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U.S. ENVIRONMENTAL PROTECTION AGENCY
OFFICE OF INSPECTOR GENERAL
Improving air quality
EPA Has Reduced Its Backlog
of State Implementation Plans
Submitted Prior to 2013 but
Continues to Face Challenges
in Taking Timely Final Actions
on Submitted Plans
Report No. 21-E-0163
June 14, 2021

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Report Contributors:
Andrea Martinez
Connie Song
Andrew Lavenburg
Renee McGhee-Lenart
Gabrielle Fekete
Abbreviations
CAA
Clean Air Act
EPA
U.S. Environmental Protection Agency
NAAQS
National Ambient Air Quality Standards
OIG
Office of Inspector General
OTR
Ozone Transport Region
SIP
State Implementation Plan
SPeCS
State Planning Electronic Collaboration System
SSM
Startup-Shutdown-Malfunction
Cover Image: Percentage of active State Implementation Plans under review at the EPA that
are in backlogged status, by state, based on OIG analysis of the EPA's State
Planning Electronic Collaboration System as of May 2021. (EPA OIG image)
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At a Glance
Why We Did This Evaluation
We conducted this evaluation to
determine the (1) number of
Clean Air Act State
Implementation Plans awaiting
U.S. Environmental Protection
Agency approval, (2) factors
causing delays in plan approvals,
(3) extent to which states have
not submitted required plans to
the EPA, (4) potential impact of
delays in plan processing on
achieving air quality standards,
and (5) steps that the EPA is
taking to address delays in plan
processing.
The Clean Air Act requires each
state to submit State
Implementation Plans that
demonstrate that it has an air
quality management program in
place to implement National
Ambient Air Quality Standards
and to identify emission-control
requirements to attain or
maintain the standards. The Act
provides statutory deadlines for
when states must submit and the
EPA must approve or disapprove
the plans.
This evaluation addresses the
following:
•	Improving air quality.
This evaluation addresses these
top EPA management challenges:
•	Complying with key internal
control requirements (policies
and procedures).
•	Overseeing states
implementing EPA programs.
Address inquiries to our public
affairs office at (202) 566-2391 or
OIG WEBCOMMENTS@epa.gov.
List of OIG reports.
EPA Has Reduced Its Backlog of State
Implementation Plans Submitted Prior to 2013 but
Continues to Face Challenges in Taking Timely Final
Actions on Submitted Plans
Delays in EPA SIP actions
increase the risk that
state or local air agencies
are not implementing
plans sufficient to achieve
or maintain the NAAQS.
What We Found
Since 2015, the EPA has reduced the number of
State Implementation Plan submittals awaiting EPA
action, including the portion of these submittals that
have been backlogged at the EPA. A SIP submittal is
considered backlogged when it is not acted upon by
the EPA within 12 months from the date of the
completeness determination. The Agency has
reduced its backlog by taking final actions on SIPs backlogged prior to 2013,
encouraging states to withdraw some SIP submittals, and conducting early
engagement with state agencies prior to SIP submittal. We found that, from 2013
through 2020, states were often late submitting SIPs to the EPA, submitting
51 percent of required SIP elements six months or more after the statutory deadline.
Despite this progress, the EPA has still not taken timely action on a significant
number of SIP submittals. As of January 1, 2021, approximately 39 percent of the
903 active SIP submittals awaiting EPA action were considered backlogged.
Several factors can negatively impact the Agency's ability to take timely action: the
number of SIP submittals received in a given year, the complexity of certain types of
SIP submittals, limited regional resources, and unresolved litigation and legal and
policy issues that would set national precedents. For example, as of February 2021,
approximately 46 percent of backlogged SIP elements at the EPA were under
further review due to ongoing national precedent or litigation concerns.
The impact of EPA delays in taking SIP actions varies. In circumstances where air
quality is not meeting National Ambient Air Quality Standards, delayed EPA actions
increase the risk that state or local air agencies are not implementing plans
sufficient to achieve the NAAQS. In other cases, delayed action can result in a lack
of regulatory certainty and different enforceable requirements for regulated entities.
Recommendations and Planned Agency Corrective Actions
We recommend that the EPA (1) develop and implement a process to identify which
SIP elements are not submitted by statutory deadlines; (2) develop and implement
a plan to address regional workload disparities to ensure timely SIP actions;
(3) reassess certain decisions affecting the suspension of SIP requirements in
Yuma, Arizona, and Mariposa, California; and (4) issue findings of failure to submit
or take disapproval actions for areas without an EPA-approved SIP in place that
continue to exceed the NAAQS beyond their required attainment dates. The EPA
agreed with our recommendations. Recommendations 1 and 3 are completed, and
Recommendation 4 is resolved with corrective actions pending. Recommendation 2
is unresolved pending additional information on future years' plans.

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UNITED STATES ENVIRONMENTAL PROTECTION AGENCY
WASHINGTON, D.C. 20460
THE INSPECTOR GENERAL
June 14, 2021
MEMORANDUM
SUBJECT: EPA Has Reduced Its Backlog of State Implementation Plans Submitted Prior to 2013
but Continues to Face Challenges in Taking Timely Final Actions on Submitted Plans
Report No. 21-E-0163
This is our report on the subject evaluation conducted by the Office of Inspector General of the
U.S. Environmental Protection Agency. The project number for this evaluation was QA&E-FY20-0125.
This report contains findings that describe the problems the OIG has identified and corrective actions the
OIG recommends. Final determinations on matters in this report will be made by EPA managers in
accordance with established audit resolution procedures.
The Office of Air and Radiation is responsible for the issues discussed in this report. Recommendations 1
and 3 are complete. Recommendation 4 is resolved with corrective actions pending.
Action Required
Recommendation 2 is unresolved. The resolution process begins immediately with the issuance of this
report. Furthermore, we request a written response to the final report within 60 days of this memorandum.
Your response will be posted on the OIG's website, along with our memorandum commenting on your
response. Your response should be provided as an Adobe PDF file that complies with the accessibility
requirements of Section 508 of the Rehabilitation Act of 1973, as amended. The final response should not
contain data that you do not want to be released to the public; if your response contains such data, you
should identify the data for redaction or removal along with corresponding justification.
FROM: Sean W. O'Donnell
TO:
Joseph Goffman, Acting Assistant Administrator
Office of Air and Radiation
We will post this report to our website as www.epa.gov/oig.

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EPA Has Reduced Its Backlog of State	21-E-0163
Implementation Plans Submitted Prior to 2013
but Continues to Face Challenges in Taking
Timely Final Actions on Submitted Plans
Table of Contents
Chapters
1	Introduction	 1
Purpose	 1
Background	 1
Responsible Offices		8
Scope and Methodology		8
2	EPA Has Reduced the SIP Backlog, but Taking Timely SIP Actions
Remains a Challenge Compounded by Legal and Policy Issues		11
EPA Has Reduced SIP Backlog but Still Often Exceeds CAA Time
Frames for Final Actions		11
States' SIP Submittals to EPA Are Frequently Late		12
Many Factors Cause Delayed Action on SIP Submittals		14
EPA Has Taken Steps to Address Its SIP Backlog Through Process
Changes and Improvements		20
Delays in EPA SIP Actions May Impact States' Ability to Achieve Air
Quality Standards and Prolong Periods of Regulatory Uncertainty		23
Conclusion	 27
Recommendations	 28
Agency Response and OIG Assessment		28
Status of Recommendations and Potential Monetary Benefits		30
Appendices
A Agency Response to Draft Report
B Distribution	
31
35

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Chapter 1
Introduction
Purpose
The Office of Inspector General for
the U.S. Environmental Protection
Agency conducted this evaluation to
determine the (1) number of Clean
Air Act, or C AA, State
Implementation Plans awaiting EPA
approval; (2) factors causing delays
in SIP approvals; (3) extent to which
states have not submitted required
SIPs to the EPA; (4) potential impact
of delays in SIP processing on achieving the EPA's National Ambient Air Quality
Standards, or NAAQS; and (5) steps that the EPA is taking to address delays in
SIP processing.
Background
Sections 108 and 109 of the CAA establish the EPA's authority to promulgate,
review, and revise primary and secondary NAAQS for each criteria air
pollutant to protect the nation's public health and the environment. The NAAQS
address six criteria pollutants known to be harmful to human health:
•	Carbon monoxide.
•	Nitrogen dioxide.
•	Sulfur dioxide.
•	Particulate matter.
•	Lead.
•	Ground-level ozone.
The human health effects of each of the six criteria pollutants are summarized in
Table 1.
Table 1: Health effects of the six criteria pollutants identified in the CAA
Criteria pollutant
Human health effects of exposure to pollutant
Carbon monoxide
Breathing elevated levels of carbon monoxide reduces the amount of
oxygen reaching the body's organs and tissues.
Nitrogen dioxide
Exposure to nitrogen dioxide can aggravate respiratory diseases,
particularly asthma; contribute to asthma development; and potentially
increase susceptibility to respiratory infections.
Sulfur dioxide
Short-term exposure to sulfur dioxide is linked to respiratory effects,
including difficulty breathing and increased asthma symptoms.
Top Management Challenges
This evaluation addresses the following top
management challenges for the Agency, as
identified in OIG Report No. 20-N-0231. EPA's
FYs 2020-2021 Top Management Challenges, issued
July 21, 2020:
•	Complying with key internal control
requirements (policies and procedures).
•	Overseeing states implementing EPA programs.
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Criteria pollutant
Human health effects of exposure to pollutant
Particulate matter
Exposure to particulate matter has been linked to premature death in
people with heart or lung disease; heart attacks; aggravated asthma;
decreased lung function; and respiratory symptoms, such as coughing or
difficulty breathing.
Lead
Exposure to lead may harm the developing nervous system of children,
resulting in learning deficits and behavioral problems. Lead can adversely
affect the nervous system, kidney function, the immune system,
reproductive and developmental systems, and the cardiovascular system.
Ground-level ozone
Breathing ozone can trigger a variety of health problems, including chest
pain, coughing, throat irritation, and airway inflammation. It also can
reduce lung function and harm lung tissue. Ozone can worsen bronchitis,
emphysema, and asthma.
Source: OIG summary of EPA information. (EPA OIG table)
SIP Development, Submittal, and Action Process
Section 110 of the CAA requires each state to
submit SIPs to the EPA that provide for the
implementation, maintenance, and enforcement of
the NAAQS. The purpose of SIPs is to demonstrate
to the EPA that states have basic air quality
management programs in place to implement new
or revised NAAQS and to identify emission-control
requirements to attain or maintain the NAAQS.
The CAA requires that the EPA review the NAAQS every five years and
determine whether changes are warranted. After the EPA promulgates a new
national standard or revises the NAAQS, each state has between three and five
years to develop and submit a SIP to the EPA for the new standard or revised
NAAQS. The statutory deadline for when the SIPs are due to the EPA is dependent
on what type of SIP the state is submitting and whether a state has areas that do not
meet the new standard or revised NAAQS. These areas are known as
nonattainment areas. Generally, the EPA's implementing regulations require each
state to adopt the regulations necessary for attainment and maintenance of the
relevant NAAQS in each SIP prior to submitting it to the EPA.
States submit several different types of SIPs to the EPA. The major SIP types are
listed in Table 2.
Table 2: Major NAAQS-related SIPs submitted to the EPA
SIP type
Description
Infrastructure
SIP
The CAA requires these plans for all states, regardless of designation, to
demonstrate what controls to use and regulate in order to remain in
attainment.
Nonattainment
new source
review SIP
In nonattainment areas, the EPA requires stationary sources of air pollution
to obtain permits before construction begins on a new source of air pollution
or a major modification of an existing source.
Nonattainment
area SIP*
If an area is designated as nonattainment, the state must develop an
additional SIP detailing the measures that the state will implement to reduce
air pollution and to achieve the NAAQS.
What is a SIP?
A SIP is a collection of regulations
and documents used by state,
territory, or local air districts to
maintain air quality in areas that
meet the NAAQS or to reduce air
pollution in areas that do not
meet the NAAQS.
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SIP type
Description
Ozone transport
region SIP
States in such a region are required to submit a SIP and install a certain
level of controls for the pollutants that form ozone, even if the states meet
the ozone standards.
Interstate
transport SIP
The CAA requires each state's SIP to prohibit emissions that will
significantly contribute to nonattainment of the NAAQS or interfere with
maintenance of the NAAQS in a downwind state.
Maintenance SIP
A state submits a request for redesignation of a nonattainment area for any
air pollutant that has attained the NAAQS. The state must also submit a
revision of the applicable SIP to provide for the maintenance of the NAAQS
for at least ten years after the redesignation occurs.
Source: OIG summary of EPA information. (EPA OIG table)
*According to the EPA, these plans are commonly referred to as Attainment Plans.
As noted above, the CAA specifies the time frames for state SIP submissions to
the EPA. In addition, the CAA details when the EPA must take certain actions in
reviewing the SIPs submitted by states. Some of the key action points in the SIP
process include the:
•	State's submission of the SIP to the EPA.
•	EPA's review of the completeness of the SIP submission.
•	EPA's final action on the SIP submission.
Figure 1 provides the general timeline for key points in the SIP development and
action processes. At any of the key action points, the EPA may find that a state
has failed to take sufficient action, as required in the CAA.
Figure 1: Timeline for key action points in the SIP development, submittal, and action process
•
The EPA has 60 days after
receipt to determine
whether a SIP is
complete. If the EPA fails
to determine whether a
•	SIP is complete within six
The EPA	| months of receipt, it is
promulgates new	deemed complete by
or revised naaqs.	States submit SIPs	operation of the law.	EPA takes final action
EPA promulgates
NAAQS
States have from
three to five years
to submit a new
or revised SIP.
EPA conducts
completeness review
Source: OIG analysis of key time frames identified in the CAA. (EPA OIG image)
The EPA has
12 months to take
final action on a
complete SIP.
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States Submit SIPs
The EPA identifies required SIP elements that states must address, depending
on the type of SIP a state is submitting. States can submit required SIP
elements all at once or in multiple submissions. Figure 2 shows an example of
the different required elements for an infrastructure SIP.
Figure 2: Required elements for an infrastructure SIP
Ozone (2008) Infrastructure
Emission limits and other control measures
Ambient air quality monitored data system
Program for enforcement of control measures
Prong 1: Interstate transport-significant contribution
Prong 2: Interstate transport-interfere with maintenance
Prong 3: Interstate transport-prevention of significant deterioration
Prong 4: Interstate transport-protect visibility
Interstate and international pollution abatement
Adequate resources
Stationary source monitoring system
Emergency power
Future SIP revisions
Consultation with government officials
Air quality modeling
Permitting fees
Consultation/participation by affected local entities
Source: OIG summary of EPA SIP requirements. (EPA OIG image)
EPA Completeness Review
Once the EPA receives a SIP submittal from the state, the EPA has 60 days,
but no longer than six months after the SIP is due, to determine whether the
minimum completeness criteria have been met. According to the EPA's SIP
Processing Manual. the EPA conducts a completeness review to determine
whether all required materials have been submitted, rather than to conclude
whether the SIP submittal can be approved. The manual also states that the
objective of the completeness criteria is to return fundamentally unreviewable
SIP submittals to the state for corrective action. If the EPA does not notify the
state that its SIP is complete or incomplete within six months after submittal,
the SIP is deemed complete by operation of law.
EPA Takes Final Action
Once the SIP is deemed complete, the EPA has 12 months to review and take
action on the SIP. An action on a SIP is when the EPA makes a formal
decision to approve or disapprove the SIP—in a full, partial, limited, or
conditional manner, as described in Table 3—and publishes that decision in


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the Federal Register. The EPA's approval of a SIP means that the Agency has
determined that the SIP meets the requirements of the CAA. Following the
SIP's approval, the elements and measures in the SIP become federally
enforceable. In addition to approval, the EPA can take other actions on a SIP.
The October 31, 2011 EPA document titled Options and Efficiency Tools for
EPA Action on State Implementation Plan (SIP) Submittals describes these
actions, which Table 3 summarizes.
Table 3: Types of EPA SIP actions
Type of
action
Description
Full
approval
This action is taken when a submission meets all applicable requirements of
the CAA requlations. This is the EPA's preferred option.
Partial
approval or
disapproval
This action is used when some portions of the submittal meet all applicable
requirements of the CAA and other portions do not. The portions must be
able to be separated because the EPA's disapproval action cannot change
the stringency of the portion of the submittal it approves.
Limited
approval or
limited
disapproval
This action is taken when some provisions of the submittal meet the
requirements of the CAA and other provisions that cannot be separated do
not. If, overall, the submittal strengthens the SIP, limited approval may be
used. Unlike a partial approval, this EPA action approves the entire rule with
a limitation.
Conditional
approval
This action can be used in limited circumstances in which the submittal
contains one or more deficiencies and the state has made a commitment to
address the deficiencies within one year of approval of the SIP submission.
This option cannot be used when the submission consists solely of a
commitment to submit a SIP in the future, nor can it be used when the SIP
has so many deficiencies that the entire SIP is deemed defective. The
conditional approval reverts to a disapproval if the state does not meet the
commitment.
Disapproval
This action is used in situations in which the state provides a submission
that does not meet statutory and regulatory requirements and the state is
unable to make changes to provide a submission that does meet applicable
requirements.
Source: OIG summary of the EPA's Options and Efficiency Tools for EPA Action on State
Implementation Plan (SIP) Submittals. (EPA OIG table)
Section 110(c)(1) of the CAA requires that the EPA develop a Federal
Implementation Plan within two years of the time that it:
•	Finds that a state failed to submit a required SIP.
•	Deems a state SIP to be incomplete.
•	Disapproves a state SIP in whole or in part.
A submitted SIP that corrects the original deficiencies will remove the EPA's
obligation to promulgate a Federal Implementation Plan. Possible sanctions
that a state faces include having its federal transportation funds withheld or
requiring new sources in the area to offset emissions by a ratio of 2:1.
EPA Tracking of SIP Submittals and Actions
In 2018, the EPA launched the State Planning Electronic Collaboration System
for State Implementation Plans, known as SPeCS. It was created in partnership
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with the Environmental Council of States and other state stakeholders as part of
the E-Enterprise Initiative. In addition to newly submitted SIPs, the EPA's SPeCS
database consists of SIP tracking data compiled from older databases used by the
EPA regions to track SIP actions. According to the EPA, two objectives of SPeCS
are to:
•	Allow states to make electronic submittals to the EPA, which reduces
costs and lessens burdens on state and local air agencies and the EPA by
reducing the number of paper copy submissions required.
•	Track the Agency's progress in reaching final action on state SIP
submittals.
In March 2021, the EPA completed quality assurance of data in SPeCS and
released three publicly available online SIP status tools that use data from SPeCS.
SPeCS tracks SIPs in different ways. First, SPeCS tracks SEPs by submittal,
which is referred to in SPeCS as a review page. Review pages can have more than
one required SIP element per submittal. The elements included in a state's review
page may vary depending on how the state submitted the SIP. This means that
review pages are not always comparable across different state submittals. For
example, one state could submit all 16 required elements for its infrastructure SIP
in one review page, while another state could submit 12 elements in one review
page and the remaining four elements in another review page, for a total of two
review pages. In this situation, one state would have double the number of review
pages in SPeCS but the same number of submitted elements as the state with a
single review page. Figure 3 illustrates this example.
Figure 3: Example of how states may have a different number of
submittals to address the same number of required SIP elements
Infrastructure SIP
16 required elements
State A
Submittal 1
Review Page 1
Contains 12
elements
Submittal 2
Review Page 2
Contains 4
elements
State B

Submittal 1
Review Page 1
Contains 16
elements
Source: OIG summary of infrastructure SIP submittal example. (EPA OIG image)
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Staff in the Office of Air Quality Planning and Standards told us that the EPA is
required to act on state submittals once they are deemed complete, even if all
required elements are not included in a single submittal. Therefore, tracking
review pages allows the Agency to identify SIP submittals that require action and
the milestones for those actions. However, the way that the data are organized in
SPeCS has limitations when evaluating the SIP program nationally because each
state submittal may have a different number of elements in it. The review-page-
level report in SPeCS does not indicate how many elements are present within
each submittal. In addition, it does not note when a state has submitted all
required elements.
Second, SPeCS tracks SIPs by element. However, the only SIPs that have
element-level tracking in SPeCS are infrastructure; ozone transport region, or
OTR; and maintenance plan or attainment plan SIPs.
As illustrated in Figures 2 and 3, SIPs consist of multiple required elements.
SPeCS includes reports that show tracking data for each required SIP element.
Similar to review-page-level data, there are limitations to using element-level data
in SPeCS to evaluate the timeliness of state SIP submittals and EPA actions. For
example, SPeCS does not identify certain elements that may have been suspended
or are no longer required to be submitted by a state. In addition, element-level
data in SPeCS are not tracked for all types of SIP submittals.
SIP Backlog at EPA
A SIP submittal is considered backlogged when it is not acted upon by the EPA
within 12 months from the date of the completeness determination, which is the
deadline for EPA action provided in the CAA. For several years, the EPA and
state and local air agencies have focused attention on reducing the SIP backlog.
At the beginning of 2010, the EPA had a backlog of 451 review pages. At that
time, the EPA and two state government association groups formed a SIP Reform
Workgroup with a mission "to make the SIP process more efficient and effective
while ensuring the fulfillment of statutory responsibilities to attain the NAAQS as
expeditiously as practicable." One of the workgroup's goals was to eliminate the
EPA's SIP backlog by the end of 2017. The group aimed to accomplish this goal
by having EPA regions establish four-year management plans. Although the
Agency has reduced its SIP backlog, it still had a backlog of 418 review pages at
the end of 2017, and 356 review pages at the end of 2020. Steps that the Agency
have taken to help reduce its SIP backlog and improve the timeliness of SIP
actions are described in Chapter 2.
SIP Enforcement
States generally enforce the measures and regulations within their SIPs. However,
an EPA-approved SIP is federally enforceable. This means that the EPA is
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authorized to take enforcement actions against violators. If elements of a SIP have
been approved by a state but not yet been approved by the EPA, such elements are
only state-enforceable. If a state submits a SIP that revises the previously
EPA-approved version of a SIP, regulated entities may be subject to two different
sets of requirements—the new state-enforceable measures in the revised SIP, as
well as the federally enforceable measures in the previously EPA-approved SIP—
until the EPA takes action to approve the revised SIP submittal.
Responsible Offices
The Office of Air Quality Planning and Standards, within the Office of Air and
Radiation, is the lead office in tracking national policy issues that may affect SIP
submittals across multiple states. The Office of Air Quality Planning and
Standards tracks SIP submittals through SPeCS. In addition, EPA regions are
responsible for shepherding SIPs through the EPA review-and-action process,
including providing technical and legal expertise during early engagement with
air agencies. EPA regional offices are delegated authority to propose and take
final action on SIPs submitted by state agencies, provided there are no national
policy consistency issues that pertain to the SIPs under review by EPA regional
offices.
Scope and Methodology
We conducted our work from April 2020 to April 2021. We conducted this
evaluation in accordance with the Quality Standards for Inspection and
Evaluation, published in January 2012 by the Council of the Inspectors General
on Integrity and Efficiency. Those standards require that we perform the
evaluation to obtain sufficient, competent, and relevant evidence to provide a
reasonable basis for our findings, conclusions, and recommendations based on our
objectives. We believe that the evidence obtained provides a reasonable basis for
our findings, conclusions, and recommendations.
To address our objectives, we obtained access to and reviewed data available in
the EPA's SPeCS database. We used the following SPeCS data sets to complete
our evaluation: element level, review-page level, and the SIP Issue Tracker. Each
data set had unique characteristics that allowed to us identify the number of SIP
submittals under review at the EPA, the status of state submittals, and the EPA's
SIP actions.
We used data in SPeCS to determine the status of active required SIP elements at
the EPA. We discussed the methodology used with the Agency. We compared the
data we obtained from SPeCS to data in the Agency's publicly available SIP
Status Report website. Elements that were not present on both the website and the
element-level report were removed from our analyses. We also removed data
from our review that were not chronologically accurate with the SIP review
process, such as elements that showed a completeness determination date after a
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final action date. These dates were removed to ensure the quality and consistency
of our results. We identified and removed from our analyses elements for
geographical areas that had been redesignated as in attainment and no longer
required SIP submission.
We used tools and reports available in SPeCS to identify data that did not meet
certain CAA criteria, such as required elements that were not submitted to the
EPA on time or elements on which the EPA had not taken timely action. To verify
our data analyses of SPeCS, we identified a sample of 29 SIPs in EPA Regions 1
and 9 for further evaluation and follow-up. The sample included SIPs from each
of the following six categories of criteria:
•	The state had not submitted the required SIP and six months had passed
from the statutory deadline for submittal.
•	The submittal had been backlogged for more than five years.
•	The EPA took more than five years to take final action on the SIP.
•	The EPA took final action on the SIP within the statutory time frame.
•	The submittal was withdrawn by the state.
•	The EPA made a finding other than full approval or disapproval more
than two years prior to our review or prior to May 2018. We conducted
interviews with managers and staff in those regions and requested
documentation to understand selected SIP actions.
We also developed a linear regression model to evaluate the rate of change of
time taken by the EPA to reach final action on a SIP submittal. Linear regression
models show or predict the relationship between two variables or factors. We
assessed how this time was affected by the month and year in which the SIP was
submitted, as well as by the total number of elements submitted in a month and
year. To be consistent with the rest of our data, the final results were scaled up to
years.
In addition, we interviewed EPA managers and staff in the Office of Air Quality
Planning and Standards and EPA Regions 1, 2, 9, and 10. We initially evaluated
all element-level data available in SPeCS. Based on this evaluation, we selected
Regions 1 and 9 for additional follow-up.
Region 1 was identified for additional follow-up because:
•	The required SIP elements in this region had the highest average number
of days between the completeness determination and the final action.
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•	A low percentage of required elements were acted upon within the
statutory time frame.
•	The states within the region were subject to OTR requirements.
Region 9 was identified for additional follow-up because:
•	It had the highest percentage of active back logged SIP review pages.
•	A low percentage of required elements were acted upon within the
statutory time frame.
•	A significant number of areas within the region were in nonattainment
status.
We interviewed an executive at the California Air Resources Board to discuss the
process for developing SIPs in California, the manner in which the state works
with the EPA, and the impacts the state experienced as a result of EPA SIP
backlogs and delayed final actions. We also interviewed an attorney at the Center
for Biological Diversity to discuss environmental and public health impacts of
delayed EPA final actions.
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Chapter 2
EPA Has Reduced the SIP Backlog, but Taking
Timely SIP Actions Remains a Challenge
Compounded by Legal and Policy Issues
While the percentage of SIPs backlogged at the EPA has decreased from
64 percent at the beginning of 2015 to 39 percent at the beginning of 2021, the
EPA still faces challenges in taking timely SIP actions. Both the EPA and state
agencies are frequently late in taking required actions. For example, the EPA only
took actions within the one-year time frame required by the C AA for 24 percent
of required SIP elements submitted since 2013. In addition, from 2013 through
2020, state agencies submitted 51 percent of the required SIP elements to the EPA
six months or more after the statutory deadline.
The EPA has implemented process changes over the last decade to help reduce its
SIP backlog and to improve the timeliness of EPA final actions on SIPs. The EPA
reduced the backlog for SIPs that were backlogged prior to 2013, encouraged
states to withdraw SIPs that had been superseded or were no longer necessary,
and conducted early engagement with the states. While the EPA has implemented
SIP process changes, the Agency has not been able to eliminate the SIP backlog
entirely.
Many factors impact the timeliness of the EPA's final actions on SIPs. The
number and complexity of SIP submittals affect the timeliness of EPA action.
EPA regions indicated that they have limited resources to review and approve SIP
submittals. EPA and state personnel told us that legal and policy issues affecting
the national consistency of EPA SIP actions impede the EPA from taking timely
final SIP actions. Delayed EPA actions increase the risk that state or local air
agencies are not implementing plans sufficient to achieve or maintain the
NAAQS. If the NAAQS are not being achieved, the residents in those areas could
be exposed to harmful pollutants affecting their health. In addition, the EPA's
delay in taking action on a SIP submittal, even if the submittal is eventually
approved, results in prolonged periods of regulatory uncertainty for regulated
entities during the time the SIP is with the EPA.
EPA Has Reduced SIP Backlog but Still Often Exceeds CAA Time
Frames for Final Actions
The total number of active SIP submittals, or review pages, awaiting EPA action
has declined from January 1, 2015, to January 1, 2020, although an increase in
submittals occurred at the beginning of 2021. Similarly, the percentage of active
SIP submittals in backlogged status has declined each year since 2015, as shown
by the red line in Figure 4. The significant decline in the number of active and
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backlogged SIP submittals at the EPA in 2016 and 2017 coincides with the EPA
SIP Reform Workgroup's goal of eliminating the SIP backlog by the end of 2017.
Figure 4: Active, backlogged SIP submittals at start of each year, 2015-2021
100% "U
g Category
50% J	Nonbacklogged
Backlogged
2015 2016 2017 2018 2019 2020 2021
Year
Source: OIG analysis of review page data in SPeCS. (EPA OIG image)
While the SIP backlog has been reduced, the EPA did not meet its goal of
eliminating the backlog by the end of 2017. In addition, the average time needed
by the EPA to take final SIP actions still exceeds the statutory time frames
identified in the CAA. Specifically, the EPA acted within the statutory time frame
on only 24 percent of required SIP elements submitted since 2013 and has
consistently had over 39 percent of active SIP submittals at the EPA in backlog
status each year since 2013.
States' SIP Submittals to EPA Are Frequently Late
State agencies have frequently submitted required SIPs to the EPA late. From
2013 through 2020, states submitted 72 percent of required SIP elements after the
statutory deadline and approximately 51 percent of required SIP elements
six months or more after the statutory deadline, according to data in SPeCS.
Figure 5 shows the percentage of elements submitted after the deadline by state
from 2013 through 2020.
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Figure 5: Each state's percentage of SIP elements submitted after statutory deadline
Submitted Late [%]
100
75
50
25
0
Source: OIG analysis of element-level data in SPeCS. (EPA OIG image)
When states fail to submit required SIP elements within six months of the
statutory deadline for that submission, the CAA requires that the EPA make a
failure to submit finding, which triggers a statutory time frame for the EPA to
develop a Federal Implementation Plan or to potentially issue sanctions against
the state. Despite the CAA imposing this nondiscretionary duty on the Agency to
issue findings of failure to submit when states do not make required SIP
submittals, we found that the EPA rarely makes such findings. When the Agency
does not make findings of failure to submit when states do not make SIP
submittals within required time frames, the Agency is not adhering to CAA
requirements.
Staff members from Regions 1 and 9 told us that they generally avoid failure-to-
submit findings or disapproval actions because of resource concerns, and a
Region 1 manager said that the manager was advised against doing so by EPA
headquarters. Region 9 managers told us that, because of the region's limited
resources, they make environmental-benefit and resource-based decisions on
whether to make a finding of failure to submit. According to a Region 1 manager,
the development of a Federal Implementation Plan can be more resource-intensive
than working with a state on correcting deficiencies in a SIP submittal.
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Many Factors Cause Delayed Action on SIP Submittals
Many factors cause delays in the EPA taking action on SIP submittals. These
factors include the number of SIP submittals received annually and the complexity
of the SIP submittals. In addition, both EPA and state personnel told us that legal
and policy issues affecting the national consistency of the EPA's SIP actions
impede the EPA from taking required, timely final SIP actions. For example, after
receiving a September 2019 letter from the EPA administrator that discussed
California SIPs in the EPA's backlog, the California Air Resources Board included
the following information in an October 2019 response to the EPA administrator:
U.S. EPA's backlog is the result of its own failure to take timely
action and the circumstances surrounding each submittal,
including: Submitted rules that U.S. EPA has given lower priority
for review based on its limited resources (due, in part, to U.S. EPA
staff cuts and hiring freezes); Submitted rules that received no
action before being later updated by an air district, and so are out
of date and no longer governing; Submitted SIP elements that U.S.
EPA has since concluded are not needed in the SIP, but have taken
a lower priority in response to more pressing issues; Rules or
attainment plans where U.S. EPA has delayed taking action
because there is concern over setting national precedent or where
U.S. EPA has not yet decided how to address recent court actions
that impact the decision.
Such factors, according to the California Air Resources Board, impact the
timeliness of EPA final actions on SIP submittals and, therefore, may result in
increased backlogs of SIPs at the EPA.
Timeliness of EPA Action Depends on Number of SIP Submittals
Received Annually and Complexity of SIPs Submittals
We found that the timeliness of EPA action fluctuates in years in which the
Agency receives a significant number of SIP submittals. Further, the Agency told
us that those submittals that address nonattainment areas or NAAQS with
especially complex requirements for meeting the CAA could affect the timeliness.
Using a linear regression model with SPeCS data from 2013 through 2018, we
found that the time it takes an element to reach final action is dependent on the
number of elements received and the year it was submitted to the EPA, among
other factors. Using our model, if the number of elements received by the EPA
was to remain constant, the average time it would take for an element to receive a
final action would decrease each year by 77 days. However, the number of
elements submitted to the EPA fluctuates each year. The purpose of the model
was to understand the relationship between the number of days it takes an element
to be finalized and the time it was submitted. The model was not intended to
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predict future processing time. According to a Region 1 manager, future
improvements in timeliness of SIP actions would be more modest than the
previous years' improvements.
Based on our discussions with EPA regional managers, SIPs vary in complexity
based upon individual NAAQS and attainment status. A Region 9 manager told us
that nonattainment SIPs are more difficult to review and take action on than
infrastructure SIPs. Similarly, a Region 2 manager told us that SIPs addressing
ozone NAAQS are comprehensive documents, requiring more time for the region
to review and to take final action on. The EPA may need more time to review
complex SIPs, which can impact the timeliness of final EPA actions. This could
cause the SIP backlog to increase in years when more SIPs are submitted or in
years when the SIPs submitted are more complex.
As shown in Table 4, a limited number of required SIP elements were due in 2016
and 2019 compared to 2017, 2018, and 2020.1 These years correspond to
decreases in the number of active SIP review pages at the EPA at the beginning of
the following years—in other words, 2017 and 2020. The elements due in 2020
were mostly for nonattainment ozone (2015 standard) areas. Given the large
number of SIP submittals in 2020, along with the complexities of ozone
nonattainment SIPs, the time needed to take final actions on these SIPs may
increase, therefore adding to the EPA's SIP backlog.
Table 4: SIP elements due 2016-2020, compared to review pages
Year
Number of SIP
elements due during
the calendar year
Number of active
review pages at
beginning of year
Number of backlogged
review pages at
beginning of year
2016
106
1017
607
2017
951
837
425
2018
975
875
418
2019
1
877
406
2020
974
759
343
Source: OIG analysis of data in SPeCS. (EPA OIG table)
Managers from both Regions 1 and 9 identified scarce resources as hindering
timely SIP actions.
A Region 9 manager told us that over 50 percent of the Region 9 Air and
Radiation Division's full-time equivalents are dedicated to SIP processing.
Region 9 has engaged in work-sharing opportunities across regions to help
address resource constraints. For example, the Region 9 manager told us that the
region has worked with EPA Region 5 staff to use their expertise to help review
SIP submittals in Region 9.
1 The small number of required SIP elements due in 2019 is attributed to the timing of the most recent NAAQS
revision by the EPA. The last EPA revision to the NAAQS was the 2015 ozone standard. Infrastructure SIP
elements for this standard were due prior to 2019, and nonattainment SIP elements were due after 2019.
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Region 1 managers told us that there are scenarios that could lead to a SIP
workload that would require additional resources. Although they told us that the
region has adequate resources to manage the current SIP workload, SIP workload
increases are not always predictable. For example, in 2019 and 2020, Rhode
Island resubmitted regulations in its SIP to reflect a new numbering system
adopted on the state level. According to Region 1, this required the region to
review approximately 25 SIP elements. Additionally, a Region 1 manager
informed us how OTR requirements affect Region l's SIP submittals more than
other EPA regions because all six states in Region 1 are located in the OTR.
Therefore, upon promulgation of a new ozone standard, all OTR states are
required to comply with various SIP requirements regardless of attainment status.
This leads to unique and significant workload increases for the region during
times following EPA revisions to the ozone NAAQS. The EPA last revised the
ozone NAAQS in 2015.
If the number and complexity of SIPs increase in any future year, the resource
constraints in some EPA regions will likely cause the SIP backlog to increase in
the future.
National Consistency Issues Contribute to Delays in SIP Actions
In addition to limited resources, managers and staff in Regions 1, 2, and 9
highlighted two issues that impact the timeliness of the EPA's final actions:
•	National policy decisions.
•	Litigation or judicial review of EPA regulations.
The EPA defines SIP consistency issues as situations in which "a Region wishes
to pursue an action that 1) may require a change in the way a regulation or policy
has been applied in the past, 2) change a current Agency interpretation, or 3)
pursue an action where a policy has not yet been developed." When SIP
consistency issues are identified, the Agency employs a process that involves
EPA headquarters and regional offices. EPA regions may be directed by EPA
headquarters to not take final action on the affected SIP submittals until the
consistency issue is resolved.
The EPA and the regions use the SIP Issue Tracker in SPeCS, which color-codes
consistency issues to reflect the level of involvement required from EPA
headquarters on certain SIP actions. This tracking report helps to identify what
SIP consistency issues are under review at the EPA, as well as any court-ordered
or legal deadlines affecting SIP actions. Table 5 shows the types of SIP
consistency issues, along with the number of affected SIPs, identified in the
EPA's SIP Issue Tracker as of February 2021. As shown in Table 5,
approximately 46 percent of the backlogged SIPs were affected by "red" or
"yellow" SIP consistency issues.
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Table 5: Descriptions of SIP consistency issues
Issue
category
Definition
Percentage of backlogged SIPs
affected as of February 2021
Red
No region may act on a SIP within this
issue category until further notice.
46%
(157 of 342)
Yellow
Regions must receive concurrence
from EPA headquarters prior to
proceeding with a SIP action.
Green
Regions may proceed with a SIP
action without EPA headquarters'
concurrence. Green issues are only
kept in the database for
documentation purposes.
2%
(6 of 342)
Total
48%
(163 of 342)
Source: OIG summary of the SIP Consistency Guide and data from SIP Issue Tracker in
SPeCS, as of February 2021. (EPA OIG table)
Regions do not have authority to take final SIP actions on any SIP submittals
affected by consistency issues that are coded "red" in the SIP Issue Tracker until
EPA headquarters resolves the issues and changes the status to "green." Of the
SIPs affected by "red" issues as of February 2021, the majority concern one issue:
the startup-shutdown-malfunction, or SSM, policy.
In May 2015, the EPA issued findings that the
SSM provisions in the SIPs of 36 states did not
meet the requirements of the CAA. The EPA also
issued "SIP calls" directing the affected states to
correct the SSM provisions in their SIPs and
requiring new SIP submissions by
November 2016.2 However, the EPA reviewed
that policy in 2017 and issued a new policy in
October 2020 that changed the prior policy but
did not otherwise disrupt the 2015 SIP call.
According to the Agency's October 2020 policy,
the "EPA plans to continue its review of each of
the SIP calls issued in 2015 and to consider whether any particular SIP call should
be maintained, modified, or withdrawn in light of the guidance. ... EPA
anticipates completing this review by December 31, 2023." As of January 2021,
the issue was still coded "red." In addition, the SSM policy is slated for review
under Executive Order 13990, Protecting Public Health and the Environment and
Restoring Science to Tackle the Climate Crisis.3, We anticipate the SSM SIP
consistency issue to continue to delay SIP actions until the Agency completes its
review.
Startup, Shutdown, and
Malfunction
SSM refers to a startup,
shutdown, or malfunction at a
pollution source. It does not
include periods of maintenance at
such a source. An SSM event is a
period of startup, shutdown, or
malfunction during which there
may be exceedances of the
applicable emission limitations
and excess emissions over
permitted thresholds.
2	CAA Section 110(k)(5) provides a mechanism commonly called a "SIP call" for correcting state implementation
plans that the administrator finds to be substantially inadequate to meet CAA requirements.
3	Specifically, in the January 20, 2021 Fact Sheet: List of Agency Actions for Review associated with Executive
Order 13990, the review of the SSM policy is Number 21 under the EPA's section.
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A Region 1 manager stated that a national policy decision is needed before
Region 1 can take final action on many active SIP submittals in the region. The
SIP elements that are currently on hold are captured on the SIP dashboard, which
is updated to reflect the status of the issue currently under consideration. The
manager said that the region is awaiting a decision that will ultimately provide a
path forward to acting on the SIP elements associated with the policy question.
Required SiPs Not Submitted by States Are Not Easily identified in
SPeCS
As stated above, states submit a large percentage of their SIP submittals late, and
some are not submitted at all. SPeCS does not include tools to query or
summarize all required SIPs that states have failed to submit. During our review,
we were unable to assess the extent to which state agencies had not submitted the
required nonattainment or maintenance SIPs because of the manner in which SIP
elements are tracked in SPeCS.
Nonattainment or maintenance SIPs are the plans states use to achieve or maintain
the NAAQS, thus protecting human health and the environment. SPeCS, however,
does not have capabilities for users to query or generate reports on which
elements of these types of SIPs are no longer required to be submitted because of
changes, such as attainment designations. For example, SPeCS data we reviewed
showed that Mariposa County in California had not submitted a single element for
the ozone eight-hour standard from 1997. Region 9 managers informed us that
some of the required elements for that standard for Mariposa County were
suspended because the EPA found that the area was in attainment with the
NAAQS. This meant that Mariposa County was no longer required to submit
these elements. However, we could not identify in SPeCS which SIP elements for
these types of plans were still required to be submitted.
Managers from EPA Regions 1 and 9 told us that their staffs are aware of the
individual circumstances affecting state and local jurisdictions in their regions and
would know when required SIP elements were overdue for submittal. Region 9
managers also told us that an accurate national data set does not exist to identify
such instances. The EPA released three public dashboards in March 2021 that the
public can use to identify areas where a state has not submitted required
nonattainment or maintenance SIPs.
For two types of SIPs, infrastructure and OTR, we were able to identify required
SIP elements that states had failed to submit. For infrastructure SIP elements, we
determined that states did not submit 11 percent of these required elements.
Figure 6 shows which states have not submitted the required infrastructure SIP
elements.
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Figure 6: States' percentage of infrastructure SIP elements not submitted
Not Submitted [%]
I I Submitted All Required Elements
Source: OIG analysis of element-level data in SPeCS. (EPA OIG image)
For OTR elements, we found that states had not submitted 12 percent of required
OTR SIP elements. Figure 7 shows which states have not submitted required OTR
SIP elements. OTR SIPs are only required in Northeast states.
In addition, we reviewed six
SIPs for states in Regions 1 and
9 where the statutory deadline
for submittal had passed and the
states had not yet submitted the
required elements for those SIPs.
In one instance, a state in
Region 9 had not submitted the
required elements because a
court decision found that the
state had to address SIP
elements that it was not
originally required to address,
which delayed the state's
development of the SIP. In other
instances, both Regions 1 and 9
said that they did not pursue EPA action, such as a finding of failure to submit, for
these SIPs because they did not believe that the states' failure to submit had a
significant impact on public health.
Figure 7: States' percentage of OTR elements
not submitted
Not Submitted [%]
I I Submitted All Required Elements
Source: OIG analysis of element-level data in SPeCS.
iPA OIG image)
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EPA Has Taken Steps to Address Its SIP Backlog Through Process
Changes and Improvements
The EPA reduced its overall SIP backlog since 2015. This was done primarily
through:
•	Process improvement initiatives.
•	Actions taken on SIP elements backlogged prior to 2013.
•	Encouragement to states to withdraw backlogged SIPs that were no longer
necessary.
•	Early engagement with the states prior to states submitting SIPs to the EPA.
EPA Initiated Workgroup and Lean Effort to Address SIP Backlog
Over the past decade, the EPA has taken steps to address delays in the SIP
review-and-action process, including:
•	Working with states to form a SIP Reform Workgroup.
•	Creating SIP management plans with the goal of eliminating SIP backlogs.
•	Conducting a Lean process review and developing new guidance to
address various aspects of the SIP review and action process.4
In 2010, the EPA, together with the National Association of Clean Air Agencies
and the Environmental Council of States, formed a SIP Reform Workgroup to
make the SIP process more efficient and effective. The workgroup recommended
that EPA regions develop four-year SIP management plans for fiscal years 2014-
2017 to address backlogged SIPs and prioritize SIPs for action. The goal was to
eliminate the SIP backlog by the end of 2017. All ten EPA regions completed the
four-year management plans for reducing SIP backlog and negotiated priority
actions with their states. Despite these actions, the EPA was not able to fully
eliminate its SIP backlog by the end of 2017.
In February 2018, EPA headquarters and regional staff members met, along with
state and local air agency representatives, at a Lean event to improve the
efficiency of the SIP process. As a result of this event, the EPA issued new
internal SIP processing guidance.
Early engagement between the
EPA and state agencies was also
identified as an important
collaboration tool. The concept of
early engagement encourages EPA
regions to work with air agencies
from the time the air agency begins
4 Lean refers to principles and methods that effectively engage employees in a continuous improvement culture that
naturally encourages waste minimization and pollution prevention.
Early Engagement
According to the EPA's SIP Lean Toolkit for
Collaboration Between EPA and Air Agencies, if the
EPA can provide feedback—particularly in terms of
flagging issues that could affect approvability—on an
early engagement draft SIP, the EPA will be better
able to take more timely and efficient action when the
SIP is formally submitted for EPA review and action.
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planning for the development of the SIP to the time the SIP is formally submitted
to the EPA for review and action.
EPA Reduced SIP Backlog by Taking Action on SIPs Backlogged
Prior to 2013
We found that much of the progress in reducing the Agency's SIP backlog was
due to the Agency taking final action on older SIP elements that were backlogged
prior to 2013, as shown in Figure 8. The figure shows that elements backlogged
prior to 2013 have dropped dramatically from 2013 to 2019. Elements backlogged
after 2013 have remained relatively steady since 2015.
Figure 8: Status of SIP elements and number of elements acted on, 2013-2019
Category
¦	Backlogged in or After 2013
¦	Backlogged Prior to 2013
¦	Total Backlogged
2014 2015 2016 2017 2018 2019
Year
Source: OIG analysis of element level data in SPeCS. (EPA OIG image)
EPA Encouraged State SIP Withdrawals to Reduce SIP Backlog
State withdrawals of SIP submittals occurred in nine out of ten EPA regions
between 2010 and 2020. However, state withdrawals occurred more frequently in
Regions 1, 4, and 9 during this time and were an effective mechanism for
reducing the SIP backlog in these regions. A Region 1 environmental specialist
told us that the region reviewed backlogged SIPs during this time period to
identify submittals that were superseded by newer SIP submittals or were no
longer required to satisfy CAA requirements and thus could potentially be
withdrawn. According to SPeCS data, 117 SIP submittals were removed from the
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Region 1 backlog from the beginning of 2013 to the beginning of 2015, with
approximately 59 percent (69) removed due to state withdrawals.
Similarly, Region 9 also decreased its SIP backlog through state withdrawal of
SIPs. From the beginning of 2018 to the beginning of 2020, Region 9 removed
213 SIP submittals from its backlog, with approximately 42 percent (89) removed
due to state withdrawals.
We found that the Agency identified SIP withdrawals as a strategic option for
reducing the SIP backlog. In November 2019, six EPA regions sent letters to state
agencies addressing backlogged SIPs. In several of these letters, the Agency
included statements that identified state SIP withdrawals as part of its strategy to
reduce the SIP backlog. For example, one region stated in its letter that:
We continue to look for ways to improve our processing time. One
strategy we identified to help reduce the SIP submission backlog is
to work with air agencies to withdraw backlogged SIP submissions
where it makes sense to do so. This strategy is anticipated to
benefit air agencies and the EPA.
Another region stated the following in one letter sent to a state air agency:
[W]e look forward to working with [the state] over the coming
weeks to discuss efforts to withdraw SIPs that are outdated, not
required, or not fully approvable by the EPA ... we view
withdrawal of these SIPs a better outcome than retaining them in
the backlog or potentially disapproving them.
Figure 9 shows the trend in state SIP withdrawals across all ten EPA regions
between 2010 and 2019.
Figure 9: Number of state withdrawals of SIP review pages, 2010-2019

120
10

ro
100


¦a
80
-C



60
<4—

o

1—
(D
40
_Q

£
20
z


0
2010 2011 2012 2013 2014 2015 2016 2017 2018 2019
Year
# Review Page Withdrawals during Period
Source: OIG analysis of review-page-level data in SPeCS. (EPA OIG image)
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EPA Engages Early with States to Improve Timeliness of Actions
The Agency is using early engagement with states to improve the timeliness of
the EPA's actions. Early engagement provides opportunities to promptly identify
and discuss issues that may affect the approvability of a SIP submission,
facilitating changes before the public comment period at the state or local air
agency level. In addition, early engagement allows the EPA to develop familiarity
with the anticipated SIP submittals, such that the EPA is prepared to take timely
action on these submittals from states and air agencies.
As part of our evaluation, we reviewed four SIP submittals that had final action
taken by Regions 1 and 9 within the statutory time frame. During our follow-up
with the regions, both regional offices informed us that, for these particular
submittals, the state submitted draft SIPs to the EPA and the EPA provided
comments to the state prior to formal submittal of the SIP by the state. The
regions cited early engagement as the main reason that these SIP submittals had
timely final action taken on them. A Region 9 manager stated that, although early
engagement makes the SIP process quicker, the region lacks the resources to
always assist state and local air agencies in early engagement efforts, especially in
smaller areas. An executive official from the California Air Resources Board also
stated early engagement opportunities may be more prevalent in some states and
EPA regions than in others.
The Office of Air Quality Planning and Standards also provided us with an
example of a complex SIP in which early engagement occurred between Region
10 and the state. Through early engagement, the region was able to discuss
technical challenges with the Office of Air Quality Planning and Standards and
provide comments back to the state. When the state submitted the SIP, Region 10
deemed the SIP complete within weeks. However, the SIP is currently in a
backlog status due to additional factors.
Delays in EPA SIP Actions May Impact States' Ability to Achieve Air
Quality Standards and Prolong Periods of Regulatory Uncertainty
When the EPA delays action or takes no action on a SIP submittal or lack of a SIP
submittal, it increases the risk of a state not having an adequate plan in place to
achieve and maintain the NAAQS. We found multiple instances of areas for
which the EPA delayed taking action on SIPs that exceeded the NAAQS after the
required attainment dates. An attainment date is the date by which an area is
required to comply with the NAAQS. If a state fails to implement or enforce
regulations to maintain or attain the NAAQS, communities could be exposed to
harmful pollutant levels. Delayed EPA action also increases the time in which
regulated entities must adhere to state-enforceable requirements in a revised SIP
that a state has submitted for EPA review, as well as to any federally enforceable
requirements from the previous EPA-approved SIP. Because these two sets of
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requirements may be different from one another, they can result in prolonged
periods of regulatory uncertainty for regulated entities.
Areas in California and Arizona Exceed NAAQS After Required
Attainment Dates and Lack EPA-Approved SIPs
We identified 33 areas that were in nonattainment with one of the following three
standards and for which the required attainment dates for these areas had passed:
•	PMio (1987 standard).
•	PM2.5 (2006 standard).
•	Eight-hour ozone (2008 standard), classified as "Marginal" or "Moderate."
Four of these areas did not have fully approved EPA SIPs, as shown in red in
Figure 10, despite ambient air-monitoring data showing that the air quality in
these areas continued to exceed the NAAQS. We found that the EPA had issued a
Clean Data Determination, which is the informal term for a determination of
attainment, for two of the four areas. The EPA may issue a Clean Data
Determination through notice and comment rulemaking to determine that a
previous nonattainment area is now attaining the relevant NAAQS. This
determination suspends the requirement for states to submit certain required SIP
elements, as long as the state continues to attain the NAAQS. However, our
review of EPA monitoring data found that the two areas where the EPA issued
Clean Data Determinations are no longer attaining the NAAQS.
Figure 10: Areas that exceeded particulate matter and ozone NAAQS after their
attainment dates had passed
Source: OIG review of EPA attainment designations and SIP status in SPeCS. (EPA OIG image)
Approved SIP
• No
0 Yes
Standard
# Ozone (2008 Standard)
A PM10 (1987 Standard)
¦ PM2.5 (2006 Standard)
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Areas Exceeding PM10 Without Approved SIP
We identified three areas in Region 9 that were exceeding the PM10 NAAQS
and did not have EPA-approved SIPs, as shown in Table 6. PM10 has a
NAAQS threshold of 150 |ig/m3. An area is in nonattainment if it exceeds this
threshold more than once per year on average over three years. Table 1 in
Chapter 1 details potential human health effects of exposure to PM10.
According to EPA ambient air monitoring data, the three areas listed in
Table 6 have consistently had PM10 levels that exceeded the NAAQS, as
shown in Figure 11. According to the Arizona Department of Environmental
Quality's website, Yuma, Arizona, is still developing aPMioplan, nearly three
decades after the area was designated to be in nonattainment with the NAAQS.
Table 6: Areas not meeting PM10 NAAQS without fully approved SIPs
Area
Status of
SIP
Year of
nonattainment
designation
Population
Reason for SIP status
Pinal
County,
AZ
Backlogged
2012
283,032
The Agency requested additional information from the
state. Receiving additional information from the state
has been challenging because multiple agencies are
responsible for reducing emissions in the area.
Yuma
Suspended
1990
100,710
Initially, the area received a Clean Data Determination
in 2006, suspending certain SIP elements. The area,
however, has exceeded the NAAQS every year since
2006, according to a Region 9 manager. The Agency
is working closely with the Arizona Department of
Environmental Quality to improve emission control
measures.
Mono
Basin,
CA
Withdrawn
1993
285*
The Agency stated there were approvability issues for
the area's initial submittals. Because of a lack of
regional resources, Region 9 was unable to prioritize
working with the state.
Source: OIG analysis of element-level data in SPeCS and follow-up requests with Region 9. (EPA OIG table)
*The U.S. Geological Survey reports that Mono Lake receives millions of visitors each year.
Figure 11: Exceedances for PM™ NAAQS for three areas without EPA-approved SIP
q> 40
Area
¦	Mono Basin, CA
¦	West Pinal, AZ
¦	Yuma planning area, AZ
Limit
— NAAQS Threshold
2010-2012 2011-2013 2012-2014 2013-2015 2014-2016 2015-2017 2016-2018 2017-2019
Design Value Period
Source: OIG analysis of design value reports from 2013 to 2020 for PM10. (EPA OIG image)
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Areas Exceeding Ozone Without Approved SIP
We identified one area that is exceeding the NAAQS for ozone that does not
have an approved SIP. Areas that have an EPA design value that exceeds
0.075 parts per million for ozone (2008 standard) are exceeding the NAAQS.
A design value is a statistic that describes the air quality status of a given
location relative to the NAAQS. See Table 7 for more details.
Table 7: Area not meeting eight-hour ozone (2008 Standard) NAAQS without fully approved SIP
Area
Status of
SIP
Year of
nonattainment
designation
Population
Reason for SIP status
Mariposa
County
Not
submitted
2012
18,251
In 2016, the area was issued a Clean Data
Determination, but because of wildfires, the area
has exceeded the NAAQS.*
Source: OIG analysis of element-level data in SPeCS and follow-up requests with Region 9. (EPA OIG table)
* The EPA told us that wildfire exceedances for numerous areas in California are the single biggest challenge for
areas maintaining the 2008 ozone NAAQS. The EPA's Exceptional Events Rule establishes criteria and
procedures for use in determining whether air quality monitoring data has been influenced by exceptional events.
Exceptional events are unusual or naturally occurring events that can affect air quality, which may include
wildfires, high-wind dust events, and prescribed fires, among others. This rule governs the exclusion of event-
influenced air quality data from certain regulatory decisions under the CAA, including Clean Data Determinations.
According to EPA ambient air-monitoring data, Mariposa County had ozone
levels that met the NAAQS for several years. Monitoring data now show that
the ozone levels in Mariposa County are exceeding the NAAQS, as shown in
Figure 12. Mariposa County has not timely submitted 47 of 54 required SIP
elements; however, the EPA has delayed taking action to make a finding of
failure to submit.
Figure 12: Ozone design values for Mariposa County compared to the NAAQS
0.079
0.078
Area
0.077
Mariposa County, CA
2
O-
CL
Limit
0.076
NAAQS Threshold
0.075
0.074
2010-2012 2011-2013 2012-2014 2013-2015 2014-2016 2015-2017 2016-2018 2017-2019
Design Value Period
Source: OIG analysis of design value reports from 2013 to 2020 for ozone. (EPA OIG image)
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We asked Region 9 managers if Mariposa County and the three PMio areas
identified in the previous section would have been able to achieve attainment
with the NAAQS if they had EPA-approved SIPs in place. According to these
managers, even if approved SIPs were in place for these areas, there is no
guarantee the areas would be able to attain the standards, especially as
wildfires continue to increase. However, the delays in EPA action to ensure
that fully approved SIPs or Federal Implementation Plans are in place for
these areas could contribute to the amount of time that the air quality could
negatively affect the human health of these communities. A Region 9 manager
told us that the region was aware that these areas need attention, but the region
lacked the resources to do anything about them.
Delay in SIP Actions Causes Uncertainty for Regulated Entitles
When a state submits a SIP, the regulations in the SIP are enforceable at the state
level. Once the EPA fully approves a SIP, it becomes federally enforceable. If a
SIP submittal is a SIP revision, the previously EPA-approved version of the SIP
serves as the federally enforceable requirements for that state and any affected
entities until the EPA approves the revised SIP.
Delayed SIP action increases the uncertainty for regulated entities within the area
because they are required to adhere to the new state-adopted SIP, as well as any
previously EPA-approved, federally enforceable SIP. In some cases, a newly
submitted state SIP may have different requirements than the previously
EPA-approved SIP, thus creating multiple sets of requirements for a regulated
entity. Different enforceable requirements at the state and federal levels may also
have potential enforcement impacts, as regulatory agencies have different sets of
requirements for which a source is held accountable.
In addition, if the state was implementing and enforcing a SIP submittal that does
not comply with the CAA, the delay in EPA action could extend the amount of
time that the state is out of compliance with CAA requirements.
Conclusion
While the EPA has reduced the SIP backlog since 2015, the Agency did not meet
its goal of eliminating the backlog by the end of 2017. The Agency has reduced
the average amount of time it takes to reach final action on SIP submittals, but
this process is impacted by the number and complexity of the SIP submittals
received by the EPA, legal and policy issues that delay SIP approvals, and limited
resources available to review and approve the SIP submittals. Therefore, the SIP
backlog may increase in years when the Agency receives a significant number of
complex SIP submittals. The EPA should improve SPeCS to identify required SIP
elements that have not yet been submitted to the EPA. Improving the
identification of missing or late SIP submittals will provide greater public
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transparency that will allow communities to see when their states are not taking
timely action to comply with CAA requirements.
In circumstances where state or local air quality is not meeting the NAAQS,
delayed EPA actions increase the risk that state or local air agencies are not
implementing plans sufficient to achieve the NAAQS. If the NAAQS are not
being achieved, the residents in those areas could be exposed to harmful
pollutants impacting their health.
Recommendations
We recommend that the assistant administrator for Air and Radiation:
1.	Improve oversight of State Implementation Plan submittals by developing
and implementing a process to search and summarize State
Implementation Plan elements that have not been submitted by the
statutory deadlines and to ensure that these data are available to the public.
2.	Develop and implement a plan to address regional workload disparities to
ensure that State Implementation Plan submittals can be acted upon in a
timely manner.
3.	Reassess the Clean Data Determination status for the Yuma, Arizona,
1987 National Ambient Air Quality Standards for particulate matter up to
ten micrometers in size and the Mariposa, California, 2008 ozone National
Ambient Air Quality Standards to determine whether corresponding State
Implementation Plan requirements should remain suspended.
4.	Issue findings of failure to submit or take disapproval actions for required
State Implementation Plan submittals in areas that have failed to meet
required attainment dates and have not submitted required State
Implementation Plan elements by the statutory deadline or that have
submitted unapprovable State Implementation Plan elements.
Agency Response and OIG Assessment
The Agency agreed with our recommendations and proposed corrective actions.
The EPA's response is in Appendix A. We consider Recommendations 1 and 3
completed. For Recommendation 1, the Office of Air and Radiation released the
SPeCS Required SIP Elements Dashboard to the public in March 2021. For
Recommendation 3, the Office of Air and Radiation reassessed the Clean Data
Determination for Yuma and Mariposa.
Recommendation 4 is resolved with corrective actions pending. The Office of Air
and Radiation identified seven areas nationally that meet these criteria as of
May 1, 2021. Regional offices, in collaboration with the Office of Air and
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Radiation, committed to evaluating appropriate actions for all these areas by
September 30, 2021.
Recommendation 2 is unresolved, pending additional information on future years'
budgets and plans. The Office of Air and Radiation recognized the
disproportionate burden of SIP processing on Region 9, and, consequently,
increased the region's SIP resources in its operating plan for fiscal year 2021 and
is seeking additional resources for regional air programs in upcoming budget
requests. A plan for addressing future regional workload disparities, however, is
not yet in place.
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Status of Recommendations and
Potential Monetary Benefits
RECOMMENDATIONS
Rec. No.
Page
No.
Subject
Status1
Action Official
Potential
Planned Monetary
Completion Benefits
Date (in $000s)
1
28
Improve oversight of State Implementation Plan
submittals by developing and implementing a process to
search and summarize State Implementation Plan
elements that have not been submitted by the statutory
deadlines and to ensure that these data are available to
the public.
C
Assistant Administrator
for Air and Radiation
3/31/21
2
28
Develop and implement a plan to address regional
workload disparities to ensure that State Implementation
Plan submittals can be acted upon in a timely manner.
U
Assistant Administrator
for Air and Radiation

3
28
Reassess the Clean Data Determination status for the
Yuma, Arizona, 1987 National Ambient Air Quality
Standards for particulate matter up to ten micrometers in
size and the Mariposa, California, 2008 ozone National
Ambient Air Quality Standards to determine whether
corresponding State Implementation Plan requirements
should remain suspended.
c
Assistant Administrator
for Air and Radiation
3/31/21
4
28
Issue findings of failure to submit or take disapproval
actions for required State Implementation Plan submittals
R
Assistant Administrator
for Air and Radiation
9/30/21
in areas that have failed to meet required attainment
dates and have not submitted required State
Implementation Plan elements by the statutory deadline
or that have submitted unapprovable State
Implementation Plan elements.
1 C = Corrective action completed.
R = Recommendation resolved with corrective action pending.
U = Recommendation unresolved with resolution efforts in progress.
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Appendix A
^60Sr^

^ PROW

Agency Response to Draft Report
UNITED STATES ENVIRONMENTAL PROTECTION AGENCY
WASHINGTON, D.C. 20460
May 13, 2021
OFFICE OF
AIR AND RADIATION
MEMORANDUM
SUBJECT:
FROM:
TO:
EPA Response to OIG Draft Report titled: "EPA Has Reduced Its Backlog of State
Implementation Plans Submitted Prior to 2013 but Continues to Face Challenges
in Taking Timely Final Actions on Submitted Plans" - Project No. OA&E-FY20-
0125, April 22, 2021
Joseph GofFr
Acting AssistbM A9mii
Office of Anyrnd Radi
Renee McGhee-Lenart
Acting Air Director
Office of the Inspector General
The Office of Air and Radiation (OAR) welcomes the opportunity to provide comment on the
following draft report and its recommendations: EPA Has Reduced Its Backlog of State
Implementation Plans Submitted Prior to 2013 but Continues to Face Challenges in Taking Timely
Final Actions on Submitted Plans. We have provided our comments in the attachments to this
memorandum and provide our initial thoughts on the recommendations in the report below.
EPA Response to Draft Report "EPA Has Reduced Its Backlog of State Implementation Plans
Submitted Prior to 2013 but Continues to Face Challenges in Taking Timely Final Actions on
Submitted Plans"
OIG Recommendation 1: Improve oversight of State Implementation Plan submittals by
developing and implementing a process to search and summarize State Implementation Plan
elements that have not been submitted by the statutory deadlines and to ensure that this data
is available to the public.
Response 1: We agree with the draft recommendation. OAR has satisfied this recommendation by
releasing the SPeCS Required State Implementation Plan Elements Dashboard, which was
available to the public beginning March 2021. This public dashboard can be filtered using the
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"Submittal Date" column and the "SIP Due Date" column to display all SIP elements for which
the EPA has not received a submission by the statutory deadline. The dashboard is available here:
https://edap.epa.gov/public/extensions/S4S Public Dashboard 2/S4S Public Dashboard 2.html
Planned Completion Date: OAR has implemented its response to recommendation 1.
OIG Recommendation 2: Develop and implement a plan to address regional workload
disparities to ensure that State Implementation Plan submittals can be acted upon in a timely
manner.
Response 2: As noted in your report, EPA Regions employ worksharing within and across Regions
to address temporary shifts in workload. With respect to the workload associated with taking
action on State Implementation Plans (SIP), EPA is seeking additional resources both for Region
9, which faces unique challenges posed by an unusually high number of SIP-submitting air
agencies (48 state and local, 148 tribes and Guam), nonattainment areas (95), and SIPs in active
litigation (over 100), and for all regional air programs. EPA has worked hard to improve the
timeliness of its SIP actions through process improvements, including early engagement with
submitting air agencies, and enhanced tracking via both visual management and the State Plan
Electronic Collaboration System (SPeCS). These improvements enabled EPA to take action on a
record number of SIPs in FY2020 (451 versus 510 submitted, noting that many of the 451 acted
on were not submitted in FY2020) and reduced the historic backlog to an all-time low of 50
SIPs. However, even with this enhanced efficiency, 341 SIPs remained backlogged in
FY2020. With 400 SIPs submitted on average each year and the SIP backlog on average totaling
350, it is clear that the 200 regional FTE currently devoted to processing SIPs is inadequate. EPA
took a first step toward increasing SIP resources in Region 9 in its Operating Plan for FY2021,
and is seeking additional resources for regional air programs in upcoming budget requests.
Planned Completion Dates: OAR has completed the development and is implementing its plan
to address regional SIP workload disparities.
OIG Recommendation 3: Reassess the Clean Data Determination status for the Yuma,
Arizona, 1987 National Ambient Air Quality Standards for particulate matter up to ten
micrometers in size, and the Mariposa, California, 2008 ozone National Ambient Air Quality
Standards to determine whether corresponding State Implementation Plan requirements
should remain suspended
Response 3: We accept the OIG's recommendation to reassess the Clean Data Determination
(CDD) status for PM10 in Yuma, Arizona and 2008 ozone in Mariposa, California 2008.
Yuma, Arizona: Between February and March 2021, EPA reassessed the PM10 Clean Data
Determination for Yuma, AZ. The EPA Region 9 Administrator has directed staff to prepare a
proposed action, which is expected to be signed in May 2021.
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Mariposa, California: We have reassessed the CDD for 2008 ozone in Mariposa, California. As
noted in the OIG evaluation, the ozone design values in Mariposa in 2018 and 2019 were impacted
by wildfires, as was 2020. California has notified EPA via the Exceptional Events Rule initial
notification process that they believe enough exceedances in 2018 and 2020 were caused by
wildfires, such that the area would continue to be attaining the 2008 Ozone National Ambient Air
Quality Standard (NAAQS) if EPA were to concur on demonstrations for those days. We further
note that Mariposa, California is currently classified as a "marginal" nonattainment area for the
2015 Ozone NAAQS, with an attainment date of August 3, 2021. The Clean Air Act requires EPA
to determine within six months of an attainment date whether an area has attained by the applicable
attainment date. Upon a final EPA finding that a marginal nonattainment area has failed to attain
by its applicable attainment date, the area is reclassified to "moderate" nonattainment. The
preliminary 2020 design value for Mariposa for the 2015 Ozone NAAQS indicates the area has
not attained by the applicable attainment date, and EPA intends to undergo a notice and comment
rulemaking to determine whether marginal areas for the 2015 Ozone NAAQS have attained or
failed to attain. If EPA takes final action to determine Mariposa failed to attain by the marginal
area attainment date, the area would be reclassified to moderate nonattainment and attainment
planning requirements and deadlines would apply. For these reasons, we have determined that
taking no further action with respect to the 2008 ozone CDD is appropriate at this time.
Planned Completion Dates:
1.1	Reassess CDD for PM10 in Yuma, AZ.: Item complete. We have reassessed the CDD for
PM10 in Yuma, AZ and anticipate proposing action for the area in May 2021.
1.2	Reassess CDD for 2008 ozone in Mariposa, CA.: Item complete. We have reassessed the CDD
for 2008 ozone in Mariposa, CA and have determined that taking no further action is appropriate
at this time.
OIG Recommendation 4: Issue findings of failure to submit or take disapproval actions for
required State Implementation Plan submittals in areas that have failed to meet required
attainment dates and have not submitted required State Implementation Plan elements by
the statutory deadline, or have submitted unapprovable State Implementation Plan
elements.
Response 4: EPA acknowledges that failure by states to submit required plan elements or attain
applicable NAAQS by Clean Air Act deadlines triggers certain obligations for the Agency. To
this end, we agree with the intent of the draft recommendation and have identified several criteria
for identifying the specific areas needing attention:
•	the area is designated as nonattainment for a national ambient air quality standard
(NAAQS);
•	the attainment date for that area and NAAQS has passed;
•	the area is currently violating the identified NAAQS based on current (2017-2019 air
quality data); and
•	EPA has not taken an action on submitted elements or planning requirements have not
been met and EPA has failed to make a finding of failure to submit.
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After reviewing data in SPeCS, we have identified seven areas nationally that meet these criteria,
as of May 1, 2021 - see table below. Regional Offices, in collaboration with OAR, commit to
evaluating appropriate action for all these areas by September 30, 2021. Once the Regions and
OAR identify the appropriate action, the Regions and OAR can then provide more information
regarding the specific approach and timeline for each area.
Areas
NAAQS
EPA Region
Target Date to
Complete Evaluation
and Identify
Appropriate Action
Southeast Desert
Modified AQMA
1-Hour Ozone (1979
Standard)
Region 9
September 30, 2021
Inyo County; Owens
Valley planning area
PM-10 (1987
Standard)
Region 9
September 30, 2021
Mono County/Mono
Basin, CA
PM-10 (1987
Standard)
Region 9
September 30, 2021
Western Mojave
Desert
8-Hour Ozone (1997
Standard)
Region 9
September 30, 2021
Sacramento Metro
Area, CA
8-Hour Ozone (1997
Standard)
Region 9
September 30, 2021
Fairbanks, AK
PM-2.5 (2006
Standard)
Region 10
September 30, 2021
Denver-Boulder-
Greeley-Ft. Collins-
Loveland, CO.
8-Hour Ozone (2008
Standard)
Region 8
September 30, 2021
Planned Completion Dates: September 30, 2021
cc: Gabrielle Fekete
Betsy Shaw
Peter Tsirigotis
Scott Mathias
Grant Peacock
Penny Lassiter
JoLynn Collins
Vera Kornylak
Matt Lakin
Lynne Hamjian
Justin Spenillo
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Appendix B
Distribution
The Administrator
Deputy Administrator
Chief of Staff, Office of the Administrator
Deputy Chief of Staff, Office of the Administrator
Agency Follow-Up Official (the CFO)
Agency Follow-Up Coordinator
General Counsel
Assistant Administrator for Air and Radiation
Associate Administrator for Congressional and Intergovernmental Relations
Associate Administrator for Public Affairs
Principal Deputy Assistant Administrator for Air and Radiation
Deputy Assistant Administrator for Stationary Sources, Office of Air and Radiation
Deputy Assistant Administrator for Mobile Sources, Office of Air and Radiation
Deputy Assistant Administrator for Air and Radiation
Regional Administrator, Region 1
Deputy Regional Administrator, Region 1
Regional Administrator, Region 9
Deputy Regional Administrator, Region 9
Director, Office of Air Quality Planning and Standards, Office of Air and Radiation
Director, Office of Regional Operations
Director, Office of Continuous Improvement, Office of the Chief Financial Officer
Audit Follow-Up Coordinator, Office of the Administrator
Audit Follow-Up Coordinator, Office of Air and Radiation
Audit Liaison, Office of Air Quality Planning and Standards, Office of Air and Radiation
Audit Follow-Up Coordinator, Region 1
Audit Follow-Up Coordinator, Region 9
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