and the location and
standard analyzed in terms of the
absolute magnitude and relative changes
in the risk estimates. There was
relatively little impact on either
absolute magnitude or relative changes
in lung function risk estimates due to
alternative assumptions about
background levels.14 With respect to O3related non-accidental mortality, while
notable differences (i.e., greater than 50
percent) were observed in some areas,
particularly for more stringent
standards, the overall pattern of
estimated reductions, expressed in
terms of percentage reduction relative to
the current standard, was significantly
less impacted.
(5) Concerning the part of the risk
assessment based on effects reported in
epidemiological studies, important
uncertainties include uncertainties (1)
surrounding estimates of the O3
coefficients for concentration-response
relationships used in the assessment, (2)
involving the shape of the
concentration-response relationship and
whether or not a population threshold
or non-linear relationship exists within
the range of concentrations examined in
the studies, (3) related to the extent to
which concentration-response
relationships derived from studies in a
given location and time when O3 levels
were higher or behavior and /or housing
conditions were different provide
accurate representations of the
relationships for the same locations
with lower air quality distributions and/
or different behavior and/or housing
conditions, and (4) concerning the
possible role of co-pollutants which also
may have varied between the time of the
studies and the current assessment
period. An important additional
uncertainty for the mortality risk
estimates is the extent to which the
associations reported between O3 and
non-accidental and cardiorespiratory
mortality actually reflect causal
relationships.
As discussed in the proposal, some of
these uncertainties have been addressed
quantitatively in the form of estimated
confidence ranges around central risk
estimates; others are addressed through
separate sensitivity analyses (e.g., the
PRB O3 concentrations for afternoon surface air over
the United States that are likely 10 ppbv too high
in the southeast in summer, and accurate within 5
ppbv in other regions and seasons.
14 Sensitivity analyses examining the impact of
alternative assumptions about PRB were only
conducted for lung function decrements and nonaccidental mortality.
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influence of alternative estimates for
policy-relevant background levels) or
are characterized qualitatively. For both
parts of the health risk assessment,
statistical uncertainty due to sampling
error has been characterized and is
expressed in terms of 95 percent
credible intervals. EPA recognizes that
these credible intervals do not reflect all
of the uncertainties noted above.
B. Need for Revision of the Current
Primary O3 Standard
1. Introduction
The initial issue to be addressed in
this review of the primary O3 standard
is whether, in view of the advances in
scientific knowledge reflected in the
Criteria Document and Staff Paper, the
current standard should be revised. As
discussed in section II.C of the proposal,
in evaluating whether it was appropriate
to propose to retain or revise the current
standard, the Administrator built upon
the last review and reflected the broader
body of evidence and information now
available. In the proposal, EPA
presented information, judgments, and
conclusions from the last review, which
revised the level, averaging time, and
form of the standard, from the Staff
Paper’s evaluation of the adequacy of
the current primary standard, including
both evidence- and exposure/risk-based
considerations, as well as from the
CASAC Panel’s advice and
recommendations. The Staff Paper
evaluation, CASAC Panel’s views, and
the Administrator’s proposed
conclusions on the adequacy of the
current primary standard are presented
below.
a. Staff Paper Evaluation
The Staff Paper considered the
evidence presented in the Criteria
Document as a basis for evaluating the
adequacy of the current O3 standard,
recognizing that important uncertainties
remain. The extensive body of human
clinical, toxicological, and
epidemiological evidence, highlighted
above in section II.A.2 and discussed in
section II.A of the proposal, serves as
the basis for judgments about O3-related
health effects, including judgments
about causal relationships with a range
of respiratory morbidity effects,
including lung function decrements,
increased respiratory symptoms, airway
inflammation, increased airway
responsiveness, and respiratory-related
hospitalizations and emergency
department visits in the warm season,
and about the evidence being highly
suggestive that O3 directly or indirectly
contributes to non-accidental and
cardiorespiratory-related mortality.
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These judgments take into account
important uncertainties that remain in
interpreting this evidence. For example,
with regard to the utility of time-series
epidemiological studies to inform
judgments about a NAAQS for an
individual pollutant, such as O3, within
a mix of highly correlated pollutants,
such as the mix of oxidants produced in
photochemical reactions in the
atmosphere, the Staff Paper noted that
there are limitations especially at
ambient O3 concentrations below levels
at which O3-related effects have been
observed in controlled human exposure
studies. The Staff Paper also recognized
that the available epidemiological
evidence neither supports nor refutes
the existence of thresholds at the
population level for effects such as
increased hospital admissions and
premature mortality. There are
limitations in epidemiological studies
that make discerning thresholds in
populations difficult, including low
data density in the lower concentration
ranges, the possible influence of
exposure measurement error, and
variability in susceptibility to O3-related
effects in populations.
While noting these limitations in the
interpretation of the findings from the
epidemiological studies, the Staff Paper
concluded that if a population threshold
level does exist, it would likely be well
below the level of the current O3
standard and possibly within the range
of background levels. This conclusion is
supported by several epidemiological
studies that have explored the question
of potential thresholds either by using a
statistical curve-fitting approach to
evaluate whether linear or non-linear
models fit the data better using, or by
analyzing, sub-sets of the data where
days over or under a specific cutpoint
(e.g., 0.080 ppm or even lower O3 levels)
were excluded and then evaluating the
association for statistical significance. In
addition to consideration of the
epidemiological studies, findings from
controlled human exposure studies
indicate that prolonged exposures
produced statistically significant group
mean FEV1 decrements and symptoms
in healthy adult subjects at levels down
to at least 0.060 ppm, with a small
percentage of subjects experiencing
notable effects (e.g., >10 percent FEV1
decrement, pain on deep inspiration).
Controlled human exposure studies
evaluated in the last review also found
significant responses in indicators of
lung inflammation and cell injury at
0.080 ppm in healthy adult subjects.
The effects in these controlled human
exposure studies were observed in
healthy young adult subjects, and it is
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likely that more serious responses, and
responses at lower levels, would occur
in people with asthma and other
respiratory diseases. These
physiological effects can lead to
aggravation of asthma and increased
susceptibility to respiratory infection.
The observations provide support for
the conclusion in the Staff Paper that
the associations observed in the
epidemiological studies, particularly for
respiratory-related effects such as
increased medication use, increased
school and work absences, increased
visits to doctors’ offices and emergency
departments, and increased hospital
admissions, extend down to O3 levels
well below the current standard (i.e.,
0.084 ppm) (p. 6–7).
The newly available information
reinforces the judgments in the Staff
Paper from the last review about the
likelihood of causal relationships
between O3 exposures and respiratory
effects and broadens the evidence of O3related associations to include
additional respiratory-related endpoints,
newly identified cardiovascular-related
health endpoints, and mortality. Newly
available evidence also led the Staff
Paper to conclude that people with
asthma are likely to experience more
serious effects than people who do not
have asthma. The Staff Paper also
concluded that substantial progress has
been made since the last review in
advancing the understanding of
potential mechanisms by which ambient
O3, alone and in combination with other
pollutants, is causally linked to a range
of respiratory-related health endpoints,
and may be causally linked to a range
of cardiovascular-related health
endpoints. Thus, the Staff Paper found
strong support in the evidence available
since the last review, for consideration
of an O3 standard that is at least as
protective as the current standard and
finds no support for consideration of an
O3 standard that is less protective than
the current standard. This conclusion is
consistent with the advice and
recommendations of the CASAC Panel
and with the views expressed by all
interested parties who provided
comments on drafts of the Staff Paper.
While the CASAC Panel and some
commenters on drafts of the Staff Paper
supported revising the current standard
to provide increased public health
protection and other such commenters
supported retaining the current
standard, no one who provided
comments on drafts of the Staff Paper
supported a standard that would be less
protective than the current standard.
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i. Evidence-Based Considerations
In looking more specifically at the
controlled human exposure and
epidemiological evidence, the Staff
Paper first noted that controlled human
exposure studies provide the clearest
and most compelling evidence for an
array of human health effects that are
directly attributable to acute exposures
to O3 per se. Evidence from such human
studies, together with animal
toxicological studies, help to provide
biological plausibility for health effects
observed in epidemiological studies. In
considering the available evidence, the
Staff Paper focused on studies that
examined health effects that have been
demonstrated to be caused by exposure
to O3, or for which the Criteria
Document judges associations with O3
to be causal or likely causal, or for
which the evidence is highly suggestive
that O3 contributes to the reported
effects.
In considering the epidemiological
evidence as a basis for reaching
conclusions about the adequacy of the
current standard, the Staff Paper
focused on studies reporting effects in
the warm season, for which the effect
estimates are more consistently positive
and statistically significant than those
from all-year studies. The Staff Paper
considered the extent to which such
studies provide evidence of associations
that extend down to ambient O3
concentrations below the level of the
current standard, which would thereby
call into question the adequacy of the
current standard. In so doing, the Staff
Paper noted that if a population
threshold level does exist for an effect
observed in such studies, it would likely
be at a level well below the level of the
current standard. The Staff Paper also
attempted to characterize whether the
area in which a study was conducted
likely would or would not have met the
current standard during the time of the
study, although it recognizes that the
confidence that would appropriately be
placed on the associations observed in
any given study, or on the extent to
which the association would likely
extend down to relatively low O3
concentrations, is not dependent on this
distinction. Further, the Staff Paper
considered studies that examined
subsets of data that include only days
with ambient O3 concentrations below
the level of the current O3 standard, or
below even lower O3 concentrations,
and continue to report statistically
significant associations. The Staff Paper
judged that such studies are directly
relevant to considering the adequacy of
the current standard, particularly in
light of reported responses to O3 at
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levels below the current standard found
in controlled human exposure studies.
The Staff Paper evaluation of such
studies is discussed below and in
section II.C.2.a of the proposal, focusing
in turn on studies of (1) lung function,
respiratory symptoms and other
respiratory-related physiological effects,
(2) respiratory hospital admissions and
emergency department visits, and (3)
mortality.
(1) Lung function, respiratory
symptoms and other respiratory-related
physiological effects. Health effects for
which the Criteria Document continued
to find clear evidence of causal
associations with short-term O3
exposures include lung function
decrements, respiratory symptoms,
pulmonary inflammation, and increased
airway responsiveness. In the last
review, these O3-induced effects were
demonstrated with statistical
significance down to the lowest level
tested in controlled human exposure
studies at that time (i.e., 0.080 ppm).
Two new studies are notable in that
they are the only controlled human
exposure studies that examined
respiratory effects, including lung
function decrements and respiratory
symptoms, in healthy adults at lower
exposure levels than had previously
been examined. EPA’s reanalysis of the
data from the most recent study shows
small group mean decrements in lung
function responses to be statistically
significant at the 0.060 ppm exposure
level, while the author’s analysis did
not yield statistically significant lung
function responses but did yield some
statistically significant respiratory
symptom responses toward the end of
the exposure period. These studies
report a small percentage of subjects
experiencing lung function decrements
(≥ 10 percent) at the 0.060 ppm
exposure level. These studies provide
very limited evidence of O3-related lung
function decrements and respiratory
symptoms at this lower exposure level.
The Staff Paper noted that evidence
from controlled human exposures
studies indicates that people with
moderate-to-severe asthma have
somewhat larger decreases in lung
function in response to O3 relative to
healthy individuals. In addition, lung
function responses in people with
asthma appear to be affected by baseline
lung function (i.e., magnitude of
responses increases with increasing
disease severity). This newer
information expands our understanding
of the physiological basis for increased
sensitivity in people with asthma and
other airway diseases, recognizing that
people with asthma present a different
response profile for cellular, molecular,
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and biochemical responses than people
who do not have asthma. New evidence
indicates that some people with asthma
have increased occurrence and duration
of nonspecific airway responsiveness,
which is an increased
bronchoconstrictive response to airway
irritants. Controlled human exposure
studies also indicate that some people
with allergic asthma and rhinitis have
increased airway responsiveness to
allergens following O3 exposure.
Exposures to O3 exacerbated lung
function decrements in people with preexisting allergic airway disease, with
and without asthma. Ozone-induced
exacerbation of airway responsiveness
persists longer and attenuates more
slowly than O3-induced lung function
decrements and respiratory symptom
responses and can have important
clinical implications for asthmatics.
The Staff Paper also concluded that
newly available human exposure
studies suggest that some people with
asthma also have increased
inflammatory responses, relative to nonasthmatic subjects, and that this
inflammation may take longer to
resolve. The new data on airway
responsiveness, inflammation, and
various molecular markers of
inflammation and bronchoconstriction
indicate that people with asthma and
allergic rhinitis (with or without
asthma) comprise susceptible groups for
O3-induced adverse effects. This body of
evidence qualitatively informs the Staff
Paper’s evaluation of the adequacy of
the current O3 standard in that it
indicates that controlled human
exposure and epidemiological panel
studies of lung function decrements and
respiratory symptoms that evaluate only
healthy, non-asthmatic subjects likely
underestimate the effects of O3 exposure
on asthmatics and other susceptible
populations.
The Staff Paper noted that in addition
to the experimental evidence of lung
function decrements, respiratory
symptoms, and other respiratory effects
in healthy and asthmatic populations
discussed above, epidemiological
studies have reported associations of
lung function decrements and
respiratory symptoms in several
locations. Two large U.S. panel studies
which together followed over 1,000
asthmatic children on a daily basis
(Mortimer et al., 2002, the National
Cooperative Inner-City Asthma Study,
or NCICAS; and Gent et al., 2003), as
well as several smaller U.S. and
international studies, have reported
robust associations between ambient O3
concentrations and measures of lung
function, daily respiratory symptoms
(e.g., chest tightness, wheeze, shortness
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of breath), and increased asthma
medication use in children with
moderate to severe asthma. Mortimer et
al. (2002) found that of the pollutants
measured (including O3, NO2, SO2 and
PM10), O3 was the only one that had a
statistically significant effect on lung
function. (Mortimer et al. 2002) also
found associations between NO2, SO2
and PM10 and respiratory symptoms that
were stronger than those between O3
and respiratory symptoms. Gent et al.
(2003) found that in co-pollutant
models, O3 but not PM2.5 significantly
predicted increased risk of respiratory
symptoms and rescue medication use
among children using asthma
maintenance medication. Overall, the
multi-city NCICAS (Mortimer et al.,
2002), (Gent et al. 2003), and several
other single-city studies indicate a
robust positive association between
ambient O3 concentrations and
increased respiratory symptoms and
increased medication use in asthmatic
children.
In considering the large number of
single-city epidemiological studies
reporting lung function or respiratory
symptoms effects in healthy or
asthmatic populations, the Staff Paper
noted that most such studies that
reported positive and often statistically
significant associations in the warm
season were conducted in areas that
likely would not have met the current
standard. In considering the large multicity NCICAS (Mortimer et al., 2002), the
Staff Paper noted that the 98th
percentile 8-hour daily maximum O3
concentrations at the monitor reporting
the highest O3 concentrations in each of
the study areas ranged from 0.084 ppm
to > 0.10 ppm. However, the authors
indicate that less than 5 percent of the
days in the eight urban areas had 8-hour
daily O3 concentrations exceeding 0.080
ppm. Moreover, the authors observed
that when days with 8-hour average O3
levels greater than 0.080 ppm were
excluded, similar effect estimates were
seen compared to estimates that
included all of the days. There are also
a few other studies in which the
relevant air quality statistics provide
some indication that lung function and
respiratory symptom effects may be
occurring in areas that likely would
have met the current standard (EPA,
2007b, p. 6–12).
(2) Respiratory hospital admissions
and emergency department visits. At the
time of the last review, many time-series
studies indicated positive associations
between ambient O3 and increased
respiratory hospital admissions and
emergency room visits, providing strong
evidence for a relationship between O3
exposure and increased exacerbations of
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preexisting lung disease extending
below the level of the then current 1hour O3 standard (EPA 2007b, section
3.3.1.1.6). Analyses of data from studies
conducted in the northeastern U.S.
indicated that O3 air pollution was
consistently and strongly associated
with summertime respiratory hospital
admissions.
Since the last review, new
epidemiological studies have evaluated
the association between short-term
exposures to O3 and unscheduled
hospital admissions for respiratory
causes. Large multi-city studies, as well
as many studies from individual cities,
have reported positive and often
statistically significant O3 associations
with total respiratory hospitalizations as
well as asthma- and chronic obstructive
pulmonary disease (COPD)-related
hospitalizations, especially in studies
analyzing the O3 effect during the
summer or warm season. Analyses using
multipollutant regression models
generally indicate that copollutants do
not confound the association between
O3 and respiratory hospitalizations and
that the O3 effect estimates were robust
to PM adjustment in all-year and warmseason only data. The Criteria Document
concluded that the evidence supports a
causal relationship between acute O3
exposures and increased respiratoryrelated hospitalizations during the
warm season.
In looking specifically at U.S. and
Canadian respiratory hospitalization
studies that reported positive and often
statistically significant associations (and
that either did not use GAM or were
reanalyzed to address GAM-related
problems), the Staff Paper noted that
many such studies were conducted in
areas that likely would not have met the
current O3 standard, with many
providing only all-year effect estimates,
and with some reporting a statistically
significant association in the warm
season. Of the studies that provide some
indication that O3-related respiratory
hospitalizations may be occurring in
areas that likely would have met the
current standard, the Staff Paper noted
that some are all-year studies, whereas
others reported statistically significant
warm-season associations.
Emergency department visits for
respiratory causes have been the focus
of a number of new studies that have
examined visits related to asthma,
COPD, bronchitis, pneumonia, and
other upper and lower respiratory
infections, such as influenza, with
asthma visits typically dominating the
daily incidence counts. Among studies
with adequate controls for seasonal
patterns, many reported at least one
significant positive association
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involving O3. However, inconsistencies
were observed which were at least
partially attributable to differences in
model specifications and analysis
approach among various studies. In
general, O3 effect estimates from
summer-only analyses tended to be
positive and larger compared to results
from cool season or all-year analyses.
Almost all of the studies that reported
statistically significant effect estimates
were conducted in areas that likely
would not have met the current
standard. The Criteria Document
concluded that analyses stratified by
season generally supported a positive
association between O3 concentrations
and emergency department visits for
asthma in the warm season. These
studies provide evidence of effects in
areas that likely would not have met the
current standard and evidence of
associations that likely extend down to
relatively low ambient O3
concentrations.
(3) Mortality. The 1996 Criteria
Document concluded that an association
between daily mortality and O3
concentrations for areas with high O3
levels (e.g., Los Angeles) was suggested.
However, due to inconsistencies in the
results from the very limited number of
studies available at that time, there was
insufficient evidence to determine
whether the observed association was
likely causal, and thus the possibility
that O3 exposure may be associated with
mortality was not relied upon in the
1997 decision on the O3 primary
standard.
Since the last review, the body of
evidence with regard to O3-related
health effects has been expanded by
animal, controlled human exposure, and
epidemiological studies and now
identifies biologically plausible
mechanisms by which O3 may affect the
cardiovascular system. In addition,
there is stronger information linking O3
to serious morbidity outcomes, such as
hospitalization, that are associated with
increased mortality. Thus, there is now
a coherent body of evidence that
describes a range of health outcomes
from lung function decrements to
hospitalization and premature mortality.
Newly available large multi-city
studies and related analyses (Bell et al.,
2004; Huang et al., 2005; and Schwartz,
2005) designed specifically to examine
the effect of O3 and other pollutants on
mortality have provided much more
robust and credible information.
Together these studies have reported
significant associations between O3 and
mortality that were robust to adjustment
for PM and different adjustment
methods for temperature and suggest
that the effect of O3 on mortality may be
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immediate but may also persist for
several days. Further analysis of one of
these multi-city studies (Bell et al.,
2006) examined the shape of the
concentration-response function for the
O3-mortality relationship in 98 U.S.
urban communities for the period 1987
to 2000 specifically to evaluate whether
a threshold level exists. Results from
various analytic methods all indicated
that any threshold, if it exists, would
likely occur at very low concentrations,
far below the level of the current O3
NAAQS and nearing background levels.
New data are also available from
several single-city studies conducted
worldwide, as well as from several
meta-analyses that have combined
information from multiple studies.
Three recent meta-analyses evaluated
potential sources of heterogeneity in O3mortality associations. All three
analyses reported common findings,
including effect estimates that were
statistically significant and larger in
warm season analyses. Reanalysis of
results using default GAM criteria did
not change the effect estimates, and
there was no strong evidence of
confounding by PM.
Overall, the Criteria Document (p. 8–
78) found that the results from U.S.
multi-city time-series studies, along
with the meta-analyses, provide
relatively strong evidence for
associations between short-term O3
exposure and all-cause mortality even
after adjustment for the influence of
season and PM. The results of these
analyses of studies considered in this
review indicate that copollutants
generally do not appear to substantially
confound the association between O3
and mortality. In addition, several
single-city studies observed positive
associations of ambient O3
concentrations with total nonaccidental
and cardiorespiratory mortality.
Finally, from those studies that
included assessment of associations
with specific causes of death, it appears
that effect estimates for associations
with cardiovascular mortality are larger
than those for total mortality; effect
estimates for respiratory mortality are
less consistent in size, possibly due to
reduced statistical power in this
subcategory of mortality. For
cardiovascular mortality, the Criteria
Document (p. 7–106) suggested that
effect estimates are consistently positive
and more likely to be larger and
statistically significant in warm season
analyses. The Criteria Document (p. 8–
78) concluded that these findings are
highly suggestive that short-term O3
exposure directly or indirectly
contributes to nonaccidental and
cardiorespiratory-related mortality, but
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additional research is needed to more
fully establish underlying mechanisms
by which such effects occur.15
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ii. Exposure- and Risk-Based
Considerations
In evaluating the adequacy of the
current standard, the Staff Paper also
considered estimated quantitative
exposures and health risks, and
important uncertainties and limitations
in those estimates, which are
highlighted above in section II.A.3 and
discussed in section II.B of the proposal.
These estimates are derived from an
EPA assessment of exposures and health
risks associated with recent air quality
levels and with air quality simulated to
just meet the current standard to help
inform judgments about whether or not
the current standard provides adequate
protection of public health.
The Staff Paper (and the CASAC
Panel) recognized that the exposure and
risk analyses could not provide a full
picture of the O3 exposures and O3related health risks posed nationally.
The Staff Paper did not have sufficient
information to evaluate all relevant atrisk groups (e.g., outdoor workers,
children under age 5) or all O3-related
health outcomes (e.g., increased
medication use, school absences, and
emergency department visits that are
part of a broader pyramid of effects),
and the scope of the Staff Paper analyses
was generally limited to estimating
exposures and risks in 12 urban areas
across the U.S., and to only five or just
one area for some health effects
included in the risk assessment. Thus,
due to the limited geographic scope of
the exposure and risk assessments, EPA
recognizes that national-scale public
health impacts of ambient O3 exposures
would be much larger than the
quantitative exposure and risk estimates
associated with recent air quality or air
quality that just meets the current or
alternative standards in the 12 urban
areas analyzed. On the other hand,
inter-individual variability in
15 In commenting on the Criteria Document, the
CASAC Ozone Panel raised questions about the
implications of these time-series results in a policy
context, emphasizing that ‘‘* * * while the timeseries study design is a powerful tool to detect very
small effects that could not be detected using other
designs, it is also a blunt tool’’ (Henderson, 2006b).
They note that ‘‘* * * not only is the interpretation
of these associations complicated by the fact that
the day-to-day variation in concentrations of these
pollutants is, to a varying degree, determined by
meteorology, the pollutants are often part of a large
and highly correlated mix of pollutants, only a very
few of which are measured’’ (Henderson, 2006b).
Even with these uncertainties, the CASAC Ozone
Panel, in its review of the Staff Paper, found ‘‘* * *
premature total non-accidental and
cardiorespiratory mortality for inclusion in the
quantitative risk assessment to be appropriate.’’
(Henderson, 2006b)
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responsiveness means that only a subset
of individuals in each group estimated
to experience exposures at and above a
given benchmark level while at elevated
exertion would actually be expected to
experience such adverse health effects.
The Staff Paper estimated exposures
and risks for the three most recent years
(2002–2004) for which data were
available at the time of the analyses. As
discussed above in section II.A.3.a,
within this 3-year period, 2002 was a
year with relatively higher O3 levels in
most, but not all, areas and simulation
of just meeting the current standard
based on 2002 air quality data provides
a generally higher-end estimate of
exposures and risks, while 2004 was a
year with relatively lower O3 levels in
most, but not all, areas and simulation
of just meeting the current standard
using 2004 air quality data provides a
generally lower-end estimate of
exposures and risks.
The Staff Paper consideration of such
exposure and risk analyses is discussed
below and in section II.C.2.b of the
proposal, focusing on both the exposure
analyses and the human health risk
assessment.
(1) Exposure analyses. EPA’s exposure
analysis estimated personal exposures
to ambient O3 levels at and above
specific benchmark levels while at
elevated exertion to provide some
perspective on the potential public
health impacts of respiratory symptoms
and respiratory-related physiological
effects that cannot currently be
evaluated in quantitative risk
assessments but that may occur at
current air quality levels, and the extent
to which such impacts might be reduced
by meeting the current and alternative
standards. As noted above in section
II.A.3, the Staff Paper referred to
exposures at and above these
benchmark levels as ‘‘exposures of
concern.’’ The Staff Paper noted that
potential public health impacts likely
occur across a range of O3 exposure
levels, such that there is no one
exposure level that addresses all
relevant public health impacts.
Therefore, with the concurrence of the
CASAC Panel, the Staff Paper estimated
exposures of concern not only at 0.080
ppm O3, a level at which there are
demonstrated effects, but also at 0.070
and 0.060 ppm O3. The Staff Paper
recognized that there will be varying
degrees of concern about exposures at
each of these levels, based in part on the
population subgroups experiencing
them. Given that there is clear evidence
of inflammation, increased airway
responsiveness, and changes in host
defenses in healthy people exposed to
0.080 ppm O3 and reason to infer that
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16447
such effects will continue at lower
exposure levels, but with increasing
uncertainty about the extent to which
such effects occur at lower O3
concentrations, the Staff Paper focused
on exposures at or above benchmark
levels of 0.070 and 0.060 ppm O3 while
at elevated exertion for purposes of
evaluating the adequacy of the current
standard.
Exposure estimates were presented in
the Staff Paper and in section II.B (Table
1) of the proposal for the number and
percent of all school age children and
asthmatic school age children exposed,
and the number of person-days
(occurrences) of exposures, with daily 8hour maximum exposures at or above
several benchmark levels while at
intermittent moderate or greater
exertion. The percent of population
exposed at any given level is very
similar for all and asthmatic school age
children. Substantial year-to-year
variability in exposure estimates is
observed, ranging to over an order of
magnitude at the current standard level,
in estimates of the number of children
and the number of occurrences of
exposures at both of these benchmark
levels while at elevated exertion. The
Staff Paper stated that it is appropriate
to consider not just the average
estimates across all years, but also to
consider public health impacts in years
with relatively higher O3 levels. The
Staff Paper also noted that there is
substantial city-to-city variability in
these estimates, and notes that it is
appropriate to consider not just the
aggregate estimates across all cities, but
also to consider the public health
impacts in cities where these estimates
are higher than the average upon
meeting the current standard.
About 50 percent of asthmatic of all
school age children, representing nearly
1.3 million asthmatic children and
about 8.5 million school age children in
the 12 urban areas examined, are
estimated to experience exposures at or
above the 0.070 ppm benchmark level
while at elevated exertion (i.e., these
individuals are estimated to experience
8-hour O3 exposures at or above 0.070
ppm while engaged in moderate or
greater exertion 1 or more times during
the O3 season) associated with 2002 O3
air quality levels. In contrast, about 17
percent of asthmatic and all school age
children are estimated to experience
exposures at or above the 0.070 ppm
benchmark level while at elevated
exertion associated with 2004 O3 air
quality levels. Just meeting the current
standard results in an aggregate estimate
of about 20 percent of asthmatic or 18
percent of all school age children likely
to experience exposures at or above the
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0.070 ppm benchmark level while at
elevated exertion using the 2002
simulation. The exposure estimates for
this benchmark level range up to about
40 percent of asthmatic or all school age
children in the single city with the
highest estimate among the cities
analyzed. Just meeting the current
standard based on the 2004 simulation,
results in an aggregate estimate of about
1 percent of asthmatic or all school age
children experiencing exposures
exceeding the 0.070 ppm benchmark
level while at elevated exertion.
At the benchmark level of 0.060 ppm,
about 70 percent of all or asthmatic
school age children are estimated to
experience exposures at or above this
benchmark level while at elevated
exertion for the aggregate of the 12
urban areas associated with 2002 O3
levels. Just meeting the current standard
would result in an aggregate estimate of
about 45 percent of asthmatic or all
school age children likely to experience
exposures at or above the 0.060 ppm
benchmark level while at elevated
exertion using the 2002 simulation. The
exposure estimates for this benchmark
level range up to nearly 70 percent of all
or asthmatic school age children in the
single city with the highest estimate
among the cities analyzed associated
with just meeting the current standard
using the 2002 simulation. The Staff
Paper indicated an aggregate estimate of
about 10 percent of asthmatic or all
school age children would experience
exposures at or above the 0.060 ppm
benchmark level while at elevated
exertion associated with just meeting
the current standard using the 2004
simulation.
(2) Risk assessment. The health risk
assessment estimated risks for several
important health endpoints, including:
(1) Lung function decrements (i.e., ≥ 15
percent and ≥ 20 percent reductions in
FEV1) in all school age children for 12
urban areas; (2) lung function
decrements (i.e., ≥ 10 percent and ≥ 20
percent reductions in FEV1) in
asthmatic school age children for 5
urban areas (a subset of the 12 urban
areas); (3) respiratory symptoms (i.e.,
chest tightness, shortness of breath,
wheeze) in moderate to severe asthmatic
children for the Boston area; (4)
respiratory-related hospital admissions
for 3 urban areas; and (5) nonaccidental
and cardiorespiratory mortality for 12
urban areas for three recent years (2002
to 2004) and for just meeting the current
standard using a 2002 simulation and a
2004 simulation.
With regard to estimates of moderate
lung function decrements, meeting the
current standard substantially reduces
the estimated number of school age
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children experiencing one or more
occurrences of FEV1 decrements ≥ 15
percent for the 12 urban areas, going
from about 1.3 million children (7
percent of children) under 2002 air
quality to about 610,000 (3 percent of
children) based on the 2002 simulation,
and from about 620,000 children (3
percent of children) to about 230,000 (1
percent of children) using the 2004
simulation. In asthmatic children, the
estimated number of children
experiencing one or more occurrences of
FEV1 decrements ≥ 10 percent for the 5
urban areas goes from about 250,000
children (16 percent of asthmatic
children) under 2002 air quality to
about 130,000 (8 percent of asthmatic
children) using the 2002 simulation,
and from about 160,000 (10 percent of
asthmatic children) to about 70,000 (4
percent of asthmatic children) using the
2004 simulation. Thus, even when the
current standard is met, about 4 to 8
percent of asthmatic school age children
are estimated to experience one or more
occurrences of moderate lung function
decrements, resulting in about 1 million
occurrences (using the 2002 simulation)
and nearly 700,000 occurrences (using
the 2004 simulation) in just 5 urban
areas. Moreover, the estimated number
of occurrences of moderate or greater
lung function decrements per child is
on average approximately 6 to 7 in all
children and 8 to 10 in asthmatic
children in an O3 season, even when the
current standard is met, depending on
the year used to simulate meeting the
current standard. In the 1997 review of
the O3 standard a general consensus
view of the adversity of such moderate
responses emerged as the frequency of
occurrences increases, with the
judgment that repeated occurrences of
moderate responses, even in otherwise
healthy individuals, may be considered
adverse since they may well set the
stage for more serious illness.
With regard to estimates of large lung
function decrements, the Staff Paper
noted that FEV1 decrements > 20
percent would likely interfere with
normal activities in many healthy
individuals, therefore single
occurrences would be considered to be
adverse. In people with asthma, large
lung function responses would likely
interfere with normal activities for most
individuals and would also increase the
likelihood that these individuals would
use additional medication or seek
medical treatment. Single occurrences
would be considered to be adverse to
asthmatic individuals under the ATS
definition. They also would be cause for
medical concern in some individuals.
While the current standard reduces the
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occurrences of large lung function
decrements in all children and
asthmatic children from about 60 to
70%, in a year with relatively higher O3
levels (2002), there are estimated to be
about 500,000 occurrences in all school
children across the entire 12 urban
areas, and about 40,000 occurrences in
asthmatic children across just 5 urban
areas. As noted above, it is clear that
even when the current standard is met
over a three-year period, O3 levels in
each year can vary considerably, as
evidenced by relatively large differences
between risk estimates based on 2002 to
2004 air quality. The Staff Paper
expressed the view that it was
appropriate to consider this yearly
variation in O3 levels allowed by the
current standard in judging the extent to
which impacts on members of at-risk
groups in a year with relatively higher
O3 levels remain of concern from a
public health perspective.
With regard to other O3-related health
effects, the estimated risks of respiratory
symptom days in moderate to severe
asthmatic children, respiratory-related
hospital admissions, and non-accidental
and cardiorespiratory mortality,
respectively, are not reduced to as great
an extent by meeting the current
standard as are lung function
decrements. For example, just meeting
the current standard reduces the
estimated average incidence of chest
tightness in moderate to severe
asthmatic children living in the Boston
urban area by 11 to 15%, based on 2002
and 2004 simulations, respectively,
resulting in an estimated incidence of
about 23,000 to 31,000 per 100,000
children attributable to O3 exposure
(Table 6–4). Just meeting the current
standard is estimated to reduce the
incidence of respiratory-related hospital
admissions in the New York City urban
area by about 16 to 18%, based on 2002
and 2004 simulations, respectively,
resulting in an estimated incidence per
100,000 population of 4.6 to 6.4,
respectively. Across the 12 urban areas,
the estimates of non-accidental
mortality incidence per 100,000 relevant
population range from 0.4 to 2.6 (for
2002) and 0.5 to 1.5 (for 2004). Meeting
the current standard results in a
reduction of the estimated incidence per
100,000 population to a range of 0.3 to
2.4 based on the 2002 simulation and a
range of 0.3 to 1.2 based on the 2004
simulation. Estimates for
cardiorespiratory mortality show similar
patterns.
In considering the estimates of the
proportion of population affected and
the number of occurrences of the health
effects that are included in the risk
assessment, the Staff Paper noted that
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these limited estimates are indicative of
a much broader array of potential O3related health endpoints that we
consider part of a ‘‘pyramid of effects’’
that include various indicators of
morbidity that could not be included in
the risk assessment (e.g., school
absences, increased medication use,
emergency department visits) and
which primarily affect members of atrisk groups. While the Staff Paper had
sufficient information to estimate and
consider the number of symptom days
in children with moderate to severe
asthma, it recognized that there are
many other effects that may be
associated with symptom days, such as
increased medication use, school and
work absences, or visits to doctors’
offices, for which there was not
sufficient information to estimate risks
but which are important to consider in
assessing the adequacy of the current
standard. The same is true for more
serious, but less frequent effects. The
Staff Paper estimated hospital
admissions, but there was not sufficient
information to estimate emergency
department visits in a quantitative risk
assessment. Consideration of such
unquantified risks in the Staff Paper
reinforced the Staff Paper conclusion
that consideration should be given to
revising the standard so as to provide
increased public health protection,
especially for at-risk groups such as
people with asthma or other lung
diseases, as well as children and older
adults, particularly those active
outdoors, and outdoor workers.
iii. Summary of Staff Paper
Considerations
The Staff Paper concluded that the
overall body of evidence clearly calls
into question the adequacy of the
current standard in protecting at-risk
groups against an array of adverse
health effects that range from decreased
lung function and respiratory symptoms
to serious indicators of respiratory
morbidity including emergency
department visits and hospital
admissions for respiratory causes,
nonaccidental mortality, and possibly
cardiovascular effects. These at-risk
groups notably include asthmatic
children and other people with lung
disease, as well as all children and older
adults, especially those active outdoors,
and outdoor workers.16 The available
information provides strong support for
consideration of an O3 standard that
would provide increased health
protection for these at-risk groups. The
16 In defining at-risk groups this way we are
including both groups with greater inherent
sensitivity and those more likely to be exposed.
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Staff Paper also concluded that risks
projected to remain upon meeting the
current standard are indicative of risks
to at-risk groups that can be judged to
be important from a public health
perspective. This information reinforced
the Staff Paper conclusion that
consideration should be given to
revising the level of the standard so as
to provide increased public health
protection.
b. CASAC Views
The CASAC Panel unanimously
concluded in a letter to the
Administrator that there is ‘‘no
scientific justification for retaining’’ the
current primary O3 standard, and the
current standard ‘‘needs to be
substantially reduced to protect human
health, particularly in sensitive
subpopulations’’ (Henderson, 2006c, pp.
1–2). In its rationale for this conclusion,
the CASAC Panel concluded that ‘‘new
evidence supports and builds-upon key,
health-related conclusions drawn in the
1997 O3 NAAQS review’’ (id., p. 3). The
Panel noted that several new single-city
studies and large multi-city studies have
provided more evidence for adverse
health effects at concentrations lower
than the current standard, and that these
epidemiological studies are backed-up
by evidence from controlled human
exposure studies. The Panel specifically
noted evidence from the recent Adams
(2006) study that reported statistically
significant decrements in the lung
function of healthy, moderately
exercising adults at a 0.080 ppm
exposure level, and importantly, also
reported adverse lung function effects in
some healthy individuals at 0.060 ppm.
The CASAC Panel concluded that these
results indicate that the current
standard ‘‘is not sufficiently healthprotective with an adequate margin of
safety,’’ noting that while similar
studies in sensitive groups such as
asthmatics have yet to be conducted,
‘‘people with asthma, and particularly
children, have been found to be more
sensitive and to experience larger
decrements in lung function in response
to O3 exposures than would healthy
volunteers (Mortimer et al., 2002)’’
(Henderson, 2006c, p. 4).
The CASAC Panel also highlighted a
number of O3-related adverse health
effects that are associated with exposure
to ambient O3, below the level of the
current standard based on a broad range
of epidemiological studies (Henderson,
2006c). These adverse health effects
include increases in school absenteeism,
respiratory hospital emergency
department visits among asthmatics and
patients with other respiratory diseases,
hospitalizations for respiratory illnesses,
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symptoms associated with adverse
health effects (including chest tightness
and medication usage), and premature
mortality (nonaccidental,
cardiorespiratory deaths) reported at
exposure levels well below the current
standard. ‘‘The CASAC considers each
of these findings to be an important
indicator of adverse health effects’’
(Henderson, 2006c).
The CASAC Panel expressed the view
that more emphasis should be placed on
the subjects in controlled human
exposure studies with FEV1 decrements
greater than 10 percent, which can be
clinically significant, rather than on the
relatively small average decrements.
The Panel also emphasized significant
O3-related inflammatory responses and
markers of injury to the epithelial lining
of the lung that are independent of
spirometric responses. Further, the
Panel expressed the view that the Staff
Paper did not place enough emphasis on
serious morbidity (e.g., hospital
admissions) and mortality observed in
epidemiological studies. On the basis of
the large amount of recent data
evaluating adverse health effects at
levels at and below the current O3
standard, it was the unanimous opinion
of the CASAC Panel that the current
primary O3 standard is not adequate to
protect human health, that the relevant
scientific data do not support
consideration of retaining the current
standard, and that the current standard
needs to be substantially reduced to be
protective of human health, particularly
in sensitive subpopulations (Henderson,
2006c, pp. 4–5).
Further, the CASAC letter noted that
‘‘there is no longer significant scientific
uncertainty regarding the CASAC’s
conclusion that the current 8-hour
primary NAAQS must be lowered’’
(Henderson, 2006c, p. 5). The Panel
noted that a ‘‘large body of data clearly
demonstrates adverse human health
effects at the current level’’ of the
standard, such that ‘‘[R]etaining this
standard would continue to put large
numbers of individuals at risk for
respiratory effects and/or significant
impact on quality of life including
asthma exacerbations, emergency room
visits, hospital admissions and
mortality’’ (Henderson, 2006c).
c. Administrator’s Proposed
Conclusions
At the time of proposal, in
considering whether the current
primary standard should be revised, the
Administrator carefully considered the
conclusions contained in the Criteria
Document, the rationale and
recommendations contained in the Staff
Paper, the advice and recommendations
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from CASAC, and public comments to
date on this issue. In so doing, the
Administrator noted the following: (1)
That evidence of a range of respiratoryrelated morbidity effects seen in the last
review has been considerably
strengthened, both through toxicological
and controlled human exposure studies
as well as through many new panel and
epidemiological studies; (2) that new
evidence from controlled human
exposure and epidemiological studies
identifies people with asthma
(including children with asthma) as an
important susceptible population for
which estimates of respiratory effects in
the general population likely
underestimate the magnitude or
importance of these effects; (3) that new
evidence about mechanisms of toxicity
further contributes to the biological
plausibility of O3-induced respiratory
effects and is beginning to suggest
mechanisms that may link O3 exposure
to cardiovascular effects; (4) that there is
now relatively strong evidence for
associations between O3 and total
nonaccidental and cardiopulmonary
mortality, even after adjustment for the
influence of season and PM; and (5) the
limits of the available evidence. Relative
to the information that was available to
inform the Agency’s 1997 decision to set
the current standard, the newly
available evidence increased the
Administrator’s confidence that
respiratory morbidity effects such as
lung function decrements and
respiratory symptoms are causally
related to O3 exposures, that indicators
of respiratory morbidity such as
emergency department visits and
hospital admissions are causally related
to O3 exposures, and that the evidence
is highly suggestive that O3 exposures
during the O3 season contribute to
premature mortality.
The Administrator judged that there is
important new evidence demonstrating
that exposures to O3 at levels below the
level of the current standard are
associated with a broad array of adverse
health effects, especially in at-risk
populations that include people with
asthma or other lung diseases who are
likely to experience more serious effects
from exposure to O3, children and older
adults with increased susceptibility, as
well as those who are likely to be
vulnerable as a result of spending a lot
of time outdoors engaged in physical
activity, especially active children and
outdoor workers. Examples of this
important new evidence include
demonstration of O3-induced lung
function effects and respiratory
symptoms in some healthy individuals
down to the previously observed
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exposure level of 0.080 ppm, as well as
very limited new evidence at exposure
levels well below the level of the
current standard. In addition, there is
now epidemiological evidence of
statistically significant O3-related
associations with lung function and
respiratory symptom effects, respiratoryrelated emergency department visits and
hospital admissions, and increased
mortality, in areas that likely would
have met the current standard. There are
also many epidemiological studies done
in areas that likely would not have met
the current standard but which
nonetheless report statistically
significant associations that generally
extend down to ambient O3
concentrations that are below the level
of the current standard. Further, there
are a few studies that have examined
subsets of data that include only days
with ambient O3 concentrations below
the level of the current standard, or
below even much lower O3
concentrations, and continue to report
statistically significant associations with
respiratory morbidity outcomes and
mortality. The Administrator recognized
that the evidence from controlled
human exposure studies, together with
animal toxicological studies, provides
considerable support for the biological
plausibility of the respiratory morbidity
associations observed in the
epidemiological studies and for
concluding that the associations extend
below the level of the current standard.
However, the Administrator recognized
that in the body of epidemiological
evidence, many studies reported
positive and statistically significant
associations, while others reported
positive results that were not
statistically significant, and a few did
not report any positive O3-related
associations. In addition, the
Administrator judged that evidence of a
causal relationship between adverse
health outcomes and O3 exposures
became increasingly uncertain at lower
levels of exposure.
Based on the strength of the currently
available evidence of adverse health
effects, and on the extent to which the
evidence indicates that such effects
likely result from exposures to ambient
O3 concentrations below the level of the
current standard, the Administrator
judged that the current standard does
not protect public health with an
adequate margin of safety and that the
standard should be revised to provide
such protection, especially for at-risk
groups, against a broad array of adverse
health effects.
In reaching this judgment, the
Administrator had also considered the
results of both the exposure and risk
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assessments conducted for this review,
to provide some perspective on the
extent to which at-risk groups would
likely experience ‘‘exposures of
concern’’ 17 and on the potential
magnitude of the risk of experiencing
various adverse health effects when
recent air quality data (from 2002 to
2004) are used to simulate meeting the
current standard and alternative
standards in a number of urban areas in
the U.S.18 In considering the results of
the health risk assessment, as discussed
in the proposal notice (section II.C.2),
the Administrator noted that there were
important uncertainties and
assumptions inherent in the risk
assessment and that this assessment was
most appropriately used to simulate
trends and patterns that could be
expected, as well as providing informed,
but still imprecise, estimates of the
potential magnitude of risks.
In considering the exposure
assessment results at the time of
proposal, the Administrator considered
analyses that define ‘‘exposures of
concern’’ by three benchmark exposure
levels: 0.080, 0.070, and 0.060 ppm.
Estimates of exposures in at-risk groups
at and above these benchmark levels
while at elevated exertion, using O3 air
quality data in 2002 and 2004, provide
some indication of the potential
magnitude of the incidence of health
outcomes that cannot currently be
evaluated in a quantitative risk
assessment, such as increased airway
responsiveness, increased pulmonary
inflammation, increased cellular
permeability, and decreased pulmonary
defense mechanisms. These respiratoryrelated physiological effects have been
demonstrated to occur in healthy people
at O3 exposures as low as 0.080 ppm,
the lowest level tested for these effects.
These physiological effects provide
plausible mechanisms underlying
observed associations with aggravation
of asthma, increased medication use,
increased school and work absences,
17 As discussed in section II.A.3 above,
‘‘exposures of concern’’ are estimates of personal
exposures while at moderate or greater exertion to
8-hour average ambient O3 levels at and above
specific benchmark levels which represent
exposure levels at which O3-related health effects
are known or can with varying degrees of certainty
be inferred to occur in some individuals. Estimates
of exposures of concern provide some perspective
on the public health impacts of health effects that
may occur in some individuals at recent air quality
levels but cannot be evaluated in quantitative risk
assessments, and the extent to which such impacts
might be reduced by meeting the current and
alternative standards.
18 As noted above in section II.A.3, recent O air
3
quality distributions have been statistically adjusted
to simulate just meeting the current and selected
alternative standards. These simulations do not
represent predictions of when, whether, or how
areas might meet the specified standards.
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increased susceptibility to respiratory
infection, increased visits to doctors’
offices and emergency departments, and
increased admissions to hospitals. In
addition, these physiological effects, if
repeated over time, have the potential to
lead to chronic effects such as chronic
bronchitis or long-term damage to the
lungs that can lead to reduced quality of
life.
In considering these various
benchmark levels for exposures of
concern at the time of proposal, the
Administrator focused primarily on
estimated exposures at and above the
0.070 ppm benchmark level while at
elevated exertion as an important
surrogate measure for potentially more
serious health effects in at-risk groups
such as people with asthma. This
judgment was based on the strong
evidence of effects in healthy people at
the 0.080 ppm exposure level and the
new evidence that people with asthma
are likely to experience larger and more
serious effects than healthy people at
the same level of exposure. In the
Administrator’s view at the time of
proposal, this evidence did not support
a focus on exposures at and above the
benchmark level of 0.080 ppm O3, as it
would not adequately account for the
increased risk of harm from exposure for
members of at-risk groups, especially
people with asthma. The Administrator
also judged that the evidence of
demonstrated effects is too limited to
support a primary focus on exposures
down to the lowest benchmark level
considered of 0.060 ppm. The
Administrator particularly noted that
although the analysis of ‘‘exposures of
concern’’ was conducted to estimate
exposures at and above three discrete
benchmark levels (0.080, 0.070, and
0.060 ppm) while at elevated exertion,
the concept is appropriately viewed as
a continuum. In so doing, the
Administrator sought to balance
concern about the potential for health
effects and their severity with the
increasing uncertainty associated with
our understanding of the likelihood of
such effects at lower O3 exposure levels.
The Administrator observed that
based on the aggregate exposure
estimates for the 2002 simulation
(summarized in section II.B.1, Table 1,
of the proposal) for the 12 U.S. urban
areas included in the exposure analysis,
upon just meeting the current standard
up to about 20 percent of asthmatic or
all school age children are likely to
experience one or more exposures at
and above the 0.070 ppm benchmark
level while at elevated exertion; the
2004 simulation yielded an estimate of
about 1 percent of such children. The
Administrator noted from this
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comparison that there is substantial
year-to-year variability, ranging up to an
order of magnitude or more in estimates
of the number of people and the number
of occurrences of exposures at and
above this benchmark level while at
elevated exertion. Moreover, within any
given year, the exposure assessment
indicates that there is substantial cityto-city variability in the estimates of the
children exposed or the number of
occurrences of exposure at and above
this benchmark level while at elevated
exertion. For example, city-specific
estimates of the percent of asthmatic or
all school age children likely to
experience exposures at and above the
benchmark level of 0.070 ppm while at
elevated exertion ranges from about 1
percent up to about 40 percent across
the 12 urban areas upon just meeting the
current standard based on the 2002
simulation; the 2004 simulation yielded
estimates that range from about 0 up to
about 7 percent. The Administrator
judged that it was important to
recognize the substantial year-to-year
and city-to-city variability in
considering these estimates.
With regard to the results of the risk
assessment, the Administrator focused
on the risks estimated to remain upon
just meeting the current standard. Based
on the aggregate risk estimates
(summarized in section II.B.2, Table 2,
of the proposal), the Administrator
observed that upon just meeting the
current standard based on the 2002
simulation, approximately 8 percent of
asthmatic school age children across 5
urban areas (ranging up to about 11
percent in the city with the highest
estimate among the cities analyzed)
would still be estimated to experience
moderate or greater lung function
decrements one or more times within an
O3 season. These estimated percentages
would be approximately 3 percent of all
school age children across 12 urban
areas (ranging up to over 5 percent in
the city with the highest estimate among
the cities analyzed). The Administrator
recognized that, as with the estimates of
exposures of concern, there is
substantial year-to-year and city-to-city
variability in these risk estimates.
In addition to the percentage of
asthmatic or all children estimated to
experience one or more occurrences of
an effect, the Administrator recognized
that some individuals are estimated to
have multiple occurrences. For
example, across all the cities in the
assessment, approximately 6 to 7
occurrences of moderate or greater lung
function decrements per child are
estimated to occur in all children and
approximately 8 to 10 occurrences are
estimated to occur in asthmatic children
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in an O3 season, even upon just meeting
the current standard. In the last review,
a general consensus view of the
adversity of such responses emerged as
the frequency of occurrences increases,
with the judgment that repeated
occurrences of moderate responses,
even in otherwise healthy individuals,
may be considered adverse since they
may well set the stage for more serious
illness. The Administrator continued to
support this view.
Large lung function decrements (i.e.,
≥ 20 percent FEV1 decrement) would
likely interfere with normal activities in
many healthy individuals, therefore
single occurrences would be considered
to be adverse. In people with asthma,
large lung function responses (i.e., ≥ 20
percent FEV1 decrement), would likely
interfere with normal activities for most
individuals and would also increase the
likelihood that these individuals would
use additional medication or seek
medical treatment. Not only would
single occurrences be considered to be
adverse to asthmatic individuals under
the ATS definition, but they also would
be cause for medical concern for some
individuals. Upon just meeting the
current standard based on the 2002
simulation, close to 1 percent of
asthmatic and all school age children
are estimated to experience one or more
occurrences of large lung function
decrements in the aggregate across 5 and
12 urban areas, respectively, with close
to 2 percent of both asthmatic and all
school age children estimated to
experience such effects in the city that
receives relatively less protection from
this standard. These estimates translate
into approximately 500,000 occurrences
of large lung function decrements in all
children across 12 urban areas, and
about 40,000 occurrences in asthmatic
children across 5 urban areas upon just
meeting the current standard based on
the 2002 simulation; the 2004
simulation yielded estimates that
translate into approximately 160,000
and 10,000 such occurrences in all
children and asthmatic children,
respectively.
Upon just meeting the current
standard based on the 2002 simulation,
the estimate of the O3-related risk of
respiratory symptom days in moderate
to severe asthmatic children in the
Boston area is about 8,000 symptom
days; the 2004 simulation yielded an
estimate of about 6,000 such symptoms
days. These estimates translate into as
many as one symptom day in six, and
one symptom day in eight, respectively,
that are attributable to O3 exposure
during the O3 season of the total number
of symptom days associated with all
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causes of respiratory symptoms in
asthmatic children during those years.
The estimated O3-related risk of
respiratory-related hospital admissions
upon just meeting the current standard
based on the 2002 simulation is greater
than 500 hospital admissions in the
New York City area alone, or about 1.5
percent of the total incidence of
respiratory-related admissions
associated with all causes; the 2004
simulation yielded an estimate of
approximately 400 such hospital
admissions. For nonaccidental
mortality, just meeting the current
standard based on the 2002 simulation
results in an estimated incidence of
from 0.3 to 2.4 per 100,000 population;
the 2004 simulation resulted in an
estimated incidence of from 0.3 to 1.2
per 100,000 population. Estimates for
cardiorespiratory mortality show similar
patterns (Abt Associates, 2007a, Table
4–26).
The Administrator recognized that in
considering the estimates of the
proportion of population affected and
the number of occurrences of those
specific health effects that are included
in the risk assessment, these limited
estimates based on 2002 and 2004
simulations are indicative of a much
broader array of O3-related health
endpoints that are part of a ‘‘pyramid of
effects’’ (discussed in section II.A.4.d of
the proposal) that include various
indicators of morbidity that could not be
included in the risk assessment (e.g.,
school absences, increased medication
use, emergency department visits) and
which primarily affect members of atrisk groups. Moreover, the
Administrator noted that the CASAC
Panel supported a qualitative
consideration of the much broader array
of O3-related health endpoints, and
specifically referred to respiratory
emergency department visits in
asthmatics and people with other lung
diseases, increased medication use, and
increased respiratory symptoms
reported at exposure levels well below
the current standard.
The Administrator expressed the view
in the proposal that the exposure and
risk estimates discussed in the Staff
Paper and summarized above are
important from a public health
perspective and indicative of potential
exposures and risks to at-risk groups. In
reaching this proposed judgment, the
Administrator considered the following
factors: (1) The estimates of numbers of
persons exposed at and above the 0.070
ppm benchmark level; (2) the risk
estimates of the proportion of the
population and number of occurrences
of various health effects in areas upon
just meeting the current standard; (3)
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the year-to-year and city-to-city
variability in both the exposure and risk
estimates; (4) the uncertainties in these
estimates; and (5) recognition that there
is a broader array of O3-related adverse
health outcomes for which risk
estimates could not be quantified (that
are part of a broader ‘‘pyramid of
effects’’) and that the scope of the
assessment was limited to just a sample
of urban areas and to some but not all
at-risk populations, leading to an
incomplete estimation of public health
impacts associated with O3 exposures
across the country. The Administrator
also noted that it was the unanimous
conclusion of the CASAC Panel that
there is no scientific justification for
retaining the current primary O3
standard, that the current standard is
not sufficiently health-protective with
an adequate margin of safety, and that
the standard needs to be substantially
reduced to protect human health,
particularly in at-risk subpopulations.
Based on all of these considerations,
the Administrator proposed that the
current O3 standard is not requisite to
protect public health with an adequate
margin of safety because it does not
provide sufficient protection and that
revision would result in increased
public health protection, especially for
members of at-risk groups.
2. Comments on the Need for Revision
The above section outlines the health
effects evidence and assessments used
by the Administrator to inform his
proposed judgments about the adequacy
of the current O3 primary standard.
General comments received on the
proposal that either supported or
opposed the proposed decision to revise
the current O3 primary standard are
addressed in this section. Comments on
the health effects evidence, which
includes evidence from controlled
human exposure and epidemiological
studies, are considered in section
II.B.2.a below. Comments on human
exposure and health risk assessments
are considered in section II.B.2.b, and
comments on other policy-related issues
are considered in section II.B.2.c, below.
Comments on specific issues, health
effects evidence, or the human exposure
and health risk assessments that relate
to consideration of the appropriate
averaging time, form, or level of the O3
standard are addressed below in
sections II.C.3 and II.C.4. General
comments based on implementationrelated factors that are not a permissible
basis for considering the need to revise
the current standard are noted in the
Response to Comments document.
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a. Consideration of Health Effects
Evidence
With regard to the need to revise the
current primary O3 standard, sharply
divergent comments were received from
two general sets of commenters. Many
public comments received on the
proposal asserted that the current O3
standard is insufficient to protect public
health, especially the health of sensitive
groups, with an adequate margin of
safety and revisions to the standard are
appropriate. Among those calling for
revisions to the current primary
standard were medical groups,
including for example, the American
Medical Association (AMA), the
American Thoracic Society (ATS), the
American Academy of Pediatrics (AAP),
and the American College of Chest
Physicians (ACCP), as well as medical
doctors and academic researchers. For
example, the ATS stated:
We believe that the Administrator has
correctly stated that, beyond any degree of
scientific uncertainty, convincing and
compelling evidence has demonstrated that
exposure to ozone at levels below the current
standard is responsible for measurable and
significant adverse health effects, both in
terms of morbidity and mortality. * * * The
known respiratory, cardiac and perinatal
effects of ozone pollution are each in their
own right major public health issues. In
combination they provide immediate,
actionable information and require a
meaningful public health policy response
from the EPA. [ATS et al. pp. 1, 11]
Similar conclusions were also reached
in comments by many national, State,
and local public health organizations,
including, for example, the American
Lung Association (ALA) in a joint set of
comments with several environmental
groups, the American Heart Association
(AHA), the American Nurses
Association (ANA), the American Public
Health Association (APHA), and the
National Association of County and City
Health Officials (NACCHO), as well as
in letters to the Administrator from
EPA’s advisory panel on children’s
environmental health (Children’s Health
Protection Advisory Committee; Marty
et al., 2007a, 2007b). Environmental
groups also commented in support of
revising the standard, including the
Sierra Club, Environmental Defense, the
Natural Resources Defense Council
(NRDC), Earthjustice, and the U.S.
Public Interest Research Group (US
PIRG). All of these medical,
environmental and public health
commenters stated that the current O3
standard needs to be revised and that an
even more protective standard than
proposed by EPA is needed to protect
the health of sensitive population
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groups. Many individual commenters
also expressed such views.
The majority of State and local air
pollution control authorities who
commented on the O3 standard
supported revision of the current O3
standard, as did the National Tribal Air
Association (NTAA). Environmental
agencies that supported revising the
standard include agencies from:
Arkansas; California; Delaware; Iowa;
Illinois; Michigan; North Carolina; New
Mexico; New York; Oklahoma; Oregon;
Pennsylvania; Utah; Wisconsin; and
Washington, DC. State organizations,
including the National Association of
Clean Air Agencies (NACAA), Northeast
States for Coordinated Air Use
Management (NESCAUM), and the
Ozone Transport Commission (OTC)
urged that EPA revise the O3 standard.
All of these commenters supported
revisions to the current standard, with
most supporting a standard consistent
with CASAC’s recommendations.
In general, the commenters noted
above primarily based their views on
the body of evidence assessed in the
Criteria Document, finding it to be
stronger and more compelling than in
the last review. Some specifically agreed
with the weight of evidence approach
taken by the Criteria Document. These
commenters generally placed much
weight on CASAC’s interpretation of the
body of available evidence and the
results of EPA’s exposure and risk
assessments, both of which formed the
basis for CASAC’s recommendation to
revise the O3 standard to provide
increased public health protection.
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In recent years, a broad scientific
consensus has emerged that EPA’s current air
quality standards for ozone are not sufficient
to protect public health, and that the levels
and form must be greatly tightened. This
consensus is evidenced by the by the strong
unanimous comments of the CASAC, which
was backed by the endorsement of over 100
leading independent air quality scientists,
EPA’s Children’s Health Protection Advisory
Committee, and many others. In the face of
this strong consensus, it is untenable to cite
‘‘uncertainty’’ as a rationale for failing to
propose tighter standards. [ALA et al., p. 15]
Medical and public health commenters
also expressed the view that EPA must
not use uncertainty in the scientific
evidence as justification for retaining
the current O3 standard.
EPA generally agrees with these
commenters’ conclusion regarding the
need to revise the current primary O3
standard. The scientific evidencerelated health effects to O3 exposure
noted by these commenters was
generally the same as that assessed in
the Criteria Document and the proposal.
EPA agrees that this information
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provides a basis for concluding that the
current O3 standard is not adequately
protective of public health. For reasons
discussed below in sections II.C.3 and
II.C.4, however, EPA disagrees with
aspects of these commenters’ views on
the level of protection that is
appropriate and supported by the
available scientific information.
Another group of commenters
representing industry associations and
businesses opposed revising the current
primary O3 standard. These views were
extensively presented in comments from
the Utility Air Regulatory Group
(UARG), representing a group of electric
generating companies and organizations
and several national trade associations,
and in comments from other industry
and business associations including, for
example: Exxon Mobil Corporation; the
Alliance of Automobile Manufacturers
(AAM); the National Association of
Manufacturers (NAM), the American
Petroleum Institute (API). The API
sponsored a workshop at the University
of Rochester in June 2007 to review the
scientific information and health risk
assessment considered by EPA during
the review of the O3 NAAQS. Although
the report (hereafter, ‘‘Rochester
Report’’) from this workshop does not
offer judgments on the specific elements
of the current or proposed standard, it
has been cited in a number of public
comments that opposed revision of the
current 8-hour standard. The Annapolis
Center for Science-Based Public Policy
issued a report (hereafter, ‘‘Annapolis
Center’’) on the science and health
effects of O3, which explicitly opposed
revising the current O3 primary
standard. Several State environmental
agencies also opposed revising the
current O3 primary standard, including
agencies from: Georgia; Indiana;
Kentucky; Louisiana; Nevada; and
Texas.
As discussed more fully below in
sections dealing with specific
comments, these and other commenters
in this group generally mentioned many
of the same studies from the body of
evidence in the Criteria Document that
were cited by the commenters who
supported revising the standards, but
highlighted different aspects of these
studies in reaching substantially
different conclusions about their
strength and the extent to which
progress has been made in reducing
uncertainties in the evidence since the
last review. They then considered
whether the evidence that has become
available since the last review has
established a more certain risk or a risk
of effects that is significantly different in
character from those that provided a
basis for the current standards, or
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whether the evidence demonstrates that
the risk to public health upon
attainment of the current standards
would be greater than was understood
when EPA established the current O3
standard in 1997. These commenters
generally expressed the view that the
current standard provides the requisite
degree of public health protection.
In supporting their view that the
present primary O3 standard continues
to provide the requisite public health
protection and should not be revised,
UARG and others generally stated: That
the effects of concern have not changed
significantly since 1997; that the
uncertainties in the underlying health
science are as great or greater than in
1997; that the estimated number of
exposures of concern and health risks
upon attainment of the current O3
standard has not changed or decreased
since 1997; and that ‘‘new’’ studies not
included in the Criteria Document
continue to demonstrate uncertainties
about possible health risks associated
with exposure to O3 at levels below the
current standard. As noted above, EPA
disagrees with this general assessment,
and agrees with the general position that
the available information provides a
basis for concluding that the current O3
standard is not adequately protective of
public health. The rationale for this
position is discussed more fully in the
responses to specific comments that are
presented below.
More specific comments on the
evidence and EPA’s responses are
discussed below. Section II.B.2.a.i
contains comments on evidence from
controlled human exposure studies;
section II.B.2.a.ii contains comments on
evidence from epidemiological studies,
including interpretation of the evidence
and specific methodological issues.
Comments on evidence pertaining to atrisk subgroups for O3-related effects can
be found in section II.B.2.a.iii below.
EPA notes here that most of the issues
and concerns raised by commenters
concerning the health effects evidence,
including both the interpretation of the
evidence and specific technical or
methodological issues, were essentially
restatements of issues raised during the
review of the Criteria Document and the
Staff Paper. Most of these issues were
highlighted and thoroughly discussed
during the review of these documents
by the CASAC. More detailed responses
related to the interpretation of the
health effects evidence and its role in
the decision on the O3 NAAQS are
contained in the Response to Comments
document.
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i. Evidence from Controlled Human
Exposure Studies
As noted in the overview of health
effects evidence, section II.A.2 above,
two new controlled human-exposure
studies (Adams 2002, 2006) are now
available that examine respiratory
effects associated with prolonged O3
exposures at levels at and below 0.080
ppm, which was the lowest exposure
level that had been examined in the last
review. One group of commenters that
included national medical (e.g., ATS,
AMA, ACCP) and national
environmental and public health
organizations (e.g., ALA in a joint set of
comments with Environmental Defense,
Sierra Club), agreed with EPA’s
reanalysis of the Adams’ data while
disagreeing with EPA’s characterization
of the evidence from the Adams studies
as ‘‘very limited’’ (72 FR 37870). These
commenters expressed the view that the
Adams studies provide evidence of
effects at lower concentrations than had
previously been reported. They noted
that Adams, while finding small group
mean changes at 0.060 ppm, reported
total subjective symptom scores reached
statistical significance (relative to preexposure) at 5.6 and 6.6 hours, with the
triangular exposure scenario, and that
pain on deep inspiration values
followed a similar pattern to total
subjective symptoms scores. In addition,
Adams (2002) reports that ‘‘some
sensitive subjects experience notable
effects at 0.060 ppm,’’ based on a greater
than 10% reduction in FEV1. These
commenters made the point that the
responses of individuals are more
important than group mean responses
and that when the Adams (2002, 2006)
study data are corrected for the effects
of exercise in clean air, 7 percent of
subjects experience FEV1 decrements
greater than 10% at the 0.040 and 0.060
ppm exposure levels. They expressed
the view that while 2 of 30 tested
subjects responding at the 0.060 ppm
level may seem like a small number, a
7 percent response rate is far from
trivial. Seven percent of the U.S.
population is 21.2 million people (ALA
et al., p. 51). Noting that the subjects in
the Adams’ studies were all healthy
adults, these groups expressed concern
that ‘‘in some vulnerable populations
the magnitude of the response would be
greater and the exposure level at which
responses are observed to occur would
be lower’’ (ATS, p. 4).
These commenters generally
supported EPA’s reanalysis of the
Adams’ data, stating that EPA has
undertaken a careful reanalysis of the
underlying data in the Adams studies to
assess the change in FEV1 following
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exposure to 0.060 ppm O3 and filtered
air, and concluding that ‘‘the reanalysis
employs the standard approach used by
other researchers, and supported by
CASAC’’ (ALA et al., p. 49), and ‘‘we
believe that the Adams study shows
significant health effects at 0.06 ppm
exposure levels’’ (ATS, p. 5). The
American Thoracic Society, AMA and
other medical organizations conclude:
The Adams study confirms our
understanding that in healthy populations,
an important fraction of the population will
experience larger-than-average decrements in
FEV1 when exposed to low levels of ozone.
It is reasonable to assume that these effects
would be even greater when extrapolated to
other populations known to have sensitivities
to ozone (children, asthmatics, COPD
patients). We feel the correct conclusion to
draw from the Adams study is that there is
a significant fraction of the population that
will express significant responses to low
levels of ozone. [ATS, p. 5]
EPA generally agrees with most of the
comments summarized above, while
placing more emphasis on the limited
nature of the evidence addressing O3related lung function and respiratory
symptom responses at the 0.060 and
0.040 ppm exposure levels. As
characterized in the proposal notice,
EPA’s reanalysis of the data from the
most recent Adams study shows small
group mean decrements in lung
function responses to be statistically
significant at the 0.060 ppm exposure
level, while acknowledging that the
author’s analysis did not yield
statistically significant lung function
responses. The Adams studies report a
small percentage of subjects
experiencing lung function decrements
(≥10 percent) at the 0.060 ppm exposure
level. EPA disagrees with these
commenters that the percent of subjects
that experienced FEV1 decrements
greater than 10% in this study of 30
subjects can appropriately be
generalized to the U.S. population. The
Administrator concludes that these
studies provide very limited evidence of
O3-related lung function decrements
and respiratory symptoms at this lower
exposure level.
The second group of commenters,
who opposed revision of the standard,
raised many concerns about the role of
the Adams studies and EPA’s reanalysis
of the Adams data in the decision. With
regard to the results reported by Adams,
these commenters expressed the view
that the group mean FEV1 decrement
measured at 0.060 ppm was small, less
than 3%, which is within the 3 to 5%
range of normal measurement variability
for an individual (UARG, p. 12).
Moreover even the reported group mean
FEV1 decrements in Adams subjects
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when exposed to an O3 concentration of
0.080 ppm were described as quite
minimal, likely non-detectable by the
subjects and within the range that the
EPA would consider to be normal or
mild (UARG, p. 13); With respect to the
larger decrements in FEV1 (≥ 10%)
experienced by some subjects in the
Adams studies, these commenters stated
the view that such decrements would
not be considered adverse in healthy
individuals, and that ‘‘reliance on the
individual responses of such a
miniscule number of subjects (2 of 30)
is woefully inadequate as any basis for
a nationwide O3 standard’’ (UARG,
p.14). Some of these commenters put
the results of the Adams studies (2002,
2006) in the context of the 1997
decision on the O3 standard to reach the
conclusion that there is no basis for
revising that standard. They stated that
the data from Adams (2002, 2006) on O3
levels below 0.080 ppm was too limited
to support a revised standard, and noted
that responses reported in the Adams
studies at 0.080 ppm were similar to
responses reported previously
(Horstmann et al., 1990 and McDonnell
et al., 1991), and therefore, provided no
new information on O3 that was not
known at the time of EPA’s last review
(Exxon Mobil, pp. 5–6).
These commenters raised one or more
of the following concerns about EPA’s
reanalysis of the Adams data: (1) EPA’s
re-analysis was not published or peerreviewed, and therefore neither the
scientific community nor the public was
afforded opportunity to appropriately
review the analysis (Exxon Mobil, p. 6);
(2) EPA has misinterpreted the studies
of Dr. Adams, and over his objections
used a different analytical methodology
to reach a different conclusion; (3)
EPA’s reanalysis did not employ an
appropriate statistical test; the ANOVA
statistical test employed by Adams was
preferred over the statistical test used in
EPA’s reanalysis (paired t-test); and (4)
the reanalysis of the Adams data is
evidence that EPA interpreted and
presented scientific information in a
systematically biased manner, reflecting
purposeful bias because the reanalysis
supported staff policy recommendations
and Adams’ own analysis did not, and
the 10% decrement in FEV1 was a posthoc threshold chosen for compatibility
with EPA staff policy recommendations
(NAM, p. 19).
First, EPA agrees that the group mean
lung function decrement observed in the
Adams study at the 0.060 ppm exposure
level is relatively small. However, EPA
and the CASAC Panel observed that the
study showed some individuals
experienced lung function decrements
≥ 10 percent, which is the most
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important finding from this study in
terms of public health implications. The
magnitude of changes in the group mean
do not address whether a subset of the
population is at risk of health effects.
The clinical evidence to date makes it
clear that there is significant variability
in responses across individuals, so it is
important to look beyond group mean to
the response of subsets of the group to
evaluate the potential impact for
sensitive or susceptible parts of the
population. The Administrator also
agrees with both EPA staff and CASAC’s
views that this level of response may
not represent an adverse health effect in
healthy individuals but does represent a
level that should be considered adverse
for asthmatic individuals.
Second, EPA notes that its reanalysis
of the Adams (2006) study was prepared
in response to the issues and analysis
raised by a public commenter who made
a presentation to the CASAC Panel at its
March 5, 2007 teleconference. EPA
replicated the analysis and addressed
issues raised in these public comments
concerning the statistical significance of
0.060 ppm O3 exposure on lung
function response in the Adams (2006)
publication. EPA documented its
response in a technical memorandum
(Brown, 2007), which was placed in the
rulemaking docket prior to publication
of the proposal. EPA has clearly stated
that the additional statistical analyses
conducted by both the public
commenter and by EPA staff do not
contradict or undercut the statistical
analysis presented by Dr. Adams in his
published study, as EPA and the author
were addressing different questions.
While the author of the original study
was focused on determining whether
the changes observed on an hour-byhour basis were statistically significant
for different exposure protocols, EPA’s
reanalysis was focused on the different
question of whether there was a
statistically significant difference in
lung function decrement before and
after the entire 6.6 hour exposure period
between the 0.060 ppm exposure
protocol and filtered air.
Third, with respect to the concerns
raised by Dr. Adams and other
commenters that EPA had used an
inappropriate statistical approach to
address the question regarding
statistical significance of the average
lung function response at 0.060 ppm,
members of the CASAC Panel noted on
the March 5, 2007 teleconference the
very conservative nature of the
approach used by Adams to evaluate the
research questions posed by the author.
These same CASAC Panel members also
supported the use of the statistical
approach (i.e., paired-t test) used in the
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analysis prepared by the public
commenter, which was the same
approach later used in EPA’s reanalysis,
as the preferred method for analyzing
the pre-minus post-exposure lung
function responses reported in this
study. EPA agrees with the
characterization of the Adams (2006)
study in the Rochester Report, which
stated, ‘‘Although these findings have
not been confirmed or replicated, the
responses to 0.06 ppm ozone in this
[Adams] study are consistent with the
presence of an exposure-response curve
with responses that do not end abruptly
below 0.08 ppm.’’ This same report also
concluded,
The statistical test used in Adams (2006)
did not identify the response of the 0.06 ppm
exposure as statistically different from that of
the filtered air exposure. However,
alternative statistical tests suggest that the
observed small group mean response in FEV1
induced by exposure to 0.06 ppm compared
to filtered air is not the result of chance
alone. [Rochester Report, p. 56].
Fourth, EPA rejects the contention
that the conduct and presentation of its
reanalysis of the Adams (2006) study to
address issues raised by public
commenters represents purposeful bias
and was developed only to support a
pre-determined policy position. As
discussed above, EPA’s reanalysis
addressed a different question than the
author’s analysis contained in the
publication. Other controlled human
exposure studies had routinely
examined the same question EPA’s
reanalysis addressed, whether or not
there was a statistically significant
group mean response for the entire
exposure period compared to filtered
air.
ii Evidence from Epidemiological
Studies
This section contains major comments
on EPA’s assessment of epidemiological
studies in the proposal and the Agency’s
general responses to those comments.
Many of the issues discussed below are
addressed in more detail in the
Response to Comments document.
Comments on EPA’s interpretation and
assessment of the body of
epidemiological evidence are discussed
first and then comments on
methodological issues and particular
study designs are discussed. EPA notes
here that most of the issues and
concerns raised by commenters on the
interpretation of the epidemiological
evidence and methodological issues are
essentially restatements of issues raised
during the review of the Criteria
Document and Staff Paper. EPA
presented and the CASAC Panel
reviewed the interpretation of the
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epidemiological evidence in the Criteria
Document and the integration of the
evidence with policy considerations in
the development of the policy options
presented in the Staff Paper for
consideration by the Administrator.
CASAC reviewed both the O3 Criteria
Document and O3 Staff Paper and
approved of the scientific content and
accuracy of both documents. The
CASAC chairman sent to the
Administrator one letter (Henderson,
2006a) for the O3 Criteria Document and
another letter for the O3 Staff Paper
(Henderson, 2006c) indicating that these
documents provided an appropriate
basis for use in regulatory decision
making regarding the O3 NAAQS.
As with evidence from controlled
human exposure studies, sharply
divergent comments were received on
the evidence from epidemiological
studies, including EPA’s interpretation
of the evidence. One group of
commenters from medical, public health
and environmental organizations, in
general, supported EPA’s interpretation
of the epidemiological evidence (72 FR
37838, section II.a.3.a–c) with regard to
whether the evidence for associations is
consistent and coherent and whether
there is biological plausibility for
judging whether exposure to O3 is
causally related to respiratory and
cardiovascular morbidity and mortality
effects. Comments of public health and
environmental groups, including a joint
set of comments from ALA and several
environmental groups, note that more
than 250 new epidemiological studies,
published from 1996 to 2005, were
included in the Criteria Document and
point to a figure from the Staff Paper
and proposal (72 FR 37842, Figure 1) of
short-term O3 exposures and respiratory
health outcome showing consistency in
an array of positive effects estimates and
health endpoints observed in multiple
locations in Canada and the U.S.
Medical commenters, including ATS
and AMA, stated that these ‘‘real world’’
studies support the findings of chamber
studies to show adverse respiratory
health effects at levels below the current
8-hour O3 standard. These commenters
generally expressed agreement with the
weight of evidence approach taken by
the Criteria Document and the
conclusions reached, which were
reviewed by CASAC, that the effects of
O3 on respiratory symptoms, lung
function changes, emergency
department visits for respiratory and
cardiovascular effects, and hospital
admissions can be considered causal.
EPA generally agrees with this
interpretation of the epidemiological
evidence. The Criteria Document
concludes that positive and robust
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associations were found between
ambient O3 concentrations and various
respiratory disease hospitalization
outcomes and emergency department
visits for asthma, when focusing
particularly on results of warm-season
analyses. These positive and robust
associations are supported by the
human clinical, animal toxicological,
and epidemiological evidence for lung
function decrements, increased
respiratory symptoms, airway
inflammation, and increased airway
responsiveness. Taken together, the
overall evidence supports a causal
relationship between acute ambient O3
exposures and increased respiratory
morbidity outcomes resulting in
increased emergency department visits
and hospitalizations during the warm
season (EPA, 2006a, p. 8–77).
However, in contrast with EPA, these
commenters from ALA and other
environmental, medical and public
health groups asserted that the causal
associations extend down to the lowest
ambient O3 concentrations reported in
these studies. These commenters also
expressed the view that the respiratory
and cardiovascular system effects are
well-supported by the Hill criteria19 of
judging causality: strength of
association, consistency between
studies, coherence among studies, and
biological plausibility (ALA et al., pp.
51–52). They also noted that recent
studies provide compelling evidence
that exposure to O3 results in adverse
cardiovascular health effects (ATS,
p. 6–7).
EPA disagrees with the assertion of
these commenters that the causal
associations extend down to the lowest
ambient O3 concentrations reported in
these studies. The biological plausibility
of the epidemiological associations is
generally supported by controlled
human exposure and toxicological
evidence of respiratory morbidity effects
for levels at and below 0.080 ppm, but
that biological plausibility becomes
increasingly uncertain at much lower
levels. Further, at much lower levels, it
becomes increasingly uncertain as to
whether the reported associations are
related to O3 alone rather than to the
broader mix of air pollutants present in
the ambient air. With regard to
cardiovascular health outcomes, the
Criteria Document concludes that the
generally limited body of evidence from
animal toxicology, human controlled
19 The Hill criteria, published by Sir Bradford Hill
(1965), are commonly used criteria for reaching
judgments about causality from observed
associations, and these criteria were the basis for
the critical assessment of the epidemiological
evidence presented in the Criteria Document (pp.
7–3–7–4).
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exposure, and epidemiologic studies is
suggestive that O3 can directly and/or
indirectly contribute to cardiovascularrelated morbidity, and that for
cardiovascular mortality the Criteria
Document suggests that effects estimates
are more consistently positive and
statistically significant in warm season
analyses but that additional research is
needed to more fully establish the
underlying mechanisms by which such
mortality effects occur (EPA, 2006a, pp.
8–77–78).
The second group of commenters,
mostly representing industry
associations and some businesses
opposed to revising the primary O3
standard, disagreed with EPA’s
interpretation of the epidemiological
evidence. These commenters expressed
the view that while many new
epidemiological studies have been
published since the current primary O3
standard was promulgated, the
inconsistencies and uncertainties
inherent in these studies as a whole
should preclude any reliance on them as
justification for a more stringent
primary O3 NAAQS. They contend that
the purported consistency is the result
of inappropriate selectivity in focusing
on specific studies and specific results
within those studies (UARG, p. 15).
With regard to daily mortality, the
proposal emphasizes the multi-city
studies, suggesting that they have the
statistical power to allow the authors to
reliably distinguish even weak
relationships from the null hypothesis
with statistical confidence. However,
these commenters note that these
studies are not consistent, with regard to
the findings concerning individual
cities analyzed in the multi-city
analyses. One commenter asserted that
each of the multi-city studies and metaanalyses cited by EPA involves cities for
which the city-specific estimates of O3
effects have been observed to vary over
a wide range that includes negative [i.e.,
beneficial] effects (API, p. 15). To
illustrate this point, many commenters
point to EPA’s use of the study by Bell
et al., 2004. They note that in focusing
on the national estimate from Bell of the
association between 24-hour average O3
levels and daily mortality, the
Administrator overlooks the very
significant and heterogeneous
information of the individual analyses
of the 95 cities used to produce the
national estimate and, based on this
inconsistency, question whether what is
being seen is actually an O3 mortality
association at all (UARG, p. 16).
EPA has accurately characterized the
inconsistencies and uncertainties in the
epidemiological evidence and strongly
denies that it has inappropriately
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focused on specific positive studies or
specific positive results within those
studies. EPA’s assessment of the health
effects evidence in the Criteria
Document has been reviewed by the
CASAC Panel. EPA has appropriately
characterized the heterogeneity in O3
health effects in assessing the results of
the single-city and multi-city studies
and the meta-analyses, as discussed in
section 7.6.6 of the Criteria Document.
In general, in the proposal, the
Administrator recognized that in the
body of epidemiological evidence, many
studies reported positive and
statistically significant associations,
while others reported positive results
that were not statistically significant,
and a few did not report any positive
O3-related associations. In addition, the
Administrator judged that evidence of a
causal relationship between adverse
health outcomes and O3 exposures
became increasingly uncertain at lower
levels of exposure.
More specifically, the Bell et al.
(2004) study observed a statistically
significant, positive association between
short-term O3 concentrations (24-hour
average) and all-cause mortality using
data from 95 U.S. National Morbidity,
Mortality, and Air Pollution Study
(NMMAPS) communities. The objective
of the NMMAPS was to develop an
overall national effect estimate using
multi-city time-series analyses, by
drawing on information from all of the
individual cities. The strength of this
approach is the use of a uniform
analytic methodology, avoidance of
selection bias, and larger statistical
power. Significant intercity
heterogeneity was noted in the Bell et
al. and other multi-city studies,
probably due to many factors, including
city-specific differences in pollution
characteristics, the use of air
conditioning, time spent indoors versus
outdoors, and socioeconomic factors.
Levy et al. (2005) found suggestive
evidence that air conditioning
prevalence was a predictor of
heterogeneity in O3 risk estimates in
their meta-analysis.
Several commenters argued that EPA
overstates the probability of causal links
between health effects and exposure to
O3, especially at the lower
concentrations examined, and that the
statistical associations found in the
cited epidemiological studies do not
automatically imply that a causal
relationship exists. These commenters
expressed the view that the correlation
between health effects and O3 exposure
must be rigorously evaluated according
to a standard set of criteria before
concluding that there is a causal link
and that EPA fails to articulate and
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follow the weight of the evidence or
established causality criteria for
evaluating epidemiological studies in
drawing conclusion regarding causality
(Exxon Mobil, pp. 10–11).
In the proposal, EPA explicitly stated
that epidemiological studies are not
themselves direct evidence of a causal
link between exposure to O3 and the
occurrence of effects (72 FR 37879).
Throughout the O3 review, a standard
set of criteria have been used to evaluate
evidence of a causal link. The critical
assessment of epidemiological evidence
presented in the Criteria Document was
conceptually based upon consideration
of salient aspects of the evidence of
associations so as to reach fundamental
judgments as to the likely causal
significance of the observed associations
in accordance with the Hill criteria
(Criteria Document, pp. 7–3—7–4).
Moreover, consistent with the proposal
the Administrator has specifically
considered evidence from
epidemiological studies in the context
of all the other available evidence in
evaluating the degree of certainty that
O3-related adverse health effects occur
at various levels at and below 0.080
ppm, including the strong evidence
from controlled human exposure studies
and the toxicological studies that
demonstrate biological plausibility and
mechanisms for effects. More detailed
discussion of the criteria used to
evaluate evidence with regard to
judgments about causality can be found
in the Response to Comments
document.
Several commenters made the point
that the results of the new
epidemiological studies included in this
review are not coherent. They state that
although EPA notes that estimates of
risk from cardiovascular mortality are
higher than those for total mortality and
indicates that these findings are highly
suggestive that short-term O3 exposure
directly or indirectly contributes to
cardiovascular mortality, the Agency
fails to contrast the mortality studies to
studies of hospital admissions for
cardiovascular causes. Most studies of
cardiovascular causes have not found
statistically significant associations with
O3 exposures (UARG, pp. 16–17).
EPA strongly disagrees that it has
failed to appropriately characterize the
association between O3 exposure and
potential cardiovascular morbidity and
mortality effects. As noted above, the
Criteria Document characterizes the
overall body of evidence as limited, but
highly suggestive, and concludes that
much needs to be done to more fully
integrate links between ambient O3
exposures and adverse cardiovascular
outcomes (EPA, 2006a, p. 8–77). Some
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field/panel studies that examined
associations between O3 and various
cardiac physiologic endpoints have
yielded limited epidemiological
evidence suggestive of a potential
association between acute O3 exposure
and altered HRV, ventricular
arrhythmias, and incidence of
myocardial infarction (Criteria
Document, section 7.2.7). In addition,
there were approximately 20 single-city
studies of emergency department visits
and hospital admissions for all
cardiovascular diseases or specific
diseases (i.e., myocardial infarction,
congestive heart failure, ischemic heart
disease, dysrhythmias). In the studies
using all year data, many showed
positive results but few were
statistically significant. Given the strong
seasonal variations in O3 concentrations
and the changing relationship between
O3 and other copollutants by season,
inadequate adjustment for seasonal
effects might have masked or
underestimated the associations. In the
limited number of studies that analyzed
data by season (6 studies), statistically
significant associations were observed
in all but one study (Criteria Document,
section 7.3.4). Newly available animal
toxicology data provide some
plausibility for the observed
associations between O3 and
cardiovascular outcomes. EPA believes
that its characterization of the evidence
for O3-related cardiovascular system
effects is appropriate. It is clear that
coherence is stronger in the much larger
body of evidence of O3-related
respiratory morbidity and mortality
effects.
Many commenters who did not
support revising the current O3 primary
standard also submitted comments on
specific methodological issues related to
the epidemiological evidence,
including: The adequacy of exposure
data; confounding by copollutants;
model selection; evidence of mortality;
and, new studies not included in the
Criteria Document. Some of the major
comments on methodological issues
raised by these commenters are
discussed below. The Response to
Comments document contains more
detailed responses to many of these
comments, as well as responses to other
comments not considered here.
(1) Adequacy of exposure data. Many
commenters expressed concern about
the adequacy of exposure data both for
time-series and panel studies. These
commenters argued that almost all of
the epidemiological studies on which
EPA relies in recommending a more
stringent O3 standard are based on data
from ambient monitors for which there
is a poor correlation with the actual
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personal exposure subjects receive
during their daily activities. They
questioned the Administrator’s
conclusion that in the absence of
available data on personal O3 exposure,
the use of routinely monitored ambient
O3 concentrations as a surrogate for
personal exposures is not generally
expected to change the principal
conclusions from epidemiological
studies. These commenters also note
that, in its June 2006 letter, the CASAC
Panel raised the issue of exposure error,
concluding that it called into question
whether observed associations could be
attributed to O3 alone (API, p. 17). One
of these commenters cited studies (e.g.,
Sarnat et al., 2001; Sarnat et al., 2005)
that show a lack of correlation between
personal exposures and ambient
concentrations (NAM, p. 22). Another
cited studies (Sarnat et al., 2001, 2005,
and 2006; and Koutrakis et al., 2005)
that have found that the ability of
ambient gas monitors to represent
personal exposure to such gases is
similarly quite limited, including: (1)
Most personal exposures are so low as
to be not detectable at a level of 5 parts
per billion (ppb), resulting in very low
correlation between concentrations
reported from central ambient monitors
and personal monitors; (2) O3
measurements from ambient monitors
are a better surrogate for personal
exposure to PM2.5 than to O3; and (3)
populations expected to be potentially
susceptible to O3, including children,
the elderly, and those with COPD, are at
the low end of the population exposure
distribution (Exxon Mobil, pp. 15–16).
These commenters contended that
without such a correlation there is no
legitimate way for EPA to conclude that
O3 exposure has caused the reported
health effects, or to conclude that use of
routinely monitored ambient O3
concentrations as a surrogate for
personal exposures is adequate. Some of
these commenters also contended that
EPA incorrectly concludes that the
exposure error in epidemiological
studies results in an underestimate of
risk (Exxon Mobil, p. 20).
With regard to the views on exposure
measurement error expressed by
CASAC, while the commenter is correct
that the CASAC Panel raised the
question of exposure error and whether
observed associations could be
attributed to O3 alone, the commenter
failed to note that CASAC’s comment
was focused on the association between
O3 and mortality, at very low O3
concentrations and in the group of
people most susceptible to premature
mortality. The CASAC Panel in its June
2006 letter stated:
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The population that would be expected to
be potentially susceptible to dying from
exposure to ozone is likely to have ozone
exposures that are at the lower end of the
ozone population distribution, in which case
the population would be exposed to very low
ozone concentrations, and especially so in
winter. Therefore it seems unlikely that the
observed associations between short-term
ozone concentrations and daily mortality are
due solely to ozone itself. [Henderson 2006b,
pp. 3–4]
This section of the quote, which was
not addressed in the comment
submitted by API, together with the
conclusions in the final CASAC letter
(Henderson, 2007), leads EPA to
conclude that contrary to the
commenters’ assertion, the CASAC
Panel was not calling into question the
association between O3 exposure and
the full range of morbidity effects found
in panel or time-series studies that rely
on ambient monitoring data as a
surrogate for personal exposure data. It
is important to note that EPA agrees that
the evidence is only highly suggestive
that O3 directly or indirectly contributes
to mortality, as compared to the stronger
evidence of causality for respiratory
morbidity effects.
EPA agrees that exposure
measurement error may result from the
use of stationary ambient monitors as an
indicator of personal exposure in
population studies. There is a full
discussion of measurement error and its
effect on the estimates of relative risk in
section 7.1.3.1 of the Criteria Document.
However, the possibility of
measurement error does not preclude
the use of ambient monitoring data as a
surrogate for personal exposure data in
time-series or panel studies. It simply
means that in some situations where the
likelihood of measurement error is
greatest, effects estimates must be
evaluated carefully and that caution
must be used in interpreting the results
from these studies. Throughout this
review, EPA has recognized this
concern. The Criteria Document states
that there is supportive evidence that
ambient O3 concentrations from central
monitors may serve as valid surrogate
measures for mean personal O3
exposures experienced by the
population, which is of most relevance
to time-series studies, in which
individual variations in factors affecting
exposure tend to average out across the
study population. This is especially true
for respiratory hospital admission
studies for which much of the response
is attributable to O3 effects on
asthmatics. In children, for whom
asthma is more prevalent than for
adults, ambient monitors are more likely
to correlate reasonably well with
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personal exposure to O3 of ambient
origin because children tend to spend
more time outdoors than adults in the
warm season. EPA does not agree that
the correlation between personal
exposure and ambient monitoring data
is necessarily poor, especially in
children. Moreover, the CASAC Panel
supported this view as they noted that
‘‘[p]ersonal exposures most likely
correlate better with central site values
for those subpopulations that spend a
good deal of time outdoors, which
coincides, for example, with children
actively engaged in outdoor activities,
and which happens to be a group that
the ozone risk assessment focuses
upon.’’ (Henderson, 2006c. p. 10).
However, the Criteria Document notes
that there is some concern in
considering certain mortality and
hospitalization time-series studies
regarding the extent to which ambient
O3 concentrations are representative of
personal O3 exposures in another
particularly susceptible group of
individuals, the debilitated elderly, as
the correlation between the two
measurements has not been examined in
this population. A better understanding
of the relationship between ambient
concentrations and personal exposures,
as well as of the factors that affect the
relationship, will improve the
interpretation of observed associations
between ambient concentration and
population health response.
With regard to the specific comments
that reference the findings of studies by
Sarnat et al. (2001, 2005, 2006) and
Koutrakis et al. (2005), the fact that
personal exposure monitors cannot
detect O3 levels of 5 ppb and below may
in part explain why there was a poor
correlation between personal exposure
measurements and ambient monitoring
data in the winter relative to the
correlation in the warm season, along
with differences in activity patterns and
building ventilation. In one study
conducted in Baltimore, Sarnat et al.
(2001) observed that ambient O3
concentrations showed stronger
associations with personal exposure to
PM2.5 than to O3; however, in a later
study conducted in Boston (Sarnat et al.,
2005), ambient O3 concentrations and
personal O3 exposures were found to be
significantly associated in the summer.
Another study cited by the commenter,
but not included in the Criteria
Document, conducted in Steubenville
(Sarnat et al., 2006), also observed
significant associations between
ambient O3 concentrations and personal
O3. The authors noted that the cityspecific discrepancy in the results may
be attributable to differences in
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ventilation. Though the studies by
Sarnat et al. (2001, 2005, and 2006)
included senior citizens, the study
selection criteria required them to be
nonsmoking and physically healthy.
EPA is not relying on studies that are
not in the Criteria Document, such as
Sarnat et al. (2006), to refute the
commenters. However, EPA notes that
Sarnat et al. (2006) does not support the
conclusion drawn by the commenters
that this study shows very limited
associations between ambient O3
concentrations and personal exposures.
Existing epidemiologic models may
not fully take into consideration all the
biologically relevant exposure history or
reflect the complexities of all the
underlying biological processes. Using
ambient concentrations to determine
exposure generally overestimates true
personal O3 exposures (by
approximately 2- to 4-fold in the various
studies described in the Criteria
Document, section 3.9), which assuming
the relationship is causal, would result
in biased descriptions of underlying
concentration-response relationships
(i.e., in attenuated effect estimates).
From this perspective, the implication is
that the effects being estimated in
relationship to ambient levels occur at
fairly low personal exposures and the
potency of O3 is greater than these effect
estimates indicate. On the other hand,
as very few studies evaluating O3 health
effects with personal O3 exposure
measurements exist in the literature,
effect estimates determined from
ambient O3 concentrations must be
evaluated and used with caution to
assess the health risks of O3 (Criteria
Document, pp. 7–8 to 7–10).
Nonetheless, as noted in section II.C.3 of
the proposal, the use of routinely
monitored ambient O3 concentrations as
a surrogate for personal exposures is not
generally expected to change the
principal conclusions from O3
epidemiologic studies. Therefore,
population risk estimates derived using
ambient O3 concentrations from
currently available observational
studies, with appropriate caveats about
personal exposure considerations,
remain useful (72 FR 37839).
(2) Confounding by copollutants.
Many commenters argued that known
confounders are inadequately controlled
in the epidemiological studies of O3 and
various health outcomes and that the
health effects of O3 are often not
statistically significant when
epidemiological studies consider the
effects of confounding air pollutants
(e.g., PM2.5, CO, nitrogen dioxide (NO2)
in multi-pollutant models. For example,
Mortimer et al. (2002), a large multi-city
asthma panel study, found that when
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other pollutants, i.e., sulfur dioxide
(SO2), NO2, and particles with an
aerodynamic diameter less than or equal
to a nominal 10 micrometers (PM10),
were placed in a multi-pollutant model
with O3, the O3-related associations
with respiratory symptoms and lung
function became non-significant.
The National Cooperative Inner-City
Asthma Study (Mortimer et al., 2002)
evaluated air pollution health effects in
846 asthmatic children in 8 urban areas.
The pollutants evaluated included O3,
PM10, SO2, and NO2. Three effects were
evaluated: (1) Daily percent change in
lung function, measured as peak
expiratory flow rate (PEFR); (2)
incidence of (≥ 10% reduction in lung
function (PEFR); and, (3) incidence of
symptoms (i.e., cough, chest tightness,
and wheeze). EPA notes that in this
study, O3 was the only pollutant
associated with reduction in lung
function. Nitrogen dioxide had the
strongest effect on morning symptoms,
and the authors concluded it ‘‘* * *
may be a better marker for the summerpollutant mix in these cities’’ but had no
association with morning lung function.
In a two-pollutant model with NO2, the
O3 effect on morning symptoms
remained relatively unchanged. Sulfur
dioxide had statistically significant
effects on morning symptoms but no
association with morning lung function.
Particulate matter (PM10), which was
measured daily in 3 cities, had no
statistically significant effect on
morning lung function. In a twopollutant model with O3, the PM10
estimate for morning symptoms was
slightly reduced and there was a larger
reduction in the O3 estimate, which
remained positive but not statistically
significant. A more general discussion
and response to this issue concerning
confounding by copollutants is
presented in the Response to Comments
document.
(3) Model selection. Commenters who
did not support revision of the primary
O3 standard raised issues regarding the
adequacy of model specification
including control of temporal and
weather variables in the time-series
epidemiological studies that EPA has
claimed support the finding of O3related morbidity and mortality health
outcomes. Specifically, concerns were
expressed regarding the following
issues: (i) Commenters noted that recent
meta-analyses have confirmed the
important effects of model selection in
the results of the time-series studies,
including the choice of models to
address weather and the degree of
smoothing, in direct contradiction of the
Staff Paper’s conclusion on the
robustness of the models used in the O3
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time-series studies (Exxon Mobil, p. 41);
(ii) commenters contended that there
were no criteria for how confounders
such as temperature or other factors
were to be addressed, resulting in
arbitrary model selection potentially
impacting the resulting effect estimates;
and (iii) commenters expressed the view
that to appropriately address concerns
about model selection in the O3 timeseries studies, EPA should rely on an
alternative statistical approach,
Bayesian model averaging, that
incorporates a range of models
addressing confounding variables,
pollutants, and lags rather than a single
model.
In response to the first issue, EPA
agrees that the results of the metaanalyses do support the conclusion that
there are important effects of model
selection and that, for example,
alternative models to address weather
might make a difference of a factor of
two in the effect estimates. However, as
noted in the Criteria Document, one of
the meta-analyses (Ito et al., 2005)
suggested that the stringent weather
model used in the Bell et al. (2004)
NMMAPS study may tend to yield
smaller effect estimates than those used
in other studies (Criteria Document, p.
7–96), and, thus concerns about
appropriate choice of models could
result in either higher or lower effect
estimates than reported. In addressing
this issue, the Criteria Document
concluded,
Considering the wide variability in
possible study designs and statistical model
specification choices, the reported O3 risk
estimates for the various health outcomes are
in reasonably good agreement. In the case of
O3-mortality time-series studies,
combinations of choices in model
specifications * * * alone may explain the
extent of difference in O3 risk estimates
across studies. (Criteria Document, p. 7–174)
Second, the issues surrounding
sensitivity to model specifications were
thoroughly discussed in the Criteria
Document (see section 7.1.3.6) and
evaluated in some of the meta-analyses
reviewed in the Criteria Document and
Staff Paper. As stated in the Criteria
Document, O3 effect estimates ‘‘were
generally more sensitive to alternative
weather models than to varying degrees
of freedom for temporal trend
adjustment’’ (Criteria Document, p. 7–
176). The Criteria Document also
concluded that ‘‘although there is some
concern regarding the use of
multipollutant models * * * results
generally suggest that the inclusion of
copollutants into the models do not
substantially affect O3 risk estimates’’
and the results of the time-series studies
are ‘‘robust and independent of the
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16459
effects of other copollutants’’ (Criteria
Document, p. 7–177). Overall, EPA
continues to believe that based on its
integrated assessment, the time-series
studies provide strong support for
concluding there are O3-related
morbidity effects, including respiratoryrelated hospital admissions and
emergency department visits during the
warm season, and that the time-series
studies provide findings that are highly
suggestive that short-term O3 exposure
directly or indirectly contributes to nonaccidental and cardiorespiratory-related
mortality.
The Administrator acknowledges that
uncertainties concerning appropriate
model selection are an important source
of uncertainty affecting the specific risk
estimates included in EPA’s risk
assessment and that these quantitative
risk estimates must be used with
appropriate caution, keeping in mind
these important uncertainties, as
discussed above in section II.A.3. As
discussed later in this notice, the
Administrator is not relying on any
specific quantitative effect estimates
from the time-series studies or any risk
estimates based on the time-series
studies in reaching his judgment about
the need to revise the current 8-hour O3
standard.
Third, in response to commenters
who suggested that EPA adopt an
alternative statistical approach, i.e.,
Bayesian model averaging, to address
concerns about potential arbitrary
selection of models, the Criteria
Document evaluated the strengths and
weaknesses of such methods in the
context of air pollution epidemiology.
The Criteria Document noted several
limitations, especially where there are
many interaction terms and
meteorological variables and where
variables are highly correlated, as is the
case for air pollution studies, which
makes it very difficult to interpret the
results using this alternative approach.
EPA believes further research is needed
to address concerns about model
selection and to develop appropriate
methods addressing these concerns.
(4) Evidence of mortality. Many
commenters, including those that
argued for revising the current O3
standard as well as those that argued
against revisions, focused on the new
evidence from multi-city time-series
analyses and meta-analyses linking O3
exposure with mortality. Again, the
comments were highly polarized. One
set of commenters, including medical,
public health, and environmental
organizations argued that recent
published research has provided more
robust, consistent evidence linking O3 to
cardiovascular and respiratory
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mortality. The ATS, AMA, and others
stated that data from single-city studies,
multiple-city studies, and meta-analyses
show a consistent relationship between
O3 exposure and mortality from
respiratory and cardiovascular causes.
These commenters noted that this effect
was observed after controlling for copollutants and seasonal impacts. These
commenters stated that research has
demonstrated that exposure to O3
pollution is causing premature deaths,
and has also provided clues on the
possible mechanisms that lead to
premature mortality (ATS, p. 4). These
commenters noted that people may die
from O3 exposure even when the
concentrations are well below the
current standard. They pointed to a
study (Bell et al., 2006) in which the
authors followed up on their 2004
multi-city study to estimate the
exposure-response curve for O3 and the
risk of mortality and to evaluate
whether a threshold exists below which
there is no effect. The authors applied
several statistical models to data on air
pollution, weather, and mortality for 98
U.S. urban communities for the period
1987 to 2000. The study reported that
O3 and mortality results did not appear
to be confounded by temperature or PM
and showed that any threshold, if it
existed, would have to be at very low
concentrations, far below the current
standard (ALA et al., p. 74). Another
approach also indicated that the
mortality effect is unlikely to be
confounded by temperature. A casecrossover study (Schwartz 2005) of over
one million deaths in 14 U.S. cities,
designed to control for the effect of
temperature on daily deaths attributable
to O3, found that the association
between O3 and mortality risk reported
in the multi-city studies is unlikely to
be due to confounding by temperature
(ALA et al., p. 76). These commenters
argue that meta-analyses also provide
compelling evidence that the O3mortality findings are consistent. They
point to three independent analyses
conducted by separate research groups
at Johns Hopkins University, Harvard
University and New York University,
using their own methods and study
criteria, which reported a remarkably
consistent link between daily O3 levels
and total mortality.
In response, EPA notes that the
Criteria Document states that the results
from the U.S. multi-city time-series
studies provide the strongest evidence
to date for O3 effects on acute mortality.
Recent meta-analyses also indicate
positive risk estimates that are unlikely
to be confounded by PM; however,
future work is needed to better
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understand the influence of model
specifications on the risk coefficient
(EPA, 2006a, p. 7–175). The Criteria
Document concludes that these findings
are highly suggestive that short-term O3
exposure directly or indirectly
contributes to non-accidental and
cardiorespiratory-related mortality but
that additional research is needed to
more fully establish the underlying
mechanisms by which such effects
occur (72 FR 37836). Thus while EPA
generally agrees with the direction of
the comment, EPA believes the evidence
supports a view as noted above. In
addition, it must be noted that the
Administrator did not focus on
mortality as a basis for proposing that
the current O3 standard was not
adequate. In the proposal, the
Administrator focused on the very
strong evidence of respiratory morbidity
effects in healthy people at the 0.080
ppm exposure level and new evidence
that people with asthma are likely to
experience larger and more serious
effects than healthy people at the same
level of exposure (72 FR 37870). With
regard to the ambient concentrations at
which O3-related mortality effects may
be occurring, EPA recognized in the
proposal that evidence of a causal
relationship between adverse health
effects and O3 exposures becomes
increasingly uncertain at lower levels of
exposure (72 FR 37880). This is
discussed more fully in section (b)
below.
Several industry organizations argued
against placing any reliance on the timeseries epidemiological studies,
especially those studies related to
mortality effects. The Annapolis Center
(p. 46) makes the point that although
there may be somewhat more positive
associations than negative associations,
there is so much noise or variability in
the data that identifying which positive
associations may be real health effects
and which are not is beyond the
capability of current methods. They cite
the view that the CASAC Panel
expressed in a June 2006 letter
(Henderson, 2006b), noting that
‘‘Because results of time-series studies
implicate all of the criteria pollutants,
findings of mortality time-series studies
do not seem to allow us to confidently
attribute observed effects specifically to
individual pollutants.’’
Because of the importance of the O3
mortality multi-city studies in EPA’s
analysis of this issue, several of these
commenters focused on them in
particular, arguing that, although these
studies have the statistical power to
distinguish weak relationships between
daily O3 and mortality, they do not
provide reliable or consistent evidence
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implicating O3 exposures as a cause of
mortality. Several reasons were given,
including: (a) The multi-city studies
cited by EPA involve a wide range of
city-specific effects estimates, including
some large cities that have very slight or
negligible effects (e.g., Los Angeles)
(Bell et al., 2004), thus causing several
commenters to question the relevance of
a ‘‘national’’ effect of O3 on mortality
and argue that a single national O3
concentration-mortality coefficient
should be used and interpreted with
caution (Rochester Report p. 4); (b) the
multi-city mortality studies did not
sufficiently account for other pollutants,
for example, Bell et al. (2004) adjusted
for PM10 but did not have the necessary
air quality data to adequately adjust for
PM2.5, which EPA has concluded also
causes mortality and is correlated with
O3, especially in the summer months
(Annapolis Center, p. 42); and (c) these
studies contain several findings that are
inconsistent or implausible, such as
premature mortality reported at such
low levels as to imply that O3-related
mortality is occurring at levels well
within natural background, which is not
biologically plausible (Annapolis
Center, p. 42).
Evidence supporting an association
between short-term O3 exposure and
premature mortality is not limited to
multi-city time-series studies. Most
single-city studies show elevated risk of
total, non-accidental mortality,
cardiorespiratory, and respiratory
mortality (> 20 studies), including one
study in an area that would have met
current standard (Vedal et al., 2003).
Three large meta-analyses, which pool
data from many single-city studies to
increase statistical power, reported
statistically significant associations and
examined sources of heterogeneity in
those associations (Bell et al., 2005; Ito
et al., 2005; Levy et al. 2005). These
studies found: (1) Larger and more
significant effects in the warm season
than in the cool season or all year; (2)
no strong evidence of confounding by
PM; and (3) suggestive evidence of
publication bias, but significant
associations remain even after
adjustment for the publication bias.
Moreover, EPA asserts that the
biological plausibility of the
epidemiological mortality associations
is generally supported by controlled
human exposure and toxicological
evidence of respiratory morbidity effects
for levels at and below 0.080 ppm, but
that biological plausibility becomes
increasingly uncertain especially below
0.060 ppm, the lowest level at which
effects were observed in controlled
human exposure studies. Further, at
lower levels, it becomes increasingly
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uncertain as to whether the reported
associations are related to O3 alone
rather than to the broader mix of air
pollutants present in the ambient air.
EPA agrees that the multi-city times
series studies evaluated in this review
do not completely resolve this issue. It
also becomes increasingly uncertain as
to whether effect thresholds exist but
cannot be clearly discerned by statistical
analyses. Thus, when considering the
epidemiological evidence in light of the
other available information, it is
reasonable to judge that at some point
the epidemiological associations cannot
be interpreted with confidence as
providing evidence that the observed
health effects can be attributed to O3
alone.
In the letter cited, the CASAC Panel
did raise the issue of the utility of timeseries studies in the standard setting
process with regard to time-series
mortality studies. Nevertheless, in a
subsequent letter to the Administrator,
CASAC noted these mortality studies as
evidence to support a recommendation
to revise the current primary O3
standard. ‘‘Several new single-city
studies and large multi-city studies
designed specifically to examine the
effects of ozone and other pollutants on
both morbidity and mortality have
provided more evidence for adverse
health effects at concentrations lower
than the current standard (Henderson,
2006c, p. 3).’’
With regard to the specific issues
raised in the comments as to why the
times-series mortality studies do not
provide reliable or consistent evidence
implicating O3 exposure as a cause of
mortality, EPA has the following
responses:
(a) The purpose of the NMMAPS
approach is not to single out individual
city results but rather to estimate the
overall effect from the 95 communities.
It was designed to provide a general,
nationwide estimate. With regard to the
very slight or negligible effects estimates
for some large cities (e.g., Los Angeles),
an important factor to consider is that
the Bell et al. (2004) study used all
available data in their analyses. Bell et
al., reported that the effect estimate for
all available (including 55 cities with all
year data) and warm season (April–
October) analyses for the 95 U.S. cities
were similar in magnitude; however, in
most other studies, larger excess
mortality risks were reported in the
summer season (generally June–August
when O3 concentrations are the highest)
compared to all year or the cold season.
Though the effect estimate for Los
Angeles is small compared to some of
the other communities, it should be
noted that all year data (combined warm
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and cool seasons) was used in the
analyses for this city, which likely
resulted in a smaller effect estimate.
Because all year data was used for Los
Angeles, the median O3 concentration
for Los Angeles is fairly low compared
to the other communities, ranked 23rd
out of 95 communities. The median 24hour average O3 concentration for Los
Angeles in this dataset was 22 ppb, with
a 10th percentile of 8 ppb to a 90th
percentile of 38 ppb. The importance of
seasonal differences in O3-related health
outcomes has been well documented.
(b) In section 7.4.6, O3 mortality risk
estimates adjusting for PM exposure, the
Criteria Document states that the main
confounders of interest for O3,
especially for the northeast U.S., are
‘‘summer haze-type’’ pollutants such as
acid aerosols and sulfates. Since very
few studies included these chemical
measurements, PM (especially PM2.5)
data, may serve as surrogates. However,
due to the expected high correlation
among the constituents of the ‘‘summer
haze mix,’’ multipollutant models
including these pollutants may result in
unstable coefficients; and, therefore,
interpretation of such results requires
some caution.
In this section, Figure 7–22 shows the
O3 risk estimates with and without
adjustment for PM indices using all-year
data in studies that conducted twopollutant analyses. Approximately half
of the O3 risk estimates increased
slightly, whereas the other half
decreased slightly with the inclusion of
PM in the models. In general, the O3
mortality risk estimates were robust to
adjustment for PM in the models.
The U.S. 95 communities study by
Bell et al. (2004) examined the
sensitivity of acute O3-mortality effects
to potential confounding by PM10.
Restricting analysis to days when both
O3 and PM10 data were available, the
community-specific O3-mortality effect
estimates as well as the national average
results indicated that O3 was robust to
adjustment for PM10 (Bell et al., 2004).
As commenters noted, there were
insufficient data available to examine
potential confounding by PM2.5. One
study (Lipfert et al., 2000) reported O3
risk estimates with and without
adjustment for sulfate, a component of
PM2.5. Lipfert et al. (2000) calculated O3
risk estimates based on mean (45 ppb)
less background (not stated) levels of 1hour max O3 in seven counties in
Pennsylvania and New Jersey. The O3
risk estimate was not substantially
affected by the addition of sulfate in the
model (3.2% versus 3.0% with sulfate)
and remained statistically significant.
Several O3 mortality studies examined
the effect of confounding by PM indices
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in different seasons (Figure 7–23,
section 7.4.6, Criteria Document). In
analyses using all-year data and warmseason only data, O3 risk estimates were
once again fairly robust to adjustment
for PM indices, with values showing
both slight increases and decreases with
the inclusion of PM in the model. In the
analyses using cool season data only,
the O3 risk estimates all increased
slightly with the adjustment of PM
indices, although none reached
statistical significance.
The three recent meta-analyses (Bell
et al., 2005; Ito et al., 2005; Levy et al.,
2005) all examined the influence of PM
on O3 risk estimates. No substantial
influence was observed in any of these
studies. In the analysis by Bell et al.
(2005), the combined estimate without
PM adjustment was 1.75% (95% PI:
1.10, 2.37) from 41 estimates, and the
combined estimate with PM adjustment
was 1.95% (95% PI: ¥0.06, 4.00) from
11 estimates per 20 ppb increase in 24hour average O3. In the meta-analysis of
15 cities by Ito et al. (2005), the
combined estimate was 1.6% (95% CI:
1.1, 2.2) and 1.5% (95% CI: 0.8, 2.2) per
20 ppb in 24-hour average O3 without
and with PM adjustment, respectively.
The additional time-series analysis of
six cities by Ito et al. found that the
influence of PM by season varied across
alternative weather models but was
never substantial. Levy et al. (2005)
examined the regression relationships
between O3 and PM indices (PM10 and
2.5) with O3-mortality effect estimates for
all year and by season. Positive slopes,
which might indicate potential
confounding, were observed for PM2.5
on O3 risk estimates in the summer and
all-year periods, but the relationships
were weak. The effect of one causal
variable (i.e., O3) is expected to be
overestimated when a second causal
variable (e.g., PM) is excluded from the
analysis, if the two variables are
positively correlated and act in the same
direction. However, EPA notes that the
results from these meta-analyses, as well
as several single- and multiple-city
studies, indicate that copollutants,
including PM, generally do not appear
to substantially confound the
association between O3 and mortality.
(c) With regard to the biological
plausibility of O3-related mortality
occurring at levels well within natural
background, EPA concluded in the
proposal that additional research is
needed to more fully establish
underlying mechanisms by which
mortality effects occur (72 FR 37836).
Such research would likely also help
determine whether it is plausible that
mortality would occur at such low
levels. As noted above, the multi-city
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times series studies evaluated in this
review can not resolve the issue of
whether the reported associations at
such low levels are related to O3 alone
rather than to the broader mix of air
pollutants present in the ambient air.
(5) ‘‘New’’ studies not included in the
Criteria Document. Many commenters
identified ‘‘new’’ studies that were not
included in the Criteria Document that
they stated support arguments both for
and against the revision of the current
O3 standard. Commenters who
supported revising the current O3
standard identified new studies that
generally supported EPA’s conclusions
about the associations between O3
exposure and a range of respiratory and
cardiovascular health outcomes. These
commenters also identified new studies
that provide evidence for associations
with health outcomes that EPA has not
linked to O3 exposure, such as cancer,
and populations that EPA has not
identified as being susceptible or
vulnerable to O3 exposure, including
African-American men and women.
Commenters who did not support
revision of the current O3 standard often
submitted the same ‘‘new’’ studies, but
focused on different aspects of the
findings. Commenters who did not
support revision of the current O3
standard stated that these ‘‘new’’ studies
provide inconsistent and sometimes
conflicting findings that do little to
resolve uncertainties regarding whether
O3 has a causal role in the reported
associations with adverse health
outcomes, including premature
mortality and various morbidity
outcomes. More detail about the topic
areas covered in the ‘‘new’’ studies can
be found in the Response to Comments
document.
To the extent that these commenters
included ‘‘new’’ scientific studies,
studies that were published too late to
be considered in the Criteria Document,
in support of their arguments for
revising or not revising the standards,
EPA notes, as discussed in section I
above, that as in past NAAQS reviews,
it is basing the final decisions in this
review on the studies and related
information included in the O3 air
quality criteria that have undergone
CASAC and public review and will
consider newly published studies for
purposes of decision making in the next
O3 NAAQS review. In provisionally
evaluating commenters’ arguments, as
discussed in the Response to Comments
document, EPA notes that its
provisional consideration of ‘‘new’’
science found that such studies did not
materially change the conclusions in the
Criteria Document.
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iii. Evidence Pertaining to At-Risk
Subgroups for O3-Related Effects
This section contains major comments
on EPA’s assessment of the body of
evidence, including controlled human
exposure and epidemiological studies,
related to the effects of O3 exposure on
sensitive subpopulations. Since new
information about the increased
responsiveness of people with lung
disease, especially children and adults
with asthma, was an important
consideration in the Administrator’s
proposed decision that the current O3
standard is not adequate, many of the
comments focused on this information
and the conclusions drawn from it.
There were also comments on other
sensitive groups identified by EPA, as
well as comments suggesting that
additional groups should be considered
at increased risk from O3 exposure.
Many of the issues discussed below, as
well as other related issues, are
addressed in more detail in the
Response to Comments document.
As with the comments on controlled
human exposure and epidemiological
studies, upon which judgments about
sensitive subpopulations were based,
the comments about EPA’s delineation
of these groups were highly polarized.
In general, one group of commenters
who supported revising the current O3
primary standard, including medical
associations, public health and
environmental groups, agreed in part
with EPA’s assessment of the
subpopulations that are at increased risk
from O3 exposure, but commented that
there are additional groups that need to
be considered. A comment from ATS,
AMA and other medical associations
noted:
Within this population exists a number of
individuals uniquely at much higher risk for
adverse health effects from ozone exposures,
including children, people with respiratory
illness, the elderly, outdoor workers and
healthy children and adults who exercise
outdoors. [ATS, p. 2]
These commenters agreed with EPA
that, based on evidence from controlled
human exposure and epidemiology
studies, people with asthma, especially
children, are likely to have greater lung
function decrements and respiratory
symptoms in response to O3 exposure
than people who do not have asthma,
and are likely to respond at lower levels.
Because of this, these commenters make
the point that controlled human
exposure studies that employ healthy
subjects will underestimate the effects
of O3 exposures in people with asthma.
These commenters agreed with EPA’s
assessment that epidemiological studies
provide evidence of increased morbidity
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effects, including lung function
decrements, respiratory symptoms,
emergency department visits and
hospital admissions, in people with
asthma and that controlled human
exposure studies provide biological
plausibility for these morbidity
outcomes. Further, the Rochester
Report, funded by API, evaluated some
of the same the studies that EPA did and
found similar results with regard to the
increased inflammatory responses and
increased airway responsiveness of
people with asthma when exposed to
O3. The Rochester Report reached the
same conclusion that EPA did, that this
increased responsiveness provides
biological plausibility for the respiratory
morbidity effects found in
epidemiological studies.
Several new studies have demonstrated
that exposure of individuals with atopic
asthma to sufficient levels of ozone produces
an increase in specific airway responsiveness
to inhaled allergens* * * These findings, in
combination with previously observed effects
of ozone on nonspecific airway
responsiveness and airway inflammation,
supports the idea that ambient ozone
exposure could result in exacerbation of
asthma several days following exposure, and
provides biological plausibility for the
epidemiologic studies in which ambient
ozone concentration has been associated with
increased asthma symptoms, medication use,
emergency room visits, and hospitalizations
for asthma. [Rochester Report, pp. 57–58]
Commenters also often mentioned the
increased susceptibility of people with
COPD, and in this case cited new
studies not considered in the Criteria
Document.
They identify one potentially
susceptible subpopulation that EPA did
not focus on in the proposal is infants.
Commenters from medical associations,
and environmental and public health
groups expressed the view that O3
exposure can have important effects on
infants, including reduced birth weight,
pre-term birth, and increased respiratory
morbidity effects in infants. Exposure to
O3 during pregnancy, especially during
the second and third trimesters, was
associated with reduced birth weight in
full-term infants. Although this effect
was noted at relatively low O3 exposure
levels, the ATS notes that, ‘‘* * * the
reduced birth weight in infants in the
highest ozone exposures communities
equaled the reduced birth weight
observed in pregnant women who
smoke’’ (ATS, p. 7).
In general, EPA agrees with comments
that there is very strong evidence from
controlled human exposure and
epidemiological studies that people
with lung disease, especially children
and adults with asthma, are susceptible
to O3 exposure and are likely to
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experience more serious effects than
those people who do not have lung
disease. This means that controlled
human exposure studies that employ
subjects who do not have lung disease
will likely underestimate effects in
those people that do have asthma or
other lung diseases.
In summarizing the epidemiological
evidence related to birth-related health
outcomes, the Criteria Document (p. 7–
133) concludes that O3 was not an
important predictor of several birthrelated outcomes including premature
births and low birth weight. Birthrelated outcomes generally appeared to
be associated with air pollutants that
tend to peak in the winter and are
possibly traffic-related. However, given
that most of these studies did not
analyze the data by season, seasonal
confounding may have therefore
influenced the reported associations.
One study reported some results
suggestive of associations between
exposures to O3 in the second month of
pregnancy and birth defects, but further
evaluation of such potential associations
is needed. With regard to comments
about effect in infants, EPA notes that
some of the studies cited by commenters
were not considered in the Criteria
Document. More detailed responses to
studies submitted by commenters but
not considered in the Criteria Document
can be found in the Response to
Comments document.
The second group of commenters,
mostly representing industry
associations and some businesses
opposed to revising the primary O3
standard, asserted that EPA is wrong to
claim that new evidence indicates that
the current standard does not provide
adequate health public health protection
for people with asthma. In support of
this position, these commenters made
the following major comments: (1) Lung
function decrements and respiratory
symptoms observed in controlled
human exposure studies of asthmatics
are not clinically important; (2) EPA
postulates that asthmatics would likely
experience more serious responses and
responses at lower levels than the
subjects of controlled human exposure
experiments, but that hypothesis is not
supported by scientific evidence; and,
(3) EPA recognized asthmatics as a
sensitive subpopulation in 1997, and
new information does not suggest
greater susceptibility than was
previously believed.
With regard to the first point, these
commenters expressed the view that
asthmatics are not likely to experience
medically significant lung function
changes or respiratory symptoms at
ambient O3 concentrations at or even
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above the level of the current standard.
Many of these commenters cited the
opinion of one physician who was
asked on behalf of a group of trade
associations and companies to provide
his views on the health significance for
asthmatics of the types of responses that
have been reported in controlled human
exposure studies of O3. This commenter
(McFadden) reviewed earlier controlled
human exposure studies of asthmatics
(from the last review) as well as the
recent controlled human exposure
studies of healthy individuals (Adams
2002, 2003a,b, and 2006) at 0.12, 0.08,
0.06, and 0.04 ppm and expressed the
view that ‘‘* * * these studies on
asthmatics indicate that ozone
exposures at ∼ 0.12 ppm do not produce
medically significant functional changes
and are right around the inflection point
where one begins to see an increase in
symptoms; however, that increase is
small’’ (McFadden, p. 3). This
commenter went on to express the view
that responses to O3 exposure at levels
< 0 .08 ppm would be even less and that
the available data are not sufficiently
robust to indicate that such exposures
would present a significant health
concern even to sensitive people like
asthmatics.
EPA notes that this commenter based
his comment on the group mean
functional and respiratory symptom
changes in the studies he reviewed. EPA
agrees that group mean changes at these
levels are relatively small and has
described them as such in both the
previous review and this one (72 FR
37828). The importance of group mean
changes is to evaluate the statistical
significance of the association between
the exposures and the observed effects,
to try to determine if the observed
effects are likely due to O3 exposure
rather than chance. In the previous
review as well as in this one, EPA has
also focused on the fact that some
individuals experience more severe
effects that may be clinically significant.
With regard to the significance of
individual responses, this commenter
(McFadden, p. 2) states ‘‘* * * transient
decreases in FEV1 of 10–20% are not by
themselves significant or meaningful to
asthmatics* * *. It has been my
experience from examining and
studying thousands of patients for both
clinical and research purposes that
asthmatics typically will not begin to
sense bronchoconstriction until their
FEV1 falls about 50% from normal.’’
EPA strongly disagrees with this
assessment. As stated in the Criteria
Document (Table 8–3, p. 8–68) for
people with lung disease, even
moderate functional responses (e.g.,
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FEV1 decrements ≥ 10% but < 20%)
would likely interfere with normal
activities for many individuals, and
would likely result in more frequent
medication use. EPA notes that in the
context of standard setting, CASAC
indicated (Henderson, 2006c) that a
focus on the lower end of the range of
moderate functional responses (e.g.,
FEV1 decrements ≥ 10%) is most
appropriate for estimating potentially
adverse lung function decrements in
people with lung disease.
With regard to the second point,
whether asthmatics would likely
experience more serious responses and
responses at lower levels than the
subjects of controlled human exposure
experiments and EPA’s discussion of
the relationship of increased airway
responsiveness and inflammation
experienced by asthmatics to
exacerbation of asthma, this commenter
stated that ‘‘there simply are no data to
support the sequence described’’ and
that ‘‘the assumption that these
responses would lead to clinical
manifestations in terms of exacerbations
of asthma or other adverse health effects
remains unproven theory’’ (McFadden,
p. 3).
In these sections of the proposal (72
FR 37826 and 37846–37847), EPA
describes the evidence indicating that
people with asthma are as sensitive as,
if not more sensitive than, normal
subjects in manifesting O3-induced
pulmonary function decrements.
Controlled human exposure studies
show that asthmatics present a
differential response profile for cellular,
molecular, and biochemical parameters
that are altered in response to acute O3
exposure. Asthmatics have greater O3induced inflammatory responses and
increased O3-induced airway
responsiveness (both incidence and
duration) that could have important
clinical implications.
There are two ways to interpret these
comments. One way to interpret them is
that because these controlled human
exposure studies have not produced
exacerbations of asthma in study
subjects resulting in the need for
medical attention, there are no data to
support the clinical significance of the
results. EPA rejects this interpretation
because it would be unethical to
knowingly conduct a controlled human
exposure study that would lead to
exacerbation of asthma. Controlled
human exposure studies are specifically
designed to avoid these types of
responses. The other interpretation is
that the commenter does not agree that
the differences in lung function,
inflammation and increased airway
responsiveness found in these
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controlled human exposure studies
support the inference that asthmatics
are likely to have more serious
responses than healthy subjects, and
that these responses could have
important clinical implications. EPA
rejects this interpretation as well. EPA
did not base its increased concern for
asthmatics solely on the results of the
controlled human exposure studies, but
has appropriately used a weight of
evidence approach, integrating evidence
from animal toxicological, controlled
human exposure and epidemiological
studies as a basis for this concern. The
Criteria Document concludes that the
positive and robust epidemiological
associations between O3 exposure and
emergency department visits and
hospitalizations in the warm season are
supported by the human clinical,
animal toxicological and
epidemiological evidence for lung
function decrements, increased
respiratory symptoms, airway
inflammation, and increased airway
responsiveness (72 FR 37832). The
CASAC Panel itself expressed the view
that people with asthma, especially
children, have been found to be more
sensitive to O3 exposure, and indicated
that EPA should place more weight on
inflammatory responses and serious
morbidity effects, such as increased
respiratory-related emergency
department visits and hospitalizations
(Henderson, p. 4). Moreover, the
Rochester Report, cited above, reaches
essentially the same conclusions as EPA
did, that the evidence from controlled
human exposure studies provides
biological plausibility for the
epidemiological studies in which
ambient O3 concentrations have been
associated with increased asthma
symptoms, medication use, emergency
room visits, and hospitalizations for
asthma. Therefore, EPA continues to
assert that there is strong evidence that
asthmatics likely have more serious
responses to O3 exposure than people
without asthma, and that these
responses have the potential to lead to
exacerbation of asthma as indicated by
the serious morbidity effects, such as
increased respiratory-related emergency
department visits and hospitalizations
found in epidemiological studies.
With regard to the third point,
commenters expressed the view that
there is no significant new evidence
establishing greater risk to asthmatics
than was accepted in 1997, when EPA
concluded that the existing NAAQS was
sufficiently stringent to protect public
health—including asthmatics—with an
adequate margin of safety (UARG, pp.
22–23). To support this view, these
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commenters noted the points made
above and expressed the view that
epidemiological studies of asthmatics
that provide new evidence of respiratory
symptoms and medication use in
asthmatic children are subject to the
limitations of epidemiological studies
discussed above (e.g., confounding by
co-pollutants, heterogeneity of results).
In addition, these commenters
identified a new, large multi-city panel
study, not included in the Criteria
Document, by Schildcrout et al. (2006),
which the commenters characterize as
reporting no association between O3
concentrations and exacerbation of
asthma.
At the time of the last review, EPA
concluded that people with asthma
were at greater risk because the impact
of O3-induced responses on alreadycompromised respiratory systems would
noticeably impair an individual’s ability
to engage in normal activity or would be
more likely to result in increased selfmedication or medical treatment. At
that time there was little evidence that
people with pre-existing disease were
more responsive than healthy
individuals in terms of the magnitude of
pulmonary function decrements or
symptomatic responses. The new results
from controlled exposure and
epidemiologic studies indicate that
individuals with preexisting lung
disease, especially people with asthma,
are likely to have more serious
responses than people who do not have
lung disease and therefore are at greater
risk for O3 health effects than previously
judged in the 1997 review. EPA notes
that comments on the limitations of
epidemiological studies and evidence
from ‘‘new’’ studies (not in the Criteria
Document) have been addressed above.
As with other ‘‘new’’ studies, this study
by Schildcrout et al. (2006) is
specifically discussed in the Response
to Comments document.
b. Consideration of Human Exposure
and Health Risk Assessments
Section II.A.3 above provides a
summary overview of the exposure and
risk assessment information used by the
Administrator to inform judgments
about exposure and health risk
estimates associated with attainment of
the current and alternative standards.
EPA notes here that most of the issues
and concerns raised by commenters
concerning the methods used in the
exposure and risk assessments are
essentially restatements of concerns
raised during the review of the Criteria
Document and the development and
review of these quantitative assessments
as part of the preparation and review of
the Staff Paper and the associated
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analyses. EPA presented and the
CASAC Panel reviewed in detail the
approaches used to assess exposure and
health risk, the studies and health effect
categories selected for which exposureresponse and concentration-response
relationships were estimated, and the
presentation of the exposure and risk
results summarized in the Staff Paper.
As stated in the proposal notice, EPA
believes and CASAC Panel concurred,
that the model selected to estimate
exposure represent the state of the art
and that the risk assessment was ‘‘well
done, balanced and reasonably
communicated’’ and that the selection
of health endpoints for inclusion in the
quantitative risk assessment was
appropriate (Henderson, 2006c). EPA
does not believe that the exposure or
risk assessments are fundamentally
biased in one direction or the other as
claimed in some of the comments.
Comments received after proposal
related to the development of exposure
and health risk assessments,
interpretation of exposure and risk
results, and the role of the quantitative
human exposure and health risk
assessments in considering the need to
revise the current 8-hour O3 standard
generally fell into two groups. One
group of commenters that included
national environmental and public
health organizations (e.g., joint set of
comments by ALA and several
environmental groups including
Environmental Defense and Sierra
Club), NESCAUM, and some State and
local health and air pollution agencies
argued that the exposure and health risk
assessments underestimated exposure
and risks for several reasons including:
(1) The geographic scope was limited to
at most only 12 urban areas and thus
underestimates national public health
impacts due to exposures to O3; (2) the
assessments did not include all relevant
at risk population groups and excluded
populations such as pre-school
children, outdoor workers, adults who
exercise outdoors; and (3) the risk
assessment did not include all of the
health effect endpoints for which there
is evidence that there are O3-related
health effects (e.g., increased medicine
use by asthmatics, lung function
decrements and respiratory symptoms
in adults, increased doctors’ visits,
emergency department visits, school
absences, inflammation, and decreased
resistance to infection among children
and adults); and (4) EPA’s exposure
assessment underestimates exposures
since it considers average children, not
active children who spend more time
outdoors and repeated exposures are
also underestimated. The joint set of
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comments from ALA and several
environmental groups contended that
the ‘‘exposures of concern’’ metric
presented in the Staff Paper and
proposal is ‘‘an inappropriate basis for
decisionmaking’’ and urged EPA to set
the standard based on the
concentrations shown by health studies
to cause adverse effects, not on how
much O3 Americans inhale. This same
set of commenters stated that if
exposures of concern were to be
considered then the benchmark level of
0.060 ppm should be the focus, and not
higher benchmark levels. These same
commenters also stated that EPA should
have estimated and considered total risk
without excluding risks associated with
PRB levels because there is no rational
basis for excluding natural and
anthropogenic sources from outside
North America and that the NAAQS
must protect against total exposure.
While disagreeing with EPA’s approach
of estimating risks only above PRB,
these same commenters supported the
use of the GEOS–CHEM model as the
‘‘best tool available to derive
background concentrations’’ should
EPA continue to pursue this approach.
These comments are discussed in turn
below.
EPA agrees that the exposure and
health risk assessments are limited to
certain urban areas and do not capture
all of the populations at risk for O3related effects, and that the risk
assessment does not include all
potential O3-related health effects. The
criteria and rationale for selecting the
populations and health outcomes
included in the quantitative assessments
were presented in the draft Health
Assessment Plan, Staff Paper, and
technical support documents for the
exposure and health risk assessments
that were reviewed by the CASAC Panel
and the public. The CASAC Panel
indicated in its letter that the health
outcomes included in the quantitative
risk assessment were appropriate, while
recognizing that other health outcomes
such as emergency department visits
and increased doctors’ visits should be
addressed qualitatively (Henderson,
2006c). The Staff Paper (and the CASAC
Panel) clearly recognized that the
exposure and risk analyses could not
provide a full picture of the O3
exposures and O3-related health risks
posed nationally. The proposal notice
made note of this important point and
stated that ‘‘national-scale public health
impacts of ambient O3 exposures are
clearly much larger than the
quantitative estimates of O3-related
incidences of adverse health effects and
the numbers of children likely to
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experience exposures of concern
associated with recent air quality or air
quality that just meets the current or
alternative standards’’ (72 FR 37866).
However, as stated in the proposal
notice, EPA also recognizes that interindividual variability in responsiveness
to O3 shown in controlled human
exposure studies for a variety of effects
means that only a subset of individuals
in any population group estimated to
experience exposures exceeding a given
benchmark exposure of concern level
would actually be expected to
experience such adverse health effects.
The Administrator continues to
recognize that there is a broader array of
O3-related adverse health outcomes for
which risk estimates could not be
quantified (that are part of a broader
‘‘pyramid of effects’’) and that the scope
of the assessment was limited to just a
sample of urban areas and to some but
not all at-risk populations, leading to an
incomplete estimation of public health
impacts associated with O3 exposures
across the country. The Administrator is
fully mindful of these limitations, along
with the uncertainties in these
estimates, in reaching his conclusion
that observations from the exposure and
health risk assessments provide
additional support for his judgment that
the current 8-hour standard does not
protect public health with an adequate
margin of safety and must be revised.
For reasons discussed below in section
II.C.4, however, the Administrator
disagrees with aspects of these
commenters’ views on the level of the
standard that is appropriate and
supported by the available health effects
evidence and quantitative assessments
associated with just meeting alternative
standards.
EPA does not agree that consideration
of exposure estimates is not permitted
or is somehow inappropriate in
decisions concerning the primary
standard. EPA has considered
population exposure estimates as a
consideration in prior NAAQS review
decisions, including the 1997 revision
of the O3 primary standard and the 1994
decision on the carbon monoxide (CO)
standard. As indicated in the proposal,
estimating exposures of concern is
important because it provides some
indication of potential public health
impacts of a range of O3-related health
outcomes, such as lung inflammation,
increased airway responsiveness, and
changes in host defenses. These
particular health effects have been
demonstrated to occur in some
individuals in controlled human
exposure studies at levels as low as
0.080 ppm O3 but have not been
evaluated at lower levels. While there is
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very limited evidence addressing lung
function and respiratory symptom
responses at 0.060 ppm, this evidence
does not address these other health
effects.
As noted in the proposal, EPA
emphasized that although the analysis
of ‘‘exposures of concern’’ was
conducted using three discrete
benchmark levels (0.080, 0.070, 0.060
ppm), the concept was more
appropriately viewed as a continuum,
with greater confidence and less
uncertainty about the existence of
health effects at the upper end and less
confidence and greater uncertainty as
one considers increasingly lower O3
exposure levels. EPA recognized that
there was no sharp breakpoint within
the continuum ranging from at and
above 0.080 ppm down to 0.060 ppm. In
considering the concept of exposures of
concern, the proposal noted that it was
important to balance concerns about the
potential for health effects and their
severity with the increasing uncertainty
associated with our understanding of
the likelihood of such effects at lower
levels.
As noted above, environmental and
public health group comments
expressed the view that if exposures of
concern were considered, then the
Administrator should focus only on the
0.060 ppm benchmark based on the
contention that adverse health effects
had been demonstrated down to this
level. In contrast, other commenters,
primarily industry and business groups
focused on comparisons of the
exposures of concern at the 0.080 ppm
benchmark level based on their view
that there was no convincing evidence
demonstrating adverse health effects at
levels below this benchmark. In view of
the comments received related to the
definition and use of the term ‘‘exposure
of concern’’ at the time of proposal, the
Administrator recognizes that that there
is a risk for confusion, as it could be
read to imply a determination that a
certain benchmark level of exposure has
been shown to be causally associated
with adverse health effects. As a
consequence, the Administrator believes
that it is more appropriate to consider
such exposure estimates in the context
of a continuum rather than focusing on
any one discrete benchmark level, as
was done at the time of proposal, since
the Administrator does not believe that
the underlying scientific evidence is
certain enough to support a focus on
any single bright-line benchmark level.
Thus, the Administrator believes it is
appropriate to consider a range of
benchmark levels from 0.080 down to
0.060 ppm, recognizing that exposures
of concern must be considered in the
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context of a continuum of the potential
for health effects of concern, and their
severity, with increasing uncertainty
associated with the likelihood of such
effects at lower O3 exposure levels.
EPA recognizes that the 0.080 ppm
benchmark level represents a level at
which several health outcomes
including lung inflammation, increased
airway responsiveness, and decreased
resistance to infection have been shown
to occur in healthy adults. The
Administrator places relatively great
weight on the public health significance
of exposures at and above this
benchmark level given these
physiological effects measured in
healthy adults at O3 exposures of 0.080
ppm and the evidence from controlled
human exposure studies showing that
people with asthma have more serious
responses than people without asthma.
However, the Administrator does not
agree with those commenters who
would only consider this single
benchmark level. While the
Administrator places less weight on
exposures at and above the 0.070 pm
benchmark level, given the increased
uncertainty about the fraction of the
population and severity of the health
responses that might occur associated
with exposures at and above this level,
he believes that it is appropriate to
consider exposures at and above this
benchmark as well in judging the
adequacy of the current standard to
protect public health. Considering
exposures at and above the 0.070 ppm
benchmark level provides some
consideration for the fact that the effects
observed at 0.080 ppm were in healthy
adult subjects but sensitive population
groups such as asthmatics are likely to
respond at lower O3 levels than healthy
individuals. The Administrator
considered but placed very little weight
on exposures at and above the 0.060
ppm benchmark given the very limited
scientific evidence supporting a
conclusion that O3 is causally related to
various health outcomes at this
exposure level.
EPA does not agree that it is
inappropriate or impermissible to assess
risks that are in excess of PRB or that
EPA must focus on total risks when
using a risk assessment to inform
decisions on the primary standard.
Consistent with the approach used in
the risk assessment for the prior O3
standard review and consistent with the
approach used in risk assessments for
other prior NAAQS reviews, estimating
risks in excess of PRB is judged to be
more relevant to policy decisions
regarding the ambient air quality
standard than risk estimates that
include effects potentially attributable
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to uncontrollable background O3
concentrations. EPA also notes that with
respect to the adequacy of the current
standard taking total risks into account
would not impact the Administrator’s
decision, since he judges that the
current standard is not adequate even
when risks in excess of current PRB
estimates are considered. In addition,
EPA notes that consideration of the
evidence itself, as well as exposures at
and above benchmark levels in the
range of 0.060 to 0.080 ppm, are not
impacted at all by consideration of
current PRB estimates.
EPA does agree with the ALA and
environmental groups comment that the
GEOS–CHEM model represents the best
tool currently available to estimate PRB
as recognized in the Criteria Document
evaluation of this issue and the CASAC
Panel support expressed during the
review of the Criteria Document.
The second group of commenters
mostly representing industry
associations, businesses, and some State
and local officials opposed to revising
the 8-hour standard, and most
extensively presented in comments from
UARG, API, Exxon-Mobil, AAM, and
NAM, raised one or more of the
following concerns: (1) That exposures
of concern and health risk estimates
have not changed significantly since the
prior review in 1997; (2) that
uncertainties and limitations underlying
the exposure and risk assessments make
them too speculative to be used in
supporting a decision to revise the
standard; (3) that EPA should have
defined PRB differently and that EPA
underestimated PRB levels which
results in health risk reductions
associated with more stringent
standards being overestimated; (4) that
exposures are overestimated based on
specific methodological choices made
by EPA including, for example, O3
measurements at fixed-site monitors can
be higher than other locations where
individuals are exposed, the exposure
estimates do not account for O3
avoidance behaviors, and the exposure
model overestimates elevated breathing
rates; and (5) that health risks are
overestimated based on specific
methodological choices made by EPA
including, for example, selection of
inappropriate effect estimates from
health effect studies and EPA’s
approach to addressing the shape of
exposure-response relationships and
whether or not to incorporate thresholds
into its models for the various health
effects analyzed. These comments are
discussed in turn below. Additional
detailed comments related to the
development, presentation, and
interpretation of EPA’s exposure and
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health risk assessments, along with
EPA’s responses to the specific issues
raised by these commenters can be
found in the Response to Comments
document.
(1) In asserting that the estimated
exposures and risks associated with air
quality just meeting the current
standard have not appreciably changed
since the prior review, comments from
Exxon-Mobil, the Annapolis Center and
others have compared results of EPA’s
lung function risk assessment done in
the last review with those from the
Agency’s risk assessment done as part of
this review and have concluded that
lung function risks upon attainment of
the current O3 standard are below those
that were predicted in 1997 and that
uncertainties about other health effects
based on epidemiological studies
remain the same. These commenters
used this conclusion as the basis for a
claim that there is no reason to depart
from the Administrator’s 1997 decision
that the current 8-hour standard is
requisite to protect public health.
EPA believes that this claim is
fundamentally flawed for three reasons,
as discussed in turn below: (i) It is
factually inappropriate to compare the
quantitative risks estimated in 1997
with those estimated in the current
rulemaking; (ii) it fails to take into
account that with similar risks,
increased certainty in the risks
presented by O3 implies greater concern
than in the last review, and (iii) it fails
to recognize that the Administrator has
used these estimates in a supportive
role, in light of significant uncertainties
in the exposure and risk estimates, to
inform the conclusions drawn primarily
from integrative assessment of the
controlled human exposure and
epidemiological evidence on whether
ambient O3 levels allowed under the
current standard present a serious
public health problem warranting
revision of the O3 standard.
With respect to the first point, the
1997 risk estimates, or any comparison
of the 1997 risk estimates to the current
estimates, are irrelevant for the purpose
of judging the adequacy of the current
8-hour standard, as the 1997 estimates
reflect outdated analyses that have been
updated in this review to reflect the
current science. Just comparing the
results for lung function decrements
ignores these differences. In particular,
as discussed in section 4.6.1 of the Staff
Paper, there have been significant
improvements to the exposure model
and the model inputs since the last
review that make comparisons
inappropriate between the prior and
current review. For example, the
geographic areas modeled are larger
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than in the previous review and when
modeling a larger area, extending well
beyond the urban core, there will be
more people exposed, but a smaller
percentage of the modeled population
will be exposed at high levels, if O3
concentrations are lower in the
extended areas. In the prior review, only
typical years, in terms of O3 air quality
were modeled, while the current review
used the most recent three-year period
(i.e., 2002–2004). Also, the prior review
estimated exposures for children who
spent more time outdoors, while the
assessment for the current review
included all school age and all
asthmatic school age children.
Therefore, the population groups
examined in the exposure assessment
are different between those considered
in the 1997 and current review, making
comparison of the resulting estimates
inappropriate. Another important
difference making comparison between
the 1997 health risk assessment and the
current assessment inappropriate is that
a number of additional health effects
were included in the current review
(e.g., respiratory symptoms in moderate/
severe asthmatic children, nonaccidental and cardiorespiratory
mortality) based on health effects
observed in epidemiological studies that
were not included in the risk
assessment for the prior review. These
commenters only compare the risk
estimates with respect to lung function
decrement, and fail to account for
differences in additional and more
severe health endpoints not covered in
the 1997 assessment, as well as the fact
that there are somewhat different and
more urban areas included in the
current assessment.
Second, it is important to take into
account EPA’s increased level of
confidence in the associations between
short-term O3 exposures and morbidity
and mortality effects. In comparing the
scientific understanding of the risk
presented by exposure to O3 between
the last and current reviews, one must
examine not only the quantitative
estimate of risk from those exposures
(e.g. the numbers of increased hospital
admissions at various levels) but also
the degree of confidence that the
Agency has that the observed health
effects are causally linked to O3
exposure at those levels. As
documented in the Criteria Document
and the recommendations and
conclusions of CASAC, EPA recognizes
significant advances in our
understanding of the health effects of O3
based on new epidemiological studies,
new human and animal studies
documenting effects, new laboratory
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studies identifying and investigating
biological mechanisms of O3 toxicity,
and new studies addressing the utility
of using ambient monitors to assess
population exposures to ambient O3. As
a result of these advances, EPA is now
more certain that ambient O3 presents a
significant risk to public health at levels
at or above the range of levels that the
Agency had considered for these
standards in 1997. From this more
comprehensive perspective, since the
risks presented by O3 are more certain
and the current quantitative risk
estimates include additional important
health effects, O3-related risks for a
wider range of health effects are now of
greater concern at the current level of
the standard than in the last review.
Third, quantitative risk estimates
were not the only basis for EPA’s
decision in setting a level for the O3
standard in 1997, and they do not set
any quantified ‘‘benchmark’’ for the
Agency’s decision to revise the O3
standard at this time. While EPA
believes that confidence in the causal
relationships between short-term
exposures to O3 and various health
effects reported in epidemiological
studies has increased markedly since
1997, the Administrator also recognizes
that the risk estimates for these effects
must be considered in the light of
uncertainties about whether or not these
O3-related effects occur at very low O3
concentrations. The Administrator
continues to believe that the exposure
and risk estimates associated with just
meeting the current standard discussed
in the Staff Paper and summarized in
the proposal notice are important from
a public health perspective and are
indicative of potential exposures and
risks to at-risk groups. In considering
the exposure and risk estimates, the
Administrator has considered the yearto-year and city-to-city variability in
both the exposure and risk estimates,
the uncertainties in these estimates, and
recognition that there is a broader array
of O3-related adverse health outcomes
for which risk estimates could not be
quantified (that are part of a broader
‘‘pyramid of effects’’) and that the scope
of the assessment was limited to just a
sample of urban areas and to some, but
not all, at-risk populations, leading to an
incomplete estimation of public health
impacts associated with O3 exposures
across the country.
(2) In asserting that uncertainties and
limitations associated with the exposure
and health risk assessments make them
too speculative to be used in supporting
a decision to revise the standard,
comments from industry associations
and others cited a number of issues
including: (i) Uncertainties about the air
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quality adjustment approach used to
simulate just meeting the current and
alternative standards; (ii) uncertainties
and limitations associated with the
definition and estimation of PRB
concentrations; (iii) uncertainties about
whether the respiratory symptoms,
hospital admissions, and non-accidental
and cardiorespiratory mortality effects
included in the health risk assessment
are actually causally related to ambient
O3 concentrations, particularly at levels
well below the current standard; and
(iv) uncertainties about the shape of the
exposure-response relationships for
lung function responses and
concentration-response relationships for
the health effects based on findings from
epidemiological studies and the
assumption of a linear non-threshold
relationship for these responses. In
summary, these commenters contend
that the substantial uncertainties
present in the exposure and risk
assessments preclude the Administrator
from using any of the results to support
a conclusion that the current 8-hour
standard does not adequately protect
public health.
Several of the issues raised, including
whether EPA’s judgments about
causality for the effects included in the
risk assessment are appropriate, the
shape of concentration-response
relationships, and use of a linear nonthreshold relationship for the health
outcomes based on the epidemiological
evidence, have been discussed in the
previous section on health effects
evidence. Concerns expressed about the
definition and estimation of PRB levels
for O3 and the role of PRB in the risk
assessment are addressed as a separate
item below. These issues also are
addressed in more detail in the
Response to Comments document.
With respect to the air quality
adjustment approach used in the current
review to simulate air quality just
meeting the current and alternative O3
standards, as discussed in the Staff
Paper (section 4.5.6) and in more detail
in a staff memorandum (Rizzo, 2006),
EPA concluded that the quadratic air
quality adjustment approach generally
best represented the pattern of
reductions across the O3 air quality
distribution observed over the last
decade in areas implementing control
programs designed to attain the O3
NAAQS. While EPA recognizes that
future changes in air quality
distributions are area-specific, and will
be affected by whatever specific control
strategies are implemented in the future
to attain a revised NAAQS, there is no
empirical evidence to suggest that future
reductions in ambient O3 will be
significantly different from past
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reductions with respect to impacting the
overall shape of the O3 distribution.
As discussed in the proposal notice,
EPA recognizes that the exposure and
health risk assessments necessarily
contain many sources of uncertainty
including those noted by these
commenters, and EPA has accounted for
such uncertainties to the extent
possible. EPA developed and presented
an uncertainty analysis addressing the
most significant uncertainties affecting
the exposure estimates. With respect to
the health risk assessment, EPA
conducted and presented sensitivity
analyses addressing the impact on risk
estimates of different assumptions about
the shape of the exposure-response
relationship for lung function
decrements and alternative assumptions
about PRB levels. EPA notes that most
of the comments summarized above
concerning limitations and uncertainties
in these assessments are essentially
restatements of concerns raised during
the development and review of these
quantitative assessments as part of the
preparation and review of the Staff
Paper and assessments. The CASAC
Panel reviewed in detail the approaches
used to assess exposure and health risks
and the presentation of the results in the
Staff Paper. EPA believes, and the
CASAC Panel concurred, that the model
used to estimate exposures represents a
state-of-the-art approach and that ‘‘there
is an explicit discussion of the
limitations of the APEX model in terms
of variability and quality of the input
data, which is appropriate and fine’’
(Henderson, 2006c, p. 11). The CASAC
Panel also found the risk chapter in the
Staff Paper and the risk assessment ‘‘to
be well done, balanced, and reasonably
communicated’’ (Henderson, 2006c, p.
12). Although EPA agrees that important
limitations and uncertainties remain,
and that future research directed toward
addressing these uncertainties is
warranted, EPA believes that overall
uncertainties about population exposure
and possible health risks associated
with short-term O3 exposure have
diminished since the last review. The
Administrator has carefully considered
the limitations and uncertainties
associated with these quantitative
assessments but continues to believe
that they provide general support for
concluding that exposures and health
risks associated with meeting the
current 8-hour standard are important
from a public health perspective and
that the 8-hour standard needs to be
revised to provide additional protection
in order to protect public health with an
adequate margin of safety.
(3) Comments from several industry
organizations, businesses, and others
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related to PRB included: (i) That EPA
should have defined PRB differently so
as to include anthropogenic emissions
from Canada and Mexico; (ii) that EPA
underestimated PRB levels by relying on
estimates from the GEOS–CHEM model
using 2001 meteorology and EPA should
instead rely on O3 levels observed at
remote monitoring locations or sites that
represent PRB conditions; and (iii) that
the use of underestimated PRB levels in
the risk assessment results in
overestimated health risks associated
with air quality just meeting the current
standard. Finally, some commenters
cited concerns expressed by the CASAC
Panel that ‘‘the current approach to
determining PRB is the best method to
make this estimation’’ (Henderson,
2007, p. 2). Each of these concerns is
addressed below and in more detail in
the Response to Comments document.
First, the U.S. government has
influence over emissions at our borders
that affect ambient O3 concentrations
entering the U.S. from Canada and
Mexico through either regulations or
international agreements, and therefore
EPA does not agree that these emissions
are uncontrollable. PRB is designed to
identify O3 levels that result from
emissions that are considered
uncontrollable because the U.S. has
little if any influence on their control,
and in that context anthropogenic
emissions from Mexico or Canada
should be excluded from PRB. EPA has
consistently defined PRB as excluding
anthropogenic emissions from Canada
and Mexico in NAAQS reviews over
more than two decades and sees no
basis in the comments to alter this
definition.
Second, the criticisms raised
concerning the use of a modeling
approach (GEOS–CHEM using 2001
meteorology) and the alternative
approach of using remote monitoring
data to estimate PRB were considered by
EPA’s scientific staff and the CASAC
Panel during the course of reviewing the
Criteria Document. Both EPA’s experts
and CASAC endorsed the use of the
peer-reviewed, thoroughly evaluated
modeling approach (GEOS–CHEM)
described in the Criteria Document as
the best current approach for estimating
PRB levels. The Criteria Document
reviewed detailed evaluations of GEOS–
CHEM with O3 observations at U.S.
surface sites (Fiore et al., 2002, 2003)
and comparisons of GEOS–CHEM
predictions with observations at
Trinidad Head, CA (Goldstein et al.,
2004) and found no significant
differences between the model
predictions and observations for all
conditions, including those reflecting
those given in the current PRB
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definition. The Criteria Document states
that the current model estimates
indicate that PRB in the U.S. is
generally 0.015 to 0.035 ppm that
declines from spring to summer and is
generally < 0.025 ppm under conditions
conducive to high O3 episodes. The
Criteria Document acknowledges that
PRB can be higher, especially at
elevated sites in the spring due to
stratospheric exchange. However,
unusually high springtime O3 episodes
tied to stratospheric intrusion are rare
and generally occur at elevated
locations and these can be readily
identified and excluded under EPA’s
exceptional events rule (72 FR 13560) to
avoid any impact on attainment/nonattainment status of an area.
Third, many of the commenters who
raised the concern that EPA’s estimates
of PRB were too low and had the impact
of exaggerating the risks associated with
the current standard ignored the fact
that the risk assessment included a
sensitivity analysis which showed the
potential impact of both lower and
higher estimates of PRB or only focused
on the impact of higher estimates of
PRB. The choices of lower and higher
estimates of PRB included in the risk
assessment sensitivity analyses were
based on the peer-reviewed evaluation
of the accuracy of GEOS–CHEM model.
The Criteria Document states ‘‘in
conclusion, we estimate that the PRB O3
values reported by Fiore et al. (2003) for
afternoon surface air over the United
States are likely 10 parts per billion by
volume (ppbv) too high in the southeast
in summer, and accurate within 5 ppbv
in other regions and seasons.’’ These
error estimates are based on comparison
of model output with observations for
conditions which most nearly reflect
those given in the PRB definition, i.e.,
at the lower end of the probability
distribution. As discussed in the Criteria
Document and Staff Paper, it can be
seen that GEOS–CHEM overestimates O3
for the southeast and underestimates it
by a small amount for the northeast.
These commenters generally ignored the
scientific conclusion presented in the
Criteria Document that for some regions
of the country the evidence suggests that
the model actually overestimates PRB.
Thus, the influence of alternative
estimates of PRB on risks in excess of
PRB associated with meeting the current
standard can be to lower or increase the
risk estimates. While the choice of
estimates for PRB contributes to the
uncertainty in the risk estimates, EPA
does not agree that the approach used is
biased since peer-reviewed evaluations
of the model have shown relatively good
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agreement (i.e., generally within 5 ppb
for most regions of the country).
Finally, EPA believes that some
commenters have misread the CASAC
Panel concern ‘‘that the current
approach to determining PRB is the best
method to make this estimation’’
(Henderson, 2007, p. 2) as a criticism of
the use of the GEOS–CHEM modeling
approach and/or support for primary
reliance on estimates based on remote
monitoring sites. However, the CASAC
Panel went on to state that one reason
for its concern was that the contribution
to PRB from beyond North America was
uncontrollable by EPA and that ‘‘a better
scientific understanding of
intercontinental transport of air
pollutants could serve as the basis for a
more concerted effort to control its
growth . . .’’ (Henderson, 2007, p. 3).
Hence, CASAC’s concern appeared to be
more with defining what emissions to
include in defining PRB, and the role
that PRB should play, as compared to
the technical question of the best way to
estimate PRB levels. In reviewing the
Staff Paper, the atmospheric modeling
expert on the CASAC Panel in his
comments on how PRB had been
estimated using the GEOS–CHEM model
concluded that the ‘‘current approach
has been peer-reviewed, and is
appropriate’’ (Henderson, 2006b, p.
D–48).
(4) Some commenters raised concerns
about aspects of the exposure modeling
that they felt resulted in overestimates
of modeled exposures, including: (i) O3
measurements at downwind monitors
are usually higher than the overall area
and may not reflect the overall outdoor
exposures in the area; (ii) O3 exposures
near roadways will be below that
measured at the monitor due to titration
of O3 from automobile emissions of NO;
(iii) O3 concentrations are lower at a
person’s breathing height compared to
measurement height, (iv) exposure
estimates do not account for O3
avoidance behaviors; and (v) the APEX
model over predicts elevated ventilation
rate occurrences, which results in an
overestimation of the number of
exposures of concern and risk estimates
for lung function decrements.
The concern raised in the first point
is unfounded since all O3 monitors in
each area are used to take into account
the spatial variations of O3
concentrations. The geographic
variation of O3 concentration is
accounted for by using measurements
from the closest O3 monitor to represent
concentrations in a neighborhood and
the measurements at downwind
monitors are applied only to the
downwind areas.
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Second, the reduction in O3
concentrations near roadways due to
titration of O3 from automobile
emissions of NO is accounted for and
explicitly modeled in APEX and thus
does not bias estimates of exposures.
This phenomenon was modeled through
the use of ‘‘proximity factors,’’ which
adjust the monitored concentrations to
account for the titration of O3 by NO
emissions (the monitored
concentrations are multiplied by the
proximity factors). Three proximity
factor distributions were developed, one
for local roads, one for urban roads, and
one for interstates, with mean factors of
0.75, 0.75, and 0.36 respectively (section
3.10.2, Exposure Analysis TSD).
Furthermore, the uncertainty of these
proximity factor distributions was
included in the exposure uncertainty
analysis.
Third, as discussed in the exposure
uncertainty analysis, data were not
available to quantify the potential biases
of differences between O3
concentrations at a person’s breathing
height compared to the heights of
nearby monitors. EPA believes that
these biases, to the extent that they
exist, are relatively small during warm
summer afternoons when O3
concentrations tend to be higher.
Fourth, behavior changes in response
to O3 pollution or in response to AQI
notification alerts (‘‘avoidance
behavior’’) is not explicitly taken into
account in the exposure modeling.
There is not much information about the
extent to which people currently modify
their activities in response to O3 alerts.
However, under the scenarios modeled
for just meeting alternative standards,
O3 alerts would be infrequent relative to
the number of alerts that currently occur
in the nonattainment areas modeled.
Consequently, EPA does not feel that
this is an influential factor in the
estimation of exposure for the scenarios
simulating just meeting the current or
proposed standards.
Fifth, a comparison of ventilation
rates predicted by APEX to
measurements showed APEX
overpredicting ventilation rates for ages
5 to 10, underpredicting ventilation
rates for ages 11 to 29 and greater than
39, and in close agreement for ages 30
to 39. The overall agreement was judged
favorable, and the errors of the
predicted ventilation rates were
partially incorporated into the overall
uncertainty analysis with the
uncertainties of the metabolic
equivalents (METs), which are the
primary drivers of ventilation rates.
(5) Comments from a number of
industry organizations, businesses, and
others contended that EPA’s health risk
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16469
assessment was biased and that the
resulting risk assessment is ‘‘much
higher than would have been obtained
using objective methods’’ (NAM), and
commenters raised one or more of the
following points in support of this view:
(i) EPA inappropriately based its risk
assessment for respiratory symptoms,
hospital admissions, and non-accidental
and cardiorespiratory mortality on
positive studies with high risk
coefficients while ignoring negative
studies and studies with lower
coefficients; (ii) EPA focused on
combined ‘‘national’’ effect estimates
from multi-city studies when it should
have relied on individual city effect
estimates from these studies in its risk
assessment; (iii) the risk assessment
presented single-pollutant model results
that overstate the likely impact of O3
when co-pollutant model results were
available which should have been used;
(iv) the risk assessment used linear
concentration-response relationships for
the health endpoints based on
epidemiological studies when nonlinear or threshold models should have
been used; and (v) the lung function
portion of the risk assessment should
not rely on what they characterized as
‘‘outlier’’ information to define
exposure-response relationships, with
reference to the data from the Adams
(2006) study, but rather should focus on
group central tendency response levels.
Each of these issues is discussed below
and in more detail in the Response to
Comments document.
First, several commenters asserted
that the results of time-series studies
should not be used at all in quantitative
risk assessments, that risk estimates
from single-city time-series studies
should not be used since they are highly
heterogeneous and influenced by
publication bias, and that the panel
study which served as the basis for the
concentration-response relationships for
respiratory symptoms in asthmatic
children suffered from various
weaknesses and was contradicted by a
more recent study. EPA notes that the
selection of specific studies and effect
estimates was based on a careful
evaluation of the evidence evaluated in
the Criteria Document and that the
criteria and rationale for selection of
studies and effect estimates were
presented and extensively reviewed and
discussed by the CASAC Panel and in
public comments presented to the
CASAC Panel. EPA notes that the
CASAC Panel judged the selection of
the endpoints based on the
epidemiological studies for inclusion in
the quantitative risk assessment to be
‘‘appropriate’’ and that the risk
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assessment chapter of the Staff Paper
and its accompanying risk assessment
were ‘‘well done, balanced and
reasonably communicated’’ (Henderson,
2006c, p. 12).
While EPA notes that two of the metaanalyses, Bell et al. (2005) and Ito et al.
(2005), provided suggestive evidence of
publication bias, O3-mortality
associations remained after accounting
for that potential bias. The Criteria
Document (p. 7–97) concludes that the
‘‘positive O3 effects estimates, along
with the sensitivity analyses in these
three meta-analyses, provide evidence
of a robust association between ambient
O3 and mortality.’’ Concerns about the
heterogeneity of responses observed
across different urban areas, particularly
for O3-related mortality are addressed in
the section above on health effect
considerations.
Second, as discussed in more detail in
the Staff Paper (section 5.3.2.3), there
are different advantages associated with
use of single-city and multi-city effect
estimates as the basis for estimating
health risks in specific urban areas.
Therefore, the risk assessment included
estimates based on both types of effect
estimates where such information was
available.
Third, the risk assessment included
risk estimates based on both single
pollutant and multi-pollutant
concentration-response relationships
where such information was available
for the health outcomes included in the
assessment. Issues related to the
consideration of single versus multipollutant models have been addressed
in the section above on health effects
evidence.
Fourth, EPA’s approach of using
linear concentration-response
relationships for the health outcomes
based on epidemiological studies and
whether or not to include any nonlinear models or assumed threshold
were reviewed and discussed by the
CASAC Panel during the development
of the Staff Paper and risk assessment,
and the Panel concurred with the
approach used. As discussed in the
proposal notice, Staff Paper (section
3.4.5), and above in the prior section on
health effects evidence, EPA recognizes
that the available epidemiological
evidence neither supports or refutes the
existence of thresholds at the
population level for effects such as
increased hospital admissions and
premature mortality. Noting the
limitations of epidemiological evidence
to address such questions, EPA
concluded that if a population threshold
does exist, it would likely be well below
the level of the current O3 standard. The
Administrator is very mindful of the
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uncertainties related to whether the
observed associations between O3
concentrations at levels well below
0.080 ppm and the health outcomes
reported in the epidemiological studies
reflect actual causal relationships, and
has taken this into account in
considering the risk assessment
estimates in his decision.
Fifth, consistent with the prior
review, the lung function component of
the risk assessment has focused on the
number and percentage of children that
are estimated to experience a degree of
lung function decrement that represents
an adverse health effect. EPA does not
agree that the focus of the quantitative
risk assessment should be on the
average lung function response in the
population, since such an assessment
would not address the public health
policy question concerning to extent to
which a portion of the population
would likely experience health effects of
concern. Looking at just the average for
the population would ignore the
evidence of health effects for sensitive
subpopulations, an important aspect of
public health impact in this and other
O3 reviews. EPA believes that it is
appropriate to include all of the
individual data from the series of
controlled human exposure studies that
address lung function responses
associated with 6.6-hour exposures to
O3 and which were reviewed and
included in the final Criteria Document,
and this includes the Adams (2006)
study. EPA notes that the CASAC Panel
clearly did not judge the responses
observed in this study to be an
‘‘outlier.’’ Rather, CASAC stated in its
comments on the Staff Paper’s
discussion of this study, ‘‘there were
clearly a few individuals who
experienced declines in lung function at
these lower concentrations. These were
healthy subjects so the percentage of
asthmatic subjects, if they had been
studied, would most likely be
considerably greater’’ (Henderson,
2006c, p. 10).
Having considered comments on the
quantitative exposure and health risk
assessments from both groups of
commenters, the Administrator finds no
basis to change his position on these
quantitative assessments that was taken
at the time of proposal. That is, as
discussed above, while the
Administrator recognizes that the
assessments rest on a more extensive
body of data and is more comprehensive
in scope than the assessment conducted
in the last review, he is mindful that
significant uncertainties continue to
underlie the resulting quantitative
exposure and risk estimates.
Nevertheless, the Administrator
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concludes that the exposure and risk
estimates are sufficiently reliable to
inform his judgment about the
significance of the exposures and risk of
health effects in susceptible and
vulnerable populations at O3 levels
associated with just meeting the current
8-hour standard. However, the
Administrator disagrees with aspects of
these commenters’ views on the level of
the standard that is appropriate and
supported by the available health effects
evidence and quantitative assessments
associated with just meeting alternative
standards.
3. Conclusions Regarding the Need for
Revision
Having carefully considered the
public comments, as discussed above,
the Administrator believes the
fundamental scientific conclusions on
the effects of O3 reached in the Criteria
Document and Staff Paper, briefly
summarized above in section II.A.2 and
discussed more fully in section II.A of
the proposal, remain valid. In
considering whether the primary O3
standard should be revised, the
Administrator places primary
consideration on the body of scientific
evidence available in this review on the
health effects associated with O3
exposure, as summarized above in
section II.B.1. The Administrator notes
that there is much new evidence that
has become available since the last
review, including an especially large
number of new epidemiological studies.
The Administrator believes that this
body of scientific evidence is very
robust, recognizing that it includes large
numbers of various types of studies,
including toxicological studies,
controlled human exposure studies,
field panel studies, and community
epidemiological studies, that provide
consistent and coherent evidence of an
array of O3-related respiratory morbidity
effects and possibly cardiovascularrelated morbidity as well as total
nonaccidental and cardiorespiratory
mortality. The Administrator observes
that (1) the evidence of a range of
respiratory-related morbidity effects
seen in the last review has been
considerably strengthened, both through
toxicological and controlled human
exposure studies as well as through
many new panel and epidemiological
studies; (2) newly available evidence
from controlled human exposure and
epidemiological studies identifies
people with asthma as an important
susceptible population for which
estimates of respiratory effects in the
general population likely underestimate
the magnitude or importance of these
effects; (3) newly available evidence
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about mechanisms of toxicity more
completely explains the biological
plausibility of O3-induced respiratory
effects and is beginning to suggest
mechanisms that may link O3 exposure
to cardiovascular effects; and (4) there is
now relatively strong evidence for
associations between O3 and total
nonaccidental and cardiopulmonary
mortality, even after adjustment for the
influence of season and PM. The
Administrator believes that this very
robust body of evidence, taken together,
enhances our understanding of O3related effects relative to what was
known at the time of the last review.
Further, he believes that the available
evidence provides increased confidence
that respiratory morbidity effects such
as lung function decrements and
respiratory symptoms are causally
related to O3 exposures, that indicators
of respiratory morbidity such as
emergency department visits and
hospital admissions are causally related
to O3 exposures, and that the evidence
is highly suggestive that O3 exposures
during the warm O3 season contribute to
premature mortality.
Further, the Administrator judges that
there is important new evidence
demonstrating that exposures to O3 at
levels below the level of the current
standard are associated with a broad
array of adverse health effects. This is
especially true in at-risk populations
that include people with asthma or
other lung diseases, who are likely to
experience more serious effects from
exposure to O3, children, and older
adults with increased susceptibility, as
well as those who are likely to be
vulnerable as a result of spending a lot
of time outdoors engaged in physical
activity, especially active children and
outdoor workers. The Administrator
notes that this important new evidence
demonstrates O3-induced lung function
effects and respiratory symptoms in
some healthy individuals down to the
previously observed exposure level of
0.080 ppm, as well as very limited new
evidence at exposure levels well below
the level of the current standard. In
addition, the Administrator notes that
(1) there is now epidemiological
evidence of statistically significant O3related associations with lung function
and respiratory symptom effects,
respiratory-related emergency
department visits and hospital
admissions, and increased mortality, in
areas that likely would have met the
current standard; (2) there are also many
epidemiological studies done in areas
that likely would not have met the
current standard but which nonetheless
report statistically significant
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associations that generally extend down
to ambient O3 concentrations that are
below the level of the current standard;
(3) there are a few studies that have
examined subsets of data that include
only days with ambient O3
concentrations below the level of the
current standard, or below even much
lower O3 concentrations, and continue
to report statistically significant
associations with respiratory morbidity
outcomes and mortality; and (4) the
evidence from controlled human
exposure studies, together with animal
toxicological studies, provides
considerable support for the biological
plausibility of the respiratory morbidity
associations observed in the
epidemiological studies and for
concluding that the associations extend
below the level of the current standard.
Based on the available evidence, the
Administrator agrees with the CASAC
Panel and the majority of public
commenters that the current standard is
not requisite to protect public health
with an adequate margin of safety
because it is does not provide sufficient
protection and that revision of the
current O3 standard is needed to
provide increased public health
protection. The Administrator notes that
extensive critical review of this body of
evidence and related uncertainties
during the criteria and standard review
process, including review by the
CASAC Panel and the public of the
basis for EPA’s proposed decision to
revise the primary O3 standard, has
identified a number of issues about
which different reviewers disagree and
for which additional research is
warranted. Nonetheless, on balance, the
Administrator believes that the
remaining uncertainties in the available
evidence do not diminish confidence in
the causal relationships between O3
exposures and indicators of serious
respiratory morbidity effects, or the
highly suggestive evidence of
associations between O3 exposures and
premature mortality, nor do they
diminish confidence in the conclusion
that the associations extend below the
level of the current standard.
Beyond a primary consideration of the
available evidence, the Administrator
has also taken into consideration the
Agency’s exposure and risk assessments
to help inform his evaluation of the
adequacy of the current standard. As at
the time of proposal, the Administrator
believes the results of those assessments
inform his judgment on the adequacy of
the current standard to protect against
health effects of concern. In considering
the exposure analysis results at this
time, the Administrator recognizes that
that there is a risk for confusion in the
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term ‘‘exposure of concern’’ that was
used at the time of proposal, as it could
be read to imply a determination that a
certain benchmark level of exposure has
been shown to be causally associated
with adverse health effects. As a
consequence, the Administrator believes
that it is more appropriate to consider
such exposure estimates in the context
of a continuum rather than focusing on
any one discrete benchmark level, as
was done at the time of proposal, since
the Administrator does not believe that
the underlying scientific evidence is
certain enough to support a focus on
any bright-line benchmark level. In so
doing, the Administrator recognizes that
associations between O3 exposures and
health effects of concern become
increasingly uncertain at lower O3
exposure levels. Thus, the
Administrator has taken into
consideration the pattern of such
exposure estimates across the range of
discrete benchmark levels considered in
EPA’s exposure assessment to provide
some indication of the potential
magnitude of the incidence of health
outcomes that could not be evaluated in
the Agency’s quantitative risk
assessment but which have been
demonstrated to occur in healthy people
at O3 exposures as low as 0.080 ppm,
the lowest level at which such health
outcomes have been tested.20
More specifically, the Administrator
has considered the pattern of reductions
in such exposures across the benchmark
levels of 0.080, 0.070, and 0.060 ppm,
which span the level at which there is
strong evidence of effects in healthy
people down to a level at which the
Administrator judges the evidence of
effects to be very limited. The
Administrator observes that based on
the aggregated exposure estimates for
the 2002 simulation for the 12 urban
areas included in the exposure analysis,
upon just meeting the current standard,
the percentages of asthmatic or all
school age children likely to experience
one of more exposures at and above
these benchmark levels of 0.080, 0.070,
and 0.060 ppm (while at moderate or
greater exertion) are approximately 4%,
20 As noted above, such health outcomes include
increased airway responsiveness, increased
pulmonary inflammation, increased cellular
permeability, and decreased pulmonary defense
mechanisms. These physiological effects provide
plausible mechanisms underlying observed
associations with aggravation of asthma, increased
medication use, increased school and work
absences, increased susceptibility to respiratory
infection, increased visits to doctors’ offices and
emergency departments, and increased admissions
to hospitals. In addition, these physiological effects,
if repeated over time, have the potential to lead to
chronic effects such as chronic bronchitis or longterm damage to the lungs that can lead to reduced
quality of life.
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20%, and 45%, respectively. As noted at
the time of proposal, the Administrator
recognizes that there is substantial yearto-year and city-to-city variability in
these estimates and that it is important
to recognize this variability in
considering these estimates. For
example, for the 0.080, 0.070, and 0.060
ppm benchmark levels, these
percentages are estimated to range from
approximately 1 to 10%, 1 to 40%, and
7 to 65%, respectively, across each of
the 12 urban areas based on the 2002
simulation, and from approximately 0 to
1%, 0 to 7%, and 1 to 25%,
respectively, based on the 2004
simulation.
With regard to the results of the risk
assessment, the Administrator again
considered the risks estimated to remain
upon just meeting the current standard.
The Administrator takes note of the
estimated magnitudes of such risks,
which are presented above in section
II.B.1.c for a range of health effects
including moderate and large lung
function decrements (including
percentages of children and number of
occurrences), respiratory symptom days,
respiratory-related hospital admissions,
and nonaccidental and cardiorespiratory
mortality, as well as year-to-year and
city-to-city variability, and the
uncertainties in these estimates.
Further, the Administrator recognizes
that these estimated risks for the
specific health effects that could be
analyzed in the Agency’s risk
assessment are indicative of a much
broader array of O3-related health
endpoints that are part of a ‘‘pyramid of
effects’’ that include various indicators
of morbidity that could not be included
in the risk assessment (e.g., school
absences, increased medication use,
emergency department visits) and
which primarily affect members of atrisk groups.
In considering these quantitative
exposure and risk estimates, as well as
the broader array of O3-related health
endpoints that could not be quantified,
the Administrator believes that they are
important from a public health
perspective and indicative of potential
exposures and risks to at-risk groups.
The Administrator thus finds that the
exposure and risk estimates provide
additional support to the evidencebased conclusion, reached above, that
the current standard needs to be revised.
Based on these considerations, and
consistent with CASAC Panel’s
unanimous conclusion that there is no
scientific justification for retaining the
current standard, the Administrator
concludes that the current primary O3
standard is not sufficient and thus not
requisite to protect public health with
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an adequate margin of safety, and that
revision is needed to provide increased
public health protection. It is important
to note that this conclusion, and the
reasoning on which it is based, does not
address the question of what specific
revisions are appropriate. That requires
looking specifically at the current
indicator, averaging time, form, and
level of the O3 standard, and evaluating
the evidence relevant to determining
whether and to what extent any of these
elements should be revised, as is
discussed in the following section.
C. Conclusions on the Elements of the
Primary O3 Standard
1. Indicator
In the last review of the air quality
criteria for O3 and other photochemical
oxidants and the O3 standard, as in
other prior reviews, EPA focused on a
standard for O3 as the most appropriate
surrogate for ambient photochemical
oxidants. In this review, while the
complex atmospheric chemistry in
which O3 plays a key role has been
highlighted, no alternatives to O3 have
been advanced as being a more
appropriate surrogate for ambient
photochemical oxidants.
The Staff Paper (section 2.2.2) noted
that it is generally recognized that
control of ambient O3 levels provides
the best means of controlling
photochemical oxidants. Among the
photochemical oxidants, the acute
exposure chamber, panel, and field
epidemiological human health database
provides specific evidence for O3 at
levels commonly reported in the
ambient air, in part because few other
photochemical oxidants are routinely
measured. However, recent
investigations on copollutant
interactions have used simulated urban
photochemical oxidant mixes. These
investigations suggest the need for
similar studies to help in understanding
the biological basis for effects observed
in epidemiological studies that are
associated with air pollutant mixtures,
where O3 is used as the surrogate for the
mix of photochemical oxidants. Meeting
the O3 standard can be expected to
provide some degree of protection
against potential health effects that may
be independently associated with other
photochemical oxidants but which are
not discernable from currently available
studies indexed by O3 alone. Since the
precursor emissions that lead to the
formation of O3 generally also lead to
the formation of other photochemical
oxidants, measures leading to
reductions in population exposures to
O3 can generally be expected to lead to
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reductions in population exposures to
other photochemical oxidants.
The Staff Paper noted that while the
new body of time-series epidemiological
evidence cannot resolve questions about
the relative contribution of other
photochemical oxidant species to the
range of morbidity and mortality effects
associated with O3 in these types of
studies, control of ambient O3 levels is
generally understood to provide the best
means of controlling photochemical
oxidants in general, and thus of
protecting against effects that may be
associated with individual species and/
or the broader mix of photochemical
oxidants, independent of effects
specifically related to O3. No public
comments specifically suggested
changing the indicator for the O3
NAAQS.
In its letter to the Administrator, the
CASAC Panel noted that O3 is ‘‘the key
indicator of the extent of oxidative
chemistry and serves to integrate
multiple pollutants.’’ The CASAC also
stated that ‘‘although O3 itself has direct
effects on human health and
ecosystems, it can also be considered as
indicator of the mixture of
photochemical oxidants and of the
oxidizing potency of the atmosphere’’
(Henderson, 2006c, p. 9).
Based on the available information,
and consistent with the views of EPA
staff and the CASAC, the Administrator
concludes that it is appropriate to
continue to use O3 as the indicator for
a standard that is intended to address
effects associated with exposure to O3,
alone or in combination with related
photochemical oxidants. In so doing,
the Administrator recognizes that
measures leading to reductions in
population exposures to O3 will also
reduce exposures to other
photochemical oxidants.
2. Averaging Time
a. Short-Term and Prolonged (1 to 8
Hours)
The current 8-hour averaging time for
the primary O3 NAAQS was set in 1997.
At that time, the decision to revise the
averaging time of the primary standard
from 1 hour to 8 hours was supported
by the following key observations and
conclusions:
(1) The 1-hour averaging time of the
previous NAAQS was originally
selected primarily on the basis of health
effects associated with short-term (i.e.,
1- to 3-hour) exposures.
(2) Substantial health effects
information was available for the 1997
review that demonstrated associations
between a wide range of health effects
(e.g., moderate to large lung function
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decrements, moderate to severe
respiratory symptoms and pulmonary
inflammation) and prolonged (i.e., 6- to
8-hour) exposures below the level of the
then current 1-hour NAAQS.
(3) Results of the quantitative risk
analyses showed that reductions in risks
from both short-term and prolonged
exposures could be achieved through a
primary standard with an averaging
period of either 1 hour or 8 hours. Thus
establishing both a 1-hour and an 8-hour
standard would not be necessary to
reduce risks associated with the full
range of observed health effects.
(4) The 8-hour averaging time was
more directly associated with health
effects of concern at lower O3
concentrations than the 1-hour
averaging time. It was thus the
consensus of the CASAC ‘‘that an 8hour standard was more appropriate for
a human health-based standard than a 1hour standard.’’ (Wolff, 1995)
(5) An 8-hour averaging resulted in a
significantly more uniformly protective
national standard than the then current
1-hour standard.
(6) An 8-hour averaging time
effectively limits both 1- and 8-hour
exposures of concern.
In looking at the new information that
is discussed in section 7.6.2 of the
current Criteria Document, the Staff
Paper noted that epidemiological
studies have used various averaging
periods for O3 concentrations, most
commonly 1-hour, 8-hour and 24-hour
averages. As described more specifically
in sections 3.3 and 3.4 of the Staff
Paper, in general the results presented
from U.S. and Canadian studies showed
no consistent difference for various
averaging times in different studies.
Because the 8-hour averaging time
continues to be more directly associated
with health effects of concern from
controlled human exposure studies at
lower concentrations than do shorter
averaging periods, the Staff Paper did
not evaluate alternative averaging times
in this review and did not conduct
exposure or risk assessments for
standards with averaging times other
than 8 hours.
The Staff Paper discussed an analysis
of a recent three-year period of air
quality data (2002 to 2004) which was
conducted to determine whether the
comparative 1- and 8-hour air quality
patterns that were observed in the last
review continue to be observed based on
more recent air quality data. This
updated air quality analysis (McCluney,
2007) was very consistent with the
analysis done in the last review in that
it indicated that only two urban areas of
the U.S. have such ‘‘peaky’’ air quality
patterns such that the ratio of 1-hour to
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8-hour design values is greater than 1.5.
This suggested that based on recent air
quality data, it was again reasonable to
conclude that an 8-hour average
standard at or below the current level
would generally be expected to provide
protection equal to or greater than the
previous 1-hour standard of 0.12 ppm in
almost all urban areas. Thus, the Staff
Paper again concluded that setting a
standard with an 8-hour averaging time
can effectively limit both 1- and 8-hour
exposures of concern and is appropriate
to provide adequate and more uniform
protection of public health from both
short-term and prolonged exposures to
O3 in the ambient air. In its letter to the
Administrator, the CASAC Panel
unanimously supported the continued
use of an 8-hour averaging time for the
primary O3 standard (Henderson 2007,
p. 2).
With respect to comments received on
the proposal, most public commenters
did not address the issue of whether
EPA should consider additional or
alternative averaging time standards. A
few commenters, most notably the CA
EPA and joint comments by ALA and
several environmental groups,
expressed the view that consideration
should be given to setting or reinstating
a 1-hour standard, in addition to
maintaining the use of an 8-hour
averaging time, to protect people in
those parts of the country with
relatively more ‘‘peaky’’ exposure
profiles (e.g., Los Angeles). These
commenters pointed out that when
controlled exposure studies using
triangular exposure patterns (with
relatively higher 1-hour peaks) have
been compared to constant exposure
patterns with the same aggregate O3
dose (in terms of concentration
multiplied by time), ‘‘peaky’’ exposure
patterns are seen to lead to higher risks.
The CA EPA made particular note of
this point, expressing the view that a 1hour standard would more closely
represent actual exposures, in that many
people spend only 1 to 2 hours a day
outdoors, and that it would be better
matched to O3 concentration profiles
along the coasts where O3 levels are
typically high for shorter averaging
periods than 8 hours.
For the reasons discussed in the Staff
Paper and summarized above and
considering the unanimous views of the
CASAC Panel supporting the continued
use of an 8-hour averaging time for the
primary O3 standard, the Administrator
finds that, in combination with the
decisions on form and level described
below, the 8-hour standard provides
adequate protection from both shortterm (1 to 3 hours) and prolonged (6 to
8 hours) exposures to O3 in the ambient
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air and that it is appropriate to continue
use of the 8-hour averaging time for the
O3 NAAQS.
b. Long-term
During the last review, there was a
large animal toxicological database for
consideration that provided clear
evidence of associations between longterm (e.g., from several months to years)
exposures and lung tissue damage, with
additional evidence of reduced lung
elasticity and accelerated loss of lung
function. However, there was no
corresponding evidence for humans,
and the state of the science had not
progressed sufficiently to allow
quantitative extrapolation of the animal
study findings to humans. For these
reasons, consideration of a separate
long-term primary O3 standard was not
judged to be appropriate at that time,
recognizing that the 8-hour standard
would act to limit long-term exposures
as well as short-term and prolonged
exposures.
Taking into consideration the
currently available evidence on longterm O3 exposures, discussed above in
section II.A.2.a.ii, the Staff Paper
concluded that a health-based standard
with a longer-term averaging time than
8 hours is not warranted at this time.
The Staff Paper noted that while
potentially more serious health effects
have been identified as being associated
with longer-term exposure studies of
laboratory animals and in epidemiology
studies, there remains substantial
uncertainty regarding how these data
could be used quantitatively to develop
a basis for setting a long-term health
standard. Because long-term air quality
patterns would be improved in areas
coming into attainment with an 8-hour
standard, the potential risk of health
effects associated with long-term
exposures would be reduced in any area
meeting an 8-hour standard. Thus, the
Staff Paper did not recommend
consideration of a long-term, healthbased standard at this time.
In its final letter to the Administrator,
the CASAC Panel offered no views on
the long-term exposure evidence, nor
did it suggest that consideration of a
primary O3 standard with a long-term
averaging time was appropriate, and
instead the CASAC Panel agreed with
the choice of an 8-hour averaging time
for the primary O3 NAAQS suggested by
Agency staff (Henderson, 2007).
Similarly, no public commenters
expressed support for considering such
a long-term standard. Taking into
account the evidence, the CASAC
Panel’s views, and the public
comments, the Administrator finds that
there is not a sufficient basis for setting
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a long-term primary O3 NAAQS at this
time.
c. Administrator’s Conclusions on
Averaging Time
In considering the information
discussed above, the CASAC Panel’s
views and public comments, the
Administrator concludes that a standard
with an 8-hour averaging time can
effectively limit both 1- and 8-hour
exposures of concern and that an 8-hour
averaging time is appropriate to provide
adequate and more uniform protection
of public health from both short-term (1to 3-hour) and prolonged (6- to 8-hour)
exposures to O3 in the ambient air. This
conclusion is based on the observations
summarized above, particularly: (1) The
fact that the 8-hour averaging time is
more directly associated with health
effects of concern at lower O3
concentrations than are averaging times
of shorter duration and (2) results from
quantitative risk analyses showing that
attaining an 8-hour standard reduces the
risk of experiencing health effects
associated with both 8-hour and shorter
duration exposures. Furthermore, the
Administrator observes that the CASAC
Panel agreed with the choice of
averaging time (Henderson, 2007).
Therefore, the Administrator finds it
appropriate to retain the 8-hour
averaging time and to not set a separate
1-hour standard. The Administrator also
concludes that a standard with a longterm averaging time is not warranted at
this time.
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3. Form
In 1997, the primary O3 NAAQS was
changed from a ‘‘1-expectedexceedance’’ form per year over three
years 21 to a concentration-based
statistic, specifically the 3-year average
of the annual fourth-highest daily
maximum 8-hour concentrations. The
principal advantage of the
concentration-based form is that it is
more directly related to the ambient O3
concentrations that are associated with
health effects of concern. With a
concentration-based form, days on
which higher O3 concentrations occur
would weigh proportionally more than
days with lower concentrations, since
the actual concentrations are used in
determining whether the standard is
attained. That is, given that there is a
continuum of effects associated with
exposures to varying levels of O3, the
extent to which public health is affected
21 The 1-expected-exceedance form essentially
requires that the fourth-highest air quality value in
3 years, based on adjustments for missing data, be
less than or equal to the level of the standard for
the standard to be met at an air quality monitoring
site.
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by exposure to ambient O3 is related to
the actual magnitude of the O3
concentration, not just whether the
concentration is above a specified level.
During the 1997 review, consideration
was given to a range of alternative
forms, including the second-, third-,
fourth- and fifth-highest daily maximum
8-hour concentrations in an O3 season,
recognizing that the public health risks
associated with exposure to a pollutant
without a clear, discernable threshold
can be appropriately addressed through
a standard that allows for multiple
exceedances to provide increased
stability, but that also significantly
limits the number of days on which the
level may be exceeded and the
magnitude of such exceedances.
Consideration was given to setting a
standard with a form that would
provide a margin of safety against
possible, but uncertain, chronic effects
and would also provide greater stability
to ongoing control programs. The
fourth-highest daily maximum was
selected because it was decided that the
differences in the degree of protection
against potential chronic effects
afforded by the alternatives within the
range were not well enough understood
to use any such differences as a basis for
choosing the most restrictive forms. On
the other hand, the relatively large
percentage of sites that would
experience O3 peaks well above 0.08
ppm and the number of days on which
the level of the standard may be
exceeded even when attaining a fifthhighest 0.08 ppm concentration-based
standard, argued against choosing that
form.
As an initial matter, the Staff Paper
considered whether it is appropriate to
continue to specify the level of the O3
standard to the nearest hundredth (two
decimal places) ppm, or whether the
precision with which ambient O3
concentrations are measured supports
specifying the standard level to the
thousandth (three decimal places) ppm
(i.e., to the part per billion (ppb)). The
Staff Paper discussed an analysis
conducted by EPA staff to determine the
impact of ambient O3 measurement
error on calculated 8-hour average O3
design value concentrations, which are
compared to the level of the standard to
determine whether the standard is
attained (Cox and Camalier, 2006). The
results of this analysis suggested that
instrument measurement error, or
possible instrument bias, contribute
very little to the uncertainty in design
values. More specifically, measurement
imprecision was determined to
contribute less than 1 ppb to design
value uncertainty, and a simulation
study indicated that randomly occurring
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instrument bias could contribute
approximately 1 ppb. EPA staff
interpreted this analysis as being
supportive of specifying the level of the
standard to the thousandth ppm. If the
current standard were to be specified to
this degree of precision, the current
standard would effectively be at a level
of 0.084 ppm, reflecting the data
rounding conventions that are part of
the definition of the current 0.08 ppm
8-hour standard. This information was
provided to the CASAC Panel and made
available to the public.
In evaluating alternative forms for the
primary standard in conjunction with
specific standard levels, the Staff Paper
considered the adequacy of the public
health protection provided by the
combination of the level and form to be
the foremost consideration. In addition,
the Staff Paper recognized that it is
important to have a form of the standard
that is stable and insulated from the
impacts of extreme meteorological
events that are conducive to O3
formation. Such instability can have the
effect of reducing public health
protection, because frequent shifting in
and out of attainment due of
meteorological conditions can disrupt
an area’s ongoing implementation plans
and associated control programs.
Providing more stability is one of the
reasons that EPA moved to a
concentration-based form in 1997.
The Staff Paper considered two
concentration-based forms of the
standard: the nth-highest maximum
concentration and a percentile-based
form. A percentile-based statistic is
useful for comparing datasets of varying
length because it samples approximately
the same place in the distribution of air
quality values, whether the dataset is
several months or several years long.
However, a percentile-based form would
allow more days with higher air quality
values in locations with longer O3
seasons relative to places with shorter
O3 seasons. An nth-highest maximum
concentration form would more
effectively ensure that people who live
in areas with different length O3 seasons
receive the same degree of public health
protection. For this reason, the exposure
and risk analyses were based on a form
specified in terms of an nth-highest
concentration, with n ranging from 3 to
5.
The results of some of these analyses
are shown in the Staff Paper (Figures 6–
1 through 6–4) and specifically
discussed in chapter 6. These figures
illustrate the estimated percent change
in risk estimates for the incidence of
moderate or greater decrements in lung
function (≥ 15 percent FEV1) in all
school age children and moderate or
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greater lung function decrements (≥ 10
percent FEV1) in asthmatic school age
children, associated with going from
meeting the current standard to meeting
alternative standards with alternative
forms based on the 2002 and 2004
simulations. Figures 6–5 and 6–6
illustrate the estimated percent change
in the estimated incidence of nonaccidental mortality, associated with
going from meeting the current standard
to meeting alternative standards, based
on the 2002 and 2004 simulations.
These results are generally
representative of the patterns found in
all of the analyses. The estimated
reductions in risk associated with
different forms of the standard, ranging
from third- to fourth-highest daily
maximum concentrations at 0.084 ppm,
and from third- to fifth-highest daily
maximum concentrations at 0.074 ppm,
are generally less than the estimated
reductions associated with the different
levels that were analyzed. As seen in
these figures, there is much city-to-city
variability, particularly in the percent
changes associated with going from a
fourth-highest to third-highest form at
the current level of 0.084 ppm, and with
estimated reductions associated with
the fifth-highest form at a 0.074 ppm
level. In most cities, there are generally
only small differences in the estimated
reductions in risks associated with the
third- to fifth-highest forms at a level of
0.074 ppm simulated using 2002 and
2004 O3 monitoring data.
The Staff Paper noted that there is not
a clear health-based rationale for
selecting a particular nth-highest daily
maximum form of the standard from
among the ones analyzed. It also noted
that the changes in the form considered
in the analyses result in only small
differences in the estimated reductions
in risks in most cities, although in some
cities larger differences are estimated.
The Staff Paper concluded that a range
of concentration-based forms from the
third-to the fifth-highest daily maximum
8-hour average concentration is
appropriate for consideration in setting
the standard. Given that there is a
continuum of effects associated with
exposures to varying levels of O3, the
extent to which public health is affected
by exposure to ambient O3 is related to
the actual magnitude of the O3
concentration, not just whether the
concentration is above a specified level.
The principal advantage of a
concentration-based form is that it is
more directly related to the ambient O3
concentrations that are associated with
health effects. Robust, concentrationbased forms, in the range of the thirdto fifth-highest daily maximum 8-hour
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average concentration, including the
current 4th-highest daily maximum
form, minimize the inherent lack of
year-to-year stability of exceedancebased forms and provide insulation
from the impacts of extreme
meteorological events. Such instability
can have the effect of reducing public
health protection by disrupting ongoing
implementation plans and associated
control programs.
With regard to the precision of the
standard, in its letter to the
Administrator, the CASAC concluded
that current monitoring technology
‘‘allows accurate measurement of O3
concentrations with a precision of parts
per billion’’ (Henderson, 2006c). The
CASAC recommended that the
specification of the level of the O3
standard should reflect this degree of
precision (Henderson, 2006c). While the
CASAC Panel unanimously supported
specifying the level of the standard to
this degree of precision, public
comments were mixed. Environmental
organizations (e.g., ALA et al.) and some
State/regional agencies (e.g.,
NESCAUM, PA Department of
Environmental Protection) supported
the proposed increased precision and
but did not support truncating to the
third decimal. However, several
industry associations (e.g., API, EMA,
AAAM) suggested that there is not
sufficient evidence to modify the 1997
decision to round to two decimal places.
These comments are addressed in the
Response to Comments document.
The Administrator concludes that the
level of the standard should be specified
to the thousandth ppm (three decimal
places), based on the staff’s analysis and
conclusions discussed in the Staff Paper
that current monitoring technology
allows accurate measurement of O3 to
support specifying the 8-hour standard
to this degree of precision, and on the
CASAC Panel’s reasoning and
recommendation with respect to this
aspect of the standard.
With regard to the form of the
standard, in its letter to the
Administrator prior to proposal, the
CASAC recommended that ‘‘a range of
concentration-based forms from the
third-to the fifth-highest daily maximum
8-hour average concentration’’ be
considered (Henderson, 2006c, p. 5).
Several commenters supported
maintaining the current form of the
standard because it strikes an
appropriate balance between stability
and protection, as well as because EPA
used this form in their analyses (e.g.,
EMA, NESCAUM, and Pennsylvania
Department of Environmental
Protection). Some public commenters
that expressed the view that the current
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primary O3 standard is not adequate
also submitted comments that
supported a more health-protective form
of the standard than the current form
(e.g., a second-or third-highest daily
maximum form) (e.g., ALA et al.). Most
commenters who expressed the view
that the current standard should not be
revised did not provide any views on
alternative forms that would be
appropriate for consideration should the
Administrator consider revisions to the
standard. A few industry association
and business commenters supported
changing to a 5th highest form (e.g.,
Dow Chemical, AAM). One commenter
(Oklahoma Department of
Transportation) suggested the use of a
6th or 7th highest daily maximum form.
The Administrator recognizes that
there is not a clear health-based
threshold for selecting a particular nthhighest daily maximum form of the
standard from among the ones analyzed
in the Staff Paper and that the current
form of the standard provides a stable
target for implementing programs to
improve air quality. The Administrator
also agrees that the adequacy of the
public health protection provided by the
combination of the level and form is a
foremost consideration. Based on this,
the Administrator finds that the form of
the current standard, 4th-highest daily
maximum 8-hour average concentration,
should be retained, recognizing that the
public health protection that would be
provided by this standard is based on
combining this form with the increased
health protection provided by the lower
level of the standard discussed in the
section below.
4. Level
a. Proposed Range
For the reasons discussed below, and
taking into account information and
assessments presented in the Criteria
Document and Staff Paper, the advice
and recommendations of the CASAC,
and the public comments received prior
to proposal, the Administrator proposed
to revise the existing 8-hour primary O3
standard. Specifically, the
Administrator proposed to revise the
level of the primary O3 standard to
within a range from 0.070 to 0.075 ppm.
The Administrator’s consideration of
alternative levels of the primary O3
standard builds on his proposal,
discussed above, that the overall body of
evidence indicates that the current 8hour O3 standard is not requisite to
protect public health with an adequate
margin of safety because it does not
provide sufficient protection, and that
revision would result in increased
public health protection, especially for
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members of at-risk groups, notably
including asthmatic children and other
people with lung disease, as well as all
children and older adults, especially
those active outdoors, and outdoor
workers, against an array of adverse
health effects. These effects range from
health outcomes that could be
quantified in the risk assessment,
including decreased lung function,
respiratory symptoms, serious
indicators of respiratory morbidity such
as hospital admissions for respiratory
causes, and nonaccidental mortality, to
health outcomes that could not be
directly estimated, including pulmonary
inflammation, increased medication
use, emergency department visits, and
possibly cardiovascular-related
morbidity effects. In reaching a
proposed decision about the level of the
O3 primary standard, the Administrator
considered: the evidence-based
considerations from the Criteria
Document and the Staff Paper; the
results of the exposure and risk
assessments discussed above and in the
Staff Paper, giving weight to the
exposure and risk assessments as judged
appropriate; CASAC advice and
recommendations, as reflected in
discussions of drafts of the Criteria
Document and Staff Paper at public
meetings, in separate written comments,
and in CASAC’s letters to the
Administrator; EPA staff
recommendations; and public
comments received during the
development of these documents, either
in connection with CASAC meetings or
separately. In considering what 8-hour
standard is requisite to protect public
health with an adequate margin of
safety, the Administrator noted at the
time of proposal that he was mindful
that this choice requires judgment based
on an interpretation of the evidence and
other information that neither overstates
nor understates the strength and
limitations of the evidence and
information nor the appropriate
inferences to be drawn.
The Administrator noted that the
most certain evidence of adverse health
effects from exposure to O3 comes from
the clinical studies and that the large
bulk of this evidence derives from
studies of exposures at levels of 0.080
and above. At those levels, there is
consistent evidence of lung function
decrements and respiratory symptoms
in healthy young adults, as well as
evidence of inflammation and other
medically significant airway responses.
Moreover, there is no evidence that the
0.080 ppm level is a threshold for these
effects. Although the Administrator took
note of the very limited new evidence
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of lung function decrements and
respiratory symptoms in some healthy
individuals at the 0.060 ppm exposure
level, he judged this evidence too
limited to support a primary focus at
this level. The Administrator also noted
that clinical studies, supported by
epidemiological studies, provide
important new evidence that people
with asthma were likely to experience
larger and more serious effects than
healthy people from exposure to O3.
There were also epidemiological studies
that provide evidence of statistically
significant associations between shortterm O3 exposures and more serious
health effects, such as emergency
department visits, hospital admissions,
and premature mortality, in areas that
likely would have met the current
standard. The Administrator also took
note of the many epidemiological
studies done in areas that likely would
not have met the current standard but
which nonetheless report statistically
significant associations that generally
extend down to ambient O3
concentrations that were below the level
of the current standard. Further, there
were a few studies that have examined
subsets of data that include only days
with ambient O3 concentrations below
the level of the current standard, or
below even much lower O3
concentrations, and continued to report
statistically significant associations with
respiratory morbidity outcomes and
mortality. In considering this evidence,
the Administrator noted that the extent
to which these studies provide evidence
of causal relationships with exposures
to O3 alone, down to the lowest levels
observed, remains uncertain. EPA
sought comment on the degree to which
associations observed in
epidemiological studies reflect causal
relationships between important health
endpoints and exposure to O3 alone at
ambient O3 levels below the current
standard.
Therefore, the Administrator judged
at the time of proposal, and continues
to judge as discussed in section II.B.3,
that revising the current standard to
protect public health with an adequate
margin of safety is warranted and would
reduce risk to public health, based on:
(1) The strong body of clinical evidence
in healthy people at exposure levels of
0.080 and above of lung function
decrements, respiratory symptoms,
pulmonary inflammation, and other
medically significant airway responses,
as well as some indication of lung
function decrements and respiratory
symptoms at lower levels; (2) the
substantial body of clinical and
epidemiological evidence indicating
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that people with asthma are likely to
experience larger and more serious
effects than healthy people; and (3) the
body of epidemiological evidence
indicating associations are observed for
a wide range of serious health effects,
including respiratory emergency
department visits, hospital admissions,
and premature mortality, at and below
0.080 ppm. The Administrator also
judged at the time of proposal and
continues to conclude that the estimates
of exposures of concern and risks
remaining upon just meeting the current
standard or a standard at the 0.080 ppm
level provide additional support for this
view. For the same reasons stated in the
proposal notice and discussed above in
section II.B on the adequacy of the
current standard, the Administrator
judges that the standard should be set
below 0.080 ppm, a level at which the
evidence provides a high degree of
certainty about the adverse effects of O3
exposure even in healthy people.
The Administrator next considered
what standard level below 0.080 ppm
would be requisite to protect public
health with an adequate margin of safety
that is sufficient, but not more than
necessary, to achieve that result,
recognizing that such a standard would
result in increased public health
protection. The assessment of a standard
level calls for consideration of both the
degree of additional protection that
alternative levels of the standard might
be expected to provide as well as the
certainty that any specific level will in
fact provide such protection. In the
circumstances present in this review,
there is no evidence-based bright line
that indicates a single appropriate level.
Instead there is a combination of
scientific evidence and other
information that needs to be considered
holistically in making this public health
policy judgment and selecting a
standard level from a range of
reasonable values.
The Administrator noted that at
exposure levels below 0.080 ppm there
is only a very limited amount of
evidence from clinical studies,
indicating effects in some healthy
individuals at levels as low as 0.060
ppm. The great majority of the evidence
concerning effects below 0.080 ppm is
from epidemiological studies. The
epidemiological studies do not identify
any bright-line threshold level for
effects. At the same time, the
epidemiological studies are not in and
of themselves direct evidence of a
causal link between exposure to O3 and
the occurrence of the effects. The
Administrator considers these studies in
the context of all the other available
evidence in evaluating the degree of
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certainty that O3-related adverse health
effects would occur at various ambient
levels below 0.080 ppm, including the
strong human clinical studies and the
toxicological studies that demonstrate
the biological plausibility and
mechanisms for the effects of O3 on
airway inflammation and increased
airway responsiveness at exposure
levels of 0.080 ppm and above.
Based on consideration of the entire
body of evidence and information
available at this time, as well as the
recommendations of the CASAC, the
Administrator proposed that a standard
within the range of 0.070 to 0.075 ppm
would be requisite to protect public
health with an adequate margin of
safety. As noted at the time of proposal,
a standard level within this range is
estimated to reduce the risk of a variety
of health effects associated with
exposure to O3, including the
respiratory symptoms and lung function
effects demonstrated in clinical studies,
and in emergency department visits,
hospital admissions, and mortality
effects indicated in the epidemiological
studies. All of these effects are
indicative of a much broader array of
O3-related health endpoints, as
represented by the pyramid of effects,
such as school absences and increased
medication use that are plausibly linked
to these observed effects.
The Administrator also considered
the degree of improvements in public
health that potentially could be
achieved by a standard of 0.070 to 0.075
ppm, giving weight to the exposure and
risk assessments as he judged
appropriate. As discussed in the
proposal notice (section II.D.4) in
considering the results of the exposure
assessment, the Administrator primarily
focused on exposures at and above the
0.070 ppm benchmark level as an
important surrogate measure for
potentially more serious health effects
for at-risk groups, including people with
asthma. In so doing, the Administrator
noted that although the analysis of
‘‘exposures of concern’’ was conducted
to estimate exposures at and above three
discrete benchmark levels, the concept
is appropriately viewed as a continuum.
As discussed above, the Administrator
strives to balance concern about the
potential for health effects and their
severity with the increasing uncertainty
associated with our understanding of
the likelihood of such effects at lower
O3 exposure levels. In focusing on this
benchmark, the Administrator noted
that upon just meeting a standard
within the range of 0.070 to 0.075 ppm
based on the 2002 simulation, the
number of school age children likely to
experience exposures at and above this
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benchmark level in aggregate (for the 12
cities in the assessment) was estimated
to be approximately 2 to 4 percent of all
and asthmatic children and generally
less than 10 percent of children even in
cities that receive the least degree of
protection from such a standard in a
recent year with relatively high O3
levels. A standard within the 0.070 to
0.075 ppm range would thus
substantially reduce exposures of
concern by about 90 to 80 percent,
respectively, from those estimated to
occur upon just meeting the current
standard. While placing less weight on
the results of the risk assessment, in
light of the important uncertainties
inherent in the assessment, the
Administrator noted that the results
indicated that a standard set within this
range would likely reduce risks to atrisk groups from the O3-related health
effects considered in the risk
assessment, and by inference across the
much broader array of O3-related health
effects that could only be considered
qualitatively, relative to the level of
protection afforded by the current
standard. This lent support to the
proposed range.
The Administrator judged that a
standard set within the range of 0.070 to
0.075 ppm would provide a degree of
reduction in risk that is important from
a public health perspective and that a
standard within this range would be
requisite to protect public health,
including the health of at-risk groups,
with an adequate margin of safety.
EPA’s evaluation of the body of
scientific evidence and quantitative
estimates of exposures and risks
indicated that substantial reductions in
public health risks would occur
throughout this range. As noted in the
proposal notice, because there is no
bright line clearly directing the choice
of level within this reasonable range, the
choice of what is appropriate,
considering the strengths and
limitations of the evidence, and the
appropriate inference to be drawn from
the evidence and the exposure and risk
assessments is a public health policy
judgment. To further inform this
judgment, EPA sought public comment
on the extent to which the
epidemiological and clinical evidence
provide guidance as to the level of a
standard that would be requisite to
protect public health with an adequate
margin of safety, especially for at-risk
groups.
In considering the available
information, the Administrator also
judged that a standard level below 0.070
ppm would not be appropriate. In
reaching this judgment, the
Administrator noted that there was only
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quite limited evidence from clinical
studies at exposure levels below 0.080
ppm O3. Moreover, the Administrator
recognized that in the body of
epidemiological evidence, many studies
reported positive and statistically
significant associations, while others
reported positive results that were not
statistically significant, and a few did
not report any positive O3-related
associations. In addition, the
Administrator judged that evidence of a
causal relationship between adverse
health outcomes and O3 exposures
became increasingly uncertain at lower
levels of exposure.
The Administrator also considered
the results of the exposure assessments
in reaching his judgment that a standard
level below 0.070 ppm would not be
appropriate. The Administrator noted
that in considering the results from the
exposure assessment, a standard set at
the 0.070 ppm level, with the same form
as the current standard, was estimated
to provide substantial reductions in
exposures of concern (i.e.,
approximately 90 to 92 percent
reductions in the numbers of school age
children and 94 percent reduction in the
total number of occurrences) for both all
and asthmatic school age children
relative to just meeting the current
standard based on a simulation of a
recent year with relatively high O3
levels (2002). Thus, a 0.070 ppm
standard would be expected to provide
protection from the exposures of
concern that the Administrator had
primarily focused on for over 98 percent
of all and asthmatic school age children
even in a year with relatively high O3
levels, increasing to over 99.9 percent of
children in a year with relatively low O3
levels (2004).
In considering the results of the
health risk assessment, as discussed in
the proposal notice (section II.C.2), the
Administrator noted that there were
important uncertainties and
assumptions inherent in the risk
assessment and that this assessment was
most appropriately used to simulate
trends and patterns that could be
expected, as well as providing informed,
but still imprecise, estimates of the
potential magnitude of risks. The
Administrator particularly noted that as
lower standard levels were modeled,
including a standard set at a level below
0.070 ppm, the risk assessment
continued to assume a causal link
between O3 exposures and the
occurrence of the health effects
examined, such that the assessment
continued to indicate reductions in O3related risks upon meeting a lower
standard level. As discussed above,
however, the Administrator recognized
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that evidence of a causal relationship
between adverse health effects and O3
exposures becomes increasingly
uncertain at lower levels of exposure.
Given all of the information available to
him at the time of the proposal, the
Administrator judged that the increasing
uncertainty of the existence and
magnitude of additional public health
protection that standards below 0.070
ppm might provide suggested that such
lower standard levels would likely be
below what is necessary to protect
public health with an adequate margin
of safety.
In addition, the Administrator judged
that a standard level higher than 0.075
ppm would also not be appropriate.
This judgment took into consideration
the information discussed in the
proposal notice (sections II.A and B)
and was based on the strong body of
clinical evidence in healthy people at
exposure levels of 0.080 ppm and above,
the substantial body of clinical and
epidemiological evidence indicating
that people with asthma are likely to
experience larger and more serious
effects than healthy people, the body of
epidemiological evidence indicating
that associations are observed for a wide
range of more serious health effects at
levels below 0.080 ppm, and the
estimates of exposure and risk
remaining upon just meeting a standard
set at 0.080 ppm. The much greater
certainty of the existence and magnitude
of additional public health protection
that such levels would forego provides
the basis for judging that levels above
0.075 ppm would be higher than what
is requisite to protect public health,
including the health of at-risk groups,
with an adequate margin of safety.
For the reasons discussed in more
detail in the proposal notice and
summarized above, the Administrator
proposed to revise the level of the
primary O3 standard to within the range
of 0.070 to 0.075 ppm.
At the time of proposal, the
Administrator recognized that sharply
divergent views on the appropriate level
of this standard had been presented to
EPA as part of the NAAQS review
process, and he solicited comment on a
wide range of standard levels and
alternative approaches to characterizing
and addressing scientific uncertainties.
One such alternative view focused very
strongly on the uncertainties inherent in
the controlled human exposure and
epidemiological studies and
quantitative exposure and health risk
assessments as the basis for concluding
that no change to the current 8-hour O3
standard of 0.084 ppm was warranted.
In sharp contrast, others viewed the
controlled human exposure and
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epidemiological studies as strong and
robust, and generally placed more
weight on the results of the quantitative
exposure and risk assessments and the
unanimous CASAC recommendations as
a basis for concluding that an 8-hour
standard at or below 0.070 ppm was
warranted. As discussed below, the
same sharply divergent views were
generally repeated in comments on the
proposal by the two distinct groups of
commenters identified in II.B.2 above.
b. Comments on Level
i. Health Evidence Considerations
With regard to the evaluation and
consideration of the health effects
evidence and how such information
should be considered in the decision on
the standard level, EPA notes that the
commenters fell into the same two
groups discussed above in section II.B.2.
The two groups often cited the same
studies and evidence, but they reached
sharply divergent conclusions as to
what standard level is supported by the
health effects evidence. The general
views of both groups on the
interpretation and use of the health
effects evidence are presented above in
section II.B.2.a, with most comments
from one group arguing that this
evidence supports a decision to revise
the 8-hour standard to 0.060 ppm or
below, and the other group arguing that
it supports a decision not to revise the
current 8-hour standard.
With regard to the evidence from
controlled human exposure studies,
commenters that included public health
and environmental groups who
supported revising the current standard
expressed the view that the large body
of evidence available at the time of the
last review, demonstrating an array of
adverse health effects (i.e., reduced lung
function, respiratory symptoms,
increased airway responsiveness,
inflammation, and increased
susceptibility to respiratory infection),
at concentrations of 0.080 ppm O3,
indicated that the standard should have
been set at a lower level. These
commenters noted that standards must
be set below the level shown to cause
effects in healthy subjects in order to
protect sensitive populations with an
adequate margin of safety. As discussed
in section II.B.2.a above, these
commenters focused on the results of
the Adams studies (2002, 2006) as
evidence that exposure to 0.060 ppm O3
will result in a significant proportion
(i.e., 7%) of the adult population who
do not have asthma or other lung
diseases experiencing notable lung
function decrements (FEV1 decrement
(≥10%), and furthermore that larger
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decrements in FEV1 would be expected
in more susceptible populations. This
evidence caused these commenters to
reject EPA’s proposed range:
Clearly, EPA’s proposed standard of 0.070
to 0.075 ppm cannot be considered protective
of public health in light of experimental
evidence demonstrating adverse respiratory
effects in healthy individuals exposed to
0.060 ppm, and the legal requirements to
protect sensitive populations with an
adequate margin of safety. [ALA et al., p. 51]
The second group of commenters,
who opposed revision of the standard,
expressed the view that the group mean
changes reported in the Adams studies
(2002, 2006) were small, that such
decrements should not be considered to
be adverse, and that the individuals
who experienced larger responses were
too few to serve as a basis for a revised
O3 standard. This group included
virtually all commenters representing
industry associations and businesses.
These general comments are addressed
above in section II.B.2.a and in more
detail in the Response to Comments
document.
In considering comments received on
controlled human exposure studies, and
how these studies support a focus on
particular standard levels, the
Administrator observes that in general
the comments support his original view
that these studies provide the most
certain evidence of adverse health
effects, and that the large bulk of
evidence derives from studies of
exposures at levels of 0.080 ppm and
above. The Administrator notes that
since the last review important new
evidence includes demonstration of O3induced lung function effects and
respiratory symptoms in some healthy
adults down to the previously observed
exposure level of 0.080 ppm, as well as
very limited new evidence of the same
effects at exposure levels well below the
level of the current standard (Adams,
2002, 2006). EPA disagrees with these
commenters that the percent of subjects
that experienced FEV1 decrements
greater than 10% in this study of 30
subjects can appropriately be
generalized to the U.S. population.
Based on careful consideration of the
comments, the Administrator again
concludes that while the Adams studies
provide evidence that some healthy
individuals will experience lung
function decrements and respiratory
symptoms at the 0.060 ppm exposure
level, this evidence is too limited to
support a primary focus at this level.
Moreover, the Administrator notes that
while the CASAC Panel supported a
level of 0.060 ppm, they also supported
a level above 0.060, indicating that they
disagree with the commenters’ view that
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the results of Adams studies mean that
the level of the standard has to be set
at 0.060 ppm.
With regard to the information from
epidemiological studies, commenters
representing public health,
environmental, and medical
organizations generally asserted that the
large body of new epidemiological
studies provides evidence of causal
associations between O3 exposures and
a wide array of respiratory and
cardiovascular morbidity effects,
including emergency department visits
and hospital admissions. They
expressed the view that a significant
body of strong, consistent evidence
links short-term exposures to premature
mortality and noted that this evidence is
supported by new research that
provides biological plausibility for such
effects. These commenters noted that
various approaches, including air
quality assessments which show that
statistically significant associations
occurred in areas that likely would have
met the current standard, or statistical
approaches that examined subsets of the
data which indicate that statistically
significant associations remain down to
very low ambient O3 levels, show effects
well below the level of the current
standard. Moreover they identified
particular studies, including some
‘‘new’’ studies not considered in the
Criteria Document, that indicated there
are additional sub-populations that are
likely to be sensitive to O3, including
infants, women, and African-Americans,
that should be considered in deciding
the requisite level of protection. They
asserted that this information supports a
standard set at a level no higher than
0.060 ppm O3.
With regard to the information from
epidemiological studies, the second
group of commenters focused strongly
on EPA’s interpretation of the
epidemiological evidence and the
uncertainties they saw in this evidence
as a basis for concluding that no change
to the current level of the 8-hour O3
standard is warranted. In commenting
on the proposed range of levels, these
commenters generally relied on the
same arguments presented above in
section II.B.2.a as to why they believed
it would be inappropriate for EPA to
make any revisions to the primary O3
standard. That is, they asserted that the
health effects of concern associated with
short-term or prolonged exposures to O3
have not changed significantly since
1997; that the inconsistencies and
uncertainties inherent in these studies
as a whole should preclude any reliance
on them as justification for a more
stringent standard; and that ‘‘new’’
science not included in the Criteria
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Document continues to increase
uncertainty about possible health risks
associated with exposure to O3. Specific
methodological issues cited as
additional support for their conclusions
included: adequacy of exposure data;
potential confounding by copollutants;
model selection; inconsistent evidence
relating O3 exposure to mortality, and
‘‘new’’ studies that provide additional
evidence of inconsistencies. These
general comments are addressed above
in section II.B.2.a, and in greater detail
in the Response to Comments
document.
In considering these comments on the
epidemiological evidence with regard to
the interpretation of the epidemiological
evidence and methodological issues, the
Administrator notes that in general,
most of the issues and concerns raised
by those who do not support any
revisions to the primary O3 standard
with regard to the interpretation of the
epidemiological evidence and
methodological issues, are essentially
restatements if issues raised during the
review of the Criteria Document and
Staff Paper. The same is true of the
views of commenters who supported a
level of the standard no higher than
0.060 ppm O3. EPA presented and the
CASAC Panel reviewed the
interpretation of the epidemiological
evidence in the Criteria Document and
the integration of the evidence with
policy considerations in the
development of the policy options
presented in the Staff Paper for
consideration by the Administrator.
CASAC reviewed the scientific content
of both the Criteria Document and Staff
Paper and advised the Administrator
that these documents provided an
appropriate basis for use in regulatory
decision making. Therefore, these
comments do not provide a basis for the
Administrator to reach fundamentally
different conclusions than he reached at
the time of proposal.
Moreover, the Administrator notes
that epidemiological evidence is most
appropriately evaluated in the context
of all available evidence, including
evidence from controlled human
exposure and toxicological studies. In
general, the Administrator agrees with
the weight of evidence approach used in
the Criteria Document and believes that
this body of scientific evidence across
all types of studies is very robust,
recognizing that it includes a large
number of various types of studies that
provide consistent and coherent
evidence of an array of O3-related
respiratory morbidity effects and
possibly cardiovascular-related
morbidity as well as total nonaccidental
and cardiorespiratory mortality. More
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specifically, the Administrator judges
that the body of epidemiological
evidence indicating associations with a
wide range of serious health effects,
including respiratory emergency
department visits and hospital
admissions and premature mortality, at
and below 0.080 ppm supports revising
the current standard to protect public
health. While the great majority of
evidence concerning effects below 0.080
ppm was from epidemiological studies,
the epidemiological studies do not
identify any bright-line threshold level
for effects. At the same time, the
epidemiological studies are not
themselves direct evidence of a causal
link between exposure to O3 and the
occurrence of the effects. Therefore,
Administrator has considered these
studies in the context of all the other
available evidence in evaluating the
degree of certainty that O3-related
adverse health effects would occur at
various ambient levels below 0.080
ppm. In that context, there is only quite
limited evidence from controlled human
exposure studies at exposure levels
below 0.080 ppm O3. The Administrator
recognizes that in the body of
epidemiological evidence, many studies
reported positive and statistically
significant associations, while others
reported positive results that were not
statistically significant, and a few did
not report any positive O3-related
associations. In addition, the
Administrator judged that evidence of a
causal relationship between adverse
health outcomes and O3 exposures
became increasingly uncertain at lower
levels of exposure. Based on this the
Administrator continues to believe that
the body of epidemiological evidence
does not support setting a standard as
low as 0.060 as suggested by some
commenters.
The Administrator also notes the
many epidemiological studies done in
areas that likely would not have met the
current standard but which nonetheless
report statistically significant
associations that generally extend down
to ambient O3 concentrations that were
below the level of the current standard.
Further, there were a few studies that
have examined subsets of data that
include only days with ambient O3
concentrations below the level of the
current standard, or below even much
lower O3 concentrations, and continued
to report statistically significant
associations with respiratory morbidity
outcomes and mortality. In the context
of the strong clinical evidence of
adverse effect in healthy adults at 0.080,
the Administrator finds that the body of
epidemiological evidence does not
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support retaining a standard of 0.080, as
suggested by commenters.
Both groups of commenters also
considered evidence from controlled
human exposure and epidemiological
studies of increased susceptibility in
people with lung disease, especially
people with asthma, but they reached
sharply divergent conclusions about
what standard level is supported by this
evidence. As discussed above in section
II.B.2.a, medical organizations and
public health and environmental groups
agreed with EPA that, based on
evidence from controlled human
exposure and epidemiological studies,
people with asthma, especially children,
are likely to have greater lung function
decrements and respiratory symptoms
in response to O3 exposure than people
who do not have asthma, and are likely
to respond at lower levels. Furthermore,
these commenters noted that
epidemiological studies have identified
other potentially sensitive
subpopulations, including for example,
infants, women and African-Americans,
and that effects in these groups should
be part of the consideration in providing
an adequate margin of safety. These
commenters concluded that the
appropriate level for the primary O3
standard is 0.060 ppm, to provide
protection for members of sensitive
groups, especially people with asthma,
who are likely to have more serious
responses and to respond at lower levels
that healthy people. They also
contended that a standard set at this
level also would provide protection
against anticipated, but as yet unproven
effects in the additional groups cited.
The Administrator agrees with these
commenters that important new
evidence shows that asthmatics have
more serious responses, and are more
likely to respond at lower O3 levels,
than healthy individuals. Moreover, he
agrees that this evidence supports a
standard set at a level below 0.080 ppm
O3, based on the strong evidence from
human clinical studies in healthy adults
at this level. However, for the reasons
described above, he does not agree that
the controlled human exposure and
epidemiological evidence provide
support for a standard set at 0.060 ppm,
for the reasons discussed above.
In contrast, industry association and
business commenters asserted that EPA
is wrong to claim that new evidence
indicates that the current standard does
not provide adequate health public
health protection for people with
asthma. In support of this position,
these commenters made the following
major comments: (1) The lung function
decrements and respiratory symptoms
observed in clinical studies of
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asthmatics are not clinically important;
(2) EPA postulates that asthmatics
would likely experience more serious
responses and responses at lower levels
than the subjects of controlled human
exposure experiments, but that
hypothesis is not supported by scientific
evidence; and, (3) EPA recognized
asthmatics as a sensitive subpopulation
in 1997, and new information does not
suggest greater susceptibility than was
previously believed. EPA has generally
responded to these comments and those
summarized in the paragraph above in
section II.B.2.a above, and in greater
detail in the Response to Comments
document.
After careful consideration of these
comments, the Administrator continues
to judge that there is important new
evidence demonstrating that exposures
to O3 at levels below the level of the
current standard are associated with a
broad array of adverse health effects,
especially in at-risk populations that
include people with asthma or other
lung diseases who are likely to
experience more serious effects from
exposure to O3, as well as children and
older adults with increased
susceptibility, and those who are likely
to be vulnerable as a result of spending
a lot of time outdoors engaged in
physical activity, especially active
children and outdoor workers. The
Administrator notes that this important
new evidence demonstrates O3-induced
lung function effects and respiratory
symptoms in some healthy individuals
down to the previously observed
exposure level of 0.080 ppm, as well as
very limited new evidence at exposure
levels well below the level of the
current standard. In addition, there are
many epidemiological studies done in
areas that likely would not have met the
current standard but which nonetheless
report statistically significant
associations that generally extend down
to ambient O3 concentrations that were
below the level of the current standard.
Further, there were a few studies that
have examined subsets of data that
include only days with ambient O3
concentrations below the level of the
current standard, or below even much
lower O3 concentrations, and continued
to report statistically significant
associations with respiratory morbidity
outcomes and mortality. The
Administrator recognizes that in the
body of epidemiological evidence, many
studies reported positive and
statistically significant associations,
while others reported positive results
that were not statistically significant,
and a few did not report any positive
O3-related associations. In addition, the
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Administrator judged that evidence of a
causal relationship between adverse
health outcomes and O3 exposures
became increasingly uncertain at lower
levels of exposure. This body of
evidence provides a strong basis for the
Administrator’s judgment that the
standard needs to be revised to provide
more protection, and that a revised
standard must be set at a level
appreciably below 0.080 ppm, the level
at which there is considerable evidence
of effects in healthy people. At the same
time, for the reasons discussed above
the Administrator judges that this body
of evidence does not support setting a
standard as low as 0.060, as suggested
by other commenters.
ii. Exposure and Risk Considerations
With regard to considering how the
quantitative exposure and health risk
assessments should factor into a
decision on the standard level, EPA
notes that both groups of commenters
generally consider these assessments in
their comments on the standard level,
but they reach sharply divergent
conclusions as to what standard level is
supported by these assessments. The
general views of both groups on the
implications of the exposure and risk
assessment are presented above in
section II.B.2.b, with one group arguing
that it supports a decision to revise the
8-hour standard to 0.060 ppm or below,
and the other group arguing that it
supports a decision not to revise the
current 8-hour standard.
A joint set of comments from ALA
and several environmental groups
expressed the view that EPA cannot use
exposures of concern to justify a
standard in the range of 0.070 to 0.075
ppm. These commenters contended that
standards in the proposed range would
continue to expose too many asthmatic
children, as well as other at risk groups
such as outdoor workers and preschool
children, to ‘‘demonstrably unhealthy
levels of ozone pollution’’ in only 12
cities which does not represent a
national estimate (ALA et al., p. 106).
These same commenters asserted that if
EPA were to consider exposures of
concern, then the benchmark level must
be defined as 0.060 ppm based on the
considerable evidence of adverse health
effects occurring at this level. As
discussed in section II.B.2.b above, they
also cited various reasons why the
exposure estimates were
underestimated, including: only 12
cities were included in the assessment,
various at risk groups including outdoor
workers and preschool children were
not included in the assessment, and
EPA’s exposure assessment
underestimated exposures since it
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considers average children, not active
children who spend more time outdoors
and repeated exposures also were
underestimated.
In contrast, industry association and
business group commenters expressed
the view that the concept of exposures
of concern should not be considered as
a basis for revising the level of the
standard because it provided no
indication of the probability that
individuals would actually experience
an adverse health effect. These same
commenters also provided various
reasons why the exposure estimates
were overestimated based on specific
methodological choices made by EPA
including, for example, O3
measurements at fixed-site monitors can
be higher than other locations where
individuals are exposed, the exposure
estimates do not account for O3
avoidance behaviors, and the exposure
model overestimates elevated breathing
rates. Finally, these commenters also
contended that the estimates of
exposures of concern associated with
just meeting the current standard, using
the 0.080 ppm benchmark levels, have
not appreciably changed since the prior
review and, thus provide no support for
revising the current standard.
EPA has responded to the criticisms
from both groups of commenters related
to concerns that the exposure estimates
are either underestimated or
overestimated in section II.B.2.b above
and in more detail in the Response to
Comments document. EPA also has
addressed the issues raised by both
groups of commenters concerning the
appropriateness of considering
exposures at and above various
benchmark levels as an element in the
decision on the adequacy of the current
standard in section II.B.2.b.
As discussed in section II.B.2b, the
Administrator believes that it is
appropriate to consider such exposure
estimates in the context of a continuum
rather than focusing on any one discrete
benchmark level, as was done at the
time of proposal, since the
Administrator does not believe that the
underlying evidence is certain enough
to support a focus on any single brightline benchmark level. Thus, the
Administrator believes it is appropriate
to consider a range of benchmark levels
from 0.080 down to 0.060 ppm,
recognizing that exposures at and above
these benchmark levels must be
considered in the context of a
continuum of the potential for health
effects of concern, and their severity,
with increasing uncertainty associated
with the likelihood of such effects at
lower O3 exposure levels.
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The Administrator recognizes that the
0.080 ppm benchmark level represents a
level at which several health outcomes,
including lung inflammation, increased
airway responsiveness, and decreased
resistance to infection have been shown
to occur in healthy adults. The
Administrator places great weight on
the public health significance of
exposures at and above this benchmark
level given the greater certainty that
these adverse health responses are likely
to be observed in a significant fraction
of the at-risk population. With respect to
his decision on the level of the 8-hour
standard, the Administrator notes that
upon just meeting a standard within the
range of 0.070 to 0.075 ppm based on
the 2002 simulation, the number of
school age asthmatic children likely to
experience exposures at and above the
0.080 ppm benchmark level in aggregate
(for the 12 cities in the assessment) is
estimated to range from 0.1 to 0.4
percent of asthmatic school age
children. Based on the 2004 simulation,
the estimates are even lower, with no
asthmatic children estimated to
experience exposures at and above the
0.080 ppm benchmark level. Similar
patterns are observed for all school age
children. Recognizing the uncertainties
inherent in the exposure assessment, the
Administrator concludes that the
exposure assessment suggests that
exposures at and above the 0.080 ppm
level, where several health effects have
been shown to occur in healthy
individuals, are eliminated or nearly
eliminated depending on the modeling
year upon just meeting a standard
within the range of 0.070 to 0.075 ppm.
The Administrator does not agree
with those commenters who would only
consider the single benchmark level of
0.080 ppm. While the Administrator
places less weight on exposures at and
above the 0.070 pm benchmark level,
given the increased uncertainty about
the fraction of the population and
severity of the health responses that
might occur associated with exposures
above this level, he believes that it is
appropriate to consider exposures at
this benchmark as well in judging the
adequacy of the current standard to
protect public health. Consideration of
the 0.070 ppm benchmark level
recognizes that the effects observed at
0.080 ppm were in healthy adult
subjects and sensitive population
groups, such as asthmatics, are expected
to respond at lower O3 levels than
healthy individuals. The Administrator
notes that upon just meeting a standard
within the range of 0.070 to 0.075 ppm
based on the 2002 simulation, the
number of asthmatic school age children
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likely to experience exposures at and
above the 0.070 ppm benchmark level in
aggregate (for the 12 cities in the
assessment) is estimated to range from
about 2 to 5 percent of asthmatic school
age children. Based on the 2004
simulation, the estimates are
substantially lower, with 0 to 0.6
percent of asthmatic children estimated
to experience exposures at and above
the 0.070 ppm benchmark level upon
just meeting a standard within the range
of 0.070 to 0.075 ppm.
Finally, the Administrator has
considered but places very little weight
on the benchmark level of 0.060 ppm
given the very limited scientific
evidence supporting a conclusion that
O3 is causally related to various health
outcomes at this exposure level.
Nevertheless, the Administrator
observes that there is a similar pattern
of reductions in exposures of concern
for all and asthmatic school age children
at this benchmark level as well when
comparing the 0.070 ppm and 0.075
ppm 8-hour standards.
Given the degree of uncertainty
associated with the exposure assessment
discussed in the Staff Paper and
uncertainty assessment (Langstaff,
2007), the Administrator judges that for
each specific benchmark level examined
there is not an appreciable difference,
from a public health perspective, in the
estimates of exposures associated with
air quality just meeting an 8-hour
standard at 0.075 ppm versus an 8-hour
standard set at 0.070 ppm. For example,
given the uncertainty in the exposure
estimates, the difference between an
estimate of 2 percent and 5 percent of
asthmatic children for the exposure
benchmark of 0.070 is not an
appreciable difference from a public
health perspective. While directionally
there are likely to be fewer exposures at
and above this benchmark for a standard
of 0.070 than a standard of 0.075 ppm,
given the uncertainty in the exposure
assessment it is not at all clear that the
actual difference is large enough to
present a public health concern.
With regard to considering how the
quantitative risk assessment should
factor into a decision on the standard
level, as noted above both groups of
commenters generally considered the
risk assessment in their comments on
the standard level, but they reached
sharply divergent conclusions as to
what standard level is supported by the
risk assessment. More specifically, the
environmental, public health, and most
medical organizations, and some State
and regional air pollution agencies (e.g.,
California, NESCAUM) contended that
EPA’s proposed range of 0.070 to 0.075
ppm would result in significant residual
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public health risks. As articulated most
fully in the joint set of comments from
ALA and several environmental
organizations, these commenters
expressed the view that EPA’s risk
assessment clearly demonstrates that a
more stringent 8-hour O3 standard of
0.065 ppm, the most stringent standard
analyzed by EPA, would significantly
decrease O3-related lung function
decrements, respiratory symptoms,
hospital admissions, and mortality and
that ‘‘EPA must adopt a more stringent
ozone standard of 0.060 ppm or below—
a level that incorporates a more
adequate margin of safety’’ (ALA et al.,
p. 108). These same commenters also
cited various reasons for asserting that
the risk assessment likely
underestimates health risks to a
substantial degree, including the limited
nature of the assessment with respect to
number of cities, populations covered,
and health endpoints analyzed. EPA has
responded to the comments concerning
the scope of the risk assessment and
assertion that health risks are likely
underestimated both in section II.B.2.b
above and in more detail in the
Response to Comments document. The
Administrator’s reasoning and
conclusions regarding the weight he
places on the health risk assessment in
reaching a judgment about the
appropriate level for the primary
standard are discussed below in section
II.C.4.c.
In contrast, industry association and
business group commenters who
supported not revising the level of the
current 8-hour standard generally
asserted the following points: (1) That
risk estimates have not changed
significantly since the prior review in
1997; (2) that uncertainties and
limitations underlying the risk
assessment make it too speculative to be
used in supporting a decision to revise
the standard; (3) that EPA should have
defined PRB differently and that EPA
underestimated PRB levels, which
results in health risk reductions
associated with more stringent
standards being overestimated; and (4)
that health risks are overestimated based
on specific methodological choices
made by EPA including, for example,
selection of inappropriate effect
estimates from health effect studies,
EPA’s approach to addressing the shape
of exposure-response relationships, and
whether or not to incorporate thresholds
into its models for the various health
effects analyzed. EPA has responded to
these comments both in section II.B.2.b
above and in more detail in the
Response to Comments document.
In summary, the Administrator
concludes that the exposure assessment
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suggests that exposures at and above the
0.080 ppm benchmark level, where
several health effects have been shown
to occur in healthy individuals, are
essentially eliminated for standards in
the range of 0.070 to 0.075 ppm. He also
concludes that at the 0.070 ppm
benchmark level, the exposures are
substantially reduced and eliminated for
the vast majority of people in at-risk
groups, and that the very low estimates
of such exposures are not appreciably
different, from a public health
perspective, between those exposures
associated with just meeting a standard
set at 0.070 ppm or 0.075 ppm. Further,
the Administrator places relatively little
weight on the exposures using the 0.060
ppm benchmark level given the very
limited scientific evidence supporting a
conclusion that O3 is causally related to
health outcomes at this exposure level.
Considering the uncertainties associated
with the exposure assessment, the
Administrator concludes that the
exposure estimates associated with each
of the benchmark levels are not
appreciably different, between a 0.070
or 0.075 ppm standard, and therefore,
the exposure assessment does not
provide a basis for choosing a level
within the proposed range.
While the Administrator places less
weight on the results of the risk
assessment, he notes that the results
indicate that a standard set within the
proposed range would likely reduce
risks to at-risk groups from the O3related health effects considered in the
assessment, and by inference across the
much broader array of O3-related health
effects that can only be considered
qualitatively, relative to the level of
protection afforded by the current
standard. Moreover, he notes that the
results of the assessment suggest a
gradual reduction in risks with no clear
breakpoint as increasingly lower
standard levels are considered. In light
of this continuum and the important
uncertainties inherent in the assessment
discussed above and in the proposal, the
Administrator concludes that the risk
assessment does not provide a basis for
choosing a level within the proposed
range.
c. Conclusions on Level
Having carefully considered the
public comments on the appropriate
level of the O3 standard, as discussed
above, the Administrator believes the
fundamental scientific conclusions on
the effects of O3 reached in the Criteria
Document and Staff Paper, briefly
summarized above in section II.A.2 and
discussed more fully in section II.A of
the proposal, remain valid. In
considering the level at which the
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primary O3 standard should be set, the
Administrator continues to place
primary consideration on the body of
scientific evidence available in this
review on the health effects associated
with O3 exposure, as summarized above
in section II.C.4.a, while viewing the
results of exposure and risk assessment,
discussed above in section II.C.4.b, as
providing information in support of his
decision. In considering the available
scientific evidence he judges that, as at
the proposal, a focus on the proposed
range of 0.070 to 0.075 ppm is
appropriate in light of the large body of
controlled human exposure and
epidemiological and other scientific
evidence. As discussed above, this body
of evidence does not support retaining
the current standard, as suggested by
some commenters. Nor does it support
setting a level just below 0.080 ppm
because, based on the entire body of
evidence, such a level would not
provide a significant increase in
protection compared to the current
standard. Further, such a level would
not be appreciably below the level in
controlled human exposure studies at
which adverse effects have been
demonstrated (i.e., 0.080 ppm). This
body of evidence also does not support
setting a level of 0.060 ppm or below,
as suggested by other commenters. The
Administrator has also evaluated the
information from the exposure
assessment and the risk assessment, and
judges that this evidence does not
provide a clear enough basis for
choosing a specific level within the
range of 0.075 to 0.070 ppm. In making
a final judgment about the level of the
O3 standard, the Administrator notes
that the level of 0.075 ppm is above the
range recommended by the CASAC (i.e.,
0.070 to 0.060 ppm). Placing great
weight on the views of CASAC, the
Administrator has carefully considered
its stated views and the scientific basis
and policy views for the range it
recommended. In so doing, the
Administrator notes that he fully agrees
that the scientific evidence supports the
conclusion that the current standard is
not adequate and must be revised.
With respect to CASAC’s
recommended range of standard levels,
the Administrator observes that the
basis for its recommendation appears to
be a mixture of scientific and policy
considerations. The Administrator notes
that he is in general agreement with
CASAC’s views concerning the
interpretation of the scientific evidence.
The Administrator also notes that there
is no bright line clearly directing the
choice of level, and the choice of what
is appropriate is clearly a public health
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policy judgment entrusted to the
Administrator. This judgment must
include consideration of the strengths
and limitations of the evidence and the
appropriate inferences to be drawn from
the evidence and the exposure and risk
assessments. In reviewing the basis for
the CASAC Panel’s recommendations
for the range of the O3 standard, the
Administrator observes that he reaches
a different policy judgment than the
CASAC Panel based on apparently
placing different weight in two areas:
the role of the evidence from the Adams
studies and the relative weight placed
on the results from the exposure and
risk assessments. While he found the
evidence reporting effects at the 0.060
ppm level from the Adams studies to be
too limited to support a primary focus
at this level, the Administrator observes
that the CASAC Panel appears to place
greater weight on this evidence, as
indicated by its recommendation of a
range down to 0.060 ppm. The
Administrator also observes that while
the CASAC Panel supported a level of
0.060 ppm, they also supported a level
above 0.060, indicating that they do not
believe that the results of Adams studies
mean that the level of the standard has
to be set at 0.060 ppm. The
Administrator also observes that the
CASAC Panel appeared to place greater
weight on the results of the risk
assessment as a basis for its
recommended range. In referring to the
results of the risk assessment results for
lung function, respiratory symptoms,
hospital admissions and mortality, the
CASAC Panel concluded that:
‘‘beneficial effects in terms of reduction
of adverse health effects were calculated
to occur at the lowest concentration
considered (i.e., 0.064 ppm)’’
(Henderson, 2006c, p. 4). However, the
Administrator more heavily weighs the
implications of the uncertainties
associated with the Agency’s
quantitative human exposure and health
risk assessments, as discussed above in
section II.A.3. Given these uncertainties,
the Administrator does not agree that
these assessment results appropriately
serve as a primary basis for concluding
that levels at or below 0.070 ppm are
required for the 8-hour O3 standard.
After carefully taking the above
comments and considerations into
account, and fully considering the
scientific and policy views of the
CASAC, the Administrator has decided
to revise the level of the primary 8-hour
O3 standard to 0.075 ppm. In the
Administrator’s judgment, based on the
currently available evidence, a standard
set at this level would be requisite to
protect public health with an adequate
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margin of safety, including the health of
sensitive subpopulations, from serious
health effects including respiratory
morbidity, that is judged to be causally
associated with short-term and
prolonged exposures to O3, and
premature mortality. A standard set at
this level provides a significant increase
in protection compared to the current
standard, and is appreciably below
0.080 ppm, the level in controlled
human exposure studies at which
adverse effects have been demonstrated.
At a level of 0.075, exposures at and
above the benchmark of 0.080 ppm are
essentially eliminated, and exposures at
and above the benchmark of 0.070 are
substantially reduced or eliminated for
the vast majority of people in at-risk
groups. A standard set at a level lower
than 0.075 would only result in
significant further public health
protection if, in fact, there is a
continuum of health risks in areas with
8-hour average O3 concentrations that
are well below the concentrations
observed in the key controlled human
exposure studies and if the reported
associations observed in
epidemiological studies are, in fact,
causally related to O3 at those lower
levels. Based on the available evidence,
the Administrator is not prepared to
make these assumptions. Taking into
account the uncertainties that remain in
interpreting the evidence from available
controlled human exposure and
epidemiological studies at very low
levels, the Adminisitrator notes that the
likelihood of obtaining benefits to
public health with a standard set below
0.075 ppm O3 decreases, while the
likelihood of requiring reductions in
ambient concentrations that go beyond
those that are needed to protect public
health increases. The Administrator
judges that the appropriate balance to be
drawn, based on the entire body of
evidence and information available in
this review, is a standard set at 0.075.
The Administrator believes that a
standard set at 0.075 ppm would be
sufficient to protect public health with
an adequate margin of safety, and does
not believe that a lower standard is
needed to provide this degree of
protection. This judgment by the
Administrator appropriately considers
the requirement for a standard that is
neither more nor less stringent than
necessary for this purpose and
recognizes that the CAA does not
require that primary standards be set at
a zero-risk level, but rather at a level
that reduces risk sufficiently so as to
protect public health with an adequate
margin of safety.
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D. Final Decision on the Primary O3
Standard
For the reasons discussed above, and
taking into account information and
assessments presented in the Criteria
Document and Staff Paper, the advice
and recommendations of the CASAC
Panel, and the public comments to date,
the Administrator has decided to revise
the existing 8-hour primary O3 standard.
Specifically, the Administrator is
revising (1) the level of the primary O3
standard to 0.075 ppm and (2) the
degree of precision to which the level of
the standard is specified to the
thousandth ppm. The revised 8-hour
primary standard, with a level of 0.075
ppm, would be met at an ambient air
monitoring site when the 3-year average
of the annual fourth-highest daily
maximum 8-hour average O3
concentration is less than or equal to
0.075 ppm. Data handling conventions
are specified in the new Appendix P
that is adopted, as discussed in section
V below.
At this time, EPA is also promulgating
revisions to the Air Quality Index for O3
to be consistent with the revisions to the
primary O3 standard. These revisions
are discussed below in section III. Issues
related to the monitoring requirements
for the revised O3 primary standard are
discussed below in section VI.
III. Communication of Public Health
Information
Information on the public health
implications of ambient concentrations
of criteria pollutants is currently made
available primarily through EPA’s Air
Quality Index (AQI) program (40 CFR
58.50). The current Air Quality Index
has been in use since its inception in
1999 (64 FR 42530). It provides
accurate, timely, and easily
understandable information about daily
levels of pollution. The AQI establishes
a nationally uniform system of indexing
pollution levels for O3, CO, NO2, PM
and SO2. The AQI converts pollutant
concentrations in a community’s air to
a number on a scale from 0 to 500.
Reported AQI values enable the public
to know whether air pollution levels in
a particular location are characterized as
good (0–50), moderate (51–100),
unhealthy for sensitive groups (101–
150), unhealthy (151–200), very
unhealthy (201–300), or hazardous
(301–500). The AQI index value of 100
typically corresponds to the level of the
short-term NAAQS for each pollutant.
For the 1997 O3 NAAQS, an 8-hour
average concentration of 0.084 ppm
corresponds to an AQI value of 100. An
AQI value greater than 100 means that
a pollutant is in one of the unhealthy
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categories (i.e., unhealthy for sensitive
groups, unhealthy, very unhealthy, or
hazardous) on a given day; an AQI value
at or below 100 means that a pollutant
concentration is in one of the
satisfactory categories (i.e., good or
moderate). Decisions about the pollutant
concentrations at which to set the
various AQI breakpoints, that delineate
the various AQI categories, draw
directly from the underlying health
information that supports the NAAQS
review.
The Agency recognized the
importance of revising the AQI in a
timely manner to be consistent with any
revisions to the NAAQS. Therefore, EPA
proposed to finalize conforming changes
to the AQI, in connection with the
Agency’s final decision on the O3
NAAQS if revisions to the primary
standard were promulgated. These
conforming changes would include
setting the 100 level of the AQI at the
same level as the revised primary O3
NAAQS, and also making proportional
adjustments to AQI breakpoints at the
lower end of the range (i.e., AQI values
of 50, 150 and 200). EPA did not
propose to change breakpoints at the
higher end of the range (from 301 to
500), which would apply to State
contingency plans or the Significant
Harm Level (40 CFR 51.16), because the
information from this review does not
inform decisions about breakpoints at
those higher levels.
EPA received relatively few
comments on the proposed changes to
the AQI. Three major issues came up in
the comments, including: (1) Whether
the AQI should be revised at all, even
if the primary standard is revised; (2)
whether the AQI should be revised in
conjunction with this rulemaking, or in
a separate rulemaking; and, (3) whether
an AQI value of 100 should be set equal
to or lower than the level of the shortterm primary O3 standard, and the other
breakpoints adjusted accordingly.
UARG asserted that EPA should not
revise the AQI at all, even if EPA does
revise the primary O3 standard. In
support of this view, UARG noted that
there is no requirement for EPA to set
an AQI value of 100 equal to the level
of the short-term standard, and cited the
1999 decision to set an AQI value of 100
for PM2.5 equal to 40 µg/m3, when the
level of the short-term standard was
then 65 µg/m3. UARG also expressed the
view that lowering the ambient
concentrations associated with different
AQI values would confuse and mislead
the public about actual trends in air
quality, which UARG asserted are
improving. ALA and other
environmental groups in a joint set of
comments did not support revising the
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AQI in conjunction with this
rulemaking. ALA et al. expressed the
view that since EPA did not propose
specific breakpoints in its proposed
revisions to the AQI, EPA should
conduct a separate rulemaking,
specifying the proposed breakpoints to
allow the public an opportunity to
comment on them. Several State
agencies, including agencies from
Pennsylvania, Wisconsin and
Oklahoma, and State organizations,
including NACAA and NESCAUM,
supported revising the AQI at the same
time that the standard is revised.
NACAA expressed the view that: ‘‘The
effectiveness of the AQI as a public
health tool will be undermined if EPA
undertakes regulatory changes to the
ozone NAAQS without simultaneously
revising the AQI.’’ (NACAA, p. 5) The
Wisconsin Department of Natural
Resources (WI DNR) further noted that:
‘‘* * * when the 24-hour PM2.5 standard
was revised, EPA missed an opportunity to
adopt conforming changes to the AQI. The
Administrator signed the Federal Register
notice promulgating a revised fine-particle
standard in September 2006, but EPA still
has not changed the AQI to reflect the revised
standard. We recommend that the AQI be
amended to be consistent with the revised
ozone and PM2.5 standards.’’ [WI DNR, p. 3]
Finally, ALA et al. and NESCAUM
expressed the view that an AQI value of
100 should be set at an ambient
concentration below the range for the
proposed primary standard. These
commenters cited the health evidence
showing adverse health effects below
the proposed range of the standard, the
recommended range of CASAC, and also
cited the 1999 decision to set an AQI
value of 100 for PM2.5 equal to 40 µg/
m3 when the level of the short-term
standard was 65 µg/m3, as support for
this view. Most other State commenters
supported setting an AQI value of 100
equal to the level of the primary O3
standard.
Recognizing the importance of the
AQI as a communication tool that
allows the public to take exposure
reduction measures when air quality
may pose health risks, EPA agrees with
State agencies and organizations that
favored revising the AQI at the same
time as the primary standard. EPA
agrees with State agency commenters
that its historical approach of setting an
AQI value of 100 equal to the level of
the revised primary standard is
appropriate, both from a public health
and a communication perspective.
Both UARG and ALA et al. cite the
1999 AQI rulemaking, which set an AQI
value of 100 for PM2.5 equal to 40 µg/
m3, a lower level than the level of the
short-term PM2.5 standard, as support
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for their view that an AQI value of 100
does not need to be set at the level of
the revised O3 standard. However, the
sub-index for PM2.5 was developed
using an approach that was
conceptually consistent with past
practice for selecting the air quality
concentrations associated with the AQI
breakpoints. The Agency’s historical
approach to selecting index breakpoints
had been to simply set the AQI value of
100 at the level of the short-term
standard (e.g., 24 hours) for a pollutant.
This method of structuring the index is
appropriate in the case where a shortterm standard is set to protect against
the health effects associated with shortterm exposures and/or an annual
standard is set to protect against health
effects associated with long-term
exposures. In such cases, the short-term
standard in effect defines a level of
health protection provided against
short-term risks and thus can be a useful
benchmark against which to compare
daily air quality concentrations.
In the case of the 1997 PM2.5
standards, EPA took a different
approach to protecting against the
health risks associated with short-term
exposures. The intended level of
protection against short-term risk was
not defined by the 24-hour standard (set
at a level of 65 µg/m3) but by the
combination of the 24-hour and the
annual standards working in concert. In
fact, the annual standard (set at a level
of 15 µg/m3) was intended to serve as
the principal vehicle for protecting
against both long-term and short-term
PM2.5 exposures by lowering the entire
day-by-day distribution of PM2.5
concentrations in an area throughout the
year. See generally 62 FR at 38668–70
(July 18, 1997). Because the 24-hour
standard served to provide additional
protection against very high short-term
concentrations, localized ‘‘hotspots,’’ or
risks arising from seasonal emissions
that would not be well-controlled by a
national annual standard, EPA
consequently concluded that it would
be appropriate to caution members of
sensitive groups exposed to
concentrations below the level of the 24hour standard. EPA also concluded that
it would be inappropriate to compare
daily air quality concentrations directly
with the level of the annual standard by
setting an AQI value of 100 at that level.
EPA wanted to set the AQI value of 100
to reflect the general level of health
protection against short-term risks
offered by the annual and 24-hour
standards combined, consistent with the
underlying logic of the historical
approach to establishing AQI 100 levels.
Therefore EPA set the AQI value of 100
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at the midpoint of the range between the
annual and the 24-hour PM2.5 standards
(i.e., 40 µg/m3) in order to reflect the
combined role of the 24-hour and the
annual PM2.5 standards in protecting
against short-term risks. Therefore, this
approach for defining an AQI value of
100 is conceptually consistent with the
proposed decision to set an AQI value
of 100 equal to the level of the primary
O3 standard.
Therefore, EPA is revising the AQI for
O3 by setting an AQI value of 100 equal
to 0.075 ppm, 8-hour average, the level
of the revised primary O3 standard. EPA
is also revising the following
breakpoints: An AQI value of 50 is set
at 0.059 ppm, an AQI value of 150 is set
at 0.095 ppm, and an AQI value of 200
is set at 0.115 ppm. All these levels are
averaged over 8 hours. As indicated in
the proposal, these levels were
developed by making proportional
adjustments to the other AQI
breakpoints (i.e., AQI values of 50, 150
and 200). The proportional adjustments
were modified slightly to allow for each
category to span at least a 0.015 ppm
range to allow for more accurate
forecasting. So, for example, simply
making a proportional adjustment to the
level of an AQI value of 150 (0.104 ppm)
would result in a level of about 0.092
ppm. Since most of these ranges are
rounded to the nearest 5 thousandths of
a ppm, that rounding would have
resulted in a 0.014 ppm range (i.e.,
0.076 to 0.090 ppm). So, the number
was rounded upward to the nearest 5
thousandths of a ppm, to allow for at
least a 0.015 ppm range for forecasting.
The same principle applies to the
calculation of an AQI value for 200
(0.115 ppm). EPA believes that the
finalized breakpoints provide a balance
between proportional adjustments to
reflect the revised O3 standard and
providing category ranges that are large
enough to be forecasted accurately, so
that the new AQI for O3 can be
implemented more easily in the public
forum for which the AQI ultimately
exists.
IV. Rationale for Final Decision on
Secondary O3 Standard
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A. Introduction
1. Overview
This section presents the rationale for
the Administrator’s final decisions
regarding the need to revise the current
secondary O3 NAAQS, and the
appropriate revisions to the standard.
As discussed more fully below, the
rationale for the final decisions on
appropriate revisions to the secondary
O3 NAAQS is based on a thorough
review of the latest scientific
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information on vegetation effects
associated with exposure to ambient
levels of O3, as assessed in the Criteria
Document. This rationale also takes into
account: (1) Staff assessments of the
most policy-relevant information in the
Criteria Document regarding the
evidence of adverse effects of O3 to
vegetation and ecosystems, information
on biologically-relevant exposure
metrics, and staff analyses of air quality,
vegetation exposure and risks, presented
in the Staff Paper and described in
greater detail in the associated
Technical Report on Ozone Exposure,
Risk, and Impact Assessments for
Vegetation (Abt, 2007), upon which staff
recommendations for revisions to the
secondary O3 standard were based; (2)
CASAC Panel advice and
recommendations as reflected in
discussion of drafts of the Criteria
Document and Staff Paper at public
meetings, in separate written comments,
and in CASAC’s letters to the
Administrator (Henderson, 2006a, b, c;
2007); (3) public comments received
during development of these documents
either in conjunction with CASAC
meetings or separately and on the
proposal notice; (4) consideration of the
degree of protection to vegetation
potentially afforded by the revised 8hour primary standard; and (5) the
limits of the available evidence.
In developing this rationale, EPA has
again focused on direct O3 effects on
vegetation, specifically drawing upon an
integrative synthesis of the entire body
of evidence, published through early
2006, on the broad array of vegetation
effects associated with exposure to
ambient levels of O3 (EPA, 2006a,
chapter 9). In addition, because O3 can
also indirectly affect other ecosystem
components such as soils, water, and
wildlife, and their associated ecosystem
goods and services, through its effects
on vegetation, a qualitative discussion
of these other indirect impacts is also
included, though these effects are not
quantifiable at this time. As was
concluded in the 1997 review, and
based on the body of scientific literature
assessed in the current Criteria
Document, the Administrator believes
that it is reasonable to conclude that a
secondary standard protecting the
public welfare from known or
anticipated adverse effects to trees,
native vegetation and crops would also
afford increased protection from adverse
effects to other environmental
components relevant to the public
welfare, including ecosystem services
and function. The peer-reviewed
literature includes studies conducted in
the U.S., Canada, Europe, and many
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other countries around the world. In its
assessment of the evidence judged to be
most relevant to making decisions on
the level of the O3 secondary standard,
however, EPA has placed greater weight
on U.S. studies, due to the often
species-, site- and climate-specific
nature of O3-related vegetation response.
As with virtually any policy-relevant
vegetation effects research, there is
uncertainty in the characterization of
vegetation effects attributable to
exposure to ambient O3. As discussed
below, however, research conducted
since the last review provides important
information coming from field-based
exposure studies, including free air,
gradient and biomonitoring surveys, in
addition to the more traditional
controlled open top chamber (OTC)
studies. Moreover, the newly available
studies evaluated in the Criteria
Document have undergone intensive
scrutiny through multiple layers of peer
review and many opportunities for
public review and comment. While
important uncertainties remain, the
review of the vegetation effects
information has been extensive and
deliberate. In the judgment of the
Administrator, the intensive evaluation
of the scientific evidence that has
occurred in this review has provided an
adequate basis for regulatory decisionmaking at this time. This review also
provides important input to EPA’s
research plan for improving our future
understanding of the effects of ambient
O3 at lower levels.
Information related to vegetation and
ecosystem effects, biologically relevant
exposure indices, and quantitative
vegetation exposure and risk
assessments were summarized in
sections IV.A through IV.C of the
proposal (72 FR at 37883–37895),
respectively, and are only briefly
outlined below in sections IV.A.2
through IV.A.4. Subsequent sections of
this preamble provide a more complete
discussion of the Administrator’s
rationale, in light of key issues raised in
public comments, for concluding that
the current standard is not requisite to
protect public welfare from known or
anticipated adverse effects, and it is
appropriate to revise the current
secondary O3 standard to provide
additional public welfare protection
(section IV.B) by making the secondary
standard identical to the revised
primary standard (section IV.C). A
summary of the final decisions on
revisions to the secondary O3 standard
is presented in section IV.D.
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2. Overview of Vegetation Effects
Evidence
This section outlines the information
presented in section IV.A of the
proposal on known or potential effects
on public welfare which may be
expected from the presence of O3 in
ambient air. Exposures to O3 have been
associated quantitatively and
qualitatively with a wide range of
vegetation effects. The decision in the
last review to set a more protective
secondary standard primarily reflected
consideration of the quantitative
information on vegetation effects
available at that time, particularly
growth impairment (e.g., biomass loss)
in sensitive forest tree species during
the seedling growth stage and yield loss
in important commercial crops. This
information, derived mainly using the
OTC exposure method, found
cumulative, seasonal O3 exposures were
most strongly associated with observed
vegetation response. The Criteria
Document prepared for this review
discussed a number of additional
studies that support and strengthen key
conclusions regarding O3 effects on
vegetation and ecosystems found in the
previous Criteria Document (EPA,
1996a, 2006a), including further
clarification of the underlying
mechanistic and physiological processes
at the subcellular, cellular, and whole
system levels within the plant. More
importantly, however, in the context of
this review, new quantitative
information is now available across a
broader array of vegetation effects (e.g.,
growth impairment during seedlings,
saplings and mature tree growth stages,
visible foliar injury, and yield loss in
annual crops) and across a more diverse
set of exposure methods, including
chamber, free air, gradient, model, and
field-based observation. These nonchambered, field-based study results
begin to address one of the key data
gaps cited by the Administrator in the
last review.
Section IV.A of the proposal provides
a detailed summary of key information
contained in the Criteria Document
(EPA, 2006, chapter 9) and in the Staff
Paper (EPA, 2007, chapter 7) on known
or potential effects on public welfare
which may be expected from the
presence of O3 in ambient air (72 FR
37883–37890). The information in that
section summarized:
(1) New information available on
potential mechanisms for vegetation
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effects associated with exposure to O3,
including information on plant uptake
of O3, cellular to systemic responses,
compensation and detoxification
responses, changes to plant metabolism,
and plant responses to chronic O3
exposures;
(2) The nature of effects on vegetation
that have been associated with exposure
to O3 including effects related to
carbohydrate production and allocation,
growth effects on trees and yield
reductions in crops, visible foliar injury,
and reduced plant vigor, as well as
consequent potential impacts on
ecosystems including potential
alteration of ecosystem structure and
function and effects on ecosystem
services and carbon sequestration; and
(3) Considerations in characterizing
what constitutes an adverse welfare
impact of O3, including an approach
that expands the consideration of
adversity beyond the species level by
making explicit the linkages between
stress-related effects such as O3
exposure at the species level and at
higher levels within an ecosystem
hierarchy.
3. Overview of Biologically Relevant
Exposure Indices
This section outlines the information
presented in section IV.B of the
proposal on biologically relevant
exposure indices that relate known or
potential effects on vegetation to
exposure to O3 in ambient air. The
Criteria Document concluded that O3
exposure indices that cumulate
differentially weighted hourly
concentrations are the best candidates
for relating exposure to plant growth
responses (EPA, 2006a). This conclusion
followed from the extensive evaluation
of the relevant studies in the 1996
Criteria Document (EPA, 1996a) and the
recent evaluation of studies that have
been published since that time (EPA,
2006a). The depth and strength of these
conclusions are illustrated by the
following observations that are drawn
from the 1996 Criteria Document (EPA,
1996a, section 5.5):
(1) Specifically, with respect to the
importance of taking into account
exposure duration, ‘‘when O3 effects are
the primary cause of variation in plant
response, plants from replicate studies
of varying duration showed greater
reductions in yield or growth when
exposed for the longer duration’’ and
‘‘the mean exposure index of
unspecified duration could not account
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for the year-to-year variation in
response’’ (EPA, 1996a, pg. 5–96).
(2) ‘‘[B]ecause the mean exposure
index treats all concentrations equally
and does not specifically include an
exposure duration component, the use
of a mean exposure index for
characterizing plant exposures appears
inappropriate for relating exposure with
vegetation effects’’ (EPA, 1996a, pg. 5–
88).
(3) Regarding the relative importance
of higher concentrations than lower in
determining plant response, ‘‘the
ultimate impact of long-term exposures
to O3 on crops and seedling biomass
response depends on the integration of
repeated peak concentrations during the
growth of the plant’’ (EPA, 1996a, pg. 5–
104).
(4) ‘‘[A]t this time, exposure indices
that weight the hourly O3
concentrations differentially appear to
be the best candidates for relating
exposure with predicted plant
response’’ (EPA, 1996a, pgs. 5–136).
At the conclusion of the last review,
the biological basis for a cumulative,
seasonal form was not in dispute. There
was general agreement between the EPA
staff, CASAC, and the Administrator,
based on their review of the air quality
criteria, that a cumulative, seasonal
form was more biologically relevant
than the previous 1-hour and new 8hour average forms (61 FR 65716).
The Staff Paper prepared for this
review evaluated the most appropriate
choice of a cumulative, seasonal form
for a secondary standard to protect the
public welfare from known and
anticipated adverse vegetation effects in
light of the new information available in
this review. Specifically, the Staff Paper
considered: (1) The continued lack of
evidence within the vegetation effects
literature of a biological threshold for
vegetation exposures of concern and (2)
new estimates of PRB that are lower
than in the last review. The form
commonly called W126 was evaluated
in the last review and was compared
with the form called SUM06, which
incorporates a threshold level above
which exposures are summed, that was
proposed in the last review. The
concentration-weighted form commonly
called W126 is defined as the sum of
sigmoidally weighted hourly O3
concentrations over a specified period,
where the daily sigmoidal weighting
function is defined in the Staff Paper
(EPA, 2007a, p. 7–16.) as:
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i < 8 PM
∑
i = 8 AM
w Ci Ci , where Ci = hourly O3 at hour i, and w Ci =
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Regarding the first consideration, the
Staff Paper noted that the W126 form,
by its incorporation of a continuous
sigmoidal weighting scheme, does not
create an artificially imposed
concentration threshold, yet also gives
proportionally more weight to the
higher and typically more biologically
potent concentrations, as supported by
the scientific evidence. Second, the
index value is not significantly
influenced by O3 concentrations within
the range of estimated PRB, as the
weights assigned to concentrations in
this range are very small. Thus, the Staff
Paper concluded that it would provide
a more appropriate target for air quality
management programs designed to
reduce emissions from anthropogenic
sources contributing to O3 formation.
On the basis of these considerations, the
Staff Paper and the CASAC Panel
concluded that the W126 form is the
most biologically-relevant cumulative,
seasonal form appropriate to consider in
the context of the secondary standard
review.
4. Overview of Vegetation Exposure and
Risk Assessments
This section outlines the information
presented in section IV.C of the
proposal on the vegetation exposure and
risk assessments conducted for this
review, which improved and built upon
similar analyses performed in the last
review. The vegetation exposure
assessment was performed using
interpolation and included information
from ambient monitoring networks and
results from air quality modeling. The
vegetation risk assessment included
both tree and crop analyses. The tree
risk analysis included three distinct
lines of evidence: (1) Observations of
visible foliar injury in the field linked
to recent monitored O3 air quality for
the years 2001–2004; (2) estimates of
seedling growth loss under current and
alternative O3 exposure conditions; and
(3) simulated mature tree growth
reductions using the TREGRO model to
simulate the effect of meeting
alternative air quality standards on the
predicted annual growth of a single
western species (ponderosa pine) and
two eastern species (red maple and tulip
poplar). The crop analysis includes
estimates of the risks to crop yields from
current and alternative O3 exposure
conditions and the associated change in
economic benefits expected to accrue in
the agriculture sector upon meeting the
levels of various alternative standards.
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Each element of the assessment is
outlined below, together with key
observations from this assessment.
a. Exposure Characterization
The exposure analyses examined O3
air quality patterns in the U.S. relative
to the location of O3 sensitive species
that have a known concentrationresponse in order to predict whether
adverse effects are occurring at current
levels of air quality, and whether they
are likely to occur under alternative
standard forms and levels. The most
important information about exposure
to vegetation comes from the O3
monitoring data that are available from
two national networks: (1) Air Quality
System (AQS; https://www.epa.gov/ttn/
airs/airsaqs) and (2) Clean Air Status
and Trends Network (CASTNET;
https://www.epa.gov/castnet/). In order
to characterize exposures to vegetation
at the national scale, however, the Staff
Paper concluded that it could not rely
solely on limited site-specific
monitoring data, and that it was
necessary to use an interpolation
method to characterize O3 air quality
over broad geographic areas. The
analyses used the O3 outputs from the
EPA/NOAA Community Multi-scale Air
Quality (CMAQ) 22 model system
(https://www.epa.gov/asmdnerl/CMAQ,
Byun and Ching, 1999; Arnold et al.
2003, Eder and Yu, 2005) to improve
spatial interpolations based solely on
existing monitoring networks.
Based on the significant difference in
monitor network density between the
eastern and western U.S., the Staff Paper
concluded that it was appropriate to use
separate interpolation techniques in
these two regions: AQS and CASTNET
monitoring data were solely used for the
eastern interpolation, and in the western
U.S., where rural monitoring is more
sparse, O3 values generated by the
CMAQ model were used to develop
scaling factors to augment the
interpolation. In order to characterize
22 The CMAQ model is a multi-pollutant,
multiscale air quality model that contains state-ofthe-science techniques for simulating all
atmospheric and land processes that affect the
transport, transformation, and deposition of
atmospheric pollutants and/or their precursors on
both regional and urban scales. It is designed as a
science-based modeling tool for handling many
major pollutants (including photochemical
oxidants/O3, particulate matter, and nutrient
deposition) holistically. The CMAQ model can
generate estimates of hourly O3 concentrations for
the contiguous U.S., making it possible to express
model outputs in terms of a variety of exposure
indices (e.g., W126, 8-hour average).
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1
1 + 4403e −126 Ct
uncertainty in the interpolation method,
monitored O3 concentrations were
systematically compared to interpolated
O3 concentrations in areas where
monitors were located. In general, the
interpolation method used in the
current review performed well in many
areas in the U.S., although it underpredicted higher 12-hour W126
exposures in rural areas. Due to the
important influence of higher exposures
in determining risks to plants, this
feature of the interpolated surface could
result in an under-estimation of risks to
vegetation in some areas. Taking these
uncertainties into account, and given
the absence of more complete rural
monitoring data, this approach was used
in developing national vegetation
exposure and risk assessments that
estimate relative changes in risk for the
various alternative standards analyzed.
To evaluate changing vegetation
exposures and risks under selected air
quality scenarios, the Staff Paper
utilized adjusted 2001 base year O3 air
quality distributions with a rollback
method (Horst and Duff, 1995; Rizzo,
2005, 2006) to reflect meeting the
current and alternative secondary
standard options. The following key
observations were drawn from
comparing predicted changes in
interpolated air quality under each
alternative standard form and level
scenario analyzed:
(1) The results of the exposure
assessment indicate that current air
quality levels could result in significant
impacts to vegetation in some areas. For
example, for the base year (2001), a large
portion of California had 12-hr W126 O3
levels above 31 ppm-hour, which has
been associated with approximately up
to 14 percent biomass loss in 50 percent
of tree seedling cases studies. Broader
multi-state regions in the east (NC, TN,
KY, IN, OH, PA, NJ, NY, DE, MD, VA)
and west (CA, NV, AZ, OK, TX) are
predicted to have levels of air quality
above the W126 level of 21 ppm-hour,
which is approximately equal to the
secondary standard proposed in 1996
and is associated with approximately up
to 10 percent biomass loss in 50 percent
of tree seedling cases studied. Much of
the east and Arizona and California
have 12-hour W126 O3 levels above 13
ppm-hour which has been associated
with approximately up to 10 percent
biomass loss in 75 percent of tree
seedling cases studied.
(2) When 2001 air quality is rolled
back to meet the current 8-hour
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secondary standard, the overall 3-month
12-hour W126 O3 levels were somewhat
improved, but not substantially. Under
this scenario, there were still many
areas in California with 12-hour W126
O3 levels above 31 ppm-hour. A broad
multi-state region in the east (NC, TN,
KY, IN, OH, PA, MD) and west (CA, NV,
AZ, OK, TX) were still predicted to have
O3 levels above the W126 level of 21
ppm-hour.
(3) Exposures generated for just
meeting a 0.070 ppm, 4th-highest
maximum 8-hour average alternative
standard (the lower end of the proposed
range for the primary O3 standard)
showed substantially improved O3 air
quality when compared to just meeting
the current 0.08 ppm, 8-hour standard.
Most areas were predicted to have O3
levels below the W126 level of 21 ppmhr, although some areas in the east (KY,
TN, MI, AR, MO, IL) and west (CA, NV,
AZ, UT, NM, CO, OK, TX) were still
predicted to have O3 levels above the
W126 level of 13 ppm-hour.
(4) While these results suggest that
meeting a proposed 0.070 ppm, 8-hour
secondary standard would provide
substantially improved protection in
some areas, the Staff Paper recognized
that other areas could continue to have
elevated seasonal exposures, including
forested park lands and other natural
areas, and Class I areas which are
federally mandated to preserve certain
air quality related values. The proposal
notes that this is especially important in
the high elevation forests in the Western
U.S. where there are few O3 monitors
and where air quality patterns can result
in relatively low 8-hour averages while
still experiencing relatively high
cumulative exposures (72 FR 37892).
To further characterize O3 air quality
in terms of current and alternative
secondary standard forms, an analysis
was performed in the Staff Paper to
evaluate the extent to which countylevel O3 air quality measured in terms
of various levels of the current 8-hour
average form overlapped with that
measured in terms of various levels of
the 12-hour W126 cumulative, seasonal
form.23 This analysis was limited by the
lack of monitoring in rural areas where
important vegetation and ecosystems are
located, especially at higher elevation
sites. This is because O3 air quality
distributions at high elevation sites
often do not reflect the typical urban
and near-urban pattern of low morning
and evening O3 concentrations with a
23 The Staff Paper presented this analysis using
recent (2002–2004) county-level O3 air quality data
(using 3-year average data as well as data from each
individual year) from AQS sites and the subset of
CASTNET sites having the highest O3 levels for the
counties in which they are located.
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high mid-day peak, but instead maintain
relatively flat patterns with many
concentrations in the mid-range (e.g.,
0.05–0.09 ppm) for extended periods.
These conditions can lead to relatively
low daily maximum 8-hour averages
concurrently with high cumulative
values so that there is potentially less
overlap between an 8-hour average and
a cumulative, seasonal form at these
sites. The Staff Paper concluded that it
is reasonable to anticipate that
additional unmonitored rural high
elevation areas important for vegetation
may not be adequately protected even
with a lower level of the 8-hour form.
The Staff Paper indicated that it
further remains uncertain as to the
extent to which air quality
improvements designed to reduce 8hour O3 average concentrations would
reduce O3 exposures measured by a
seasonal, cumulative W126 index. The
Staff Paper indicated this to be an
important consideration because: (1)
The biological database stresses the
importance of cumulative, seasonal
exposures in determining plant
response; (2) plants have not been
specifically tested for the importance of
daily maximum 8-hour O3
concentrations in relation to plant
response; and (3) the effects of
attainment of a 8-hour standard in
upwind urban areas on rural air quality
distributions cannot be characterized
with confidence due to the lack of
monitoring data in rural and remote
areas. These factors are important
considerations in determining whether
the current 8-hour form can
appropriately provide requisite
protection for vegetation.
b. Assessment of Risk to Vegetation
The Staff Paper presented results from
quantitative and qualitative risk
assessments of O3 risks to vegetation. In
the last review, crop yield and seedling
biomass loss OTC data provided the
basis for staff analyses, conclusions, and
recommendations (EPA, 1996b). Since
then, several additional lines of
evidence have progressed sufficiently to
provide a basis for a more complete and
coherent picture of the scope of O3related vegetation risks, especially those
currently faced by seedling, sapling and
mature tree species growing in field
settings, and indirectly, forested
ecosystems. Specifically, new research
reflects an increased emphasis on fieldbased exposure methods (e.g., free air
exposure and ambient gradient),
improved field survey biomonitoring
techniques, and mechanistic tree
process models. Key observations and
insights from the vegetation risk
assessment, together with important
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caveats and limitations, were discussed
in section IV.C of the proposal.
Highlights from the analyses that
addressed visible foliar injury, seedling
and mature tree biomass loss, and
effects on crops are summarized below:
(1) Visible foliar injury. Recent
systematic injury surveys continue to
document visible foliar injury
symptoms diagnostic of phytotoxic O3
exposures on sensitive bioindicator
plants. These surveys produced more
expansive evidence than that available
at the time of the last review that visible
foliar injury is occurring in many areas
of the U.S. under current ambient
conditions. The Staff Paper presented an
assessment combining recent U.S.
Forest Service Forest Inventory and
Analysis (FIA) biomonitoring site data
with the county level air quality data for
those counties containing the FIA
biomonitoring sites. This assessment
showed that incidence of visible foliar
injury ranged from 21 to 39 percent of
the counties during the four-year period
(2001–2004) across all counties with air
quality levels at or below that of the
current 0.08 ppm 8-hour standard. Of
the counties that met an 8-hour level of
0.07 ppm in those years, 11 to 30
percent of the counties still had
incidence of visible foliar injury. The
magnitude of these percentages suggests
that phytotoxic exposures sufficient to
induce visible foliar injury would still
occur in many areas after meeting the
level of the current secondary standard
or alternative 0.07 ppm 8-hour standard.
While the data show that visible foliar
injury occurrence is geographically
widespread and is occurring on a
variety of plant species in forested and
other natural systems, linking visible
foliar injury to other plant effects is still
problematic. However, its presence
indicates that other O3-related
vegetation effects might also be present.
(2) Seedling and mature tree biomass
loss. In the last review, analyses of the
effects of O3 on trees were limited to 11
tree species for which C-R functions for
the seedling growth stage had been
developed from OTC studies. Important
tree species such as quaking aspen,
ponderosa pine, black cherry, and tulip
poplar were found to be sensitive to
cumulative seasonal O3 exposures.
Work done since the last review at the
AspenFACE site in Wisconsin on
quaking aspen (Karnosky et al., 2005)
and a gradient study performed in the
New York City area (Gregg et al., 2003)
have confirmed the detrimental effects
of O3 exposure on tree growth in field
studies without chambers and beyond
the seedling stage (King et al., 2005). To
update the seedling biomass loss
analysis, C-R functions for biomass loss
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for available seedling tree species taken
from the Criteria Document and
information on tree growing regions
derived from the U.S. Department of
Agriculture’s Atlas of United States
Trees were combined with projections
of air quality based on 2001 interpolated
exposures, to produce estimated
biomass loss for each of the seedling
tree species individually.24 In summary,
these analyses showed that biomass loss
still occurred in many tree species when
O3 air quality was adjusted to meet the
current 8-hour standard. For instance,
black cherry, ponderosa pine, eastern
white pine, and aspen had estimated
median seedling biomass losses over
portions of their growing range as high
as 24, 11, 6, and 6 percent, respectively,
when O3 air quality was rolled back to
just meet the current 8-hour standard.
The Staff Paper noted that these results
are for tree seedlings and that mature
trees of the same species may have more
or less of a response to O3 exposure. Due
to the potential for compounding effects
over multiple years, a consensus
workshop on O3 effects reported that a
biomass loss greater than 2 percent
annually can be significant (Heck and
Cowling, 1997). Decreased seedling root
growth and survivability could affect
overall stand health and composition in
the long term.
Recent work has also enhanced our
understanding of risks beyond the
seedling stage. In order to better
characterize the potential O3 effects on
mature tree growth, a tree growth model
(TREGRO) was used to evaluate the
effect of changing O3 air quality
scenarios from just meeting alternative
O3 standards on the growth of mature
trees.25 The model integrates
interactions between O3 exposure,
precipitation and temperature as they
affect vegetation, thus providing an
internal consistency for comparing
effects in trees under different exposure
scenarios and climatic conditions. The
TREGRO model was used to assess O3related impacts on the growth of
Ponderosa pine in the San Bernardino
Mountains of California (Crestline) and
the growth of yellow poplar and red
maple in the Appalachian mountains of
Virginia and North Carolina,
Shenandoah National Park (Big
24 Maps of these biomass loss projections were
presented in the Staff Paper (chapter 7).
25 TREGRO is a process-based, individual tree
growth simulation model (Weinstein et al. 1991)
and has been used to evaluate the effects of a
variety of O3 scenarios and linked with concurrent
climate data to account for O3 and climate/
meteorology interactions on several species of trees
in different regions of the U.S. (Tingey et al., 2001;
Weinstein et al., 1991; Retzlaff et al., 2000;
Laurence et al., 1993; Laurence et al., 2001;
Weinstein et al., 2005).
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Meadows) and Linville Gorge
Wilderness Area (Cranberry),
respectively. Ponderosa pine is one of
the most widely distributed pines in
western North America, a major source
of timber, important as wildlife habitat,
and valued for aesthetics (Burns and
Honkala, 1990). Red maple is one of the
most abundant species in the eastern
U.S. and is important for its brilliant fall
foliage and highly desirable wildlife
browse food (Burns and Honkala, 1990).
Yellow poplar is an abundant species in
the southern Appalachian forest. It is 10
percent of the cove hardwood stands in
southern Appalachians which are
widely viewed as some of the country’s
most treasured forests because the
protected, rich, moist set of conditions
permit trees to grow the largest in the
eastern U.S. The wood has high
commercial value because of its
versatility and as a substitute for
increasingly scarce softwoods in
furniture and framing construction.
Yellow poplar is also valued as a honey
tree, a source of wildlife food, and a
shade tree for large areas (Burns and
Honkala, 1990).
The Staff Paper analyses found that
just meeting the current standard would
likely continue to allow O3-related
reductions in annual net biomass gain
in these species. This is based on model
outputs that estimate that as O3 levels
are reduced below those of the current
standard, significant improvements in
growth would occur. Though there is
uncertainty associated with the above
analyses, it is important to note that
new evidence from experimental studies
that go beyond the seedling growth stage
continues to show decreased growth
under elevated O3 (King et al., 2005);
some mature trees such as red oak have
shown an even greater sensitivity of
photosynthesis to O3 than seedlings of
the same species (Hanson et al., 1994);
and the potential for cumulative ‘‘carry
over’’ effects as well as compounding
must be considered since the
accumulation of such ‘‘carry-over’’
effects over time may affect long-term
survival and reproduction of
individuals and ultimately the
abundance of sensitive tree species in
forest stands.
(3) Crops. Similar to the tree seedling
analysis, an analysis that combined C-R
information on crops, crop growing
regions, and interpolated exposures
during each crop growing season was
conducted for commodity crops, fruits
and vegetables. NCLAN crop functions
developed in the 1980s were used for
commodity crops, including 9
commodity crop species (i.e., cotton,
field corn, grain sorghum, peanut,
soybean, winter wheat, lettuce, kidney
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bean, potato) that accounted for 69
percent of 2004 principal crop acreage
planted in the U.S. in 2004. The C-R
functions for six fruit and vegetable
species (tomatoes-processing, grapes,
onions, rice, cantaloupes, Valencia
oranges) were identified from the
California fruit and vegetable analysis
from the last review (Abt, 1995). The
risk assessment estimated that just
meeting the current 8-hour standard
would still allow O3-related yield loss to
occur in some commodity crop species
and fruit and vegetable species currently
grown in the U.S. For example, based on
median C-R function response, in
counties with the highest O3 levels,
potatoes and cotton had estimated yield
losses of 9–15 percent and 5–10 percent,
respectively, when O3 air quality just
met the level of the current standard.
Estimated yield improved in these
counties when the alternative W126
standard levels were met. The very
important soybean crop had generally
small yield losses throughout the
country under just meeting the current
standard (0–4 percent).
The Staff Paper also presented
estimates of monetized benefits for
crops associated with the current and
alternative standards. The Agriculture
Simulation Model (AGSIM) (Taylor,
1994; Taylor, 1993) was used to
calculate annual average changes in
total undiscounted economic surplus for
commodity crops and fruits and
vegetables when current and alternative
standard levels were met. Meeting the
various alternative standards did show
some significant benefits beyond the
current 8-hour standard. However, the
Staff Paper recognized that the modeled
economic benefits from AGSIM had
many associated uncertainties which
limited the usefulness of these
estimates.
B. Need for Revision of the Current
Secondary O3 Standard
1. Introduction
The initial issue to be addressed in
this review of the O3 standard is
whether, in view of the advances in
scientific knowledge reflected in the
Criteria Document and Staff Paper, the
current standard should be revised. As
discussed in section IV.D of the
proposal, in evaluating whether it was
appropriate to propose to retain or
revise the current standard, the
Administrator built upon the last review
and reflected the broader body of
evidence and information now
available. In the proposal, EPA
presented information, judgments, and
conclusions from the last review, which
revised the secondary O3 standard by
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setting it identical to the revised
primary O3 standard, and from the
current review’s evaluation of the
adequacy of the current secondary
standard, including both evidence- and
exposure/risk-based considerations in
the Staff Paper, as well as from the
CASAC Panel’s advice and
recommendations. The Staff Paper
evaluation, the CASAC Panel’s views,
and the Administrator’s proposed
conclusions on the adequacy of the
current secondary standard are
presented below.
a. Staff Paper Evaluation
The Staff Paper considered the
evidence presented in the Criteria
Document as a basis for evaluating the
adequacy of the current O3 standard,
recognizing that important uncertainties
remain. The Staff Paper concluded that
the new evidence available in this
review as described in the Criteria
Document continues to support and
strengthen key policy-relevant
conclusions drawn in the previous
review. Based on this new evidence, the
current Criteria Document once more
concluded that: (1) A plant’s response to
O3 depends upon the cumulative nature
of ambient exposure as well as the
temporal dynamics of those
concentrations; (2) current ambient
concentrations in many areas of the
country are sufficient to impair growth
of numerous common and economically
valuable plant and tree species; (3) the
entrance of O3 into the leaf through the
stomata is the critical step in O3 effects;
(4) effects can occur with only a few
hourly concentrations above 0.08 ppm;
(5) other environmental biotic and
abiotic factors are also influential to the
overall impact of O3 on plants and trees;
and (6) a high degree of uncertainty
remains in our ability to assess the
impact of O3 on ecosystem services.
In light of the new evidence, as
described in the Criteria Document, the
Staff Paper evaluated the adequacy of
the current standard based on
assessments of both the most policyrelevant vegetation effects evidence and
exposure and risk-based information,
highlighted above in section IV.A and
discussed in sections IV.A–C of the
proposal. In evaluating the strength of
this information, the Staff Paper took
into account the uncertainties and
limitations in the scientific evidence
and analyses as well as the views of
CASAC. The Staff Paper concluded that
progress has been made since the last
review and generally found support in
the available effects- and exposure/riskbased information for consideration of
an O3 standard that is more protective
than the current standard. The Staff
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Paper further concluded that there is no
support for consideration of an O3
standard that is less protective than the
current standard. This general
conclusion is consistent with the advice
and recommendations of CASAC.
i. Evidence-Based Considerations
In the last review, crop yield and tree
seedling biomass loss data obtained in
OTC studies provided the basis for the
Administrator’s judgment that the then
current 1-hour, 0.12 ppm secondary
standard was inadequate (EPA, 1996b).
Since then, several additional lines of
evidence have progressed sufficiently to
provide a more complete and coherent
picture of the scope of O3-related
vegetation risks, especially those
currently faced by sensitive seedling,
sapling and mature growth stage tree
species growing in field settings, and
their associated forested ecosystems.
Specifically, new research reflects an
increased emphasis on field-based
exposure methods (e.g., free air, ambient
gradient, and biomonitoring surveys). In
reaching conclusions regarding the
adequacy of the current standard, the
Staff Paper considered the combined
information from all these areas
together, along with associated
uncertainties, in an integrated, weightof-evidence approach.
Regarding the O3-induced effect of
visible foliar injury, observations for the
years 2001 to 2004 at USDA FIA
biomonitoring sites showed widespread
O3-induced leaf injury occurring in the
field, including in forested ecosystems,
under current ambient O3 conditions.
For a few studied species, it has been
shown that the presence of visible foliar
injury is further linked to the presence
of other vegetation effects (e.g., reduced
plant growth and impaired below
ground root development) (EPA, 2006),
though for most species, this linkage has
not been specifically studied or where
studied, has not been found.
Nevertheless, when visible foliar injury
is present, the possibility that other O3induced vegetation effects could also be
present for some species should be
considered. Likewise, the absence of
visible foliar injury should not be
construed to demonstrate the absence of
other O3-induced vegetation effects. The
Staff Paper concluded that it is not
possible at this time to quantitatively
assess the degree of visible foliar injury
that should be judged adverse in all
settings and across all species, and that
other environmental factors can mitigate
or exacerbate the degree of O3-induced
visible foliar injury expressed at any
given concentration of O3. However, the
Staff Paper also concluded that the
presence of visible foliar injury alone
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can be adverse to the public welfare,
especially when it occurs in protected
areas such as national parks and
wilderness areas. Thus, on the basis of
the available information on the
widespread distribution of O3-sensitive
species within the U.S. including in
areas, such as national parks, which are
afforded a higher degree of protection,
the Staff Paper concluded that the
current standard continues to allow
levels of visible foliar injury in some
locations that could reasonably be
considered to be adverse from a public
welfare perspective. Additional
monitoring of both O3 air quality and
foliar injury levels are needed in these
areas of national significance to more
fully characterize the spatial extent of
this public welfare impact.
With respect to O3-induced biomass
loss in trees, the Staff Paper concluded
that the new body of field-based
research on trees strengthens the
conclusions drawn on tree seedling
biomass loss from earlier OTC work by
documenting similar seedling responses
in the field. For example, recent
empirical studies conducted on quaking
aspen at the AspenFACE site in
Wisconsin have confirmed the
detrimental effects of O3 exposure on
tree growth in a field setting without
chambers (Isebrands et al., 2000, 2001).
In addition, results from an ambient
gradient study (Gregg et al., 2003),
which evaluated biomass loss in
cottonwood along an urban-to-rural
gradient at several locations, found that
conditions in the field were sufficient to
produce substantial biomass loss in
cottonwood, with larger impacts
observed in downwind rural areas due
to the presence of higher O3
concentrations. These gradients from
low urban to higher rural O3
concentrations occur when O3
precursors generated in urban areas are
transported to downwind sites and are
transformed into O3. In addition, O3
concentrations typically fall to near 0
ppm at night in urban areas due to
scavenging of O3 by NOX and other
compounds. In contrast, rural areas, due
to a lack of nighttime scavenging, tend
to maintain elevated O3 concentrations
for longer periods. On the basis of such
key studies, the Staff Paper concluded
that the expanded body of field-based
evidence, in combination with the
substantial corroborating evidence from
OTC data, provides stronger evidence
than that available in the last review
that ambient levels of O3 are sufficient
to produce visible foliar injury
symptoms and biomass loss in sensitive
vegetative species growing in natural
environments. Further, the Staff Paper
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judged that the consistency in response
in studied species/genotypes to O3
under a variety of exposure conditions
and methodologies demonstrates that
these sensitive genotypes and
populations of plants are susceptible to
adverse impacts from O3 exposures at
levels known to occur in the ambient
air. Due to the potential for
compounded risks from repeated insults
over multiple years in perennial species,
the Staff Paper concluded that these
sensitive subpopulations are not
afforded adequate protection under the
current secondary O3 standard. Despite
the fact that only a relatively small
portion of U.S. plant species have been
studied with respect to O3 sensitivity,
those species/genotypes shown to have
O3 sensitivity span a broad range of
vegetation types and public use
categories, including direct-use
categories like food production for
human and domestic animal
consumption; fiber, materials, and
medicinal production; urban/private
landscaping. Many of these species also
contribute to the structure and
functioning of natural ecosystems (e.g.,
the EEAs) and thus, to the goods and
services those ecosystems provide
(Young and Sanzone, 2002), including
non-use categories such as relevance to
public welfare based on their aesthetic,
existence or wildlife habitat value.
The Staff Paper therefore concluded
that the current secondary standard is
inadequate to protect the public welfare
against the occurrence of adverse levels
of visible foliar injury and tree seedling
biomass loss occurring in tree species
(e.g., ponderosa pine, aspen, black
cherry, cottonwood) that are sensitive
and clearly important to the public
welfare.
ii. Exposure- and Risk-Based
Considerations
In evaluating the adequacy of the
current standard, the Staff Paper also
presented the results of exposure and
risk assessments, which are highlighted
above in section IV.A.3 and discussed in
section IV.C of the proposal. Due to
multiple sources of uncertainty, both
known and unknown, that continue to
be associated with these analyses, the
Staff Paper put less weight on this
information in drawing conclusions on
the adequacy of the current standard.
However, the Staff Paper also
recognized that some progress has been
made since the last review in better
characterizing some of these associated
uncertainties and, therefore concluded
that the results of the exposure and risk
assessments continue to provide
information useful to informing
judgments as to the relative changes in
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risks predicted to occur under exposure
scenarios associated with the different
standard alternatives considered.
Importantly, with respect to two key
uncertainties, the uncertainty associated
with continued reliance on C–R
functions developed from OTC exposure
systems to predict plant response in the
field and the potential for changes in
tree seedling and crop sensitivities in
the intervening period since the C–R
functions were developed, the Staff
Paper concluded that recent research
has provided information useful in
judging how much weight to put on
these concerns. Specifically, new fieldbased studies, conducted on a limited
number of tree seedling and crop
species to date, demonstrate plant
growth and visible foliar injury
responses in the field that are similar in
nature and magnitude to those observed
previously under OTC exposure
conditions, lending qualitative support
to the conclusion that OTC conditions
do not fundamentally alter the nature of
the O3-plant response. Second, nothing
in the recent literature suggests that the
O3 sensitivity of crop or tree species
studied in the last review and for which
C–R functions were developed has
changed significantly in the intervening
period. Indeed, in the few recent studies
where this is examined, O3 sensitivities
were found to be as great as or greater
than those observed in the last review.
The Staff Paper consideration of such
exposure and risk analyses is discussed
below and in section IV.D.2.b of the
proposal, focusing on seedling and
mature tree biomass loss, qualitative
ecosystem risks, and crop yield loss.
(1) Seedling and mature tree biomass
loss. Biomass loss in sensitive tree
seedlings is predicted to occur under O3
exposures that meet the level of the
current secondary standard. For
instance, black cherry, ponderosa pine,
eastern white pine, and aspen had
estimated median seedling biomass
losses as high as 24, 11, 6, and 6
percent, respectively, over some
portions of their growing ranges when
air quality was rolled back to meet the
current 8-hr standard with the 10
percent downward adjustment for the
potential O3 gradient between monitor
height and short plant canopies applied.
The Staff Paper noted that these results
are for tree seedlings and that mature
trees of the same species may have more
or less of a response to O3 exposure.
Decreased root growth associated with
biomass loss has the potential to
indirectly affect the vigor and
survivability of tree seedlings. If such
effects occur on a sufficient number of
seedlings within a stand, overall stand
health and composition can be affected
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16491
in the long term. Thus, the Staff Paper
concluded that these levels of estimated
tree seedling growth reduction should
be considered significant and
potentially adverse, given that they are
well above the 2 percent level of
concern identified by the 1997
consensus workshop (Heck and
Cowling, 1997).
Though there is significant
uncertainty associated with this
analysis, the Staff Paper recommended
that this information should be given
careful consideration in light of several
other pieces of evidence. Specifically,
limited evidence from experimental
studies that go beyond the seedling
growth stage continues to show
decreased growth under elevated O3
levels (King et al., 2005). Some mature
trees such as red oak have shown an
even greater sensitivity of
photosynthesis to O3 than seedlings of
the same species (Hanson et al., 1994).
The potential for effects to ‘‘carry over’’
to the following year or cumulate over
multiple years, including the potential
for compounding, must be considered
(see 72 FR 37885; Andersen et al., 1997;
Hogsett et al., 1989; Sasek et al., 1991;
Temple et al., 1993; EPA, 1996). The
accumulation of such ‘‘carry-over’’
effects over time may affect long-term
survival and reproduction of individual
trees and ultimately the abundance of
sensitive tree species in forest stands.
(2) Qualitative Ecosystem Risks. In
addition to the quantifiable risk
categories discussed above, the Staff
Paper presented qualitative discussions
on a number of other public welfare
effects categories. In so doing, the Staff
Paper concluded that the quantified
risks to vegetation estimated to be
occurring under current air quality or
upon meeting the current secondary
standard likely represent only a portion
of actual risks that may be occurring for
a number of reasons.
First, as mentioned above, out of the
over 43,000 plant species catalogued as
growing within the U.S. (USDA
PLANTS database, USDA, NRCS, 2006),
only a small percentage have been
studied with respect to O3 sensitivity.
Most of the studied species were
selected because of their commercial
importance or observed O3-induced
visible foliar injury in the field. Given
that O3 impacts to vegetation also
include less obvious but often more
significant impacts, such as reduced
annual growth rates and below ground
root loss, the paucity of information on
other species means the number of O3sensitive species that exists within the
U.S. is likely greater than what is now
known. Since no state in the lower 48
states has less than seven known O3-
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sensitive plant species, with the
majority of states having between 11
and 30 (see Appendix 7J–2 in Staff
Paper), protecting O3-sensitive
vegetation is clearly important to the
public welfare at the national scale.
Second, the Staff Paper also took into
consideration the possibility that more
subtle and hidden risks to ecosystems
are potentially occurring in areas where
vegetation is being significantly
impacted. Given the importance of these
qualitative and anticipated risks to
important public welfare effects
categories such as ecosystem impacts
leading to potential losses or shifts in
ecosystem goods and services (e.g.,
carbon sequestration, hydrology, and
fire disturbance regimes), the Staff Paper
concluded that any secondary standard
set to protect against the known and
quantifiable adverse effects to vegetation
should also consider the anticipated,
but currently unquantifiable, potential
effects on natural ecosystems.
(3) Crop Yield Loss. Exposure and risk
assessments in the Staff Paper estimated
that meeting the current 8-hour standard
would still allow O3-related yield loss to
occur in several fruit and vegetable and
commodity crop species currently
grown in the U.S. These estimates of
crop yield loss are substantially lower
than those estimated in the last review
as a result of several factors, including
adjusted exposure levels to reflect the
presence of a variable O3 gradient
between monitor height and crop
canopies, and use of a different
econometric agricultural benefits model
updated to reflect more recent
agricultural policies (EPA, 2006b).
Though these sources of uncertainty
associated with the crop risk and
benefits assessments were better
documented in this review, the Staff
Paper concluded that the presence of
these uncertainties make the risk
estimates suitable only as a basis for
understanding potential trends in
relative yield loss and economic
benefits. The Staff Paper further
recognized that actual conditions in the
field and management practices vary
from farm to farm, that agricultural
systems are heavily managed, and that
adverse impacts from a variety of other
factors (e.g., weather, insects, disease)
can be orders of magnitude greater than
that of yield impacts predicted for a
given O3 exposure. Thus, the relevance
of such estimated impacts on crop
yields to the public welfare are
considered highly uncertain and less
useful as a basis for assessing the
adequacy of the current standard. The
Staff Paper noted, however, that in some
experimental cases, exposure to O3 has
made plants more sensitive or
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vulnerable to some of these other
important stressors, including disease,
insect pests, and harsh weather (EPA,
2006a). The Staff Paper therefore
concluded that this remains an
important area of uncertainty and that
additional research to better
characterize the nature and significance
of these interactions between O3 and
other plant stressors would be useful.
iii. Summary of Staff Paper
Considerations
In summary, the Staff Paper
concluded that the current secondary O3
standard is inadequate. This conclusion
was based on the extensive vegetation
effects evidence, in particular the recent
empirical field-based evidence on
biomass loss in seedlings, saplings and
mature trees, and foliar injury incidence
that has become available in this review,
which demonstrates the occurrence of
adverse vegetation effects at ambient
levels of recent O3 air quality, as well as
evidence and exposure- and risk-based
analyses indicating that adverse effects
would be predicted to occur under air
quality scenarios that meet the current
standard.
b. CASAC Views
In a letter to the Administrator
(Henderson, 2006c), the CASAC O3
Panel, with full endorsement of the
chartered CASAC, unanimously
concluded that ‘‘despite limited recent
research, it has become clear since the
last review that adverse effects on a
wide range of vegetation including
visible foliar injury are to be expected
and have been observed in areas that are
below the level of the current 8-hour
primary and secondary ozone
standards.’’ Therefore, ‘‘based on the
Ozone Panel’s review of Chapters 7 and
8 [of the Staff Paper], the CASAC
unanimously agrees that it is not
appropriate to try to protect vegetation
from the substantial, known or
anticipated, direct and/or indirect,
adverse effects of ambient O3 by
continuing to promulgate identical
primary and secondary standards for O3.
Moreover, the members of the
Committee and a substantial majority of
the Ozone Panel agree with EPA staff
conclusions and encourage the
Administrator to establish an alternative
cumulative secondary standard for O3
and related photochemical oxidants that
is distinctly different in averaging time,
form and level from the currently
existing or potentially revised 8-hour
primary standard’’ (Henderson,
2006c).26
26 One CASAC Panel member reached different
conclusions from those of the broader Panel
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c. Administrator’s Proposed
Conclusions
At the time of proposal, in
considering whether the current
secondary standard should be revised,
the Administrator carefully considered
the conclusions contained in the
Criteria Document, the rationale and
recommendations contained in the Staff
Paper, the advice and recommendations
from CASAC, and public comments to
date on this issue. In so doing, the
Administrator recognized that the
secondary standard is to protect against
‘‘adverse’’ O3 effects, as discussed in
section IV.A.3 of the proposal. In
considering what constitutes a
vegetation effect that is also adverse to
the public welfare, the Administrator
took into account the Staff Paper
conclusions regarding the nature and
strength of the vegetation effects
evidence, the exposure and risk
assessment results, the degree to which
the associated uncertainties should be
considered in interpreting the results,
and the views of CASAC and members
of the public. On these bases, the
Administrator proposed that the current
secondary standard is inadequate to
protect the public welfare from known
and anticipated adverse O3-related
effects on vegetation and ecosystems.
Ozone levels that would be expected to
remain after meeting the current
secondary standard were judged to be
sufficient to cause visible foliar injury,
seedling and mature tree biomass loss,
and crop yield reductions to degrees
that could be considered adverse
depending on the intended use of the
plant and its significance to the public
welfare, and the current secondary
standard does not provide adequate
protection from such effects. Other O3induced effects described in the
literature, including an impaired ability
of many sensitive species and genotypes
within species to adapt to or withstand
other environmental stresses, such as
freezing temperatures, pest infestations
and/or disease, and to compete for
available resources, would also be
anticipated to occur. In the long run, the
result of these impairments (e.g., loss in
vigor) could lead to premature plant
death in O3 sensitive species. Though
effects on other ecosystem components
regarding certain aspects of the vegetation effects
information and the appropriate degree of emphasis
that should be placed on the associated
uncertainties. These concerns related to how the
results of O3/vegetation exposure experiments
carried out in OTC can be extrapolated to the
ambient environment and how C–R functions
developed in the 1980s can be used today given that
he did not expect that current crop species/cultivars
in use in 2002 would have the same O3 sensitivity
as those studied in NCLAN (Henderson, 2007, pg.
C–18).
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have only been examined in isolated
cases, effects such as those described
above could have significant
implications for plant community and
associated species biodiversity and the
structure and function of whole
ecosystems. These considerations also
support the proposed conclusion that
the current secondary standard is not
adequate and that revision is needed to
provide additional public welfare
protection.
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2. Comments on the Need for Revision
The above section outlines the
vegetation and ecosystem effects
evidence and assessments used by the
Administrator to inform his proposed
judgments about the adequacy of the
current O3 secondary standard. General
comments received on the proposal that
either supported or opposed the
proposed decision to revise the current
O3 secondary standard are addressed in
this section. Comments related to the
vegetation and ecosystem effects
evidence and information related to
exposure indices are considered in
section IV.B.2.a below, and comments
on vegetation exposure and risk
assessments are considered in section
IV.B.2.b. Comments on specific issues,
vegetation and ecosystem effects
evidence, information on exposure
indices, or the vegetation exposure and
risk assessments that relate to
consideration of the appropriate form,
averaging time, or level of the O3
standard are addressed below in section
IV.C. General comments based on
implementation-related factors that are
not a permissible basis for considering
the need to revise the current standard
are noted in the Response to Comments
document.
a. Evidence of Effects and Exposure
Indices
Sections IV.A.2 and IV.A.3 above
provide a summary overview of the
information on vegetation and
ecosystem effects and exposure indices
used by the Administrator to inform his
proposed judgments about the adequacy
of the current O3 secondary standard. As
discussed more fully below, comments
received on the proposal regarding the
nature and strength of the vegetation
and ecosystem effects information,
information on exposure indices, and
the conclusions that could appropriately
be drawn from such information fell
generally into two groups.
One group of commenters that
included national and local
environmental organizations (e.g.,
Environmental Defense, Appalachian
Mountain Club, Rocky Mountain Clean
Air Action), NESCAUM, NACAA,
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individual States, Tribal Associations,
and the National Park Service (NPS)
argued that the available science clearly
showed that O3-induced vegetation and
ecosystem effects are occurring at and
below levels that meet the current 8hour standard, and therefore provides a
strong basis and support for the
conclusion that the current secondary
standard is inadequate. In support of
their view, these commenters relied on
the entire body of evidence available for
consideration in this review, including
evidence assessed previously in the last
review. These commenters pointed to
the information and analyses in the Staff
Paper and the conclusions and
recommendations of CASAC as
providing a clear basis for concluding
that the current standard does not
adequately protect vegetation from an
array of O3-related effects. For example,
the NPS noted that ‘‘[w]idespread foliar
injury has been documented in areas
meeting the current standard; field and
chamber studies indicate that O3induced significant growth reductions
are also occurring at levels below the
current standard’’ (NPS, p. 3).
In addition to the body of information
already considered by EPA in this
review, these same commenters also
presented new information for the
Administrator’s consideration,
including a number of ‘‘new’’ studies
published after completion of the
Criteria Document, as well as additional
information on air quality and
vegetation exposures and effects
pertaining to local conditions within
their State, Tribal or federal lands, as
additional support for their views that
the current standard is inadequate. For
example, NESCAUM, NY, PA, and NPS
all provided air quality information
describing typical O3 concentrations in
areas that rarely, if ever, exceeded the
level of the current 8-hour standard in
areas that still showed O3-related
vegetation effects, particularly visible
foliar injury.
Building on EPA’s qualitative
discussions of the potential linkage
between O3 vegetation effects and
effects on ecosystems, a number of these
commenters expressed concern that the
possible impact of O3-related reductions
in plant productivity could result in a
reduced capacity of vegetation to serve
as a carbon sink to mitigate the impacts
of rising CO2 in a changing climate,
citing to a ‘‘new’’ study on that topic
(Sitch et al., 2007). Many of these same
commenters also cited to ‘‘new’’ fieldbased studies in the Great Smoky
Mountain National Park that find a
relationship between O3 exposure, tree
stem growth loss, tree water use and
stream flow as evidence that current
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ambient O3 levels can impact
ecosystems and that ecosystems should
be afforded protection from such
potential effects. For example, some of
these commenters note that ‘‘new’’
studies in the Great Smoky Mountain
National Park (McLaughlin, et al.,
2007a, b) have found that (1) ambient O3
caused substantial growth reductions in
mature trees in a mixed deciduous
forest, which was due in part to
increased O3-induced water loss and led
to seasonal losses in stem growth of 30–
50 percent for most species in a highozone year; (2) increasing ambient O3
levels also resulted in depletion of soil
moisture in the rooting zone and
reduced late-season streamflow in the
watershed; and (3) O3 may amplify the
adverse effects of increasing
temperature on forest growth and forest
hydrology and may exacerbate the
effects of drought on forest growth and
stream health. Other ‘‘new’’ research
noted by these commenters as
supporting EPA’s findings that current
O3 exposures cause significant biomass
losses in sensitive seedlings of various
tree species include a study that
predicted up to 31 percent growth loss
in aspen in certain areas of its North
American range in 2001–2003 (Percy, et
al., 2007). These commenters
encouraged the Administrator to
consider these ‘‘new’’ studies in making
his final decision.
This group of commenters strongly
supported revising the current standard,
not only because in their view the
available evidence conclusively
demonstrates that the current standard
is inadequate to protect sensitive
vegetation, but also because the Staff
Paper provides abundant evidence that
it is appropriate to establish an
alternative cumulative, seasonal
secondary standard that is distinctly
different in form from the current or
revised primary standard. For example,
NESCAUM states that ‘‘[i]n light of the
EPA Staff and CASAC
recommendations, and the extensive
body of historical and recent monitoring
and research data upon which these
recommendations were based, the
option of equating the ozone secondary
NAAQS with the 8-hour primary is
inappropriate and clearly not supported
by the weight of scientific evidence.’’
EPA agrees with these commenters
that when evaluated as a whole, the
entire body of vegetation and ecosystem
effects information available in this
review supports the need to revise the
current standard to provide increased
protection from an array of O3-related
effects on sensitive vegetation and
ecosystems. EPA also agrees that the
available evidence indicates that a
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cumulative, seasonal form better reflects
the scientific information on
biologically relevant exposures for
vegetation. For reasons discussed below
in sections IV.C, however, EPA
disagrees with aspects of these
commenters’ views as to whether a
standard defined in terms of a
cumulative, seasonal form is requisite to
protect public welfare based on the
available scientific information.
To the extent that these and other
commenters whose comments are
discussed below included ‘‘new’’
scientific studies, studies that were
published too late to be considered in
the Criteria Document, in support of
their arguments for revising or not
revising the standards, EPA notes, as
discussed in section I above, that as in
past NAAQS reviews, it is basing the
final decisions in this review on the
studies and related information
included in the O3 air quality criteria
that have undergone CASAC and public
review and will consider newly
published studies for purposes of
decision making in the next O3 NAAQS
review. In provisionally evaluating
commenters’ arguments, as discussed in
the Response to Comments document,
EPA notes that its provisional
consideration of ‘‘new’’ science found
that such studies did not materially
change the conclusions in the Criteria
Document.
The other main group of commenters,
which included Exxon-Mobil, UARG,
API, other industry groups, The
Annapolis Center for Science Based
Public Policy, individual States and
other organizations representing local
energy, agriculture or business interests,
expressed the contrasting view that the
limited number of studies published
since the last review and addressed in
the Criteria Document provided
insufficient evidence to support a
conclusion different than what was
reached in the last review. In particular,
they asserted that the types of vegetation
effects evaluated in the last review have
not changed, and that the Criteria
Document, Staff Paper, and CASAC
have acknowledged that the information
that has become available since the last
review does not fundamentally change
the conclusions reached in the last
review. As a result, they argued that the
currently available evidence fails to
show that revision to the standard is
requisite to provide additional
protection from these effects. In
particular, Exxon-Mobil stated that
‘‘EPA is incorrect in concluding
vegetation impacts [occur] at or below
the level of the current standard’’ * * *
and that the ‘‘newer field-based
evidence EPA cites for ozone impacts on
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seedlings, saplings and mature trees
indicates ozone impacts but at
exposures that are likely in exceedence
of the current secondary standard.’’ This
commenter concluded that while these
studies provide additional support for
O3-related impacts on vegetation,
including observing effects in field
settings without chambers, they do not
provide support for the conclusion that
ambient levels in compliance with the
current standard would result in
significant O3 impact. In addition, these
commenters also generally asserted that
the evidence that has become available
since the last review does not materially
reduce the uncertainties that were
present and cited by the Administrator
in the last review as important factors in
her decision to set the secondary
identical to the revised primary. Those
aspects of these comments that include
uncertainties associated with the
exposure, risk and benefits assessments
are addressed below in section IV.2.b
and in the Response to Comments
document.
EPA disagrees with the commenters’
assertion that the currently available
evidence has not materially reduced key
uncertainties present in the last review
that factored into the Administrator’s
decision. For example, there is an
expansion of field-based evidence
across a broad array of vegetation effects
categories, as discussed in the Criteria
Document, Staff Paper, and highlighted
above in section IV.A.2. Though in some
such studies (e.g., the FACE studies) the
O3 exposures are indeed at or above
ambient levels, the observed vegetation
response is similar to that observed in
OTC studies at similar levels of
exposure. Though these studies are still
limited in scope, it is nevertheless
EPA’s view that such field-based
evidence reduces the uncertainties
associated with the C–R functions
generated in OTC studies that were
noted by the Administrator in the last
review. Thus, the current body of
evidence increases EPA’s confidence in
the results from the OTC studies which
demonstrate O3-related effects below the
level of the current standard. EPA has
also considered this evidence in
conjunction with USDA FIA foliar
injury survey data and the Gregg et al.
(2003) tree seedling biomass loss
gradient study showing effects on a
sensitive tree species occurring in the
field across a range of exposure levels
including levels of air quality at to well
below the level of the current secondary
standard. Taken together, EPA
concludes that these studies form a
coherent body of evidence that
significantly strengthens EPA’s
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confidence that such effects are
currently occurring in the field and
would continue to be anticipated at and
below the level of the current secondary
standard. A more detailed discussion of
these issues can be found in the
Response to Comments document.
b. Vegetation Exposure and Risk
Assessments
Section IV.A.4 above provides a
summary overview of the vegetation
exposure and risk assessment
information used by the Administrator
to help inform judgments about
vegetation exposure and risk estimates
associated with attainment of the
current and alternative standards. As an
initial matter, EPA notes that at the time
of proposal, the Administrator primarily
based his conclusion on whether
revision of the secondary standard was
needed primarily on evidence-based
considerations, while using the more
uncertain exposure and risk assessments
in a supportive role. As discussed more
fully below, comments received on the
proposal regarding these assessments
and the conclusions that could
appropriately be drawn from them fell
generally into two groups. One group of
commenters generally included those
noted above who supported revising the
current secondary standard, while the
other group of commenters were those
noted above who expressed the view
that no revision was appropriate.
The first group of commenters
primarily focused on evidence-based
considerations in their support of a
revised standard, while some also
referenced EPA’s findings from the
exposure and risk assessments in
supporting their view that the standard
needed to be revised to provide
increased protection for sensitive
vegetation. A few of these commenters
also provided additional exposure, risk
and benefits information from localized
assessments conducted by themselves or
others in their behalf in support of their
view that the standard needed to be
revised. In so doing, these commenters
have generally shown support for using
such assessments to help inform a final
decision on the need to revise.
The other group of commenters
expressed a number of concerns with
these assessments and generally
asserted that these assessments do not
support revision of the current standard.
These commenters’ concerns generally
focused on (1) the method used by EPA
to estimate PRB, (2) the lack of new
information since the last review that
would, in their judgment, materially
reduce the uncertainties present in the
assessments conducted for the last
review, and (3) EPA’s interpretation and
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use of the results in making a judgment
about the adequacy of the current
standard. These comments are
addressed below.
(1) Regarding concerns related to the
method used by EPA to estimate PRB,
EPA notes that this issue has been
raised repeatedly throughout the review
in the context of both the primary and
secondary standards. Most generally,
these commenters asserted that EPA
used unrealistically low levels of PRB
that resulted in an overestimate of risks
and benefits associated with just
meeting alternative standards. EPA
disagrees with this view, for the reasons
discussed above in section II.B.2.b,
which addresses this and other
comments related to EPA’s approach to
estimating PRB and its role in exposure
and risk assessments related to the
primary standard.
(2) Another concern posed by these
commenters was the lack of any new
information that, in their judgment,
would materially reduce the
uncertainties present in the exposure,
risk and benefits assessments conducted
for the last review. For example, the
Annapolis Center asserted that ‘‘[s]ome
of the most important caveats and
uncertainties concerning the exposure
and risk assessments for crop yield that
were listed in the [1996] proposal
included (1) extrapolating from
exposure-response functions generated
in open-top chambers to ambient
conditions; (2) the lack of a performance
evaluation of the national air quality
extrapolation; (3) the methodology to
adjust modeled air quality to reflect
attainment of various alternative
standard options; and (4) inherent
uncertainties in models to estimate
economic values associated with
attainment of alternative standard.
* * * Because of the lack of new data
or substantive improvements in the risk
assessment, these same issues remain
today, contributing a similar degree of
uncertainty, as was the case in the prior
review.’’ EPA recognizes that important
uncertainties remain in estimates of
vegetation exposure and O3-related risk
to vegetation, especially with regard to
O3-related effects on crop yields.
However, EPA disagrees with comments
that assert that uncertainties have not
been reduced since the last review, as
discussed below.
With regard to the uncertainties
associated with using the OTC C–R
functions, the Annapolis Center further
stated that ‘‘ten years have now elapsed,
and the same concentration-response
functions from the OTC studies of the
1980’s are still the only viable data to
use to estimate crop loss. * * * The
1996 CASAC Panel agreed that the
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estimates of crop loss at that time were
highly uncertain.’’ While EPA agrees
that important uncertainties continue to
be associated with the use of the C–R
functions generated many years ago
using OTC studies for crop yield loss,
EPA does not agree that the new
information available in this review
does nothing to reduce such
uncertainties identified in the last
review. As described above and in the
Staff Paper and proposal, results from
the new SoyFACE and AspenFACE
studies provide qualitative support that
the levels of vegetation response that
have been observed in the field are of
similar magnitude as those predicted at
similar exposure levels using the OTC
generated C–R functions. Therefore,
EPA believes that the uncertainties cited
in the last review regarding the
appropriateness of using OTC generated
C–R functions to predict vegetation
response in the field have been reduced.
Providing some further support in this
regard is the limited information
available in this review on some
sensitive crop species (e.g., soybean)
suggesting that O3 sensitivity has not
changed significantly in the intervening
years. Taking all the above into account,
EPA’s level of confidence in the
applicability of the OTC generated C–R
functions to represent ambient
conditions in the field has increased.
With regard to the lack of a
performance evaluation of the national
air quality extrapolation, EPA notes that
there have been advancements in the
tools and methods used for such
extrapolations since the last review.
With respect to the generation of
interpolated O3 exposure surfaces, EPA
employed a different approach than that
used in the last review and undertook
a quantitative assessment of the
uncertainties associated with the use of
this method. This uncertainty
assessment was accomplished by
sequentially dropping out of the
interpolation each monitoring site, and
then recalculating the exposure surface
using the remaining monitoring sites. As
discussed in the Staff Paper, this
method of evaluation may result in a
slight overestimation of error and bias
for the exposure surface, since dropping
out monitors loses information that the
interpolation uses in that local area. As
another point of comparison, EPA also
examined the subset of rural CASTNET
sites to illustrate how the interpolation
technique predicted air quality in that
rural monitoring network. For this
subset, the evaluation indicated that in
general, the interpolation technique
slightly overestimated W126 exposures
at relatively low levels and
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underestimated W126 exposure at
relatively high levels. This aspect of the
estimation method potentially resulted
in an underestimation of the more
important risks associated with higher
cumulative exposures in some areas.
Based on this evaluation, EPA reiterates
the conclusion in the Staff Paper that
‘‘the calculation of error and bias
metrics for the interpolation represents
a notable improvement over the 1996
assessment which did not have such an
evaluation.’’ EPA further concludes that
in general, the sources and likely
direction of uncertainties associated
with the exposure and risk assessments
have been better accounted for and
characterized than in the last review.
With regard to criticisms of the
methodology used to adjust modeled air
quality to reflect attainment of various
alternative standard options, EPA notes
that this issue has been raised in the
context of both the primary and
secondary standards. As noted above in
section II.B.2.b, based on information in
the Staff Paper (section 4.5.6) and in
more detail in a staff memorandum
(Rizzo, 2006), EPA concluded that the
quadratic air quality adjustment
approach used in this assessment
generally best represented the pattern of
reductions across the O3 air quality
distribution observed over the last
decade in areas implementing control
programs designed to attain the O3
NAAQS. While EPA recognizes that
future changes in air quality
distributions are area-specific, and will
be affected by whatever specific control
strategies are implemented in the future
to attain a revised NAAQS, there is no
empirical evidence to suggest that future
reductions in ambient O3 will be
significantly different from past
reductions with respect to impacting the
overall shape of the O3 distribution.
With regard to comments that asserted
that inherent uncertainties in models to
estimate economic values of crop loss
have not been reduced since the last
review, EPA acknowledges that while
an updated state of the art model, the
AGSIM benefits model, was used in this
review, substantial uncertainties remain
in these estimates of economic crop
loss. Further, EPA notes that these
estimates were not relied on as a basis
for reaching a decision on the need to
revise the current standard.
(3) Some commenters also asserted
that the estimated exposures and risks
associated with air quality just meeting
the current standard have not
appreciably changed since the last
review. These commenters used this
conclusion as the basis for a claim that
there is no reason to depart from the
Administrator’s 1997 decision that the
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current secondary standard is requisite
to protect public welfare. EPA believes
that this claim is fundamentally flawed
for three reasons. First, it is
inappropriate to compare quantitative
vegetation risks estimated in the last
review with those estimated in the
current review. The 1997 risk estimates,
or any comparison of the 1997 risks
estimates to the current estimates, are
irrelevant for the purpose of judging the
adequacy of the current standard, as the
1997 estimates reflect outdated analyses
that have been updated in this review to
reflect the current science and as there
have been significant improvements to
the modeling approaches and model
inputs. Second, it is important to take
into account EPA’s increased
confidence in some of the model inputs,
as discussed above, since in judging the
weight to place on quantitative risk
estimates it is important to examine not
only the magnitude of the estimated
risks but also the degree of confidence
in those estimates. Third, quantitative
vegetation risk estimates were not the
main basis for EPA’s decision in setting
a level for the secondary standard in
1997, and they do not set any quantified
‘‘benchmark’’ for the Agency’s decision
to revise the current standard at this
time. The proposal notice made clear
that decisions about the need to revise
the current standard are mainly based
on an integrated evaluation of evidence
available across a broad array of
vegetation effects, while the more
uncertain exposure, risk and benefits
estimates were used in a supportive
role. Both the Staff Paper and proposal
clearly distinguished the roles that these
different types of information played in
informing the Administrator’s proposed
decision. The proposal states that ‘‘due
to multiple sources of uncertainty, both
known and unknown, that continue to
be associated with these analyses, the
Staff Paper put less weight on this
information in drawing conclusions on
the adequacy of the current standard.
However, the Staff Paper also recognizes
that some progress has been made since
the last review in better characterizing
some of these associated uncertainties
and, therefore, concluded that the
results of the exposure and risk
assessments continue to provide
information useful to informing
judgments as to the relative changes in
risks predicted to occur under exposure
scenarios associated with the different
standard alternatives considered.’’ In
determining the requisite level of
protection, the Staff Paper recognized
that it is appropriate to weigh the
importance of the predicted risks of
these effects in the overall context of
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public welfare protection, along with a
determination as to the appropriate
weight to place on the associated
uncertainties and limitations of this
information. Thus, while the
Administrator is fully mindful of the
uncertainties associated with the
estimates of exposure, risk and benefits,
as discussed above, he judges that these
estimates are still useful in providing
additional support for his judgment that
the current 8-hour secondary standard
does not adequately protect sensitive
vegetation.
3. Conclusions Regarding the Need for
Revision
Having carefully considered the
public comments, discussed above, the
Administrator believes the fundamental
scientific conclusions on the effects of
O3 on vegetation and sensitive
ecosystems reached in the Criteria
Document and Staff Paper, as discussed
above in section IV.A, remain valid. In
considering whether the secondary O3
standard should be revised, the
Administrator finds that evidence that
has become available in this review
demonstrates the occurrence of adverse
vegetation effects at ambient levels of
recent O3 air quality, and that evidence
and exposure- and risk-based analyses
indicate that adverse effects would be
predicted to occur under air quality
scenarios that meet the current
standard, taking into consideration both
the level and form of the current
standard. Ozone exposures that would
be expected to remain after meeting the
current secondary standard are
sufficient to cause visible foliar injury
and seedling and mature tree biomass
loss in O3-sensitive vegetation. The
Administrator believes that the degree
to which such effects should be
considered to be adverse depends on the
intended use of the vegetation and its
significance to the public welfare. Other
O3-induced effects described in the
literature, including an impaired ability
of many sensitive species and genotypes
within species to adapt to or withstand
other environmental stresses, such as
freezing temperatures, pest infestations
and/or disease, and to compete for
available resources, would also be
anticipated to occur. In the long run, the
result of these impairments (e.g., loss in
vigor) could lead to premature plant
death in O3 sensitive species. Though
effects on other ecosystem components
have only been examined in isolated
cases, effects such as those described
above could have significant
implications for plant community and
associated species biodiversity and the
structure and function of whole
ecosystems.
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The Administrator recognizes that the
secondary standard is not meant to
protect against all known observed or
anticipated O3-related effects, but only
those that can reasonably be judged to
be adverse to the public welfare. In
considering what constitutes a
vegetation effect that is adverse from a
public welfare perspective, the
Administrator believes it is appropriate
to continue to rely on the definition of
‘‘adverse,’’ discussed in section IV.A.3
of the proposal, that imbeds the concept
of ‘‘intended use’’ of the ecological
receptors and resources that are
affected, and applies that concept
beyond the species level to the
ecosystem level.27 In so doing, the
Administrator has taken note of a
number of actions taken by Congress to
establish public lands that are set aside
for specific uses that are intended to
provide benefits to the public welfare,
including lands that are to be protected
so as to conserve the scenic value and
the natural vegetation and wildlife
within such areas, and to leave them
unimpaired for the enjoyment of future
generations. Such public lands that are
protected areas of national interest
include national parks and forests,
wildlife refuges, and wilderness areas.
Because O3-sensitive species are
generally found in such areas, and
because levels of O3 allowed by the
current secondary standard are
sufficient to cause known or anticipated
impairment that the Administrator
judges to be adverse to sensitive
vegetation and ecosystems in such
areas, the Administrator concludes that
it is appropriate to revise the secondary
standard, in part, to provide increased
protection against O3-caused
impairment to such protected vegetation
and ecosystems.
The Administrator further recognizes
that States, Tribes and public interest
groups also set aside areas that are
intended to provide similar benefits to
the public welfare, for residents on State
and Tribal lands, as well as for visitors
to those areas. Given the clear public
interest in and value of maintaining
these areas in a condition that does not
impair their intended use, and the fact
that many of these areas contain O3sensitive vegetation, the Administrator
further concludes that it is appropriate
to revise the secondary standard in part
to provide increased protection against
O3-caused impairment to vegetation and
ecosystems in such specially designated
areas.
27 The Administrator also recognizes that other
aspects of public welfare, as welfare is defined in
the CAA, may rely on concepts other than
‘‘intended use.’’
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The Administrator also recognizes
that O3-related effects on sensitive
vegetation occur in areas that have not
been afforded such special protections,
ranging from vegetation used for
residential or commercial ornamental
purposes, such as urban/suburban
landscaping, to land use categories that
are heavily managed for commercial
production of commodities such as
agricultural crops, timber, and
ornamental vegetation. For vegetation
used for residential or commercial
ornamental purposes, such as urban/
suburban landscaping, there are
indications that impairment to the
intended use of such vegetation can
occur from O3 exposures allowed by the
current standard. While the
Administrator believes that there is not
adequate information at this time to
establish a secondary standard based
specifically on impairment of urban/
suburban landscaping and other uses of
ornamental vegetation, he notes that a
secondary standard revised to provide
protection for sensitive natural
vegetation and ecosystems may also
provide some degree of protection for
such ornamental vegetation.
With respect to commercial
production of commodities, however,
the Administrator notes that judgments
about the extent to which O3-related
effects on commercially managed
vegetation are adverse from a public
welfare perspective are particularly
difficult to reach, given that what is
known about the relationship between
O3 exposures and agricultural crop yield
response derives largely from data
generated almost 20 years ago. The
Administrator recognizes that there is
substantial uncertainty at this time as to
whether these data remain relevant to
the majority of species and cultivars of
crops being grown in the field today. In
addition, the extensive management of
such vegetation may to some degree
mitigate potential O3-related effects. The
management practices used on these
lands are highly variable and are
designed to achieve optimal yields,
taking into consideration various
environmental conditions. Thus, while
the Administrator believes that a
secondary standard revised to provide
protection for sensitive natural
vegetation and ecosystems may also
provide some degree of additional
protection for heavily managed
commercial vegetation, the need for
such additional protection is uncertain.
Based on these considerations, and
taking into consideration the advice and
recommendations of CASAC, the
Administrator concludes that the
protection afforded by the current
secondary O3 standard is not sufficient
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and that the standard needs to be
revised to provide additional protection
from known and anticipated adverse
effects on sensitive natural vegetation
and sensitive ecosystems, and that such
a revised standard could also be
expected to provide additional
protection to sensitive ornamental
vegetation. The Administrator also
concludes that there is not adequate
information to establish a separate
secondary standard based on other
effects of O3 on public welfare. It is
important to note that these
conclusions, and the reasoning on
which they are based, do not address
the question of what specific revisions
to the current secondary standard are
appropriate. Addressing that question
requires looking specifically at the two
proposed options: establishing a new
standard defined in terms of a
cumulative, seasonal form, or revising
the current secondary standard by
making it identical to the revised
primary standard. These alternative
secondary standards are discussed in
the following section.
As highlighted below, the discussion
of public comments above indicates that
deciding the appropriate secondary
standard involves making a difficult
choice between two possible
alternatives, each with their strengths
and weaknesses. EPA’s decision, and
the reasons for it, are described in detail
above. In reaching this decision, there
has been a robust discussion within the
Administration of these same strengths
and weaknesses. As part of that process
EPA received a Memorandum on March
6, 2008 from Susan Dudley,
Administrator, Office of Information
and Regulatory Affairs, Office of
Management and Budget, indicating
various concerns over adopting a
cumulative, seasonal secondary
standard. Deputy Administrator Marcus
Peacock responded with a
Memorandum dated March 7, 2008
stating EPA’s views supporting adoption
of a cumulative, seasonal secondary
standard. On March 11, 2008, the
President ‘‘concluded that, consistent
with Administration policy, added
protection should be afforded to public
welfare by strengthening the secondary
ozone standard and setting it to be
identical to the new primary standard,
the approach adopted when ozone
standards were last promulgated. This
policy thus recognizes the
Administrator’s judgment that the
secondary standard needs to be adjusted
to provide increased protection to
public welfare and avoids setting a
standard lower or higher than is
necessary.’’ EPA’s decision therefore
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also reflects the view of the
Administration as to the most
appropriate secondary standard. While
the Administrator fully considered the
President’s views, the Administrator’s
decision, and the reasons for it, are
based on and supported by the record in
this rulemaking.
C. Conclusions on the Secondary O3
Standard
As an initial matter, EPA has
considered the indicator for a secondary
O3 standard. As discussed above in
section II.C.1 on the primary standard,
in the last review, EPA focused on a
standard for O3 as the most appropriate
surrogate for ambient photochemical
oxidants. In this review, while the
complex atmospheric chemistry in
which O3 plays a key role has been
highlighted, no alternatives to O3 have
been advanced as being a more
appropriate surrogate for ambient
photochemical oxidants and their
effects on vegetation. Thus, as is the
case for the primary standard, the
Administrator concludes that it is
appropriate to continue to use O3 as the
indicator for a standard that is intended
to address effects associated with
exposure to O3, alone and in
combination with related
photochemical oxidants. In so doing,
the Administrator recognizes that
measures leading to reductions in
vegetation exposures to O3 will also
reduce exposures to other
photochemical oxidants.
1. Staff Paper Evaluation
The current Criteria Document and
Staff Paper concluded that the recent
vegetation effects literature evaluated in
this review strengthens and reaffirms
conclusions made in the last review that
the use of a cumulative exposure index
that differentially weights ambient
concentrations is best able to relate
ambient exposures to vegetation
response at this time (EPA, 2006a, b).
The last review focused in particular on
two of these cumulative forms, the
SUM06 and W126 (EPA, 1996). Given
that the data available at that time were
unable to distinguish between these
forms, the Administrator, based on the
policy consideration of not including O3
concentrations considered to be within
the PRB, estimated to be between 0.03
and 0.05 ppm, concluded that the
SUM06 form would be the more
appropriate choice for a cumulative,
exposure index for a secondary
standard, though a cumulative form was
not adopted at that time.
In this review, the Staff Paper
evaluated the continued
appropriateness of the SUM06 form in
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light of two key pieces of information:
new estimates of PRB that are lower
than in the last review, and continued
lack of evidence within the vegetation
effects literature of a biological
threshold for vegetation exposures of
concern. On the basis of those policy
and science-related considerations, the
Staff Paper concluded that the W126
form was more appropriate in the
context of this review. Specifically, the
W126, by its incorporation of a
sigmoidal weighting function, does not
create an artificially imposed
concentration threshold, gives
proportionally more weight to the
higher and typically more biologically
potent concentrations, and is not
significantly influenced by O3
concentrations within the range of
estimated PRB.
The Staff Paper also considered that
in the 1997 final rule, the decision was
made, on the basis of both science and
policy considerations, to make the
secondary standard identical to the
primary standard (62 FR 38876). On the
basis of that history, the current Staff
Paper analyzed the degree of overlap
expected between alternative 8-hour
and cumulative seasonal secondary
standards using recent air quality
monitoring data. Based on the results,
the Staff Paper concluded that the
degree to which the current 8-hour
standard form and level would overlap
with areas of concern for vegetation
expressed in terms of the 12-hour W126
standard is inconsistent from year to
year and would depend greatly on the
level of the 12-hour W126 and 8-hour
standards selected and the distribution
of hourly O3 concentrations within the
annual and/or 3-year average period.
Thus, though the Staff Paper
recognized again that meeting the
current or alternative levels of the 8hour average standard could result in air
quality improvements that would
potentially benefit vegetation in some
areas, it urged caution be used in
evaluating the likely vegetation impacts
associated with a given level of air
quality expressed in terms of the 8-hour
average form in the absence of parallel
W126 information. This caution is due
to the concern that the analysis in the
Staff Paper may not be an accurate
reflection of the true situation in nonmonitored, rural counties due to the
lack of more complete monitor coverage
in many rural areas. Further, of the
counties that did not show overlap
between the two standard forms, most
were located in rural/remote high
elevation areas which have O3 air
quality patterns that are typically
different from those associated with
urban and near urban sites at lower
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elevations. Because the majority of such
areas are currently not monitored, it is
believed there are likely to be additional
areas that have similar air quality
distributions that would lead to the
same disconnect between forms. Thus,
the Staff Paper concluded that it
remains problematic to determine the
appropriate level of protection for
vegetation using an 8-hour average form.
2. CASAC Views
The CASAC, based on its assessment
of the same vegetation effects science,
agreed with the Criteria Document and
Staff Paper and unanimously concluded
that protection of vegetation from the
known or anticipated adverse effects of
ambient O3 ‘‘requires a secondary
standard that is substantially different
from the primary standard in averaging
time, level, and form,’’ i.e. not identical
to the primary standard for O3
(Henderson, 2007). Moreover, the
members of CASAC and a substantial
majority of the CASAC Panel agreed
with Staff Paper conclusions and
encouraged the Administrator to
establish an alternative cumulative
secondary standard for O3 and related
photochemical oxidants that is
distinctly different in averaging time,
form and level from the current or
potentially revised 8-hour primary
standard (Henderson, 2006c). The
CASAC Panel also stated that ‘‘the
recommended metric for the secondary
ozone standard is the (sigmoidally
weighted) W126 index’’ (Henderson,
2007).
3. Administrator’s Proposed
Conclusions
In EPA’s proposal, the Administrator
agreed with the conclusions drawn in
the Criteria Document, Staff Paper and
by CASAC that the scientific evidence
available in the current review
continues to demonstrate the
cumulative nature of O3-induced plant
effects and the need to give greater
weight to higher concentrations. Thus,
the Administrator proposed that a
cumulative exposure index that
differentially weights O3 concentrations
could represent a reasonable policy
choice for a seasonal secondary
standard to protect against the effects of
O3 on vegetation. The Administrator
further agreed with both the Staff Paper
and CASAC that the most appropriate
cumulative, concentration-weighted
form to consider in this review is the
sigmoidally weighted W126 form, due
to his recognition that there is no
evidence in the literature for an
exposure threshold that would be
appropriate across all O3-sensitive
vegetation and that this form is unlikely
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to be significantly influenced by O3 air
quality within the range of PRB levels
identified in this review. Thus, the
Administrator proposed as one option to
replace the current 8-hour average
secondary standard form with the
cumulative, seasonal W126 form.
The Administrator also proposed to
revise the current secondary standard by
making it identical to the proposed 8hour primary standard, which was
proposed to be within the range of 0.070
to 0.075 ppm. For this option, EPA also
solicited comment on a wider range of
8-hour standard levels, including levels
down to 0.060 ppm and up to the
current standard (i.e., effectively 0.084
ppm with the current rounding
convention). In putting forward such a
proposal, the Administrator focused on
the decision made in the last review,
and the rationale for that decision that
made the revised secondary standard
identical to the revised primary
standard.
4. Comments on the Secondary
Standard Options
Comments received following
proposal regarding revising the
secondary standard either to reflect a
new, cumulative form or by remaining
equal to a revised primary standard
generally fell into two groups. These
comments were similar to those raised
prior to the proposal during earlier
phases of the NAAQS review, as
summarized in the proposal notice and
highlighted below.
One group of commenters, including
the National Park Service,
Environmental Defense, NESCAUM,
NACAA, individual States, Tribal
Associations, and local environmental
organizations, asserted that the weight
of scientific evidence was unambiguous
with regard to the need for a cumulative
form, and specifically supported the
proposed W126 exposure index. For
example, New York State DEC
explained that ‘‘scientific research
recognizes that exposure-based indices
considering seasonal time period,
exposure duration, diurnal dynamics,
peak hourly ozone concentrations, and
cumulative effects are important when
assessing vegetation effects of ozone
exposure (Musselman et al., 2006). The
W126 exposure index has long been
recognized as a biologically meaningful
and useful way to summarize hourly
ozone data as a measure of ozone
exposure to vegetation (Lefohn et al.,
1989)’’. Similarly, Environmental
Defense stated ‘‘[f]or reasons amply
explained by CASAC and the Staff,
neither the existing secondary standard
for ozone nor the proposed primary
standards are requisite to protect against
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adverse welfare effects on vegetation
and forested ecosystems. CASAC and
Staff further amply justified the need for
a separate cumulative seasonal welfare
standard to protect against these effects,
rather than relying solely on the primary
standards to provide such protection.’’
The National Park Service (NPS)
comment provided additional support
to this view and more specifically stated
that ‘‘the NPS supports both the
conclusion that a seasonal, cumulative
metric is needed to protect vegetation,
and that the W126 is a more appropriate
metric than the SUM06.’’ EPA agrees
with these comments for the reasons
discussed above in sections IV.A.3 and
IV.B.2.a).
In addition to expressing strong
support for the W126 cumulative
seasonal form, commenters in this group
also expressed serious concerns with
EPA’s other proposed option of setting
the secondary standard equal to a
revised primary standard. For example,
NPS agreed with CASAC that ‘‘retaining
the current form of the 8-hour standard
for the secondary NAAQS is
inappropriate and inadequate for
characterizing ozone exposures to
vegetation.’’ NESCAUM stated ‘‘we also
strongly encourage EPA to avoid the
flawed rationale employed in the
previous 1997 ozone NAAQS review,
i.e., that many of the benefits of a
secondary NAAQS would be achieved if
the primary NAAQS were attained. This
rationale is flawed in at least two ways:
first, ozone damage to vegetation
persists in areas that attain the primary
NAAQS; and second, the relationship
between short-term 8-hour peak
concentrations and longer-term seasonal
aggregations is not constant, but varies
over space and time * * * as EPA notes
at 72 FR 37904. * * * EPA should set
a secondary NAAQS on its own
independent merits based on adverse
welfare effects. Real or perceived
relationships between primary and
secondary nonattainment areas are
irrelevant to setting the appropriate
form and level of the secondary
NAAQS.’’ Environmental Defense made
the argument that ‘‘[b]ecause there is no
rational connection between the
proposed primary standards and the
level of protection needed to protect
vegetation against adverse ozoneinduced welfare effects, any EPA
finding that the primary standards
would be sufficient for secondary
standards purposes would be
arbitrary.* * * The mere fact that the
primary might provide ancillary welfare
benefits does not satisfy the statute and
does not provide a rational basis for
concluding that the primary standards
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are also requisite to protect to [sic] any
adverse welfare effects.’’
The other set of commenters,
including UARG, API, Exxon-Mobil,
The Annapolis Center, ASL and
Associates, and AAM, did not support
adopting an alternative, cumulative
form for the secondary standard. Some
of these commenters, while agreeing
that ‘‘directionally a cumulative form of
the standard may better match the
underlying data,’’ believe that further
work is needed to determine whether a
cumulative exposure index for the form
of the secondary standard is requisite to
protect public welfare. These
commenters also restated concerns that
have been described above in section
IV.B.2 regarding the remaining
uncertainties associated with the
vegetation effects evidence and/or the
exposure, risk and benefits assessments.
They point to the uncertainties cited by
the Administrator in the 1997 review as
part of her rationale for deciding it was
not appropriate to move forward with a
seasonal secondary, and state that these
same uncertainties have not been
materially reduced in the current
review. These commenters also asserted
that EPA’s analysis of the impact of the
nation’s O3 control program for the 8hour standard on W126 exposures is not
scientifically sound due to the use of
low estimates of PRB and an arbitrary
rollback method that is uninformed by
atmospheric chemistry from
photochemical models. They argue that
EPA must first realistically evaluate the
total O3 reductions that would occur by
using a state-of-the-art photochemical
model and perform an analysis of the
exposure-response data to determine if
effects are observed for exposures which
do not exceed the 8-hour standard.
These commenters also stated that
without producing C–R functions for the
8-hour form of the standard, EPA has
failed to show that the current 8-hour
standard would provide less than
requisite protection. These commenters
asserted that substantial uncertainties
remain in this review, and that the
benefits of changing to a W126 form are
too uncertain to warrant revising the
form of the standard at this time.
This group of commenters also
addressed limitations associated with
selection of the W126 cumulative form.
Commenters asserted that: (1) The W126
form lacks a biological basis, since it is
merely a mathematical expression of
exposure that has been fit to specific
responses in OTC studies, such that its
relevance for real world biological
responses is unclear; (2) a flux-based
model would be a better choice than a
cumulative metric because it is an
improvement over the many limitations
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16499
and simplifications associated with the
cumulative form; however, there is
insufficient data to apply such a model
at present; (3) the European experience
with cumulative O3 metrics has been
disappointing and now Europeans are
working on their second level approach,
which will be flux-based; and (4) the
W126 form cannot provide nationally
uniform protection, as the same value of
an exposure index may relate to
different vegetation responses; some
commenters support adding a second
index that reflects the accumulation of
peaks at or above 0.10 ppm (called
N100).
5. Administrator’s Final Conclusions
In considering the appropriateness of
establishing a new standard defined in
terms of a cumulative, seasonal form, or
revising the current secondary standard
by making it identical to the revised
primary standard, the Administrator
took into account the approach used by
the Agency in the last review, the
conclusions of the Staff Paper, CASAC
advice, and the views of public
commenters. In giving careful
consideration to the approach taken in
the last review, the Administrator first
considered the Staff Paper analysis of
the projected degree of overlap between
counties with air quality expected to
meet the revised 8-hour primary
standard, set at a level of 0.075 ppm,
and alternative levels of a W126
standard based on currently monitored
air quality data. This analysis showed
significant overlap between the revised
8-hour primary standard and selected
levels of the W126 standard form being
considered, with the degree of overlap
between these alternative standards
depending greatly on the W126 level
selected and the distribution of hourly
O3 concentrations within the annual
and/or 3-year average period.28 On this
basis, as an initial matter, the
Administrator recognizes that a
secondary standard set identical to the
proposed primary standard would
provide a significant degree of
additional protection for vegetation as
compared to that provided by the
current secondary standard. In further
considering the significant uncertainties
that remain in the available body of
evidence of O3-related vegetation effects
and in the exposure and risk analyses
conducted for this review, and the
difficulty in determining at what point
various types of vegetation effects
become adverse for sensitive vegetation
and ecosystems, the Administrator
focused his consideration on a level for
28 EPA has done further analysis of the degree of
overlap, and that analysis is in the docket.
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an alternative W126 standard at the
upper end of the proposed range (i.e., 21
ppm-hours). The Staff Paper analysis
shows that at that W126 standard level,
there would be essentially no counties
with air quality that would be expected
both to exceed such an alternative W126
standard and to meet the revised 8-hour
primary standard—that is, based on this
analysis of currently monitored
counties, a W126 standard would be
unlikely to provide additional
protection in any areas beyond that
likely to be provided by the revised
primary standard.
The Administrator also recognizes
that the general lack of rural monitoring
data makes uncertain the degree to
which the revised 8-hour standard or an
alternative W126 standard would be
protective, and that there would be the
potential for not providing the
appropriate degree of protection for
vegetation in areas with air quality
distributions that result in a high
cumulative, seasonal exposure but do
not result in high 8-hour average
exposures. While this potential for
under-protection is clear, the number
and size of areas at issue and the degree
of risk is hard to determine. However,
such a standard would also tend to
avoid the potential for providing more
protection than is necessary, a risk that
would arise from moving to a new form
for the secondary standard despite
significant uncertainty in determining
the degree of risk for any exposure level
and the appropriate level of protection,
as well as uncertainty in predicting
exposure and risk patterns.
The Administrator also considered
the views and recommendations of
CASAC, and agrees that a cumulative,
seasonal standard is the most
biologically relevant way to relate
exposure to plant growth response.
However, as reflected in the public
comments, the Administrator also
recognizes that there remain significant
uncertainties in determining or
quantifying the degree of risk
attributable to varying levels of O3
exposure, the degree of protection that
any specific cumulative, seasonal
standard would produce, and the
associated potential for error in
determining the standard that will
provide a requisite degree of
protection—i.e., sufficient but not more
than what is necessary. Given these
significant uncertainties, the
Administrator concludes that
establishing a new secondary standard
with a cumulative, seasonal form at this
time would result in uncertain benefits
beyond those afforded by the revised
primary standard and therefore may be
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more than necessary to provide the
requisite degree of protection.
Based on his consideration of the full
range of views as described above, the
Administrator judges that the
appropriate balance to be drawn is to
revise the secondary standard to be
identical in every way to the revised
primary standard. The Administrator
believes that such a standard would be
sufficient to protect public welfare from
known or anticipated adverse effects,
and does not believe that an alternative
cumulative, seasonal standard is needed
to provide this degree of protection.
This judgment by the Administrator
appropriately considers the requirement
for a standard that is neither more nor
less stringent than necessary for this
purpose.
D. Final Decision on the Secondary O3
Standard
For the reasons discussed above, and
taking into account information and
assessments presented in the Criteria
Document and Staff Paper, the advice
and recommendations of the CASAC
Panel, and the public comments to date,
the Administrator has decided to revise
the existing 8-hour secondary standard.
Specifically, the Administrator is
revising the current standard by making
it identical to the revised primary
standard. Data handling conventions for
the secondary standard are the same as
for the primary standard, and are
specified in the new Appendix P that is
adopted, as discussed in section V
below. Issues related to the monitoring
requirements for the revised O3
secondary standard are discussed below
in section VI.
V. Creation of Appendix P—
Interpretation of the NAAQS for O3
This section presents EPA’s final
decisions regarding the addition of
Appendix P to 40 CFR part 50 on
interpreting the primary and secondary
NAAQS for O3. EPA did not propose to
address revocation of the existing 8hour standard in this rulemaking.
Therefore, EPA is retaining Appendix I
to 40 CFR part 50 in its current form. A
new Appendix P explains the
computations necessary for determining
when the new 8-hour primary and
secondary standards are met. More
specifically, Appendix P addresses data
completeness requirements, data
reporting and handling conventions,
and rounding conventions, and provides
example calculations.
In the proposal, two alternative
secondary standards were proposed: a 3month secondary standard expressed as
a cumulative peak-weighted index form;
or a standard set to be identical to the
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primary standard. For reasons stated
above, the Administrator has decided to
set the secondary standard to be
identical in all respects to the primary
standard. Therefore, the portions of the
proposed Appendix P providing data
handling procedures for a non-identical
secondary standard are not included in
the final rule.
Key elements of Appendix P are
outlined below.
A. General
As proposed, EPA is adding several
new definitions to section 1.0 and using
these definitions throughout Appendix
P.
B. Data Completeness
EPA proposed data completeness
requirements for the new Appendix P
for the revised 8-hour primary standard
that would be the same as those in
Appendix I applicable to the preexisting standard. To satisfy the data
completeness requirement, Appendix P
as proposed would require 90% data
completeness, on average, for the 3-year
period at a monitoring site, with no
single year within the period having less
than 75% data completeness. This data
completeness requirement applies only
during the required O3 monitoring
season and must be satisfied in order to
determine that the standard has been
met at a monitoring site. A site could be
found to violate the standard with less
than complete data. EPA concluded in
adopting these same data completeness
requirements in Appendix I in 1997 that
these proposed requirements are
reasonable based on its earlier analysis
of available air quality data that showed
that 90% of all monitoring sites that are
operated on a continuous basis
routinely meet this objective. EPA
received no comments on these
requirements, and the final Appendix P
includes them as proposed.
Appendix I and the proposed
Appendix P allow missing days to be
counted for the purpose of meeting the
data completeness requirements if
meteorological conditions on these
missing days were not conducive to
concentrations above the level of the
standard. Such determinations under
Appendix I and the proposed Appendix
P would be made on a case-by-case basis
using available evidence. In the
proposal, EPA specifically requested
comment on whether meteorological
data could provide an objective basis for
determining, for a day for which there
is missing data, that the meteorological
conditions were not conducive to high
O3 concentrations, and therefore, that
the day could be assumed to have an O3
concentration less than the level of the
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NAAQS. Further, the proposal
requested comments on whether days
assumed less than the level of the
standard should be counted as nonmissing when computing whether the
data completeness requirements have
been met at the site. The proposal
pointed out that this could allow a
determination of attainment which
would otherwise be precluded by the
75% and/or 90% completeness tests.
Most commenters supported the use of
meteorological data to establish that
missing days could be assumed to have
low O3 levels. However, no commenter
suggested any particular objective
criteria or formula for making such
determinations. Based on these
comments, EPA will continue to use the
current case-by-case approach as
proposed in Appendix P, as is the
current approach in Appendix I, to
count missing days when computing
whether the data completeness
requirement has been met for the
primary standard.
As noted above, because the
Administrator has decided to set the
secondary standard identical in all
respects to the primary standard, the
final Appendix P provides that its data
completeness requirements apply to
both standards.
C. Data Reporting and Handling and
Rounding Conventions
For reasons discussed above, the
Administrator has set the level of the
revised 8-hour primary and secondary
standards at 0.075 ppm. As explained in
the proposal, the level of the 8-hour
standard is expressed to the third
decimal place. Almost all State agencies
now report hourly O3 concentrations to
three decimal places, in ppm, or in a
format easily convertible to ppm, since
the typical incremental sensitivity of
currently used O3 monitors is 0.001
ppm. Consistent with the current
approach for computing 8-hour
averages, in calculating 8-hour average
O3 concentrations from hourly data, any
calculated digits beyond the third
decimal place would be truncated,
preserving the number of digits in the
reported data. In calculating 3-year
averages of the fourth highest maximum
8-hour average concentrations, digits to
the right of the third decimal place
would also be truncated, preserving the
number of digits in the reported data.
Analyses discussed in the Staff Paper
demonstrated that taking into account
the precision and bias in 1-hour O3
measurements, the 8-hour design value
has an uncertainty of approximately
0.001 ppm. Truncating both the
individual 8-hour averages used to
determine the annual fourth maximum
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as well as the 3-year average of the
fourth maxima to the third decimal
place is consistent with the approach
used in Appendix I for the previous 8hour O3 standard. In the proposal, EPA
sought comment on the appropriateness
of rounding rather than truncating to the
third decimal place as well as the
scientific validity of truncating the 3year average and the policy reasons
behind either truncating or rounding the
3-year average to the third decimal
place. Many of the comments EPA
received on the rounding/truncation
issue in effect were comments that
supported expressing the level of the
NAAQS to either the second or third
decimal place. These comments are
addressed in the Response to Comment
document. EPA continues to believe the
conclusions from the Staff paper
regarding monitor precision and error
propagation when calculating 8-hour O3
averages are appropriate. EPA has
decided to continue to truncate, as done
in Appendix I, and this approach is
included in the final Appendix P.
As discussed above in section II.C.3,
EPA is setting an 8-hour standard
extending to three decimal places.
Given that both the standard and the
calculated value of the 3-year average of
the fourth highest maximum 8-hour O3
concentration are expressed to three
decimal places, the two values can be
compared directly.
As noted above, because the
Administrator has decided to set the
secondary standard identical in all
respects to the primary standard, the
same data reporting and handling and
rounding conventions will apply to
both.
VI. Ambient Monitoring Related to
Revised O3 Standards
As noted in the O3 NAAQS proposal
(see 72 FR 37906), EPA did not propose
any specific changes to existing
requirements for monitoring of O3 in the
ambient air. However, comment was
invited on a number of specific issues
which were expected to be of
significance in the event that one or
more of the O3 NAAQS was revised.
Comments were received from Federal
agencies, State monitoring agencies,
State organizations, environmental
organizations, and industrial trade
associations. As noted elsewhere in this
rulemaking, EPA is finalizing changes to
both the primary and secondary O3
NAAQS. In light of these revisions, EPA
intends to issue a monitoring rule to
address the issues identified in the
proposal, as well as other issues raised
in the comments. EPA intends to issue
a proposed monitoring rule in June 2008
and a final rule by March 2009. In
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recognition of the comments received
on the proposed O3 standards and to
provide EPA’s initial thinking on O3
specific monitoring rule amendments,
we offer the following observations. The
following paragraphs also point out one
way in which some State/local
monitoring agencies might need to make
changes to their O3 monitoring network
as a result of the revision to the primary
and secondary O3 NAAQS, based on the
existing minimum monitoring
requirements including a factor based
on the comparison of design value to the
O3 NAAQS (see 71 FR 61318). The
following text explains why an
amendment to the monitoring
regulations is not required to trigger
these increased O3 monitoring
requirements.
Presently, States (including the
District of Columbia, Puerto Rico, and
the Virgin Islands, and including local
agencies when so delegated by the State)
are required to operate minimum
numbers of EPA-approved O3 monitors
based on the population of each of their
Metropolitan Statistical Areas (MSA)
and the most recently measured O3
levels in each area. These requirements
are contained in 40 CFR part 58
Appendix D, Network Design Criteria
for Ambient Air Quality Monitoring,
Table D–2. These requirements were last
revised on October 17, 2006 as part of
a comprehensive review of ambient
monitoring requirements for all criteria
pollutants. (See 71 FR 61236).
The minimum number of monitors
required in an MSA ranges from zero
(for an area with population under
350,000 and no recent history of an O3
design value greater than 85 percent of
the NAAQS) to four (for an area with
population greater than 10 million and
an O3 design value greater than 85
percent of the NAAQS). Because these
requirements apply at the MSA level,
large urban areas consisting of multiple
MSAs can require more than four
monitors. In total, about 400 monitors
are required in MSAs, but about 1100
are actually operating in MSAs because
most States operate more than the
minimum required number of monitors.
As noted above, the requirements
listed in Table D–2 of 40 CFR part 58
Appendix D are based on the percentage
of the O3 NAAQS, with a design value
breakpoint at 85 percent of the NAAQS.
For an MSA of a given population size,
there are a greater number of required
monitors when the design value is
greater than or equal to 85 percent of the
O3 NAAQS compared with MSAs that
have a design value of less than 85
percent of the O3 NAAQS. At the preexisting level of 0.084 ppm for the 8hour primary and secondary standards,
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an 8-hour O3 design value of 0.068 ppm
would trigger such increased minimum
monitoring requirements for an MSA.29
With the decision to revise the 8-hour
primary and secondary standards to a
level of 0.075 ppm, the 8-hour O3 design
value that will trigger increased
minimum monitoring requirements for
an MSA has decreased from 0.068 ppm
to 0.064 ppm. Therefore, MSAs with 8hour design values between 0.064 ppm
and 0.067 ppm are now required to
increase the number of monitors
operating to meet minimum
requirements based on existing
monitoring requirements.30 In practice,
however, virtually all of these areas
already are operating at least as many
monitors as required based on the
revised primary standard, so the number
of new monitors that are needed (or
needed to be moved from a location of
excess monitors) is negligible to meet
the existing minimum requirements.
About 100 MSAs with populations
less than 350,000 presently are without
any O3 monitors, and hence they do not
have an O3 design value for use with
Table D–2. These unmonitored MSAs
are not required to add monitors.
Commenters from State monitoring
agencies and State organizations
expressed concern that these current
requirements ignore the needs that
States and localities will have for
additional monitors to measure O3
levels in currently under-monitored
areas and, in particular, in unmonitored
areas with populations under 350,000.
They stated that unless this deficiency
is corrected, the health benefits of EPA’s
O3 NAAQS revision would likely be
limited to those living in Metropolitan
Statistical Areas (MSAs) having
populations of more than 350,000. Other
commenters noted the difficulty in
defining the boundaries of new
attainment/non-attainment areas
without additional monitoring in the
MSAs below 350,000.
EPA recognizes that the issues raised
by the commenters are important. EPA
intends to address these issues as part
of its proposed monitoring rule.
In relation to the proposed secondary
standard options, EPA invited comment
on whether, where, and how monitoring
in rural areas specifically focused on the
secondary NAAQS should be required.
As noted in the O3 NAAQS proposal
and described earlier in this section,
existing O3 monitoring requirements
29 Calculated as 85 percent of 0.08 ppm, per the
stated level of the pre-existing 8-hour primary and
secondary standards.
30 Approximately 16 MSAs that are subject to
minimum monitoring requirements have 8-hour
design values between 0.064 ppm and 0.067 ppm
based on an analysis of 2004–2006 ambient O3 data.
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and current State monitoring practices
are primarily oriented towards
protecting against health effects in
people and therefore the primary
NAAQS. This accounts for the current
focus of the monitoring requirements on
urban areas, where large populations
reside, in which significant emissions of
O3 -forming precursors are found, and
where O3 concentrations of concern are
likely to occur.
There are no EPA requirements for O3
monitoring in less populated areas
outside of MSA boundaries or in rural
areas. However, at present there are
about 250 O3 monitors in counties that
are not part of MSAs. These monitors
are operated by State, local, and tribal
monitoring agencies for a variety of
objectives including the assessment of
O3 transport and the support of research
programs including studies of
atmospheric chemistry and ecosystem
impacts. Additionally, EPA operates a
network of about 56 O3 monitors as part
of its Clean Air Status and Trends
Network (CASTNET). The National Park
Service (NPS) operates about 27
monitors at other CASTNET sites. On an
overall basis, the spatial density of nonurban O3 monitors is relatively high in
the eastern one-third of the U.S. and in
California, with significant gaps in
coverage elsewhere across the country.
Some commenters expressed concern
about the quality assurance practices at
CASTNET sites with regard to certain
aspects of O3 monitoring. They
recommended that EPA upgrade such
practices to meet the 40 CFR part 58
Appendix A quality assurance
requirements already followed by the
States so that the resulting data could be
used in assessing compliance with the
revised secondary standard. EPA notes
that such upgrades have been completed
at some of the CASTNET sites, and that
such upgrades will be completed at all
CASTNET sites by 2009. EPA notes that
the resulting O3 ambient data from the
upgraded sites will meet Appendix A
requirements as is presently the case for
O3 data from State operated monitors
and NPS monitors. These data will be
deemed acceptable for NAAQScomparison objectives and available in
the AQS database beginning in 2008.
Most commenters noted the relative
lack of rural O3 monitors, stating that
EPA should consider adding monitoring
requirements that support a revised
secondary O3 standard by requiring O3
monitors in locations that contain O3sensitive plants or ecosystems. These
commenters also noted that the
placement of current O3 monitors may
not be appropriate for evaluating
vegetation exposure since many of these
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monitors were likely located to meet
other objectives.
In light of the Administrator’s
decision to revise the 8-hour secondary
standard, EPA believes that it is
appropriate to consider whether the
existing urban-based monitoring
requirements described elsewhere in
this section are adequate and
appropriate to characterize the exposure
in more rural areas where O3-sensitive
plant species and more sensitive
ecosystems exist and where resulting
vegetation damage would adversely
affect land usage. Such areas would
likely include public lands that are
protected areas of national interest (e.g.,
national parks, wilderness areas).
In consideration of the spatial gaps
that currently exist in the rural ozone
monitoring network, and to the extent
that the existence of such gaps has
contributed to the overall uncertainty
that exists in the level of protection that
would be provided by the revised
secondary standard, EPA believes that
there is merit in considering whether
additional monitoring requirements in
certain rural areas would help support
ongoing ecosystem research studies as
well as future reviews of the O3 NAAQS
by providing a more robust data set with
which to assess the relationship of
vegetation damage to O3 concentrations.
Accordingly, as part of its separate
monitoring rulemaking, EPA intends to
consider specific requirements for a
minimum number of rural monitors per
State, with detailed rule language to
ensure that States locate such monitors
in appropriate areas. For example, these
areas could include Federal, State, or
Tribal lands characterized by areas of
sensitive vegetation species subject to
visible foliar injury, seedling and
mature tree biomass loss, and other
adverse impacts to a degree that could
be considered adverse depending on the
intended use of the plant and its
significance to the public welfare. EPA
is also considering recommending that
States and Tribes employ other
quantitative tools, such as
photochemical modeling and/or the
spatial interpolation of ambient data
from existing O3 monitors, to determine
the adequacy of existing locations of
rural monitors and to inform the
locations of new or relocated monitors
that might be required to meet revised
rural minimum monitoring
requirements.
Finally, EPA solicited comment on
the issue of O3 monitoring seasons.
Unlike the year-round monitoring
required for other criteria pollutants, the
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required O3 monitoring seasons 31 vary
in length due to the inter-relationship of
O3-forming photochemical activity with
ambient temperature, strength of solar
insolation, and length of day. For
example, in States with colder climates
such as Montana and South Dakota, the
O3 season has a length of 4 months. In
States with warmer climates such as
California, Nevada, and Arizona, the O3
season has a length of 12 months.
With the decision to revise the 8-hour
primary standard to a level of 0.075
ppm, and to set the secondary standard
identical in all respects to the primary
standard, the issue arises of whether in
some areas the required O3 monitoring
season should be made longer. EPA
notes that under the existing
regulations, the Regional Administrator
may approve State-requested deviations
from the established O3 monitoring
season, but EPA may not increase the
length of the season for an area at EPA’s
own initiative other than by notice and
comment rulemaking.
EPA has done a preliminary analysis
of 2004–2006 ambient data to address
the issue of whether extensions of
currently required O3 monitoring
seasons are appropriate in light of the
revised level for the primary and
secondary O3 standards and the revised
breakpoints for the AQI. The results of
the analysis demonstrated that out-ofseason exceedances of the revised level
occurred in eight States during the
study period. Additionally, the
frequency of days with O3
concentrations that reached the revised
Moderate AQI category (based on a
breakpoint of 0.060 ppm) was much
greater compared with the frequency of
days with concentrations that reached
the pre-existing Moderate AQI category
(based on a breakpoint of 0.065 ppm).
This increased frequency of days with
Moderate AQI levels was noted to occur
during periods before and after the
currently required O3 seasons.
Based on these preliminary analyses,
EPA intends to consider changes to the
length of the required O3 season for the
coming monitoring rulemaking. Such
changes could be based solely on the
frequency of exceedances of the revised
primary and secondary standards, or
could also consider the frequency of
concentrations in the Moderate category
of the AQI.
A. Future Implementation Steps
In today’s rule, EPA is replacing the
existing (1997) standards with revised
1. Designations
After EPA establishes or revises a
NAAQS, the CAA requires EPA and
States to begin taking steps to ensure
that the new or revised standards are
met. The first step is to identify areas of
the country that do not attain the new
or revised standards, or that contribute
to violations of the new or revised
standards. Section 107(d)(1) provides
‘‘By such date as the Administrator may
reasonably require, but not later than 1
year after promulgation of a new or
revised national ambient air quality
standard for any pollutant under section
109, the Governor of each State shall
* * * submit to the Administrator a list
of all areas (or portions thereof) in the
State’’ that designates those areas as
non-attainment, attainment, or
unclassifiable. Section 107(d)(1)(B)(i)
further provides, ‘‘Upon promulgation
or revision of a national ambient air
quality standard, the Administrator
shall promulgate the designations of all
areas (or portions thereof) * * * as
expeditiously as practicable, but in no
case later than 2 years from the date of
promulgation. Such period may be
extended for up to one year in the event
the Administrator has insufficient
information to promulgate the
designations.’’
The term ‘‘promulgation’’ has been
interpreted by the courts to be signature
and dissemination of a rule.32 As noted
above, the CAA requires EPA to
establish a deadline for the States’
submission of the designation
recommendations, but under the CAA,
it can be no later than March 12, 2009,
one year after the promulgation of this
rule. Therefore, Governors of States
should submit their designation
recommendations to EPA no later than
March 12, 2009. EPA’s promulgation of
designations must occur no later than
March 12, 2010, although that date may
be extended by up to one year under the
CAA (no later than March 12, 2011) if
EPA has insufficient information to
promulgate the designations.
31 See 40 CFR Part 58 Appendix D, section 2.5 for
a table of required O3 seasons.
32 American Petroleum Institute v. Costle, 609
F.2d 20 (D.C. Cir. 1979).
VII. Implementation and Related
Control Requirements
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primary and secondary O3 standards.
However, the 1997 standards—and the
implementation rules for those
standards—will remain in place for
implementation purposes as EPA
undertakes rulemaking to address the
transition from the 1997 O3 standards to
the 2008 O3 standards. States are
required to continue to develop and
implement their State Implementation
Plans (SIPs) for the 1997 standards as
they begin the process of recommending
designations for the 2008 standards.
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EPA intends to provide additional
guidance to the States concerning the
technical considerations for establishing
boundaries for designated areas. For the
revised primary and secondary
standards, we anticipate relying on past
O3 designation guidance issued by EPA
prior to the designations for the 1997 O3
standards.33 We anticipate working
closely with State air agencies and
Tribes on establishing new guidance on
designations, if needed.
2. State Implementation Plans
CAA section 110 provides the general
requirements for SIPs. Within 3 years
after the promulgation of new or revised
NAAQS (or such shorter period as the
Administrator may prescribe) each State
must adopt and submit ‘‘infrastructure’’
SIPs to EPA to address the requirements
of section 110(a)(1). Thus, States should
submit these SIPs no later than March
12, 2011. These ‘‘infrastructure SIPs’’
provide assurances of State resources
and authorities, and establish the basic
State programs, to implement, maintain,
and enforce new or revised standards.
In addition to the infrastructure SIPs,
which apply to all States, CAA title I,
part D outlines the State requirements
for achieving clean air in designated
nonattainment areas. These
requirements include timelines for
when designated nonattainment areas
must attain the standards, deadlines for
developing SIPs that demonstrate how
the State will ensure attainment of the
standards, and specific emissions
control requirements. EPA plans to
address how these requirements, such
as attainment demonstrations and
attainment dates, reasonable further
progress, new source review,
conformity, and other implementation
requirements, apply to the revised O3
NAAQS in a proposed rulemaking in
Fall 2008. Also in that rulemaking EPA
will establish deadlines for submission
of nonattainment area SIPs but
anticipates that the deadlines will be no
later than 3 years after final designation.
Depending on the classification of an
area, the SIP must provide for
attainment within 3 years (for areas
classified marginal) to 20 years (for
areas classified extreme) after final
designations.
3. Trans-boundary Emissions
Cross border O3 contributions from
within North America (Canada and
Mexico) entering the U.S. are generally
thought to be small. Section 179B of the
33 Memorandum of March 28, 2000 from John
Seitz, ‘‘Boundary Guidance on Air Quality
Designations for the 8-Hour Ozone National
Ambient Air Quality Standards (NAAQS or
Standard).’’
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Clean Air Act allows designated
nonattainment areas to petition EPA to
consider whether such a locality might
have met a clean air standard ‘‘but for’’
cross border contributions. To date, few
areas have petitioned EPA under this
authority. The impact of foreign
emissions on domestic air quality in the
United States is a challenging and
complex problem to assess. EPA is
engaged in a number of activities to
improve our understanding of
international transport. As work
progresses on these activities, EPA will
be able to better address the
uncertainties associated with transboundary flows of air pollution and
their impacts.
4. Monitoring Requirements
As discussed more fully in section VI,
EPA intends, in light of the revisions of
the O3 standards, to issue a monitoring
rule to address a variety of monitoringrelated issues identified in the preamble
to the proposed rule or in comments
received by the Agency on the proposal.
EPA intends to issue a proposed
monitoring rule in June 2008 and a final
rule by March 2009.
B. Related Control Requirements
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The man-made oxides of nitrogen
(NOX) and volatile organic carbon (VOC)
emissions that contribute to O3
formation in the United States come
from a variety of source categories,
including mobile sources, industrial
processes, area-wide sources (which
include consumer and commercial
products), and the electric power
industry.34 Emissions from natural
sources, such as trees and wildfires can
also constitute a significant portion of
total VOC emissions in certain regions
of the country, especially during the O3
season. Natural sources such as
wildfires, lightning, and soils also emit
NOX. Emissions of VOCs and NOX from
these sources are considered natural
background emissions.35
34 National Emission Inventory posted at the
following Web site: https://www.epa.gov/ttn/chief/
trends/.
35 In some cases natural emissions may cause or
significantly contribute to violations of the ozone
standard. EPA has issued rules that address how
these ‘‘exceptional events’’ can be discounted in
regulatory determinations. The Exceptional Events
Rule (72 FR 13560 (March 22, 2007) implements
CAA section 319(b)(3)(B) and section 107(d)(3)
authority to exclude air quality monitoring data
from regulatory determinations related to
exceedances or violations of the National Ambient
Air Quality Standards (NAAQS). If an event is
determined by EPA to be a qualifying exceptional
event, the affected area may avoid being designated
as nonattainment, being redesignated as
nonattainment, or being reclassifed to a higher
classification. The requirements for demonstrating
that elevated ozone levels are the result of a
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EPA has developed new emissions
standards for many types of stationary
sources and for nearly every class of
mobile sources in the last decade to
reduce O3 by decreasing emissions of
NOX and VOC. These programs
complement State and local efforts to
improve air quality and to meet the
national O3 standards. Under the
Federal Motor Vehicle Control Program
(FMVCP, see title II of the CAA, 42
U.S.C. 7521–7574), EPA has established
new emissions standards for nearly
every type of automobile, truck, bus,
motorcycle, earth mover, and aircraft
engine, and for the fuels used to power
these engines. Also, EPA established
new standards for the smaller engines
used in small watercraft, lawn and
garden equipment. Recently, EPA
proposed new standards for locomotive
and marine diesel engines. Vehicles and
engines are replaced over time with
newer, cleaner models. In time, these
programs will yield substantial
emissions reductions. Emissions
reductions associated with fuel
programs generally begin as soon as a
new fuel is available.
The reduction of VOC emissions from
industrial processes and consumer and
commercial product categories has been
achieved either directly or indirectly
through implementation of control
technology standards, including
reasonably available control technology,
best available control technology, and
maximum achievable control
technology standards; or is anticipated
due to proposed or upcoming proposals
based on generally available control
technology or best available controls
under provisions related to consumer
and commercial products. These
standards have resulted in VOC
emissions reductions of almost a million
tons per year accumulated starting in
1997 from a variety of sources including
combustion sources, coating categories,
and chemical manufacturing. In 2006
and 2007, EPA issued national rules and
control techniques guidelines for
control of VOC emissions from 10
categories of consumer and commercial
products. EPA is currently working to
finalize new Federal rules, or
amendments to existing rules, intended
to establish new nationwide VOC
content limits for several categories of
consumer and commercial products,
including aerosol coatings, architectural
and industrial maintenance coatings,
and household and institutional
commercial products. EPA anticipates
that final rules addressing emissions
qualifying exceptional event are provided in the
Exceptional Events Rule.
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from these sources will take effect in
2009.
Fuel combustion is one of the largest
anthropogenic sources of emissions of
NOX in the United States. Power
industry emission sources include large
electric generating units and some large
industrial boilers and turbines. The
EPA’s landmark Clean Air Interstate
Rule (CAIR), issued on March 10, 2005,
permanently caps power industry
emissions of NOX in the eastern United
States. The first phase of the cap begins
in 2009, and a lower second phase cap
begins in 2015. By 2015, EPA projects
that the CAIR and other programs in the
Eastern U.S. will reduce power industry
annual NOX emissions in that region by
about 60 percent from 2003 levels.
With respect to agricultural sources,
the U.S. Department of Agriculture
(USDA) has recommended conservation
systems and activities that can reduce
agricultural emissions of NOX and VOC.
Current practices that may reduce
emissions of NOX and VOC include
engine replacement programs,
management of pesticide applications,
and manure management techniques.
The EPA recognizes that USDA has been
working with the agricultural
community to plan conservation
systems and activities to manage
emissions of O3 precursors.
These conservation systems and
activities can be voluntarily adopted in
areas where mitigation of O3 precursors
have been identified as an air quality
concern through the use of incentives
provided to the agricultural producer. In
cases where the States need these
measures to attain the O3 standards,
agricultural producers could choose to
adopt these measures. The EPA will
continue to work with USDA on
planning the implementation of these
conservation systems and activities in
order to identify and/or improve
mitigation efficiencies, prioritize their
adoption, and ensure that appropriate
criteria are used for identifying the most
effective application of conservation
systems and activities.
The EPA will work together with
USDA and with States to identify
appropriate measures to meet the
primary and secondary standards,
including site-specific conservation
systems and activities. Based on prior
experience identifying conservation
measures and practices to meet the PM
NAAQS requirements, the EPA will use
a similar process to identify measures
that could meet the O3 requirements.
The EPA anticipates that certain USDAapproved conservation systems and
activities that reduce agricultural
emissions of NOX and VOC may be able
to satisfy the requirements for
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applicable sources to implement
reasonably available control measures
for purposes of attaining the primary
and secondary O3 NAAQS.
VIII. Statutory and Executive Order
Reviews
A. Executive Order 12866: Regulatory
Planning and Review
Under section 3(f)(1) of Executive
Order (EO) 12866 (58 FR 51735, October
4, 1993), this action is an ‘‘economically
significant regulatory action’’ because it
is likely to have an annual effect on the
economy of $100 million or more.
Accordingly, EPA submitted this action
to the Office of Management and Budget
(OMB) for review under EO 12866 and
any changes made in response to OMB
recommendations have been
documented in the docket for this
action. In addition, EPA prepared an
analysis of the potential costs and
benefits associated with this action.
This analysis is contained in the Final
Ozone NAAQS Regulatory Impact
Analysis, March 2008 (henceforth,
‘‘RIA’’). A copy of the analysis is
available in the RIA docket (EPA–HQ–
OAR–2007–0225) and the analysis is
briefly summarized here. The RIA
estimates the costs and monetized
human health and welfare benefits of
attaining three alternative O3 NAAQS
nationwide. Specifically, the RIA
examines the alternatives of 0.079 ppm,
0.075 ppm, 0.070 ppm, and 0.065 ppm.
The RIA contains illustrative analyses
that consider a limited number of
emissions control scenarios that States
and Regional Planning Organizations
might implement to achieve these
alternative O3 NAAQS. However, the
CAA and judicial decisions make clear
that the economic and technical
feasibility of attaining ambient
standards are not to be considered in
setting or revising NAAQS, although
such factors may be considered in the
development of State plans to
implement the standards. Accordingly,
although a RIA has been prepared, the
results of the RIA have not been
considered in issuing this final rule.
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B. Paperwork Reduction Act
This action does not impose an
information collection burden under the
provisions of the Paperwork Reduction
Act, 44 U.S.C. 3501 et seq. There are no
information collection requirements
directly associated with the
establishment of a NAAQS under
section 109 of the CAA.
Burden means the total time, effort, or
financial resources expended by persons
to generate, maintain, retain, or disclose
or provide information to or for a
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Federal agency. This includes the time
needed to review instructions; develop,
acquire, install, and utilize technology
and systems for the purposes of
collecting, validating, and verifying
information, processing and
maintaining information, and disclosing
and providing information; adjust the
existing ways to comply with any
previously applicable instructions and
requirements; train personnel to be able
to respond to a collection of
information; search data sources;
complete and review the collection of
information; and transmit or otherwise
disclose the information.
An agency may not conduct or
sponsor, and a person is not required to
respond to a collection of information
unless it displays a currently valid OMB
control number. The OMB control
numbers for EPA’s regulations in 40
CFR are listed in 40 CFR part 9.
C. Regulatory Flexibility Act
The Regulatory Flexibility Act (RFA)
generally requires an agency to prepare
a regulatory flexibility analysis of any
rule subject to notice and comment
rulemaking requirements under the
Administrative Procedure Act or any
other statute unless the agency certifies
that the rule will not have a significant
economic impact on a substantial
number of small entities. Small entities
include small businesses, small
organizations, and small governmental
jurisdictions.
For purposes of assessing the impacts
of this rule on small entities, small
entity is defined as: (1) A small business
that is a small industrial entity as
defined by the Small Business
Administration’s (SBA) regulations at 13
CFR 121.201; (2) a small governmental
jurisdiction that is a government of a
city, county, town, school district or
special district with a population of less
than 50,000; and (3) a small
organization that is any not-for-profit
enterprise which is independently
owned and operated and is not
dominant in its field.
After considering the economic
impacts of this final rule on small
entities, I certify that this action will not
have a significant economic impact on
a substantial number of small entities.
This final rule will not impose any
requirements on small entities. Rather,
this rule establishes national standards
for allowable concentrations of O3 in
ambient air as required by section 109
of the CAA. American Trucking Ass’ns
v. EPA, 175 F. 3d 1027, 1044–45 (D.C.
cir. 1999) (NAAQS do not have
significant impacts upon small entities
because NAAQS themselves impose no
regulations upon small entities).
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D. Unfunded Mandates Reform Act
Title II of the Unfunded Mandates
Reform Act of 1995 (UMRA), Public
Law 104–4, establishes requirements for
Federal agencies to assess the effects of
their regulatory actions on State, local,
and Tribal governments and the private
sector. Under section 202 of the UMRA,
EPA generally must prepare a written
statement, including a cost-benefit
analysis, for proposed and final rules
with ‘‘Federal mandates’’ that may
result in expenditures to State, local,
and Tribal governments, in the
aggregate, or to the private sector, of
$100 million or more in any one year.
Before promulgating an EPA rule for
which a written statement is needed,
section 205 of the UMRA generally
requires EPA to identify and consider a
reasonable number of regulatory
alternatives and to adopt the least
costly, most cost-effective or least
burdensome alternative that achieves
the objectives of the rule. The
provisions of section 205 do not apply
when they are inconsistent with
applicable law. Moreover, section 205
allows EPA to adopt an alternative other
than the least costly, most cost-effective
or least burdensome alternative if the
Administrator publishes with the final
rule an explanation why that alternative
was not adopted. Before EPA establishes
any regulatory requirements that may
significantly or uniquely affect small
governments, including Tribal
governments, it must have developed
under section 203 of the UMRA a small
government agency plan. The plan must
provide for notifying potentially
affected small governments, enabling
officials of affected small governments
to have meaningful and timely input in
the development of EPA regulatory
proposals with significant Federal
intergovernmental mandates, and
informing, educating, and advising
small governments on compliance with
the regulatory requirements.
This final rule contains no Federal
mandates (under the regulatory
provisions of Title II of the UMRA) for
State, local, or Tribal governments or
the private sector. The rule imposes no
new expenditure or enforceable duty on
any State, local or Tribal governments or
the private sector, and EPA has
determined that this rule contains no
regulatory requirements that might
significantly or uniquely affect small
governments. Furthermore, as indicated
previously, in setting a NAAQS EPA
cannot consider the economic or
technological feasibility of attaining
ambient air quality standards, although
such factors may be considered to a
degree in the development of State
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plans to implement the standards. See
also American Trucking Ass’ns v. EPA,
175 F. 3d at 1043 (noting that because
EPA is precluded from considering costs
of implementation in establishing
NAAQS, preparation of a Regulatory
Impact Analysis pursuant to the
Unfunded Mandates Reform Act would
not furnish any information which the
court could consider in reviewing the
NAAQS). Thus, this rule is not subject
to the requirements of sections 202 and
205 of the UMRA. EPA has determined
that this rule contains no regulatory
requirements that might significantly or
uniquely affect small governments.
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E. Executive Order 13132: Federalism
Executive Order 13132, entitled
‘‘Federalism’’ (64 FR 43255, August 10,
1999), requires EPA to develop an
accountable process to ensure
‘‘meaningful and timely input by State
and local officials in the development of
regulatory policies that have federalism
implications.’’ ‘‘Policies that have
federalism implications’’ is defined in
the Executive Order to include
regulations that have ‘‘substantial direct
effects on the States, on the relationship
between the national government and
the States, or on the distribution of
power and responsibilities among the
various levels of government.’’
This final rule does not have
federalism implications. It will not have
substantial direct effects on the States,
on the relationship between the national
government and the States, or on the
distribution of power and
responsibilities among the various
levels of government, as specified in
Executive Order 13132. The rule does
not alter the relationship between the
Federal government and the States
regarding the establishment and
implementation of air quality
improvement programs as codified in
the CAA. Under section 109 of the CAA,
EPA is mandated to establish NAAQS;
however, CAA section 116 preserves the
rights of States to establish more
stringent requirements if deemed
necessary by a State. Furthermore, this
rule does not impact CAA section 107
which establishes that the States have
primary responsibility for
implementation of the NAAQS. Finally,
as noted in section E (above) on UMRA,
this rule does not impose significant
costs on State, local, or Tribal
governments or the private sector. Thus,
Executive Order 13132 does not apply
to this rule.
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F. Executive Order 13175: Consultation
and Coordination With Indian Tribal
Governments
Executive Order 13175, entitled
‘‘Consultation and Coordination with
Indian Tribal Governments’’ (65 FR
67249, November 9, 2000), requires EPA
to develop an accountable process to
ensure ‘‘meaningful and timely input by
tribal officials in the development of
regulatory policies that have tribal
implications.’’ This final rule does not
have Tribal implications, as specified in
Executive Order 13175. It does not have
a substantial direct effect on one or
more Indian Tribes, since Tribes are not
obligated to adopt or implement any
NAAQS. Thus, Executive Order 13175
does not apply to this rule.
Although Executive Order 13175 does
not apply to this rule, EPA contacted
Tribal environmental professionals
during the development of this rule.
EPA staff participated in the regularly
scheduled Tribal Air call sponsored by
the National Tribal Air Association
during the spring of 2007 as the
proposal was under development. EPA
specifically solicited additional
comment on the proposed rule from
Tribal officials. Comments from Tribal
officials on the proposed rule are
summarized in the Response to
Comments document.
G. Executive Order 13045: Protection of
Children From Environmental Health &
Safety Risks
Executive Order 13045, ‘‘Protection of
Children from Environmental Health
Risks and Safety Risks’’ (62 FR 19885,
April 23, 1997) applies to any rule that:
(1) Is determined to be ‘‘economically
significant’’ as defined under Executive
Order 12866, and (2) concerns an
environmental health or safety risk that
EPA has reason to believe may have a
disproportionate effect on children. If
the regulatory action meets both criteria,
the Agency must evaluate the
environmental health or safety effects of
the planned rule on children, and
explain why the planned regulation is
preferable to other potentially effective
and reasonably feasible alternatives
considered by the Agency.
This final rule is subject to Executive
Order 13045 because it is an
economically significant regulatory
action as defined by Executive Order
12866, and we believe that the
environmental health risk addressed by
this action may have a disproportionate
effect on children. Accordingly, we have
evaluated the environmental health or
safety effects of exposure to O3 pollution
among children. These effects and the
size of the population affected are
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summarized in section 8.7 of the
Criteria Document and section 3.6 of the
Staff Paper, and the results of our
evaluation of the effects of O3 pollution
on children are discussed in sections
II.A–C of this preamble.
H. Executive Order 13211: Actions That
Significantly Affect Energy Supply,
Distribution or Use
Executive Order 13211, ‘‘Actions
Concerning Regulations That
Significantly Affect Energy Supply,
Distribution, or Use’’ (66 FR 28355 (May
22, 2001)), requires EPA to prepare and
submit a Statement of Energy Effects to
the Administrator of the Office of
Information and Regulatory Affairs,
Office of Management and Budget, for
certain actions identified as ‘‘significant
energy actions.’’ Section 4(b) of
Executive Order 13211 defines
‘‘significant energy actions’’ as ‘‘any
action by an agency (normally
published in the Federal Register) that
promulgates or is expected to lead to the
promulgation of a final rule or
regulation, including notices of inquiry,
advance notices of proposed
rulemaking, and notices of proposed
rulemaking: (1)(i) That is a significant
regulatory action under Executive Order
12866 or any successor order, and (ii) is
likely to have a significant adverse effect
on the supply, distribution, or use of
energy; or (2) that is designated by the
Administrator of the Office of
Information and Regulatory Affairs as a
significant energy action.’’ The U.S.
Office of Management and Budget has
designated this rulemaking as a
significant energy action. Accordingly,
EPA has prepared a Statement of Energy
Effects for this action which appears in
Chapter 9 of the RIA conducted for this
rulemaking. A copy of the RIA is
available in the RIA docket (EPA–HQ–
OAR–2007–0225) and the energy
analysis is briefly summarized here. The
analysis estimates potential impacts of
an illustrative control strategy for the
0.070 ppm primary standard alternative
on the production of coal, crude oil,
natural gas, and electricity; on energy
prices; on control technologies adopted
by the electricity generating sector; and
on the mix of electricity generation. EPA
believes that the energy impacts
estimated for this illustrative control
strategy for the 0.070 ppm primary
standard alternative are higher than
those that would be estimated for an
illustrative control strategy for the
primary standard level of 0.075 ppm
which was selected by the
Administrator. However, due to
modeling limitations, EPA did not
generate separate estimates of the energy
impacts associated specifically with an
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illustrative control strategy designed for
a primary standard of 0.075 ppm. It is
important to note that the CAA make
clear that the economic impacts
associated with attaining ambient
standards are not to be considered in
setting or revising the NAAQS.
Accordingly, although the Statement of
Energy Effects has been prepared, the
results of EPA’s energy analysis have
not been considered in issuing this final
rule.
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I. National Technology Transfer and
Advancement Act
As noted in the proposed rule, section
12(d) of the National Technology
Transfer and Advancement Act of 1995
(NTTAA), Public Law 104–113, section
12(d) (15 U.S.C. 272 note) directs EPA
to use voluntary consensus standards in
its regulatory activities unless to do so
would be inconsistent with applicable
law or otherwise impractical. Voluntary
consensus standards are technical
standards (e.g., materials specifications,
test methods, sampling procedures, and
business practices) that are developed or
adopted by voluntary consensus
standards bodies. The NTTAA directs
EPA to provide Congress, through OMB,
explanations when the Agency decides
not to use available and applicable
voluntary consensus standards.
This action does not involve technical
standards. Therefore, EPA did not
consider the use of any voluntary
consensus standards.
J. Executive Order 12898: Federal
Actions To Address Environmental
Justice in Minority Populations and
Low-Income Populations
Executive Order 12898 (59 FR 7629;
Feb. 16, 1994) establishes Federal
executive policy on environmental
justice. Its main provision directs
Federal agencies, to the greatest extent
practicable and permitted by law, to
make environmental justice part of their
mission by identifying and addressing,
as appropriate, disproportionately high
and adverse human health or
environmental effects of their programs,
policies, and activities on minority
populations and low-income
populations in the United States.
EPA has determined that this final
rule will not have disproportionately
high and adverse human health or
environmental effects on minority or
low-income populations because it
increases the level of environmental
protection for all affected populations
without having any disproportionately
high and adverse human health or
environmental effects on any
population, including any minority or
low-income population. This final rule
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16:16 Mar 26, 2008
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will establish uniform national
standards for O3 air pollution.
K. Congressional Review Act
The Congressional Review Act, 5
U.S.C. 801 et seq., as added by the Small
Business Regulatory Enforcement
Fairness Act of 1996, generally provides
that before a rule may take effect, the
agency promulgating the rule must
submit a rule report, which includes a
copy of the rule, to each House of the
Congress and to the Comptroller General
of the United States. EPA submitted a
report containing this rule and other
required information to the U.S. Senate,
the U.S. House of Representatives, and
the Comptroller General of the United
States prior to publication of the rule in
the Federal Register. A major rule
cannot take effect until 60 days after it
is published in the Federal Register.
This action is a ‘‘major rule’’ as defined
by 5 U.S.C. 804(2). This rule will be
effective May 27, 2008.
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List of Subjects
40 CFR Part 50
Environmental protection, Air
pollution control, Carbon monoxide,
Lead, Nitrogen dioxide, Ozone,
Particulate matter, Sulfur oxides.
40 CFR Part 58
Environmental protection, Air
pollution control, Reporting and
recordkeeping requirements.
Dated: March 12, 2008.
Stephen L. Johnson,
Administrator.
For the reasons stated in the preamble,
title 40, chapter I of the code of Federal
regulations is to be amended as follows:
I
PART 50—NATIONAL PRIMARY AND
SECONDARY AMBIENT AIR QUALITY
STANDARDS
1. The authority citation for part 50
continues to read as follows:
I
Authority: 42 U.S.C. 7401, et seq.
2. Section 50.15 is added to read as
follows:
I
§ 50.15 National primary and secondary
ambient air quality standards for ozone.
(a) The level of the national 8-hour
primary and secondary ambient air
quality standards for ozone (O3) is 0.075
parts per million (ppm), daily maximum
8-hour average, measured by a reference
method based on Appendix D to this
part and designated in accordance with
part 53 of this chapter or an equivalent
method designated in accordance with
part 53 of this chapter.
(b) The 8-hour primary and secondary
O3 ambient air quality standards are met
at an ambient air quality monitoring site
when the 3-year average of the annual
fourth-highest daily maximum 8-hour
average O3 concentration is less than or
equal to 0.075 ppm, as determined in
accordance with Appendix P to this
part.
I 3. Appendix P is added to read as
follows:
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16511
Appendix P to Part 50—Interpretation
of the Primary and Secondary National
Ambient Air Quality Standards for
Ozone
1. General
(a) This appendix explains the data
handling conventions and computations
necessary for determining whether the
national 8-hour primary and secondary
ambient air quality standards for ozone (O3)
specified in § 50.15 are met at an ambient O3
air quality monitoring site. Ozone is
measured in the ambient air by a reference
method based on Appendix D of this part, as
applicable, and designated in accordance
with part 53 of this chapter, or by an
equivalent method designated in accordance
with part 53 of this chapter. Data reporting,
data handling, and computation procedures
to be used in making comparisons between
reported O3 concentrations and the levels of
the O3 standards are specified in the
following sections. Whether to exclude,
retain, or make adjustments to the data
affected by exceptional events, including
stratospheric O3 intrusion and other natural
events, is determined by the requirements
under §§ 50.1, 50.14 and 51.930.
(b) The terms used in this appendix are
defined as follows:
8-hour average is the rolling average of
eight hourly O3 concentrations as explained
in section 2 of this appendix.
Annual fourth-highest daily maximum
refers to the fourth highest value measured at
a monitoring site during a particular year.
Daily maximum 8-hour average
concentration refers to the maximum
calculated 8-hour average for a particular day
as explained in section 2 of this appendix.
Design values are the metrics (i.e.,
statistics) that are compared to the NAAQS
levels to determine compliance, calculated as
shown in section 3 of this appendix.
O3 monitoring season refers to the span of
time within a calendar year when individual
States are required to measure ambient O3
concentrations as listed in part 58 Appendix
D to this chapter.
Year refers to calendar year.
2. Primary and Secondary Ambient Air
Quality Standards for Ozone
2.1 Data Reporting and Handling
Conventions
Computing 8-hour averages. Hourly
average concentrations shall be reported in
parts per million (ppm) to the third decimal
place, with additional digits to the right of
the third decimal place truncated. Running 8hour averages shall be computed from the
hourly O3 concentration data for each hour
of the year and shall be stored in the first,
or start, hour of the 8-hour period. An 8-hour
average shall be considered valid if at least
75% of the hourly averages for the 8-hour
period are available. In the event that only 6
or 7 hourly averages are available, the 8-hour
average shall be computed on the basis of the
hours available using 6 or 7 as the divisor.
8-hour periods with three or more missing
hours shall be considered valid also, if, after
substituting one-half the minimum detectable
limit for the missing hourly concentrations,
the 8-hour average concentration is greater
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than the level of the standard. The computed
8-hour average O3 concentrations shall be
reported to three decimal places (the digits to
the right of the third decimal place are
truncated, consistent with the data handling
procedures for the reported data).
Daily maximum 8-hour average
concentrations. (a) There are 24 possible
running 8-hour average O3 concentrations for
each calendar day during the O3 monitoring
season. The daily maximum 8-hour
concentration for a given calendar day is the
highest of the 24 possible 8-hour average
concentrations computed for that day. This
process is repeated, yielding a daily
maximum 8-hour average O3 concentration
for each calendar day with ambient O3
monitoring data. Because the 8-hour averages
are recorded in the start hour, the daily
maximum 8-hour concentrations from two
consecutive days may have some hourly
concentrations in common. Generally,
overlapping daily maximum 8-hour averages
are not likely, except in those non-urban
monitoring locations with less pronounced
diurnal variation in hourly concentrations.
(b) An O3 monitoring day shall be counted
as a valid day if valid 8-hour averages are
available for at least 75% of possible hours
in the day (i.e., at least 18 of the 24 averages).
In the event that less than 75% of the 8-hour
averages are available, a day shall also be
counted as a valid day if the daily maximum
8-hour average concentration for that day is
greater than the level of the standard.
2.2 Primary and Secondary Standardrelated Summary Statistic
The standard-related summary statistic is
the annual fourth-highest daily maximum 8hour O3 concentration, expressed in parts per
million, averaged over three years. The 3-year
average shall be computed using the three
most recent, consecutive calendar years of
monitoring data meeting the data
completeness requirements described in this
appendix. The computed 3-year average of
the annual fourth-highest daily maximum 8hour average O3 concentrations shall be
reported to three decimal places (the digits to
the right of the third decimal place are
truncated, consistent with the data handling
procedures for the reported data).
2.3 Comparisons with the Primary and
Secondary Ozone Standards
(a) The primary and secondary O3 ambient
air quality standards are met at an ambient
air quality monitoring site when the 3-year
average of the annual fourth-highest daily
maximum 8-hour average O3 concentration is
less than or equal to 0.075 ppm.
(b) This comparison shall be based on three
consecutive, complete calendar years of air
quality monitoring data. This requirement is
met for the 3-year period at a monitoring site
if daily maximum 8-hour average
concentrations are available for at least 90%
of the days within the O3 monitoring season,
on average, for the 3-year period, with a
minimum data completeness requirement in
any one year of at least 75% of the days
within the O3 monitoring season. When
computing whether the minimum data
completeness requirements have been met,
meteorological or ambient data may be
sufficient to demonstrate that meteorological
conditions on missing days were not
conducive to concentrations above the level
of the standard. Missing days assumed less
then the level of the standard are counted for
the purpose of meeting the data completeness
requirement, subject to the approval of the
appropriate Regional Administrator.
(c) Years with concentrations greater than
the level of the standard shall be included
even if they have less than complete data.
Thus, in computing the 3-year average fourth
maximum concentration, calendar years with
less than 75% data completeness shall be
included in the computation if the 3-year
average fourth-highest 8-hour concentration
is greater than the level of the standard.
(d) Comparisons with the primary and
secondary O3 standards are demonstrated by
examples 1 and 2 in paragraphs (d)(1) and
(d)(2) respectively as follows:
EXAMPLE 1.—AMBIENT MONITORING SITE ATTAINING THE PRIMARY AND SECONDARY O3 STANDARDS
Percent valid
days (within
the required
monitoring
season)
Year
1st Highest
daily max 8hour Conc.
(ppm)
2nd Highest
daily max 8hour Conc.
(ppm)
3rd Highest
daily max 8hour Conc.
(ppm)
4th Highest
daily max 8hour Conc.
(ppm)
5th Highest
daily max 8hour Conc.
(ppm)
2004 .........................................................
2005 .........................................................
2006 .........................................................
100
96
98
0.092
0.084
0.080
0.090
0.083
0.079
0.085
0.075
0.077
0.079
0.072
0.076
0.078
0.070
0.060
Average .............................................
98
........................
........................
........................
0.075
........................
(1) As shown in Example 1, this
monitoring site meets the primary and
secondary O3 standards because the 3-year
average of the annual fourth-highest daily
maximum 8-hour average O3 concentrations
(i.e., 0.075666 * * * ppm, truncated to 0.075
ppm) is less than or equal to 0.075 ppm. The
data completeness requirement is also met
because the average percent of days within
the required monitoring season with valid
ambient monitoring data is greater than 90%,
and no single year has less than 75% data
completeness. In Example 1, the individual
8-hour averages used to determine the annual
fourth maximum have also been truncated to
the third decimal place.
EXAMPLE 2.—AMBIENT MONITORING SITE FAILING TO MEET THE PRIMARY AND SECONDARY O3 STANDARDS
Percent valid
days (within
the required
monitoring
season)
Year
1st Highest
daily max 8hour Conc.
(ppm)
2nd Highest
daily max 8hour Conc.
(ppm)
3rd Highest
daily max 8hour Conc.
(ppm)
4th Highest
daily max 8hour Conc.
(ppm)
5th Highest
daily max 8hour Conc.
(ppm)
96
74
98
0.105
0.104
0.103
0.103
0.103
0.101
0.103
0.092
0.101
0.103
0.091
0.095
0.102
0.088
0.094
Average .............................................
pwalker on PROD1PC71 with RULES2
2004 .........................................................
2005 .........................................................
2006 .........................................................
89
........................
........................
........................
0.096
........................
As shown in Example 2, the primary and
secondary O3 standards are not met for this
monitoring site because the 3-year average of
the fourth-highest daily maximum 8-hour
average O3 concentrations (i.e., 0.096333
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* * * ppm, truncated to 0.096 ppm) is
greater than 0.075 ppm, even though the data
capture is less than 75% and the average data
capture for the 3 years is less than 90%
within the required monitoring season. In
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used to determine the annual fourth
maximum have also been truncated to the
third decimal place.
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3. Design Values for Primary and Secondary
Ambient Air Quality Standards for Ozone
The air quality design value at a
monitoring site is defined as that
concentration that when reduced to the level
of the standard ensures that the site meets the
standard. For a concentration-based standard,
the air quality design value is simply the
standard-related test statistic. Thus, for the
primary and secondary standards, the 3-year
average annual fourth-highest daily
maximum 8-hour average O3 concentration is
also the air quality design value for the site.
PART 58—AMBIENT AIR QUALITY
SURVEILLANCE
4. The authority citation of part 58
continues to read as follows:
I
Authority: 42 U.S.C. 7403, 7410, 7601(a),
7611, and 7619.
5. Appendix G to Part 58 is amended
as follows:
I a. By revising section 9.
I b. By revising section 10.
I c. By revising section 12.
I d. By revising section 13.
I
Appendix G to Part 58—Uniform Air
Quality Index (AQI) and Daily
Reporting
*
*
*
*
*
9. How Does the AQI Relate to Air Pollution
Levels?
For each pollutant, the AQI transforms
ambient concentrations to a scale from 0 to
500. The AQI is keyed as appropriate to the
national ambient air quality standards
(NAAQS) for each pollutant. In most cases,
the index value of 100 is associated with the
numerical level of the short-term standard
(i.e., averaging time of 24-hours or less) for
each pollutant. A different approach is taken
for NO2, for which no short-term standard
has been established. The index value of 50
is associated with the numerical level of the
annual standard for a pollutant, if there is
one, at one-half the level of the short-term
standard for the pollutant, or at the level at
which it is appropriate to begin to provide
guidance on cautionary language. Higher
categories of the index are based on
increasingly serious health effects and
increasing proportions of the population that
are likely to be affected. The index is related
to other air pollution concentrations through
linear interpolation based on these levels.
The AQI is equal to the highest of the
numbers corresponding to each pollutant.
For the purposes of reporting the AQI, the
sub-indexes for PM10 and PM2.5 are to be
considered separately. The pollutant
responsible for the highest index value (the
reported AQI) is called the ‘‘critical’’
pollutant.
16513
10. What Monitors Should I Use To Get the
Pollutant Concentrations for Calculating the
AQI?
You must use concentration data from
population-oriented State/Local Air
Monitoring Station (SLAMS) or parts of the
SLAMS required by 40 CFR 58.10 for each
pollutant except PM. For PM, calculate and
report the AQI on days for which you have
measured air quality data (e.g., from
continuous PM2.5 monitors required in
Appendix D to this part). You may use PM
measurements from monitors that are not
reference or equivalent methods (for
example, continuous PM10 or PM2.5
monitors). Detailed guidance for relating nonapproved measurements to approved
methods by statistical linear regression is
referenced in section 13 below.
*
*
*
*
*
12. How Do I Calculate the AQI?
i. The AQI is the highest value calculated
for each pollutant as follows:
a. Identify the highest concentration among
all of the monitors within each reporting area
and truncate the pollutant concentration to
one more than the significant digits used to
express the level of the NAAQS for that
pollutant. This is equivalent to the rounding
conventions used in the NAAQS.
b. Using Table 2, find the two breakpoints
that contain the concentration.
c. Using Equation 1, calculate the index.
d. Round the index to the nearest integer.
TABLE 2.—BREAKPOINTS FOR THE AQI
These breakpoints
PM2.5
(µg/m3)
Equal these AQI’s
O3 (ppm)
8-hour
O3 (ppm)
1-hour 1
PM10
(µg/m3)
0.000–0.059 ....
0.060–0.075 ....
0.076–0.095 ....
........................
........................
0.125–0.164
0.0–15.4
15.5–40.4
40.5–65.4
0–54
55–154
155–254
0.0–4.4
4.5–9.4
9.5–12.4
0.000–0.034
0.035–0.144
0.145–0.224
(3)
(3)
(3)
0–50
51–100
101–150
0.096–0.115 ....
0.116–0.374 ....
0.165–0.204
0.205–0.404
4 65.5–150.4
4 150.5–250.4
255–354
355–424
12.5–15.4
15.5–30.4
0.225–0.304
0.305–0.604
(3)
0.65–1.24
151–200
201–300
(2) ....................
(2) ....................
0.405–0.504
0.505–0.604
425–504
505–604
30.5–40.4
40.5–50.4
0.605–0.804
0.805–1.004
1.25–1.64
1.65–2.04
301–400
401–500
4 250.5–350.4
4 350.5–500.4
CO (ppm)
SO2 (ppm)
NO2 (ppm)
AQI
Category
Good.
Moderate.
Unhealthy for
Sensitive
Groups.
Unhealthy.
Very
Unhealthy.
Hazardous.
1 Areas
are generally required to report the AQI based on 8-hour ozone values. However, there are a small number of areas where an AQI
based on 1-hour ozone values would be more precautionary. In these cases, in addition to calculating the 8-hour ozone index value, the 1-hour
ozone index value may be calculated, and the maximum of the two values reported.
2 8-hour O values do not define higher AQI values (≥ 301). AQI values of 301 or greater are calculated with 1-hour O concentrations.
3
3
3 NO has no short-term NAAQS, and can generate an AQI only above the value of 200.
2
4 If a different SHL for PM
2.5 is promulgated, these numbers will change accordingly.
Ip =
Where:
VerDate Aug<31>2005
between two breakpoints, then calculate the
index of that pollutant with Equation 1. You
must also note that in some areas, the AQI
based on 1-hour O3 will be more
precautionary than using 8-hour values (see
I Hi − I Lo
BPHi − BPLo
(C
p
− BPLo ) + I Lo
( Equation 1)
Ip = the index value for pollutantp
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footnote 1 to Table 2). In these cases, you
may use 1-hour values as well as 8-hour
values to calculate index values and then use
the maximum index value as the AQI for O3.
Cp = the truncated concentration of
pollutantp
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ii. If the concentration is equal to a
breakpoint, then the index is equal to the
corresponding index value in Table 2.
However, Equation 1 can still be used. The
results will be equal. If the concentration is
16514
Federal Register / Vol. 73, No. 60 / Thursday, March 27, 2008 / Rules and Regulations
Example
BPHi = the breakpoint that is greater
than or equal to Cp
BPLo = the breakpoint that is less than
or equal to Cp
IHi = the AQI value corresponding to
BPHi
Ilo = the AQI value corresponding to
BPLo.
iii. If the concentration is larger than the
highest breakpoint in Table 2 then you may
use the last two breakpoints in Table 2 when
you apply Equation 1.
iv. Using Table 2 and Equation 1, calculate
the index value for each of the pollutants
measured and select the one that produces
the highest index value for the AQI. For
example, if you observe a PM10 value of 210
µg/m3, a 1-hour O3 value of 0.156 ppm, and
an 8-hour O3 value of 0.130 ppm, then do
this:
a. Find the breakpoints for PM10 at 210 µg/
m3 as 155 µg/m3 and 254 µg/m3,
corresponding to index values 101 and 150;
b. Find the breakpoints for 1-hour O3 at
0.156 ppm as 0.125 ppm and 0.164 ppm,
corresponding to index values 101 and 150;
c. Find the breakpoints for 8-hour O3 at
0.130 ppm as 0.116 ppm and 0.374 ppm,
corresponding to index values 201 and 300;
d. Apply Equation 1 for 210 µg/m3, PM10:
150 − 101
( 210 − 155) + 101 = 128
254 − 155
e. Apply Equation 1 for 0.156 ppm, 1-hour
O3:
150 − 101
( 0.156 − 0.125) + 101 = 140
0.164 − 0.125
f. Apply Equation 1 for 0.130 ppm, 8-hour
O3:
300 − 201
( 0.130 − 0.116 ) + 201 = 206
0.374 − 0.116
g. Find the maximum, 206. This is the AQI.
The minimal AQI report would read:
v. Today, the AQI for my city is 206 which
is Very Unhealthy, due to ozone. Children
and people with asthma are the groups most
at risk.
Tamanini, G. Denniston, B. Lambeth, E.
Michel, S. Bortnick. Data Quality Objectives
(DQOs) For Relating Federal Reference
Method (FRM) and Continuous PM2.5
Measurements to Report an Air Quality Index
(AQI). U.S. Environmental Protection
Agency, research Triangle Park, NC. EPA–
454/B–02–002, November 2002) can be found
on the Ambient Monitoring Technology
Information Center (AMTIC) Web site, https://
www.epa.gov/ttnamti1/.
[FR Doc. E8–5645 Filed 3–26–08; 8:45 am]
BILLING CODE 6560–50–P
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ER27MR08.004
13. What Additional Information Should I
Know?
The EPA has developed a computer
program to calculate the AQI for you. The
program prompts for inputs, and it displays
all the pertinent information for the AQI (the
index value, color, category, sensitive group,
health effects, and cautionary language). The
EPA has also prepared a brochure on the AQI
that explains the index in detail (The Air
Quality Index), Reporting Guidance
(Guideline for Public Reporting of Daily Air
Quality) that provides associated health
effects and cautionary statements, and
Forecasting Guidance (Guideline for
Developing an Ozone Forecasting Program)
that explains the steps necessary to start an
air pollution forecasting program. You can
download the program and the guidance
documents at www.airnow.gov. Reference for
relating non-approved PM measurements to
approved methods (Eberly, S., T. FitzSimons, T. Hanley, L. Weinstock., T.
Agencies
[Federal Register Volume 73, Number 60 (Thursday, March 27, 2008)]
[Rules and Regulations]
[Pages 16436-16514]
From the Federal Register Online via the Government Printing Office [www.gpo.gov]
[FR Doc No: E8-5645]
[[Page 16435]]
-----------------------------------------------------------------------
Part II
Environmental Protection Agency
-----------------------------------------------------------------------
40 CFR Parts 50 and 58
National Ambient Air Quality Standards for Ozone; Final Rule
Federal Register / Vol. 73, No. 60 / Thursday, March 27, 2008 / Rules
and Regulations
[[Page 16436]]
-----------------------------------------------------------------------
ENVIRONMENTAL PROTECTION AGENCY
40 CFR Parts 50 and 58
[EPA-HQ-OAR-2005-0172; FRL-8544-3]
RIN 2060-AN24
National Ambient Air Quality Standards for Ozone
AGENCY: Environmental Protection Agency (EPA).
ACTION: Final rule.
-----------------------------------------------------------------------
SUMMARY: Based on its review of the air quality criteria for ozone
(O3) and related photochemical oxidants and national ambient
air quality standards (NAAQS) for O3, EPA is making
revisions to the primary and secondary NAAQS for O3 to
provide requisite protection of public health and welfare,
respectively. With regard to the primary standard for O3,
EPA is revising the level of the 8-hour standard to 0.075 parts per
million (ppm), expressed to three decimal places. With regard to the
secondary standard for O3, EPA is revising the current 8-
hour standard by making it identical to the revised primary standard.
EPA is also making conforming changes to the Air Quality Index (AQI)
for O3, setting an AQI value of 100 equal to 0.075 ppm, 8-
hour average, and making proportional changes to the AQI values of 50,
150 and 200.
DATES: This final rule is effective on May 27, 2008.
ADDRESSES: EPA has established a docket for this action under Docket ID
No. EPA-HQ-OAR-2005-0172. All documents in the docket are listed on the
www.regulations.gov Web site. Although listed in the index, some
information is not publicly available, e.g., confidential business
information or other information whose disclosure is restricted by
statute. Certain other material, such as copyrighted material, is not
placed on the Internet and will be publicly available only in hard copy
form. Publicly available docket materials are available either
electronically through www.regulations.gov or in hard copy at the Air
and Radiation Docket and Information Center, EPA/DC, EPA West, Room
3334, 1301 Constitution Ave., NW., Washington, DC. This Docket Facility
is open from 8:30 a.m. to 4:30 p.m., Monday through Friday, excluding
legal holidays. The Docket telephone number is 202-566-1742. The
telephone number for the Public Reading Room is 202-566-1744.
FOR FURTHER INFORMATION CONTACT: Dr. David J. McKee, Health and
Environmental Impacts Division, Office of Air Quality Planning and
Standards, U.S. Environmental Protection Agency, Mail Code C504-06,
Research Triangle Park, NC 27711; telephone: 919-541-5288; fax: 919-
541-0237; e-mail: mckee.dave@epa.gov.
SUPPLEMENTARY INFORMATION:
Table of Contents
The following topics are discussed in this preamble:
I. Background
A. Summary of Revisions to the O3 NAAQS
B. Legislative Requirements
C. Review of Air Quality Criteria and Standards for
O3
D. Summary of Proposed Revisions to the O3 NAAQS
E. Organization and Approach to Final Decision on O3
NAAQS
II. Rationale for Final Decision on the Primary O3
Standard
A. Introduction
1. Overview
2. Overview of Health Effects
3. Overview of Human Exposure and Health Risk Assessments
B. Need for Revision of the Current Primary O3
Standard
1. Introduction
2. Comments on the Need for Revision
3. Conclusions Regarding the Need for Revision
C. Conclusions on the Elements of the Primary O3
Standard
1. Indicator
2. Averaging Time
3. Form
4. Level
D. Final Decision on the Primary O3 Standard
III. Communication of Public Health Information
IV. Rationale for Final Decision on the Secondary O3
Standard
A. Introduction
1. Overview
2. Overview of Vegetation Effects Evidence
3. Overview of Biologically Relevant Exposure Indices
4. Overview of Vegetation Exposure and Risk Assessments
B. Need for Revision of the Current Secondary O3
Standard
1. Introduction
2. Comments on the Need for Revision
3. Conclusions Regarding the Need for Revision
C. Conclusions on the Secondary O3 Standard
1. Staff Paper Evaluation
2. CASAC Views
3. Administrator's Proposed Conclusions
4. Comments on the Secondary Standard Options
5. Administrator's Final Conclusions
D. Final Decision on the Secondary O3 Standard
V. Creation of Appendix P--Interpretation of the NAAQS for
O3
A. General
B. Data Completeness
C. Data Reporting and Handling and Rounding Conventions
VI. Ambient Monitoring Related to Revised O3 Standards
VII. Implementation and Related Control Requirements
A. Future Implementation Steps
1. Designations
2. State Implementation Plans
3. Trans-boundary Emissions
4. Monitoring Requirements
B. Related Control Requirements
VIII. Statutory and Executive Order Reviews
A. Executive Order 12866: Regulatory Planning and Review
B. Paperwork Reduction Act
C. Regulatory Flexibility Act
D. Unfunded Mandates Reform Act
E. Executive Order 13132: Federalism
F. Executive Order 13175: Consultation and Coordination With
Indian Tribal Governments
G. Executive Order 13045: Protection of Children From
Environmental Health & Safety Risks
H. Executive Order 13211: Actions That Significantly Affect
Energy Supply, Distribution or Use
I. National Technology Transfer and Advancement Act
J. Executive Order 12898: Federal Actions to Address
Environmental Justice in Minority Populations and Low-Income
Populations
K. Congressional Review Act
References
I. Background
A. Summary of Revisions to the O3 NAAQS
Based on its review of the air quality criteria for O3
and related photochemical oxidants and national ambient air quality
standards (NAAQS) for O3, EPA is making revisions to the
primary and secondary NAAQS for O3 to provide protection of
public health and welfare, respectively, that is appropriate under
section 109, and is making corresponding revisions in data handling
conventions for O3.
With regard to the primary standard for O3, EPA is
revising the level of the 8-hour standard to a level of 0.075 parts per
million (ppm), to provide increased protection for children and other
``at risk'' populations against an array of O3-related
adverse health effects that range from decreased lung function and
increased respiratory symptoms to serious indicators of respiratory
morbidity including emergency department visits and hospital admissions
for respiratory causes, and possibly cardiovascular-related morbidity
as well as total nonaccidental and cardiorespiratory mortality. EPA is
specifying the level of the primary standard to the nearest thousandth
ppm.
With regard to the secondary standard for O3, EPA is
revising the standard by making it identical to the revised primary
standard.
[[Page 16437]]
B. Legislative Requirements
Two sections of the Clean Air Act (CAA) govern the establishment
and revision of the NAAQS. Section 108 (42 U.S.C. 7408) directs the
Administrator to identify and list ``air pollutants'' emissions of
which ``in his judgment, cause or contribute to air pollution which may
reasonably be anticipated to endanger public health or welfare,'' whose
``presence * * * in the ambient air results from numerous or diverse
mobile or stationary sources,'' and for which the Administrator plans
to issue air quality criteria, and to issue air quality criteria for
those that are listed. Air quality criteria are to ``accurately reflect
the latest scientific knowledge useful in indicating the kind and
extent of identifiable effects on public health or welfare which may be
expected from the presence of [a] pollutant in ambient air, in varying
quantities * * *.'' Section 109 (42 U.S.C. 7409) directs the
Administrator to propose and promulgate ``primary'' and ``secondary''
NAAQS for pollutants listed under section 108. Section 109(b)(1)
defines a primary standard as one ``the attainment and maintenance of
which in the judgment of the Administrator, based on such criteria and
allowing an adequate margin of safety, are requisite to protect the
public health.'' \1\ A secondary standard, as defined in section
109(b)(2), must ``specify a level of air quality the attainment and
maintenance of which in the judgment of the Administrator, based on
such criteria, is requisite to protect the public welfare from any
known or anticipated adverse effects associated with the presence of
[the] pollutant in the ambient air.'' \2\
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\1\ The legislative history of section 109 indicates that a
primary standard is to be set at ``the maximum permissible ambient
air level * * * which will protect the health of any [sensitive]
group of the population,'' and that for this purpose ``reference
should be made to a representative sample of persons comprising the
sensitive group rather than to a single person in such a group'' [S.
Rep. No. 91-1196, 91st Cong., 2d Sess. 10 (1970)].
\2\ Welfare effects as defined in section 302(h) (42 U.S.C.
7602(h)) include, but are not limited to, ``effects on soils, water,
crops, vegetation, manmade materials, animals, wildlife, weather,
visibility and climate, damage to and deterioration of property, and
hazards to transportation, as well as effects on economic values and
on personal comfort and well-being.''
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The requirement that primary standards provide an adequate margin
of safety was intended to address uncertainties associated with
inconclusive scientific and technical information available at the time
of standard setting. It was also intended to provide a reasonable
degree of protection against hazards that research has not yet
identified. Lead Industries Association v. EPA, 647 F.2d 1130, 1154 (DC
Cir 1980), cert. denied, 449 U.S. 1042 (1980); American Petroleum
Institute v. Costle, 665 F.2d 1176, 1186 (DC Cir. 1981), cert. denied,
455 U.S. 1034 (1982). Both kinds of uncertainties are components of the
risk associated with pollution at levels below those at which human
health effects can be said to occur with reasonable scientific
certainty. Thus, in selecting primary standards that provide an
adequate margin of safety, the Administrator is seeking not only to
prevent pollution levels that have been demonstrated to be harmful but
also to prevent lower pollutant levels that may pose an unacceptable
risk of harm, even if the risk is not precisely identified as to nature
or degree. The CAA does not require the Administrator to establish a
primary NAAQS at a zero-risk level or at background concentration
levels, see Lead Industries Association v. EPA, 647 F.2d at 1156 n. 51,
but rather at a level that reduces risk sufficiently so as to protect
public health with an adequate margin of safety.
The selection of any particular approach to providing an adequate
margin of safety is a policy choice left specifically to the
Administrator's judgment. Lead Industries Association v. EPA, 647 F.2d
at 1161-62. In addressing the requirement for an adequate margin of
safety, EPA considers such factors as the nature and severity of the
health effects involved, the size of the population(s) at risk, and the
kind and degree of the uncertainties that must be addressed.
In setting standards that are ``requisite'' to protect public
health and welfare, as provided in section 109(b), EPA's task is to
establish standards that are neither more nor less stringent than
necessary for these purposes. Whitman v. America Trucking Associations,
531 U.S. 457, 473. Further the Supreme Court ruled that ``[t]he text of
Sec. 109(b), interpreted in its statutory and historical context and
with appreciation for its importance to the CAA as a whole,
unambiguously bars cost considerations from the NAAQS-setting process *
* *'' Id. at 472.\3\
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\3\ In considering whether the CAA allowed for economic
considerations to play a role in the promulgation of the NAAQS, the
Supreme Court rejected arguments that because many more factors than
air pollution might affect public health, EPA should consider
compliance costs that produce health losses in setting the NAAQS.
531 U.S. at 466. Thus, EPA may not take into account possible public
health impacts from the economic cost of implementation. Id.
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Section 109(d)(1) of the CAA requires that ``not later than
December 31, 1980, and at 5-year intervals thereafter, the
Administrator shall complete a thorough review of the criteria
published under section 108 and the national ambient air quality
standards * * * and shall make such revisions in such criteria and
standards and promulgate such new standards as may be appropriate in
accordance with section 108 and [109(b)].'' Section 109(d)(2) requires
that an independent scientific review committee ``shall complete a
review of the criteria * * * and the national primary and secondary
ambient air quality standards * * * and shall recommend to the
Administrator any new * * * standards and revisions of existing
criteria and standards as may be appropriate under section 108 and
[section 109(b)].'' This independent review function is performed by
the Clean Air Scientific Advisory Committee (CASAC) of EPA's Science
Advisory Board.
C. Review of Air Quality Criteria and Standards for O3
Ground-level O3 is formed from biogenic and
anthropogenic precursor emissions. Naturally occurring O3 in
the troposphere can result from biogenic organic precursors reacting
with naturally occurring nitrogen oxides (NOX) and by
stratospheric O3 intrusion into the troposphere.
Anthropogenic precursors of O3, specifically NOX
and volatile organic compounds (VOC), originate from a wide variety of
stationary and mobile sources. Ambient O3 concentrations
produced by these emissions are directly affected by temperature, solar
radiation, wind speed and other meteorological factors.
The last review of the O3 NAAQS was completed on July
18, 1997, based on the 1996 O3 Air Quality Criteria Document
(EPA, 1996a) and 1996 O3 Staff Paper (EPA, 1996b). EPA
revised the primary and secondary O3 standards on the basis
of the then latest scientific evidence linking exposures to ambient
O3 to adverse health and welfare effects at levels allowed
by the 1-hour average standards (62 FR 38856). The O3
standards were revised by replacing the existing primary 1-hour average
standard with an 8-hour average O3 standard set at a level
of 0.08 ppm, which is equivalent to 0.084 ppm using the standard
rounding conventions. The form of the primary standard was changed to
the annual fourth-highest daily maximum 8-hour average concentration,
averaged over 3 years. The secondary O3 standard was changed
by making it identical in all respects to the revised primary standard.
EPA initiated this current review in September 2000 with a call for
information (65 FR 57810) for the development of a revised Air Quality
[[Page 16438]]
Criteria Document for O3 and Other Photochemical Oxidants
(henceforth the ``Criteria Document''). A project work plan (EPA, 2002)
for the preparation of the Criteria Document was released in November
2002 for CASAC O3 Panel \4\ (henceforth, ``CASAC Panel'')
and public review. EPA held a series of workshops in mid-2003 on
several draft chapters of the Criteria Document to obtain broad input
from the relevant scientific communities. These workshops helped to
inform the preparation of the first draft Criteria Document (EPA,
2005a), which was released for CASAC Panel and public review on January
31, 2005; a CASAC Panel meeting was held on May 4-5, 2005 to review the
first draft Criteria Document. A second draft Criteria Document (EPA,
2005b) was released for CASAC Panel and public review on August 31,
2005, and was discussed along with a first draft Staff Paper (EPA,
2005c) at a CASAC Panel meeting held on December 6-8, 2005. In a
February 16, 2006 letter to the Administrator, the CASAC Panel offered
final comments on all chapters of the Criteria Document (Henderson,
2006a), and the final Criteria Document (EPA, 2006a) was released on
March 21, 2006. In a June 8, 2006 letter (Henderson, 2006b) to the
Administrator, the CASAC Panel offered additional advice to the Agency
concerning chapter 8 of the final Criteria Document (Integrative
Synthesis) to help inform the second draft Staff Paper.
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\4\ The CASAC O3 Review Panel includes the seven
members of the chartered CASAC, supplemented by fifteen subject-
matter experts appointed by the Administrator to provide additional
scientific expertise relevant to this review of the O3
NAAQS.
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A second draft Staff Paper (EPA, 2006b) was released on July 17,
2006 and reviewed by the CASAC Panel on August 24 and 25, 2006. In an
October 24, 2006 letter to the Administrator, CASAC Panel provided
advice and recommendations to the Agency concerning the second draft
Staff Paper (Henderson, 2006c). A final Staff Paper (EPA, 2007a) was
released on January 31, 2007. Around the time of the release of the
final Staff Paper in January 2007, EPA discovered a small error in the
exposure model that when corrected resulted in slight increases in the
human exposure estimates. Since the exposure estimates are an input to
the lung function portion of the health risk assessment, this
correction also resulted in slight increases in the lung function risk
estimates as well. The exposure and risk estimates discussed in this
final rule reflect the corrected estimates, and thus are slightly
different than the exposure and risk estimates cited in the January 31,
2007 Staff Paper.\5\ In a March 26, 2007 letter (Henderson, 2007), the
CASAC Panel offered additional advice to the Administrator with regard
to recommendations and revisions to the primary and secondary
O3 NAAQS.
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\5\ EPA made available corrected versions of the final Staff
Paper (EPA, 2007b, henceforth, ``Staff Paper'') and the human
exposure and health risk assessment technical support documents on
July 31, 2007 on the EPA Web site https://www.epa.gov/ttn/naaqs.
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The schedule for completion of this review has been governed by a
consent decree resolving a lawsuit filed in March 2003 by a group of
plaintiffs representing national environmental and public health
organizations, alleging that EPA had failed to complete the current
review within the period provided by statute.\6\ The modified consent
decree that currently governs this review provides that EPA sign for
publication notices of proposed and final rulemaking concerning its
review of the O3 NAAQS no later than June 20, 2007 and March
12, 2008, respectively. The proposed decision (henceforth ``proposal'')
was signed on June 20, 2007 and published in the Federal Register on
July 11, 2007.
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\6\ American Lung Association v. Whitman (No. 1:03CV00778,
D.D.C. 2003).
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A large number of comments were received from various commenters on
the proposed revisions to the O3 NAAQS. Significant issues
raised in the public comments are discussed throughout the preamble of
this final action. A comprehensive summary of all significant comments,
along with EPA's responses (henceforth ``Response to Comments''), can
be found in the docket for this rulemaking.
Various commenters have referred to and discussed a number of new
scientific studies on the health effects of O3 that had been
published recently and therefore were not included in the Criteria
Document (EPA, 2006a, henceforth ``Criteria Document).\7\ EPA has
provisionally considered any significant ``new'' studies, including
those submitted during the public comment period. The purpose of this
effort was to ensure that the Administrator was fully aware of the
``new'' science before making a final decision on whether to revise the
current O3 NAAQS. EPA provisionally considered these studies
to place their results in the context of the findings of the Criteria
Document.
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\7\ For ease of reference, these studies will be referred to as
``new'' studies or ``new'' science, using quotation marks around the
word new. Referring to studies that were published too recently to
have been included in the 2004 Criteria Document as ``new'' studies
is intended to clearly differentiate such studies from those that
have been published since the last review and are included in the
2004 Criteria Document (these studies are sometimes referred to as
new (without quotation marks) or more recent studies, to indicate
that they were not included in the 1996 Criteria Document and thus
are newly available in this review.
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As in prior NAAQS reviews, EPA is basing its decision in this
review on studies and related information included in the Criteria
Document and Staff Paper, which have undergone CASAC and public review.
The studies assessed in the Criteria Document, and the integration of
the scientific evidence presented in that document, have undergone
extensive critical review by EPA, CASAC, and the public during the
development of the Criteria Document. The rigor of that review makes
these studies, and their integrative assessment, the most reliable
source of scientific information on which to base decisions on the
NAAQS, decisions that all parties recognize as of great import. NAAQS
decisions can have profound impacts on public health and welfare, and
NAAQS decisions should be based on studies that have been rigorously
assessed in an integrative manner not only by EPA but also by the
statutorily mandated independent advisory committee, as well as the
public review that accompanies this process. As described above, EPA's
provisional consideration of these studies did not and could not
provide that kind of in-depth critical review.
This decision is consistent with EPA's practice in prior NAAQS
reviews. Since the 1970 amendments, the EPA has taken the view that
NAAQS decisions are to be based on scientific studies and related
information that have been assessed as a part of the pertinent air
quality criteria, and has consistently followed this approach. See 71
FR 61144, 61148 (October 17, 2006) (final decision on review of PM
NAAQS) for a detailed discussion of this issue and EPA's past practice.
As discussed in EPA's 1993 decision not to revise the NAAQS for
O3 ``new'' studies may sometimes be of such significance
that it is appropriate to delay a decision on revision of a NAAQS and
to supplement the pertinent air quality criteria so the studies can be
taken into account (58 FR at 13013-13014, March 9, 1993). In the
present case, EPA's provisional consideration of ``new'' studies
concludes that, taken in context, the ``new'' information and findings
do not materially change any of the broad scientific conclusions
regarding the health effects of O3 exposure made in the
Criteria Document. For this reason, reopening the air quality criteria
review would not be warranted even if there were time to do so under
the court order
[[Page 16439]]
governing the schedule for this rulemaking. Accordingly, EPA is basing
the final decisions in this review on the studies and related
information included in the O3 air quality criteria that
have undergone CASAC and public review. EPA will consider the newly
published studies for purposes of decision making in the next periodic
review of the O3 NAAQS, which will provide the opportunity
to fully assess them through a more rigorous review process involving
EPA, CASAC, and the public. Further discussion of these ``new'' studies
can be found in the Response to Comments document.
This action presents the Administrator's final decisions on the
review of the current primary and secondary O3 standards.
Throughout this preamble a number of conclusions, findings, and
determinations made by the Administrator are noted. They identify the
reasoning that supports this final decision and are intended to be
final and conclusive.
D. Summary of Proposed Revisions to the O3 NAAQS
For reasons discussed in the proposal, the Administrator proposed
to revise the current primary and secondary O3 standards.
With regard to the primary O3 standard, the Administrator
proposed to revise the level of the 8-hour O3 standard to a
level within the range of 0.070 ppm to 0.075 ppm, based on a 3-year
average of the fourth-highest maximum 8-hour average concentration.
Related revisions for O3 data handling conventions and for
the reference method for monitoring O3 were also proposed.
These revisions were proposed to provide increased protection for
children and other ``at risk'' populations against an array of
O3-related adverse health effects that range from decreased
lung function and increased respiratory symptoms to serious indicators
of respiratory morbidity, including emergency department visits and
hospital admissions for respiratory causes, and possibly
cardiovascular-related morbidity, as well as total nonaccidental and
cardiorespiratory mortality. EPA also proposed to specify the level of
the primary standard to the nearest thousandth ppm. EPA solicited
comment on alternative levels down to 0.060 ppm and up to and including
retaining the current 8-hour standard of 0.08 ppm (effectively 0.084
ppm using current data rounding conventions).
With regard to the secondary standard for O3, EPA
proposed to revise the current 8-hour standard with one of two options
to provide increased protection against O3-related adverse
impacts on vegetation and forested ecosystems. One option was to
replace the current standard with a cumulative, seasonal standard
expressed as an index of the annual sum of weighted hourly
concentrations, cumulated over 12 hours per day (8 am to 8 pm) during
the consecutive 3-month period within the O3 season with the
maximum index value, set at a level within the range of 7 to 21 ppm-
hours. The other option was to make the secondary standard identical to
the proposed primary 8-hour standard. EPA solicited comment on
specifying a cumulative, seasonal standard in terms of a 3-year average
of the annual sums of weighted hourly concentrations; on the range of
alternative 8-hour standard levels for which comment was being
solicited for the primary standard, including retaining the current
secondary standard, which is identical to the current primary standard;
and on an alternative approach to setting a cumulative, seasonal
secondary standard.
E. Organization and Approach to Final O3 NAAQS Decisions
This action presents the Administrator's final decisions regarding
the need to revise the current primary and secondary O3
standards. Revisions to the primary standard for O3 are
addressed below in section II, and a discussion on communication of
public health information regarding revisions to the primary
O3 standard is presented in section III. The secondary
O3 standard is addressed below in section IV. Related data
completeness and data handling and rounding conventions are addressed
in section V, and federal reference methods for monitoring
O3 are addressed below in section VI. Future implementation
steps and related control requirements are discussed in section VII. A
discussion of statutory and executive order reviews is provided in
section VIII.
Today's final decisions are based on a thorough review in the
Criteria Document of scientific information on known and potential
human health and welfare effects associated with exposure to
O3 at levels typically found in the ambient air. These final
decisions also take into account: (1) Staff assessments in the Staff
Paper of the most policy-relevant information in the Criteria Document
as well as quantitative exposure and risk assessments based on that
information; (2) CASAC Panel advice and recommendations, as reflected
in its letters to the Administrator, its discussions of drafts of the
Criteria Document and Staff Paper at public meetings, and separate
written comments prepared by individual members of the CASAC Panel; (3)
public comments received during the development of these documents,
either in connection with CASAC Panel meetings or separately; and (4)
extensive public comments received on the proposed rulemaking.
II. Rationale for Final Decisions on the Primary O3 Standard
A. Introduction
1. Overview
This section presents the Administrator's final decisions regarding
the need to revise the current primary O3 NAAQS, and the
appropriate revision to the level of the 8-hour standard. As discussed
more fully below, the rationale for the final decision on appropriate
revisions to the primary O3 NAAQS includes consideration of:
(1) Evidence of health effects related to short-term exposures to
O3; (2) insights gained from quantitative exposure and
health risk assessments; (3) public and CASAC Panel comments received
during the development and review of the Criteria Document, Staff
Paper, exposure and risk assessments and on the proposal notice.
In developing this rationale, EPA has drawn upon an integrative
synthesis of the entire body of evidence \8\ relevant to examining
associations between exposure to ambient O3 and a broad
range of health endpoints (EPA, 2006a, Chapter 8), focusing on those
health endpoints for which the Criteria Document concluded that the
associations are causal or likely to be causal. This body of evidence
includes hundreds of studies conducted in many countries around the
world. In its assessment of the evidence judged to be most relevant to
decisions on elements of the primary O3 standards, EPA has
placed greater weight on U.S. and Canadian studies, since studies
conducted in other countries may well reflect different demographic and
air pollution characteristics.
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\8\ The word ``evidence'' is used in this notice to refer to
studies that provide information relevant to an area of inquiry,
which can include studies that report positive or negative results
or that provide interpretative information.
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As discussed below, a significant amount of new research has been
conducted since the last review, with important new information coming
from epidemiological, toxicological, controlled human exposure, and
dosimetric studies. Moreover, the newly available research studies
evaluated in the Criteria Document have undergone intensive scrutiny
through multiple layers of peer review, with extended
[[Page 16440]]
opportunities for review and comment by CASAC Panel and the public. As
with virtually any policy-relevant scientific research, there is
uncertainty in the characterization of health effects attributable to
exposure to ambient O3, most generally with regard to
whether observed health effects and associations are causal or likely
causal in nature and, if so, the certainty of causal associations at
various exposure levels. While important uncertainties remain, the
review of the health effects information has been extensive and
deliberate. In the judgment of the Administrator, this intensive
evaluation of the scientific evidence provides an adequate basis for
regulatory decision making at this time. This review also provides
important input to EPA's research plan for improving our future
understanding of the relationships between exposures to ambient
O3 and health effects.
The health effects information and quantitative exposure and health
risk assessment were summarized in sections II.A and II.B of the
proposal (72 FR at 37824-37862) and are only briefly outlined below in
sections II.A.2 and II.A.3. Subsequent sections of this preamble
provide a more complete discussion of the Administrator's rationale, in
light of key issues raised in public comments, for concluding that the
current standard is not requisite to protect public health with an
adequate margin of safety, and it is appropriate to revise the current
primary O3 standards to provide additional public health
protection (section II.B), as well as a more complete discussion of the
Administrator's rationale for retaining or revising the specific
elements of the primary O3 standards (section II.C), namely
the indicator (section II.C.1); averaging time (section II.C.2); form
(section II.C.3); and level (section II.C.4). A summary of the final
decisions on revisions to the primary O3 standards is
presented in section II.D.
2. Overview of Health Effects
This section outlines the information presented in Section II.A of
the proposal on known or potential effects on public health which may
be expected from the presence of O3 in ambient air. The
decision in the last review focused primarily on evidence from short-
term (e.g., 1 to 3 hours) and prolonged ( 6 to 8 hours) controlled-
exposure studies reporting lung function decrements, respiratory
symptoms, and respiratory inflammation in humans, as well as
epidemiology studies reporting excess hospital admissions and emergency
department visits for respiratory causes. The Criteria Document
prepared for this review emphasizes a large number of epidemiological
studies published since the last review with these and additional
health endpoints, including the effects of acute (short-term and
prolonged) and chronic exposures to O3 on lung function
decrements and enhanced respiratory symptoms in asthmatic individuals,
school absences, and premature mortality. It also emphasizes important
new information from toxicology, dosimetry, and controlled human
exposure studies. Highlights of the evidence include:
(1) Two new controlled human-exposure studies are now available
that examine respiratory effects associated with prolonged
O3 exposures at levels at and below 0.080 ppm, which was the
lowest exposure level that had been examined in the last review.
(2) Numerous recent controlled human-exposure studies have examined
indicators of O3-induced inflammatory response in both the
upper respiratory tract (URT) and lower respiratory tract (LRT), while
other studies have examined changes in host defense capability
following O3 exposure of healthy young adults and increased
airway responsiveness to allergens in subjects with allergic asthma and
allergic rhinitis exposed to O3.
(3) New evidence from controlled human exposure studies showing
that asthmatics have greater respiratory-related physiological
responses than healthy subjects and new evidence from epidemiological
studies showing associations between O3 exposure and lung
function and respiratory symptom responses; these findings differ from
the presumption in the last review that people with asthma had
generally the same magnitude of respiratory responses to O3
as those experienced by healthy individuals.
(4) Animal toxicology studies provide new information regarding
potential mechanisms of action, increased susceptibility to respiratory
infection, and biological plausibility of acute effects as well as
chronic, irreversible respiratory damage observed in animals.
(5) Numerous epidemiological studies published during the past
decade offer added evidence of associations between acute ambient
O3 exposures and lung function decrements and respiratory
symptoms in physically active healthy subjects and asthmatic subjects,
as well as new evidence regarding additional health endpoints,
including relationships between ambient O3 concentrations
and school absenteeism and between ambient O3 and cardiac-
related physiological endpoints.
(6) Several additional studies have been published over the last
decade examining the temporal associations between acute O3
exposures and both emergency department visits for respiratory diseases
and respiratory-related hospital admissions.
(7) A large number of newly available epidemiological studies have
examined the effects of acute exposure to PM and O3 on
premature mortality, notably including large multi-city studies that
provide much more robust information than was available in the last
review, as well as recent meta-analyses that have evaluated potential
sources of heterogeneity in O3-mortality associations.
Section II.A of the proposal provides a detailed summary of key
information contained in the Criteria Document (chapters 4-8) and in
the Staff Paper (chapter 3), on the known and potential effects of
O3 exposure and information on the effects of O3
exposure in combination with other pollutants that are routinely
present in the ambient air (72 FR 37824-37851). The information there
summarizes:
(1) New information available on potential mechanisms for morbidity
and mortality effects associated with exposure to O3,
including potential mechanisms or pathways related to direct effects on
the respiratory system, systemic effects that are secondary to effects
in the respiratory system (e.g., cardiovascular effects);
(2) The nature of effects that have been associated directly with
exposure to O3 or indirectly with the presence of
O3 in ambient air, including premature mortality,
aggravation of respiratory and cardiovascular disease (as indicated by
increased hospital admissions and emergency department visits), changes
in lung function and increased respiratory symptoms, as well as new
evidence for more subtle indicators of cardiovascular health;
(3) An integrative interpretation of the health effects evidence,
focusing on the biological plausibility and coherence of the evidence
and key issues raised in interpreting epidemiological studies, along
with supporting evidence from experimental (e.g., dosimetric and
toxicological) studies as well as the limitations of the evidence; and
(4) Considerations in characterizing the public health impact of
O3, including the identification of sensitive and vulnerable
subpopulations that are potentially at risk to such effects, including
active people, people with pre-existing lung and heart diseases,
children and older adults, and people with increased responsiveness to
O3.
[[Page 16441]]
3. Overview of Human Exposure and Health Risk Assessments
To put judgments about health effects that are adverse for
individuals into a broader public health context, EPA developed and
applied models to estimate human exposures and health risks. This
broader public health context included consideration of the size of
particular population groups at risk for various effects, the
likelihood that exposures of concern would occur for individuals in
such groups under varying air quality scenarios, estimates of the
number of people likely to experience O3-related effects,
the variability in estimated exposures and risks, and the kind and
degree of uncertainties inherent in assessing the exposures and risks
involved.
As discussed in more detail in section II.B of the proposal, there
are a number of important uncertainties that affect the exposure and
health risk estimates. It is also important to note that there have
been significant improvements since the last review in both the
exposure and health risk models. The CASAC Panel expressed the view
that the exposure analysis represents a state-of-the-art modeling
approach and that the health risk assessment was ``well done, balanced
and reasonably communicated'' (Henderson, 2006c).
In modeling exposures and health risks associated with just meeting
the current and alternative O3 standards, EPA simulated air
quality just meeting these standards based on O3 air quality
patterns in several recent years and on how the shape of the
O3 air quality distributions has changed over time based on
historical trends in monitored O3 air quality data. As
discussed in the proposal notice and in the Staff Paper (section
4.5.8), recent O3 air quality distributions were
statistically adjusted to simulate just meeting the current and
selected alternative standards. Specifically, the exposure and risk
assessment included estimates for a recent year of air quality and for
air quality adjusted to simulate just meeting the current and
alternative standards based on O3 season data from a recent
three-year period (2002-2004). The O3 season in each area
included the period of the year for which routine hourly O3
monitoring data are available. Typically this period spans from March
or April through September or October, although in some areas it
includes the entire year. Three years were modeled to reflect the
substantial year-to-year variability that occurs in O3
levels and related meteorological conditions, and because the standard
is specified in terms of a three-year period. The year-to-year
variability observed in O3 levels is due to a combination of
different weather patterns and the variation in emissions of
O3 precursors. Nationally, 2002 was a relatively high year
with respect to the 4th highest daily maximum 8-hour O3
levels observed in urban areas across the U.S. (see Staff Paper, Figure
2-16), with the mean of the distribution of annual 4th highest daily
maximum 8-hour O3 levels for urban monitors nationwide being
in the upper third among the years 1990 through 2004. In contrast, on a
national basis, 2004 was the lowest year on record with respect to the
mean of the distribution of annual 4th highest daily maximum 8-hour
O3 levels for this same 15 year period. The 4th highest
daily maximum 8-hour levels observed in most, but not all of the 12
urban areas included in the exposure and risk assessment, were
relatively low in 2004 compared to other recent years. The 4th highest
daily maximum 8-hour O3 levels observed in 2003 in the 12
urban areas and nationally generally were between those observed in
2002 and 2004. As a result of the variability in air quality, the
exposure and risk estimates associated with just meeting the current or
any alternative standard also will vary depending on the year chosen
for the analysis. Thus, exposure and risk estimates based on 2002 air
quality generally show relatively higher numbers of children affected
and the estimates based on 2004 air quality generally show relatively
fewer numbers of children affected.
These simulations do not reflect any consideration of specific
control programs or strategies designed to achieve the reductions in
emissions required to meet the specified standards. Further, these
simulations do not represent predictions of when, whether, or how areas
might meet the specified standards.\9\ Instead these simulations
represent a projection of the kind of air quality levels that would be
likely to occur in areas just attaining various alternative standards,
when historical patterns of air quality, reflecting averages over many
areas, are applied in the urban areas examined.
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\9\ For informational purposes only, modeling that projects how
areas might attain alternative standards in a future year as a
result of Federal, State, local, and Tribal efforts is presented in
the final Regulatory Impact Analysis being prepared in connection
with this decision.
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a. Exposure Analyses
As discussed in section II.B.1 of the proposal, EPA conducted human
exposure analyses using a simulation model to estimate O3
exposures for the general population, school age children (ages 5-18),
and school age children with asthma living in 12 U.S. metropolitan
areas representing different regions of the country where the current
8-hour O3 standard is not met. The emphasis on children
reflected the finding of the last review that children are an important
at-risk group. Exposure estimates were developed using a probabilistic
exposure model that is designed to explicitly model the numerous
sources of variability that affect people's exposures. This exposure
assessment is more fully described and presented in the Staff Paper and
in a technical support document, Ozone Population Exposure Analysis for
Selected Urban Areas (EPA, 2007c; henceforth ``Exposure Analysis
TSD''). As noted in the proposal, the scope and methodology for this
exposure assessment were developed over the last few years with
considerable input from the CASAC Panel and the public.
As discussed in the proposal notice and in greater detail in the
Staff Paper (chapter 4) and Exposure Analysis TSD, EPA recognized that
there are many sources of variability and uncertainty inherent in the
input to this assessment and that there was uncertainty in the
resulting O3 exposure estimates. In EPA's judgment, the most
important uncertainties affecting the exposure estimates are related to
the modeling of human activity patterns over an O3 season,
the modeling of variations in ambient concentrations near roadways, and
the modeling of air exchange rates that affect the amount of
O3 that penetrates indoors. Another important uncertainty
that affects the estimation of how many exposures are associated with
moderate or greater exertion is the characterization of energy
expenditure for children engaged in various activities. As discussed in
more detail in the Staff Paper (section 4.3.4.7), the uncertainty in
energy expenditure values carries over to the uncertainty of the
modeled breathing rates, which are important since they are used to
classify exposures occurring at moderate or greater exertion. These are
the relevant exposures since O3-related effects observed in
clinical studies only are observed when individuals are engaged in some
form of exercise. The uncertainties in the exposure model inputs and
the estimated exposures have been assessed using quantitative
uncertainty and sensitivity analyses. Details are discussed in the
Staff Paper (section 4.6) and in a technical memorandum describing the
exposure modeling uncertainty analysis (Langstaff, 2007).
The exposure assessment, which provided estimates of the number of
people exposed to different levels of
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ambient O3 while at elevated exertion \10\, served two
purposes. First, the entire range of modeled personal exposures to
ambient O3 was an essential input to the portion of the
health risk assessment based on exposure-response functions from
controlled human exposure studies, discussed in the next section.
Second, estimates of personal exposures to ambient O3
concentrations at and above specified benchmark levels while at
elevated exertion provided some perspective on the public health
impacts of health effects that we cannot currently evaluate in
quantitative risk assessments but that may occur at current air quality
levels, and the extent to which such impacts might be reduced by
meeting the current and alternative standards. In the proposal, we
referred to exposures at and above these benchmark levels while at
elevated exertion as ``exposures of concern.''
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\10\ As discussed in section II.A of the proposal, O3
health responses observed in controlled human exposure studies are
associated with exposures while subjects are engaged in moderate or
greater exertion on average over the exposure period (hereafter
referred to as ``elevated exertion'') and, therefore, these are the
exposures of interest.
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Based on the observation from the exposure analyses conducted in
the prior review that children represented the population subgroup with
the greatest exposure to ambient O3, EPA chose to model 8-
hour exposures at elevated exertion for all school age children, and
separately for asthmatic school age children, as well as for the
general population in the current exposure assessment. While outdoor
workers and other adults who engage in moderate or greater exertion for
prolonged periods while outdoors during the day in areas experiencing
elevated O3 concentrations also are at risk for
O3-related health effects, EPA did not focus on developing
quantitative exposure estimates for these population subgroups due to
the lack of information about the number of individuals who regularly
work or exercise outdoors. Thus, as presented in the proposal and in
the Staff Paper the exposure estimates are most useful for making
relative comparisons of estimated exposures in school age children
across alternative air quality scenarios. This assessment does not
provide information on exposures for adult subgroups within the general
population associated with the air quality scenarios.
EPA noted in the proposal key observations that were important to
consider in comparing exposure estimates associated with just meeting
the current NAAQS and alternative standards considered. These included:
(1) As shown in Table 6-1 of the Staff Paper, the patterns of
exposures in terms of percentages of the population exceeding given
exposure levels were very similar for the general population and for
asthmatic and all school age (5-18) children, although children were
about twice as likely as the general population to be exposed at any
given level.
(2) As shown in Table 1 in the proposal (72 FR 37855), the number
and percentage of asthmatic and all school age children aggregated
across the 12 urban areas estimated to experience 1 or more exposures
of concern declined from simulations of just meeting the current
standard to simulations of alternative 8-hour standards by varying
amounts, depending on the benchmark level, the population subgroup
considered, and the air quality year chosen.\11\
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\11\ While the proposal notice stated in the text that
``approximately 2 to 4 percent of all and asthmatic children'' were
estimated to experience exposures of concern at and above the 0.070
ppm benchmark level for standards in the range of 0.070 to 0.075 ppm
(72 FR 37879), the correct range is about 1 to 5 perecent consistent
with the estimates provided in Table 1 of the proposal (72 FR
37855).
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(3) Substantial year-to-year variability in exposure estimates was
observed over the three-year modeling period.
(4) There was substantial variability observed across the 12 urban
areas in the percent of the population subgroups estimated to
experience exposures at and above specified benchmark levels while at
elevated exertion.
(5) Of particular note, there is high inter-individual variability
in responsiveness such that only a subset of individuals who were
exposed at and above a given benchmark level while at elevated exertion
would actually be expected to experience any such potential adverse
health effects.
(6) In considering these observations, it was important to take
into account the variability, uncertainties, and limitations associated
with this assessment, including the degree of uncertainty associated
with a number of model inputs and uncertainty in the model itself.
b. Quantitative Health Risk Assessment
As discussed in section II.B.2 of the proposal, the approach used
to develop quantitative risk estimates associated with exposures to
O3 builds upon the risk assessment conducted during the last
review.\12\ The expanded and updated assessment conducted in this
review includes estimates of (1) risks of lung function decrements in
all and asthmatic school age children, respiratory symptoms in
asthmatic children, respiratory-related hospital admissions, and non-
accidental and cardiorespiratory-related mortality associated with
recent short-term ambient O3 levels; (2) risk reductions and
remaining risks associated with just meeting the current 8-hour
O3 NAAQS; and (3) risk reductions and remaining risks
associated with just meeting various alternative 8-hour O3
NAAQS in a number of example urban areas. The health risk assessment
was discussed in the Staff Paper (chapter 5) and presented more fully
in a technical support document, Ozone Health Risk Assessment for
Selected Urban Areas (Abt Associates, 2007a). As noted in the proposal,
the scope and methodology for this risk assessment was developed over
several years with considerable input from the CASAC Panel and the
public.
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\12\ The methodology, scope, and results from the risk
assessment conducted in the last review are described in Chapter 6
of the 1996 Staff Paper (EPA, 1996) and in several technical reports
(Whitfield et al., 1996; Whitfield, 1997) and publication (Whitfield
et al., 1998).
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EPA recognized that there were many sources of uncertainty and
variability inherent in the inputs to these assessments and that there
was a high degree of uncertainty in the resulting O3 risk
estimates. Such uncertainties generally relate to a lack of clear
understanding of a number of important factors, including, for example,
the shape of exposure-response and concentration-response functions,
particularly when, as here, effect thresholds can neither be discerned
nor determined not to exist; issues related to selection of appropriate
statistical models for the analysis of the epidemiologic data; the role
of potentially confounding and modifying factors in the concentration-
response relationships; and issues related to simulating how
O3 air quality distributions will likely change in any given
area upon attaining a particular standard, since strategies to reduce
emissions are not yet fully defined. While some of these uncertainties
were addressed quantitatively in the form of estimated confidence
ranges around central risk estimates, other uncertainties and the
variability in key inputs were not reflected in these confidence
ranges, but rather were partially characterized through separate
sensitivity analyses or discussed qualitatively.
Key observations and insights from the O3 risk
assessment, together with important caveats and limitations, were
discussed in section II.B of the proposal. In general, estimated risk
reductions associated with going from current O3 levels to
just meeting the current and
[[Page 16443]]
alternative 8-hour standards show patterns of increasing estimated risk
reductions associated with just meeting the lower alternative 8-hour
standards considered. Furthermore, the estimated percentage reductions
in risk were strongly influenced by the baseline air quality year used
in the analysis (see Staff Paper, Figures 6-1 through 6-6)
Key observations important in comparing estimated health risks
associated with attainment of the current NAAQS and alternative
standards included:
(1) As discussed in the Staff paper (section 5.4.5), EPA has
greater confidence in relative comparisons in risk estimates between
alternative standards than in the absolute magnitude of risk estimates
associated with any particular standard.
(2) Significant year-to-year variability in O3
concentrations combined with the use of a 3-year design value to
determine the amount of air quality adjustment to be applied to each
year analyzed, results in significant year-to-year variability in the
annual health risk estimates upon just meeting the current and
potential alternative standards.
(3) There is noticeable city-to-city variability in estimated
O3-related incidence of morbidity and mortality across the
12 urban areas analyzed for both recent years of air quality and for
air quality adjusted to simulate just meeting the current and selected
potential alternative standards. This variability is likely due to
differences in air quality distributions, differences in estimated
exposure related to many factors including varying activity patterns
and air exchange rates, differences in baseline incidence rates, and
differences in susceptible populations and age distributions across the
12 urban areas.
(4) With respect to the uncertainties about estimated policy-
relevant background (PRB) concentrations,\13\ as discussed in the Staff
Paper (section 5.4.3), alternative assumptions about background levels
had a variable impact depending on the health effect considered and the
location and standard analyzed in terms of the absolute magnitude and
relative changes in the risk estimates. There was relatively little
impact on either absolute magnitude or relative changes in lung
function risk estimates due to alternative assumptions about background
levels.\14\ With respect to O3-related non-accidental
mortality, while notable differences (i.e., greater than 50 percent)
were observed in some areas, particularly for more stringent standards,
the overall pattern of estimated reductions, expressed in terms of
percentage reduction relative to the current standard, was
significantly less impacted.
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\13\ PRB O3 concentrations used in the O3
risk assessment were defined in chapter 2 of the Staff Paper (EPA,
2007, pp. 2-48, 2-54) as the O3 concentrations that would
be observed in the U.S. in the absence of anthropogenic emissions of
precursors (e.g., VOC, NOX, and CO) in the U.S., Canada,
and Mexico. Based on runs of the GEOS-CHEM model (a global
tropospheric O3 model) applied for the 2001 warm season
(i.e., April to September), monthly background daily diurnal
profiles for each of the 12 urban areas for each month of the
O3 season were simulated using meteorology for the year
2001. Based on these model runs, the Criteria Document states that
current estimates of PRB O3 concentrations are generally
in the range of 0.015 to 0.035 ppm in the afternoon, and they are
generally lower under conditions conducive to high O3
episodes. They are highest during spring due to contributions from
hemispheric pollution and stratospheric intrusions. The Criteria
Document states that the GEOS-CHEM model applied for the 2001 warm
season reports PRB O3 concentrations for afternoon
surface air over the United States that are likely 10 ppbv too high
in the southeast in summer, and accurate within 5 ppbv in other
regions and seasons.
\14\ Sensitivity analyses examining the impact of alternative
assumptions about PRB were only conducted for lung function
decrements and non-accidental mortality.
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(5) Concerning the part of the risk assessment based on effects
reported in epidemiological studies, important uncertainties include
uncertainties (1) surrounding estimates of the O3
coefficients for concentration-response relationships used in the
assessment, (2) involving the shape of the concentration-response
relationship and whether or not a population threshold or non-linear
relationship exists within the range of concentrations examined in the
studies, (3) related to the extent to which concentration-response
relationships derived from studies in a given location and time when
O3 levels were higher or behavior and /or housing conditions
were different provide accurate representations of the relationships
for the same locations with lower air quality distributions and/or
different behavior and/or housing conditions, and (4) concerning the
possible role of co-pollutants which also may have varied between the
time of the studies and the current assessment period. An important
additional uncertainty for the mortality risk estimates is the extent
to which the associations reported between O3 and non-
accidental and cardiorespiratory mortality actually reflect causal
relationships.
As discussed in the proposal, some of these uncertainties have been
addressed quantitatively in the form of estimated confidence ranges
around central risk estimates; others are addressed through separate
sensitivity analyses (e.g., the influence of alternative estimates for
policy-relevant background levels) or are characterized qualitatively.
For both parts of the health risk assessment, statistical uncertainty
due to sampling error has been characterized and is expressed in terms
of 95 percent credible intervals. EPA recognizes that these credible
intervals do not reflect all of the uncertainties noted above.
B. Need for Revision of the Current Primary O3 Standard
1. Introduction
The initial issue to be addressed in this review of the primary
O3 standard is whether, in view of the advances in
scientific knowledge reflected in the Criteria Document and Staff
Paper, the current standard should be revised. As discussed in section
II.C of the proposal, in evaluating whether it was appropriate to
propose to retain or revise the current standard, the Administrator
built upon the last review and reflected the broader body of evidence
and information now available. In the proposal, EPA presented
information, judgments, and conclusions from the last review, which
revised the level, averaging time, and form of the standard, from the
Staff Paper's evaluation of the adequacy of the current primary
standard, including both evidence- and exposure/risk-based
considerations, as well as from the CASAC Panel's advice and
recommendations. The Staff Paper evaluation, CASAC Panel's views, and
the Administrator's proposed conclusions on the adequacy of the current
primary standard are presented below.
a. Staff Paper Evaluation
The Staff Paper considered the evidence presented in the Criteria
Document as a basis for evaluating the adequacy of the current
O3 standard, recognizing that important uncertainties
remain. The ex