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6560-50-P

ENVIRONMENTAL PROTECTION AGENCY

40 CFR Part 50

[EPA-HQ-OAR-2007-1145]

RIN: 2060-AO72

Secondary National Ambient Air Quality Standards for Oxides of Nitrogen and Sulfur

AGENCY: Environmental Protection Agency (EPA).

ACTION: Final rule.

SUMMARY: This final rule is being issued as required by a consent decree governing the schedule for 

completion of this review of the air quality criteria and the secondary national ambient air quality 

standards (NAAQS) for oxides of nitrogen and oxides of sulfur. Based on its review, the EPA is

retaining the current nitrogen dioxide (NO2) and sulfur dioxide (SO2) secondary standards to address the 

direct effects on vegetation of exposure to gaseous oxides of nitrogen and sulfur and, for reasons 

described in detail in this final preamble, is not adding new standards at this time to address effects 

associated with the deposition of oxides of nitrogen and sulfur on sensitive aquatic and terrestrial 

ecosystems. In addition, in this rule the EPA describes a field pilot program being developed to enhance 

our understanding of the degree of protectiveness that would likely be afforded by a multi-pollutant 

standard to address deposition-related acidification of sensitive aquatic ecosystems.

DATES: This final rule is effective on [Insert date – 60 days from date of publication in the Federal 

Register].

ADDRESSES: The EPA has established a docket for this action under Docket ID No. EPA-HQ-OAR2007-1145. All documents in the docket are listed in the www.regulations.gov index. Although listed in 

the index, some information is not publicly available, e.g., confidential business information (CBI) or 
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other information whose disclosure is restricted by statute. Certain other material, such as copyrighted 

material, will be publicly available only in hard copy. Publicly available docket materials are available 

either electronically in 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. 

The Public Reading Room is open from 8:30 a.m. to 4:30 p.m., Monday through Friday, excluding legal 

holidays. The telephone number for the Public Reading Room is (202) 566-1744 and the telephone 

number for the Air and Radiation Docket and Information Center is (202) 566-1742. 

FOR FURTHER INFORMATION CONTACT: Mrs. Ginger Tennant, Office of Air Quality Planning 

and Standards (OAQPS), U.S. Environmental Protection Agency, Mail Code C504-06, Research 

Triangle Park, NC 27711; telephone: 919-541-4072; fax: 919-541-0237; email: 

tennant.ginger@epa.gov. 

SUPPLEMENTARY INFORMATION:

Table of Contents

The following topics are discussed in this preamble:

I. Background

A. Legislative Requirements

B. History of Reviews of NAAQS for Nitrogen Oxides and Sulfur Oxides

1. NAAQS for Oxides of Nitrogen

2. NAAQS for Oxides of Sulfur

C. History of Related Assessments and Agency Actions

D. History of the Current Review

E. Scope of the Current Review

1. Scope Presented in the Proposal

2. Comments on the Scope of the Review

II. Rationale for Final Decisions on the Adequacy of the Current Secondary Standards 

A. Introduction

1. Overview of Effects

a. Effects Associated with Gas-Phase Oxides of Nitrogen and Sulfur

b. Effects Associated with Deposition of Oxides of Nitrogen and 

Sulfur

2. Overview of Risk and Exposure Assessment

a. Approach to REA Analyses

b. Key Findings

c. Other Welfare Effects
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3. Overview of Adversity of Effects to Public Welfare

a. Ecosystem Services

b. Effects on Ecosystem Services

c. Summary

B. Adequacy of the Current Standards

1. Adequacy Considerations

a. Adequacy of the Current Standards for Direct Effects

b. Appropriateness and Adequacy of the Current Standards for

Deposition-related Effects

c. Summary of Adequacy Considerations

2. CASAC Views

3. Administrator’s Proposed Conclusions

C. Comments on Adequacy of the Current Standards

1. Adequacy of the Current Standards to Address Direct Effects

2. Adequacy of the Current Secondary Standards to Address DepositionRelated Effects

D. Final Decisions on the Adequacy of the Current Standards

III. Rationale for Final Decisions on Alternative Secondary Standards 

A. Overview of AAI Approach

1. Ambient Air Indicators

a. Oxides of Sulfur

b. Oxides of Nitrogen

2. Form

a. Ecological Indicator

b. Linking ANC to Deposition

c. Linking Deposition to Ambient Air Indicators

d. Aquatic Acidification Index

e. Spatial Aggregation

f. Summary of the AAI Form

3. Averaging Time

4. Level

5. Characterization of Uncertainties

B. CASAC Views

C. Proposed Conclusions on Alternative Secondary Standards

D. Comments on Alternative Secondary Standards

1. Comments Related to an AAI-based Standard

a. Comments on Consideration of an AAI-based Standard

b. Comments on Specific Aspects of an AAI-based Approach

2. Comments on 1-hour NO2 and SO2 Secondary Standards

E. Final Decisions on Alternative Secondary Standards for Oxides of Nitrogen and Sulfur

IV. Field Pilot Program and Ambient Monitoring 

A. Overview of Proposed Field Pilot Program

1. Complementary Measurements

2. Complementary Areas of Research

3. Implementation Challenges

4. Monitoring Plan Development and Stakeholder Participation

B. Summary of Proposed Evaluation of Monitoring Methods

C. Comments on Field Pilot Program and Monitoring Methods Evaluation
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1. Goals, Objectives and Scope of Field Pilot Program

2. Network Design and Role of CASTNET

3. Complementary Measurements and Instrumentation

4. Collaboration

V. Statutory and Executive Order Reviews

A. Executive Order 12866: Regulatory Planning and Review and Executive Order 13563: 

Improving Regulation and Regulatory 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 and 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. Legislative Requirements

Two sections of the Clean Air Act (CAA) govern the establishment and revision of the NAAQS. 

Section 108 (42 U.S.C. Section 7408) directs the Administrator to identify and list certain air pollutants 

and then to issue air quality criteria for those pollutants. The Administrator is to list those air pollutants 

that in her “judgment, cause or contribute to air pollution which may reasonably be anticipated to 

endanger public health or welfare;” “the presence of which in the ambient air results from numerous or 

diverse mobile or stationary sources;” and “for which . . . [the Administrator] plans to issue air quality

criteria...” Air quality criteria are intended to “accurately reflect the latest scientific knowledge useful in 

indicating the kind and extent of all identifiable effects on public health or welfare which may be 

expected from the presence of [a] pollutant in the ambient air . . .” 42 U.S.C. Section 7408(b). Section 

109 (42 U.S.C. 7409) directs the Administrator to propose and promulgate “primary” and “secondary” 
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NAAQS for pollutants for which air quality criteria are issued. 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.” Welfare effects as defined in Section 302(h) (42 U.S.C. Section

7602(h)) include, but are not limited to, “effects on soils, water, crops, vegetation, man-made 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.”

In setting standards that are “requisite” to protect public health and welfare, as provided in 

Section 109(b), the EPA’s task is to establish standards that are neither more nor less stringent than 

necessary for these purposes. In so doing, the EPA may not consider the costs of implementing the 

standards. See generally, Whitman v. American Trucking Associations, 531 U.S. 457, 465-472, 475-76 

(2001). Likewise, “[a]ttainability and technological feasibility are not relevant considerations in the 

promulgation of national ambient air quality standards” (American Petroleum Institute v. Costle, 665 F. 

2d at 1185). Section 109(d)(1) 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 . . . .” Section 109(d)(2) 

requires that an independent scientific review committee “shall complete a review of the criteria . . . and 

 

1

The legislative history of Section 109 of the CAA 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).
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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 . . . .” Since the early 1980's, this independent review function has been performed by the 

Clean Air Scientific Advisory Committee (CASAC).

B. History of Reviews of NAAQS for Nitrogen Oxides and Sulfur Oxides

1. NAAQS for Oxides of Nitrogen

After reviewing the relevant science on the public health and welfare effects associated with 

oxides of nitrogen, the EPA promulgated identical primary and secondary NAAQS for NO2 in April 

1971. These standards were set at a level of 0.053 parts per million (ppm) as an annual average (36 FR 

8186). In 1982, the EPA published Air Quality Criteria Document for Oxides of Nitrogen (U.S. EPA, 

1982), which updated the scientific criteria upon which the initial standards were based. In February

1984, the EPA proposed to retain the standards set in 1971 (49 FR 6866). After taking into account

public comments, the EPA published the final decision to retain these standards in June 1985 (50 FR 

25532).

The EPA began the most recent previous review of the oxides of nitrogen secondary standards in 

1987. In November 1991, the EPA released an updated draft air quality criteria document (AQCD) for 

CASAC and public review and comment (56 FR 59285), which provided a comprehensive assessment 

of the available scientific and technical information on health and welfare effects associated with NO2

and other oxides of nitrogen. The CASAC reviewed the draft document at a meeting held on July 1, 

1993, and concluded in a closure letter to the Administrator that the document “provides a scientifically

balanced and defensible summary of current knowledge of the effects of this pollutant and provides an 

adequate basis for the EPA to make a decision as to the appropriate NAAQS for NO2” (Wolff, 1993). 

The AQCD for Oxides of Nitrogen was then finalized (U.S. EPA, 1995a). The EPA also prepared a 

Staff Paper that summarized and integrated the key studies and scientific evidence contained in the 
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revised AQCD for oxides of nitrogen and identified the critical elements to be considered in the review 

of the NO2 NAAQS. The CASAC reviewed two drafts of the Staff Paper and concluded in a closure 

letter to the Administrator that the document provided a “scientifically adequate basis for regulatory 

decisions on nitrogen dioxide” (Wolff, 1995).

In October 1995, the Administrator announced her proposed decision not to revise either the 

primary or secondary NAAQS for NO2 (60 FR 52874; October 11, 1995). A year later, the 

Administrator made a final determination not to revise the NAAQS for NO2 after careful evaluation of 

the comments received on the proposal (61 FR 52852; October 8, 1996). While the primary NO2

standard was revised in January 2010, by supplementing the existing annual standard with the 

establishment of a new 1-hour standard, set at a level of 100 parts per billion (ppb) (75 FR 6474), the 

secondary NAAQS for NO2 remains 0.053 ppm (100 micrograms per cubic meter [μg/m3] of air), 

annual arithmetic average, calculated as the arithmetic mean of the 1-hour NO2 concentrations.

2. NAAQS for Oxides of Sulfur

The EPA promulgated primary and secondary NAAQS for SO2 in April 1971 (36 FR 8186). The 

secondary standards included a standard set at 0.02 ppm, annual arithmetic mean, and a 3-hour average 

standard set at 0.5 ppm, not to be exceeded more than once per year. These secondary standards were 

established solely on the basis of evidence of adverse effects on vegetation. In 1973, revisions made to 

Chapter 5 (“Effects of Sulfur Oxide in the Atmosphere on Vegetation”) of the AQCD for Sulfur Oxides 

(U.S. EPA, 1973) indicated that it could not properly be concluded that the vegetation injury reported 

resulted from the average SO2 exposure over the growing season, rather than from short-term peak 

concentrations. Therefore, the EPA proposed (38 FR 11355) and then finalized (38 FR 25678) a 

revocation of the annual mean secondary standard. At that time, the EPA was aware that then-current 

concentrations of oxides of sulfur in the ambient air had other public welfare effects, including effects 

on materials, visibility, soils, and water. However, the available data were considered insufficient to 
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establish a quantitative relationship between specific ambient concentrations of oxides of sulfur and 

such public welfare effects (38 FR 25679).

In 1979, the EPA announced that it was revising the AQCD for oxides of sulfur concurrently 

with that for particulate matter (PM) and would produce a combined PM and oxides of sulfur criteria 

document. Following its review of a draft revised criteria document in August 1980, CASAC concluded 

that acid deposition was a topic of extreme scientific complexity because of the difficulty in establishing 

firm quantitative relationships among (1) emissions of relevant pollutants (e.g., SO2 and oxides of 

nitrogen), (2) formation of acidic wet and dry deposition products, and (3) effects on terrestrial and 

aquatic ecosystems. The CASAC also noted that acid deposition involves, at a minimum, several 

different criteria pollutants: oxides of sulfur, oxides of nitrogen, and the fine particulate fraction of 

suspended particles. The CASAC felt that any document on this subject should address both wet and dry

deposition, since dry deposition was believed to account for a substantial portion of the total acid 

deposition problem.

For these reasons, CASAC recommended that a separate, comprehensive document on acid 

deposition be prepared prior to any consideration of using the NAAQS as a regulatory mechanism for 

the control of acid deposition. The CASAC also suggested that a discussion of acid deposition be 

included in the AQCDs for oxides of nitrogen and PM and oxides of sulfur. Following CASAC closure 

on the AQCD for oxides of sulfur in December 1981, the EPA published a Staff Paper in November 

1982, although the paper did not directly assess the issue of acid deposition. Instead, the EPA 

subsequently prepared the following documents to address acid deposition: The Acidic Deposition 

Phenomenon and Its Effects: Critical Assessment Review Papers, Volumes I and II (U.S. EPA, 1984a, 

b) and The Acidic Deposition Phenomenon and Its Effects: Critical Assessment Document (U.S. EPA, 

1985) (53 FR 14935 -14936). These documents, though they were not considered criteria documents and 
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did not undergo CASAC review, represented the most comprehensive summary of scientific information 

relevant to acid deposition completed by the EPA at that point.

In April 1988 (53 FR 14926), the EPA proposed not to revise the existing primary and secondary

standards for SO2. This proposed decision with regard to the secondary SO2 NAAQS was due to the 

Administrator’s conclusions that: (1) based upon the then-current scientific understanding of the acid 

deposition problem, it would be premature and unwise to prescribe any regulatory control program at 

that time; and (2) when the fundamental scientific uncertainties had been decreased through ongoing 

research efforts, the EPA would draft and support an appropriate set of control measures. Although the

EPA revised the primary SO2 standard in June 2010 by establishing a new 1-hour standard at a level of 

75 ppb and revoking the existing 24-hour and annual standards (75 FR 35520), no further decision on 

the secondary SO2 standard has been published. 

C. History of Related Assessments and Agency Actions

In 1980, the Congress created the National Acid Precipitation Assessment Program (NAPAP) in 

response to growing concern about acidic deposition. The NAPAP was given a broad 10-year mandate 

to examine the causes and effects of acidic deposition and to explore alternative control options to 

alleviate acidic deposition and its effects. During the course of the program, the NAPAP issued a series 

of publicly available interim reports prior to the completion of a final report in 1990 (NAPAP, 1990).

In spite of the complexities and significant remaining uncertainties associated with the acid 

deposition problem, it soon became clear that a program to address acid deposition was needed. The 

CAA Amendments of 1990 included numerous separate provisions related to the acid deposition 

problem. The primary and most important of the provisions, the amendments to Title IV of the Act, 

established the Acid Rain Program to reduce emissions of SO2 by 10 million tons and emissions of 

nitrogen oxides by 2 million tons from 1980 emission levels in order to achieve reductions over broad 

geographic regions. In this provision, Congress included a statement of findings that led them to take 
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action, concluding that (1) the presence of acid compounds and their precursors in the atmosphere and in 

deposition from the atmosphere represents a threat to natural resources, ecosystems, materials, visibility, 

and public health; (2) the problem of acid deposition is of national and international significance; and (3) 

current and future generations of Americans will be adversely affected by delaying measures to remedy

the problem. 

Second, Congress authorized the continuation of the NAPAP in order to assure that the research 

and monitoring efforts already undertaken would continue to be coordinated and would provide the basis 

for an impartial assessment of the effectiveness of the Title IV program.

Third, Congress considered that further action might be necessary in the long-term to address 

any problems remaining after implementation of the Title IV program and, reserving judgment on the 

form that action could take, included Section 404 of the 1990 Amendments (CAA Amendments of 1990, 

Pub. L. 101-549, Section 404) requiring the EPA to conduct a study on the feasibility and effectiveness 

of an acid deposition standard or standards to protect “sensitive and critically sensitive aquatic and 

terrestrial resources.” At the conclusion of the study, the EPA was to submit a report to Congress. Five 

years later, the EPA submitted its report, entitled Acid Deposition Standard Feasibility Study: Report to 

Congress (U.S. EPA, 1995b) in fulfillment of this requirement. That report concluded that establishing 

acid deposition standards for sulfur and nitrogen deposition may at some point in the future be 

technically feasible, although appropriate deposition loads for these acidifying chemicals could not be 

defined with reasonable certainty at that time. 

Fourth, the 1990 Amendments also added new language to sections of the CAA pertaining to the 

scope and application of the secondary NAAQS designed to protect the public welfare. Specifically, the 

definition of “effects on welfare” in Section 302(h) was expanded to state that the welfare effects 

include effects “...whether caused by transformation, conversion, or combination with other air 

pollutants.” 
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In 1999, seven Northeastern states cited this amended language in Section 302(h) in a petition 

asking the EPA to use its authority under the NAAQS program to promulgate secondary NAAQS for the 

criteria pollutants associated with the formation of acid rain. The petition stated that this language 

“clearly references the transformation of pollutants resulting in the inevitable formation of sulfate and 

nitrate aerosols and/or their ultimate environmental impacts as wet and dry deposition, clearly signaling 

Congressional intent that the welfare damage occasioned by sulfur and nitrogen oxides be addressed 

through the secondary standard provisions of Section 109 of the Act.” The petition further stated that 

“recent federal studies, including the NAPAP Biennial Report to Congress: An Integrated Assessment, 

document the continued and increasing damage being inflicted by acid deposition to the lakes and 

forests of New York, New England and other parts of our nation, demonstrating that the Title IV 

program had proven insufficient.” The petition also listed other adverse welfare effects associated with 

the transformation of these criteria pollutants, including impaired visibility, eutrophication of coastal 

estuaries, global warming, and tropospheric ozone and stratospheric ozone depletion.

In a related matter, the Office of the Secretary of the U.S. Department of Interior (DOI) 

requested in 2000, that the EPA initiate a rulemaking proceeding to enhance the air quality in national 

parks and wilderness areas in order to protect resources and values that are being adversely affected by

air pollution. Included among the effects of concern identified in the request were the acidification of 

streams, surface waters, and/or soils; eutrophication of coastal waters; visibility impairment; and foliar 

injury from ozone.

In a Federal Register notice in 2001 (65 FR 48699), the EPA announced receipt of these requests 

and asked for comment on the issues raised in them. The EPA stated that it would consider any relevant 

comments and information submitted, along with the information provided by the petitioners and DOI, 

before making any decision concerning a response to these requests for rulemaking.
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The 2005 NAPAP report states that “... scientific studies indicate that the emission reductions 

achieved by Title IV are not sufficient to allow recovery of acid-sensitive ecosystems. Estimates from 

the literature of the scope of additional emission reductions that are necessary in order to protect acidsensitive ecosystems range from approximately 40-80 percent beyond full implementation of Title 

IV....” The results of the modeling presented in this Report to Congress indicate that broader recovery is 

not predicted without additional emission reductions (NAPAP, 2005).

Given the state of the science as described in the Integrated Science Assessment (ISA), Risk and 

Exposure Assessment (REA), and in other recent reports, such as the NAPAP reports noted above, the 

EPA has decided, in the context of evaluating the adequacy of the current NO2 and SO2 secondary

standards in this review, to revisit the question of the appropriateness of setting secondary NAAQS to 

address remaining known or anticipated adverse public welfare effects resulting from the acidic and 

nutrient deposition of these criteria pollutants.

D. History of the Current Review

The EPA initiated this current review in December 2005, with a call for information (70 FR 

73236) for the development of a revised ISA. An Integrated Review Plan (IRP) was developed to 

provide the framework and schedule as well as the scope of the review and to identify policy-relevant 

questions to be addressed in the components of the review. The IRP was released in 2007 (U.S. EPA, 

2007) for CASAC and public review. The EPA held a workshop in July 2007 on the ISA to obtain broad 

input from the relevant scientific communities. This workshop helped to inform the preparation of the 

first draft ISA, which was released for CASAC and public review in December 2007; a CASAC meeting 

was held on April 2-3, 2008, to review the first draft ISA. A second draft ISA was released for CASAC 

and public review in August 2008, and was discussed at a CASAC meeting held on October 1-2, 2008. 

The final ISA (U.S. EPA, 2008) was released in December 2008. 
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Based on the science presented in the ISA, the EPA developed the REA to further assess the 

national impact of the effects documented in the ISA. The Draft Scope and Methods Plan for 

Risk/Exposure Assessment: Secondary NAAQS Review for Oxides of Nitrogen and Oxides of Sulfur 

outlining the scope and design of the future REA was prepared for CASAC consultation and public 

review in March 2008. A first draft REA was presented to CASAC and the public for review in August 

2008, and a second draft was presented for review in June 2009. The final REA (U.S. EPA, 2009) was 

released in September 2009. A first draft Policy Assessment (PA) was released in March 2010, and 

reviewed by CASAC on April 1-2, 2010. In a June 22, 2010, letter to the Administrator, CASAC 

provided advice and recommendations to the Agency concerning the first draft PA (Russell and Samet, 

2010a). A second draft PA was released to CASAC and the public in September 2010, and reviewed by

CASAC on October 6-7, 2010. The CASAC provided advice and recommendations to the Agency

regarding the second draft PA in a December 9, 2010 letter (Russell and Samet 2010b). The CASAC 

and public comments on the second draft PA were considered by the EPA staff in developing a final PA 

(U.S. EPA, 2011). CASAC requested an additional meeting to provide additional advice to the 

Administrator based on the final PA on February 15–16, 2011. On January 14, 2011 the EPA released a 

version of the final PA prior to final document production, to provide sufficient time for CASAC review 

of the document in advance of this meeting. The final PA, incorporating final reference checks and 

document formatting, was released in February 2011. In a May 17, 2011, letter (Russell and Samet, 

2011a), CASAC offered additional advice and recommendations to the Administrator with regard to the 

review of the secondary NAAQS for oxides of nitrogen and oxides of sulfur. 

In 2005, the Center for Biological Diversity and four other plaintiffs filed a complaint alleging 

that the EPA had failed to complete the current review within the period provided by statute.2The 

schedule for completion of this review is governed by a consent decree resolving that lawsuit and the 

 

2 Center for Biological Diversity, et al. v. Johnson, No. 05–1814 (D.D.C.).
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subsequent extension agreed to by the parties. The schedule presented in the original consent decree that 

governs this review, entered by the court on November 19, 2007, was revised on October 22, 2009 to 

allow for a 17-month extension of the schedule. The current decree provides that the EPA sign for 

publication notices of proposed and final rulemaking concerning its review of the oxides of nitrogen and 

oxides of sulfur NAAQS no later than July 12, 2011 and March 20, 2012, respectively. 

This action presents the Administrator’s final decisions on the review of the current secondary

oxides of nitrogen and oxides of sulfur standards. Throughout this preamble a number of conclusions, 

findings, and determinations by the Administrator are noted. 

E. Scope of the Current Review

1. Scope Presented in the Proposal

In conducting this periodic review of the secondary NAAQS for oxides of nitrogen and oxides of 

sulfur, as discussed in the IRP and REA, the EPA decided to assess the scientific information, associated 

risks, and standards relevant to protecting the public welfare from adverse effects associated jointly with 

oxides of nitrogen and sulfur. Although the EPA has historically adopted separate secondary standards 

for oxides of nitrogen and oxides of sulfur, the EPA is conducting a joint review of these standards 

because oxides of nitrogen and sulfur, and their associated transformation products are linked from an 

atmospheric chemistry perspective, as well as from an environmental effects perspective. The National 

Research Council (NRC) has recommended that the EPA consider multiple pollutants, as appropriate, in 

forming the scientific basis for the NAAQS (NRC, 2004). As discussed in the ISA and REA, there is a 

strong basis for considering these pollutants together, building upon the EPA’s past recognition of the 

interactions of these pollutants and on the growing body of scientific information that is now available 

related to these interactions and associated ecological effects.

In defining the scope of this review, it must be considered that the EPA has set secondary

standards for two other criteria pollutants related to oxides of nitrogen and sulfur: ozone (O3) and PM. 
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Oxides of nitrogen are precursors to the formation of ozone in the atmosphere, and under certain 

conditions, can combine with atmospheric ammonia to form ammonium nitrate, a component of fine 

PM. Oxides of sulfur are precursors to the formation of particulate sulfate, which is a significant 

component of fine PM in many parts of the United States. There are a number of welfare effects directly

associated with ozone and fine PM, including ozone-related damage to vegetation and PM-related 

visibility impairment. Protection against those effects is provided by the ozone and fine PM secondary

standards. This review focuses on evaluation of the protection provided by secondary standards for 

oxides of nitrogen and sulfur for two general types of effects: (1) direct effects on vegetation associated 

with exposure to gaseous oxides of nitrogen and sulfur in the ambient air, which are the effects that the 

current NO2 and SO2 secondary standards protect against; and (2) effects associated with the deposition 

of oxides of nitrogen and sulfur to sensitive aquatic and terrestrial ecosystems, including deposition in 

the form of particulate nitrate and particulate sulfate.

The ISA focuses on the ecological effects associated with deposition of ambient oxides of 

nitrogen and sulfur to natural sensitive ecosystems, as distinguished from commercially managed forests 

and agricultural lands. This focus reflects the fact that the majority of the scientific evidence regarding 

acidification and nutrient enrichment is based on studies in unmanaged ecosystems. Non-managed 

terrestrial ecosystems tend to have a higher fraction of nitrogen deposition resulting from atmospheric 

nitrogen (U.S. EPA, 2008, section 3.3.2.5). In addition, the ISA notes that agricultural and commercial 

forest lands are routinely fertilized with amounts of nitrogen that exceed air pollutant inputs even in the 

most polluted areas (U.S. EPA, 2008, section 3.3.9). This review recognizes that the effects of nitrogen 

deposition in managed areas are viewed differently from a public welfare perspective than are the effects 

of nitrogen deposition in natural, unmanaged ecosystems, largely due to the more homogeneous, 

controlled nature of species composition and development in managed ecosystems and the potential for 

benefits of increased productivity in those ecosystems.
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In focusing on natural sensitive ecosystems, the PA primarily considers the effects of ambient 

oxides of nitrogen and sulfur via deposition on multiple ecological receptors. The ISA highlights effects 

including those associated with acidification and nitrogen nutrient enrichment. With a focus on these 

deposition-related effects the EPA’s objective is to develop a framework for oxides of nitrogen and 

sulfur standards that incorporates ecologically relevant factors and that recognizes the interactions 

between the two pollutants as they deposit to sensitive ecosystems. The overarching policy objective is 

to develop a secondary standard(s) based on the ecological criteria described in the ISA and the results 

of the assessments in the REA, and consistent with the requirement of the CAA to set secondary

standards that are requisite to protect the public welfare from any known or anticipated adverse effects 

associated with the presence of these air pollutants in the ambient air. Consistent with the CAA, this 

policy objective includes consideration of “variable factors . . . which of themselves or in combination 

with other factors may alter the effects on public welfare” of the criteria air pollutants included in this 

review.

In addition, we have chosen to focus on the effects of ambient oxides of nitrogen and sulfur on 

ecological impacts on sensitive aquatic ecosystems associated with acidifying deposition of nitrogen and 

sulfur, which is a transformation product of ambient oxides of nitrogen and sulfur. Based on the 

information in the ISA, the assessments presented in the REA, and advice from CASAC on earlier drafts 

of this PA (Russell and Samet, 2010a, 2010b), and as discussed in detail in the PA, we have the greatest 

confidence in the causal linkages between oxides of nitrogen and sulfur and aquatic acidification effects 

relative to other deposition-related effects, including terrestrial acidification and aquatic and terrestrial 

nutrient enrichment.
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2. Comments on the Scope of the Review

Comments received regarding the scope of the review were primarily those that questioned the 

EPA’s legal authority under Section 109 of the CAA to set NAAQS that address deposition-related 

effects, focusing in particular on effects resulting from acidifying deposition to ecosystems.

While environmental organizations and some other commenters urged the EPA to establish a 

NAAQS that would protect against the impacts on sensitive ecosystems associated with the acidifying 

deposition of nitrogen and sulfur, several industry commenters argued that the enactment of Title IV of 

the CAA in 1990 displaced the EPA’s authority to address acidification through the setting of NAAQS. 

These commenters contend that the existence of a specific regulatory program to address the 

acidification effects of oxides of nitrogen and sulfursupplants the EPA’s general authority under the 

CAA. According to industry comments, this is demonstrated by a close reading of Section 404 which 

required the EPA to report to Congress on the feasibility of developing an acid deposition standard and 

the actions that would be required to integrate such a program into the CAA. The required study 

described in Section 404, commenters argue, demonstrates that Congress had concluded that the EPA 

lacked the authority under Section 109 of the CAA to establish a secondary NAAQS to address acid 

deposition. 

Although the EPA is not adopting a secondary standard designed to protect the public welfare 

from the effects associated with the acidifying deposition of nitrogen and sulfur, the EPA does not agree 

that the enactment of Title IV displaced the EPA’s authority under Section109 of the CAA to set such a 

NAAQS. We note that the purpose of Title IV “is to reduce the adverse effects of acid deposition,” CAA 

Section 401(b), while Section 109 directs the Administrator to go beyond this to set a standard that is 

“requisite to protect public welfare from any known or anticipated adverse effects,” CAA Section

109(b)(2). These provisions are not accordingly in conflict, but represent the often typical interlinked

approach of Congress to address the frequently complex problems of air pollution. 
Page 18 of 178

Nothing in the text or the legislative history of Title IV of the Act indicates a clear intention by

Congress to foreclose the EPA’s authority to address acid deposition through the NAAQS process. The 

requirement in Section 404 of the 1990 CAA Amendments that the EPA send to Congress “a report on 

the feasibility and effectiveness of an acid deposition standard or standards” does not indicate that 

Congress had concluded that an amendment to the CAA would be necessary to give the EPA the 

authority to issue regulations addressing acidification. The significance of the report required by Section

404 cannot be understood clearly in isolation, but should be considered in the overall context of the 

history of Congress’ and the EPA’s attempts to understand and to address the causes and effects of acid 

deposition and the EPA’s conclusion in 1988 that the scientific uncertainties associated with acid 

deposition were too great to allow the Agency to establish a secondary NAAQS at that time. In the 

proposed rule, we noted that it was clear at the time of the 1990 CAA Amendments that a program to 

address acid deposition was needed and that the primary and most important of these provisions is Title 

IV of the Act, establishing the Acid Rain Program. In assessing the import of Section 404 in this overall 

context, the EPA has noted in the past and in section I.C above that “Congress reserved judgment as to 

whether further action might be necessary or appropriate in the longer term” to address any problems 

remaining after implementation of the Title IV program, and “if so, what form it should take” (58 FR

21351, 21356 (April 21, 1993)). Such reservation of judgment does not indicate that Congress viewed 

the EPA as lacking authority under Section 109 to establish a secondary NAAQS to address acid 

deposition but a recognition that the uncertainties associated with such a standard may be too significant 

to allow the Administrator to reach a reasoned conclusion as to the appropriate standard. 

Having carefully considered the public comments, the EPA finds that the conclusions reached in 

the proposed rule with regard to the scope of the current review continue to be valid. The EPA

concludes that the Agency has the authority under Section 109 of the CAA to consider depositionrelated to ambient air concentrations of oxides of nitrogen and sulfur and the resulting effects on 
Page 19 of 178

ecosystems and that the focus of the current review of the NAAQS for oxides of nitrogen and sulfur on 

aquatic acidification is appropriate. This issue is discussed in more detail in the EPA’s Response to 

Comments document.

II. Rationale for Final Decisions on the Adequacy of the Current Secondary Standards

This section presents the rationale for the Administrator’s final conclusions with regard to the 

adequacy of protection and ecological relevance of the current secondary standards for oxides of 

nitrogen and sulfur. As discussed more fully below, this rationale considered the latest scientific 

information on ecological effects associated with the presence of oxides of nitrogen and oxides of sulfur 

in the ambient air. This rationale also takes into account: (1) staff assessments of the most policyrelevant information in the ISA and staff analyses of air quality, exposure, and ecological risks, 

presented more fully in the REA and in the PA, upon which staff conclusions on revisions to the 

secondary oxides of nitrogen and oxides of sulfur standards are based; (2) CASAC advice and 

recommendations, as reflected in discussions of drafts of the ISA, REA, and PA at public meetings, in 

separate written comments, and in CASAC’s letters to the Administrator; and (3) public comments 

received during the development of these documents, either in connection with CASAC meetings or 

separately as well as comments received on the proposal notice. 

In developing this rationale, the EPA has drawn upon an integrative synthesis of the entire body 

of evidence, published through early 2008, on ecological effects associated with the deposition of oxides 

of nitrogen and oxides of sulfur in the ambient air (U.S. EPA, 2008). As discussed below, this body of 

evidence addresses a broad range of ecological endpoints associated with ambient levels of oxides of 

nitrogen and oxides of sulfur. In considering this evidence, the EPA focuses on those ecological 

endpoints, such as aquatic acidification, for which the ISA judges associations with oxides of nitrogen 

and oxides of sulfur to be causal, likely causal, or for which the evidence is suggestive that oxides of 
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nitrogen and/or sulfur contribute to the reported effects. The categories of causality determinations have 

been developed in the ISA (U.S. EPA, 2008) and are discussed in section 1.6 of the ISA.

Decisions on retaining or revising the current secondary standards for oxides of nitrogen and 

sulfur are largely public welfare policy judgments based on the Administrator’s informed assessment of 

what constitutes requisite protection against adverse effects to public welfare. A public welfare policy

decision should draw upon scientific information and analyses about welfare effects, exposure and risks, 

as well as judgments about the appropriate response to the range of uncertainties that are inherent in the 

scientific evidence and analyses. The ultimate determination as to what level of damage to ecosystems 

and the services provided by those ecosystems is adverse to public welfare is not wholly a scientific 

question, although it is informed by scientific studies linking ecosystem damage to losses in ecosystem 

services, and information on the value of those losses of ecosystem services. In reaching such decisions, 

the Administrator seeks to establish standards that are neither more nor less stringent than necessary for 

this purpose.

Drawing from information in sections II.A-C of the proposal, section II.A below provides 

overviews of the public welfare effects considered in this review, the risk and exposure assessments, and 

the adversity of effects on public welfare. Section II.B presents conclusions in the ISA, REA, and PA on

the adequacy of the current secondary standards for oxides of nitrogen and oxides of sulfur. 

Consideration is given to the adequacy of protection afforded by the current standards for both direct 

and deposition-related effects, as well as to the appropriateness of the fundamental structure and the 

basic elements of the current standards for providing protection from deposition-related effects. The 

views of CASAC and a summary of the Administrator’s proposed conclusions are also included. Section 

II. C presents a discussion of the comments received on the proposal with regard to the adequacy of the 

current standards. Section II. D presents the Administrator’s final decisions with regard to the adequacy

of the current standards for both direct and deposition-related effects on public welfare.
Page 21 of 178

A. Introduction

A discussion of the effects associated with oxides of nitrogen and sulfur in the ambient air is 

presented below in section II.A.1. The discussion is organized around the types of effects being 

considered, including direct effects of gaseous oxides of nitrogen and sulfur, deposition-related effects 

related to acidification and nutrient enrichment, and other effects such as materials damage, climaterelated effects and mercury methylation.

Section II.A.2 presents a summary and discussion of the risk and exposure assessment performed 

for each of the four major effects categories. The REA uses case studies representing the broad 

geographic variability of the impacts from oxides of nitrogen and sulfur to conclude that there are 

ongoing adverse effects in many ecosystems from deposition of oxides of nitrogen and sulfur and that 

under current emissions scenarios these effects are likely to continue.

Section II.A.3 presents a discussion of adversity linking ecological effects to measures that can 

be used to characterize the extent to which such effects are reasonably considered to be adverse to public 

welfare. This involves consideration of how to characterize adversity from a public welfare perspective. 

In so doing, consideration is given to the concept of ecosystem services, the evidence of effects on 

ecosystem services, and how ecosystem services can be linked to ecological indicators.

1. Overview of Effects

This section discusses the known or anticipated ecological effects associated with oxides of 

nitrogen and sulfur, including the direct effects of gas-phase exposure to oxides of nitrogen and sulfur 

(section II.A.1.a) and effects associated with deposition-related exposure (section II.A.1.b). These 

sections also address questions about the nature and magnitude of ecosystem responses to reactive 

nitrogen and sulfur deposition, including responses related to acidification, nutrient depletion, and the 

mobilization of toxic metals in sensitive aquatic and terrestrial ecosystems. The uncertainties and 

limitations associated with the evidence of such effects are also discussed throughout this section.
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a. Effects Associated with Gas-Phase Oxides of Nitrogen and Sulfur

Ecological effects on vegetation as discussed in earlier reviews as well as the ISA can be 

attributed to gas-phase oxides of nitrogen and sulfur. Acute and chronic exposures to gaseous pollutants 

such as SO2, NO2, nitric oxide (NO), nitric acid (HNO3) and peroxyacetyl nitrite (PAN) are associated 

with negative impacts to vegetation. The current secondary NAAQS were set to protect against direct 

damage to vegetation by exposure to gas-phase oxides of nitrogen and sulfur, such as foliar injury, 

decreased photosynthesis, and decreased growth. The following summary is a concise overview of the 

known or anticipated effects to vegetation caused by gas phase nitrogen and sulfur. Most phototoxic 

effects associated with gas phase oxides of nitrogen and sulfur occur at levels well above ambient 

concentrations observed in the United States (U.S. EPA, 2008, section 3.4.2.4).

The 2008 ISA found that gas phase nitrogen and sulfur are associated with direct phytotoxic 

effects (U.S. EPA, 2008, section 4.4). The evidence is sufficient to infer a causal relationship between 

exposure to SO2 and injury to vegetation (U.S. EPA, 2008, section 4.4.1 and 3.4.2.1). Acute foliar injury

to vegetation from SO2 may occur at levels above the current secondary standard (3-h average of 0.50 

ppm). Effects on growth, reduced photosynthesis and decreased yield of vegetation are also associated 

with increased SO2 exposure concentration and time of exposure.

The evidence is sufficient to infer a causal relationship between exposure to NO, NO2 and PAN 

and injury to vegetation (U.S. EPA, 2008, section 4.4.2 and 3.4.2.2). At sufficient concentrations, NO, 

NO2 and PAN can decrease photosynthesis and induce visible foliar injury to plants. Evidence is also 

sufficient to infer a causal relationship between exposure to HNO3 and changes to vegetation (U.S. EPA, 

2008, section 4.4.3 and 3.4.2.3). Phytotoxic effects of this pollutant include damage to the leaf cuticle in 

vascular plants and disappearance of some sensitive lichen species. 

Vegetation in ecosystems near sources of gaseous oxides of nitrogen and sulfur or where SO2, 

NO, NO2, PAN and HNO3 are most concentrated are more likely to be impacted by these pollutants. 
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Uptake of these pollutants in a plant canopy is a complex process involving adsorption to surfaces 

(leaves, stems and soil) and absorption into leaves (U.S. EPA, 2008, section 3.4.2). The functional 

relationship between ambient concentrations of gas phase oxides of nitrogen and sulfur and specific 

plant response are impacted by internal factors such as rate of stomatal conductance and plant 

detoxification mechanisms, and external factors including plant water status, light, temperature, 

humidity, and pollutant exposure regime (U.S. EPA, 2008, section 3.4.2).

Entry of gases into a leaf is dependent upon physical and chemical processes of gas phase as well 

as to stomatal aperture. The aperture of the stomata is controlled largely by the prevailing environmental 

conditions, such as water availability, humidity, temperature, and light intensity. When the stomata are 

closed, resistance to gas uptake is high and the plant has a very low degree of susceptibility to injury. 

Mosses and lichens do not have a protective cuticle barrier to gaseous pollutants or stomata and are 

generally more sensitive to gaseous sulfur and nitrogen than vascular plants (U.S. EPA, 2008, section 

3.4.2).

The appearance of foliar injury can vary significantly across species and growth conditions 

affecting stomatal conductance in vascular plants (U.S. EPA, 2009, section 6.4.1). For example, damage 

to lichens from SO2 exposure includes decreased photosynthesis and respiration, damage to the algal 

component of the lichen, leakage of electrolytes, inhibition of nitrogen fixation, decreased potassium 

(K+) absorption, and structural changes.

The phytotoxic effects of gas phase oxides of nitrogen and sulfur are dependent on the exposure 

concentration and duration and species sensitivity to these pollutants. Effects to vegetation associated 

with oxides of nitrogen and sulfur are therefore variable across the United States and tend to be higher 

near sources of photochemical smog. For example, SO2 is considered to be the primary factor 

contributing to the death of lichens in many urban and industrial areas.
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The ISA states there is very limited new research on phytotoxic effects of NO, NO2, PAN and 

HNO3 at concentrations currently observed in the United States with the exception of some lichen 

species (U.S. EPA, 2008, section 4.4). Past and current HNO3 concentrations may be contributing to the 

decline in lichen species in the Los Angeles basin. Most phytotoxic effects associated with gas phase 

oxides of nitrogen and sulfur occur at levels well above ambient concentrations observed in the United 

States (U.S. EPA, 2008, section 3.4.2.4).

b. Effects Associated with Deposition of Oxides of Nitrogen and Sulfur 

Ecological effects associated with the deposition of oxides of nitrogen and oxides of sulfur can 

be divided into endpoints related to the type of ecosystem affected and the type of effect. As more fully 

discussed in section II.A of the proposal and chapter 3 of the PA, this section provides a brief summary

of effects on ecosystems related to acidification, nutrient enrichment, and metal toxicity. 

i. Acidification Effects on Aquatic and Terrestrial Ecosystems 

Sulfur oxides and nitrogen oxides in the atmosphere undergo a complex mix of reactions in 

gaseous, liquid, and solid phases to form various acidic compounds. These acidic compounds are 

removed from the atmosphere through deposition: either wet (e.g., rain, snow), fog or cloud, or dry

(e.g., gases, particles). Deposition of these acidic compounds to aquatic and terrestrial ecosystems can 

lead to effects on ecosystem structure and function. Following deposition, these compounds can, in 

some instances, unless retained by soil or biota, leach out of the soils in the form of sulfate (SO4

2-

) and 

nitrate (NO3

-

), leading to the acidification of surface waters. The effects on ecosystems depend on the 

magnitude and rate of deposition, as well as a host of biogeochemical processes occurring in the soils 

and water bodies (U.S. EPA, 2009, section 2.1). The chemical forms of nitrogen that may contribute to 

acidifying deposition include both oxidized and reduced chemical species, including reduced forms of 

nitrogen (NHx).
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The ISA concluded that deposition of oxides of nitrogen and sulfur and NHx leads to the varying 

degrees of acidification of ecosystems (U.S. EPA, 2008). In the process of acidification, biogeochemical 

components of terrestrial and freshwater aquatic ecosystems are altered in a way that leads to effects on 

biological organisms. Deposition to terrestrial ecosystems often moves through the soil and eventually

leaches into adjacent water bodies. Principal factors governing the sensitivity of terrestrial and aquatic 

ecosystems to acidification from sulfur and nitrogen deposition include geology, plant uptake of 

nitrogen, soil depth, and elevation. Geologic formations having low base cation supply generally 

underlie the watersheds of acid-sensitive lakes and streams. Other factors that contribute to the 

sensitivity of soils and surface waters to acidifying deposition include topography, soil chemistry, land 

use, and hydrologic flowpath. Chronic as well as episodic acidification tends to occur primarily at 

relatively high elevations in areas that have base-poor bedrock, high relief, and shallow soils.

With regard to aquatic acidification, the ISA concluded that the scientific evidence is sufficient 

to infer a causal relationship between acidifying deposition and effects on biogeochemistry and biota in 

aquatic ecosystems (U.S. EPA, 2008, section 4.2.2). The strongest evidence comes from studies of 

surface water chemistry in which acidic deposition is observed to alter sulfate and nitrate concentrations 

in surface waters, the sum of base cations, acid neutralizing capacity (ANC), dissolved inorganic 

aluminum (Al) and pH (U.S. EPA, 2008, section 3.2.3.2). The ANC is a key indicator of acidification 

with relevance to both terrestrial and aquatic ecosystems. The ANC is useful because it integrates the 

overall acid-base status of a lake or stream and reflects how aquatic ecosystems respond to acidic 

deposition over time. There is also a relationship between ANC and the surface water constituents that 

directly contribute to or ameliorate acidity-related stress, in particular, concentrations of hydrogen ion 

(as pH), calcium (Ca2+) and Al. Moreover, low pH surface waters leach aluminum from soils, which is 

quite lethal to fish and other aquatic organisms. In aquatic systems, there is a direct relationship between 

ANC and fish and phyto-zooplankton diversity and abundance. Acidification in terrestrial ecosystems 
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has been shown to cause decreased growth and increased susceptibility to disease and injury in sensitive 

tree species, including red spruce and sugar maple.

Based on analyses of surface water data from freshwater ecosystem surveys and monitoring, the 

most sensitive lakes and streams are contained in New England, the Adirondack Mountains, the 

Appalachian Mountains (northern Appalachian Plateau and Ridge/Blue Ridge region), the mountainous 

West, and the Upper Midwest. ANC is the most widely used indicator of acid sensitivity and has been 

found in various studies to be the best single indicator of the biological response and health of aquatic 

communities in acid sensitive systems. Annual or multi-year average ANC is a good overall indicator of 

sensitivity, capturing the ability of an ecosystem to withstand chronic acidification as well as episodic 

events such as spring melting that can lower ANC over shorter time spans. Biota are generally not 

harmed when annual average ANC levels are > 100 microequivalents per liter (μeq/L). At annual 

average ANC levels between 100 and 50 μeq/L, the fitness of sensitive species (e.g., brook trout, 

zooplankton) begins to decline. When annual average ANC is <50 μeq/L, negative effects on aquatic 

biota are observed, including large reductions in diversity of fish species, and declines in health of fish 

populations, affecting reproductive ability and fitness. Annual average ANC levels below 0 μeq/L are 

generally associated with complete loss of fish species and other biota that are sensitive to acidification. 

An example of the relationship between ANC level and aquatic effects based on lakes in the 

Adirondacks is illustrated in the following figure:
Page 27 of 178

Recent studies indicate that acidification of lakes and streams can result in significant loss in 

economic value, which is one indicator of adversity associated with loss of ecosystem services. A 2006 

study of New York residents found that they are willing to pay between $300 and $800 million annually

for the equivalent of improving lakes in the Adirondacks region to an ANC level of 50 μeq/L. Several 

states have set goals for improving the acid status of lakes and streams, generally targeting ANC in the 

range of 50 to 60 μeq/L, and have engaged in costly activities to decrease acidification.

With regard to terrestrial ecosystems, the evidence is sufficient to infer a causal relationship 

between acidifying deposition and changes in biogeochemistry (U.S. EPA, 2008, section 4.2.1.1). The 

strongest evidence comes from studies of forested ecosystems, with supportive information on other 

plant taxa, including shrubs and lichens (U.S. EPA, 2008, section 3.2.2.1.). Three useful indicators of 

chemical changes and acidification effects on terrestrial ecosystems, showing consistency among 

multiple studies are: soil base saturation, Al concentrations in soil water, and soil carbon to nitrogen 

(C:N) ratio (U.S. EPA, 2008, section 3.2.2.2).

Forests of the Adirondack Mountains of New York, Green Mountains of Vermont, White 

Mountains of New Hampshire, the Allegheny Plateau of Pennsylvania, and high-elevation forest 

ecosystems in the southern Appalachians and mountainous regions in the West are the regions most 

sensitive to acidifying deposition. The health of at least a portion of the sugar maple and red spruce 

growing in the United States may have been compromised by acidifying total nitrogen and sulfur 

deposition in recent years. Soil acidification caused by acidic deposition has been shown to cause 

decreased growth and increased susceptibility to disease and injury in sensitive tree species. Red spruce
Page 28 of 178

dieback or decline has been observed across high elevation areas in the Adirondack, Green and White 

mountains. The frequency of freezing injury to red spruce needles has increased over the past 40 years, a 

period that coincided with increased emissions of sulfur and nitrogen oxides and increased acidifying 

deposition. Acidifying deposition can contribute to dieback in sugar maple through depletion of cations 

from soil with low levels of available calcium. Grasslands are likely less sensitive to acidification than 

forests due to grassland soils being generally rich in base cations.

A commonly used indicator of terrestrial acidification is the base cation-to-aluminum ratio, 

Bc/Al. Many locations in sensitive areas of the United States have Bc/Al levels below benchmark levels 

we have classified as providing low to intermediate levels of protection to tree health. At a Bc/Al ratio 

of 1.2 (intermediate level of protection), red spruce growth can be reduced by 20 percent. At a Bc/Al 

ratio of 0.6 (low level of protection), sugar maple growth can be reduced by 20 percent. While not 

defining whether a 20 percent reduction in growth can be considered significant, existing economic 

studies suggest that avoiding significant declines in the health of spruce and sugar maple forests may be 

worth billions of dollars to residents of the Eastern United States.

ii. Nutrient Enrichment Effects in Terrestrial and Aquatic Ecosystems

The ISA found that deposition of nitrogen, including oxides of nitrogen and NHx, leads to the 

nitrogen enrichment of terrestrial, freshwater and estuarine ecosystems (U.S. EPA 2008). In the process 

of nitrogen enrichment, biogeochemical components of terrestrial and freshwater aquatic ecosystems are 

altered in a way that leads to effects on biological organisms. Nitrogen deposition is a major source of 

anthropogenic nitrogen. For many terrestrial and freshwater ecosystems other sources of nitrogen 

including fertilizer and waste treatment are greater than deposition. Nitrogen deposition often 

contributes to nitrogen-enrichment effects in estuaries, but does not drive the effects since other sources 

of nitrogen greatly exceed nitrogen deposition. Both oxides of nitrogen and NHx contribute to nitrogen 
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deposition. For the most part, nitrogen effects on ecosystems do not depend on whether the nitrogen is in 

oxidized or reduced form. Thus, this summary focuses on the effects of nitrogen deposition in total.

The numerous ecosystem types that occur across the United States have a broad range of 

sensitivity to nitrogen deposition. Organisms in their natural environment are commonly adapted to a 

specific regime of nutrient availability. Change in the availability of one important nutrient, such as 

nitrogen, may result in imbalances in ecosystems, with effects on ecosystem processes, structure and 

function. In certain nitrogen-limited ecosystems, including many ecosystems managed for commercial 

production, nitrogen deposition can result in beneficial increases in productivity. Nutrient enrichment 

effects from deposition of oxides of nitrogen are difficult to disentangle from overall effects of nitrogen 

enrichment. This is caused by two factors: the inputs of reduced nitrogen from deposition and, in 

estuarine ecosystems, a large fraction of nitrogen inputs from non-atmospheric sources.

The numerous ecosystem types that occur across the United States have a broad range of 

sensitivity to nitrogen deposition (U.S. EPA, 2008, Table 4-4). Increased deposition to nitrogen-limited 

ecosystems can lead to production increases that may be either beneficial or adverse depending on the 

system and management goals. Organisms in their natural environment are commonly adapted to a 

specific regime of nutrient availability. Change in the availability of one important nutrient, such as 

nitrogen, may result in an imbalance in ecological stoichiometry, with effects on ecosystem processes, 

structure and function. 

With regard to terrestrial ecosystems, the ISA concluded that the evidence is sufficient to infer a 

causal relationship between nitrogen deposition and the alteration of biogeochemical cycling in 

terrestrial ecosystems (U.S. EPA, 2008, section 4.3.1.1 and 3.3.2.1). Due to the complexity of 

interactions between the nitrogen and carbon cycling, the effects of nitrogen on carbon budgets 

(quantified input and output of carbon to the ecosystem) are variable. Regional trends in net ecosystem 

productivity (NEP) of forests (not managed for silviculture) have been estimated through models based 
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on gradient studies and meta-analysis. Atmospheric nitrogen deposition has been shown to cause 

increased litter accumulation and carbon storage in above-ground woody biomass. In the West, this has 

lead to increased susceptibility to more severe fires. Less is known regarding the effects of nitrogen 

deposition on carbon budgets of non-forest ecosystems. The ISA also concludes that the evidence is 

sufficient to infer a causal relationship between nitrogen deposition on the alteration of species richness, 

species composition and biodiversity in terrestrial ecosystems (U.S. EPA, 2008, section 4.3.1.2).

Little is known about the full extent and distribution of the terrestrial ecosystems in the United 

States that are most sensitive to impacts caused by nutrient enrichment from atmospheric nitrogen 

deposition. Effects are most likely to occur where areas of relatively high atmospheric N deposition 

intersect with nitrogen-limited plant communities. The alpine ecosystems of the Colorado Front Range, 

chaparral watersheds of the Sierra Nevada, lichen and vascular plant communities in the San Bernardino 

Mountains and the Pacific Northwest, and the southern California coastal sage scrub (CSS) community

are among the most sensitive terrestrial ecosystems. There is growing evidence (U.S. EPA, 2008, section 

4.3.1.2) that existing grassland ecosystems in the western United States are being altered by elevated 

levels of N inputs, including inputs from atmospheric deposition.

More is known about the sensitivity of particular plant communities. Based largely on results 

obtained in more extensive studies conducted in Europe, it is expected that the more sensitive terrestrial 

ecosystems include hardwood forests, alpine meadows, arid and semi-arid lands, and grassland 

ecosystems (U.S. EPA, 2008, section 3.3.5). The REA used published research results (U.S. EPA, 2009, 

section 5.3.1 and U.S. EPA, 2008, Table 4.4) to identify meaningful ecological benchmarks associated 

with different levels of atmospheric nitrogen deposition. These are illustrated in Figure 3-4 of the PA. 

The sensitive areas and ecological indicators identified by the ISA were analyzed further in the REA to 

create a national map that illustrates effects observed from ambient and experimental atmospheric 

nitrogen deposition loads in relation to Community Multi-scale Air Quality (CMAQ) 2002 modeling 
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results and National Atmospheric Deposition Program (NADP) monitoring data. This map, reproduced 

in Figure 3-5 of the PA, depicts the sites where empirical effects of terrestrial nutrient enrichment have 

been observed and site proximity to elevated atmospheric nitrogen deposition.

With regard to freshwater ecosystems, the ISA concluded that the evidence is sufficient to infer a 

causal relationship between nitrogen deposition and the alteration of biogeochemical cycling in 

freshwater aquatic ecosystems (U.S. EPA, 2008, section 3.3.2.3). Nitrogen deposition is the main source 

of nitrogen enrichment to headwater streams, lower order streams and high elevation lakes. The ISA 

also concludes that the evidence is sufficient to infer a causal relationship between nitrogen deposition 

and the alteration of species richness, species composition and biodiversity in freshwater aquatic 

ecosystems (U.S. EPA, 2008, section 3.3.5.3).

There are many examples of fresh waters that are nitrogen-limited or nitrogen and phosphorous 

(P) co-limited (U.S. EPA, 2008, section 3.3.3.2). Less is known about the extent and distribution of the 

terrestrial ecosystems in the United States that are most sensitive to the effects of nutrient enrichment 

from atmospheric nitrogen deposition compared to acidification. Grasslands in the western United States

are typically nitrogen-limited ecosystems dominated by a diverse mix of perennial forbs and grass 

species. A meta-analysis discussed in the ISA (U.S. EPA, 2008, section 3.3.3), indicated that nitrogen 

fertilization increased aboveground growth in all non-forest ecosystems except for deserts. Because the 

productivity of estuarine and near shore marine ecosystems is generally limited by the availability of 

nitrogen, they are also susceptible to the eutrophication effect of nitrogen deposition (U.S. EPA, 2008, 

section 4.3.4.1).

The magnitude of ecosystem response to nutrient enrichment may be thought of on two time 

scales, current conditions and how ecosystems have been altered since the onset of anthropogenic 

nitrogen deposition. As noted previously, studies found that nitrogen-limitation occurs as frequently as 

phosphorous-limitation in freshwater ecosystems (U.S. EPA, 2008, section 3.3.3.2). Recently, a 
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comprehensive study of available data from the northern hemisphere surveys of lakes along gradients of 

nitrogen deposition show increased inorganic nitrogen concentration and productivity to be correlated 

with atmospheric nitrogen deposition. The results are unequivocal evidence of nitrogen limitation in 

lakes with low ambient inputs of nitrogen, and increased nitrogen concentrations in lakes receiving 

nitrogen solely from atmospheric nitrogen deposition. It has been suggested that most lakes in the 

northern hemisphere may have originally been nitrogen-limited, and that atmospheric nitrogen 

deposition has changed the balance of nitrogen and phosphorous in lakes.

Eutrophication effects from nitrogen deposition are most likely to be manifested in undisturbed, 

low nutrient surface waters such as those found in the higher elevation areas of the western United 

States. The most severe eutrophication from nitrogen deposition effects is expected downwind of major 

urban and agricultural centers. High concentrations of lake or streamwater NO3

−

, indicative of 

ecosystem saturation, have been found at a variety of locations throughout the United States, including 

the San Bernardino and San Gabriel Mountains within the Los Angeles Air Basin, the Front Range of 

Colorado, the Allegheny mountains of West Virginia, the Catskill Mountains of New York, the 

Adirondack Mountains of New York, and the Great Smoky Mountains in Tennessee (U.S. EPA, 2008, 

section 3.3.8).

With regard to estuaries, the ISA concludes that the evidence is sufficient to infer a causal 

relationship between nitrogen deposition and the biogeochemical cycling of nitrogen and carbon in 

estuaries (U.S. EPA, 2008, section 4.3.4.1 and 3.3.2.3). In general, estuaries tend to be nitrogen-limited, 

and many currently receive high levels of nitrogen input from human activities (U.S. EPA, 2009, section 

5.1.1). It is unknown if atmospheric deposition alone is sufficient to cause eutrophication; however, the 

contribution of atmospheric nitrogen deposition to total nitrogen load is calculated for some estuaries 

and can be >40 percent (U.S. EPA, 2009, section 5.1.1). The evidence is also sufficient to infer a causal 

relationship between nitrogen deposition and the alteration of species richness, species composition and 
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biodiversity in estuarine ecosystems (U.S. EPA, 2008, section 4.3.4.2 and 3.3.5.4). Atmospheric and 

non-atmospheric sources of nitrogen contribute to increased phytoplankton and algal productivity, 

leading to eutrophication. Shifts in community composition, reduced hypolimnetic dissolved oxygen 

(DO), decreases in biodiversity, and mortality of submerged aquatic vegetation are associated with 

increased N deposition in estuarine systems.

In contrast to terrestrial and freshwater systems, atmospheric nitrogen load to estuaries 

contributes to the total load but does not necessarily drive the effects since other combined sources of 

nitrogen often greatly exceed nitrogen deposition. In estuaries, nitrogen-loading from multiple 

anthropogenic and non-anthropogenic pathways leads to water quality deterioration, resulting in 

numerous effects including hypoxic zones, species mortality, changes in community composition and 

harmful algal blooms that are indicative of eutrophication.

A recent national assessment of eutrophic conditions in estuaries found that 65 percent of the 

assessed systems had moderate to high overall eutrophic conditions. Most eutrophic estuaries occurred 

in the mid-Atlantic region and the estuaries with the lowest degree of eutrophication were in the North 

Atlantic. Other regions had mixtures of low, moderate, and high degrees of eutrophication (U.S. EPA, 

2008, section 4.3.4.3). The mid-Atlantic region is the most heavily impacted area in terms of moderate 

or high loss of submerged aquatic vegetation due to eutrophication (U.S. EPA, 2008, section 4.3.4.2). 

Submerged aquatic vegetation is important to the quality of estuarine ecosystem habitats because it 

provides habitat for a variety of aquatic organisms, absorbs excess nutrients, and traps sediments (U.S. 

EPA, 2008, section 4.3.4.2). It is partly because many estuaries and near-coastal marine waters are 

degraded by nutrient enrichment that they are highly sensitive to potential negative impacts from 

nitrogen addition from atmospheric deposition.

iii. Effects on Metal Toxicity 
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As discussed in the ISA (U.S. EPA, 2008, section 3.4.1 and 4.5), mercury is a highly neurotoxic 

contaminant that enters the food web as a methylated compound, methylmercury (MeHg). Mercury is 

principally methylated by sulfur-reducing bacteria and can be taken up by microorganisms, zooplankton 

and macroinvertebrates. The contaminant is concentrated in higher trophic levels, including fish eaten 

by humans. Experimental evidence has established that only inconsequential amounts of MeHg can be 

produced in the absence of sulfate. Once MeHg is present, other variables influence how much 

accumulates in fish, but elevated mercury levels in fish can only occur where substantial amounts of 

MeHg are present. Current evidence indicates that in watersheds where mercury is present, increased 

oxides of sulfur deposition very likely results in additional production of MeHg which leads to greater 

accumulation of MeHg concentrations in fish. With respect to sulfur deposition and mercury

methylation, the final ISA determined that “[t]he evidence is sufficient to infer a causal relationship 

between sulfur deposition and increased mercury methylation in wetlands and aquatic environments.”

The production of meaningful amounts of MeHg requires the presence of SO4

2-

and mercury, and 

where mercury is present, increased availability of SO4

2-

results in increased production of MeHg. There 

is increasing evidence on the relationship between sulfur deposition and increased methylation of 

mercury in aquatic environments; this effect occurs only where other factors are present at levels within 

a range to allow methylation. The production of MeHg requires the presence of SO4

2-

and mercury, but 

the amount of MeHg produced varies with oxygen content, temperature, pH, and supply of labile 

organic carbon (U.S. EPA, 2008, section 3.4). In watersheds where changes in sulfate deposition did not 

produce an effect, one or several of those interacting factors were not in the range required for 

meaningful methylation to occur (U.S. EPA, 2008, section 3.4). Watersheds with conditions known to 

be conducive to mercury methylation can be found in the northeastern United States and southeastern 

Canada. 
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While the ISA concluded that the evidence was sufficient to infer a causal relationship between 

sulfur deposition and increased MeHg production in wetlands and aquatic ecosystems, the REA 

concluded that there was insufficient evidence to quantify the relationship between sulfur deposition and 

MeHg production. Therefore, only a qualitative assessment was included in chapter 6 of the REA. As a 

result, the PA could not reach a conclusion as to the adequacy of the existing SO2 standards in protecting 

against welfare effects associated with increased mercury methylation.

2. Overview of Risk and Exposure Assessment

The risk and exposure assessment conducted for the current review was developed to describe 

potential risk from current and future deposition of oxides of nitrogen and sulfur to sensitive ecosystems. 

The case study analyses in the REA show that there is confidence that known or anticipated adverse 

ecological effects are occurring under current ambient loadings of nitrogen and sulfur in sensitive 

ecosystems across the United States. An overview of the analytic approaches used in the REA, a 

summary of the key findings from the air quality analyses and acidification and nutrient enrichment case 

studies, and general conclusions regarding other welfare effects are presented below.

a. Approach to REA Analyses 

The REA evaluates the relationships between atmospheric concentrations, deposition, 

biologically relevant exposures, targeted ecosystem effects, and ecosystem services. To evaluate the 

nature and magnitude of adverse effects associated with deposition, the REA also examines various 

ways to quantify the relationships between air quality indicators, deposition of biologically available 

forms of nitrogen and sulfur, ecologically relevant indicators relating to deposition, exposure and effects 

on sensitive receptors, and related effects resulting in changes in ecosystem structure and services. The 

intent is to determine the exposure metrics that incorporate the temporal considerations (i.e., biologically

relevant timescales), pathways, and ecologically relevant indicators necessary to determine the effects 

on these ecosystems. To the extent feasible, the REA evaluates the overall load to the system for 
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nitrogen and sulfur, as well as the variability in ecosystem responses to these pollutants. It also evaluates 

the contributions of atmospherically deposited nitrogen and sulfur individually relative to the combined 

atmospheric loadings of both elements together. Since oxidized nitrogen is the listed criteria pollutant 

(currently measured by the ambient air quality indicator NO2) for the atmospheric contribution to total 

nitrogen, the REA examines the contribution of nitrogen oxides to total reactive nitrogen in the 

atmosphere, relative to the contributions of reduced forms of nitrogen (e.g., ammonia, ammonium), to 

ultimately assess how a meaningful secondary NAAQS might be structured.

The REA focuses on ecosystem welfare effects that result from the deposition of total reactive 

nitrogen and sulfur. Because ecosystems are diverse in biota, climate, geochemistry, and hydrology, 

response to pollutant exposures can vary greatly between ecosystems. In addition, these diverse 

ecosystems are not distributed evenly across the United States. To target nitrogen and sulfur 

acidification and nitrogen and sulfur enrichment, the REA addresses four main targeted ecosystem 

effects on terrestrial and aquatic systems identified by the ISA (U.S. EPA, 2008): aquatic acidification 

due to nitrogen and sulfur; terrestrial acidification due to nitrogen and sulfur; aquatic nutrient 

enrichment, including eutrophication; and terrestrial nutrient enrichment. In addition to these four 

targeted ecosystem effects, the REA also qualitatively addresses the influence of sulfur oxides 

deposition on MeHg production; nitrous oxide (N2O) effects on climate; nitrogen effects on primary 

productivity and biogenic greenhouse gas (GHG) fluxes; and phytotoxic effects on plants. 

Because the targeted ecosystem effects outlined above are not evenly distributed across the 

United States, the REA identified case studies for each targeted effects based on ecosystems identified 

as sensitive to nitrogen and/or sulfur deposition effects. Eight case study areas and two supplemental 

study areas (Rocky Mountain National Park and Little Rock Lake, Wisconsin) are summarized in the 

REA based on ecosystem characteristics, indicators, and ecosystem service information. Case studies 

selected for aquatic acidification effects were the Adirondack Mountains and Shenandoah National Park. 
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Kane Experimental Forest in Pennsylvania and Hubbard Brook Experimental Forest in New Hampshire 

were selected as case studies for terrestrial acidification. Aquatic nutrient enrichment case study

locations were selected in the Potomac River Basin upstream of Chesapeake Bay and the Neuse River 

Basin upstream of the Pamlico Sound in North Carolina. The CSS communities in southern California 

and the mixed conifer forest (MCF) communities in the San Bernardino and Sierra Nevada Mountains of 

California were selected as case studies for terrestrial nutrient enrichment. Two supplemental areas were 

also chosen, one in Rocky Mountain National Park for terrestrial nutrient enrichment and one in Little 

Rock Lake, Wisconsin for aquatic nutrient enrichment.

For aquatic and terrestrial acidification effects, a similar conceptual approach was used (critical 

loads) to evaluate the impacts of multiple pollutants on an ecological endpoint, whereas the approaches 

used for aquatic and terrestrial nutrient enrichment were fundamentally distinct. Although the ecological 

indicators for aquatic and terrestrial acidification (i.e., ANC and BC/Al) are very different, both 

ecological indicators are well-correlated with effects such as reduced biodiversity and growth. While 

aquatic acidification is clearly the targeted effect area with the highest level of confidence, the 

relationship between atmospheric deposition and an ecological indicator is also quite strong for 

terrestrial acidification. The main drawback with the understanding of terrestrial acidification is that the 

data are based on laboratory responses rather than field measurements. Other stressors that are present in 

the field but that are not present in the laboratory may confound this relationship.

For nutrient enrichment effects, the REA utilized different types of indicators for aquatic and 

terrestrial effects to assess both the likelihood of adverse effects to ecosystems and the relationship 

between adverse effects and atmospheric sources of oxides of nitrogen. The ecological indicator chosen 

for aquatic nutrient enrichment, the Assessment of Estuarine Trophic Status Eutrophication Index 

(ASSETS EI), seems to be inadequate to relate atmospheric deposition to the targeted ecological effect, 

likely due to the many other confounding factors. Further, there is far less confidence associated with the 
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understanding of aquatic nutrient enrichment because of the large contributions from non-atmospheric 

sources of nitrogen and the influence of both oxidized and reduced forms of nitrogen, particularly in 

large watersheds and coastal areas. However, a strong relationship exists between atmospheric 

deposition of nitrogen and ecological effects in high alpine lakes in the Rocky Mountains because 

atmospheric deposition is the only source of nitrogen to these systems. There is also a strong weight-ofevidence regarding the relationships between ecological effects attributable to terrestrial nitrogen 

nutrient enrichment; however, ozone and climate change may be confounding factors. In addition, the 

response for other species or species in other regions of the United States has not been quantified.

b. Key Findings

In summary, based on case study analyses, the REA concludes that known or anticipated adverse 

ecological effects are occurring under current conditions and further concludes that these adverse effects 

continue into the future. Key findings from the air quality analyses, acidification and nutrient enrichment 

case studies, as well as general conclusions from evaluating additional welfare effects, are summarized 

below.

i. Air Quality Analyses

The air quality analyses in the REA encompass the current emissions sources of nitrogen and 

sulfur, as well as atmospheric concentrations, estimates of deposition of total nitrogen, policy-relevant 

background, and non-atmospheric loadings of nitrogen and sulfur to ecosystems, both nationwide and in 

the case study areas. Spatial fields of deposition were created using wet deposition measurements from 

the NADP National Trends Network and dry deposition predictions from the 2002 CMAQ model 

simulation. Some key conclusions from this analysis are:

(1) Total reactive nitrogen deposition and sulfur deposition are much greater in the East compared to 

most areas of the West. 
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(2) These regional differences in deposition correspond to the regional differences in oxides of nitrogen 

and SO2 concentrations and emissions, which are also higher in the East. Oxides of nitrogen 

emissions are much greater and generally more widespread than ammonia (NH3) emissions 

nationwide; high NH3 emissions tend to be more local (e.g., eastern North Carolina) or sub-regional 

(e.g., the upper Midwest and Plains states). The relative amounts of oxidized versus reduced nitrogen 

deposition are consistent with the relative amounts of oxides of nitrogen and NH3 emissions. 

Oxidized nitrogen deposition exceeds reduced nitrogen deposition in most of the case study areas; 

the major exception being the Neuse River/Neuse River Estuary Case Study Area.

(3) Reduced nitrogen deposition exceeds oxidized nitrogen deposition in the vicinity of local sources of 

NH3.

(4) There can be relatively large spatial variations in both total reactive nitrogen deposition and sulfur 

deposition within a case study area; this occurs particularly in those areas that contain or are near a 

high emissions source of oxides of nitrogen, NH3 and/or SO2.

(5) The seasonal patterns in deposition differ between the case study areas. For the case study areas in 

the East, the season with the greatest amounts of total reactive nitrogen deposition correspond to the 

season with the greatest amounts of sulfur deposition. Deposition peaks in spring in the Adirondack, 

Hubbard Brook Experimental Forest, and Kane Experimental Forest case study areas, and it peaks in 

summer in the Potomac River/Potomac Estuary, Shenandoah, and Neuse River/Neuse River Estuary

case study areas. For the case study areas in the West, there is less consistency in the seasons with 

greatest total reactive nitrogen and sulfur deposition in a given area. In general, both nitrogen and/or 

sulfur deposition peaks in spring or summer. The exception to this is the Sierra Nevada Range 

portion of the MCF Case Study Area, in which sulfur deposition is greatest in winter.

ii. Aquatic Acidification Case Studies
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The role of aquatic acidification in two eastern United States areas—northeastern New York’s 

Adirondack area and the Shenandoah area in Virginia—was analyzed in the REA to assess surface water 

trends in SO4

2-

and NO3

-

concentrations and ANC levels and to affirm the understanding that reductions 

in deposition could influence the risk of acidification. Monitoring data from the EPA-administered 

Temporally Integrated Monitoring of Ecosystems/Long-Term Monitoring (TIME/ LTM) programs and 

the Environmental Monitoring and Assessment Program (EMAP) were assessed for the years 1990 to 

2006, and past, present and future water quality levels were estimated using both steady-state and 

dynamic biogeochemical models. 

Although wet deposition rates for SO2 and oxides of nitrogen in the Adirondack Case Study Area 

have reduced since the mid-1990s, current concentrations are still well above pre-acidification (1860) 

conditions. For a discussion of the uncertainties of pre-acidification, see U.S. EPA, 2011, Appendix F.

The Model of Acidification of Groundwater in Catchments (MAGIC) modeling predicts NO3

-

and SO4

2-

are 17- and 5-fold higher today, respectively. The estimated average ANC for 44 lakes in the 

Adirondack Case Study Area is 62.1 μeq/L (± 15.7 μeq/L); 78 percent of all monitored lakes in the 

Adirondack Case Study Area have a current risk of Elevated, Severe, or Acute. Of the 78 percent, 31 

percent experience episodic acidification, and 18 percent are chronically acidic today.

(1) Based on the steady-state critical load model for the year 2002, 18 percent, 28 percent, 44 percent, 

and 58 percent of 169 modeled lakes received combined total sulfur and nitrogen deposition that 

exceeded critical loads corresponding to ANC limits of 0, 20, 50, and 100 μeq/L respectively.

(2) Based on a deposition scenario that maintains current emission levels to 2020 and 2050, the 

simulation forecast indicates no improvement in water quality in the Adirondack Case Study Area. 

The percentage of lakes within the Elevated to Acute Concern classes remains the same in 2020 and 

2050.
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(3) Since the mid-1990s, streams in the Shenandoah Case Study Area have shown slight declines in NO3 

and SO4

2-

concentrations in surface waters. The ANC levels increased from about 50 μeq/L in the 

early 1990s to >75 μeq/L until 2002, when ANC levels declined back to 1991–1992 levels. Current 

concentrations are still above pre-acidification (1860) conditions. The MAGIC modeling predicts 

surface water concentrations of NO3 and SO4

2-

are 10- and 32-fold higher today, respectively. The 

estimated average ANC for 60 streams in the Shenandoah Case Study Area is 57.9 μeq/L (± 4.5 

μeq/L). Fifty-five percent of all monitored streams in the Shenandoah Case Study Area have a 

current risk of Elevated, Severe, or Acute. Of the 55 percent, 18 percent experience episodic 

acidification, and 18 percent are chronically acidic today.

(4) Based on the steady-state critical load model for the year 2002, 52 percent, 72 percent, 85 percent 

and 93 percent of 60 modeled streams received combined total sulfur and nitrogen deposition that 

exceeded critical loads corresponding to ANC limits of 0, 20, 50, and 100 μeq/L respectively.

(5) Based on a deposition scenario that maintains current emission levels to 2020 and 2050, the 

simulation forecast indicates that a large number of streams would still have Elevated to Acute 

problems with acidity.

iii. Terrestrial Acidification Case Studies

The role of terrestrial acidification was examined in the REA using a critical load analysis for 

sugar maple and red spruce forests in the eastern United States by using the BC/Al ratio in acidified 

forest soils as an indicator to assess the impact of nitrogen and sulfur deposition on tree health. These 

are the two most commonly studied species in North America for impacts of acidification. At a BC/Al 

ratio of 1.2, red spruce growth can be reduced by 20 percent. Sugar maple growth can be reduced by 20 

percent at a BC/Al ratio of 0.6. Key findings of the case study are summarized below.

(1) Case study results suggest that the health of at least a portion of the sugar maple and red spruce 

growing in the United States may have been compromised with acidifying total nitrogen and sulfur 
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deposition in 2002. The 2002 CMAQ/NADP total nitrogen and sulfur deposition levels exceeded 

three selected critical loads in 3 percent to 75 percent of all sugar maple plots across 24 states. The 

three critical loads ranged from 6,008 to 107 eq/ha/yr for the BC/Al ratios of 0.6, 1.2, and 10.0 

(increasing levels of tree protection). The 2002 CMAQ/NADP total nitrogen and sulfur deposition 

levels exceeded three selected critical loads in 3 percent to 36 percent of all red spruce plots across 

eight states. The three critical loads ranged from 4,278 to 180 eq/ha/yr for the Bc/Al ratios of 0.6, 

1.2, and 10.0 (increasing levels of tree protection).

(2) The SMB model assumptions made for base cation weathering (Bcw) and forest soil ANC input 

parameters are the main sources of uncertainty since these parameters are rarely measured and 

require researchers to use default values.

(3) The pattern of case study results suggests that nitrogen and sulfur acidifying deposition in the sugar 

maple and red spruce forest areas studied were similar in magnitude to the critical loads for those 

areas and both ecosystems are likely to be sensitive to any future changes in the levels of deposition.

iv. Aquatic Nutrient Enrichment Case Studies

The role of nitrogen deposition in two main stem rivers feeding their respective estuaries was 

analyzed in the REA to determine if decreases in deposition could influence the risk of eutrophication as 

predicted using the ASSETS EI scoring system in tandem with SPARROW (SPAtially Referenced 

Regression on Watershed Attributes) modeling. This modeling approach provides a transferrable, 

intermediate-level analysis of the linkages between atmospheric deposition and receiving waters, while 

providing results on which conclusions could be drawn. A summary of findings follows:

(1) The 2002 CMAQ/NADP results showed that an estimated 40,770,000 kilograms (kg) of total 

nitrogen was deposited in the Potomac River watershed. The SPARROW modeling predicted that 

7,380,000 kg N/yr of the deposited nitrogen reached the estuary (20 percent of the total load to the 
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estuary). The overall ASSETS EI for the Potomac River and Potomac Estuary was Bad (based on all 

sources of N). 

(2) To improve the Potomac River and Potomac Estuary ASSETS EI score from Bad to Poor, a decrease 

of at least 78 percent in the 2002 total nitrogen atmospheric deposition load to the watershed would 

be required.

(3) The 2002 CMAQ/NADP results showed that an estimated 18,340,000 kg of total nitrogen was 

deposited in the Neuse River watershed. The SPARROW modeling predicted that 1,150,000 kg N/yr 

of the deposited nitrogen reached the estuary (26 percent of the total load to the estuary). The overall 

ASSETS EI for the Neuse River/Neuse River Estuary was Bad.

(4) It was found that the Neuse River/Neuse River Estuary ASSETS EI score could not be improved 

from Bad to Poor with decreases only in the 2002 atmospheric deposition load to the watershed. 

Additional reductions would be required from other nitrogen sources within the watershed.

The small effect of decreasing atmospheric deposition in the Neuse River watershed is because 

the other nitrogen sources within the watershed are more influential than atmospheric deposition in 

affecting the total nitrogen loadings to the Neuse River Estuary, as estimated with the SPARROW 

model. A water body’s response to nutrient loading depends on the magnitude (e.g., agricultural sources 

have a higher influence in the Neuse than in the Potomac), spatial distribution, and other characteristics 

of the sources within the watershed; therefore a reduction in nitrogen deposition does not always 

produce a linear response in reduced load to the estuary, as demonstrated by these two case studies.

v. Terrestrial Nutrient Enrichment Case Studies 

California CSS and MCF communities were the focus of the Terrestrial Nutrient Enrichment 

Case Studies of the REA. Geographic information systems analysis supported a qualitative review of 

past field research to identify ecological benchmarks associated with CSS and mycorrhizal communities, 

as well as MCF’s nutrient-sensitive acidophyte lichen communities, fine-root biomass in Ponderosa pine 
Page 44 of 178

and leached nitrate in receiving waters. These benchmarks, ranging from 3.1 to 17 kg N/ha/yr, were 

compared to 2002 CMAQ/NADP data to discern any associations between atmospheric deposition and 

changing communities. Evidence supports the finding that nitrogen alters CSS and MCF. Key findings 

include the following:

(1) The 2002 CMAQ/NADP nitrogen deposition data show that the 3.3 kg N/ha/yr benchmark has been 

exceeded in more than 93 percent of CSS areas (654,048 ha). This suggests that such deposition is a 

driving force in the degradation of CSS communities. One potentially confounding factor is the role 

of fire. Although CSS decline has been observed in the absence of fire, the contributions of 

deposition and fire to the CSS decline require further research. The CSS is fragmented into many 

small parcels, and the 2002 CMAQ/NADP 12-km grid data are not fine enough to fully validate the 

relationship between CSS distribution, nitrogen deposition, and fire.

(2) The 2002 CMAQ/NADP nitrogen deposition data exceeds the 3.1 kg N/ha/yr benchmark in more 

than 38percent (1,099,133 ha) of MCF areas, and nitrate leaching has been observed in surface 

waters. Ozone effects confound nitrogen effects on MCF acidophyte lichen, and the interrelationship 

between fire and nitrogen cycling requires additional research.

c. Other Welfare Effects

Ecological effects have also been documented across the United States where elevated nitrogen 

deposition has been observed, including the eastern slope of the Rocky Mountains where shifts in 

dominant algal species in alpine lakes have occurred where wet nitrogen deposition was only about 1.5 

kg N/ha/yr. High alpine terrestrial communities have a low capacity to sequester nitrogen deposition, 

and monitored deposition exceeding 3 to 4 kg N/ha/yr could lead to community-level changes in plant 

species, lichens and mycorrhizae.

Additional welfare effects are documented, but examined less extensively, in the REA. These 

effects include qualitative discussions related to visibility and materials damage, such as corrosion, 
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erosion, and soiling of paint and buildings which are being addressed in the PM NAAQS review 

currently underway. A discussion of the causal relationship between sulfur deposition (as sulfate, SO4

2-

) 

and increased mercury methylation in wetlands and aquatic environments is also included in the REA.

On this subject the REA concludes that decreases in SO4

2-

deposition will likely result in decreases in 

MeHg concentration; however, spatial and biogeochemical variations nationally hinder establishing 

large scale dose-response relationships.

Several additional issues concerning oxides of nitrogen were addressed in the REA. 

Consideration was also given to N2O, a potent GHG. The REA concluded that it is most appropriate to 

analyze the role of N2O in the context of all of the GHGs rather than as part of the REA for this review. 

The REA considered nitrogen deposition and its correlation with the rate of photosynthesis and net 

primary productivity. Nitrogen addition ranging from 15.4 to 300 kg N/ha/yr is documented as 

increasing wetland N2O production by an average of 207 percent across all ecosystems. Nitrogen 

addition ranging from 30 to 240 kg N/ha/yr increased methane (CH4) emissions by 115 percent, 

averaged across all ecosystems, and methane uptake was reduced by 38 percent averaged across all 

ecosystems when nitrogen addition ranged from 10 to 560 kg N/ha/yr, but reductions were only

significant for coniferous and deciduous forests. The heterogeneity of ecosystems across the United 

States, however, introduces variations into dose-response relationships.

The phytotoxic effects of oxides of nitrogen and sulfur on vegetation were also briefly discussed 

in the REA which concluded that since a unique secondary NAAQS exists for SO2, and concentrations 

of nitric oxide (NO), NO2 and PAN are rarely high enough to have phytotoxic effects on vegetation, 

further assessment was not warranted at this time.

3. Overview of Adversity of Effects to Public Welfare

Characterizing a known or anticipated adverse effect to public welfare is an important 

component of developing any secondary NAAQS. According to the CAA, welfare effects include: 
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“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 effect on 

economic values and on personal comfort and well-being, whether caused by transformation, 

conversion, or combination with other air pollutants” (CAA, Section 302(h)). While the text above lists 

a number of welfare effects, these effects do not define public welfare in and of themselves. 

Although there is no specific definition of adversity to public welfare, the paradigm of linking 

adversity to public welfare to disruptions in ecosystem structure and function has been used broadly by 

the EPA to categorize effects of pollutants from the cellular to the ecosystem level. An evaluation of 

adversity to public welfare might consider the likelihood, type, magnitude, and spatial scale of the effect 

as well as the potential for recovery and any uncertainties relating to these considerations.

Similar concepts were used in past reviews of secondary NAAQS for ozone and PM (relating to 

visibility), as well as in initial reviews of effects from lead deposition. Because oxides of nitrogen and 

sulfur are deposited from ambient sources into ecosystems where they affect changes to organisms, 

populations and ecosystems, the concept of adversity to public welfare as a result of alterations in 

structure and function of ecosystems is an appropriate consideration for this review.

Based on information provided in the PA, the following section discusses how ecological effects 

from deposition of oxides of nitrogen and sulfur relate to adversity to public welfare. In the PA, public 

welfare was discussed in terms of loss of ecosystem services (defined below), which in some cases can 

be monetized. Each of the four main effect areas (aquatic and terrestrial acidification and aquatic and 

terrestrial nutrient over-enrichment) are discussed including current ecological effects and associated 

ecosystem services. 

a. Ecosystem Services

The PA defines ecosystem services as the benefits individuals and organizations obtain from 

ecosystems. Ecosystem services can be classified as provisioning (food and water), regulating (control 
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of climate and disease), cultural (recreational, existence, spiritual, educational), and supporting (nutrient 

cycling). Conceptually, changes in ecosystem services may be used to aid in characterizing a known or 

anticipated adverse effect to public welfare. In the REA and PA ecosystem services are discussed as a 

method of assessing the magnitude and significance to the public of resources affected by ambient 

concentrations of oxides of nitrogen and sulfur and deposition in sensitive ecosystems. 

The EPA has in previous NAAQS reviews defined ecological goods and services for the 

purposes of a Regulatory Impact Analysis (RIA) as the “outputs of ecological functions or processes that 

directly or indirectly contribute to social welfare or have the potential to do so in the future. Some 

outputs may be bought and sold, but most are not marketed.” It is especially important to acknowledge 

that it is difficult to measure and/or monetize the goods and services supplied by ecosystems. It can be 

informative in characterizing adversity to public welfare to attempt to place an economic valuation on 

the set of goods and services that have been identified with respect to a change in policy however it must 

be noted that this valuation will be incomplete and illustrative only. 

Knowledge about the relationships linking ambient concentrations and ecosystem services is 

considered in the PA as one method by which to inform a policy judgment on a known or anticipated 

adverse public welfare effect. For example, a change in an ecosystem structure and process, such as 

foliar injury, would be classified as an ecological effect, with the associated changes in ecosystem 

services, such as primary productivity, food availability, forest products, and aesthetics (e.g., scenic 

viewing), classified as public welfare effects. Additionally, changes in biodiversity would be classified 

as an ecological effect, and the associated changes in ecosystem services—productivity, existence 

(nonuse) value, recreational viewing and aesthetics—would also be classified as public welfare effects.

As described in chapters 4 and 5 of the REA, case study analyses were performed that link 

deposition in sensitive ecosystems to changes in a given ecological indicator (e.g., for aquatic 

acidification, to changes in ANC) and then to changes in ecosystems. Appendix 8 of the REA links the 
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changes in ecosystems to the services they provide (e.g., fish species richness and its influence on 

recreational fishing). To the extent possible for each targeted effect area, the REA linked ambient 

concentrations of nitrogen and sulfur (i.e., ambient air quality indicators) to deposition in sensitive 

ecosystems (i.e., exposure pathways), and then to system response as measured by a given ecological 

indicator (e.g., lake and stream acidification as measured by ANC). The ecological effect (e.g., changes 

in fish species richness) was then, where possible, associated with changes in ecosystem services and the 

corresponding public welfare effects (e.g., recreational fishing).

b. Effects on Ecosystem Services

The process used to link ecological indicators to ecosystem services is discussed extensively in 

appendix 8 of the REA. In brief, for each case study area assessed, the ecological indicators are linked to 

an ecological response that is subsequently linked to associated services to the extent possible. For 

example, in the case study for aquatic acidification the chosen ecological indicator is ANC which can be 

linked to the ecosystem service of recreational fishing. Although recreational fishing losses are the only

service effects that can be independently quantified or monetized at this time, there are numerous other 

ecosystem services that may be related to the ecological effects of acidification.

While aquatic acidification is the focus of this proposed standard, the other effect areas were also 

analyzed in the REA and these ecosystems are being harmed by nitrogen and sulfur deposition and will 

obtain some measure of protection with any decrease in that deposition regardless of the reason for the 

decrease. The following summarizes the current levels of specific ecosystem services for aquatic and 

terrestrial acidification and aquatic and terrestrial nutrient over-enrichment and attempts to quantify and 

when possible monetize the harm to public welfare, as represented by ecosystem services, due to 

nitrogen and sulfur deposition. 

i. Aquatic Acidification
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Acidification of aquatic ecosystems primarily affects the ecosystem services that are derived 

from the fish and other aquatic life found in surface waters. In the northeastern United States, the surface 

waters affected by acidification are not a major source of commercially raised or caught fish; however, 

they are a source of food for some recreational and subsistence fishers and for other consumers. 

Although data and models are available for examining the effects on recreational fishing, relatively little 

data are available for measuring the effects on subsistence and other consumers. Inland waters also 

provide aesthetic and educational services along with non-use services, such as existence value 

(protection and preservation with no expectation of direct use). In general, inland surface waters such as 

lakes, rivers, and streams also provide a number of regulating services, playing a role in hydrological 

regimes and climate regulation. There is little evidence that acidification of freshwaters in the 

northeastern United States has significantly degraded these specific services; however, freshwater 

ecosystems also provide biological control services by providing environments that sustain delicate 

aquatic food chains. The toxic effects of acidification on fish and other aquatic life impair these services 

by disrupting the trophic structure of surface waters. Although it is difficult to quantify these services 

and how they are affected by acidification, it is worth noting that some of these services may be 

captured through measures of provisioning and cultural services. For example, these biological control 

services may serve as “intermediate” inputs that support the production of “final” recreational fishing 

and other cultural services.

As summarized in Chapter 4 of the PA, recent studies indicate that acidification of lakes and 

streams can result in significant loss in economic value. Embedded in these numbers is a degree of harm 

to recreational fishing services due to acidification that has occurred over time. These harms have not 

been quantified on a regional scale; however, a case study was conducted in the Adirondacks area (U.S. 

EPA, 2011, section 4.4.2).
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In the Adirondacks case study, estimates of changes in recreational fishing services were 

determined, as well as changes more broadly in “cultural” ecosystem services (including recreational, 

aesthetic, and nonuse services). First, the MAGIC model (U.S. EPA, 2009, Appendix 8 and section 2.2)

was applied to 44 lakes to predict what ANC levels would be under both “business as usual” conditions 

(i.e., allowing for some decline in deposition due to existing regulations) and pre-emission (i.e., 

background) conditions. Second, to estimate the recreational fishing impacts of aquatic acidification in 

these lakes, an existing model of recreational fishing demand and site choice was applied. This model 

predicts how recreational fishing patterns in the Adirondacks would differ and how much higher the 

average annual value of recreational fishing services would be for New York residents if lake ANC 

levels corresponded to background (rather than business as usual) conditions. To estimate impacts on a 

broader category of cultural (and some provisioning) ecosystem services, results from the Banzhaf et al 

(2006) valuation survey of New York residents were adapted and applied to this context. The focus of 

the survey was on impacts on aquatic resources. Pretesting of the survey indicated that respondents 

nonetheless tended to assume that benefits would occur in the condition of birds and forests as well as in 

recreational fishing. 

The REA estimated 44 percent of the Adirondack lakes currently fall below an ANC of 50 

μeq/L. Several states have set goals for improving the acid status of lakes and streams, generally 

targeting ANC in the range of 50 to 60 μeq/L, and have engaged in costly activities to decrease 

acidification.

These results imply significant value to the public in addition to those derived from recreational 

fishing services. Note that the results are only applicable to improvements in the Adirondacks valued by 

residents of New York. If similar benefits exist in other acid-impacted areas, benefits for the nation as a 

whole could be substantial. The analysis provides results on only a subset of the impacts of acidification 

on ecosystem services and suggests that the overall impact on these services could be substantial.
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ii. Terrestrial Acidification

Chapters 4.4.3 and 4.4.4 of the PA review several economic studies of areas sensitive to 

terrestrial acidification. Forests in the northeastern United States provide several important and valuable 

provisioning ecosystem services, which are reflected in the production and sales of tree products. Sugar 

maples are a particularly important commercial hardwood tree species in the United States, producing 

timber and maple syrup that provide hundreds of millions of dollars in economic value annually. Red 

spruce is also used in a variety of wood products and provides up to $100 million in economic value 

annually. Although the data do not exist to directly link acidification damages to economic values of lost 

recreational ecosystem services in forests, these resources are valuable to the public. The EPA is not 

able to quantify at this time the specific effects on these values of acid deposition, or of any specific 

reductions in deposition, relative to the effects of many other factors that may affect them. 

iii. Nutrient Enrichment

Chapters 4.4.5 and 4.4.6 of the PA summarize economic studies of east coast estuaries affected 

by nutrient over-enrichment or eutrophication. Estuaries in the eastern United States are important for 

fish and shellfish production. The estuaries are capable of supporting large stocks of resident 

commercial species, and they serve as the breeding grounds and interim habitat for several migratory

species. To provide an indication of the magnitude of provisioning services associated with coastal 

fisheries, from 2005 to 2007, the average value of total catch was $1.5 billion per year in 15 East Coast 

states. Estuaries also provide an important and substantial variety of cultural ecosystem services, 

including water-based recreational and aesthetic services. For example, data indicate that 4.8 percent of 

the population in coastal states from North Carolina to Massachusetts participated in saltwater fishing, 

with a total of 26 million saltwater fishing days in 2006. Recreational participation estimates for 1999–

2000 showed almost 6 million individuals participated in motor boating in coastal states from North 

Carolina to Massachusetts. The EPA is not able to quantify at this time the specific effects on these 
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values of nitrogen deposition, or of any specific reductions in deposition, relative to the effects of many

other factors that may affect them.

Terrestrial ecosystems can also suffer from nutrient over-enrichment. Each ecosystem is different 

in its composition of species and nutrient requirements. Changes to individual ecosystems from changes

in nitrogen deposition can be hard to assess economically. Relative recreational values are often 

determined by public use information. Chapter 4.4.7 of the PA reviewed studies related to park use in 

California. Data from California State Parks indicate that in 2002, 68.7 percent of surveyed individuals

participated in trail hiking for an average of 24.1 days per year. The EPA is not able to quantify at this 

time the specific effects on these values of nitrogen deposition, or of any specific reductions in 

deposition, relative to the effects of many other factors that may affect them.

The PA also identified fire regulation as a service that could be affected by nutrient overenrichment of the CSS and MCF ecosystems by encouraging growth of more flammable grasses, 

increasing fuel loads, and altering the fire cycle. Over the 5-year period from 2004 to 2008, Southern 

California experienced, on average, over 4,000 fires per year, burning, on average, over 400,000 acres 

per year. It is not possible at this time to quantify the contribution of nitrogen deposition, among many

other factors, to increased fire risk.

c. Summary

Adversity to public welfare can be understood by looking at how deposition of oxides of 

nitrogen and sulfur affect the ecological functions of an ecosystem (see II.A.), and then understanding 

the ecosystem services that are degraded. The monetized value of the ecosystem services provided by 

ecosystems that are sensitive to deposition of oxides of nitrogen and sulfur are in the billions of dollars 

each year, though it is not possible to quantify or monetize at this time the effects on these values of 

nitrogen and sulfur deposition or of any changes in deposition that may result from new secondary

standards. Many lakes and streams are known to be degraded by acidic deposition which affects 
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recreational fishing and tourism. Forest growth is likely suffering from acidic deposition in sensitive 

areas affecting red spruce and sugar maple timber production, sugar maple syrup production, hiking, 

aesthetic enjoyment and tourism. Nitrogen deposition contributes significantly to eutrophication in many

estuaries affecting fish production, swimming, boating, aesthetic enjoyment and tourism. Ecosystem 

services are likely affected by nutrient enrichment in many natural and scenic terrestrial areas, affecting 

biodiversity, including habitat for rare and endangered species, fire control, hiking, aesthetic enjoyment 

and tourism.

B. Adequacy of the Current Standards

An important issue to be addressed in this review of the secondary standards for oxides of 

nitrogen and sulfur is whether, in view of the scientific evidence reflected in the ISA, additional 

information on exposure and risk discussed in the REA, and conclusions drawn from the PA, the current 

standards provide adequate protection of public welfare. In this review, consideration is given to the 

adequacy of the current standards with regard to both the direct effects of exposure to gaseous oxides of 

nitrogen and sulfur on vegetation and on potentially adverse deposition-related effects on sensitive 

aquatic and terrestrial ecosystems. This section is drawn from section II.D of the proposal. The 

following discussion summarizes the considerations related to the adequacy of the standards as 

discussed in the PA (section II.B.1), CASAC’s views on adequacy (section II.B.2), and the 

Administrator’s proposed conclusions on the adequacy of the current standards

1. Adequacy Considerations

This discussion is based on the information presented in the PA and includes considerations 

related to the adequacy of the current NO2 and SO2 secondary standards with regard to direct effects 

(section II.B.1.a), as well as considerations related to both the appropriateness and the adequacy of 

protection of the current standards with regard to deposition-related effects (section II.B.1.b).

a. Adequacy of the Current Standards for Direct Effects
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For oxides of nitrogen, the current secondary standard was set identical to the primary standard3, 

i.e., an annual standard set for NO2 to protect against adverse effects on vegetation from direct exposure 

to ambient oxides of nitrogen. For oxides of sulfur, the current secondary standard is a 3-hour standard 

intended to provide protection for plants from the direct foliar damage associated with atmospheric 

concentrations of SO2. In considering the adequacy of these standards, it is appropriate to consider 

whether they are adequate to protect against the direct effects on vegetation resulting from exposure to 

ambient oxides of nitrogen and sulfur, which was the basis for initially setting the standards in 1971. 

The ISA concludes that there was sufficient evidence to infer a causal relationship between exposure to 

SO2, NO, NO2 and PAN and injury to vegetation. Additional research on acute foliar injury has been 

limited and there is no evidence to suggest foliar injury below the levels of the current secondary

standards. Based on information in the ISA, the PA concludes that there is sufficient evidence to suggest 

that the levels of the current standards are likely adequate to protect against phytotoxic effects caused by

direct gas-phase exposure.

b. Appropriateness and Adequacy of the Current Standards for Deposition-related Effects

This section addresses two concepts necessary to evaluate the current standards in the context of 

deposition-related effects. First, appropriateness of the current standards is considered with regard to 

indicator, form, level and averaging time. This discussion includes particular emphasis on the indicators 

and forms of the current standards and the degree to which they are ecologically relevant with regard to 

deposition-related effects that vary spatially and temporally. Second, this section considers the current 

standards in terms of adequacy of protection.

i. Appropriateness

 

3

The current primary NO2 standard has recently been changed to the 3-year average of the 98th 

percentile of the annual distribution of the 1 hour daily maximum of the concentration of NO2. The 

current secondary standard remains as it was set in 1971.
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The ISA has established that the major effects of concern for this review are associated with 

deposition of nitrogen and sulfur caused by atmospheric concentrations of oxides of nitrogen and sulfur. 

As discussed below, the current standards are not directed toward depositional effects, and none of the 

elements of the current NAAQS – indicator, form, averaging time, and level – are suited for addressing 

the effects of nitrogen and sulfur deposition.

Four issues arise that call into question the ecological relevance of the structure of the current 

secondary standards for oxides of nitrogen and sulfur.

(1) The current SO2 secondary standard (0.5 ppm SO2 over a 3-hour average) does not utilize an 

averaging time that relates to an exposure period that is relevant for ecosystem impacts. The majority

of deposition-related impacts are associated with depositional loads that occur over periods of 

months to years. This differs significantly from exposures associated with hourly concentrations of 

SO2 as measured by the current secondary standard. By addressing short-term concentrations, the 

current SO2 secondary standard, while protective against direct foliar effects from gaseous oxides of 

sulfur, does not take into account the findings of effects in the ISA, which notes the relationship 

between annual deposition of sulfur and acidification effects which are likely to be more severe and 

widespread than phytotoxic effects under current ambient conditions, and include effects from longterm and short-term deposition. Acidification is a process that occurs over time because the ability of 

an aquatic system to counteract acidic inputs is reduced as natural buffers are used more rapidly than 

they can be replaced through geologic weathering. The relevant period of exposure for ecosystems 

is, therefore, not the exposures captured in the short averaging time of the current SO2 secondary

standard. The current secondary standard for oxides of nitrogen is an annual standard (0.053 ppm 

averaged over 1 year) and as such the averaging time of the standard is more ecologically relevant.

(2) Current standards do not utilize appropriate atmospheric indicators. Nitrogen dioxide and SO2 are 

used as the species of oxides of nitrogen and sulfur that are measured to determine compliance with 
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the standards, but they do not capture all relevant chemical species of oxides of nitrogen and sulfur 

that contribute to deposition-related effects. The ISA provides evidence that deposition-related 

effects are associated with total nitrogen and total sulfur deposition, and thus all chemical species of 

oxidized nitrogen and oxidized sulfur that are deposited will contribute to effects on ecosystems. 

Thus, by using atmospheric NO2 and SO2 concentrations as indicators, the current standards address 

only a fraction of total atmospheric oxides of nitrogen and sulfur, and do not take into account the 

effects from deposition of total atmospheric oxides of nitrogen and sulfur. This suggests that more 

comprehensive atmospheric indicators should be considered in designing ecologically relevant 

standards.

(3) Current standards reflect separate assessments of the two individual pollutants, NO2 and SO2, rather 

than assessing the joint impacts of deposition of nitrogen and sulfur to ecosystems. Recognizing the 

role that each pollutant plays in jointly affecting ecosystem indicators, functions, and services is vital 

to developing a meaningful standard. The clearest example of this interaction is in assessment of the 

impacts of acidifying deposition on aquatic ecosystems. Acidification in an aquatic ecosystem 

depends on the total acidifying potential of the nitrogen and sulfur deposition resulting from oxides 

of nitrogen and sulfur as well as the inputs from other sources of nitrogen and sulfur such as reduced 

nitrogen and non-atmospheric sources. It is the joint impact of the two pollutants that determines the 

ultimate effect on organisms within the ecosystem, and critical ecosystem functions such as habitat 

provision and biodiversity. Standards that are set independently are less able to account for the 

contribution of the other pollutant. This suggests that interactions between oxides of nitrogen and 

oxides of sulfur should be a critical element of the conceptual framework for ecologically relevant 

standards. There are also important interactions between oxides of nitrogen and sulfur and reduced 

forms of nitrogen, which also contribute to acidification and nutrient enrichment. It is important that 

the structure of the standards address the role of reduced nitrogen in determining the ecological 
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effects resulting from deposition of atmospheric oxides of nitrogen and sulfur. Consideration will 

also have to be given to total loadings as ecosystems respond to all sources of nitrogen and sulfur.

(4) Current standards do not take into account variability in ecosystem sensitivity. Ecosystems are not 

uniformly distributed either spatially or temporally in their sensitivity to oxides of nitrogen and 

sulfur. Therefore, failure to account for the major determinants of variability, including geological 

and soil characteristics related to the sensitivity to acidification or nutrient enrichment, as well as 

atmospheric and landscape characteristics that govern rates of deposition, may lead to standards that 

do not provide requisite levels of protection across ecosystems. The current structures of the 

standards do not address the complexities in the responses of ecosystems to deposition of oxides of 

nitrogen and sulfur. Ecosystems contain complex groupings of organisms that respond in various 

ways to the alterations of soil and water that result from deposition of nitrogen and sulfur 

compounds. Different ecosystems therefore respond depending on a multitude of factors that control 

how deposition is integrated into the system. For example, the same levels of deposition falling on 

limestone dominated soils have a very different effect from those falling on shallow glaciated soils 

underlain with granite. One system may over time display no obvious detriment while the other may 

experience a catastrophic loss in fish communities. This degree of sensitivity is a function of many

atmospheric factors that control rates of deposition as well as ecological factors that control how an 

ecosystem responds to that deposition. The current standards do not take into account spatial and 

seasonal variations, not only in depositional loadings, but also in sensitivity of ecosystems exposed 

to those loadings. Based on the discussion summarized above, the PA concludes that the current 

secondary standards for oxides of nitrogen and oxides of sulfur are not ecologically relevant in terms 

of averaging time, form, level or indicator.
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ii. Adequacy of Protection

As described in the PA, ambient conditions in 2005 indicate that the current SO2 and NO2

secondary standards were not exceeded at that time (U.S. EPA, 2011, Figures 6-1 and 6-2) in locations 

where negative ecological effects have been observed. In many locations, SO2 and NO2 concentrations 

are substantially below the levels of the secondary standards. This pattern suggests that levels of 

deposition and any negative effects on ecosystems due to deposition of oxides of nitrogen and sulfur 

under recent conditions are occurring even though areas meet or are below current standards. In 

addition, based on conclusions in the REA, these levels will not decline in the future to levels below 

which it is reasonable to anticipate effects.

In determining the adequacy of the current secondary standards for oxides of nitrogen and sulfur 

the PA considered the extent to which ambient deposition contributes to loadings in ecosystems. Since 

the last review of the secondary standard for oxides of nitrogen, a great deal of information on the 

contribution of atmospheric deposition associated with ambient oxides of nitrogen has become available. 

The REA presents a thorough assessment of the contribution of oxidized nitrogen relative to total 

nitrogen deposition throughout the United States, and the relative contributions of ambient oxidized and 

reduced forms of nitrogen. The REA concludes that based on that analysis, ambient oxides of nitrogen 

are a significant component of atmospheric nitrogen deposition, even in areas with relatively high rates 

of reduced nitrogen deposition. In addition, atmospheric deposition of oxidized nitrogen contributes 

significantly to total nitrogen loadings in nitrogen sensitive ecosystems. 

The ISA summarizes the available studies of relative nitrogen contribution and finds that in 

much of the United States, oxides of nitrogen contribute from 50 to 75 percent of total atmospheric 

deposition relative to total reactive nitrogen, which includes oxidized and reduced nitrogen species (U.S. 

EPA, 2008, section 2.8.4). Although the proportion of total nitrogen loadings associated with 

atmospheric deposition of nitrogen varies across locations, the ISA indicates that atmospheric nitrogen 
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deposition is the main source of new anthropogenic nitrogen to most headwater streams, high elevation 

lakes, and low-order streams. Atmospheric nitrogen deposition contributes to the total nitrogen load in 

terrestrial, wetland, freshwater and estuarine ecosystems that receive nitrogen through multiple 

pathways. In several large estuarine systems, including the Chesapeake Bay, atmospheric deposition 

accounts for between 10 and 40 percent of total nitrogen loadings (U.S. EPA, 2008).

Atmospheric concentrations of oxides of sulfur account for nearly all sulfur deposition in the US. 

For the period 2004-2006, mean sulfur deposition in the United States was greatest east of the 

Mississippi River with the highest deposition amount, 21.3 kg S/ha-yr, in the Ohio River Valley where 

most recording stations reported 3-year averages >10 kg S/ha-yr. Numerous other stations in the East 

reported S deposition >5 kg S/ha-yr. Total sulfur deposition in the United States west of the 100th 

meridian was relatively low, with all recording stations reporting <2 kg S/ha-yr and many reporting <1 

kg S/ha-yr. Sulfur was primarily deposited in the form of wet SO4

2−

followed in decreasing order by a 

smaller proportion of dry SO2 and a much smaller proportion of deposition as dry SO4

2−

.

As discussed throughout the REA (U.S. EPA, 2009 and section II.B above), there are several key

areas of risk that are associated with ambient concentrations of oxides of nitrogen and sulfur. As noted 

earlier, in previous reviews of the secondary standards for oxides of nitrogen and sulfur, the standards 

were designed to protect against direct exposure of plants to ambient concentrations of the pollutants. A 

significant shift in understanding of the effects of oxides of nitrogen and sulfur has occurred since the 

last reviews, reflecting the large amount of research that has been conducted on the effects of deposition 

of nitrogen and sulfur to ecosystems. The most significant current risks of adverse effects to public 

welfare are those related to deposition of oxides of nitrogen and sulfur to both terrestrial and aquatic 

ecosystems. These risks fall into two categories, acidification and nutrient enrichment, which were 

emphasized in the REA as most relevant to evaluating the adequacy of the existing standards in 

protecting public welfare from adverse ecological effects.
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(a) Aquatic Acidification

The focus of the REA case studies was to determine whether deposition of sulfur and oxidized 

nitrogen in locations where ambient oxides of nitrogen and sulfur were at or below the current standards 

resulted in acidification and related effects, including episodic acidification and mercury methylation. 

Based on the case studies conducted for lakes in the Adirondacks and streams in Shenandoah National 

Park (case studies are discussed more fully in section II.B and U.S. EPA, 2009), there is significant risk 

to acid sensitive aquatic ecosystems at atmospheric concentrations of oxides of nitrogen and sulfur at or 

below the current standards. The REA also strongly supports a relationship between atmospheric 

deposition of oxides of nitrogen and sulfur and loss of ANC in sensitive ecosystems and indicates that 

ANC is an excellent indicator of aquatic acidification. The REA also concludes that at levels of 

deposition associated with oxides of nitrogen and sulfur concentrations at or below the current 

standards, ANC levels are expected to be below benchmark values that are associated with significant 

losses in fish species richness.

Significant portions of the United States are acid sensitive, and current deposition levels exceed 

those that would allow recovery of the most acid sensitive lakes in the Adirondacks (U.S. EPA, 2008, 

Executive Summary). In addition, because of past loadings, areas of the Shenandoah are sensitive to 

current deposition levels (U.S. EPA, 2008, Executive Summary). Parts of the West are naturally less 

sensitive to acidification and subjected to lower deposition (particularly oxides of sulfur) levels relative 

to the eastern United States, and as such, less focus in the ISA is placed on the adequacy of the existing 

standards in these areas, with the exception of the mountainous areas of the West, which experience 

episodic acidification due to deposition. 

In describing the effects of acidification in the two case study areas the REA uses the approach 

of describing benchmarks in terms of ANC values. Many locations in sensitive areas of the United 

States have ANC levels below benchmark levels for ANC classified as severe, elevated, or moderate 
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concern (U.S. EPA, 2011, Figure 2-1). The average current ANC levels across 44 lakes in the 

Adirondack case study area is 62.1 μeq/L (moderate concern). However, 44 percent of lakes had 

deposition levels exceeding the critical load for an ANC of 50 μeq/L (elevated), and 28 percent of lakes 

had deposition levels exceeding the (higher) critical load for an ANC of 20 μeq/L (severe) (U.S. EPA, 

2009, section 4.2.4.2). This information indicates that almost half of the 44 lakes in the Adirondacks 

case study area are at an elevated concern level, and almost a third are at a severe concern level. These 

levels are associated with greatly diminished fish species diversity, and losses in the health and 

reproductive capacity of remaining populations. Based on assessments of the relationship between 

number of fish species and ANC level in both the Adirondacks and Shenandoah areas, the number of 

fish species is decreased by over half at an ANC level of 20 μeq/L relative to an ANC level at 100 μeq/L

(U.S. EPA, 2009, Figure 4.2-1). When extrapolated to the full population of lakes in the Adirondacks 

area using weights based on the EMAP probability survey (U.S. EPA, 2009, section 4.2.6.1), 36 percent 

of lakes exceeded the critical load for an ANC of 50 μeq/L and 13 percent of lakes exceeded the critical 

load for an ANC of 20 μeq/L.

Many streams in the Shenandoah case study area also have levels of deposition that are 

associated with ANC levels classified as severe, elevated, or moderate concern. The average ANC under 

recent conditions for the 60 streams evaluated in the Shenandoah case study area is 57.9 μeq/L, 

indicating moderate concern. However, 85 percent of these streams had recent deposition exceeding the 

critical load for an ANC of 50 μeq/L, and 72 percent exceeded the critical load for an ANC of 20 μeq/L. 

As with the Adirondacks area, this information suggests that ANC levels may decline in the future and 

significant numbers of sensitive streams in the Shenandoah area are at risk of adverse impacts on fish 

populations if recent conditions persist. Many other streams in the Shenandoah area are also likely to 

experience conditions of elevated to severe concern based on the prevalence in the area of bedrock 
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geology associated with increased sensitivity to acidification suggesting that effects due to stream 

acidification could be widespread in the Shenandoah area (U.S. EPA, 2009, section 4.2.6.2).

In addition to these chronic acidification effects, the ISA notes that “consideration of episodic 

acidification greatly increases the extent and degree of estimated effects for acidifying deposition on 

surface waters” (U.S. EPA, 2008, section 3.2.1.6). Some studies show that the number of lakes that 

could be classified as acid-impacted based on episodic acidification is 2 to 3 times the number of lakes 

classified as acid-impacted based on chronic ANC. These episodic acidification events can have longterm effects on fish populations (U.S. EPA, 2008, section 3.2.1.6). Under recent conditions, episodic 

acidification has been observed in locations in the eastern United States and in the mountainous western 

United States (U.S. EPA, 2008, section 3.2.1.6). 

The ISA, REA and PA all conclude that the current standards are not adequate to protect against 

the adverse impacts of aquatic acidification on sensitive ecosystems. A recent survey, as reported in the 

ISA, found sensitive streams in many locations in the United States, including the Appalachian 

Mountains, the Coastal Plain, and the Mountainous West (U.S. EPA, 2008, section 4.2.2.3). In these 

sensitive areas, between 1 and 6 percent of stream kilometers are chronically acidified. The REA further 

concludes that both the Adirondack and Shenandoah case study areas are currently receiving deposition 

from ambient oxides of nitrogen and sulfur in excess of their ability to neutralize such inputs. In 

addition, based on the current emission scenarios, forecast modeling out to the year 2020 as well as 2050 

indicates a large number of streams in these areas will still be adversely impacted (section II.B). Based 

on these considerations, the PA concludes that the current secondary NAAQS for oxides of nitrogen and 

sulfur do not provide adequate protection of sensitive ecosystems with regard to aquatic acidification.

(b) Terrestrial Acidification

Based on the terrestrial acidification case studies, Kane Experimental Forest in Pennsylvania and 

Hubbard Brook Experimental Forest described in section II.B) of sugar maple and red spruce habitat, the 
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REA concludes that there is significant risk to sensitive terrestrial ecosystems from acidification at 

atmospheric concentrations of NO2 and SO2 at or below the current standards. The ecological indicator 

selected for terrestrial acidification is the BC/Al, which has been linked to tree health and growth. The 

results of the REA strongly support a relationship between atmospheric deposition of oxides of nitrogen 

and sulfur and BC/Al, and that BC/Al is a good indicator of terrestrial acidification. At levels of 

deposition associated with oxides of nitrogen and sulfur concentrations at or below the current 

standards, BC/Al levels are expected to be below benchmark values that are associated with significant 

effects on tree health and growth. Such degradation of terrestrial ecosystems could affect ecosystem 

services such as habitat provisioning, endangered species, goods production (timber, syrup, etc.) among 

others.

Many locations in sensitive areas of the United States have BC/Al levels below benchmark levels 

classified as providing low to intermediate levels of protection to tree health. At a BC/Al ratio of 1.2 

(intermediate level of protection), red spruce growth can be reduced by 20 percent. At a BC/Al ratio of 

0.6 (low level of protection), sugar maple growth can be decreased by 20 percent. The REA did not 

evaluate broad sensitive regions. However, in the sugar maple case study area (Kane Experimental 

Forest), recent deposition levels are associated with a BC/Al ratio below 1.2, indicating between 

intermediate and low level of protection, which would indicate the potential for a greater than 20 percent 

reduction in growth. In the red spruce case study area (Hubbard Brook Experimental Forest), recent 

deposition levels are associated with a BC/Al ratio slightly above 1.2, indicating slightly better than an 

intermediate level of protection (U.S. EPA, 2009, section 4.3.5.1).

Over the full range of sugar maple, 12 percent of evaluated forest plots exceeded the critical 

loads for a BC/Al ratio of 1.2, and 3 percent exceeded the critical load for a BC/Al ratio of 0.6. 

However, there was large variability across states. In New Jersey, 67 percent of plots exceeded the 

critical load for a BC/Al ratio of 1.2, while in several states on the outskirts of the range for sugar maple 
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(e.g. Arkansas, Illinois) no plots exceeded the critical load for a BC/Al ratio of 1.2. For red spruce, 

overall 5 percent of plots exceeded the critical load for a BC/Al ratio of 1.2, and 3 percent exceeded the 

critical load for a BC/Al ratio of 0.6. In the major red spruce producing states (Maine, New Hampshire, 

and Vermont), critical loads for a BC/Al ratio of 1.2 were exceeded in 0.5, 38, and 6 percent of plots, 

respectively.

The ISA, REA and PA all conclude that the current standards are not adequate to protect against 

the adverse impacts of terrestrial acidification on sensitive ecosystems. As stated in the REA and PA, the 

main drawback, with the understanding of terrestrial acidification lies in the sparseness of available data 

by which we can predict critical loads and that the data are based on laboratory responses rather than 

field measurements. Other stressors that are present in the field but that are not present in the laboratory 

may confound this relationship. The REA does however, conclude that the case study results, when 

extended to a 27 state region, show that nitrogen and sulfur acidifying deposition in the sugar maple and 

red spruce forest areas caused the calculated Bc/Al ratio to fall below 1.2 (the intermediate level of 

protection) in 12 percent of the sugar maple plots and 5 percent of the red spruce plots; however, results 

from individual states ranged from 0 to 67 percent of the plots for sugar maple and 0 to 100 percent of 

the plots for red spruce.

(c) Terrestrial Nutrient Enrichment

Nutrient enrichment effects are due to nitrogen loadings from both atmospheric and nonatmospheric sources. Evaluation of nutrient enrichment effects requires an understanding that nutrient 

inputs are essential to ecosystem health and that specific long-term levels of nutrients in a system affect 

the types of species that occur over long periods of time. Short-term additions of nutrients can affect 

species competition, and even small additions of nitrogen in areas that are traditionally nutrient poor can 

have significant impacts on productivity as well as species composition. Most ecosystems in the United 

States are nitrogen-limited, so regional decreases in emissions and deposition of airborne nitrogen
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compounds could lead to some decrease in growth of the vegetation that surrounds the targeted aquatic 

system but as discussed below evidence for this is mixed. Whether these changes in plant growth are 

seen as beneficial or adverse will depend on the nature of the ecosystem being assessed. 

Information on the effects of changes in nitrogen deposition on forestlands and other terrestrial 

ecosystems is very limited. The multiplicity of factors affecting forests, including other potential 

stressors such as ozone, and limiting factors such as moisture and other nutrients, confound assessments 

of marginal changes in any one stressor or nutrient in forest ecosystems. The ISA notes that only a 

fraction of the deposited nitrogen is taken up by the forests, most of the nitrogen is retained in the soils 

(U.S. EPA, 2008, section 3.3.2.1). In addition, the ISA indicates that forest management practices can 

significantly affect the nitrogen cycling within a forest ecosystem, and as such, the response of managed 

forests to nitrogen deposition will be variable depending on the forest management practices employed 

in a given forest ecosystem (U.S. EPA, 2008, Annex C C.6.3). Increases in the availability of nitrogen in 

nitrogen-limited forests via atmospheric deposition could increase forest production over large nonmanaged areas, but the evidence is mixed, with some studies showing increased production and other 

showing little effect on wood production (U.S. EPA, 2008, section 3.3.9). Because leaching of nitrate 

can promote cation losses, which in some cases create nutrient imbalances, slower growth and lessened 

disease and freezing tolerances for forest trees, the net effect of increased N on forests in the United 

States is uncertain (U.S. EPA, 2008, section 3.3.9).

The scientific literature has many examples of the deleterious effects caused by excessive 

nitrogen loadings to terrestrial systems. Several studies have set benchmark values for levels of N 

deposition at which scientifically adverse effects are known to occur. Large areas of the country appear 

to be experiencing deposition above these benchmarks. The ISA indicates studies that have found that at 

3.1 kg N/ha/yr, the community of lichens begins to change from acidophytic to tolerant species; at 5.2 

kg N/ha/yr, the typical dominance by acidophytic species no longer occurs; and at 10.2 kg N/ha/yr, 
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acidophytic lichens are totally lost from the community. Additional studies in the Colorado Front Range 

of the Rocky Mountain National Park support these findings. These three values (3.1, 5.2, and 10.2 

kg/ha/yr) are one set of ecologically meaningful benchmarks for the mixed conifer forest (MCF) of the 

pacific coast regions. Nearly all of the known sensitive communities receive total nitrogen deposition 

levels above the 3.1 N kg/ha/yr ecological benchmark according to the 12 km, 2002 CMAQ/NADP data, 

with the exception of the easternmost Sierra Nevadas. The MCFs in the southern portion of the Sierra 

Nevada forests and nearly all MCF communities in the San Bernardino forests receive total nitrogen 

deposition levels above the 5.2 N kg/ha/yr ecological benchmark. 

Coastal Sage Scrub communities are also known to be sensitive to community shifts caused by 

excess nitrogen loadings. Studies have investigated the amount of nitrogen utilized by healthy and 

degraded CSS systems. In healthy stands, the authors estimated that 3.3 kg N/ha/yr was used for CSS 

plant growth. It is assumed that 3.3 kg N/ha/yr is near the point where nitrogen is no longer limiting in 

the CSS community and above which level community changes occur, including dominance by invasive 

species and loss of coastal sage scrub. Therefore, this amount can be considered an ecological 

benchmark for the CSS community. The majority of the known CSS range is currently receiving 

deposition in excess of this benchmark. Thus, the REA concludes that recent conditions where oxides of 

nitrogen ambient concentrations are at or below the current oxides of nitrogen secondary standards are 

not adequate to protect against anticipated adverse impacts from N nutrient enrichment in sensitive 

ecosystems. 

(d) Aquatic Nutrient Enrichment

The REA aquatic nutrient enrichment case studies focused on coastal estuaries and revealed that 

while current ambient loadings of atmospheric oxides of nitrogen are contributing to the overall 

depositional loading of coastal estuaries, other non-atmospheric sources are contributing in far greater 

amounts in total, although atmospheric contributions are as large as some other individual source types. 
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The ability of current data and models to characterize the incremental adverse impacts of nitrogen 

deposition is limited, both by the available ecological indicators, and by the inability to attribute specific 

effects to atmospheric sources of nitrogen. The REA case studies used ASSETS EI as the ecological 

indicator for aquatic nutrient enrichment. This index is a six level index characterizing overall 

eutrophication risk in a water body. This indictor is not sensitive to changes in nitrogen deposition 

within a single level of the index. In addition, this type of indicator does not reflect the impact of 

nitrogen deposition in conjunction with other sources of nitrogen.

Based on the above considerations, the REA concludes that the ASSETS EI is not an appropriate 

ecological indicator for estuarine aquatic eutrophication and that additional analysis is required to 

develop an appropriate indicator for determining the appropriate levels of protection from N nutrient 

enrichment effects in estuaries related to deposition of oxides of nitrogen. As a result, the EPA is unable 

to make a determination as to the adequacy of the existing secondary oxides of nitrogen standard in 

protecting public welfare from nitrogen nutrient enrichment effects in estuarine aquatic ecosystems.

Additionally, nitrogen deposition can alter species composition and cause eutrophication in 

freshwater systems. In the Rocky Mountains, for example, deposition loads of 1.5 to 2 kg/ha/yr which 

are well within current ambient levels are known to cause changes in species composition in diatom 

communities indicating impaired water quality (U.S. EPA, 2008, section 3.3.5.3). This suggests that the 

existing secondary standard for oxides of nitrogen does not protect such ecosystems and their resulting 

services from impairment.

(e) Other Effects

An important consideration in looking at the effects of deposition of oxides of sulfur in aquatic 

ecosystems is the potential for production of MeHg, a neurotoxic contaminant. The production of 

meaningful amounts of MeHg requires the presence of SO4

2-

and mercury, and where mercury is 

present, increased availability of SO4

2-

results in increased production of MeHg. There is increasing 
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evidence on the relationship between sulfur deposition and increased methylation of mercury in aquatic 

environments; this effect occurs only where other factors are present at levels within a range to allow 

methylation. The production of MeHg requires the presence of SO4

2-

and mercury, but the amount of 

MeHg produced varies with oxygen content, temperature, pH and supply of labile organic carbon (U.S. 

EPA, 2008, section 3.4). In watersheds where changes in sulfate deposition did not produce an effect, 

one or several of those interacting factors were not in the range required for meaningful methylation to 

occur (U.S. EPA, 2008, section 3.4). Watersheds with conditions known to be conducive to mercury 

methylation can be found in the northeastern United States and southeastern Canada (U.S. EPA, 2009, 

section 6). 

With respect to sulfur deposition and mercury methylation, the final ISA determined that “[t]he 

evidence is sufficient to infer a causal relationship between sulfur deposition and increased mercury 

methylation in wetlands and aquatic environments.” However, the EPA did not conduct a quantitative 

assessment of the risks associated with increased mercury methylation under current conditions. As 

such, the EPA is unable to make a determination as to the adequacy of the existing SO2 secondary

standards in protecting against welfare effects associated with increased mercury methylation.

c. Summary of Adequacy Considerations

In summary, the PA concludes that currently available scientific evidence and assessments 

clearly call into question the adequacy of the current standards with regard to deposition-related effects 

on sensitive aquatic and terrestrial ecosystems, including acidification and nutrient enrichment. Further, 

the PA recognizes that the elements of the current standards--indicator, averaging time, level and form –

are not ecologically relevant, and are thus not appropriate for standards designed to provide such 

protection. Thus, the PA concludes that consideration should be given to establishing a new ecologically

relevant multi-pollutant, multimedia standard to provide appropriate protection from deposition-related 
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ecological effects of oxides of nitrogen and sulfur on sensitive ecosystems, with a focus on protecting 

against adverse effects associated with acidifying deposition in sensitive aquatic ecosystems.

2. CASAC Views

In a letter to the Administrator (Russell and Samet 2011a), the CASAC Oxides of Nitrogen and 

Oxides of Sulfur Panel, with full endorsement of the chartered CASAC, unanimously concluded that: 

“EPA staff has demonstrated through the Integrated Science Assessment (ISA), Risk and 

Exposure Characterization (REA) and the draft PA that ambient NOx and SOx can have, and are 

having, adverse environmental impacts. The Panel views that the current NOx and SOx secondary

standards should be retained to protect against direct adverse impacts to vegetation from 

exposure to gas phase exposures of these two families of air pollutants. Further, the ISA, REA 

and draft PA demonstrate that adverse impacts to aquatic ecosystems are also occurring due to 

deposition of NOx and SOx. Those impacts include acidification and undesirable levels of 

nutrient enrichment in some aquatic ecosystems. The levels of the current NOx and SOx 

secondary NAAQS are not sufficient, nor the forms of those standards appropriate, to protect 

against adverse depositional effects; thus a revised NAAQS is warranted.”

In addition, with regard to the joint consideration of both oxides of nitrogen and oxides of sulfur 

as well as the consideration of deposition-related effects, CASAC concluded that the PA had developed 

a credible methodology for considering such effects. The Panel stated that “the Policy Assessment 

develops a framework for a multi-pollutant, multimedia standard that is ecologically relevant and 

reflects the combined impacts of these two pollutants as they deposit to sensitive aquatic ecosystems.”

3. Administrator’s Proposed Conclusions

Based on the above considerations and taking into account CASAC advice, in the proposed rule 

the Administrator considered the adequacy of the current NO2 and SO2 secondary standards with regard 

to both direct effects on vegetation, as well as on deposition-related effects on sensitive ecosystems. 

With regard to direct phytotoxic effects on vegetation, the Administrator concluded that the current 

secondary standards are adequately protective, and thus proposed to retain the current NO2 and SO2

secondary standards for that purpose.

With regard to deposition-related effects, the Administrator first considered the appropriateness 

of the structure of the current standards to address ecological effects of concern. Based on the evidence 
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as well as considering the advice given by CASAC, the Administrator concluded that the elements of the 

current standards are not ecologically relevant and thus are not appropriate to provide protection of 

ecosystems. In considering the adequacy of protection with regard to deposition-related effects, the 

Administrator considered the full nature of ecological effects related to the deposition of ambient oxides 

of nitrogen and sulfur into sensitive ecosystems across the country. Based on the evidence and 

information evaluated in the ISA, REA, and PA, and taking into account CASAC advice, the 

Administrator concluded that current levels of oxides of nitrogen and sulfur are sufficient to cause 

acidification of both aquatic and terrestrial ecosystems, nutrient enrichment of terrestrial ecosystems and 

contribute to nutrient enrichment effects in estuaries that could be considered adverse, and that the 

current secondary standards do not provide adequate protection from such effects.

Having reached these conclusions, the Administrator determined that it was appropriate to 

consider alternative standards that are ecologically relevant. These considerations, as discussed below in 

section III, supported the conclusion that the current secondary standards are neither appropriate nor 

adequate to protect against deposition-related effects.

C. Comments on Adequacy of the Current Standards

The above sections outline the effects evidence and assessments (section II.A) used by the 

Administrator to inform her proposed judgments about the adequacy of the current secondary NO2 and 

SO2 standards with regard to both direct effects associated with gas-phase oxides of nitrogen and sulfur 

(section II.B.1) as well effects associated with deposition of oxides of nitrogen and sulfur to sensitive 

aquatic and terrestrial ecosystems (section II.B.2). This section discusses the comments received from 

the public regarding the adequacy of the current secondary standards with regard to both direct and 

deposition-related effects. Comments related to the EPA’s authority to address deposition-related effects 

through the NAAQS are discussed above in section I.E. Comments related to the EPA’s proposed 

conclusions regarding alternative secondary standards are discussed below in section III.D.
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1. Adequacy of Current Secondary Standards to Address Direct Effects

The current secondary NO2 and SO2 secondary standards were set in 1971 to protect against

direct effects of gaseous oxides of nitrogen and sulfur. For oxides of nitrogen, the current secondary 

NO2 standard is an annual standard set to protect against adverse effects on vegetation from direct 

exposure to ambient oxides of nitrogen. For oxides of sulfur, the current secondary standard is a 3-hour 

standard intended to provide protection for plants from the direct foliar damage associated with 

atmospheric concentrations of SO2. As discussed above in section II.B.1, the Administrator proposed to 

conclude that the current secondary standards are adequate to protect against direct phytotoxic effects on 

vegetation, and proposed to retain the current standards for that purpose. Many commenters supported 

the EPA’s proposed decision to retain the current secondary standards for various reasons related to their 

comments on alternative standards (as discussed below in section III.D), a few commenters (Alliance of 

Automobile Manufacturers (AAM), Pennsylvania Dept. of Environmental Protection) specifically

expressed the view that the current standards provide requisite protection from the direct effects on 

vegetation from exposures to gaseous oxides of nitrogen and sulfur, and no commenters opposed 

retention of the current secondary standards.

2. Adequacy of Current Secondary Standards to Address Deposition-related Effects

As discussed above in section II.B.2, with regard to deposition-related effects, the Administrator 

proposed to conclude that the elements of the current secondary standards are not ecologically relevant, 

and thus not appropriate to provide protection of ecosystems, and that they do not provide adequate 

protection from such acidification and nutrient enrichment effects in both aquatic and terrestrial 

ecosystems. Having reached these proposed conclusions, she determined that it was appropriate to 

consider alternative standards that are ecologically relevant.

One group of commenters that addressed the adequacy of the current standards with regard to 

deposition-related effects included environmental organizations (Earthjustice, on behalf of the 
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Appalachian Mountain Club, National Parks Conservation Association, Sierra Club, and Clean Air 

Council; the Center for Biological Diversity; the Nature Conservancy; Adirondack Council; Chesapeake 

Bay Foundation), the U.S. Department of the Interior, NESCAUM, New York Dept. of Environmental 

Conservation, and two tribes. These commenters generally expressed the view that the current secondary

standards do not provide adequate protection from deposition-related effects. More specifically, some of 

these commenters stated that there was overwhelming evidence of adversity to sensitive aquatic 

ecosystems from acidifying deposition. These commenters cited a broad range of scientific evidence that 

aquatic acidification was ongoing under current conditions allowed by the current secondary standards, 

and that this acidification represented an adverse effect on public welfare. Several commenters noted 

that CASAC had agreed that deposition-related effects were ongoing and harmful and that current 

standards were not adequate to prevent these effects.

Among these commenters, some also expressed the view that current standards were not 

adequate to protect against terrestrial acidification or nutrient enrichment. The Department of the 

Interior as well as Earthjustice noted that the current standards were not sufficient for these additional 

endpoints and cited ongoing harm under current conditions. Two tribes and the Center for Biological 

Diversity expressed the view that there was sufficient information to judge that the current standards 

were not adequate to protect against the adverse welfare effect of mercury methylation, contrary to the 

EPA’s proposed conclusion that the available evidence was not sufficient to reach such a judgment. For 

example, The Forest County Potawatomi Community provided several citations regarding the 

relationships between aquatic acidification and mercury methylation and stated that there was sufficient 

evidence to find that the current standards were not adequate.

With regard to the adequacy of the current secondary standards for NO2 and SO2, the EPA

concurs with commenters’ assertions that the current standards do not provide adequate protection for 

ecosystems that are sensitive to aquatic acidification and that effects to these ecosystems are ongoing 
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from ambient deposition of oxides of nitrogen and oxides of sulfur. The EPA also agrees that there is 

sufficient evidence to conclude that ambient deposition under the current secondary standards is causing 

or contributing to terrestrial acidification as well as nutrient enrichment in sensitive ecosystems. A 

complete discussion of considerations with regard to adequacy can be found in section II.B above. In 

short, the ISA has established that the major effects of concern for this review of the oxides of nitrogen 

and sulfur standards are associated with deposition of nitrogen and sulfur caused by atmospheric 

concentrations of oxides of nitrogen and sulfur. The current standards are not directed toward 

depositional effects, and none of the elements of the current NAAQS – indicator, form, averaging time, 

and level – are suited for addressing the effects of nitrogen and sulfur deposition. Additionally, although 

the proportion of total nitrogen loadings associated with atmospheric deposition of nitrogen varies 

across locations, the ISA indicates that atmospheric nitrogen deposition is the main source of new 

anthropogenic nitrogen to most headwater streams, high elevation lakes, and low-order streams. 

Atmospheric nitrogen deposition contributes to the total nitrogen load in terrestrial, wetland, freshwater 

and estuarine ecosystems that receive nitrogen through multiple pathways.

There are expansive data to indicate that the levels of deposition under the current standards are 

not sufficient to prevent adverse effects in ecosystems. With regard to aquatic acidification, recent data 

indicate that in the Adirondacks and Shenandoah areas, rates of acidifying deposition of oxides of 

nitrogen and sulfur are still well above pre-acidification (1860) conditions. Forty-four percent of 

Adirondack lakes and 85 percent of Shenandoah streams evaluated exceed the critical load for an ANC 

of 50 μeq/L, and have suffered loss of sensitive fish species. With regard to terrestrial acidification, the 

REA evaluated a small number of sensitive areas as case studies and showed the potential for reduced 

growth. When the methodology was extended to a 27-state region, similar results were found to indicate 

the potential for growth effects in sensitive forests. Nitrogen deposition can alter species composition 

and cause eutrophication in freshwater systems. In the Rocky Mountains, for example, current 
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deposition levels, which are within the range associated with ambient nitrogen oxide levels meeting the 

current standard, are known to cause changes in species composition in diatom communities indicating 

impaired water quality. With regard to terrestrial nutrient enrichment, most terrestrial ecosystems in the 

United States are nitrogen-limited, and therefore they are sensitive to perturbation caused by nitrogen 

additions. Under recent conditions, nearly all of the known sensitive mixed conifer forest ecosystems

receive total nitrogen deposition levels above the ecological benchmark for changes in lichen species. In

addition, in Coastal Sage Scrub ecosystems in California, nitrogen deposition exceeds the benchmark 

above which nitrogen is no longer a limiting nutrient, leading to potential alterations in ecosystem 

composition. Therefore, the EPA concludes that the current standards are not adequate for these effects.

The EPA, however, while agreeing that there is a causal effect between deposition of sulfur and 

mercury methylation disagrees that there is sufficient evidence to make the quantitative associations that 

would be necessary to determine that the current standards were not adequate to protect against mercury

methylation. The ISA concluded that evidence is sufficient to infer a casual relationship between sulfur 

deposition and increased mercury methylation in wetlands and aquatic environments. Since the rate of 

mercury methylation varies according to several spatial and biogeochemical factors whose influence has 

not been fully quantified, the correlation between sulfur deposition and methylmercury could not be 

quantified for the purpose of interpolating the association across waterbodies or regions. Therefore, 

since we are unable to quantify the relationship between atmospherically deposited oxides of sulfur and 

mercury methylation we cannot we cannot assess adequacy of protection. This subject is discussed more 

fully in section 6.2 of the REA (U.S. EPA, 2009). 

Another group of commenters, (e.g. Utility Air Regulatory Group (UARG), Electric Power 

Research Institute (EPRI), American Petroleum Institute (API), AAM, and American Road and

Transportation Builders Association (ARTBA)) generally took the position that the currently available 

information was not sufficient to make informed judgments about the adequacy of the current standards 
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to address aquatic acidification effects. These commenters generally based this view on the complex

nature of the interactions between pollutants and ecosystems and uncertainties in the models and 

analyses considered in this review. Several commenters asserted that there was not sufficient data 

available to determine the relationship between acidifying deposition of oxides of nitrogen and sulfur 

and adverse effects on aquatic ecosystems, such that there was not sufficient information to allow for the 

assessment of the adequacy of the current standards to provide appropriate protection from this effect. 

For example, AAM noted the uncertainties in models relating to dry deposition and questioned the 

linkages between ambient concentrations of oxides of nitrogen and sulfur and the amount of nitrogen 

and sulfur deposition. In addition to commenting on data limitations, UARG also expressed the view 

that the ecosystem services analyses included in the proposal were insufficient to make judgments about 

adversity to aquatic ecosystems resulting from acidifying deposition and that there is a lack of evidence 

demonstrating that quantifiable changes in public welfare would result from reductions in acidifying 

deposition. Many commenters within this group did not directly comment on the adequacy of the current 

standards to protect against aquatic acidification or other deposition-related effects, but instead 

expressed the view that the EPA did not have the authority to consider deposition-related effects in 

general or aquatic acidification in particular through the NAAQS. This comment and the EPA’s 

response are discussed above in section I.E.

With regard to the adequacy of the current standards to protect against aquatic acidification, the

EPA disagrees with commenters’ assertion that there is insufficient data to make linkages between 

deposition from the atmosphere and aquatic acidification effects. To the contrary, the EPA is confident 

that there is sufficient robust science to conclude that aquatic acidification is ongoing in sensitive 

ecosystems, that ambient deposition of oxides of nitrogen and oxides of sulfur are causative in many 

ecosystems nationwide and that the current standards are neither appropriate in form nor adequate in 

level to protect against such effects. The ISA concluded that there was a causal relationship between 
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deposition of oxides of nitrogen and sulfur and NHx and acidification of ecosystems. In addition, the ISA 

found that effects of acidifying deposition on ecosystems have been well studied over the past several 

decades, that vulnerable areas have been identified for the United States and that the wealth of available 

data has led to the development of robust ecological models used for predicting soil and surface water 

acidification. With regard to the scope of effects, the REA also concluded that the available data are 

robust and considered high quality. There is high confidence about the use of these data and their value 

for extrapolating to larger spatial areas. The EPA TIME/LTM network represents a source of long-term, 

representative sampling. Data on sulfate concentrations, nitrate concentrations and ANC from 1990 to 

2006 used for this analysis as well as the EPA EMAP and Regional Environmental Monitoring and 

Assessment Program (REMAP) surveys, provide considerable data on surface water trends.

The EPA also disagrees with commenters’ assessment of limitations in wet and dry deposition 

modeling. Further discussion of characterizing deposition with models can be found in section IV.C. 

Additionally, while the EPA recognizes that there are limitations associated with modeled deposition 

values, the linkages between model estimates of deposition and areas exhibiting aquatic acidification 

effects are consistent and persuasive in considering adequacy of the current standard. Section 2.3 of the 

PA and sections 2.8 and 2.10 of the ISA provide additional detailed discussions of deposition modeling 

and spatial resolution for deposition. CASAC concurred with the EPA’s conclusion on this matter and 

encouraged the EPA to move forward in developing a new form of a standard which would address 

aquatic acidification. Thus, while the EPA is fully mindful of the limitations and uncertainties associated 

with the data and models, the EPA concludes that the available evidence provides strong scientific 

support for the view that harm from aquatic acidification is ongoing and attributable in large part to 

atmospheric deposition of reactive nitrogen and sulfur.

With regard to the commenters’ reliance on ecosystem services analyses included in the proposal 

to make judgments about adversity and public welfare, the EPA disagrees that comprehensive 
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ecosystems services analyses are necessary to determine adversity. Ecosystem services analyses are used 

in this review to inform the decisions made with regard to adequacy and as such are used in conjunction 

with other considerations in the discussion of adversity to public welfare. Section 4 of the PA further 

refines this discussion of adversity to public welfare. Additionally, the paradigm of adversity to public 

welfare as deriving from disruptions in ecosystem structure and function has been used broadly by the 

EPA to categorize effects of pollutants from the cellular to the ecosystem level. An evaluation of 

adversity to public welfare might consider the likelihood, type, magnitude, and spatial scale of the effect 

as well as the potential for recovery and any uncertainties relating to these considerations. Within this 

context, ecosystems services analyses are one of many tools used in this review to help inform the 

Administrator’s decision on adversity. The EPA concludes that the analyses performed as part of this 

review are sufficient to support the decisions made by the Administrator with regard to the adequacy of 

the current standards.

D. Final Decisions on the Adequacy of the Current Standards

Based on the considerations discussed above, including CASAC advice and public comments, 

the Administrator believes that the conclusions reached in the proposed rule with regard to the adequacy

of the current secondary standards for oxides of nitrogen and sulfur for direct and deposition-related 

effects continue to be valid. The Administrator recognizes that the purpose of the secondary standard is 

to protect against “adverse” effects resulting from exposure to oxides of nitrogen and sulfur, discussed 

above in section II.A. The Administrator also recognizes the need for conclusions as to the adequacy of 

the current standards for both direct and deposition-related effects as well as conclusions as to the 

appropriateness and ecological relevance of the current standards.

In considering what constitutes an ecological effect that is also adverse to the public welfare, the 

Administrator took into account the ISA conclusions regarding the nature and strength of the effects 

evidence, the risk and exposure assessment results, the degree to which the associated uncertainties 
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should be considered in interpreting the results, the conclusions presented in the PA, and the views of 

CASAC and members of the public. On these bases, the Administrator concludes that the current 

secondary standards are adequate to protect against direct phytotoxic effects on vegetation. Thus, the 

Administrator has decided to retain the current secondary standards for oxides of nitrogen at 53 ppb,4

annual average concentration, measured in the ambient air as NO2, and the current secondary standard 

for oxides of sulfur at 0.5 ppm, 3-hour average concentration, measured in the ambient air as SO2.

With regard to deposition-related effects, the Administrator first considered the appropriateness 

of the structure of the current secondary standards to address ecological effects of concern. Based on the 

evidence as well as considering the advice given by CASAC and public comments on this matter, the 

Administrator concludes that the elements of the current standards are not ecologically relevant and thus 

are not appropriate to provide protection of ecosystems. On the subject of adequacy of protection with 

regard to deposition-related effects, the Administrator considered the full nature of ecological effects 

related to the deposition of ambient oxides of nitrogen and sulfur into sensitive ecosystems across the 

country. Her conclusions are based on the evidence presented in the ISA with regard to acidification and 

nutrient enrichment effects, the findings of the REA with regard to scope and severity of the current and 

likely future effects of deposition, the synthesis of both the scientific evidence and risk and exposure 

results in the PA as to the adequacy of the current standards, and the advice of CASAC and public

comments. After such consideration, the Administrator concludes that current levels of oxides of 

nitrogen and sulfur are sufficient to cause acidification of both aquatic and terrestrial ecosystems, 

nutrient enrichment of terrestrial ecosystems and contribute to nutrient enrichment effects in estuaries 

that could be considered adverse, and the current secondary standards do not provide adequate 

protection from such effects

 

4

The annual secondary standard for oxides of nitrogen is being specified in units of ppb to conform to 

the current version of the annual primary standard, as specified in the final rule for the most recent 

review of the NO2 primary NAAQS (75 FR 6531; February 9, 2010).
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Having reached these conclusions, the Administrator determined that it was appropriate to 

consider alternative standards that are ecologically relevant, as discussed below in section III. These 

considerations further support her conclusion that the current secondary standards for oxides of nitrogen 

and sulfur are neither appropriate nor adequate to protect against deposition-related effects.

III. Rationale for Final Decisions on Alternative Secondary Standards

This section presents the rationale for the Administrator's final decisions regarding alternative 

secondary standards for oxides of nitrogen and sulfur to address deposition-related effects. Section III.A 

provides an overview of the aquatic acidification index (AAI) approach presented in the PA to address 

such effects related to aquatic acidification. Advice from CASAC on such a new approach is presented 

in section III.B. The Administrator’s proposed conclusions on an AAI-based standard are presented in 

section III.C. Comments on an AAI-based standard are discussed in section III.D as well as in the 

Response to Comments document. The Administrator's final decisions regarding alternative secondary

standards are presented in section III.E

A. Overview of AAI Approach

Having reached the conclusion in the proposal that the current NO2 and SO2 secondary standards 

are not adequate to provide appropriate protection against potentially adverse deposition-related effects 

associated with oxides of nitrogen and sulfur, the Administrator then considered what new multipollutant standard might be appropriate, at this time, to address such effects on public welfare. The 

Administrator recognizes that the inherently complex and variable linkages between ambient 

concentrations of nitrogen and sulfur oxides, the related deposited forms of nitrogen and sulfur, and the 

ecological responses that are associated with public welfare effects call for consideration of a standard 

with an ecologically relevant design that reflects these linkages. The Administrator also recognizes that 

characterization of such complex and variable linkages in this review requires consideration of 

information and analyses that have important limitations and uncertainties.
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Despite its complexity, an ecologically relevant multi-pollutant standard to address depositionrelated effects would still appropriately be defined in terms of the same basic elements that are used to 

define any NAAQS – indicator, form, averaging time, and level. The form would incorporate additional 

structural elements that reflect relevant multi-pollutant and multimedia attributes. These structural 

elements include the use of an ecological indicator, tied to the ecological effect we are focused on, and 

other elements that account for ecologically relevant factors other than ambient air concentrations. All of 

these elements would be needed to enable a linkage from ambient air indicators to the relevant 

ecological effect to define an ecologically relevant standard. As a result, such a standard would 

necessarily be more complex than the NAAQS that have been set historically to address effects 

associated with ambient concentrations of a single pollutant.

More specifically, the Administrator considered an ecologically relevant multi-pollutant standard 

to address effects associated with acidifying deposition-related to ambient concentrations of oxides of 

nitrogen and sulfur in sensitive aquatic ecosystems. This focus is consistent with the information 

presented in the ISA, REA, and PA, which highlighted the greater quantity and quality of the available 

evidence and assessments associated with aquatic acidification relative to the information and 

assessments available for other deposition-related effects, including terrestrial acidification and aquatic 

and terrestrial nutrient enrichment. Based on its review of these documents, CASAC agreed that aquatic 

acidification should be the focus for developing a new multi-pollutant standard in this review. In 

reaching conclusions about an air quality standard designed to address deposition-related aquatic 

acidification effects, the Administrator also recognizes that such a standard may also provide some 

degree of protection against other deposition-related effects.

As discussed in chapter 7 of the PA, the development of a new multi-pollutant ambient air 

quality standard to address deposition-related aquatic acidification effects recognizes that it is 

appropriate to consider a nationally applicable standard for protection against adverse effects of aquatic 
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acidification on public welfare. At the same time, the PA recognizes the complex and heterogeneous 

interactions between ambient air concentrations of nitrogen and sulfur oxides, the related deposition of 

nitrogen and sulfur, and associated ecological responses. The development of such a standard also needs 

to take into account the limitations and uncertainties in the available information and analyses upon 

which characterization of such interactions are based. The approach used in the PA also recognizes that 

while such a standard would be national in scope and coverage, the effects to public welfare from 

aquatic acidification will not occur to the same extent in all locations in the United States, given the 

inherent variability of the responses of aquatic systems to the effects of acidifying deposition. This 

contrasts with the relatively more homogeneous relationships between ambient air concentrations of air 

pollutants and the associated inhalation exposures and related public health responses that are typically 

considered in setting primary NAAQS. 

As discussed above in section II-A, many locations in the United States are naturally protected 

against acid deposition due to underlying geological conditions. Likewise, some locations in the United 

States, including lands managed for commercial agriculture and forestry, are not likely to be negatively

impacted by current levels of nitrogen and sulfur deposition. As a result, while a new ecologically 

relevant secondary standard would apply everywhere, it would be structured to account for differences 

in the sensitivity of ecosystems across the country. This would allow for appropriate protection of 

sensitive aquatic ecosystems, which are relatively pristine and wild and generally in rural areas, and the 

services provided by such sensitive ecosystems, without requiring more protection than is needed 

elsewhere.

As discussed below, the multi-pollutant standard developed in the PA would employ (1) total 

reactive oxidized nitrogen (NOy) and oxides of sulfur (SOx) as the atmospheric ambient air indicators; 

(2) a form that takes into account variable factors, such as atmospheric and ecosystem conditions that 

modify the amounts of deposited nitrogen and sulfur; the distinction between oxidized and reduced 
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forms of nitrogen; effects of deposited nitrogen and sulfur on aquatic ecosystems in terms of the 

ecological indicator ANC; and the representativeness of water bodies within a defined spatial area; (3) a 

multi-year averaging time, and (4) a standard level defined in terms of a single, national target ANC 

value that, in the context of the above form, identifies the various levels of concentrations of NOy and 

SOx in the ambient air that would meet the standard. The form of such a standard has been defined by an 

index, AAI, which reflects the relationship between ambient concentrations of NOy and SOx and aquatic 

acidification effects that result from nitrogen and sulfur deposition-related to these ambient 

concentrations.

In summarizing the considerations associated with such an air quality standard to address 

deposition-related aquatic acidification effects, as discussed more fully in sections III.A-F of the 

proposal and in the PA, the following sections focus on each element of the standard, including ambient 

air indicators (section III.A.1), form (section III.A.2), averaging time (section III.A.3), and level (section 

III.A.4). Considerations related to important uncertainties inherent in such an approach are discussed in 

section III.A.5.

1. Ambient Air Indicators

The PA concludes that ambient air indicators other than NO2 and SO2 should be considered as 

the appropriate indicators of oxides of nitrogen and sulfur in the ambient air for protection against the 

acidification effects associated with deposition of the associated nitrogen and sulfur. This conclusion is 

based on the recognition that all forms of nitrogen and sulfur in the ambient air contribute to deposition 

and resulting acidification, and as such, NO2 and SO2 are incomplete ambient air indicators. In principle, 

the indicators should represent the species that are associated with oxides of nitrogen and sulfur in the 

ambient air and can contribute acidifying deposition. This includes both the species of oxides of nitrogen 

and sulfur that are directly emitted as well as species transformed in the atmosphere from oxides of 

nitrogen and sulfur that retain the nitrogen and sulfur atoms from directly emitted oxides of nitrogen and 
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sulfur. All of these compounds are associated with oxides of nitrogen and sulfur in the ambient air and 

can contribute to acidifying deposition.

The PA focuses in particular on the various compounds with nitrogen or sulfur atoms that are 

associated with oxides of nitrogen and sulfur, because the acidifying potential is specific to nitrogen and 

sulfur, and not other atoms (e.g., H, C, O) whether derived from the original source of oxides of nitrogen 

and sulfur emissions or from atmospheric transformations. For example, the acidifying potential of each 

molecule of NO2, NO, HNO3 or PAN is identical, as is the potential for each molecule of SO2 or ion of 

particulate sulfate (p-SO4). Each atom of sulfur affords twice the acidifying potential of each atom of 

nitrogen.

a. Oxides of Sulfur

As discussed in the PA (U.S. EPA, 2011, section 7.1.1), oxides of sulfur include the gases sulfur 

monoxide (SO), SO2, sulfur trioxide (SO3), disulfur monoxide (S2O), and particulate-phase sulfur 

compounds (referred to as SO4) that result from gas-phase sulfur oxides interacting with particles. 

However, the sum of SO2 and SO4 does represent virtually the entire ambient air mass of sulfur that 

contributes to acidification. In addition to accounting for virtually all the potential for acidification from 

oxidized sulfur in the ambient air, there are reliable methods to monitor the concentrations of SO2 and 

particulate SO4. The PA concludes that the sum of SO2 and SO4, referred to as SOx, are appropriate 

ambient air indicators of oxides of sulfur because they represent virtually all of the acidification 

potential of ambient air oxides of sulfur and there are reliable methods suitable for measuring SO2 and 

SO4.

b. Oxides of Nitrogen

As discussed in the PA (U.S. EPA, 2011, section 7.1.2), NOy, as defined in chapter 2 of the PA, 

incorporates basically all of the oxidized nitrogen species that have acidifying potential and as such, 

NOy should be considered as an appropriate indicator for oxides of nitrogen. Total reactive oxidized 
nitrogen is an aggregate measure of NO and NO

NO2. That is, NOy is a group of nitrogen compounds in which all of the compounds are either an oxide 

of nitrogen or compounds in which the nitrogen atoms came from oxides of nitrogen. 

oxidized nitrogen is especially relevant as an ambient indicator for acidification in that it both relates to 

the oxides of nitrogen in the ambient air and also represents the acidification potential of all oxidized 

nitrogen species in the ambient air, whether an oxide of nitrogen or deri

merits of other individual NOy species, particularly total nitrate, are discussed in section 2 of the PA

2. Form

Based on the evidence of the aquatic acidification effects caused by the deposition of NO

SOx, the PA (U.S. EPA, 2011, section

relevant for addressing such effects. The conceptual design for the form of such a standard includes 

three main components: an ecological indicator, deposition metri

indicator, and a function that relates ambient air indicators to deposition metrics. Collectively, these 

three components link the ecological indicator to ambient air indicators, as illustrated 

Figure 1II-1. Conceptual design of the form of an aquatic acidification standard for oxides of 

nitrogen and sulfur

The simplified flow diagram in Figure I

geochemical processes associated with acidifying deposition to aquatic ecosystems into a simplified 

conceptual picture. The ecological indicator (left box) is related to atmospheric deposition through 

biogeochemical ecosystem models (middle box), which associate a target depositio

ecological indicator. Once a target deposition is established, associated allowable air concentrations are 

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is an aggregate measure of NO and NO2 and all of the reactive oxidized products of NO and 

is a group of nitrogen compounds in which all of the compounds are either an oxide 

of nitrogen or compounds in which the nitrogen atoms came from oxides of nitrogen. 

elevant as an ambient indicator for acidification in that it both relates to 

the oxides of nitrogen in the ambient air and also represents the acidification potential of all oxidized 

nitrogen species in the ambient air, whether an oxide of nitrogen or derived from oxides of nitrogen

species, particularly total nitrate, are discussed in section 2 of the PA

Based on the evidence of the aquatic acidification effects caused by the deposition of NO

section 7.2) presents the development of a new form that is ecologically

relevant for addressing such effects. The conceptual design for the form of such a standard includes 

an ecological indicator, deposition metrics that relate to the ecological 

indicator, and a function that relates ambient air indicators to deposition metrics. Collectively, these 

three components link the ecological indicator to ambient air indicators, as illustrated 

1. Conceptual design of the form of an aquatic acidification standard for oxides of 

The simplified flow diagram in Figure III-1 compresses the various atmospheric, biological, and 

ociated with acidifying deposition to aquatic ecosystems into a simplified 

conceptual picture. The ecological indicator (left box) is related to atmospheric deposition through 

biogeochemical ecosystem models (middle box), which associate a target deposition load to a target 

ecological indicator. Once a target deposition is established, associated allowable air concentrations are 

ized products of NO and 

is a group of nitrogen compounds in which all of the compounds are either an oxide 

of nitrogen or compounds in which the nitrogen atoms came from oxides of nitrogen. Total reactive 

elevant as an ambient indicator for acidification in that it both relates to 

the oxides of nitrogen in the ambient air and also represents the acidification potential of all oxidized 

ved from oxides of nitrogen. The 

species, particularly total nitrate, are discussed in section 2 of the PA.

Based on the evidence of the aquatic acidification effects caused by the deposition of NOy and 

7.2) presents the development of a new form that is ecologically

relevant for addressing such effects. The conceptual design for the form of such a standard includes 

cs that relate to the ecological 

indicator, and a function that relates ambient air indicators to deposition metrics. Collectively, these 

three components link the ecological indicator to ambient air indicators, as illustrated below in Fig III-1.

1. Conceptual design of the form of an aquatic acidification standard for oxides of 

1 compresses the various atmospheric, biological, and 

ociated with acidifying deposition to aquatic ecosystems into a simplified 

conceptual picture. The ecological indicator (left box) is related to atmospheric deposition through 

n load to a target 

ecological indicator. Once a target deposition is established, associated allowable air concentrations are 
Page 85 of 178

determined (right box) through the relationships between ambient air concentration and deposition that 

are embodied in air quality models such as CMAQ. The PA describes the development and rationale for 

each of these components, as well the integration of these components into the full expression of the 

form of the standard using the concept of a national AAI that represents a target ANC level as a function 

of ambient air concentrations.

The AAI was designed to be an ecologically relevant form of the standard that determines the 

levels of NOy and SOx in the ambient air that would achieve a target ANC limit for the United States.

The intent of the AAI is to weight atmospheric concentrations of oxides of nitrogen and sulfur by their 

propensity to contribute to acidification through deposition, given the fundamental acidifying potential 

of each pollutant, and to take into account the ecological factors that govern acid sensitivity in different 

ecosystems. The index also accounts for the contribution of reduced nitrogen to acidification. Thus, the 

AAI encompasses those attributes of specific relevance to protecting ecosystems from the acidifying 

potential of ambient air concentrations of NOy and SOx.

a. Ecological Indicator

This section summarizes the rationale in the PA for selecting ANC as the appropriate ecological 

indicator for consideration. Recognizing that ANC is not itself the causative or toxic agent for adverse 

aquatic acidification effects, the rationale for using ANC as the relevant ecological indicator is based on 

the following:

(1) The ANC is directly associated with the causative agents, pH and dissolved Al, both through 

empirical evidence and mechanistic relationships;

(2) Empirical evidence shows very clear and strong relationships between adverse effects and ANC;

(3) The ANC is a more reliable indicator from a modeling perspective, allowing use of a body of studies 

and technical analyses related to ANC and acidification to inform the development of the standard; 

and
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(4) The ANC embodies the concept of acidification as posed by the basic principles of acid base 

chemistry and the measurement method used to estimate ANC and, therefore, serves as a direct 

index to protect against acidification. 

Because ANC clearly links both to biological effects of aquatic acidification as well as to 

acidifying inputs of NOy and SOx deposition, the PA concludes that ANC is an appropriate ecological 

indicator for relating adverse aquatic ecosystem effects to acidifying atmospheric deposition of SOx and 

NOy, and is preferred to other potential indicators. In reaching this conclusion, the PA notes that in its 

review of the first draft PA, CASAC concluded that “information on levels of ANC protective to fish 

and other aquatic biota has been well developed and presents probably the lowest level of uncertainty in 

the entire methodology” (Russell and Samet, 2010a). In its more recent review of the second draft PA, 

CASAC agreed “that acid neutralizing capacity is an appropriate ecological measure for reflecting the 

effects of aquatic acidification” (Russell and Samet, 2010b; p. 4).

b. Linking ANC to Deposition

There is evidence to support a quantified relationship between deposition of nitrogen and sulfur 

and ANC. This relationship was analyzed in the REA for two case study areas, the Adirondack and 

Shenandoah Mountains, based on time-series modeling and observed trends. In the REA analysis, longterm trends in surface water nitrate, sulfate and ANC were modeled using MAGIC for the two case 

study areas. These data were used to compare recent surface water conditions in 2006 with preindustrial 

conditions (i.e. preacidification 1860). The results showed a marked increase in the number of lakes

affected by acidifying deposition, characterized as a decrease in ANC levels, since the onset of 

anthropogenic nitrogen and sulfur deposition, as discussed in chapter 2 of the PA.

In the REA, the quantified relationship between deposition and ANC was investigated using 

ecosystem acidification models, also referred to as acid balance models or critical loads models (U.S. 

EPA, 2011, section 2 and U.S. EPA, 2009, section 4 and Appendix 4). These models quantify the 
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relationship between deposition of nitrogen and sulfur and the resulting ANC in surface waters based on 

an ecosystem’s inherent generation of ANC and ability to neutralize nitrogen deposition through 

biological and physical processes. A critical load is defined as the amount of acidifying atmospheric 

deposition of nitrogen and sulfur beyond which a target ANC is not reached. Relatively high critical 

load values imply that an ecosystem can accommodate greater deposition levels than lower critical loads 

for a specific target ANC level. Ecosystem models that calculate critical loads form the basis for linking 

deposition to ANC.

As discussed in chapter 2 of the PA, both dynamic and steady-state models calculate ANC as a 

function of ecosystem attributes and atmospheric nitrogen and sulfur deposition, and can be used to 

calculate critical loads. Steady-state models are time invariant and reflect the long-term consequences 

associated with an ecosystem reaching equilibrium under a constant level of atmospheric deposition.

Dynamic models are time variant and take into account the time dependencies inherent in ecosystem 

hydrology, soil and biological processes. Dynamic models like MAGIC can provide the time-series

response of ANC to deposition whereas steady-state models provide a single ANC relationship to any

fixed deposition level. Dynamic models naturally are more complex than steady-state models as they

attempt to capture as much of the fundamental biogeochemical processes as practicable, whereas steadystate models depend on far greater parameterization and generalization of processes that is afforded, to 

some degree, by not having to account for temporal variability.

In the PA, a steady-state model is used to define the relevant critical load, which is the amount of 

atmospheric deposition of nitrogen (N) and sulfur (S) beyond which a target ANC is not achieved and 

sustained.5It is expressed as:

CLANClim(N + S) = ([BC]0

*

- [ANClim])Q + Neco (III-1)

 

5

This section discusses the linkages between deposition of nitrogen and sulfur and ANC. Section 

III.A.2.c then discusses the linkages between atmospheric concentrations of NOy and SOx and deposition 

of nitrogen and sulfur.
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Where:

CLANClim(N + S) is the critical load of deposition, with units of equivalent charge/(area-time);

[BC]0

*

is the natural contribution of base cations from weathering, soil processes and preindustrial 

deposition, with units of equivalent charge/volume;

[ANClim] is the target ANC value, with units of equivalent charge/volume; 

Q is the catchment level runoff rate governed by water mass balance and dominated by precipitation, 

with units of distance/time; and

Neco is the amount of nitrogen deposition that is effectively neutralized by a variety of biological (e.g., 

nutrient uptake) and physical processes, with units of equivalent charge/(area-time).

Equation III-1 is a modified expression that adopts the basic formulation of the steady-state 

models that are described in chapter 2 of the PA. More detailed discussion of the rationale, assumptions 

and derivation of equation III-1, as well as all of the equations in this section, are included in Appendix 

B of the PA. The equation simply reflects the amount of deposition of nitrogen and sulfur from the 

atmosphere, CLANClim(N + S), that is associated with a sustainable long-term ANC target, [ANClim], 

given the capacity of the natural system to generate ANC, [BC]0

*

, and the capacity of the natural system 

to neutralize nitrogen deposition, Neco. This expression of critical load is valid when nitrogen deposition 

is greater than Neco.

6

The runoff rate, Q, allows for balancing mass in the two environmental mediums –

atmosphere and catchment. This critical load expression can be focused on a single water system or 

more broadly. To extend applicability of the critical load expression (equation III-1) from the catchment 

level to broader spatial areas, the terms Qr and CLr, are used, which are the runoff rate and critical load, 

respectively, of the region over which all the atmospheric terms in the equation are defined. 

 

6 Because Neco is only relevant to nitrogen deposition, in rare cases where Neco is greater than the total 

nitrogen deposition, the critical load would be defined only in terms of acidifying deposition of sulfur 

and the Neco term in equation III-1 would be set to zero.
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As presented above, the terms S and N in the CLANClim (N + S) term broadly represent all species 

of sulfur or nitrogen that can contribute to acidifying deposition. This follows conventions used in the 

scientific literature that addresses critical loads, and it reflects all possible acidifying contributions from 

any sulfur or nitrogen species. For all practical purposes, S reflects SOx as described above, the sum of

sulfur dioxide gas and particulate sulfate. However, N in equation III-1 includes both oxidized forms, 

consistent with the ambient indicator, NOy, in addition to the reduced nitrogen species, ammonia and 

ammonium ion, referred to as NHx. The NHx is included in the critical load formulation because it 

contributes to potentially acidifying nitrogen deposition. Consequently, from a mass balance or 

modeling perspective, the form of the standard needs to account for NHx, as described below.

c. Linking Deposition to Ambient Air Indicators

The last major component of the form illustrated in Figure III-1 addresses the linkage between 

deposition of nitrogen and sulfur and concentrations of the ambient air indicators, NOy and SOx. To link 

ambient air concentrations with deposition, the PA defines a transference ratio, T, as the ratio of total 

wet and dry deposition to ambient concentration, consistent with the area and time period over which the 

standard is defined. To express deposition of NOy and SOx in terms of NOy and SOx ambient 

concentrations, two transference ratios were defined, where TSOx equals the ratio of the combined dry 

and wet deposition of SOx to the ambient air concentration of SOx, and TNOy equals the ratio of the 

combined dry and wet deposition of NOy to the ambient air concentration of NOy.

As described in chapter 7 of the PA, reduced forms of nitrogen (NHx) are included in total 

nitrogen in the critical load equation, III-1. Reduced forms of nitrogen are treated separately, as are NOy

and SOx, and the transference ratios are applied. This results in the following critical load expression 

that is defined explicitly in terms of the indicators NOy and SOx:

CLANClim(N + S) = ([BC]0

*

- [ANClim])Q + Neco = [NOy]TNOy + [SOx]TSOx + NHx (III-2)
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This is the same equation as III-1, with the deposition associated with the critical load translated to 

deposition from ambient air concentrations via transference ratios. In addition, deposition of reduced 

nitrogen, oxidized nitrogen and oxidized sulfur are treated separately. 

Transference ratios are a modeled construct, and therefore cannot be compared directly to 

measurable quantities. Section III.B.3 of the proposal discusses approaches to quantifying these ratios 

that consider blending observational data and models. The PA more fully discusses the rationale 

underlying transference ratios, as well as analyses illustrating the relative stability and variability of 

these ratios

d. Aquatic Acidification Index

Having established the transference ratios that translate atmospheric concentrations to deposition 

of nitrogen and sulfur and the various expressions that link atmospheric deposition of nitrogen and 

sulfur to ANC, the PA derived the following expression of these linkages, which separates reduced 

forms of nitrogen, NHx, from oxidized forms:

ANCcalc = {ANClim + CLr/Qr } – NHx/Qr - TNOy [NOy]/Qr - TSOx[SOx]/Qr (III-3)

Equation III-3 is the basic expression of the form of a standard that translates the conceptual 

framework into an explicit expression that defines ANC as a function of the ambient air indicators, NOy

and SOx, reduced nitrogen deposition,

7

and the critical load necessary to achieve a target ANC level. 

This equation calculates an expected ANC value based on ambient concentrations of NOy and SOx. The 

calculated ANC will differ from the target ANC (ANClim) depending on how much the nitrogen and 

sulfur deposition associated with NOy, SOx, and NHx differs from the critical load associated with just 

achieving the target ANC.

Based on equation III-3, the PA defines an AAI that is more simply stated using terms that 

highlight the ambient air indicators:

 

7 Because NHx is characterized directly as deposition, not as an ambient concentration in this equation, 

no transference ratio is needed for this term.
Page 91 of 178

AAI = F1 – F2 – F3[NOy] – F4[SOx] (III- 4)

where the AAI represents the long-term (or steady-state) ANC level associated with ambient air 

concentrations of NOy and SOx. The factors F1 through F4 convey three attributes: a relative measure of 

the ecosystem’s ability to neutralize acids (F1), the acidifying potential of reduced nitrogen deposition 

(F2), and the deposition-to-concentration translators for NOy (F3) and SOx (F4).

Specifically:

F1 = ANClim + CLr/Qr ;

F2 = NHx/Qr = NHx deposition divided by Qr;

F3 = TNOy/ Qr ; TNOy is the transference ratio that converts ambient air concentrations of NOy to 

deposition of NOy; and

F4 = TSOx/ Qr ; TSOx is the transference ratio that converts ambient air concentrations of SOx to 

deposition of SOx.

All of these factors include representative Qr to maintain unit (and mass) consistency between the AAI 

and the terms on the right side of equation III-4.

The F1 factor is the target ANC level plus the amount of deposition (critical load) the ecosystem 

can receive and still achieve the target level. It incorporates an ecosystem’s ability to generate acid 

neutralizing capacity through base cation supply ([BC]*0) and to neutralize acidifying nitrogen 

deposition through Neco, both of which are incorporated in the CL term. As noted above, because Neco

can only neutralize nitrogen deposition (oxidized or reduced) there may be rare cases where Neco

exceeds the combination of reduced and oxidized nitrogen deposition. Consequently, to ensure that the 

AAI equation is applicable in all cases that may occur, equation III-4 is conditional on total nitrogen 

deposition, {NHx + F3[NOy]}, being greater than Neco. In rare cases where Neco is greater than {NHx + 

F3[NOy]}, F2, F3, and Neco would be set equal to 0 in the AAI equation. The consequence of setting F2 
Page 92 of 178

and F3 to zero is simply to constrain the AAI calculation just to SOx, as nitrogen would have no bearing 

on acidifying contributions in this case.

The PA concludes that equation III-4 (U.S. EPA, 2011,equation 7-12), which defines the AAI, is 

ecologically relevant and appropriate for use as the form of a national standard designed to provide 

protection for aquatic ecosystems from the effects of acidifying deposition associated with 

concentrations of oxides of nitrogen and sulfur in the ambient air. This AAI equation does not, however, 

in itself, define the spatial areas over which the terms of the equation would apply. To specify values for 

factors F1 through F4, it is necessary to define spatial areas over which these factors are determined. 

Thus, it is necessary to identify an approach for spatially aggregating water bodies into ecologically

meaningful regions across the United States, as discussed below.

e. Spatial Aggregation

As discussed in the PA, one of the unique aspects of this form is the need to consider the spatial 

areas over which values for the F factors in the AAI equation are quantified. Ecosystems across the 

United States exhibit a wide range of geological, hydrological and vegetation characteristics that 

influence greatly the ecosystem parameters, Q, BC0

*

and Neco that are incorporated in the AAI. 

Variations in ecosystem attributes naturally lead to wide variability in the sensitivities of water bodies in 

the United States to acidification, as well as in the responsiveness of water bodies to changes in 

acidifying deposition. Consequently, variations in ecosystem sensitivity, and the uncertainties inherent 

in characterizing these variations, must be taken into account in developing a national standard. In 

developing a secondary NAAQS to protect public welfare, the focus of the PA is on protecting sensitive 

populations of water bodies, not on each individual water body, which is consistent with the Agency’s 

approach to protecting public health through primary NAAQS that focus on susceptible populations, not 

on each individual.
Page 93 of 178

The approach used for defining ecologically relevant regions across the United States, along with 

approaches to characterizing each region as acid sensitive or relatively non-acid sensitive is discussed in 

detail in the PA (U.S. EPA, 2011, section 7.2.5). This characterization facilitates a more detailed 

analysis and focus on those regions that are relatively more acid sensitive, as well as avoiding overprotection in relatively non-acid sensitive regions that would receive limited benefit from reductions in 

the deposition of oxides of nitrogen and sulfur with respect to aquatic acidification effects.

Based on considering available classification schemes for spatial aggregation, the PA concludes 

that Omernik’s ecoregion classification (as described at http://www.epa.gov/wed/pages/ecoregions) is 

the most appropriate method to consider for the purposes of this review. The PA concludes that 

ecoregion level III (Figure IV-1) resolution, with 84 defined ecoregions in the contiguous United States,

8

is the most appropriate level to consider for this purpose. The PA notes that the use of ecoregions is an 

appropriate spatial aggregation scheme for an AAI-based standard focused on deposition-related aquatic 

acidification effects, while many of the same ecoregion attributes may be applicable in subsequent 

NAAQS reviews that may address other deposition-related aquatic and terrestrial ecological effects. 

Because atmospheric deposition is modified by ecosystem attributes, the types of vegetation, soils, 

bedrock geology, and topographic features that are the basis of this ecoregion classification approach 

also will likely be key attributes for other deposition-related effects (e.g., terrestrial acidification, 

nutrient enrichment) that link atmospheric concentrations to an aquatic or terrestrial ecological indicator.

The PA used Omernik’s original alkalinity data (U.S. EPA, 2011, section 2) and more recent 

ANC data to delineate two broad groupings of ecoregions: acid-sensitive and relatively non-acid 

sensitive ecoregions. This delineation was made to facilitate greater focus on those ecoregions with 

water bodies that generally have greater acid sensitivity and to avoid over-protection in regions with 

generally less sensitive water bodies. The approach used to delineate acid-sensitive and relatively non-

 

8 We note that an 85th area within Omernik’s Ecoregion Level III is currently being developed for 

California.
Page 94 of 178

acid sensitive regions included an initial numerical-based sorting scheme using ANC data, which 

categorized ecoregions with relatively high ANC values as being relatively non-acid sensitive. This 

initial delineation resulted in 29 of the 84 Omernik ecoregions being categorized as acid sensitive. 

Subsequently, land use data based on the 2006 National Land Cover Data base (NLCD, 

http://www.epa.gov/mrlc/nlcd-2006.html) were also considered to determine to what extent an 

ecoregion is of a relatively pristine and rural nature by quantifying the degree to which active 

management practices related to development and agriculture occur in each ecoregion, resulting in 22 

relatively acid-sensitive ecoregions (Table III-1).

Table III-1. List of 22 Acid-Sensitive Areas

Ecoregion name Ecoregion number

Ridge and Valley 8.4.1

Northern Appalachian Plateau and Uplands 8.1.3

Piedmont 8.3.4

Western Allegheny Plateau 8.4.3

Southwestern Appalachians 8.4.9

Boston Mountains 8.4.6

Blue Ridge 8.4.4

Ouachita Mountains 8.4.8

Central Appalachians 8.4.2

Northern Lakes and Forests 5.2.1

Maine/New Brunswick Plains and Hills 8.1.8

North Central Appalachians 5.3.3

Northern Appalachian and Atlantic Maritime Highlands 5.3.1

Columbia Mountains/Northern Rockies 6.2.3

Middle Rockies 6.2.10

Wasatch and Uinta Mountains 6.2.13

North Cascades 6.2.5

Cascades 6.2.7

Southern Rockies 6.2.14
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Sierra Nevada 6.2.12

Idaho Batholith 6.2.15

Canadian Rockies 6.2.4

Consideration was also given to the use of naturally acidic conditions in defining relatively nonacid sensitive areas. For example, several of the ecoregions located in plains near the coast exhibit 

elevated dissolved organic carbon (DOC) levels, which is associated with naturally acidic conditions. 

The DOC in surface waters is derived from a variety of weak organic acid compounds generated from 

the natural availability and decomposition of organic matter from biota. Consequently, high DOC is 

associated with “natural” acidity, with the implication that a standard intended to protect against 

atmospheric contributions to acidity is not an area of focus. The evidence suggests that several of the 

more highly managed ecoregions in coastal or near coastal transition zones are associated with relatively

high DOC values, typically exceeding on average 5 milligrams per liter, compared to other acid 

sensitive areas. Although there is sound logic to interpret naturally acidic areas as relatively non-acid 

sensitive, natural acidity indicators were not explicitly included in defining relatively non-acid sensitive 

areas as there does not exist a generally accepted quantifiable scientific definition of natural acidity. 

Approaches to explicitly define natural acidity likely will be pursued in future reviews of the standard.

Having concluded that the Omernik level III ecoregions are an appropriate approach to spatial 

aggregation for the purpose of a standard to address deposition-related aquatic acidification effects, the 

PA uses those ecoregions to define each of the factors in the AAI equation. As discussed below, factors 

F1 through F4 in equation III-4 are defined for each ecoregion by specifying ecoregion-specific values 

for each factor based on measured and modeled data.

i. Factor F1

As discussed above, factor F1 reflects a relative measure of an ecosystem’s ability to neutralize 

acidifying deposition, and is defined as: F1 = ANClim + CLr/Qr. The value of F1 for each ecoregion 
Page 96 of 178

would be based on a calculated critical load used to represent the ecoregion (CLr) associated with a 

single national target ANC level (ANClim, discussed below in section III.D), as well as on a runoff rate 

(Qr) to represent the region. To specify ecoregion-specific values for the term Qr, the PA used the 

median value of the distribution of Q values that are available for water bodies within each ecoregion. 

To specify ecoregion-specific values for the term CLr in factor F1, a distribution9of calculated critical 

loads was created for the water bodies in each ecoregion for which sufficient water quality and 

hydrology data are available.10 The specified critical load was then defined to be a specific percentile of 

the distribution of critical loads in the ecoregion. Thus, for example, using the 90th percentile means that 

within an ecoregion, the goal would be for 90 percent of the water bodies to have higher calculated 

critical loads than the specified critical load. That is, if the specified critical load were to occur across 

the ecoregion, the goal would be for 90 percent of the water bodies to achieve the national ANC target 

or better.

The specific percentile selected as part of the definition of F1 is an important parameter that 

directly impacts the critical load specified to represent each ecoregion, and therefore the degree of 

protectiveness of the standard. A higher percentile corresponds to a lower critical load and, therefore, to 

lower allowable ambient air concentrations of NOy and SOx and related deposition to achieve a target 

AAI level. In conjunction with the other terms in the AAI equation, alternative forms can be 

appropriately characterized in part by identifying a range of alternative percentiles. The choice of an 

appropriate range of percentiles to consider for acid-sensitive and relatively non-acid sensitive 

ecoregions, respectively, is discussed below.

 

9

The distribution of critical loads was based on CL values calculated with Neco at the lake level.

Consideration could also be given to using a distribution of CLs without Neco and adding the ecoregion 

average Neco value to the nth percentile critical load. This would avoid cases where the lake-level Neco 

value potentially could be greater than total nitrogen deposition. The CL at the lake level represents the 

CL for the lake to achieve the specified national target ANC value.

10 The PA judged the data to be sufficient for this purpose if data are available from more than 10 water 

bodies in an ecoregion.
Page 97 of 178

For relatively acid-sensitive ecoregions, the PA concludes it is appropriate to consider 

percentiles in the range of the 70th to the 90th percentile (of sensitivity). This conclusion is based on the 

judgment that it would not be appropriate to represent an ecoregion with the lowest or near lowest

critical load, so as to avoid potential extreme outliers that can be seen to exist at the extreme end of the 

data distributions, which would not be representative of the population of acid sensitive water bodies 

within the ecoregion and could lead to an overly protective standard. At the same time, in considering 

ecoregions that are inherently acid sensitive, it is judged to be appropriate to limit the lower end of the 

range for consideration to the 70th percentile, a value well above the median of the distribution, so that a 

substantial majority of acid-sensitive water bodies are protected. Since the percentile value influences 

the relative degree of protectiveness afforded by the AAI approach, the degree of confidence in 

characterizing the representativeness of sampled water bodies relative to all water bodies within an 

ecoregion is a critical issue, and it is important to continually improve this confidence. 

For relatively non-acid sensitive ecoregions, the PA concludes it is appropriate to consider the 

use of a range of percentiles that extends lower than the range identified above for acid-sensitive 

ecoregions. Consideration of a lower percentile would avoid representing a relatively non-acid sensitive 

ecoregion by a critical load associated with relatively more acid-sensitive water bodies. In particular, the 

PA concludes it is appropriate to focus on the median or 50th percentile of the distribution of critical 

loads so as to avoid over-protection in such ecoregions.

ii. Factor F2, F3 and F4

As discussed above, factor F2 is the amount of reduced nitrogen deposition within an ecoregion, 

including the deposition of both ammonia gas and ammonium ion, and is defined as: F2 = NHx/Qr. The 

PA calculated the representative runoff rate, Qr, using a similar approach as noted above for factor F1; 

i.e., the median value of the distribution of Q values that are available for water bodies within each 

ecoregion. In the PA, 2005 CMAQ model simulations over 12-km grids are used to calculate an average 
Page 98 of 178

value of NHx for each ecoregion. The NHx term is based on annual average model outputs for each grid 

cell, which are spatially averaged across all the grid cells contained in each ecoregion to calculate a 

representative annual average value for each ecoregion. The PA concludes that this approach of using 

spatially averaged values is appropriate for modeling, largely due to the relatively rapid mixing of air 

masses that typically results in relatively homogeneous air quality patterns for regionally dispersed 

pollutants. In addition, there is greater confidence in using spatially averaged modeled atmospheric 

fields than in using modeled point-specific fields.

This averaging approach is also used for the air concentration and deposition terms in factors F3 

and F4, which are the ratios that relate ambient air concentrations of NOy and SOx to the associated 

deposition, and are defined as follows: F3 = TNOy/ Qr and F4 = TSOx/ Qr. TNOy is the transference ratio 

that converts ambient air concentrations of NOy to deposition of NOy and TSOx is the transference ratio 

that converts ambient air concentrations of SOx to deposition of SOx. The transference ratios are based 

on the 2005 CMAQ simulations, using average values for each ecoregion, as noted above for factor F2. 

More specifically, the transference ratios are calculated as the annual deposition of NOy or SOx spatially

averaged across the ecoregion and divided by the annual ambient air concentration of NOy or SOx, 

respectively, spatially averaged across the ecoregion.

f. Summary of the AAI form

The PA developed an ecologically relevant form of an ambient air quality standard to address 

deposition-related aquatic acidification effects using an equation to calculate an AAI value in terms of 

the ambient air indicators of oxides of nitrogen and sulfur and the relevant ecological and atmospheric 

factors that modify the relationships between the ambient air indicators and ANC. Recognizing the 

spatial variability of such factors across the United States, the PA concludes it is appropriate to divide 

the country into ecologically relevant regions, characterized as acid-sensitive or relatively non-acid 

sensitive, and specify the value of each of the factors in the AAI equation for each such region.
Page 99 of 178

Using the equation, a value of AAI can be calculated for any measured values of ambient NOy

and SOx. For such a NAAQS, the Administrator would set a single, national value for the level of the 

AAI used to determine achievement of the NAAQS, as summarized below in section III.A.4. The 

ecoregion-specific values for factors F1 through F4 would be specified by the EPA based on the most 

recent data and CMAQ model simulations, and codified as part of such a standard. These factors would 

be reviewed and updated as appropriate in the context of each periodic review of the NAAQS.

3. Averaging Time

Reflecting a focus on long-term effects of acidifying deposition, the PA developed the AAI that 

links ambient air indicators to deposition-related ecological effects, in terms of several factors, F1 

through F4. As discussed above, these factors are all calculated as annual average values, whether based 

on water quality and hydrology data or on CMAQ model simulations. In the context of a standard 

defined in terms of the AAI, the PA concludes that it is appropriate to consider the same annual 

averaging time for the ambient air indicators as is used for the factors in the AAI equation. As noted in 

chapter 3 of the ISA, protection against episodic acidity events can be achieved by establishing a higher 

chronic ANC level.

The PA also considered interannual variability in both ambient air quality and in precipitation, 

which is directly related to the deposition of oxides of nitrogen and sulfur from the ambient air. While 

ambient air concentrations show year-to-year variability, often the year-to-year variability in 

precipitation is considerably greater, given the highly stochastic nature of precipitation. The use of 

multiple years over which annual averages are determined would dampen the effects of interannual 

variability in both air quality and precipitation. Consequently, the PA concludes that an annual 

averaging time based on the average of each year over a consecutive 3- to 5-year period is appropriate to 

consider for the ambient air indicators NOy and SOx.

4. Level
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The PA concludes that the level of a standard for aquatic acidification based on the AAI would 

be defined in terms of a single, national value of the AAI. Such a standard would be met at a monitoring 

site when the multi-year average of the calculated annual values of the AAI was equal to or above the

specified level of the standard.11 The annual values of the AAI would be calculated based on the AAI 

equation using the assigned ecoregion-specific values for factors F1 through F4 and monitored annual 

average NOy and SOx concentrations. Since the AAI equation is based on chronic ANC as the ecological 

indicator, the level chosen for the standard would reflect a target chronic ANC value. The combination 

of the form of the standard, discussed above in section III.A.2, defined by the AAI equation and the 

assigned values of the F factors in the equation, other elements of the standard including the ambient air 

indicators (section III.A.1) and their averaging time (section III.A.3), and the level of the standard 

determines the allowable levels of NOy and SOx in the ambient air within each ecoregion. All of the 

elements of the standard together determine the degree of protection from adverse aquatic acidification 

effects associated with oxides of nitrogen and sulfur in the ambient air. The level of the standard plays a 

central role in determining the degree of protection provided and is discussed below.

Based on associations between pH levels and target ANC levels and between ANC levels and 

aquatic ecosystem effects, as well as consideration of episodic acidity, ecosystem response time, 

precedent uses of target ANC levels, and public welfare benefits, the PA concludes that consideration 

should be given to a range of standard AAI levels from 20 to 75 μeq/L. The available evidence indicates 

that target ANC levels below 20 μeq/L would be inadequate to protect against substantial ecological 

effects and potential catastrophic loss of ecosystem function in some sensitive aquatic ecosystems. 

While ecological effects occur at ANC levels below 50 μeq/L in some sensitive ecosystems, the degree 

and nature of those effects are less significant than at levels below 20 μeq/L. Levels at and above 50 

 

11 Unlike other NAAQS, where the standard is met when the relevant value is at or below the level of 

the standard since a lower standard level is more protective, in this case a higher standard level is more 

protective.
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μeq/L would be expected to provide additional protection, although uncertainties regarding the potential 

for additional protection from adverse ecological effects are much larger for target ANC levels above 

about 75 μeq/L, as effects are generally appreciably less sensitive to changes in ANC at such higher 

levels.

The PA recognizes that the level of the standard together with the other elements of the standard, 

including the ambient air indicators, averaging time, and form, determine the overall protectiveness of 

the standard. Thus, consideration of a standard level should reflect the strengths and limitations of the 

evidence and assessments as well as the inherent uncertainties in the development of each of the 

elements of the standard. The implications of considering alternative standards, defined in terms of 

alternative combinations of levels and percentile values that are a critical component of factor F1 in the 

form of the standard, are discussed in section III.E of the proposal and more fully in the PA.

5. Characterization of Uncertainties

The characterization of uncertainties is intended to address the relative confidence associated

with the linked atmospheric-ecological effects system described above, and is described in detail in the 

PA (U.S. EPA, 2011, section 7.6 and Appendices F and G) and summarized in section III.F of the 

proposal. A brief overview of uncertainties is presented here in the context of the major structural 

components underlying the standard, as well as with regard to areas of relatively high uncertainty.

As discussed in the PA (U.S. EPA, 2011,Table 7-3), there is relatively low uncertainty with 

regard to the conceptual formulation of the overall structure of the AAI-based standard that incorporates

the major associations linking biological effects to air concentrations. Based on the strength of the 

evidence that links species richness and mortality to water quality, the associations are strongly causal 

and without any obvious confounding influence. The strong association between the ecosystem indicator 

(ANC) and the causative water chemistry species (dissolved aluminum and hydrogen ion) reinforces the 

confidence in the linkage between deposition of nitrogen and sulfur and effects. This strong association 
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between ANC and effects is supported by a sound mechanistic foundation between deposition and ANC. 

The same mechanistic strength holds true for the relationship between ambient air levels of nitrogen and 

sulfur and deposition, which completes the linkage from ambient air indicators through deposition to 

ecological effects.

There are much higher uncertainties, however, in considering and quantifying the specific 

elements within the structure of an AAI-based standard, including the deposition of SOx, NOy, and NHx

as well as the critical load-related component, each of which can vary within and across ecoregions. 

Overall system uncertainty with an AAI approach relates not just to the uncertainty in each element, but 

also to the combined uncertainties that result from linking these elements together within the AAI-based 

structure and over the defined spatial scale (i.e., ecoregions). Some of these elements – including, for 

example, dry deposition, pre-industrial base cation production, and reduced nitrogen deposition – are 

estimated with less confidence than other elements (U.S. EPA, 2011, Table 7.3). The uncertainties

associated with all of these elements, and the combination of these elements through the AAI equation

and over the ecoregion spatial scale, are summarized below.

The lack of observed dry deposition data, which affects confidence in the AAI on an ecoregion 

scale, is constrained in part by the lack of efficient measurement technologies. Progress in reducing 

uncertainties in dry deposition will depend on improved atmospheric concentration data and direct 

deposition flux measurements of the relevant suite of NOy and SOx species. 

Pre-industrial base cation productivity by definition is not observable. Contemporary

observations and inter-model comparisons are useful tools that help reduce the uncertainty in estimates 

of pre-industrial base cation productivity used in the AAI equation. In characterizing contemporary base 

cation flux using basic water quality measurements (i.e., major anion and cation species as defined in 

equation 2.11 in the PA), it is reasonable to assume that a major component of contemporary base cation 

flux is associated with pre-industrial weathering rates. To the extent that multiple models converge on 
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similar solutions within and across ecoregions, greater confidence in estimating pre-industrial base 

cation production within the AAI and ecoregion frameworks would be achieved.

While characterization of NHx deposition has been evolving over the last decade, the high 

uncertainty in characterizing NHx deposition is due to both the lack of field measurements and the 

inherent complexity of characterizing NHx with respect to source emissions and dry deposition.12

Because ammonia emissions are generated through a combination of man-made and biological 

activities, and ammonia is semi-volatile, the ability to characterize spatial and temporal distributions of 

NHx concentrations and deposition patterns is limited. While direct measurement of NHx deposition is 

resource intensive because of the diffuse nature of sources (i.e., area-wide and non-point sources), there 

have been more frequent deposition flux studies, relative to other nitrogen species, that enable the 

estimation of both emissions and dry deposition. Also, while ammonia has a relatively high deposition 

velocity and traditionally was thought to deposit close to the emissions release areas, the semi-volatile 

nature of ammonia results in re-entrainment back into the lower boundary layer of the atmosphere 

resulting in a more dispersed concentration pattern exhibiting transport characteristics similar to longer 

lived atmospheric species. These inherent complexities in source characterization and ambient 

concentration patterns significantly increase the degree of uncertainty in NHx deposition in general, and 

in the AAI equation applied on an ecoregion scale in particular. However, the PA notes that progress is 

being made in measuring ammonia with cost efficient samplers and anticipates the gradual evolution of 

a spatially robust ammonia sampling network that would help support analyses to reduce underlying 

uncertainties in NHx deposition.

In characterizing uncertainties with respect to available measurement data and the use of 

ecological and atmospheric models, as summarized in sections III.F.2-3 of the proposal, the PA

identified data gaps and model uncertainties in relative terms by comparing, for example, the relative 

 

12 Field measurements of NHx have been extremely limited, but have begun to be enhanced through the 

NADP’s passive ammonia network (AMoN).
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richness of data between geographic areas or environmental media. As discussed in the proposal and 

more fully in the PA, from an uncertainty perspective, gaps in field measurement data increase

uncertainties in modeled processes and in the specific application of such models. As noted above, 

processes that are embodied in an AAI-based standard are modeled using the CMAQ atmospheric model 

and steady-state ecological models. These models are characterized in the ISA as being well-established

and have undergone extensive peer review. Nonetheless, the application of these models for purposes of 

specifying the factors in the AAI equation, on an ecoregion scale, is a new application that introduces 

uncertainties, especially in areas with limited observational data that can be used to evaluate this specific 

application. Understanding uncertainties in relevant modeled processes thus involves consideration of 

the uncertainties associated with applying each model as well as the combination of these uncertainties 

as the models are applied in combination within the AAI framework applied on an ecoregion scale.

Our confidence in improving critical load estimates can be increased by expanding water quality 

data bases used as inputs and evaluation metrics for critical load models. With regard to water quality 

data, the PA notes that such data are typically limited relative to air quality data sets, and are also 

relatively sparse in the western United States. While there are several state and local agency water 

quality data bases, it is unclear the extent to which differences in sampling, chemical analysis and 

reporting protocols would impact the use of such data for the purpose of better understanding the degree 

of protectiveness that would be afforded by an AAI-based standard within sensitive ecoregions across 

the country. In addition, our understanding of water quality in Alaska and Hawaii and the acid 

sensitivity of their ecoregions is particularly limited. Expanding the water quality data bases would 

enable clearer delineation of ecoregion representative critical loads in terms of the nth percentile. This 

would provide more refined characterization of the degree of protection afforded by a given standard. 

Longer term, the availability of water quality trend data (annual to monthly sampled) would support 

accountability assessments that examine if an ecoregion’s response to air management efforts is as 
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predicted by earlier model forecasting. The most obvious example is the long-term response of water 

quality ANC change to changes in calculated AAI, deposition, ambient NOy and SOx concentrations, 

and emissions. In addition, water quality trends data provide a basis for evaluating and improving the 

parameterizations of processes in critical load models applied at the ecoregion scale related to nitrogen 

retention and base cation supply. A better understanding of soil processes, especially in the southern 

Appalachians, would enhance efforts to examine the variability within ecoregions of the soil-based 

adsorption and exchange processes which moderate the supply of major cations and anions to surface 

waters and strongly influence the response of surface water ANC to changes in deposition of nitrogen 

and sulfur.

Steady-state biogeochemical ecosystem modeling is used to develop critical load estimates that 

are incorporated in the AAI equation through factor F1. Consequently, the PA notes that an estimate of 

the temporal response of surface water ANC to deposition and air concentration changes is not directly

available. Lacking a predicted temporal response impairs the ability to conduct accountability

assessments down to the effects level. Accountability assessments would examine the response of each 

step in the emissions source through air concentration – deposition -- surface water quality – biota 

continuum. The steady-state assumption at the ecosystem level does not impair accountability

assessments through the air concentration/deposition range of that continuum. However, in using steadystate ecosystem modeling, several assumptions are made relative to the long-term importance of 

processes related to soil adsorption of major ions and ecosystem nitrogen dynamics. Because these 

models often were developed and applied in glaciated areas with relatively thin and organically rich 

soils, their applicability is relatively more uncertain in areas such as those in the non-glaciated claybased soil regions of the central Appalachians. Consequently, it is desirable to develop the information 

bases to drive simple dynamic ecosystem models that incorporate more detailed treatment of subsurface 

processes, such as adsorption and exchange processes and sulfate absorption.
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B. CASAC Views

The CASAC has advised the EPA concerning the ISA, the REA, and the PA. The CASAC 

supported the EPA’s interpretation of the science embodied in the ISA and the assessment approaches 

and conclusions incorporated in the REA.

Most recently, CASAC considered the information in the final PA in providing its 

recommendations on the review of the new multi-pollutant standard developed in that document and 

discussed above (Russell and Samet, 2011a). In so doing, CASAC expressed general support for the 

conceptual framework of the standard based on the underlying scientific information, as well as for the 

conclusions in the PA with regard to indicators, averaging time, form and level of the standard that are 

appropriate for consideration by the Agency in reaching decisions on the review of the secondary

NAAQS for oxides of nitrogen and sulfur:

“The final Policy Assessment clearly sets out the basis for the recommended 

ranges for each of the four elements (indicator, averaging time, level and form) of a 

potential NAAQS that uses ambient air indicators to address the combined effects of 

oxides of nitrogen and oxides of sulfur on aquatic ecosystems, primarily streams and 

lakes. As requested in our previous letters, the Policy Assessment also describes the 

implications of choosing specific combinations of elements and provides numerous maps 

and tabular estimates of the spatial extent and degree of severity of NAAQS exceedances 

expected to result from possible combinations of the elements of the standard.”

“We believe this final PA is appropriate for use in determining a secondary 

standard to help protect aquatic ecosystems from acidifying deposition of oxides of sulfur 

and nitrogen. The EPA staff has done a commendable job developing the innovative 

Aquatic Acidification Index (AAI), which provides a framework for a national standard 

based on ambient concentrations that also takes into account regional differences in 

sensitivities of ecosystems across the country to effects of acidifying deposition.” 

(Russell and Samet, 2011a)

With respect to indicators, CASAC supported the use of SOx and NOy as ambient air indicators 

(discussed above in section III.A) and ANC as the ecological indicator (discussed above in section 

III.B.1). With respect to averaging time (discussed above in section III.C), CASAC agreed with the 

conclusions in the PA that “an averaging time of three to five years for the AAI parameters is 

appropriate.” CASAC noted that “a longer averaging time would mask possible trends of AAI, while a 
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shorter averaging time would make the AAI being more influenced by the conditions of the particular 

years selected” (Russell and Samet, 2011a).

With respect to the form of the standard (discussed above in section III.B), CASAC stated the 

following:

“EPA has developed the AAI, an innovative “form” of the NAAQS itself that 

incorporates the multi-pollutant, multi-media, environmentally modified, geographically 

variable nature of SOx/ NOy deposition-related aquatic acidification effects. With the 

caveats noted below, CASAC believes that this form of the NAAQS as described in the 

final Policy Assessment is consistent with and directly reflective of current scientific 

understanding of effects of acidifying deposition on aquatic ecosystems.” (Russell and 

Samet, 2011a)

“CASAC agrees that the spatial components of the form in the Policy Assessment 

are reasonable and that use of Omernik’s ecoregions (Level III) is appropriate for a 

secondary NAAQs intended to protect the aquatic environment from acidification...” 

(Russell and Samet, 2011a)

The caveats noted by CASAC include a recognition of the importance of continuing to evaluate 

the performance of the CMAQ and ecological models to account for model uncertainties and to make 

the model-dependent factors in the AAI more transparent. In addition, CASAC noted that the role of 

DOC and its effects on ANC would benefit from further refinement and clarification (Russell and 

Samet, 2011a). While CASAC expressed the view that the “division of ecoregions into ‘sensitive’ and 

‘non-sensitive’ subsets, with a more protective percentile applied to the sensitive areas, also seems 

reasonable” (Russell and Samet, 2011a), CASAC also noted that there was the need for greater clarity in 

specifying how appropriate screening criteria would be applied in assigning ecoregions to these 

categories. Further, CASAC identified potential biases in critical load calculations and in the regional 

representativeness of available water chemistry data, leading to the observation that a given percentile of 

the distribution of estimated critical loads may be protective of a higher percentage of surface waters in 

some regions (Russell and Samet, 2011a). Such potential biases led CASAC to recommend that “some 

attention be given to our residual concern that the available data may reflect the more sensitive water 
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bodies and thus, the selection of the percentiles of waterbodies to be protected could be conservatively

biased” (Russell and Samet, 2011a).

With respect to level as well as the combination of level and form as they are presented as 

alternative standards (discussed above in sections III.D-E), CASAC agreed with the PA conclusions that

consideration should be given to standard levels within the range of 20 and 75 μeq/L. CASAC also

recognized that the level and the form of any AAI-based standard are so closely linked that these two 

elements should be considered together:

“When considered in isolation, it is difficult to evaluate the logic or implications 

of selecting from percentiles (70th to 90th) of the distribution of estimated critical loads 

for lakes in sensitive ecoregions to determine an acceptable amount of deposition for a 

given ecoregion. However, when these percentile ranges are combined with alternative 

levels within the staff-recommended ANC range of 20 to 75 microequivalents per liter 

(μeq/L), the results using the AAI point to the ecoregions across the country that would 

be expected to require additional protection from acidifying deposition. Reasonable 

choices were made in developing the form. The number of acid sensitive regions not 

likely to meet the standard will be affected both by choice of ANC level and the 

percentile of the distribution of critical loads for lakes to meet alternative ANC levels in 

each region. These combined recommendations provide the Administrator with a broad 

but reasonable range of minimally to substantially protective options for the standard.” 

(Russell and Samet, 2011a)

CASAC also commented on the EPA’s uncertainty analysis, and provided advice on areas 

requiring further clarification in the proposed rule and future research. The CASAC found it “difficult to 

judge the adequacy of the uncertainty analysis performed by the EPA because of lack of details on data 

inputs and the methodology used, and lack of clarity in presentation” (Russell and Samet, 2011a). In 

particular, CASAC identified the need for more thorough model evaluations of critical load and 

atmospheric modeling, recognizing the important role of models as they are incorporated in the form of 

the standard. In light of the innovative nature of the standard developed in the PA, CASAC identified “a 

number of areas that should be the focus of further research” (Russell and Samet, 2011a). While 

CASAC recognized that the EPA staff was able to address some of the issues in the PA, they also noted 

areas “that would benefit from further study or consideration in potential revisions or modifications to 
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the form of the standard.” Such research areas include “sulfur retention and mobilization in the soils, 

aluminum availability, soil versus water acidification and ecosystem recovery times.” Further, CASAC 

encouraged future efforts to monitor individual ambient nitrogen species, which would help inform 

further CMAQ evaluations and the specification of model-derived elements in the AAI equation 

(Russell and Samet, 2011a).

C. Proposed Conclusions on Alternative Secondary Standards

As discussed in section III.H of the proposal, the Administrator considered whether it is 

appropriate at this time to set a new multi-pollutant standard to address deposition-related effects 

associated with oxides of nitrogen and sulfur, with a structure that would better reflect the available 

science regarding acidifying deposition to sensitive aquatic ecosystems. In so doing, she recognized that 

such a standard, for purposes of Section 109(b) and (d) of the CAA, must in her judgment be requisite to 

protect public welfare, such that it would be neither more nor less stringent that necessary for that 

purpose. In particular, she focused on the AAI-based standard developed in the PA and reviewed by 

CASAC, as discussed above. Based on consideration of the scientific basis for such a standard and the 

conclusions reached in the ISA, the Administrator agreed with the conclusion in the PA, and supported 

by CASAC, that there is a strong scientific basis for development of a standard with the general 

structure presented in the PA. She recognized that while the standard is innovative and unique, the 

structure of the standard is well-grounded in the science underlying the relationships between ambient 

concentrations of oxides of nitrogen and sulfur and the aquatic acidification related to deposition of 

nitrogen and sulfur associated with such ambient concentrations.

Nonetheless, the Administrator also recognized that such a standard would depend on 

atmospheric and ecological modeling, based on appropriate data, to specify the terms of an equation that 

incorporates the linkages between ambient concentrations, deposition, and aquatic acidification, for each 

separate ecoregion, and that there are a number of inherent uncertainties and complexities that are 
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relevant to the question of whether it is appropriate under Section 109 of the CAA to set a specific AAIbased standard at this time. Based on her consideration of these important uncertainties and limitations, 

the Administrator recognized that in combination, these limitations and uncertainties result in a 

considerable degree of uncertainty as to how well the quantified elements of the AAI standard would 

predict the actual relationship between varying ambient concentrations of oxides of nitrogen and sulfur 

and steady- state ANC levels across the distribution of water bodies within the various ecoregions in the 

United States. Because of this, there is considerable uncertainty as to the actual degree of protectiveness 

that such a standard would provide, especially for acid-sensitive ecoregions. The Administrator 

recognized that the AAI equation, with factors quantified in the ranges discussed above and described 

more fully in the PA, generally performs well in identifying areas of the country that are sensitive to 

such acidifying deposition and indicates, as expected, that lower ambient levels of oxides of nitrogen 

and sulfur would lead to higher calculated AAI values. However, the uncertainties discussed here are 

critical for determining the actual degree of protection that would be afforded such areas by any specific 

target ANC level and percentile of water bodies that would be chosen in setting a new AAI-based

standard, and thus for determining an appropriate AAI-based standard that meets the requirements of 

Section 109.

The Administrator noted that setting a NAAQS generally involves consideration of the degree of 

uncertainties in the science and other information, such as gaps in the relevant data and, in this case, 

limitations in the evaluation of the application of relevant ecological and atmospheric models at an 

ecoregion scale. She noted that the issue here is not a question of uncertainties about the scientific 

soundness of the structure of the AAI, but instead uncertainties in the quantification and 

representativeness of the elements of the AAI as they vary in ecoregions across the country. At present, 

these uncertainties prevent an understanding of the degree of protectiveness that would be afforded to 

various ecoregions across the country by a new standard defined in terms of a specific nationwide target 
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ANC level and a specific percentile of water bodies for acid-sensitive ecoregions and thus prevent 

identification of an appropriate standard.

The Administrator judged that the uncertainties are of such nature and magnitude that there is no 

reasoned way to choose a specific AAI-based standard, in terms of a specific nationwide target ANC 

level or percentile of water bodies that would appropriately account for the uncertainties, since neither 

the direction nor the magnitude of change from the target level and percentile that would otherwise be 

chosen can reasonably be ascertained at this time. Further, she noted that CASAC acknowledged that 

important uncertainties remain that would benefit from further study and data collection efforts, which 

might lead to potential revisions or modifications to the form of the standard developed in the PA, and 

that CASAC encouraged the Agency to engage in future monitoring and model evaluation efforts to help 

inform further development of the elements of an AAI-based standard. Based on these considerations

the Administrator judged that the current limitations in relevant data and the uncertainties associated 

with specifying the elements of the AAI-based on modeled factors are of such nature and degree as to 

prevent her from reaching a reasoned decision such that she is adequately confident as to what level and 

form (in terms of a selected percentile) of such a standard would provide any particular intended degree 

of protection of public welfare that the Administrator determined satisfied the requirements to set an

appropriate standard under Section 109 of the CAA.

Based on the above considerations, the Administrator provisionally concluded that it is 

premature to set a new, multi-pollutant secondary standard for oxides of nitrogen and sulfur at this time, 

and as such she proposed not to set such a new secondary standard. Nonetheless, while the 

Administrator concluded that it is premature to set such a multi-pollutant standard at this time, she 

determined that the Agency should undertake a field pilot program to gather additional data (discussed 

below in section IV). She concluded that it is appropriate that such a program be undertaken before, 

rather than after, reaching a decision to set such a standard.
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In reaching her proposed decision not to set a new AAI-based standard at this time, the 

Administrator recognized that the new NO2 and SO2 primary 1-hour standards set in 2010, while not 

ecologically relevant for a secondary standard, will nonetheless result in reductions in oxides of nitrogen 

and sulfur that will directionally benefit the environment by reducing NOy and SOx deposition to 

sensitive ecosystems. The Administrator proposed to revise the secondary standards by adding 

secondary standards identical to the NO2 and SO2 primary 1-hour standards set in 2010, including a 1-

hour secondary NO2 standard set at a level of 100 ppb and a 1-hour secondary SO2 standard set at a level 

of 75 ppb. The EPA noted that while this will not add secondary standards of an ecologically relevant 

form to address deposition-related effects, it will provide additional protection for sensitive areas. The 

EPA further noted that this proposed decision is consistent with the view that the current secondary 

standards are neither sufficiently protective nor appropriate in form, but that it is not appropriate to 

propose to set a new, ecologically relevant multi-pollutant secondary standard at this time, for the 

reasons summarized above.

The EPA solicited comment on all aspects of this proposed decision, as discussed in the 

following section.

D. Comments on Alternative Secondary Standards

In this section, comments received on the proposal related to an AAI-based standard are 

discussed in section III.D.1 and comments related to the proposed decision to set 1-hour NO2 and SO2

secondary standards are discussed in section III.D.2.

1. Comments Related to an AAI-based Standard 

General comments that either supported or opposed the proposed decision not to set an AAIbased standard in this review are addressed in this section. Two groups of commenters offered sharply

divergent views on whether it is appropriate for the EPA to set or even consider an AAI-based standard 

to protect against the effects in aquatic ecosystems from acidifying deposition associated with ambient 
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concentrations of oxides of nitrogen and sulfur. These groups provided strongly contrasting views on the 

strength and limitations in the underlying scientific information upon which such a standard could be 

based, as well as on the legal authority and requirements in the CAA for the EPA to set such a standard. 

These comments are discussed below in section III.D.1.a, and build in part on the overarching issue 

raised by some commenters as to the EPA’s authority under the CAA to include deposition-related 

effects within the scope of a NAAQS review, which is discussed above in section I.E. Some commenters 

also expressed views about specific aspects of an AAI-based approach, as discussed below in section 

III.D.1.b. More technical comments on specific elements and factors of the AAI are discussed in the 

Response to Comments document. General comments based on implementation-related factors that are 

not a permissible basis for considering an alternative standard are noted in the Response to Comments 

document.

a. Comments on Consideration of an AAI-based Standard

The first group of commenters, including several industry groups (e.g., EPRI, UARG, and API), 

individual companies (e.g., East Kentucky Power Cooperative), and two states (TX, SD), strongly 

supported the EPA’s proposed decision not to set an AAI-based standard in this review. These 

commenters generally focused on the limitations and uncertainties in the scientific evidence used by the 

EPA as a basis for its consideration of an AAI-based standard, expressing the view that these limitations 

and uncertainties were so great as to preclude setting such a standard at this time. Several industry

commenters felt the uncertainties were of sufficient magnitude as to invalidate the AAI approach for use 

in the NAAQS, while others agreed with the EPA’s finding that further information and analysis is 

needed, and further noted that this work should be completed before the EPA could propose a new 

multi-pollutant standard. More fundamentally, some commenters in this group expressed the view that 

any consideration of such a standard is inconsistent with various provisions of the CAA and thus 

unlawful.
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With regard to their views on the underlying scientific information, many of these commenters 

focused on what they asserted were areas of substantial uncertainty in the AAI approach including 

uncertainties in the individual F factors of the AAI, air deposition modeling, critical loads modeling, and 

available water quality and watershed data. Several commenters felt a more rigorous uncertainty and 

variability analysis of the AAI, beyond the analyses that the EPA presented in the PA, would be needed 

if the EPA were to consider such a standard in the future.

Some commenters expressed concerns with specific aspects of the AAI, such as the adequacy of 

the Omernik ecoregion approach as a method of waterbody aggregation for critical load calculations and 

whether ANC was an appropriate ecological indicator. The commenters asserted that the EPA needed to 

explore different methods for calculating critical loads, collect essential data, and employ mechanistic 

water chemistry models. The commenters also felt that the EPA was arbitrary in choosing its criteria for 

sensitive ecoregions and percent waterbodies, and that there was a bias in the field data toward sensitive 

areas. Several commenters felt a more comprehensive research program was needed to improve 

characterization of the biogeochemical and deposition processes incorporated into the AAI.

Some industry groups commented on uncertainties in the CMAQ modeling, including high levels 

of uncertainty surrounding measurement and modeling of chemically reduced forms of nitrogen (NHx). 

Other commenters were also critical of the reliance of the AAI on modeling, and expressed the view that 

CMAQ would require intensive deposition-focused evaluation.

A second group of commenters, including several environmental groups (e.g., Center for 

Biological Diversity, Earthjustice, and Adirondack Council), the U.S. Department of Interior and the 

National Park Service, the New York Department of Environmental Conservation, and two tribes (Fond 

du Lac Band and Potawatomi) strongly disagreed with the EPA’s proposed decision not to set an AAIbased standard in this review. These commenters generally focused on the strengths of the evidence of 

deposition-related effects, the extent to which analyses presented in the PA addressed uncertainties and 
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limitations in the evidence, and on information regarding the adversity of such effects as a basis for their 

views that such a standard was warranted at this time. Many of these commenters pointed to CASAC’s 

review of the underlying scientific evidence and its support for moving forward with an AAI-based 

standard at this time as support for their views.

In general, the environmental group commenters expressed the view that the current standards 

are clearly not adequate and that a combined NOx/SOx standard that links ambient air quality to an 

ecosystem indicator is appropriate, founded in science, and necessary for protection of public welfare. 

The commenters stated the current standards are neither sufficiently protective nor appropriate to 

address deposition-related effects. They also noted that the EPA has worked for decades to solve the 

acid deposition problem and that in their view the AAI represents an elegant solution to that problem.

With regard to their views on the underlying scientific information, these commenters generally

agreed with the EPA’s proposed conclusions that there are well-established water quality and biological 

indicators of aquatic deposition and well-established models that address air deposition, water quality 

impacts, and effects on biota. Many of these commenters expressed the view that the uncertainties and 

limitations in the scientific evidence were adequately addressed in the PA, which was reviewed by 

CASAC. Many of these commenters pointed to CASAC’s support for adopting an AAI-based standard 

in this review while concurrently conducting additional field monitoring and longer-term research that 

might reduce uncertainties in future reviews of secondary NAAQS for oxides of nitrogen and sulfur.

Some governmental agency commenters were strongly supportive of an AAI-based standard and 

clearly felt such a standard should be adopted now. They also noted that the current ambient 

concentrations of NOx and SOx are causing adverse ecological impacts and they believe that ongoing 

damage due to acidic deposition and the risks to ecosystems far outweigh the risk of setting an AAIbased standard while some uncertainties remain. They assert that NOx and SOx deposition is causing 

adversity to public welfare and that the scientific uncertainties do not preclude setting an AAI-based 
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standard, and point to CASAC as generally supporting this view. The commenters believe that the EPA 

has ample evidence to support a new ecologically based standard and that the AAI is reasonable and 

scientifically defensible. NY specifically recommended an AAI of 50 with some flexibility built into the 

F factors.

Some of these agency and environmental group commenters also referenced CASAC’s support 

for specific elements of the AAI-based standard developed in the PA, including 1) the use of ANC as an 

appropriate ecological indicator for such a standard, 2) the use of NOy and SOx as well-justified 

indicators of atmospheric concentrations of oxides of nitrogen and sulfur, 3) the use of Omernik Level 

III ecoregions, 4) the division of ecoregions into sensitive and non-sensitive categories, 5) the use of a 3 

to 5 year averaging time, and 6) the appropriateness of an AAI level between 20 to 75 μeq/L.

With regard to their views on the requirements of the CAA, several environmental group 

commenters stated that given the large body of evidence supporting significant ongoing harm to the 

public welfare and the EPA’s finding the current standards are neither sufficiently protective nor 

appropriate to address deposition-related effects, the EPA’s reliance on uncertainty as grounds for 

failing to propose protective standards is irrational, arbitrary, and legally flawed. They believe that the 

EPA cannot lawfully reject a new AAI-based standard while continuing to rely solely on a form of the 

standard that is inadequate and allows serious harms to the public welfare to continue. When confronted 

with scientific uncertainties and incomplete data, they feel the EPA must act in a precautionary manner 

that errs toward stronger protections. Further, they believe that the EPA’s reliance on scientific 

uncertainty as a basis for its inaction is unsupportable in light of CASAC’s advice and the EPA staff’s 

conclusions in the ISA, REA and PA.

In addition to the two broad groups of commenters discussed above, a few other commenters 

offered more general views on an AAI-based standard. For example, some state commenters (NC and 

PA) expressed support for the concept of developing a multi-pollutant, AAI-based standard, but felt that 
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it would be important to gather additional information before proposing any such standard. One state 

organization (NESCAUM) expressed concern that the EPA was not following CASAC’s 

recommendation to propose an ecologically relevant level and form for this NAAQS. 

The EPA has carefully considered these comments on whether or not an AAI-based secondary

standard for oxides of nitrogen and sulfur is appropriate at this time. The EPA agrees with the second 

group of commenters and CASAC’s advice (outlined in section III.B) that there is a strong scientific 

basis for development of the structure of such a standard, specifically with regard to a standard that 

would provide protection from deposition-related aquatic acidification in sensitive ecosystems across the 

country. As discussed in section II.A and supported by several commenters, the available scientific 

evidence is sufficient to infer a causal relationship between acidifying deposition of nitrogen and sulfur

and potential adverse effects to aquatic ecosystems, and that the deposition of oxides of nitrogen and 

sulfur both cause such acidification under current conditions that are allowed by the current secondary

standards (U.S. EPA, 2008, chapter 3). The EPA agrees with commenters that there are well-established 

water quality and biological indicators of aquatic acidification as well as well-established models that 

address deposition, water quality, and effects on ecosystem biota, and that ecosystem sensitivity to 

acidification varies across the country (U.S. EPA, 2011, chapter 7).

The EPA also agrees with the second group of commenters and CASAC that ANC would be an 

appropriate ecological indicator, reflecting the acidifying effects of deposition of nitrogen and sulfur

(U.S. EPA, 2011, chapter 7.2 and Russell and Samet, 2011a). Further, the EPA agrees that the structure 

of an AAI-based standard is well-grounded in science and would address the combined effects of 

deposition from oxides of nitrogen and sulfur by characterizing the linkages between ambient 

concentrations, deposition, and aquatic acidification, and that the structure of the standard takes into 

account relevant variations in these linkages across the country (section III.B. above and U.S. EPA, 

2011, chapter 7).
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The EPA disagrees with the first group of commenters that the use of Omernik ecoregions would 

be inadequate. A full explanation of the EPA’s rationale for selecting the Omernik ecoregion scheme for 

spatial aggregation is found in section 7.2.5 of the PA. Omernik ecoregions include consideration of 

geology, physiology, vegetation, climate, soils, land use, wildlife, and hydrology. These factors also 

relate well to sensitivity to acidification. The EPA also evaluated the National Ecological Observatory

Network (NEON) and Bailey’s ecoregions developed for the US Forest Service and concluded that the 

Omernik ecoregion classification would be the most appropriate for an AAI-based standard. It offers 

several levels of spatial delineation, has undergone extensive scientific peer review, and has explicitly

been applied to delineating acid sensitive areas of the US.

Nonetheless, the EPA agrees with the first group of commenters that there are important and 

significant remaining scientific uncertainties within the derivation of the AAI, with the data used to 

specify the factors within the AAI equation, and with the models themselves. These uncertainties are 

more fully discussed in Appendix F and G of the PA and in section III.A.5 above. These uncertainties 

have been reviewed by CASAC, and the EPA recognizes that further research would help to reduce the

uncertainties. In general, the EPA also recognizes that the AAI would depend on atmospheric and 

ecological modeling, with inherent uncertainties, to specify the terms of an AAI equation that 

incorporate the linkages between ambient concentrations, deposition, and aquatic acidification.

The EPA agrees with the first group of commenters that there are several important limitations in 

the available data upon which elements of the AAI are based (U.S. EPA, 2011, Chapter 7). For example, 

existing monitors for NOy are generally not located in areas that are representative of sensitive aquatic 

ecosystems, and there is relatively sparse water quality data coverage in sensitive mountainous western 

areas. Further, even in areas where relevant data are available, small sample sizes impede efforts to 

characterize the representativeness of the available data for some ecoregions, which was noted by 

CASAC as being of particular concern (Russell and Samet, 2011a). Also, measurements of reduced 
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forms of nitrogen are available from only a small number of monitoring sites, and emission inventories 

for reduced forms of nitrogen used in atmospheric modeling are subject to a high degree of uncertainty.

The EPA agrees with the first group of commenters that uncertainties related to the use of 

ecological and atmospheric models are difficult to evaluate due to a lack of relevant observational data. 

For example, relatively large uncertainties are introduced by a lack of data with regard to pre-industrial 

environmental conditions and other parameters that are necessary inputs to critical load models that are 

the basis for factor F1 in the AAI equation. Also, observational data are not generally available to 

evaluate the modeled relationships between nitrogen and sulfur in the ambient air and associated 

deposition, which are the basis for the other factors (i.e., F2, F3, and F4) in the AAI equation. The EPA 

recognizes that, in contrast, such model-related uncertainties are not relevant in the consideration of 

other NAAQS since those NAAQS are not defined in terms of factors based on such models.

The EPA agrees that these data limitations and model uncertainties create a number of inherent 

uncertainties and complexities in the quantification of the F factors of the AAI and the 

representativeness of the F factors at an ecoregion scale (U.S. EPA, 2011, Appendix F). These 

uncertainties and complexities currently lead to a high degree of uncertainty in characterizing the degree 

of protectiveness that would be afforded by an AAI-based standard with quantified F factors derived as 

discussed above, within the ranges of levels and forms identified in section III.A above.

The EPA disagrees with the first set of commenters that the selection of sensitive ecoregions and 

percentile waterbodies would be arbitrary. The EPA fully discussed its rationale and selection of 

sensitive ecoregions and the range of percentiles used in section 7.2.5 of the PA. The EPA relied on 

available alkalinity and ANC data to draw distinctions between sensitive and non-sensitive ecoregions. 

The EPA used its judgment in selecting the range of percentiles for sensitive and non-sensitive 

ecoregions, attempting to be neither over-protective nor under-protective of the set of waterbodies in 

each ecoregion.
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In general, the first set of commenters tends to treat all aspects of the AAI as subject to a high to 

very high degree of uncertainty. The EPA disagrees with this view, and instead views some parts of the 

AAI as based on more certain scientific information than others. For example, the EPA believes there is 

a solid scientific basis for the general framework of the AAI and for the relationship between ANC and 

effects on aquatic life. There is a strong basis for selection of ANC as an ecological indicator, for 

selection of NOy and SOx as ambient air indicators, for selection of the annual and 3- to 5-year 

averaging time frame, and for selection of the range of ANC and percentile of water bodies for 

consideration. Likewise, the EPA believes there is a solid scientific basis for selection of Omernik 

ecoregions as the geographic basis for development of the AAI F factors. The EPA believes that for 

many areas there is a strong basis for determining whether an ecoregion is acid sensitive or not acid 

sensitive, while recognizing there is some uncertainty in some areas as to which category the area should 

fall in. The EPA’s decision not to adopt an AAI-based standard at this time is not driven by uncertainty

in these elements of the AAI, but instead in the elements needed to derive the quantified F factors for 

ecoregions across the country and our ability to evaluate the representativeness of those F factors for an 

entire ecoregion. The greatest uncertainties concern the F1 and F2 factors, which relate to development 

of a single critical load to represent a specified percentile of all of the waterbodies in an ecoregion and 

development of the value for deposition of reduced nitrogen. In addition, there are also important and 

significant uncertainties related to development of the F3 and F4 factors, which concern the quantified 

relationship between ambient levels of NOy and SOx and deposition rates of nitrogen and sulfur. The 

bases for these uncertainties are discussed in more detail in sections III.A.5 above and are considered as 

well in section III.E below. Thus, while the EPA agrees in part with the first group of commenters, in 

general they paint with too broad a brush. The EPA’s decision is based instead on taking into account 

the areas where there is less scientific uncertainty as well as the areas where there remain significant 

scientific uncertainties. 
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In general, the second set of commenters does not contest the scientific evidence as discussed by 

the EPA or the scientific conclusions the EPA draws. They do not contest the existence of scientific 

uncertainty or the causes of it, and do not present scientific or technical arguments to contest the nature 

or magnitude of the uncertainty. Instead, they disagree with the conclusions or judgments to draw from 

the uncertainty. In the view of these commenters, the degree of uncertainty is low enough to warrant 

setting an AAI standard at this time. They disagree with the Administrator's policy judgment that the 

nature and magnitude of uncertainty is of such significance that it warrants not setting an AAI standard 

at this time. Their primary disagreement is with this judgment, not with the EPA’s underlying views on 

the science and its uncertainties. As discussed in the proposal and below, however, the Administrator's 

reasoned judgment is that it is not appropriate to establish an AAI-based secondary standard at this time.

The uncertainties discussed above prevent a reasoned understanding of the degree of protectiveness that 

would be afforded to various ecoregions across the country by a new standard defined in terms of a 

specific nationwide target ANC level and a specific percentile of water bodies for acid-sensitive 

ecoregions. Therefore, the Administrator is unable to identify an appropriate standard.

The EPA recognizes that the AAI equation, with factors quantified in the ranges discussed in 

section III.A above and described more fully in chapter 7 of the PA, generally performs well in 

identifying areas of the country that are sensitive to such acidifying deposition and indicates, as 

expected, that lower ambient levels of oxides of nitrogen and sulfur would lead to higher calculated AAI 

values (PA, chapter 7). However, the various uncertainties discussed above are critical for determining 

with any degree of confidence the actual degree of protection that would be afforded such areas by any

specific target ANC level and percentile of water bodies that would be chosen in setting a new AAIbased standard with quantified F factors, and thus for determining an appropriate AAI-based standard 

that meets the requirements of Section 109 of the CAA. The EPA recognizes that these limitations and 

uncertainties result in a high degree of uncertainty as to how well the quantified elements of the AAI 
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standard would predict the actual relationship between varying ambient concentrations of oxides of 

nitrogen and sulfur and steady-state ANC levels across the distribution of water bodies within the 

various ecoregions in the United States. Because of this, there is a high degree of uncertainty as to the 

actual degree of protectiveness that such a standard would provide, especially for acid-sensitive 

ecoregions.

With regard to comments that the EPA cannot lawfully reject a new AAI-based standard, the 

EPA disagrees with the second group of commenters that the Administrator is required to set an AAIbased standard at this time. Although the Administrator has concluded that the current secondary

standards are neither appropriate nor adequate to protect against potentially adverse deposition-related 

effects associated with ambient concentrations of oxides of nitrogen and sulfur, such a conclusion does 

not require the EPA to adopt a new NAAQS where the Administrator cannot reasonably judge that it 

would meet the criteria for a secondary NAAQS. 

The Administrator judges that the current limitations in relevant data and the uncertainties 

associated with specifying the elements of a new AAI-based NAAQS defined in terms of modeled 

factors are of such a significant nature and degree as to prevent her from reaching a reasoned decision as 

to what level and form (in terms of a selected percentile) of such a standard would provide any particular 

intended degree of protection of public welfare that the Administrator determined satisfied the 

requirements to set an appropriate standard under Section 109 of the CAA. As a result, the 

Administrator has determined that she cannot establish an AAI-based standard that is requisite to protect 

public welfare. The Administrator has made a similar judgment in deciding not to adopt new secondary

NAAQS in the form of 1-hour standards identical to the primary NO2 and SO2 standards, as discussed 

below. No other NAAQS revisions to address the effects of acid deposition associated with oxides of 

nitrogen and sulfur in the ambient air have been suggested or considered by the EPA, CASAC, or 
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commenters in this review.13 As such, all possible revisions to the secondary NAAQS to address the 

effects of acid deposition would involve adoption of new secondary standards that are judged by the 

Administrator to have such a high degree of uncertainty that she cannot make a reasoned decision that a 

new standard would satisfy the criteria of Section 109(b) of the CAA

Commenters have pointed to the requirement in Section 109(b)(2) of the CAA that any 

secondary NAAQS “must specify a level of air quality the attainment and maintenance of which ...is 

requisite to protect the public welfare from any know or anticipated adverse effects...” in support of the 

argument that the EPA must adopt a new standard that provides requisite protection, having concluded 

that the current secondary standards are not sufficient to protect against adverse effects. In considering 

this comment, the EPA has taken into account the statutory language, as well as the bases for the EPA’s 

conclusion that the current standards for oxides of nitrogen and sulfur are neither appropriate nor 

adequate to provide protection against potentially adverse deposition-related effects and the data and 

model uncertainties that limit our efforts to characterize the degree of protectiveness that would be 

afforded by either an AAI-based standard or a 1-hour standard. We have concluded that Section 109 of 

the CAA does not require the EPA to adopt a new secondary standard where, as here, in the reasoned 

judgment of the Administrator, the uncertainties associated with such a standard are of such significance

that they prevent her from determining whether or not such a NAAQS is requisite to protect public 

welfare. Section 109(b) of the CAA does not require the EPA to set a new standard under circumstances 

where the Administrator cannot reasonably judge that it would meet the criteria for a secondary

NAAQS. 

This is consistent with the decision by the Supreme Court in Massachusetts v. EPA, 549 U.S. 

497 (2007), which concerned the EPA’s authority under Section 202(a) of the CAA. There the Supreme 

 

13 No one has suggested that the EPA should revise the current 3-hour or annual secondary standards to 

address the effects of acidifying deposition associated with oxides of nitrogen and sulfur in the ambient 

air. All revisions under consideration have involved adopting new secondary NAAQS.
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Court determined that scientific uncertainty that “is so profound that it precludes the EPA from making a 

reasoned judgment” concerning endangerment to public health and welfare from air pollution would 

justify the EPA not making a finding on endangerment. Id at 534. The Court noted that “[t]he statutory

question is whether sufficient information exists to make” an endangerment finding. Id. In this review, 

the scientific uncertainty is of such a significant nature and degree that sufficient information does not 

exist for the EPA to make a reasoned judgment as to whether a new secondary standard addressing

aquatic acidification would satisfy the criteria of Section 109(b). As such, adding a new AAI secondary

standard at this time would not “be appropriate under [Section 109(b)].” CAA Section 109(d)(1).

The EPA recognizes and agrees with the comment from one environmental group that the EPA is 

not “foreclosed from setting a standard unless it can identify ...a ‘perfect’ standard level that is free 

from any noteworthy uncertainty.” However, that is not the situation in this rulemaking. The Agency has 

concluded that it would not be appropriate to promulgate a standard to address the public welfare effects 

of acidifying deposition where the remaining scientific uncertainties are of such significance that they

preclude the EPA from making a reasoned determination of the degree of protectiveness that would be 

afforded by such a standard. The EPA recognizes that as a result of not setting a new secondary standard

the current secondary standards continue in place and continue to be neither appropriate nor adequate to 

protect against potentially adverse deposition-related effects associated with ambient concentrations of 

oxides of nitrogen and sulfur. However, in the Administrator's view the proper response under the 

current circumstances is to continue to develop the scientific and technical basis for a future revision to 

the standards, and not to adopt at this time a new secondary standard that she cannot reasonably judge 

would comply with Section 109 of the CAA.

Further, the EPA agrees with both groups of commenters and CASAC that collecting further 

field data would be beneficial. A field pilot program is discussed in detail in section IV below. However, 
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the EPA disagrees with the first group of commenters’ assertions that these uncertainties should 

invalidate or preclude the further development of an AAI-based standard.

b. Comments on Specific Aspects of an AAI-based Approach 

This section discusses comments on the following four specific aspects of an AAI-based 

approach to setting a secondary standard for oxides of nitrogen and sulfur: (1) the inclusion of 

chemically reduced nitrogen (NHx), in addition to oxides of nitrogen, in the AAI equation; (2) whether 

such a standard would be appropriately construed as a national standard versus a regional standard; (3) 

whether such a standard would be appropriately construed as an ambient air quality standard versus a 

water quality standard, and (4) whether the EPA has authority under the CAA to set a multi-pollutant 

NAAQS.

(1) As described above in section III.A, the AAI equation contains a separate factor that accounts 

for the acidifying potential of NHx, in addition to the factor that accounts for the acidifying potential of 

oxides of nitrogen. Several industry commenters addressed this issue explicitly, with some expressing 

the view that NHx should be treated the same as NOx in the AAI, while others felt it should not be 

included at all in the AAI. Several commenters expressed the view that accounting for NHx in the AAI 

equation represents a de facto regulation of ammonia, which they assert is unlawful since reduced 

nitrogen is not a listed air pollutant under Section 108 of the CAA.

Other commenters, including environmental groups and governmental agency commenters, did 

not explicitly comment on the inclusion of NHx in the AAI equation; however several commenters made 

note of CASAC’s advice on this issue. CASAC advised that it is necessary to include a factor for NHx in 

the AAI equation, even though it is not a listed pollutant, since aquatic ecosystems respond to inputs of 

NHx to create acidity just like they do with inputs of NOx and SOx. 

The EPA has included NHx deposition explicitly as part of factor F2 in the AAI expression to 

account for the acidifying potential afforded by ammonia gas and ammonium ion. Inclusion of NHx
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deposition, in addition to deposition of oxides of nitrogen, is necessary to account for potential effects of 

all reactive nitrogen species which, in turn, allows for determining the contributions of oxides of N and 

S to aquatic acidification. This approach is consistent with the requirement in the CAA that where the 

state of the science provides a basis for considering such effects, the review of the air quality criteria for 

a pollutant should encompass the ways in which other air pollutants may interact with the criteria 

pollutant to produce adverse effects. See CAA Section 108(a)(2). In effect, the inclusion of NHx

deposition can be viewed as a necessary component consistent with our scientific understanding that 

links deposition of all nitrogen species to ecological effects.

The EPA recognizes that the NAAQS is established to address the pollutants oxides of nitrogen 

and oxides of sulfur. Consequently, the ambient concentrations of oxides of sulfur (as SOx) and nitrogen 

(as NOy) are accounted for separately from the deposition of NHx in the AAI equation, thus defining the 

standard specifically in terms of the acidifying potential of levels of oxides of nitrogen and sulfur in the 

ambient air. More specifically, compliance with an AAI-based standard would be based on using federal 

reference or equivalent monitoring methods to measure ambient concentrations of NOy and SOx to 

determine an area’s attainment status. Conversely, there would be no requirement to measure 

concentrations of NHx to determine compliance with an AAI-based standard. Rather, ecoregion-specific 

values of NHx deposition would be determined by modeling and would be specified by the EPA in 

conjunction with setting such a standard, and would not be a variable in the AAI equation as would SOx

and NOy. The contribution of reduced forms of nitrogen to total nitrogen deposition would represent an 

ecosystem-specific environmental factor that plays a necessary background role in characterizing the 

relationship between the measured, variable levels of the ambient air indicators of oxides of nitrogen and 

sulfur (NOy and SOx) and the associated degree of aquatic acidification. Section 108 requires the air 

quality criteria to evaluate to the extent practicable the variable factors such as atmospheric conditions 

that affect the impact of the ambient air pollutant (in this case oxides of nitrogen and sulfur) on the 
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public welfare. In this review, such variable factors include the deposition of reduced nitrogen in an 

ecoregion, as well as all of the other elements reflected in the factors F1 to F4, and the designation of an 

area as acid-sensitive or not acid-sensitive. Section 109 calls for the EPA to base the NAAQS on the air 

quality criteria, and accounting for the role of reduced nitrogen deposition in the AAI reflects this.

In considering this aspect of an AAI-based standard, the EPA took into account that in applying 

the AAI equation, all factors, including NHx deposition, would be updated as appropriate as part of the 

periodic reviews of the NAAQS, called for at five-year intervals by the CAA, to account for changing 

environmental conditions and new data. In determining an ecoregion’s status with regard to meeting a 

particular AAI-based standard, NHx deposition reflected in the F2 factor would be treated just as all of 

the other environmental terms – e.g. critical loads and transference ratios -- which influence factors F1, 

F3 and F4. To the extent that changes in NHx deposition occur from one review to the next, the 

ecoregion-specific F2 factors would be updated to reflect such changes. To the extent that NHx

deposition decreased from one review to the next, an AAI-based standard updated during a periodic 

review to reflect this change would allow for potentially higher levels of NOy and SOx that would meet a 

specific AAI-based standard; conversely, increased levels of NHx deposition would allow for potentially

lower levels of NOy and SOx. Meeting a specific AAI-based standard would only require that the 

combined levels of NOy and SOx be such that a calculated AAI value meet or exceed the AAI value set 

as the level of the standard. Consequently, while the contribution of NHx deposition would be accounted 

for, NHx emissions would not be regulated through the implementation of an AAI-based standard. NHx

deposition would be treated as an ecologically relevant background value that could be updated over 

time to reflect changes in circumstances, but accounting for such changes would not be required for 

purposes of determining compliance with an AAI-based standard. Thus, the incorporation of NHx in the 

AAI equation would not result in de facto regulation of NHx emissions.
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(2) Some commenters raised the issue of whether an AAI-based standard would be a national 

standard, as required by Section 109 of the CAA, or whether it is in essence a regional standard. One 

group of commenters (the Center for Biological Diversity and the National Park Service) generally 

expressed the view that an AAI-based standard would be a national standard, whereas another group, 

including industry commenters, asserted that an AAI-based standard would be a regional standard and 

thus not consistent with the requirements of the CAA.

The first group of commenters supported the use of a national ANC indicator, recognizing that 

an AAI approach would account for regional differences in sensitivity and relevant environmental 

factors while providing a nationally consistent degree of protection across sensitive ecoregions. For 

example, the National Park Service stated that the AAI approach provides a uniform level of protection 

to sensitive ecosystems while appropriately taking into account the variability in deposition, 

meteorology, and other relevant environmental factors across ecoregions.

The second group of commenters noted that application of the AAI equation in different areas of 

the country produced different allowable concentrations of NOy and SOx, asserting as a result that an 

AAI-based standard would be a regional standard. These commenters asserted that the EPA lacks 

authority under the CAA to set such a regional NAAQS. For example, UARG states that the AAI is 

applied differently in different regions of the country (e.g., sensitive vs. non-sensitive ecoregions). The 

Alliance of Automobile Manufacturers commented that both the EPA and Congress historically have 

decided that secondary national air quality standards are not an appropriate approach to address 

regionally variable welfare effects.

The EPA believes that a secondary NAAQS based on the AAI approach could be a national 

standard, consistent with the CAA. An AAI-based standard would apply all across the country. It would 

be defined in part by a single level of the AAI – that is, every part of the country would be expected to 

meet or exceed a specified AAI level. The scientific basis for setting a national AAI level is rooted in the 
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similarity between AAI and acid neutralizing capacity (ANC), which is a widely accepted ecological 

health indicator for aquatic acidification. The rationale underlying the use of ANC is that the ecosystem 

health reflected by an ANC value in one part of the country is generally similar to that in another 

location, irrespective of regional differences in biogeochemistry and atmospheric conditions. The EPA 

recognizes that allowable concentrations of the ambient air pollutant indicators for oxides of nitrogen 

and sulfur in the AAI equation can vary from one location to another and result in the same calculated 

AAI. The difference between an AAI-based standard and the existing primary standards is that the level 

of the standard is defined directly in terms of the measured ambient air pollutant indicator. That is, the 

health-based indicator and the measured ambient air indicator are based on the same chemical entity. In 

an AAI-based standard, the level of the standard, reflecting a nationally consistent degree of protection, 

would be defined in terms of an ecological indicator, ANC, and compliance would be determined based 

on concentrations of the ambient air indicators, NOy and SOx. From an ecosystem health perspective, it 

is most relevant to use the ecological indicator, ANC, to establish a single level that, in the context of an 

AAI, leads to a similar degree of protection across the country. The allowable levels of NOy and SOx

could vary across the country, while the specified AAI level and the corresponding degree of protection, 

would not. This would facilitate ensuring that such a NAAQS would provide sufficient protection, but 

not more than was necessary. It should be noted that in the 2006 PM NAAQS decision the EPA set a 

NAAQS that envisions variation in allowable ambient levels of certain kinds of PM. The EPA set a 

PM10 standard with a single numerical level, which then allowed varying levels of coarse PM, a subset 

of PM10. The PM10 standard was designed to allow lower levels of coarse PM in urban areas and higher 

levels of coarse PM in non-urban, rural areas. The EPA’s goal was to target protection at urban areas, 

where the evidence showed coarse particles presented a greater risk to public health. The single 

numerical standard for PM10 allowed variable levels of coarse PM, with higher allowable levels where 
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there was less evidence of risk and lower allowable levels where the evidence of risk was greater. This 

approach was upheld in American Farm Bur. Fed. v. EPA, 559 F.3d 512, 533- 536 (D.C. Cir. 2009).

In conjunction with consideration of an AAI-based standard, the EPA has recognized that the 

nation includes some relatively acid-sensitive and some relatively non-acid sensitive ecoregions. This 

delineation allows for an appropriate application of the AAI equation that increases its relevancy from a 

national perspective as it avoids creating more than requisite protection in areas that are not acid 

sensitive. The AAI equation and the selected level of such a standard would be applicable everywhere; 

however, factors in the AAI equation are appropriately dependent on the sensitive and non-sensitive 

ecoregion classification. Therefore, the delineation of sensitive and non-sensitive regions allows for a 

nationally consistent application of the AAI equation as it targets protection on those areas most likely to 

benefit from reductions in acidifying deposition of oxides of nitrogen and sulfur, and avoids more than 

requisite protection in areas that would not benefit from such reductions.

(3) Some commenters expressed the view that an AAI-based standard would essentially be a 

water quality standard, since it would use ANC, a water quality property, as the ecological indicator. For 

example, UARG expressed this view by noting that an AAI standard would be defined in terms of a 

single water quality level with multiple allowable air quality concentrations of oxides of nitrogen and 

sulfur.

The EPA notes that the AAI relates aquatic acidification to ambient air concentrations of oxides 

of nitrogen and sulfur. An AAI-based standard would be set at a level such that ambient air 

concentrations would not cause harmful acidification effects to water quality resources, which is within 

the scope of welfare effects that secondary NAAQS are to address (i.e., welfare effects include, but are 

not limited to, “effects on soils, water, ...”). Accordingly, while an AAI-based standard would address 

effects on water quality, it would do so by defining the allowable ambient air concentrations of oxides of 

nitrogen and sulfur that would provide appropriate protection against such effects. Compliance with 
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such a standard would be determined by measuring ambient air concentrations of NOy and SOx, not by

measuring the water quality property of ANC. The actual water quality of any body of water would not 

be used to determine compliance with the air quality standard, and no body of water would be 

considered in “non-compliance” with an AAI air quality standard. Thus, an AAI-based standard is 

appropriately construed as an air quality standard, not a water quality standard.

(4) Some commenters questioned whether the EPA has the authority to establish a NAAQS that 

jointly addresses ambient concentrations of oxides of nitrogen and oxides of sulfur. Pointing to language 

in Section 109(b)(2) that a NAAQS must address “adverse effects associated with the presence of such 

air pollutant in the ambient air,” these commenters took the position that the EPA may not allow for 

tradeoffs between two pollutants in setting a NAAQS. See Section109(b)(2)(emphasis added). These 

commenters suggest the NAAQS must be set for “such air pollutant” only. The EPA disagrees that the 

phrase “such air pollutant” in Section109(b)(2) would prohibit the Agency from setting a multi-pollutant 

NAAQS in the form of an AAI. When the Administrator sets a NAAQS, the standard must be “requisite 

to protect the public welfare from any known or anticipated adverse effects associated with the presence 

of such air pollutant.” CAA Section109(b)(2). Oxides of nitrogen and sulfur, pollutants for which the 

EPA has issued air quality criteria, both cause acidification of aquatic ecosystems, effects that could be 

considered adverse to public welfare. As such, acidifying deposition is a “known or anticipated adverse 

effect[] associated with the presence of [oxides of nitrogen] in the ambient air.” This known or 

anticipated adverse effect is also associated with the presence of oxides of sulfur in the ambient air. 

Given the scientific links between ambient air concentrations of oxides of nitrogen and sulfur, the 

related deposition of nitrogen and sulfur, and the associated ecological responses, the EPA appropriately

considered a multi-pollutant NAAQS in the form of an AAI to protect against the effects of acidifying 

deposition to aquatic ecosystems that took into account these linkages. Rather than limiting the EPA’s 

authority, the language cited by the commenters goes to the breadth of the EPA’s obligation and 
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authority to set standards to protect against “any known or anticipated adverse effects.” In addition, the 

NAAQS are to be based on the air quality criteria, which under Section 108 (a)(2) are required to 

consider the kind of multi-pollutant linkage evident in this review. The EPA does not read the language 

of Section 109(b) as prohibiting the Administrator from setting a multi-pollutant NAAQS such as the 

AAI where such an approach would be judged as the appropriate way to satisfy Section 109(b)’s 

requirements for each of the pollutants involved. 

2. Comments on 1-Hour NO2 and SO2 Secondary Standards

Comments received on the proposal related to setting new 1-hour NO2 and SO2 secondary

standards are addressed in this section. Most generally, there was broad and strong opposition to the 

EPA’s proposed decision to set 1-hour NO2 and SO2 secondary standards identical to the 1-hour NO2

and SO2 primary standards. For example, strong opposition to this proposed decision was expressed by a 

diverse set of commenters, including some environmental groups (e.g., Environmental Justice, the 

Adirondack Council) and industry groups (e.g., UARG, AAM, ASARCO, API, Portland Cement 

Association, Tri-State Generation and Transmission Association, Louisiana Chemical Association, East 

Kentucky Power Cooperative, FMMI, Rio Tinto), the U.S. Department of the Interior, and some states 

(e.g., NY, PA, TX). These commenters offered various arguments in support of their views that the 

proposed decision is unlawful, arbitrary, and not supported by the record of this rulemaking, as outlined 

below. One commenter (NC) supported setting secondary standards identical to the 1-hour NO2 and SO2

primary standards, while also supporting the EPA’s decision to take additional time to develop a multipollutant AAI-based secondary standard. Another commenter (SD) simply supported setting secondary

standards that are no more stringent than the primary standards.

In proposing the 1-hour secondary standards, the EPA recognized that such standards would not 

be ecologically relevant, but concluded that they would nonetheless “directionally provide some degree 

of additional protection” by reducing deposition to sensitive ecosystems. The EPA also noted that this 
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was consistent with the view that the current secondary standards are neither sufficiently protective nor 

appropriate in form, but that it is not appropriate to propose to set a new, ecologically relevant multipollutant secondary standard at this time.

In arguing that the proposed decision to set 1-hour NO2 and SO2 secondary standards identical to 

the 1-hour NO2 and SO2 primary standards is unlawful, commenters asserted that the EPA’s rationale is 

not consistent with the requirements of Section 109 of the CAA. Commenters argue that this rationale is 

not consistent with the CAA requirement that the EPA set secondary NAAQS that are “requisite to 

protect public welfare;” that is, a standard that is neither more nor less stringent than necessary for this 

purpose. More specifically, these commenters argue that a standard that is based solely on 

“directionally” improving the environment, without any evidence or judgment that it would provide 

“requisite” protection, is not consistent with the requirements of the CAA and is thus unlawful. Some 

commenters also note that the CAA requires that the EPA revise previously adopted NAAQS as 

“appropriate” to provide such protection. These commenters assert that since the EPA’s proposal 

concludes that the 1-hour NO2 and SO2 standards are not ecologically relevant to address depositionrelated effects on sensitive ecosystems, adding such standards cannot be considered to be an appropriate 

revision to the NAAQS for the purpose of addressing adverse ecological effects.

Commenters also raised a number of issues in support of their views that the proposed decision is 

arbitrary and unsupported by the available information in the record of this rulemaking. Some 

commenters noted that there is no evidence or analysis in the record that addresses the degree of 

protection that would likely be afforded by 1-hour NO2 and SO2 standards, and, further, that the EPA 

does not claim otherwise. In the absence of such information, commenters argue that the EPA cannot 

make a reasoned judgment as to what levels of such 1-hour NO2 and SO2 standards would be requisite to 

protect public welfare; in particular, some commenters emphasized that the EPA cannot demonstrate 

that such standards would not be more stringent than necessary to protect against adverse deposition-
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related effects to sensitive ecosystems. Thus, in the commenters’ view, any such 1-hour standards would 

be arbitrary.

One commenter also expressed the view that the EPA’s proposed decision to set new 1-hour NO2

and SO2 secondary standards is inconsistent with the reasoning the EPA used as a basis for proposing 

not to set a new ecologically relevant AAI-based secondary standard at this time. As summarized above, 

the EPA based its proposed decision not to set an AAI-based standard, which is expressly designed to 

address important differences in ecosystem sensitivities, in part on uncertainties and limitations in 

relevant information that were of such nature and degree as to prevent the Administrator from reaching a 

reasoned decision at this time as to what level and form of such a standard would provide a particular 

degree of protection. This commenter asserts that the proposed decision to set new 1-hour NO2 and SO2

secondary standards completely ignores such uncertainties inherent in 1-hour standards, which are not 

even structured to account for differences in ecosystem sensitivities. 

Some commenters asserted not only that the EPA has failed to provide any information on the 

degree of protection that would likely be afforded by the proposed 1-hour NO2 and SO2 standards, but 

that such an analysis cannot be done since there is no rational connection between any of the elements of 

the proposed 1-hour secondary standards – including the averaging time and level – and the ecological 

effects the proposed standards are intended to address. In particular, commenters noted that EPA has not 

presented any rational basis for concluding that standards designed to reduce human health risks 

associated with short-term peak concentrations of NO2 and SO2 have any connection whatsoever to 

addressing long-term deposition of oxides of nitrogen and sulfur and associated impacts on sensitive 

ecosystems.

Further, commenters argued that there is no evidence in the record that demonstrates the 

proposed 1-hour secondary standards would provide any environmental benefit. For example, 

commenters noted that such standards do not take into account ecosystem sensitivity; they may not 
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result in reductions to long-term deposition that is the relevant time frame for deposition-related effects 

on sensitive ecosystems; and they would not provide any benefit beyond that which might accrue from 

the identical primary standards that are already in effect. Some commenters have also noted that many 

other environmental regulations are already in place that will provide reductions in ambient oxides of 

nitrogen and sulfur, and that the EPA has not demonstrated that any additional reductions are needed to 

provide requisite protection.

The EPA agrees that the Agency has not presented evidence or analysis in the record that 

addresses the degree of protection that would likely be afforded by secondary standards set identical to 

the current 1-hour NO2 and SO2 primary standards. The EPA further agrees that such an analysis cannot 

reasonably be done in the absence of a demonstrable linkage between peak 1-hour average 

concentrations of NO2 and SO2 in the ambient air and the impact of deposition-related acidification 

associated with oxides of nitrogen and sulfur on sensitive aquatic ecosystems that the proposed 

standards were intended to address. As a result, the EPA agrees that there is no factual basis to make a 

reasoned judgment as to what levels of 1-hour NO2 and SO2 standards would provide a desired degree of 

protection of the public welfare, such that the EPA cannot demonstrate or judge that the proposed 

standards would not be more or less stringent than necessary to provide the desired degree of protection 

against potentially adverse deposition-related effects to sensitive ecosystems.

As to whether the proposed standards would provide any environmental benefit, it is the EPA’s 

view that it is reasonable to conclude that any standard that would lead to reductions in NO2 and SO2

emissions would likely result in some environmental benefit for some acid-sensitive areas. Nonetheless, 

the EPA recognizes that any such environmental benefit that would result from reductions in NO2 and 

SO2 emissions sufficient to attain the 1-hour standards cannot be specifically quantified or linked to 

reductions in aquatic acidification in specific ecoregions. In addition, unlike an AAI-based standard, the 
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1-hour standards would tend to provide more protection than is warranted in areas that are not acidsensitive.

Further, the EPA recognizes that any benefits that would accrue as a result of actions taken to 

meet the 2010 1-hour NO2 and SO2 primary standards will occur regardless of whether we adopt 

identical secondary standards. Thus, there is no additional environmental benefit to be gained by making 

the standards identical. The EPA does not agree, however, that the Agency needs to consider future 

reductions that may accrue from other environmental regulations in the context of reaching a judgment 

as to what NAAQS is requisite to protect public welfare.

The EPA notes that the strongly held view of the commenters with respect to the proposed 1-

hour standards is that the EPA should reject and not adopt a standard where there is not an adequate 

scientific or technical basis for judging the degree of protection which such a standard would provide. 

The EPA agrees with that general point. According to commenters, the 1-hour standards should be 

rejected because they do not have such a basis, and, as discussed below, the EPA agrees. This is 

consistent with the reasoning that the EPA has applied to consideration of an AAI-based standard, as 

discussed above in response to comments related to an AAI-based standard. As noted above, the 

limitations and uncertainties in the scientific and technical basis for developing a specific AAI-based 

standard result in a great degree of uncertainty as to how well the quantified elements of the AAI would 

predict the actual relationship between varying ambient concentrations of oxides of nitrogen and sulfur 

and steady-state ANC levels across the distribution of water bodies within the various ecoregions in the 

United States. Because of this, there is a high degree of uncertainty as to the actual degree of 

protectiveness that such a standard would provide, especially for acid-sensitive ecoregions. At this time, 

the Administrator judges that the uncertainties are of such a significant nature and degree that there is no 

reasoned way to choose a specific AAI-based standard, in terms of a specific nationwide target ANC 

level or percentile of water bodies that would appropriately account for the uncertainties, since neither 
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the direction nor the magnitude of change from the target level and percentile that would otherwise be 

chosen can reasonably be ascertained at this time.14

The EPA has also considered, in light of the public comments, whether it is necessary or 

appropriate under Section 109 of the CAA to make any revision to the current secondary standards for 

oxides of nitrogen and sulfur, having concluded that the current standards are neither adequate nor 

appropriate. As discussed above in section III.D.1.a, with regard to comments on the EPA’s proposed 

decision not to set a new multi-pollutant AAI-based standard at this time, some commenters argued that 

the EPA cannot lawfully use uncertainty as a basis to decline to set an ecologically relevant standard, 

having concluded that the current secondary standards are neither adequately protective nor appropriate 

to provide protection to ecosystems. In response, the EPA disagrees, stating that data limitations and 

uncertainties in key elements of a standard, which are of such significant nature and degree as to prevent 

the Administrator from reaching a reasoned decision as to what specific standard would be appropriate 

to provide requisite protection, are an appropriate basis for deciding not to set such a standard, even one 

that is of an ecologically relevant form. The EPA concludes that it is appropriate to apply the same 

reasoning in reaching a decision as to whether to set new 1-hour NO2 and SO2 secondary standards. In 

this case, the uncertainties are arguably even greater than with an AAI-based standard, since as noted 

above there is no demonstrable linkage between the elements of such standards and impacts on sensitive 

ecosystems that the standards would be intended to address.

E. Final Decisions on Alternative Secondary Standards for Oxides of Nitrogen and Sulfur

In considering the appropriateness of establishing a new multi-pollutant AAI-based standard to 

provide protection against potentially adverse deposition-related effects associated with oxides of 

 

14 Thus, as discussed above, EPA’s disagreement with commenters concerning adoption of an AAIbased standard at this time appears to stem from differing views on whether or not there is an adequate 

scientific or technical basis for judging the degree of protection which an AAI-based standard would 

afford. There does not appear to be a disagreement with the view that EPA should not adopt a standard 

absent such a scientific or technical basis.
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nitrogen and sulfur, or setting new secondary standards identical to the current 1-hour NO2 and SO2

primary standards, the Administrator took into account the information and conclusions in the ISA, 

REA, and PA, CASAC advice, and the views of public commenters. This consideration follows from 

her conclusion, discussed above in section II.D, that the existing NO2 and SO2 secondary standards are 

neither appropriate nor sufficiently protective for this purpose.

As an initial matter, the Administrator has again considered whether it is appropriate at this time 

to set a new multi-pollutant standard to provide protection against potentially adverse deposition-related 

effects associated with oxides of nitrogen and sulfur, with a structure that would better reflect the 

available science regarding acidifying deposition. In considering this, she recognizes that such a 

standard, for purposes of Section 109(b) and (d) of the CAA,15 must in her judgment be requisite to 

protect public welfare, such that it would be neither more nor less stringent that necessary for that 

purpose. In particular, she has focused on the new AAI-based standard developed in the PA and 

reviewed by CASAC, as discussed above in section III.A. In so doing, the Administrator has again 

considered the extent to which there is a scientific basis for development of such a standard, specifically

with regard to a standard that would provide protection from deposition-related aquatic acidification in 

sensitive aquatic ecosystems in areas across the country.

The Administrator notes that the ISA concludes that the available scientific evidence is sufficient 

to infer a causal relationship between acidifying deposition of nitrogen and sulfur in aquatic ecosystems, 

and that the deposition of oxides of nitrogen and sulfur both cause such acidification under current 

conditions in the United States. Further, the ISA concludes that there are well-established water quality

and biological indicators of aquatic acidification as well as well-established models that address

deposition, water quality, and effects on ecosystem biota, and that ecosystem sensitivity to acidification 

 

15 Section 109(d)(1) of the CAA requires that “...the Administrator shall complete a thorough 

review...and shall make such revisions in such criteria and standards and promulgate such new 

standards as may be appropriate under...subsection 109(b) of this section.” 
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varies across the country according to present and historic nitrogen and sulfur deposition as well as 

geologic, soil, vegetative, and hydrologic factors. In considering public comments on the relevant 

scientific evidence, the Administrator notes that some commenters agree with these conclusions in the 

ISA, whereas other commenters question the extent to which the scientific information provides 

evidence of well-established water quality and biological indicators of aquatic acidification and the 

extent to which relevant models appropriately account for important factors or have been adequately 

evaluated. The Administrator has carefully considered these comments and the Agency’s responses to 

these comments, as discussed above in section III.D. The Administrator also has considered the views of 

CASAC, including its general support for the conceptual framework of the AAI-based standard 

developed in the PA based on the assessments of the underlying scientific information in the ISA and 

REA.

Based on these considerations, the Administrator again concludes that the general structure of an 

AAI-based standard addresses the combined effects of deposition from oxides of nitrogen and sulfur by

characterizing the linkages between ambient concentrations, deposition, and aquatic acidification, and 

that it takes into account relevant variations in these linkages across the country. She recognizes that 

while such a standard clearly would be quite innovative and unique, the general structure of such a 

standard is nonetheless well-grounded in the science underlying the relationships between ambient 

concentrations of oxides of nitrogen and sulfur and the aquatic acidification related to deposition of 

nitrogen and sulfur associated with such ambient concentrations. Based on these considerations, the 

Administrator continues to agree with the conclusion in the PA, and supported by CASAC, that there is 

a strong scientific basis for continued development of a standard with the general structure presented in 

the PA. Further, the Administrator recognizes that the AAI equation, with factors quantified in the 

ranges discussed above and described more fully in the PA, generally performs well in identifying areas 
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of the country that are sensitive to such acidifying deposition and indicates, as expected, that lower 

ambient levels of oxides of nitrogen and sulfur directionally would lead to higher calculated AAI values.

Nonetheless, while the Administrator recognizes the strong scientific foundation for the general 

structure of an AAI-based standard, she also recognizes that a specific AAI-based standard would 

depend to a great degree on atmospheric and ecological modeling, in combination with appropriate data, 

to specify the quantified terms of an equation that incorporates the linkages between ambient 

concentrations, deposition, and aquatic acidification. This equation, which defines an aquatic 

acidification index (AAI), has the effect of translating spatially variable ambient concentrations and 

ecological effects into a potential national standard.

With respect to establishing the specific terms of this equation, there are a number of important 

and significant uncertainties and complexities that are critical to the question of whether it is appropriate 

under Section 109 of the CAA to set a specific AAI-based standard at this time, recognizing that such a 

standard must be one that in the judgment of the Administrator is requisite to protect public welfare 

without being either more or less stringent than necessary for this purpose. As discussed above in 

section III.A, these uncertainties and complexities generally relate not to the structure of the standard, 

but to the quantification of the various elements of the standard, i.e., the F factors, and their 

representativeness at an ecoregion scale. These uncertainties and complexities, which are unique to this 

NAAQS review, currently preclude the characterization of the degree of protectiveness that would be 

afforded by such a standard, within the ranges of levels and forms identified in the PA, and the 

representativeness of F factors in the AAI equation described above and in the PA. These uncertainties 

have been generally categorized as limitations in available field data as well as uncertainties that are 

related to reliance on the application of ecological and atmospheric modeling at the ecoregion scale to 

specify the various elements of the AAI. 
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With regard to data limitations, the Administrator observes that there are several key limitations 

in the available data upon which elements of the AAI are based. For example, while ambient 

measurements of NOy are made as part of a national monitoring network, the monitors are not located in 

locations that have been determined to be representative of sensitive aquatic ecosystems or individual 

ecoregions. Further, while air and water quality data are generally available in areas in the eastern 

United States, there is relatively sparse coverage in mountainous western areas where a number of 

sensitive aquatic ecosystems are located. Even in areas where relevant data are available, small sample 

sizes in some areas impede efforts to characterize the representativeness of the available data at an 

ecoregion scale, which was noted by CASAC and some commenters as being of particular concern. 

Also, measurements of reduced forms of nitrogen are available from only a small number of monitoring 

sites, and emission inventories for reduced forms of nitrogen used in atmospheric modeling are subject 

to considerable uncertainty.

With regard to uncertainties related to the use of ecological and atmospheric modeling, the 

Administrator notes in particular that model results are difficult to evaluate due to a lack of relevant 

observational data. For example, large uncertainties are introduced by a lack of data to inform the 

necessary inputs to critical load models that are the basis for factor F1 in the AAI equation. Also, 

observational data are not generally available to evaluate the modeled relationships between nitrogen 

and sulfur in the ambient air and associated deposition, which are the basis for the other factors (i.e., F2, 

F3, and F4) in the AAI equation.

Taking into account the above considerations, the Administrator recognizes that characterization 

of the uncertainties in the AAI equation as a whole represents a unique challenge in this review 

primarily as a result of the complexity in the structure of an AAI-based standard. In this case, the very

nature of some of the uncertainties is fundamentally different than uncertainties that have been relevant 

in other NAAQS reviews. She notes, for example, some of the uncertainties uniquely associated with the 
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quantification of various elements of the AAI result from limitations in the extent to which ecological 

and atmospheric models, which have not been used to define other NAAQS, have been evaluated. 

Another important type of uncertainty relates to limitations in the extent to which the representativeness 

of various factors can be determined at an ecoregion scale, which has not been a consideration in other 

NAAQS.

In combination, these limitations and uncertainties are of such a nature and degree as to result in 

a high degree of uncertainty as to how well the quantified elements of the AAI standard would predict 

the actual relationship between varying ambient concentrations of oxides of nitrogen and sulfur and 

steady-state ANC levels across the distribution of water bodies within the various ecoregions in the 

United States. Because of this, the EPA cannot reasonably characterize the actual degree of 

protectiveness that such a standard would provide, especially for acid-sensitive ecoregions. The 

uncertainties discussed here are critical for determining the actual degree of protection that would be 

afforded such areas by any specific target ANC level and percentile of water bodies that would be 

chosen in setting a new AAI-based standard, and thus for determining an appropriate AAI-based 

standard that meets the requirements of Section 109 of the CAA.

In considering these uncertainties in light of CASAC’s advice, the Administrator notes that 

CASAC acknowledged that important uncertainties remain that would benefit from further study and 

data collection efforts, which might lead to potential revisions or modifications to the form of the 

standard developed in the PA. She also notes that CASAC encouraged the Agency to engage in future 

monitoring and model evaluation efforts to help inform the specification of model-derived elements in 

the AAI equation. CASAC supported the view in the PA that there was a scientific basis for 

consideration of an AAI, and that is what the Administrator has done in that she has fully considered an 

AAI-based standard. However, CASAC did not indicate that there was such a degree of scientific 

support for quantifying the terms of the AAI equation and setting a specific AAI-based standard at this 
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time that it would be inappropriate to consider not setting an AAI-based standard in this review in light 

of the uncertainties that CASAC itself recognized.

Further, in considering these uncertainties in light of the public comments discussed above, the 

Administrator notes that these uncertainties and limitations have been highlighted by a number of public 

commenters in support of their view that it would be inappropriate to establish an AAI-based standard at 

this time. Other commenters, however, noted that NAAQS decisions are always made in the face of 

uncertainties, and expressed the view that the uncertainties in this NAAQS review are not so great as to 

preclude establishing such a standard at this time.

The Administrator agrees with the commenters that note that NAAQS decisions are always made 

in the face of uncertainties, since the latest available scientific information upon which NAAQS are to 

be based is often at the leading edge of research. Thus, the EPA Administrator must always consider 

uncertainties in scientific and other information in reaching decisions on whether to retain or revise an 

existing NAAQS or to adopt a new NAAQS. As a result, it is clear that the existence of scientific 

uncertainty does not preclude adoption of a new or revised NAAQS. The issue here, however, is not 

whether uncertainty exists, but whether it is of such a significant nature and magnitude that it warrants 

not adopting an AAI-based standard at this time. In that context, the Administrator recognizes that the 

AAI-based standard considered in this review is by far the most complex form of a NAAQS standard 

that the EPA has considered, to date, and that this is the first review in which the scientific and technical 

details of an AAI-based standard have been developed for consideration. This review has served to bring 

into focus for the first time the nature and degree of the uncertainties associated with quantifying the 

specific factors in the equation that defines the AAI. Thus, in this review, the Administrator must newly

consider not only the scientific basis for the conceptual framework of such a standard, but also the extent 

to which the available data, models, and analyses provide a reasoned basis to choose a specific AAIbased standard consistent with the requirements of Section 109 of the CAA.
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The nature of the uncertainties present in this review, and the implications of those uncertainties 

for reaching a reasoned decision as to whether an AAI-based NAAQS could be set consistent with the 

requirements of section 109(b), are in sharp contrast to the nature of uncertainties present in other 

NAAQS reviews. In other NAAQS reviews, studies are generally available directly linking ambient air 

concentrations of the pollutant to evidence of effects on public health or welfare. For example, in 

reviewing a health-based primary NAAQS the EPA typically considers a wide range of clinical, 

epidemiologic, toxicologic, and other studies that evaluate the relationship between direct exposure to an 

ambient air pollutant and human health. The EPA also often considers laboratory or field studies or 

surveys that evaluate and characterize the relationship between ambient levels of an air pollutant and 

welfare effects, such as effects of the ambient air pollutant on the growth of plants or on injury to plants.

These kinds of scientific studies have provided a reasoned basis in other reviews for the selection of an 

appropriate level and form of a standard, with the EPA taking into account the nature and degree of 

uncertainties, for example, in the relationships between varying ambient air concentrations and the 

impact on human health or the environment.

Further, the uncertainties present in the evidence available for other NAAQS reviews have not 

been of such a significant nature that they have precluded a reasoned assessment of the degree of 

protectiveness that would likely be afforded by specific alternative standards under consideration. In this 

case, however, unlike in other NAAQS reviews, multi-pollutant and multi-media pathways of exposure 

must be considered, and characterized in terms of an equation with several factors, where the values of 

those factors vary from ecoregion to ecoregion. The quantification of these factors must be based on the 

use of ecological and atmospheric modeling at an ecoregion scale. Further, the appropriateness of these

factors depends upon analyses that could be used to determine the representativeness of the data at an 

ecoregion level. These circumstances, which are unique to this review, result in such large uncertainties 
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at this time that in the aggregate they preclude the development of a reasoned assessment of the degree 

of protectiveness that specific alternative AAI-based standards would provide. 

Based on the above considerations, the Administrator has determined that at this time it is not 

appropriate under Section 109 of the CAA to set a new multi-pollutant standard to address depositionrelated effects of oxides of nitrogen and sulfur on aquatic acidification. As the Administrator noted in 

the proposal, setting a NAAQS properly involves consideration of the degree of uncertainties in the 

science and other information, such as gaps in the relevant data and, in this case, limitations in the 

evaluation of the application of relevant ecological and atmospheric models at an ecoregion scale. As 

noted above, the issue here is not a question of uncertainties about the scientific soundness of the 

structure of the AAI, but instead uncertainties in the quantification and representativeness of the 

elements of the AAI as they vary in ecoregions across the country. At present, in the Administrator’s 

judgment, the unique uncertainties present in this review are of such significance that they preclude a 

reasoned understanding of the degree of protectiveness that would be afforded to various ecoregions 

across the country by a new standard defined in terms of a specific nationwide target ANC level and a 

specific percentile of water bodies for acid-sensitive ecoregions, together with an AAI defined in terms 

of ecoregion-specific F factors. The Administrator has considered whether these uncertainties could be 

appropriately accounted for by choosing either a more or less protective target ANC level and percentile 

of water bodies than would otherwise be chosen if the uncertainties did not prevent a reasoned judgment 

on the quantification of the AAI factors. However, in the Administrator’s judgment, the uncertainties are 

of such a significant nature and degree that there is no reasoned way to choose such a specific 

nationwide target ANC level or percentile of water bodies that would appropriately account for the 

uncertainties, since neither the direction nor the magnitude of change from the target level and percentile 

that would otherwise be chosen can reasonably be ascertained at this time. 
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Based on the above considerations, the Administrator judges that the current limitations in 

relevant data and the uncertainties associated with specifying the elements of the AAI are of such nature 

and degree as to prevent her from reaching a reasoned judgment as to what level and form (in terms of a 

selected percentile) of an AAI-based standard would provide the degree of protection that the 

Administrator determined was requisite. While acknowledging that CASAC supported consideration of 

moving forward to establish the standard developed in the PA at this time, the Administrator also 

observes that CASAC supported conducting further field studies that would better inform the continued 

development or modification of such a standard. Given the current high degree of uncertainties and the 

large complexities inherent in quantifying the elements of such a standard, largely deriving from the 

nature of the standard under consideration for the first time in this review, and having fully considered 

CASAC’s advice and public comments, the Administrator concludes that it would be premature and not 

appropriate to set a new, multi-pollutant AAI-based secondary standard for oxides of nitrogen and sulfur 

at this time.

While the Administrator has concluded that it is not appropriate to set such a multi-pollutant 

standard at this time, she has determined that the Agency should undertake a field pilot program to 

gather additional data, and that it is appropriate that such a program be undertaken before, rather than 

after, reaching a decision to set such a standard. As described below in section IV, the purpose of the 

program is to collect and analyze data so as to enhance our understanding of the degree of protectiveness 

that would likely be afforded by a standard based on the AAI as developed in the PA. This will provide 

additional information to aid the Agency in considering an appropriate multi-pollutant standard in future 

reviews, specifically with respect to the acidifying effects of deposition of oxides of nitrogen and sulfur. 

Data generated by this field program will also support development of an appropriate monitoring 

network that would work in concert with such a standard to result in the intended degree of protection. 

The information generated during the field program can also be used to help state agencies and the EPA 
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better understand how an AAI-based standard would work in terms of the implementation of such a 

standard.

While not a basis for this decision, the Administrator also recognizes, as she did at the time of 

the proposal, that a new, innovative AAI-based standard would raise significant implementation issues 

that would need to be addressed consistent with the CAA requirements for implementation-related 

actions following the setting of a new NAAQS. It will take time to address these issues, during which 

the Agency will be conducting a field pilot program to gather relevant data and the environment will 

benefit from reductions in oxides of nitrogen and sulfur resulting from the new NO2 and SO2 primary

standards, as noted above, as well as reductions expected to be achieved from the EPA’s Cross-State Air 

Pollution Rule and Mercury and Air Toxics standards. These implementation-related issues are 

discussed in more detail below in section IV.A.5.

The Administrator has also reconsidered whether it is appropriate at this time to set new 

secondary standards identical to the current 1-hour NO2 and SO2 primary standards. In the proposal, the 

Administrator recognized that the new NO2 and SO2 primary 1-hour standards set in 2010 were not 

ecologically relevant for a secondary standard to address deposition-related effects associated with 

oxides of nitrogen and sulfur. Nonetheless, the Administrator proposed to set new secondary standards 

identical to the 1-hour NO2 and SO2 primary standards on the basis that they would directionally provide 

some degree of additional protection. At that time, the Administrator reasoned that setting such 

standards would be consistent with her conclusions that the current NO2 and SO2 secondary standards 

are neither sufficiently protective nor appropriate in form, and that it is not appropriate to set a new, 

ecologically relevant multi-pollutant secondary standard at this time.

In reconsidering this proposal, the Administrator first notes that although the ISA, REA, and PA 

did not directly consider secondary standards set identical to the 1-hour NO2 and SO2 primary standards, 

the information and conclusions in those documents provide strong support for the judgment that such 
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short-term, peak standards are not ecologically relevant to address deposition-related effects associated 

with long-term deposition from ambient concentrations of oxides of nitrogen and sulfur. The 

Administrator notes that commenters on this aspect of the proposal broadly and strongly supported this 

view. The Administrator also recognizes that the Agency has not presented in these documents or 

elsewhere any analysis of the degree of protectiveness that would likely be afforded by such standards 

with regard to deposition-related effects in general or aquatic acidification effects in particular. She also 

recognizes, as discussed above in response to comments on this issue, that such an analysis cannot be 

done since there is no demonstrable linkage between 1-hour average concentrations of NO2 and SO2 in 

the ambient air and the impact of longer-term deposition-related acidification associated with oxides of 

nitrogen and sulfur on sensitive aquatic ecosystems that the proposed standards were intended to 

address. As a result, as in the case of an AAI-based standard as discussed above, the Administrator 

concludes that there is no basis to make a reasoned judgment as to what levels of 1-hour NO2 and SO2

standards would be requisite to protect public welfare, such that the EPA cannot demonstrate a reasoned 

basis for judging that the proposed standards would be sufficient but not more stringent than necessary

to protect against adverse deposition-related effects to sensitive ecosystems.

With regard to considering the views of CASAC, the Administrator notes that the PA did not 

discuss the alternative of setting secondary standards that are identical to the 1-hour NO2 and SO2

primary standards. As a consequence, this alternative was not presented for consideration by CASAC 

and therefore CASAC has not expressed its views on this alternative set of standards.

In light of the above considerations, and taking into consideration public comments, the 

Administrator has further considered whether it is necessary or appropriate under Section 109 of the 

CAA to set such 1-hour NO2 and SO2 secondary standards, having concluded that the current NO2 and 

SO2 secondary standards are neither adequate nor appropriate to address potentially adverse depositionrelated effects on sensitive ecosystems associated with oxides of nitrogen and sulfur. In reaching this 
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decision, the Administrator concludes that it is appropriate to apply the same reasoning as she did in 

reaching the decision that it is premature and not appropriate under Section 109(b) to set a new AAIbased standard at this time. In considering such 1-hour standards, the Administrator judges that the 

uncertainties are likely even greater than with an AAI-based standard, since as noted above there is no 

demonstrable linkage between the elements of such standards and impacts on sensitive ecosystems that 

the standards would be intended to address. In addition, with respect to areas that are not acid sensitive, 

and unlike an AAI standard, it is likely that the proposed 1-hour standards directionally would provide 

more protection than is warranted. Therefore, the Administrator now concludes that it is neither 

necessary nor appropriate to set 1-hour NO2 and SO2 secondary standards, since in her judgment setting 

such standards cannot reasonably be judged to provide requisite protection of public welfare.

In summary, for the reasons discussed above, and taking into account information and 

assessments presented in the ISA, REA, and PA, the advice and recommendations of CASAC, and the 

public comments on the proposal, the Administrator has decided that it is not appropriate under Section 

109(b) to set any new secondary standards at this time to address potentially adverse deposition-related 

effects associated with oxides of nitrogen and sulfur. Further, as discussed above in section II.D, she has 

also decided to retain the current NO2 and SO2 secondary standards to address direct effects of gaseous

NO2 and SO2 on vegetation. Thus, taken together, the Administrator has decided to retain and not revise 

the current NO2 and SO2 secondary standards. Specifically these secondary standards include an NO2

standard set at a level of 0.053 ppm, annual arithmetic average, and an SO2 standard set at a level of 0.5 

ppm, 3-hour average, not to be exceeded more than once per year.

IV. Field Pilot Program and Ambient Monitoring 

This section discusses elements of a field pilot program and the evaluation of monitoring 

methods for ambient air indicators of NOy and SOx that could be conducted to implement the 

Administrator’s decision to undertake such a field monitoring program in conjunction with her decision 
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not to set a new multi-pollutant secondary standard in this review, as discussed above in section III.E.

The PA included considerations related to monitoring methods and network design that could support an 

AAI-based standard, which were reviewed by the CASAC Ambient Monitoring Methods Subcommittee 

(AMMS) (Russell and Samet, 2011b). As discussed below, the CASAC AMMS supported the approach 

of basing a potential future air monitoring network on the existing Clean Air Status and Trends Network 

(CASTNET) program. In addition, the CASAC AMMS supported the use of the CASTNET filter packs 

(CFPs) as appropriate methods to measure the oxides of sulfur indictor, SOx, and the use of 

commercially available NOy instruments to measure the oxides of nitrogen indicator, NOy. CASAC 

AMMS also supported the inclusion of complementary measurements in any future field monitoring 

program that would support the evaluation of the monitoring methods and air quality models upon 

which the AAI developed in the PA was based.

Section IV.A below outlines the objectives, scope, and key elements of the field pilot program as 

presented in the proposal and section IV.B summarizes the EPA’s proposed approach to evaluating 

monitoring methods. These approaches reflect consideration of the advice of the CASAC AMMS. 

Public comments on the field pilot program and evaluation of monitor methods are discussed below in 

section IV.C. These comments have been helpful in shaping the process that the EPA is now 

undertaking to develop the field pilot program and monitoring methods evaluation.

The following sections provide insight into the EPA’s current ideas about what could be 

incorporated into the pilot program, but the EPA has not made any final decisions on what will be 

included. These ideas will be discussed further in a draft white paper to be made available later this year 

for public comment. The draft white paper will present more detailed plans for the field pilot program 

and monitoring methods evaluation. The draft white paper is intended to serve as both a draft work plan 

and a vehicle for continued input from outside interests. Taking into consideration comments received 

on the draft white paper, the EPA will prepare a final white paper that will serve as a program 
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management and communication document to facilitate engagement with interested stakeholders and 

convey the EPA’s final plans.

A. Overview of Proposed Field Pilot Program

As discussed in the proposal, the primary goal of this field pilot program, and the related monitoring 

methods evaluation summarized below in section IV.B, is to enhance our understanding of the degree of 

protectiveness that would likely be afforded by a standard based on the AAI, as described above in 

section III.A. This program is intended to aid the Agency in considering in future reviews an appropriate 

multi-pollutant standard that would be requisite to protect public welfare consistent with Section 109 of 

the CAA, through the following objectives:

(1) evaluate measurement methods for the ambient air indicators of NOy and SOx and consider 

designation of such methods as Federal Reference Methods (FRMs);

(2) examine the variability and improve characterization of concentration and deposition patterns of 

NOy and SOx, as well as reduced forms of nitrogen, within and across a number of sensitive 

ecoregions across the country;

(3) develop updated ecoregion-specific factors (i.e., F1 through F4) for the AAI equation based in part 

on new observed air quality data within the sample ecoregions as well as on updated nationwide air 

quality model results and expanded critical load data bases, and explore alternative approaches for 

developing such representative factors;

(4) calculate ecoregion-specific AAI values using observed NOy and SOx data and updated ecoregionspecific factors to examine the extent to which the sample ecoregions would meet a set of alternative 

AAI-based standards;

(5) develop air monitoring network design criteria for an AAI-based standard;

(6) assess the use of total nitrate measurements as a potential alternative indicator for NOy;
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(7) support related longer-term research efforts, including enhancements to and evaluation of modeled 

dry deposition algorithms; and

(8) facilitate stakeholder engagement in addressing implementation issues associated with possible 

future adoption of an AAI-based standard.

The EPA proposed to use CASTNET sites (Figure IV-1) in selected acid-sensitive ecoregions to 

serve as the platform for this pilot program, potentially starting in late 2012 and extending through 2018. 

The CASTNET sites in three to five acid-sensitive ecoregions would collect NOy and SOx (i.e., SO2 and

p-SO4) measurements over a 5-year period. The initial step in developing a data base of observed 

ambient air indicators for oxides of nitrogen and sulfur requires the addition of NOy samplers at the pilot 

study sites so that a full complement of indicator measurements are available to calculate AAI values. 

These CASTNET sites would also be used to make supplemental observations useful for evaluation of 

CMAQ’s characterization of factors F2 –F4 in the AAI equation.

The selected ecoregions would account for geographic variability by including regions from 

across the United States, including the east, upper midwest, and west. Each selected ecoregion would 

have at least two existing CASTNET sites.
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Figure IV-1. Location of CASTNET sites in relation to acid sensitive ecoregions. 

Over the course of this 5-year pilot program, the most current national air quality modeling, 

based on the most current national emissions inventory, would be used to develop an updated set of F2 –

F4 factors. A parallel multi-agency national critical load data base development effort would be used as 

the basis for calculating updated F1 factors. As discussed above in section III.A, these factors would be 

based on average parameter values across an ecoregion. Using this new set of F factors, observations of 

NOy and SOx derived from the field pilot program, averaged across each ecoregion, would be used to 

calculate AAI values in the sample ecoregions. The data from the field pilot program would also be used 

to examine alternative approaches to generating representative air quality values, such as examining the 

appropriateness of spatial averaging in areas of high spatial variability.
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Beyond this basic overview of the field pilot program, the following sections highlight 

complementary measurements that may be performed as part of the program (section IV.A.1), 

complementary areas of related research (section IV.A.2), a discussion of implementation challenges 

that would be addressed during the course of the field pilot program (section IV.A.3), and plans for 

program development and stakeholder participation (section IV.A.4).

1. Complementary Measurements

Complementary measurements may be performed at some sites in the pilot network to reduce 

uncertainties in the recommended methods for measuring ambient oxides of nitrogen and sulfur and to

better characterize model performance and application to the AAI. The CASAC AMMS advised the 

EPA that such supplemental measurements were of critical importance in a field measurement program 

related to an AAI-based standard (Russell and Samet, 2011b).

Candidate complementary measurements to address sulfur, in addition to those provided by 

CFPs, include trace gas continuous SO2 and speciated PM2.5 measurements. The co-located deployment 

of a continuous SO2 analyzer with the CFP for SO2 will provide test data for determining suitability of 

continuous SO2 measurements as a Federal Equivalent Method (FEM) for an AAI-based standard, as 

well as producing valuable time-series data for model evaluation purposes. The weekly averaging time 

provided by the CFP adequately addresses the annual-average basis of an AAI-based secondary

standard, but would not be applicable to short-term (i.e., 1-hour) averages associated with the primary

SO2 standard. Conversely, because of the relatively low SO2 concentrations associated with many acidsensitive ecoregions, existing SO2 FRMs designated for use in determining compliance with the primary

standard, which typically are used in higher concentration environments, would not necessarily be 

appropriate for use in conjunction with an AAI-based secondary standard.

Co-locating the PM2.5 sampler used in the EPA Chemical Speciation Network and the 

Interagency Monitoring of Protected Visual Environments (IMPROVE) network at pilot network sites 
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would allow for characterizing the relationship between the CFP-derived p-SO4 and the speciation 

samplers used throughout the state and local air quality networks. The EPA notes that CASTNET 

already has several co-located IMPROVE chemical speciation samplers. Because the AAI equation is 

based in part on the concentration of p-SO4, the original motivation for capturing all particle size 

fractions is not as important relative to simply capturing the concentration of total p-SO4. 

Candidate measurements to complement oxidized nitrogen measurements, in addition to the 

CFP, include a mix of continuous and periodic sampling for the dominant NOy species, namely NO, 

directly measured NO2, PAN, HNO3, and particulate nitrate, p-NO3. The CASAC AMMS (Russell and 

Samet, 2011b) recommended that the EPA consider the use of total nitrate (t-NO3) obtained from 

CASTNET sampling as an indicator for NOy, reasoning that t-NO3 is typically a significant fraction of 

deposited oxidized nitrogen in rural environments and CASTNET measurements are widely available.

Collection of these data would support further consideration of using the CFP for t-NO3 as the indicator 

of oxides of nitrogen for use in an AAI-based secondary standard. 

The CASAC AMMS also recommended that total NHx (NH3 and particulate ammonium (pNH4)) be considered as a proxy for reduced nitrogen species, reasoning that the subsequent partitioning 

to NH3 and p-NH4 may be estimated using equilibrium chemistry calculations. Reduced nitrogen 

measurements are used to evaluate air quality modeling that is used in generating factor F2. Additional 

studies are needed to determine the applicability of NHx measurements and calculated values of NH3

and ammonium (NH4) to the AAI.

The additional supplemental measurements of speciated NOy, continuous SO2 and NHx will be 

used in future air quality modeling evaluation efforts. Because there often is significant lag in the 

availability of contemporary emissions data to drive air quality modeling, the complete use of these data 

sets will extend beyond the 5-year collection period of the pilot program. Consequently, the immediate 

application of those data will address instrument performance comparisons that explore the feasibility of 
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using continuous SO2 instruments in rural environments, and using the speciated NOy data to assess NOy

instrument performance. Although contemporary air quality modeling will lag behind measurement data 

availability, the observations can be used in deposition models to compare observed transference ratios 

with the previously calculated transference ratios to test temporal stability of the ratios.

An extended water quality sampling effort that would parallel the air quality measurement 

program would help to address some of the uncertainties related to factor F1 and the representativeness 

of the nth percentile critical load, as discussed in section III.B.5.b.i of the proposal. The objective of the 

water quality sampling would be to develop a larger data base of critical loads in each of the pilot 

ecoregions such that the nth percentile can adequately be characterized in terms of representing all water 

bodies. Opportunities to leverage and perhaps enhance existing ecosystem modeling efforts enabling 

more advanced critical load modeling and improved methods to estimate base cation production could 

be pursued. For example, areas with ongoing research studies producing data for dynamic critical load 

modeling could be considered when selecting the pilot ecoregions.

2. Complementary Areas of Research

The EPA recognizes that a source of uncertainty in an AAI-based secondary standard that would 

not be directly addressed in the pilot program stems from the uncertainty in the model used to link 

atmospheric concentrations to dry deposition fluxes. Currently, there are no ongoing direct dry

deposition measurement studies at CASTNET sites that can be used to evaluate modeled results. It was 

strongly recommended by CASAC AMMS that a comprehensive sampling-intensive study be conducted 

in at least one, preferably two sites in different ecoregions to assess characterization of dry deposition of 

sulfur and nitrogen. These sites would be the same as those for the complementary measurements 

described above, but they would afford an opportunity to also complement dry deposition process 

research that benefits from the ambient air measurements collected in the pilot program. The concerns 
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regarding uncertainties underlying an AAI-based secondary standard suggest that research that includes

dry deposition measurements and evaluation of dry deposition models would be a high priority.

Similar leveraging could be pursued with respect to ecosystem research activities. For example, 

studies that capture a suite of soil, vegetation, hydrological, and water quality properties that can help 

evaluate more advanced critical load models would complement the atmospheric-based pilot program. 

In concept, such studies could provide the infrastructure for true multi-pollutant, multimedia “super” 

sites assuming the planning, coordination, and resource facets can be aligned. While this discussion 

emphasizes the opportunity of leveraging ongoing research efforts, consideration could be given to 

explicitly including related research components directly in the pilot program.

3. Implementation Challenges

The CAA requires that once a NAAQS is established, designation and implementation must 

move forward. With a standard as innovative as the AAI-based standard considered in this review, the 

Administrator believes that should such a standard be adopted in the future, its success would be greatly

improved if, while additional data are being collected to reduce the uncertainties discussed above, the 

implementing agencies and other stakeholders have an opportunity to discuss and thoroughly understand 

how such a standard would work. And since, as noted above, emissions reductions that are directionally

correct to reduce aquatic acidification will be occurring as a result of other CAA programs, the 

Administrator believes that this period of further discussion will enable agencies to implement a multipollutant standard to address aquatic acidification if one is adopted in a future review.

Consideration of an AAI-based secondary standard for oxides of nitrogen and sulfur would 

present significant implementation challenges because it involves multiple, regionally-dispersed 

pollutants and relatively complex compliance determinations based on regionally variable levels of NOy

and SOx concentrations that would be necessary to achieve a national ANC target. The anticipated 

implementation challenges fall into three main categories: monitoring and compliance determinations 
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for area designations, pre-construction permit application analyses of individual source impacts, and 

State Implementation Plan (SIP) development. Several overarching implementation questions that we 

anticipate will be addressed in parallel with the field pilot program’s five-year data collection period 

include: 

(1) What are the appropriate monitoring network density and siting requirements to support a 

compliance system based on ecoregions? 

(2) Given the unique spatial nature of the secondary standard (e.g., ecoregions), what are the appropriate 

parameters for establishing nonattainment areas?

(3) How can new or modified major sources of oxides of nitrogen and oxides of sulfur emissions assess 

their ambient impacts on the standard and demonstrate that they are not causing or contributing to a 

violation of the NAAQS for preconstruction permitting? To what extent does the fact that a single 

source may be impacting multiple areas, with different acid sensitivities and variable levels of NOy

and SOx concentrations that would be necessary to achieve a national ANC target, complicate this 

assessment and how can these additional complexities best be addressed?

(4) What additional tools, information, and planning structures are needed to assist states with SIP 

development, including the assessment of interstate pollutant transport and deposition?

(5) Would transportation conformity apply in nonattainment and maintenance areas for this secondary

standard, and, if it does, would satisfying requirements that apply for related primary standards (e.g., 

ozone, PM2.5, and NO2) be demonstrated to satisfy requirements for this secondary standard?

4. Monitoring Plan Development and Stakeholder Participation. 

The existing CASTNET sampling site infrastructure provides an effective means of quickly and 

efficiently deploying a monitoring program to support potential implementation of an AAI-based 

secondary standard, and also provides an additional opportunity for federally managed networks to 

collaborate and support the states, local agencies and tribes (SLT) in determining compliance with a 
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secondary standard. A collaborative effort would help to optimize limited federal and SLT monitoring 

funds and would be beneficial to all involved. The CASTNET is already a stakeholder-based program 

with over 20 participants and contributors, including federal, state and tribal partners.

The CASAC AMMS generally endorsed the technical approaches used in CASTNET, but 

concerns were raised by individual representatives of state agencies concerning the perception of the 

EPA-controlled management aspects of CASTNET and data ownership. Potential approaches to resolve 

these issues will be developed and evaluated in existing National Association of Clean Air Agencies 

(NACAA)/EPA ambient air monitoring and National Atmospheric Deposition Program (NADP) science 

committees. The EPA Office of Air and Radiation (which includes the Office of Air Quality Planning 

Standards, OAQPS; and the Office of Atmospheric Program’s Clean Air Markets Division, OAPCAMD), and their partners on the NACAA monitor steering committee will work to develop a 

prioritized plan that identifies three to five ecoregions and specific instrumentation to be deployed. 

Although this pilot program is focused on data collection, the plan will also include data analysis 

approaches as well as a process to facilitate engagement by those within the EPA and the SLTs to foster 

progress on the implementation questions noted above.

B. Summary of Proposed Evaluation of Monitoring Methods

This section provides a brief overview of the EPA’s plans for evaluating monitoring methods of 

NOy and SOx, as discussed in section IV.B of the proposal. The EPA generally relies on monitoring

methods that have been designated as FRMs or FEMs for the purpose of determining the attainment 

status of areas with regard to existing NAAQS. Such FRMs or FEMs are generally required to measure 

the air quality indicators that are compared to the level of a standard to assess compliance with a 

NAAQS. Prior to their designation by the EPA as FRM/FEMs through a rulemaking process, these 

methods must be determined to be applicable for routine field use and need to have been experimentally

validated by meeting or exceeding specific accuracy, reproducibility, and reliability criteria established 
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by the EPA for this purpose. As discussed above in section III.A, the ambient air indicators being 

considered for use in an AAI-based standard include SO2, p-SO4, and NOy.

The CASTNET provides a well-established infrastructure that would meet the basic location and 

measurement requirements of an AAI-based secondary standard given the rural placement of sites in 

acid sensitive areas. In addition, CFPs currently provide very economical weekly, integrated average 

concentration measurements of SO2, p-SO4, NH4 and t-NO3, the sum of HNO3 and p-NO3.

While routinely operated instruments that measure SO2, p-SO4, NOy and/or t-NO3 exist, 

instruments that measure p-SO4, NOy, t-NO3, or the CFP for SO2 have not been designated by the EPA

as FRMs or FEMs. The EPA’s Office of Research and Development has initiated work that will support 

future FRM designations by the EPA for SO2 and p-SO4 measurements based on the CFP. Such a 

designation by the EPA could be done for the purpose of facilitating consistent research related to an 

AAI-based standard and/or in conjunction with setting and supporting an AAI-based secondary

standard.

Based on extensive review of literature and available data, the EPA has identified potential 

methods that appear suitable for measuring each of the three components of the indicators. As discussed 

more fully in section IV.B of the proposal, these methods are being considered as new FRMs to be used 

for measuring the ambient concentrations of the three components (SO2, p-SO4 and NOy) that would be 

needed to determine compliance with an AAI-based secondary standard.

For the SO2 and p-SO4 measurements, the EPA is considering the CFP method, which provides 

weekly average concentration measurements for SO2 and p-SO4. This method has been used in the 

EPA’s CASTNET monitoring network for 15 years, and experience with this method strongly indicates 

that it will meet the requirements for use as an FRM for the SO2 and p-SO4 concentrations for an AAIbased secondary standard. 
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Although the CFP method would provide measurements of both the SO2 and p-SO4 components 

in a unified sampling and analysis procedure, individual FRMs will be considered for each. The EPA 

recognizes that an existing FRM to measure SO2 concentrations using ultra-violet fluorescence (UVF) 

exists (40 CFR Part 50, Appendix A-1) for the purpose of monitoring compliance for the primary SO2

NAAQS. However, several factors suggest that the CFP method would be superior to the UVF FRM for 

monitoring compliance with an AAI-based secondary standard. 

For monitoring the NOy component, a continuous analyzer for measuring NOy is commercially

available and is considered by the EPA to be likely suitable for use as an FRM. This method is similar in 

design to the existing NO2 FRM (described in 40 CFR Part 50, Appendix F), which is based on the 

ozone chemiluminescence measurement technique. The method is adapted to and further optimized to 

measure all NOy. However, this NOy method requires further evaluation before it can be fully confirmed 

as a suitable FRM. The EPA is currently completing a full scientific assessment of the NOy method to 

determine whether it would be appropriate to consider for designation by the EPA as an FRM.

On February 16, 2011, the EPA presented this set of potential FRMs to the CASAC AMMS for 

their consideration and comment. In response, the CASAC AMMS stated that, overall, it believes that 

the EPA’s planned evaluation of methods for measuring NOy, SO2 and p-SO4 as ambient air indicators is 

a suitable approach in concept. On supporting the CFP method as a potential FRM for SO2, CASAC 

stated that they felt that the CFP is adequate for measuring long-term average SO2 gas concentrations in 

rural areas with low levels (less than 5 parts per billion by volume (ppbv)) and is therefore suitable for 

consideration as an FRM. For p-SO4, CASAC AMMS generally supports the use of the CFP as a 

potential FRM for measuring p-SO4 for an AAI-based secondary standard. The method has been 

relatively well-characterized and evaluated, and it has a documented, long-term track record of 

successful use in a field network designed to assess spatial patterns and long-term trends. On supporting 

the photometric NOy method as a potential FRM, CASAC AMMS concluded that the existing NOy
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method is generally an appropriate approach for the indicator of an AAI-based standard. However, 

CASAC AMMS agreed that additional characterization and research is needed to fully understand the 

method in order to designate it as a FRM.

C. Comments on Field Pilot Program and Monitoring Methods Evaluation

Public comments on the EPA’s proposed plans for a field pilot program and related evaluation of 

monitoring methods generally fell into the following four topic areas: (1) goals, objectives, and scope; 

(2) monitoring network and site selection; (3) complementary measurements and instrumentation; and 

(4) collaboration and stakeholder participation. An overview of these comments and the EPA’s 

responses are discussed below. In addition, many commenters generally requested that the EPA provide 

clarification of its plans regarding the field pilot program.

1. Goals, Objectives, and Scope of Field Pilot Program

There was a mix of comments regarding the need for and the overall purpose and scope of the 

field pilot program. In general commenters that supported the AAI approach ((e.g., DOI/National Park 

Service (NPS), Nature Conservancy, Adirondack Council, NESCAUM, NY, PA, NC) also supported the 

concept of deploying a field pilot program as well the proposed goals and objectives, while offering 

specific comments on the scope of the proposed monitoring effort. Other commenters supporting the 

AAI approach, including Earthjustice and the Center for Biological Diversity, expressed the view that a 

field pilot program was not needed to support adoption of such a standard in this review. A variety of 

commenters expressed the view that a field pilot program in 3 to 5 ecoregions was too limited to 

adequately capture differences in concentrations and deposition patterns across the nation.

Commenters that did not support the adoption or future development of an AAI-based secondary

NAAQS (e.g., EPRI, UARG, AAM, NCBA, Aluminum Association, and TX) expressed the view that a 

field pilot program was therefore not needed. However, these commenters nonetheless expressed the 

view that if the EPA intended to consider such a standard in future reviews, the field pilot program 
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would need to expand in coverage and incorporate a much more comprehensive research program to 

address data gaps and uncertainties inherent in such an approach. These commenters suggested that the 

field pilot program should be more responsive to the issues raised by the members of the CASAC 

review panel. One commenter (API) expressed the view that even if the EPA intended to consider such a 

standard in the future, a field study was not appropriate at this time on the basis that the AAI-based 

approach was still only very preliminary in nature.

These commenters not supporting the AAI and the field pilot program as proposed contended

that the proposed program fails to address key scientific uncertainties and data needs with regard to a

methodology based on the AAI, and cannot meaningfully reduce the uncertainties that would be 

associated with such a standard. Some of these commenters offered specific recommendations for areas 

of research, noted below, that in their view would be necessary to support any further consideration of 

such a standard. For example, these commenters contended that it was necessary to conduct research in 

the following areas before further consideration of an AAI-based standard: (1) the effect of other 

sources, including wastewater pollution from permitted or unpermitted sources and fertilization of farm 

lands, on aquatic acidification; (2) relationships between measured air quality and deposition rates and 

related model performance evaluations; (3) improved methods for measuring dry deposition; and (4) 

characterization of NHx concentrations that are representative of specific ecoregions for all ecoregions 

based on a model performance evaluation.

Additional views were expressed by various commenters in regard to implementation, site 

selection and data availability. Many commenters from State agencies and industry agreed with the EPA

that implementation challenges should be addressed during the course of the field pilot program. For 

example, commenters expressed the view that guidance should emerge for monitoring network design 

accounting for the influence of variability of air concentration and deposition patterns within specific 

ecoregions. Some commenters also noted that much of the underlying information for the AAI was 
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based on the Adirondacks and Shenandoah regions which are relatively rich data sources and the field 

pilot program should consider under-sampled areas in other parts of country such as the mountainous 

West. Also, some commenters requested that relatively non-acid sensitive areas be included in the field 

pilot program in the interest of broader national applicability or, as one state agency suggested, the 

availability of a rich data base in the Chesapeake Bay region. Some commenters also expressed the view 

that results from the field pilot program would not be available for the next periodic review of the 

secondary standards for oxides of nitrogen and sulfur.

Having considered these comments contending that the scope of the field pilot program is too 

limited spatially and not sufficiently comprehensive, the EPA maintains that the purpose and scope of 

the pilot studies program as presented in the proposal remain appropriate. As summarized above in 

section IV.A, the primary goal of the field pilot program is to collect and analyze data so as to enhance 

the Agency’s understanding of the degree of protectiveness that would likely be afforded by an AAIbased standard. The EPA also intends that data generated by this program would support development of 

an appropriate monitoring network for such a standard. This field pilot program is not intended to be a 

research program, but rather to be a more targeted data collection and analysis effort, which will be done 

in conjunction with ongoing research efforts that are better suited to address some of the issues raised by

commenters on the breadth of the field pilot program.

The EPA largely agrees that the scope of the field pilot program is not adequate to address many 

of the issues raised by the commenters regarding either the ability to adequately capture air quality and 

deposition patterns in all ecoregions or fully addressing scientific uncertainties related to numerous 

investigations into measurement development methods and biogeochemical and atmospheric deposition 

processes. However, as noted earlier, a field pilot program by definition is limited in scope and intended 

to guide future broader applications. Toward that end, the field pilot program is intended to provide an 

intermediate link between initial conceptual design and potential future development and adoption of a 
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standard, where the breadth and depth of spatial coverage would explicitly be addressed through 

monitoring network rules and implementation guidance.

The relevant ongoing programs addressing underlying atmospheric deposition uncertainties and 

development of critical load models include the EPA’s atmospheric deposition research program and the 

multi-agency National Critical Load Data Base (NCLDB) program, respectively. In addition, the 

NAAQS review process of iterative science review and assessment provides a framework for evaluating 

newly available information that may address current data gaps and scientific uncertainties. These 

research programs are appropriate venues for addressing comments, including relevant CASAC 

recommendations, regarding desired improvements in the science underlying an AAI-based standard. In 

light of these ongoing research programs, it is not appropriate to duplicate these efforts through an 

expanded scope of the field pilot program. Rather, the most efficient approach is to increase the 

coordination between the field pilot program and these existing efforts. For example, the EPA plans to

explore co-locating planned dry deposition studies at field pilot program sites that would result in 

mutually beneficial data enhancements that support both pilot program and research program objectives.

With regard to views regarding the importance of water quality monitoring, the EPA agrees with 

comments recommending increased coordination with water quality sampling and critical load modeling 

programs. In addition to working closely with the NCLDB, the EPA plans to factor in availability of 

water quality monitoring data in selecting field pilot program sites. The field pilot program has the 

potential to spur increased water quality monitoring in under-sampled areas which would improve 

confidence in generating ecoregion representative critical loads, as well as enhancing longer-term 

assessment of progress.

In addressing the last group of comments concerning implementation, site selection and data 

availability, the EPA offers the following views. The field pilot program does provide an opportunity to 

assist in answering a number of implementation challenges, including the design of a future network that 
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could support an AAI-based secondary standard. Toward that end, the EPA plans to work closely with 

its state and local agency partners in utilizing the field pilot program as a test case for implementationbased issues. In optimizing the design of a field pilot program, emphasis will be placed on relatively 

acid-sensitive areas given that those are areas an AAI-based standard would be intended to protect. 

Nevertheless, the EPA will consider ecoregions that may offer advantages in having multiple depositionbased effects beyond aquatic acidification that potentially could support future reviews that consider 

multiple ecological effects. In addition, nearly all ecoregions have a mix of acid-sensitive and non-acid 

sensitive water bodies which will allow for assessing some of the AAI applicability to different aquatic 

systems. The EPA also notes that the field pilot program will provide data and analyses that will help 

inform consideration of an AAI-based standard in the next review. For example, data and analyses 

generated as part of the field pilot program will be incorporated into the EPA’s characterization of 

environmental factors and evaluations of alternative approaches to specifying the terms of an AAI that 

would be included in the exposure/risk assessment and policy assessment prepared as part of the next 

review.

2. Network Design and Role of CASTNET

Most commenters expressed the view that CASTNET was an appropriate program to support the 

field pilot program and a potential AAI-based standard. While government agencies generally supported 

the use of CASTNET, some State organizations suggested that the NCore monitoring network may be 

more efficient given that the costs of adding CASTNET filter packs (CFPs) to NCore locations is less 

than that of adding NOy instruments, which exist at NCore locations, to CASTNET locations. Support 

also was expressed by New York State and NESCAUM for the use of rural NCore monitoring stations, 

where appropriate, in combination with CASTNET sites. Some states requested that access to the 

sampling methods and laboratory analyses used in the program and all data results be made through a 

national contract for States and local agencies, a concern related to CASTNET operations being 
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managed by the EPA. Environmental groups also supported the use of CASTNET and encouraged the 

EPA to adopt the multiple stakeholder process of the NCLDB program and to align CASTNET sites 

with the Temporally Integrated Monitoring of Ecosystems and Long-Term Monitoring (TIME/LTM)

water sampling programs. These water sampling programs should also be extended to other undersampled areas of the country that are acid sensitive. Some industry commenters raised concerns 

regarding the CFPs as they have measurement artifacts associated with both mass loss and gain.

Some state agencies commented that states should not be required to fund or implement the pilot 

monitoring studies, and funding should arise from sources other than State and Territorial Air Grant 

(STAG) funds. Relatedly, the NPS and environmental groups encouraged the EPA to make this effort a 

priority for funding. 

The EPA has considered all available monitoring networks in the interest of locating the most 

suitable sites for a pilot study and to effectively leverage resources. The CASTNET monitoring program 

offers substantially more available platforms in acid-sensitive ecoregions relative to rural NCore sites 

and CASTNET sites already include the CFP method for measurements of key atmospheric species. 

Consequently, the financial burden on states, tribes and local air monitoring agencies would be less 

using this existing infrastructure instead of expanding measurements at or relocating rural NCore sites.

The CASTNET siting design originally was intended to discern contributions of acidifying deposition of 

NOx and SOx to sensitive ecosystems, which is especially relevant for the AAI applications. NCore was 

designed as a more generalized network to collect measurements in a variety of geographical areas, with 

no specific focus on acid-sensitive ecosystems. Moreover, CASTNET has established a track record 

over the last two decades of providing quality measurements, whereas NCore is a relatively new 

network that has been fully deployed for less than two years and therefore not been subjected to review 

and analysis commensurate with the CASTNET program. Nevertheless, as some states suggested, this 

pilot program should afford an opportunity to explore the use of existing rural NCore sites in acid-
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sensitive ecoregions. The EPA welcomes the inclusion of rural NCore sites into the pilot study in cases 

where there are clear advantages of using such sites, and especially where such sites provide additional 

information likely resulting in more conclusive data findings. The development of site selection criteria 

and site selection will be conducted in partnership with other federal, state and local agencies. Although 

CASTNET is managed by the EPA, the agency has aggressively supported the user community 

management approach adopted in the NADP and views the field pilot program as an opportunity to 

expand ownership of CASTNET analysis and data products, which currently can be accessed by the 

public.

While the field pilot program resources are focused on atmospheric measurements, as noted 

above the EPA will try to leverage existing water quality monitoring programs such as TIME/LTM in 

selecting field pilot program site locations. The EPA would rely heavily on the NCLDB critical load 

work for generating AAI values at monitoring locations as part of the field pilot program. In regard to 

issues raised by commenters regarding artifacts in the CFP, which would be the basis for SOx data in the 

field pilot program, the EPA notes that these methods have been extensively deployed and evaluated and 

have exhibited generally excellent performance. As part of the CASAC review on measurement 

methods, CASAC pointed out that the CFPs are preferred methods for measuring SOx in rural, low 

concentration environments due to the sensitivity of the CFP method.

3. Complementary Measurements and Instrumentation

In general, commenters across government agencies, environmental groups and industry

supported the use of complementary measurements that would be deployed in addition to the CFP and 

NOy instruments used to measure the indicators, NOy and SOx. Comments regarding these 

measurements were provided in different contexts. For example, industry views reflected a position that 

complementary measurements were necessary to address information gaps, whereas state agencies and 
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environmental groups expressed more general support in the interest of adding additional useful data, 

but not as a required component of the field pilot program.

Commenters expressed support for including trace gas continuous SO2 and speciated PM2.5

measurements in the field pilot program to provide test data for determining the suitability of continuous 

SO2 measurements as a FEM for secondary standards and to characterize the relationship between CFPbased particulate sulfate and the national network of speciation samplers used throughout the state and 

local air quality networks. Industry commenters suggested that dry deposition flux measurements be 

conducted at the field pilot program sites, while also indicating that having sites in only 3 to 5 

ecoregions would be inadequate. Industry commenters also suggested deploying multiple co-located 

methods measuring the same species as a quality assurance step and advocated measuring individual 

NOy species. Several commenters suggested adding NADP wet deposition samplers.

Several commenters supported the development of a FRM for NOy and CFP-based SO2 and 

sulfate measurements. Greater attention was addressed to NOy measurements as the technology has only

recently been used in routine monitoring applications. Some commenters supported the EPA’s approach 

of using the EPA’s research office to conduct instrument evaluation as a related but separate program 

from the field pilot program. Some commenters also recommended testing NOy at locations with 

extreme temperature and relative humidity regimes.

The EPA appreciates the support expressed by commenters regarding the use of complementary

measurements. While the EPA agrees with views expressing the importance of additional measurements, 

complementary measurements will not have the same funding priority as indictor measurements for NOy

and SOx. Nevertheless, it is reasonable to expect that all field pilot program sites will also include 

NADP precipitation samplers and NADP passive ammonia samplers, both of which are located in 

roughly half of all CASTNET sites. The EPA agrees that the formal NOy FRM development should be 

decoupled from the pilot studies, while recognizing that separate NOy measurements are an important 
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component of the pilot study. Although NOy measurement technology is relatively mature, the effort to 

develop FRM certification will promote more confidence in the data due to standardized operational and 

quality assurance protocols.

4. Collaboration

Most commenters agreed with the EPA’s intention to broaden review and participation in the 

field pilot program, given that the AAI approach cuts across multiple organizations and technical 

disciplines. Both industry and state governments suggested that some level of initial and ongoing 

external peer review is needed for evaluating design of the field pilot program and subsequent data 

analyses, with one state suggesting using NACAA’s Monitoring Steering Committee. Some state 

commenters also reasoned that an agency’s participation in the pilot program should be optional, 

because some states cannot support additional monitoring even if it were to be fully funded. The NPS in 

particular indicated a desire to participate with the EPA in the field pilot program. Clearly, many of the 

comments described above suggesting added emphasis on water quality monitoring and research 

collectively emphasize strengthening the collaborative aspects of this field pilot program.

The EPA is encouraged by commenters’ interest in the field pilot program. While the EPA’s 

Office of Air and Radiation (OAR) will assume primary leadership of this program, OAR will take 

several actions to promote collaboration across the internal EPA research programs and other 

government agencies. Paralleling this effort, the EPA will solicit comment on a draft white paper to 

enable ongoing review and input from the public. 

These pilot studies afford an excellent opportunity to coordinate air quality monitoring and 

related critical load and water quality assessment activities (modeling and measurements). As part of the 

planning effort for these pilot studies, the EPA will engage other federal agencies (U.S. Geological 

Survey, NPS, U.S. Forest Service) and state and local agencies primarily through existing NADP and 

NACAA committee structures.
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V. Statutory and Executive Order Reviews

A. Executive Order 12866: Regulatory Planning and Review and Executive Order 13563: 

Improving Regulation and Regulatory Review 

Under Executive Order 12866 (58 FR 51735, October 4, 1993), this action is a “significant 

regulatory action.” Accordingly, the EPA submitted this action to the Office of Management and Budget 

(OMB) for review under Executive Orders 12866 and 13563 (76 FR 3821, January 21, 2011), and any

changes made in response to Office of Management and Budget (OMB) recommendations have been 

documented in the docket for this action.

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. Burden is defined at 5 CFR 1320.3(b). There are no 

information collection requirements directly associated with the establishment of a NAAQS under 

Section 109 of the CAA and this rulemaking will retain current standards and will not establish any new 

standards.

C. Regulatory Flexibility Act 

For purposes of assessing the impacts of today’s 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 today's 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 will retain the current 
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secondary standards and does not establish any new national standards. See also American Trucking 

Associations v. EPA. 175 F. 3d at 1044-45 (NAAQS do not have significant impacts upon small entities 

because NAAQS themselves impose no regulations upon small entities).

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, the 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 1 year. Before promulgating an EPA rule for which a 

written statement is needed, Section 205 of the UMRA generally requires the 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 the 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 

the 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 the EPA regulatory proposals with significant Federal intergovernmental mandates, 

and informing, educating, and advising small governments on compliance with the regulatory

requirements. 
Page 173 of 178

This action contains no Federal mandates under the provisions of Title II of the Unfunded 

Mandates Reform Act of 1995 (UMRA), 2 U.S.C. 1531-1538 for state, local, or tribal governments or 

the private sector. Therefore, this action is not subject to the requirements of Sections 202 or 205.

Furthermore, as indicated previously, in setting a NAAQS the 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 plans to implement the standards. See also American 

Trucking Associations v. EPA, 175 F. 3d at 1043 (noting that because the 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). Accordingly, the EPA has determined that the 

provisions of Sections 202, 203, and 205 of the UMRA do not apply to this final decision not to 

establish new standards.

E. Executive Order 13132: Federalism 

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 because it does not contain legally binding requirements. Thus, the requirements of Executive 

Order 13132 do not apply to this rule.

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 the 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 rule concerns the establishment of national standards to address the 

public welfare effects of oxides of nitrogen and sulfur.
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This action does not have tribal implications, as specified in Executive Order 13175 (65 FR 

67249, November 9, 2000) as tribes are not obligated to adopt or implement any NAAQS. We 

recognize, however, that this rule does concern resources of special interest to the tribes. Accordingly, 

on August 3, 2011, the EPA sent letters to all tribal leaders offering to consult with the tribes on the 

proposed rule. On October 6, 2011 the EPA held a consultation call with the Forest County Potawatomi 

Community, with the participation of four other tribes (Fond du Lac Reservation, Southern Ute, Fort 

Belknap, and San Juan Southern Paiute). The EPA also received public comment from two tribes on this 

rule. The EPA has responded to the tribal comments in its Response to Comments Document.

G. Executive Order 13045: Protection of Children from Environmental Health & Safety Risks 

This action is not subject to EO 13045 because it is not an economically significant rule as 

defined in EO 12866.

H. Executive Order 13211: Actions that Significantly Affect Energy Supply, Distribution or Use 

This action is not a “significant energy action” as defined in Executive Order 13211 (66 FR 

28355, May 22, 2001), because it will not have a significant adverse effect on the supply, distribution, or 

use of energy. This action does not establish new national standards to address the public welfare effects 

of oxides of nitrogen and sulfur.

I. National Technology Transfer and Advancement Act 

Section 12(d) of the National Technology Transfer and Advancement Act of 1995 (NTTAA), 

Public Law No. 104-113, 12(d) (15 U.S.C. 272 note) directs the 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 the EPA to provide Congress, through 
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OMB, explanations when the Agency decides not to use available and applicable voluntary consensus 

standards.

The EPA is not aware of any voluntary consensus standards that are relevant to the provisions of 

this final rule.

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, low-income populations, or indigenous 

populations in the United States.

The EPA has determined that this final rule will not have disproportionately high and adverse 

human health or environmental effects on minority, low-income populations, or indigenous populations

because it retains 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, low-income population, or indigenous population.

K. Congressional Review Act

The Congressional Review Act, 5 U.S.C. 801, et seq., as added by the SBREFA 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. The EPA will submit a report containing this final rule and other required 

information to the United States Senate, the United States House of Representatives and the Comptroller 

General of the United States prior to publication of the rule in the Federal Register. A major rule 
Page 176 of 178

cannot take effect until 60 days after it is published in the Federal Register. This action is not a “major 

rule” as defined by 5 U.S.C. 804(2). This rule will be effective [INSERT 60 days after DATE OF 

PUBLICATION IN THE FEDERAL REGISTER].

References 

Banzhaf, S., D. Burtraw, D. Evans, and A. Krupnick. 2006. “Valuation of Natural Resource 

Improvements in the Adirondacks.” Land Economics 82:445-464.

NAPAP. 1990. Acid Deposition: State of Science and Technology. National Acid Precipitation 

Assessment Program. Office of the Director, Washington, DC.

NAPAP. 2005. National acid precipitation assessment program report to Congress: An integrated 

assessment. http://www.esrl.noaa.gov/csd/aqrs/reports/napapreport05.pdf. Silver Spring, MD: National 

Acid Precipitation Assessment Program (NAPAP); Committee on Environment and Natural Resources 

(CENR) of the National Science and Technology Council (NSTC).

NRC (National Research Council). 2004. Air quality management in the United States. Washington, 

DC: National Research Council (NRC); The National Academies Press.

Russell, A and J. M. Samet, 2010a. Review of the Policy Assessment for the Review of the Secondary

National Ambient Air Quality Standard for NOx and SOx: First Draft. EPA-CASAC-10-014.

Russell, A and J. M. Samet, 2010b. Review of the Policy Assessment for the Review of the Secondary

National Ambient Air Quality Standard for NOx and SOx: Second Draft. EPA-CASAC-11-003.

Russell, A and J. M. Samet, 2011a. Review of the Policy Assessment for the Review of the Secondary

National Ambient Air Quality Standard for NOx and SOx: FINAL. EPA-CASAC-11-005.

Russell and Samet, 2011b Review of EPA Draft Documents on Monitoring and Methods for Oxides of 

Nitrogen (NOx) and Sulfur (SOx) http://yosemite.epa.gov/sab/sabpeople.nsf/WebCommittees/CASAC

U.S. EPA, 1973. “Effects of Sulfur Oxide in the Atmosphere on Vegetation”. Revised Chapter 5 of Air 

Quality Criteria For Sulfur Oxides. U.S. Environmental Protection Agency. Research Triangle Park, 

N.C. EPA-R3-73-030.

U.S. EPA. 1982. Review of the National Ambient Air Quality Standards for Sulfur Oxides: Assessment 

of Scientific and Technical Information. OAQPS Staff Paper. EPA-450/5-82-007. U.S. Environmental 

Protection Agency, Office of Air Quality Planning and Standards, Research Triangle Park, NC.

U.S. EPA, 1984a. The Acidic Deposition Phenomenon and Its Effects: Critical Assessment Review 

Papers. Volume I Atmospheric Sciences. EPA-600/8-83-016AF. Office of Research and Development, 

Washington, DC.
Page 177 of 178

U.S. EPA, 1984b. The Acidic Deposition Phenomenon and Its Effects: Critical Assessment Review 

Papers. Volume II Effects Sciences. EPA-600/8-83-016BF. Office of Research and Development, 

Washington, DC.

U.S. EPA, 1985. The Acidic Deposition Phenomenon and Its Effects: Critical Assessment Document. 

EPA-600/8-85/001. Office of Research and Development, Washington, DC.

U.S. EPA. 1995a. Review of the National Ambient Air Quality Standards for Nitrogen Dioxide: 

Assessment of Scientific and Technical Information. OAQPS Staff Paper. EPA-452/R-95-005. U.S. 

Environmental Protection Agency, Office of Air Quality Planning and Standards, Research Triangle 

Park, NC. September.

U.S. EPA. 1995b. Acid Deposition Standard Feasibility Study Report to Congress. U.S. Environmental 

Protection Agency, Washington, DC. EPA-430/R-95-001a.

U.S. EPA 2007. Integrated Review Plan for the Secondary National Ambient Air Quality Standards for 

Nitrogen Dioxide and Sulfur Dioxide. U.S. Environmental Protection Agency, Research Triangle Park, 

NC, EPA-452/R-08-006.

U.S. EPA 2008. Integrated Science Assessment (ISA) for Oxides of Nitrogen and Sulfur Ecological 

Criteria (Final Report). U.S. Environmental Protection Agency, Washington, D.C., EPA/600/R-08/082F, 

2008.

U.S. EPA 2009. Risk and Exposure Assessment for Review of the Secondary National Ambient Air 

Quality Standards for Oxides of Nitrogen and Oxides of Sulfur-Main Content - Final Report. U.S. 

Environmental Protection Agency, Washington, D.C., EPA-452/R-09-008a.

U.S. EPA 2011. Policy Assessment for the Review of the Secondary National Ambient Air Quality

Standards for Oxides of Nitrogen and Oxides of Sulfur. U.S. Environmental Protection Agency, 

Washington, D.C., EPA-452/R-11-005a.

Wolff, G. T. 1993. CASAC closure letter for the 1993 Criteria Document for Oxides of Nitrogen 

addressed to U.S. EPA Administrator Carol M. Browner dated September 30, 1993.

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Administrator Carol M. Browner dated August 22, 1995.
Page 178 of 178

Page 178 of 178 – Secondary National Ambient Air Quality Standards for Oxides of Nitrogen and 

Sulfur

List of Subjects in 40 CFR Part 50

Environmental protection, Air pollution control, Carbon monoxide, Lead, Nitrogen dioxide, 

Ozone, Particulate matter, Sulfur oxides.

________________________________

Dated: 

_________________________________

Lisa P. Jackson, 

Administrator.