Opinion for the Court filed by Circuit Judge TATEL.
In these consolidated cases, we consider challenges to the Environmental Protection Agency’s National Ambient Air Quality Standards for particulate matter and ozone. Petitioners originally raised a broad range of issues, including the constitutionality of the Clean Air Act, the contours of EPA’s authority to promulgate air quality standards, and the lawfulness of the challenged standards. We addressed many of these issues in an earlier ruling that the Supreme Court subsequently reversed in part and affirmed in part. On remand, only Petitioners’ specific challenges to the air quality standards remain unresolved. Rejecting the argument that the language and reasoning of our earlier decision determine the outcome of these remaining claims, and finding the challenged air quality standards neither arbitrary nor capricious, we deny the petitions for review except to the extent the Supreme Court’s and our earlier decisions require further action by EPA.
I.
The Clean Air Act, 42 U.S.C. §§ 7401-7671q, directs the Environmental Protection Agency to establish and periodically review primary and secondary National Ambient Air Quality Standards (“NAAQS”), id. § 7409, for any pollutant the “emissions of which ... cause or contribute to air pollution which may reasonably be anticipated to endanger public health or welfare,” id. § 7408(a)(1)(A). Section 109(b)(1) of the Act directs EPA to set the primary NAAQS at levels “the attainment and maintenance of which in the judgment of the Administrator, ... allowing an adequate margin of safety, are requisite to protect the public health.” Id. § 7409(b)(1). Secondary NAAQS must be set at “level[s] ... the attainment and maintenance of which in the judgment of the Administrator ... [are] requisite to protect the public welfare from any known or anticipated adverse effects.... ” Id. § 7409(b)(2). Under the Act, secondary NAAQS protect such aspects of the public “welfare” as “soils, water, crops, vegetation, manmade materials, [domesticated] animals, wildlife, weather, visibility, ... climate,” and property values. Id. § 7602(h).
The Act calls for the appointment of “an independent scientific review committee,” the Clean Air Scientific Advisory Committee (“CASAC”), and tasks this committee with periodically reviewing the NAAQS and advising EPA of any need for new standards or for revisions to existing standards. 42 U.S.C. § 7409(d)(2)(A), (B); see also Nat’l Ambient Air Quality Standards for Particulate Matter, 62 Fed. Reg. 38,-652, 38,653 (Jul. 18, 1997) (codified at 40 C.F.R. § 50.7 (1999)) (“Particulate Matter NAAQS”). The seven-member committee comprises “at least one member of the National Academy of Sciences, one physician, and one person representing State air pollution control agencies.” 42 U.S.C. § 7409(d)(2)(A). The Act directs CASAC to “advise the [EPA] Administrator of areas in which additional knowledge is required to appraise the adequacy and basis of existing, new, or revised [NAAQS],” and to “describe the research efforts necessary to provide the required information[.]” Id. § 7409(d)(2)(C). When EPA proposes to issue new or revise existing NAAQS, it must “set forth or summarize and provide a reference to any pertinent findings, recommendations, and comments by [CA-SAC].” Id. § 7607(d)(3). If the proposed rule “differs in any important respect from any of [CASAC’s] recommendations,” the Agency must provide “an explanation of the reasons for such differences.” Id.
Once EPA establishes NAAQS for a particular pollutant, the standards become the centerpiece of a complex statutory regime aimed at reducing the pollutant’s at-
These consolidated cases concern NAAQS for particulate matter and ozone, two ubiquitous atmospheric pollutants. The term “particulate matter,” or “PM,” refers to all “solid particles and liquid droplets found in air.” Office of Am & Radiation, U.S. Envtl. Prot. Agency, EPA-454/R-00-005, Am Quality Index: A Guide to Air Quality and Your Health 11 (2000) (“EPA, Am Quality Index”). Although these particles and droplets come in varying sizes, only particulate matter less than 2.5 micrometers in diameter — so-called “fine PM” or “PM2.5” — is relevant here. As originally filed, these cases also concerned “coarse” particulate matter, or particles and droplets between 2.5 and 10 micrometers in diameter, but we resolved all issues relating to this “coarse particulate matter” in our earlier ruling. See Am. Trucking Ass’ns v. EPA,
PM2.5 is associated with a range of adverse health effects such as coughing; shortness of breath; aggravation of existing respiratory conditions like asthma and chronic bronchitis; increased susceptibility to respiratory infections; and heightened risk of premature death. EPA, Am Quality Index at 11. High PM2.5 concentrations also impair visibility, reducing people’s “well-being ..., both where they live and work, and in places [like national parks and wilderness areas] where they enjoy recreational opportunities.” Particulate Matter NAAQS,
Unlike PM, ozone is a colorless, odorless gas. EPA, Air Quality Index at 7. Not a direct product of human activity, ozone forms when other atmospheric pollutants — ozone “precursors” — react in the presence of sunlight. Office of Am Quality Planning & Standards, U.S. Envtl. PROT. AgenCY, EPA/451-K-97-002, Ozone: Good Up High, Bad Nearby 2-3, (1997) (“EPA, Ozone Facts”). Significant health effects associated with ozone pollution include coughing; throat irritation; aggravation of existing conditions like asthma, bronchitis, heart disease, and emphysema; and lung tissue damage. Id. Ozone pollution can also interfere with plants’ ability to produce and store food, rendering them more susceptible to disease, insect pests, and other stressors. Id. EPA estimates that ozone “is responsible for 500 million dollars in reduced crop production in the United States each year.” Id. Ozone levels tend to be highest in urban areas, in part because cars, power plants, and chemical solvents are the principal sources of ozone precursors. Id.
In EPA’s judgment, ozone is, and PM may be, a non-threshold pollutant — that is, a pollutant that causes adverse health
On July 18, 1997, EPA revised the primary and secondary NAAQS for particulate matter and ozone. See Particulate Matter NAAQS, 62 Fed. Reg. 38,652; Ozone NAAQS, 62 Fed. Reg. 38,856. For particulate matter, the Agency abandoned its approach of regulating both coarse and fine particles and droplets under the same standards. Observing that the “epidemiological evidence suggests] stronger associations of mortality and some morbidity effects with fine particles than with ... coarse particles,” Nat’l Ambient Air Quality Standards for Ozone and Particulate Matter, Advance Notice of Proposed Rule-making, 61 Fed. Reg. 29,719, 29,723 (June 12, 1996) (“Advance NPRM”), the Agency adopted new, PM2.5-specific standards: an annual primary standard of 15 micrograms per cubic meter (Vg/m3”); a daily primary standard of 65 |xg/m3; and secondary standards equal to the primary standards. Particulate Matter NAAQS,
EPA also made significant changes to the ozone NAAQS. Citing new information that suggests a positive correlation between prolonged (six-to ■ eight-hour) exposures to relatively low levels of ozone and “a wide range of health effects,” Ozone NAAQS,
Soon after EPA issued the revised particulate matter and ozone NAAQS, various parties, including ■American Trucking Associations, other businesses and business associations, environmental groups, citizens, and several States, petitioned for review of the revised standards. Other parties intervened (some supporting Petitioners and others supporting EPA), four additional States filed amicus briefs supporting EPA, and Senator Orrin Hatch and Representative Thomas Bliley filed amicus briefs supporting Petitioners. Petitioners and supporting Intervenors and Amici challenged the NAAQS from all sides, arguing (among other things) that the Clean Air Act delegates excessive legislative authority to EPA in violation of Article I of the Constitution and that the Agency failed to consider certain relevant factors, including implementation costs, prior to setting the NAAQS. Invoking Clean Air Act section 307(d)(9), which directs federal appeals courts to vacate Agency action “found to be ... arbitrary, capricious, an abuse of discretion, or otherwise not in accordance with law,” 42 U.S.C.
We addressed most of these arguments in ATA I and II. With respect to the nondelegation argument, we agreed with Senator Hatch and Representative Bliley that neither the Act’s requirement that EPA “set each [primary] standard at the level ‘requisite to protect the public health’ with an ‘adequate margin of safety,’ ” ATA I,
Having remanded the challenged NAAQS for other reasons,, we never addressed Petitioners’ § 307(d)(9) claims. We did, however, address Petitioners’ more general claims, holding that EPA: may not consider either the implementation costs or the indirect environmental consequences of NAAQS prior to setting the standards, ATA I,
The Supreme Court granted certiorari with respect to four questions: whether the Clean Air Act violates the nondelegation doctrine; whether EPA may consider implementation costs in setting NAAQS; whether this court had jurisdiction to review the Agency’s interpretation of the Clean Air Act provisions governing implementation of the ozone NAAQS; and if this court had jurisdiction, whether the Agency’s interpretation of those provisions was permissible. Whitman,
The Supreme Court remanded the cases for us to consider Petitioners’ as-yet-unaddressed 307(d)(9) challenges to the particulate matter and ozone NAAQS. On remand, three sets of Petitioners filed additional briefs, two addressing the particulate matter NAAQS and one addressing the ozone NAAQS. With respect to the particulate matter NAAQS, one group of Petitioners, led by American Trucking Associations (“State and Business Petitioners”), urges us to vacate the NAAQS under section 307(d)(9) because EPA “[flailed” either “to [ajrticulate and [a]p-ply” the Act’s “requisite to protect” standard as elucidated in Whitman, State & Bus. Pet’rs’ Br. at 35, or to determine PM2.5 levels “at which [the] public health risk is acceptable,” id. at 40. The second group of PM2.5 Petitioners, led by Citizens for Balanced Transportation (“Environmental Petitioners”), believes that the daily primary standard is too lenient to protect against known adverse health effects of fine particulate matter and that the annual and daily secondary standards are insufficient to reduce visibility impairment. The third set of Petitioners, again led by American Trucking Associations (“Ozone Petitioners”), challenges the ozone NAAQS on grounds similar to those raised by State and Business Petitioners in their attack on the particulate matter NAAQS.
In considering these section 307(d)(9) claims, we apply the same highly deferential standard of review that we use under the Administrative Procedure Act, 5 U.S.C. § 706(2)(A). See, e.g., Allied Local & Reg’l Mfrs. Caucus v. EPA,
It is not our function to resolve disagreement among the experts or to judge the merits of competing expert views. Our task is the limited one of ascertaining that the choices made by the [EPA] Administrator were reasonable and supported by the record. That the evidence in the record may also support other conclusions, even those that are inconsistent with the Administrator’s, does not prevent us from concluding that [her] decisions were rational and supported by the record.
Id. at 1160 (internal citations omitted).
II.
Before evaluating the merits of Petitioners’ claims, we must address State, Business, and Ozone Petitioners’ argument that the language and reasoning of ATA I and ATA II “govern[ ]” “the outcome of th[ese] case[s].” State & Bus. Pet’rs’ Br. at 32. In essence, these Petitioners argue that ATA I and ATA II signal this court’s belief that
Petitioners base this law of the case argument primarily on our statement in ATA II that although EPA’s “petition for rehearing ... argue[d] that § 109 of the Clean Air Act contains [a] principle limiting the agency’s discretion” — namely, that the NAAQS must be set at levels “necessary for public health protection: neither more nor less stringent than necessary, but ‘requisite’ ” — EPA never “identified]” this principle “as a limit upon its discretion” anywhere in the challenged rules.
[The Agency’s] explanations for its decisions amount to assertions that a less stringent standard-would allow the relevant pollutant to inflict a greater quantum of harm on public health, and that a more stringent standard would result in less harm. Such arguments only support the intuitive proposition that more pollution will not benefit public health, not that keeping pollution at or below any particular level is “requisite” or not requisite to “protect the public health” with an “adequate margin of safety,” the formula set out by [Clean Air Act section 109(b)(l)’s definition of a primary NAAQS].
Petitioners misread ATA I and ATA II. Both decisions address the broad claim that the Clean Air Act effects an unconstitutional delegation of legislative authority. To evaluate that claim, we looked first to the Act for an “intelligible principle” limiting the Agency’s “application of the[ ] factors” it “uses in determining the degree of public health concern associated with different levels of ozone and PM[.]” ATA I,
[The Agency] cites prior decisions of this Court holding that when there is uncertainty about the health effects of concentrations of a particular pollutant within a particular range, EPA may use its discretion to make the “policy judgment” to set the standards at one point within the relevant range rather than another....*364 We agree. But none of those panels addressed the claim of undue delegation that we face here, and accordingly had no occasion to ask EPA for ... a “principle[ ]” ... in making its “policy judgment.”
In short, ATA I and ATA II address only whether the Act (or EPA’s reading of the Act) adequately limits the Agency’s discretion. Here, we ask whether EPA reasonably exercised that discretion' — an entirely different question that we now answer differently.
III.
We start with Petitioners’ challenge to the PM2.5 NAAQS. Fulfilling our obligation to “undertake a ‘substantial inquiry’ into the facts” underlying challenged agency actions, Lead Indus. Ass’n,
The Rule-making
In late 1996, EPA issued a public notice of proposed rulemaking that announced possible changes to the particulate matter NAAQS. Particulate Matter NPRM, 61 Fed. Reg. 65,638. Most relevant to these cases, EPA said it planned to supplement the existing primary NAAQS, which regulated both coarse particulate matter and PM2.5 under a single set of standards, by adding two new primary standards specific to fine PM: an annual PM2.5 standard of 15 |xg/m3 and a daily PM2.5 standard of 50 Sg/m3. Id. EPA sought comment on that proposal and on a range of alternative values for the new standards, from 12 to 20 |xg/m3 for the annual standard, and 20 to 65 |xg/m3 for the daily standard. Id. at 65,658-61. According to EPA, an annual standard of 12 |xg/m3 and a daily standard of 20-50 |xg/m3 would be “maximally precautionary,” id., at 65,659; by comparison, an annual standard of 20 |j,g/m3 and a daily standard of 65 |xg/m3 would reflect “the judgment that the current scientific evidence has not demonstrated adverse public health effects from fine particle concentrations ... below those corresponding to the [old, composite, PM] standard,” id. Between those extremes, the proposed annual and daily levels of 15 and 50gg/m3, respectively, would reflect an effort “to limit annual PM2.5 concentrations to somewhat below those where the body of epidemiological evidence is most consistent and coherent.” Id. at 65,660.
To facilitate public input on the proposed changes, EPA established a toll-free telephone hotline and a system for submission of comments via the Internet. Particulate Matter NAAQS,
In setting the final NAAQS, EPA considered these public comments, in addition to CASAC’s recommendations and Agency staff’s “thorough review ... of the latest scientific information on known and potential human health effects associated with exposure to PM.” Id. at 38,655-56. EPA also considered an independent (though partially Agency-funded) research institute’s study of the correlation between particulate matter levels and mortality in six urban areas, the same institute’s extended analyses of the mortality data for Philadelphia alone (the “Philadelphia studies”), see id. at 38,660, and Agency staffs quantitative assessment of other PM-related health risks in Philadelphia and Los Angeles (“risk assessment”), see id. at 38,-656 (citing Office of Air Quality Planning & Standards, U.S. Envtl. Prot. Agency, A Paetioulate Matter Risk Assessment for Philadelaphia and Los Angeles (1996) (“Rise Assessment”)). EPA emphasized, however, that it “place[d] greater weight on the overall conclusions derived from the[se] studies — that PM air pollution is likely causing or contributing to significant adverse effects at levels below those permitted by the [old] standards — than on the [more uncertain] concentration-response functions and quantitative risk estimates derived from them.” Id.
Ultimately, EPA adopted the proposed annual PM2.5 standard of 15 p,g/m3, explaining that it would assess compliance based on the three-year average of annual arithmetic mean PM2.5 concentrations at monitoring stations in a given area. See Particulate Matter NAAQS,
Explaining the first point — the need for the new PM2.5 NAAQS — EPA began by documenting evidence of the old PM standards’ inadequacy. Examination of an “extensive ... epidemiological data base,” EPA observed, showed that children, as well as the elderly and other “sensitive populations,” were experiencing adverse, PM-related health effects — sometimes including mortality — even “in areas [and] at times when the levels of the [old] ... standards [were] met.” Id. at 38,657. In addition, a majority of CASAC members recommended strengthening “the health protection^] provided by the [old] PM standard[s].” Id. at 38,666. Finally, a majority of commenters agreed that “based on the available scientific information, the [old PM] standards [were] not of themselves sufficient to protect public health.” Id. at 38,657.
Responding to more critical commen-ters, EPA acknowledged that in several of the cited epidemiological studies, the effects of particulate matter were difficult to isolate from those of other air pollutants. The Agency soundly rejected, however, “the suggestion that such multi-pollutant studies are in any way ‘negative’ with respect to [the] conclusion[ ] that PM, alone or in combination with other pollutants, is associated with adverse effects at levels
Turning to the specific characteristics of the new PM2.5 NAAQS, EPA gave only a brief explanation of its decision to adopt a primary standard with a twenty-four-hour averaging period: The standard is “consistent with [most] community epidemiological studies,” which suggest that same-day and previous-day PM concentrations correlate positively with adverse health effects. Particulate Matter NAAQS,
EPA then discussed the annual NAAQS’ one-year averaging time, explaining that it adopted the standard to reduce the likelihood of long-term and cumulative PM exposures, which “appear” to pose “larger” risks than shorter-term exposures. Id. Although EPA recognized that either a multiyear or a single-season standard would also be effective against long-term exposures, it concluded that the annual standard would provide adequate protection against multiyear PM events and that “the current evidence does not provide a satisfactory quantitative basis for setting a national fine particle standard in terms of a seasonal averaging time.” Id. at 38,669.
Explaining its decision to establish both annual and daily standards, EPA indicated that although “either standard could be viewed as providing both short-and long-term protection” from PM2.5, the use of two standards with very different averaging times would “serv[e] to address situations where the daily peaks and annual averages are not consistently correlated.” Particulate Matter NAAQS,
EPA next made a number of key points about the levels it selected for the new NAAQS. Implementing its view that the annual standard should do most of the work in mitigating the risks of PM2.5, EPA selected the level of the standard “so as to protect against the range of effects associated with both short- and long-term exposures to PM.” Id. at 38,675. In those studies reporting statistically significant correlations between health effects and PM exposures of any duration, the mean
Having settled on a moderate level for the annual NAAQS, EPA selected the level of the daily standard “to provide supplemental protection against peak concentrations that might occur over limited areas and/or for limited time periods.” Id. This selection process posed difficult questions because in all of the available studies in which short-term exposures correlated positively with adverse health effects, the long-term annual-average PM2.5 concentration exceeded the new 15 |xg/m3 NAAQS. EPA thus had no way to evaluate the “incremental risk associated with single peak exposures to PM2.5 in areas where the [new] annual standard is met.” Id. at 38,677. Because it did not yet know how effective the new annual standard would be in reducing the risk of peak short-term exposures, therefore, EPA decided it could not justify a restrictive daily standard, instead selecting 65 (xg/m3 — a level “at the upper end of the range recommended by [Agency] staff and most CA-SAC ... members.” Id.
In justifying the chosen levels for the new NAAQS, EPA made one final point relevant to these cases. Responding to commenters who advocated lower levels for both the daily and annual standards, EPA emphasized that considerable uncertainty remains about whether PM2.5 is a threshold pollutant — that is, whether there is a concentration below which PM2.5 is harmless. See id. at 38,675. As a result, EPA could not be sure that lowering the NAAQS would produce corresponding reductions in health risks. “[T]he inherent scientific uncertainties are too great to support” lower levels for the NAAQS, the Agency explained. Id.
EPA also gave a lengthy explanation for the form of the primary standards. Only one aspect of that form is relevant here: the Agency’s decision to base compliance with the daily standard on the average of the 98th percentile of daily PM2.5 concentrations at each monitoring station. See Particulate Matter NAAQS,
Turning finally to the secondary PM2.5 NAAQS, EPA focused primarily on the impact of particulate matter on visibility, “an important welfare effect [that] has direct significance to people’s enjoyment of daily activities in all parts of the country.” Id. at 38,680. EPA predicted that attainment of the new PM2.5 primary standards would improve visibility in the eastern United States. Conceding that the new standards would have little or no effect in the west “except in and near certain urban areas,” id. at 38,681, EPA observed that no single suite of secondary standards would solve visibility problems everywhere in the country because, due to regional differences in relative humidity, natural background PM levels, and other factors, “a national secondary standard intended to maintain or improve visibility conditions [in] ... the West would have to be set at or even below natural background levels in the East,” while a national secondary standard intended to “achieve an appropriate degree of visibility improvement in the East would permit further degradation in the West,” id. at 38,680. EPA therefore decided simply to establish secondary PM2.5 NAAQS identical to the new primary NAAQS, and to establish a regional haze program under Clean Air Act section 169A, 42 U.S.C. § 7491, to improve visibility in those areas where the new national standards prove ineffective. Id. at 38,679.
State and Business Petitioners’ Claims
State and Business Petitioners urge us to vacate the primary NAAQS because EPA “did not apply any legal standard, much less the correct standard.” State & Bus. Pet’rs’ Br. at 35. In support of this argument, they cite two passages in the final PM2.5 rule. In one, Petitioners claim, EPA asserted that it had no obligation to determine a “safe level” of PM2.5 prior to adopting a primary NAAQS. Id. at 36 (internal quotation marks omitted). In the other, EPA allegedly acknowledged that “its approach ‘might result in regulatory programs that go beyond those that are needed to effectively reduce risks to public health.’ ” Id. at 38 (quoting Particulate Matter NAAQS,
Petitioners’ argument suffers from two significant flaws. First, the final PM rule makes neither alleged concession. In the first passage, which Petitioners cite as evidence that EPA failed to identify a “safe level” of PM2.5, the Agency merely disclaimed any obligation to set primary NAAQS by means of a two-step process, identifying a “safe level” and then applying an additional margin of safety. Instead, EPA stated, it “may take 'into account margin of safety considerations throughout the process as long as such considerations are fully explained and supported by the record.” Particulate Matter NAAQS,
Petitioners’ argument that EPA neither identified nor applied the proper legal standard also exaggerates the Agency’s obligation to quantify its decisionmaking. The argument relies on two statements from the rulemaking and one from ATA I: EPA’s assertion that it need not “determine a ‘safe level’ ” of PM2.5 before calculating a margin of safety, State & Bus. Pet’rs’ Br. at 36 (quoting Particulate Matter NAAQS, 62 Fed.Reg. at 38,688 (internal quotation marks omitted)); the Agency’s “disavow[al]” of certain “specific risk estimates,” id. at 37 (citing Particulate Matter NAAQS,
Although we recognize that the Clean Air Act and circuit precedent require EPA qualitatively to describe the standard governing its selection of particular NAAQS, we have expressly rejected the notion that the Agency must “establish a measure of the risk to safety it considers adequate to protect public health every time it establishes a [NAAQS].” Natural Res. Def. Council, Inc. v. EPA
Thus, EPA’s inability to guarantee the accuracy or increase the precision of the PM2.5 NAAQS in no way undermines the standards’ validity. Rather, these limitations indicate only that significant scientific uncertainty remains about the health effects of fine particulate matter at low atmospheric concentrations. As the exhaustive rulemaking process makes clear, see supra pp. 364-68, EPA set the primary NAAQS notwithstanding that uncertainty, just as the Act requires.
We are equally unpersuaded by State and Business Petitioners’ argument that EPA should have considered whether reducing atmospheric concentrations of fine particles would increase levels of “ ‘ozone or ... a different fine particle component,’ potentially increasing [overall] health risk[s].” State & Bus. Pet’rs’ Br. at 37 (quoting Advance NPRM,
State and Business Petitioners’ remaining substantive claims merit little discussion. They argue that EPA “failed to determine whether attainment of the [old particulate matter] standard would leave unacceptable public health risk.” State & Bus. Pet’rs’ Br. at 40. As EPA notes, however, the final PM rule explicitly states:
[T]he extensive PM epidemiological data base provides evidence of serious health effects (e.g., mortality, exacerbation of chronic disease, increased hospital admissions) in sensitive populations (e.g., the elderly, individuals with cardiopulmonary disease), as well as significant adverse health effects (e.g., increased respiratory symptoms, school absences, and lung function decrements) in children. Moreover, these effects associations are observed in areas or at times when the levels of the [old PM] standards are met.
Particulate Matter NAAQS,
ATA I also forecloses Petitioners’ “con-founder” argument — that factors “such as the presence of other pollutants in the ambient air, temperature, humidity, and indoor air pollution might account for some or all of the associations reported in the studies on which EPA relied.” State & Bus. Pet’rs’ Br. at 46-47. “[T]he growing empirical evidence demonstrating a relationship between fine particle pollution and adverse health effects,” we said in ATA I, “amply justifies establishment of new fine particle standards.”
Next, Petitioners argue that the PM2.5 NAAQS are arbitrary and capricious because “EPA conceded that public health risks would decline with more stringent standards only if’ the Agency correctly assumed “that (1) there is ‘a continuum of health risks down to the lower end of the ranges of air quality’ at issue, and (2) ‘the reported associations are, in fact, causally related to PM2.5 at the lowest concentrations measured.’ ” State & Bus. Pet’rs’ Br. at 45 (quoting Particulate Matter NAAQS, -
Petitioners mount several specific challenges to the daily and annual NAAQS. To begin with, they contend that EPA failed to justify the daily PM2.5 standard, but because this argument appears nowhere in their ATA I briefs, see Non-State Pet’rs’ 1998 Reply Br. at 1 (“We focus on the lack of justification for setting the annual standard at 15 (xg/m3.”); see also id. at 1 n. 3 (“Of the two new primary standards, the annual standard imposes the more stringent ‘controlling’ requirement.”), we decline to consider it. See Order of the United States Court of Appeals for the District of Columbia Circuit at 1 (May 29, 2001) (No. 97-1440) (“The [post-remand] briefs shall address only ‘preserved challenges’ not hitherto resolved by the Supreme Court or by this court[.]” (quoting Whitman,
This brings us finally to Petitioners’ argument that EPA “denied the public essential procedural rights” by failing to obtain and make public the data underlying certain “key studies” relating to the “confounder” issue. Claiming neither that they were unable to obtain the studies, nor that the studies were improperly published or peer reviewed, Petitioners instead urge us to impose a general requirement that EPA obtain and publicize the data underlying published studies on which the Agency relies. The Clean Air Act imposes no such obligation; it merely directs EPA to include in any notice of proposed rulemaking “data, information, and documents ... on which the proposed rule relies.” 42 U.S.C. § 7607(d)(3) (emphasis added). Here, EPA explained that it “relied on the scientific studies cited in the rulemaking record, rather than on the raw data underlying” those studies. Particulate Matter NAAQS,
If EPA and other governmental agencies could not rely on published studies without conducting an independent analysis of the enormous volume of raw data underlying them, then much plainly relevant scientific information would become unavailable to EPA for use in setting standards to protect public health and the environment.... [S]uch data are often the property of scientific investigators and are often not readily available because of ... proprietary interests ... or because of [confidentiality] arrangements [with study participants].
Id.
State and Business Petitioners’ challenge to the secondary NAAQS hinges on the proposition that the identical primary NAAQS are arbitrary and capricious. Having just rejected the latter argument, we need not consider the former.
Environmental Petitioners’ Claims
Environmental Petitioners’ central argument regarding the primary NAAQS is straightforward: EPA should have set a stricter daily PM2.5 NAAQS rather than relying almost exclusively on the stringent annual standard. Petitioners contend that because “adverse health effects [of] ... PM2.5 occur after single-day exposures!,] ... the NAAQS must prevent most, if not all, such daily exposures in order to” reduce health risks. Envtl. Pet’rs’ Br. at 10. A strategy that focuses on the annual rather than the daily standard, Petitioners argue, will do little to prevent short-term pollution “events,” in which PM2.5 concen
Responding to these arguments, EPA observes that there are “significant uncertainties in identifying the extent of the incremental risk associated with single peak exposures to PM2.5 in areas where the annual standard is met.” Particulate Matter NAAQS,
Moreover, EPA provides a convincing justification for its decision to place little faith in the quantitative results of the risk assessment, which Petitioners cite for the proposition that setting a restrictive daily standard would provide benefits beyond those of the annual standard. Although Petitioners’ position finds some support in the numerical results of the risk assessment, see Risk Assessment at 113-18 (detailing the results of the study, which suggest that lowering the daily standard would reduce health effects even if the annual standard were held steady), EPA contends that uncertainties in the assumptions underlying that study render the quantitative predictions insufficiently “reliable to serve as the basis for establishing any more stringent standards than were warranted based directly on EPA’s analysis of the epidemiological evidence.” Resp’t’s Particulate Matter Br. at 51; see also Particulate Matter NAAQS,
We recognize that EPA’s reasoning leaves two unanswered questions, but neither proves fatal. First, one might argue from EPA’s discussion of the risk assessment results that the Agency should have adopted a lower annual NAAQS. On this point, EPA persuasively explains that it discounted the quantitative predictions of the risk assessment in light of “inherent scientific uncertainties,” including the “possibility of ... thresholds” below which PM2.5 has little or no effect. Particulate Matter NAAQS,
Second, EPA’s skepticism about the quantitative results of the risk assessment, together with the Agency’s repeated assertions that the evidence does not justify a strict daily NAAQS, lead one to wonder why a daily standard is even necessary. EPA’s position on this issue seems incongruous, emphasizing on the one hand the need for a daily standard to “provid[e] supplemental protection against peak exposures not addressed by the annual standard,” Particulate Matter NAAQS,
Finally, unlike State and Business Petitioners, Environmental Petitioners mount an independent challenge to the secondary standards, contending that EPA expressly recognized the standards were inadequate to improve visibility in much of the western United States. See supra p. 368 (citing Particulate Matter NAAQS,
IV.
Turning to the ozone standards, we again begin with a summary of the rule-making process, and then consider Petitioners’ challenges.
The Rulemaking
EPA first announced its plan to revise the ozone NAAQS in late 1996, issuing a public notice of proposed rulemaking. Ozone NAAQS,
As in connection with the particulate matter NAAQS, EPA took account of CA-SAC’s recommendations, Agency staffs assessment of the available information regarding human exposure and risk, and tens of thousands of comments submitted in response to the NPRM. Id. at 38,858-59. EPA also conducted risk assessments in nine representative urban areas (the “nine area study”) to estimate the correlation between ozone exposure and health risks for the general population and for two groups at higher risk, “outdoor workers” and a group EPA calls “outdoor children.” Id. at 38,860 (internal quotation marks omitted). Moreover, EPA developed quantitative risk estimates for those specific health effects for which sufficient concentration-response data were available. Id. Finally, in deciding when certain observed physiological effects of ozone
In the end, EPA adopted an eight-hour-average, 0.08 ppm standard. Ozone NAAQS,
Explaining its switch from a one to an eight-hour averaging time, EPA first noted that the one-hour-average standard reflected the belief — since refuted — that the most serious health effects of ozone result from short-term (one to three-hour) exposures. According to EPA, however, new studies clearly “demonstrate[ ] associations between a wide range of health effects and prolonged (... [six] to [eight]-hour) exposures” to concentrations less than that of the old standard. Id. at 38,861. Citing the nine area study, EPA indicated that an averaging time of eight hours not only reduces risk associated with short-term exposures, id. at 38,862 & n. 11, but also limits cumulative exposure, id. at 38,861. The longer averaging time, moreover, reduces variability in ozone levels across geographic areas. Id. at 38,862. EPA also emphasized that CASAC unanimously agreed with the proposed change. Id. at 38,861; see also U.S. Envtl. PROt. Agency, EPA-SAB-CASAC-LTR-96-002, LetteR Re: CASAC Closuee on the PRIMARY Standard Portion of the Staff PapeR for Ozone 2 (1995) (“CASAC OzoNE Letter”) (“The Panel was in unanimous agreement that the present [one]-hour standard be eliminated and replaced with an [eight]-hour standard.”). Acknowledging some individual CASAC members’ comments to the effect that “choosing between a [one] or [eight]-hour averaging time is a ‘policy’ choice” not dictated by science, EPA declined to view “these individual statements during the course of CASAC’s review” as in any way “contradicting] [ ]or superseding] the clear and unanimous agreement” on the issue “conveyed ... in [CASAC’s] closure letter.” Ozone NAAQS,
Turning to the 0.08 ppm level of the primary standard, EPA first explained that because ozone is — or is thought to be — a non-threshold pollutant, “it is not possible to select a level below which absolutely no [health] effects are likely to occur.” Id. at 38,863. Nevertheless, EPA undertook to select a standard level that would “reduce risk sufficiently to protect public health with an adequate margin of safety.” Id. In deciding among the proposed levels (0.09, 0.08, and 0.07 ppm), EPA took into account a number of “key observations and conclusions,” id., including:
• CASAC’s conclusion that the old standard “provided little, if any, margin of safety,” id. (internal quotation marks and citations omitted);
• Numerous epidemiological studies attributing “excess hospital admissions” to ozone exposure at concentrations below that of the old standard, id. at 38,864;
• Evidence that an eight-hour-average, 0.09 ppm standard would constitute only a modest improvement over the old standard, id.;
• “[C]lear evidence from human clinical studies” that prolonged exposure to 0.08 ppm of ozone, at moderate exertion, correlates positively with health effects like coughing, pain with inhala*377 tion, and reduced lung function, id. at 38,863-64;
• Clinical studies suggesting that “[wjhile group mean responses ... at ... 0.08 ppm” — the “lowest exposure level tested” — are usually “small or mild in nature, responses of some sensitive individuals are sufficiently severe ... to be considered adverse,” id.;
• Indications from the nine area study that “statistically significant reductions in exposure and risk ... result from alternative [eight]-hour standards as the level [is lowered] from 0.09 ppm to ... 0.07 ppm,” but that “there is no ... bright fine that differentiates between acceptable and unacceptable risks within this range,” id. at 38,864; and finally,
• Evidence from the same study that “a standard set at 0.09 ppm would allow approximately 40 percent to 65 percent more outdoor children to experience [decreases in lung function and pain with inhalation] than would a 0.08 ppm standard,” id. at 38,868.
Despite some “inherent uncertainties,” EPA viewed these observations and conclusions, taken together, as indicating that the “public health impacts” of ozone at levels lower than the one-hour, 0.12 ppm standard are “important and sufficiently large as to warrant a standard set at a level of 0.08 ppm.” Id.
Acknowledging that numerous public comments advocated a level of 0.07 ppm, EPA offered several explanations for its decision to reject a more stringent standard. Most important, EPA pointed out that not one CASAC panel member “supported a standard set lower than 0.08 ppm, specifically after considering a range of alternative standards that included 0.07 ppm.” Ozone NAAQS,
One final aspect of EPA’s discussion of the primary NAAQS level is relevant here: The Agency’s response to certain comments questioning its reliance on specific field, epidemiological, and clinical studies. According to EPA, the comments “did not reflect an integrative assessment of the evidence — the approach CASAC has historically urged [the Agency] to follow — but rather a piecemeal look at each individual study.” Id. at 38,866. EPA therefore dismissed the comments, arguing that such an incremental critique “tends to miss the strength of the entire body of evidence taken together.” Id.
In setting the secondary NAAQS, EPA “focused on [ozone] effects on vegetation[,] since these public welfare effects are of most concern at [ozone] concentrations typically occurring in the United States.” Ozone NAAQS,
Ozone Petitioners’ Claims
American Trucking Associations and the other Ozone Petitioners challenge the NAAQS along several lines. To begin with, just as State and Business Petitioners argued with respect to the NAAQS for particulate matter, Ozone Petitioners contend that EPA neither identified nor applied “any legal standard” in setting the ozone NAAQS. Ozone Pet’rs’ Br. at 38. Petitioners cite EPA’s statements that it need not identify a “safe level” of ozone, and that “margin of safety determinations ... may not be amenable to quantification in terms of what risk is ‘acceptable’ or any other metric,” Ozone NAAQS,
Petitioners raise two specific arguments regarding the primary ozone NAAQS. First, they assert that EPA “failed to determine whether attainment of the [old, one-hour-average, primary ozone] standard would leave unacceptable public health risk,” Ozone Pet’rs’ Br. at 43, and relatedly, that “none of the alternative [eight]-hour standards [considered by EPA] is significantly more protective of the public health than the [old] [one]-hour NAAQS,” id. at 47-48. We disagree. As noted earlier, not only is the record replete with references to studies demonstrating the inadequacies of the old one-hour standard, see supra pp. 378-79, but EPA discussed at length the advantages of a longer averaging time, including reduced risk of prolonged exposures to unhealthy ozone levels and increased uniformity of protection across different urban areas, see Ozone NAAQS,
Though somewhat more persuasive, Petitioners’ second specific challenge also falls short. They argue that in selecting a level of 0.08 ppm rather than 0.09 or 0.07, EPA reached “inconsistent conclusions regarding specific health risks,” thus “demonstrating] that [the Agency’s] decision to revise the NAAQS lacks a rational basis and therefore is arbitrary and capricious.” Ozone Pet’rs’ Br. at 48. In support of this point, Petitioners challenge EPA’s three justifications for selecting 0.08 rather than 0.07: that no CASAC member supported a standard below 0.08; that health effects at ozone levels below 0.08 are transient and reversible; and that 0.07 would be too close to peak background levels. See supra p. 377 (noting these arguments). As to the first point, Petitioners observe that “most members of the CASAC panel who expressed an opinion on standard level supported a level above ... 0.08 ppm,” and that “CASAC ultimately concluded that there is ‘no bright line’ distinguishing any of the alternative standards ... as significantly more protective of public health.” Ozone Pet’rs’ Br. at 49-60 (quoting CA-SAC Ozone Letter at 3). In addition, Petitioners point out, ATA I expressly discredits the contention that ozone health effects are more transient and reversible at concentrations below 0.08 ppm than at concentrations between 0.08 and 0.09.
Although we think Petitioners’ individual criticisms have some force, we are satisfied that in selecting a level of 0.08 rather than 0.07 (or, for that matter, 0.09), EPA “engage[d] in reasoned decision-making.” American Lung Ass’n,
This brings us, finally, to Petitioners’ challenges to the secondary ozone NAAQS. According to Petitioners, the secondary NAAQS are unlawful because EPA failed to account for factors other than ozone — including “temperature, rainfall, and pests” — that affect crop-yield. Ozone Pet’rs’ Br. at 56 (internal quotation marks and citations omitted). This is unreasonable. EPA had no more obligation to consider climatic conditions and pests in “evaluating] whether its new [secondary] standard would measurably improve crop yield,” id., than to consider automobile accidents and malnutrition in evaluating whether its new primary standard would measurably improve public health. The Clean Air Act directs EPA to protect public welfare from adverse effects of ozone and other pollutants; the Agency cannot escape that directive simply because ozone wreaks less havoc than temperature, rainfall, and pests.
Citing various CASAC comments regarding the “ ‘lack of relevant plant exposure studies,’ ” Petitioners next argue that EPA estimated the crop-related risks of ozone “crude[ly].” Id. (quoting U.S. Envtl. Prot. Agency, EPA-SAB-CASAC-LTR-96-006, Letter Re: Closure by [CA-SAC] on the Secondary Standard Portion op the Staff Paper for Ozone 4 (1996) (“Second CASAC Ozone Letter”)) (internal quotation marks and citations omitted). CASAC, however, found more than enough data to justify revising the existing secondary NAAQS. Second CASAC Ozone Letter at 2 (“[I]t was agreed that a secondary NAAQS, more stringent than the present primary standard, was necessary to protect vegetation from ozone.”). Moreover, nothing in the Clean Air Act requires EPA to wait until it has perfect information before adopting a protective secondary NAAQS. Rather, the Act mandates promulgation of secondary standards requisite to protect public welfare from any “anticipated adverse effects associated with” regulated pollutants, 42 U.S.C. § 7409(b)(2) (emphasis added), suggesting that EPA must act as soon as it has enough information (even if crude) to “anticipate[ ]” such effects — just as it did here.
V.
The petitions for review are denied except to the extent ATA I, ATA II, and Whitman require further action by EPA.
So ordered.
