SACK, Circuit Judge: ■
“Water, water, everywhere / Nor any drop to drink.”2
Because New York City cannot tap the rivers, bays, and ocean that inhabit, surround, or, on occasion, inundate it to slake the thirst of its many millions of residents, it must instead draw water primarily from remote areas north of the City, mainly the Catskill Mountain/Delaware River watershed west of the Hudson River, and the Croton Watershed east of the Hudson River and closer to New York City.3 Water is drawn from the Schoharie Reservoir4 through the eighteen-mile-long Shandaken Tunnel into the Esopus Creek. The Creek’s water, in turn, flows into another reservoir, then through an aqueduct, and then through several more reservoirs and tunnels alongside the Hudson River, having crossed the River to its Eastern shore some 50 miles north of New York City. Eventually, it arrives at its final destination: the many taps, faucets, and the like within the City’s five boroughs.
The movement of water from the Scho-harie Reservoir through the Shandaken [500] Tunnel into the Esopus Creek is what is known as a “water transfer,” an activity that conveys or connects waters of the United States without subjecting those waters to any intervening industrial, municipal, or commercial use. Water transfers are an integral part of America’s water-supply infrastructure, of which the Scho-harie Reservoir system is but a very small part. Each year, thousands of water transfers are employed in the course of bringing water to homes, farms, and factories not only in the occasionally rain-soaked Eastern, Southern, and Middle- and North-Western portions of the country, but also in the arid West (including large portions of the Southwest). Usable bodies of water in the West tend to be scarce, and most precipitation there falls as snow, often in sparsely populated areas at considerable distance from their water authorities’ urban and agricultural clientele.
Historically, the United States Environmental Protection Agency (the “EPA”) has taken a hands-off approach to water transfers, choosing not to subject them to the requirements of the National Pollutant Discharge Elimination System (“NPDES”) permitting program established by the Clean Water Act in 1972. Some have criticized the EPA for this approach. They argue that like ballast water in ships,5 water transfers can move harmful pollutants from one body of water to another, potentially putting local ecosystems, economies, and public health at risk. While acknowledging these concerns, the EPA has held fast to its position. Indeed, following many lawsuits seeking to establish whether NPDES permits are required for water transfers, the EPA formalized its stance in 2008—more than three decades after the passage of the Clean Water Act—in a rule known as the “Water Transfers Rule.”
Shortly thereafter, several environmentalist organizations and state, provincial, and tribal governments challenged the Rule by bringing suit against the EPA and its Administrator in the United States District Court for the Southern District of New York. After many entities—governmental, tribal, and private—intervened on either side of the case, the district court (Kenneth M. Karas, Judge) granted summary judgment for the plaintiffs, vacating the Rule and remanding the matter to the EPA. In a thorough, closely reasoned, and detailed opinion, the district court concluded that although Chevron deference is applicable and requires the courts to defer to the EPA and uphold the Rule if it is reasonable, the Rule represented an unreasonable interpretation of the Clean Water Act, and was therefore invalid under the deferential two-step framework for judicial review established in Chevron, U.S.A., Inc. v. Natural Resources Defense Council, Inc., 467 U.S. 837, 104 S.Ct. 2778, 81 L.Ed.2d 694 (1984). The court held that the Rule was contrary to the requirements established by the Act.
The Federal Government and the inter-venor-defendants timely appealed. Despite the district court’s herculean efforts and its careful and exhaustive explanation for the result it reached, we now reverse for the reasons set forth below.
At step one of the Chevron analysis, we conclude—as did the district court—that the Clean Water Act does not speak directly to the precise question of whether NPDES permits are required for water transfers, and that it is therefore necessary to proceed to Chevron’s second step. At step two of the Chevron analysis, we conclude—contrary to the district court— that the Water Transfers Rule’s interpretation of the Clean Water Act is reasonable. We view the EPA’s promulgation of [501] the Water Transfers Rule here as precisely the sort of policymaking decision that the Supreme Court designed the Chevron framework to insulate from judicial second- (or third-) guessing. It may well be that, as the plaintiffs argue, the Water Transfers Rule’s interpretation of the Clean Water Act is not the interpretation best designed to achieve the Act’s overall goal of restoring and protecting the quality of the nation’s waters. But it is nonetheless an interpretation supported by valid considerations: The Act does not require that water quality be improved whatever the cost or means, and the Rule preserves state authority over many aspects of water regulation, gives regulators flexibility to balance the need to improve water quality with the potentially high costs of compliance with an NPDES permitting program, and allows for several alternative means for regulating water transfers. While we might prefer an interpretation more consistent with what appear to us to be the most prominent goals of the Clean Water Act, Chevron tells us that so long as the agency’s statutory interpretation is reasonable, what we might prefer is irrelevant.
BACKGROUND6
The Clean Water Act and the National Pollutant Discharge Elimination System (“NPDES”) Permitting Program
In 1972, following several events such as the 1969 “burning” of the' Cuyahoga River in Cleveland, Ohio that increased national concern about pollution of our nation’s waters, Congress enacted the Federal Water Pollution Control Act (“FWPCA”) Amendments of 1972, 86 Stat. 816, as amended, 88 U.S.C. § 1251 ei seq., commonly known as the Clean Water Act (sometimes hereinafter the “Act” or the “CWA”). Congress’s principal objective in passing the Act was “to restore and maintain the chemical, physical, and biological integrity of the Nation’s waters.” 33 U.S.C. § 1251(a). Congress also envisioned that the Act’s passage would enable “the discharge of pollutants into the navigable waters [to] be eliminated by 1985.” Id. § 1251(a)(1). Although time has proven this projection to have been over-optimistic at best, it is our understanding that the Act has succeeded to a significant degree in cleaning up our nation’s waters.7
[502] The Act “prohibits ‘the discharge of any pollutant by any person’ unless done in compliance with some provision of the Act.” S. Fla. Water Mgmt. Dist. v. Miccosukee Tribe, 541 U.S. 95, 102, 124 S.Ct. 1537, 158 L.Ed.2d 264 (“Miccosukee”) (quoting 33 U.S.C. § 1311(a)). The statute defines the discharge of a pollutant as “any addition of any pollutant to navigable waters from any point source,”8 33 U.S.C. § 1362(12)(A), where “navigable waters” means “the waters of the United States, including the territorial seas,” id. § 1362(7). The principal provision under which such a discharge may be allowed is Section 402, which establishes the “National Pollutant Discharge Elimination System” (“NPDES”) permitting program. 33 U.S.C. § 1342. With narrow exceptions not relevant here, a party must acquire an NPDES permit in order to discharge a specified amount of a specified pollutant. See id.; Miccosukee, 541 U.S. at 102, 124 S.Ct. 1537. Thus, without an NPDES permit, it is unlawful for a party to discharge a pollutant into the nation’s navigable waters.
“[B]y setting forth technology-based effluent limitations and, in certain cases, additional water quality based effluent limitations[, ]the NPDES permit ‘defines, and facilitates compliance with, and enforcement of, a preponderance of a discharger’s obligations under the [Act].’ ” Waterkeeper Alliance, Inc. v. EPA, 399 F.3d 486, 492 (2d Cir. 2005) (third brackets in original) (quoting EPA v. California ex rel. State Water Res. Control Bd., 426 U.S. 200, 205, 96 S.Ct. 2022, 48 L.Ed.2d 578 (1976)). Noncompliance with an NPDES permit’s conditions is a violation of the Clean Water Act. 33 U.S.C. § 1342(h). Once an NPDES permit has been issued, the EPA, states, and citizens can bring suit in federal court to enforce it. See id. §§ 1319(a)(3), 1365(a).
The Act envisions “cooperative federalism” in the management of the nation’s water resources. See, e.g., New York v. United States, 505 U.S. 144, 167, 112 S.Ct. 2408, 120 L.Ed.2d 120 (1992) (referring to the Act as an example of “cooperative federalism”); Arkansas v. Oklahoma, 503 U.S. 91, 101, 112 S.Ct. 1046, 117 L.Ed.2d 239 (1992) (the Act “anticipates a partnership between the States and the Federal Government”). Reflecting that approach, states typically control the NPDES permitting programs as they apply to waters within their borders, subject to EPA approval. See 33 U.S.C. §§ 1314(f)(2), 1342(b)-(c).9 The Act also preserves states’ “primary responsibilities and rights” to abate pollution, id. § 1251(b), including their traditional prerogatives to “plan the development and use (including restoration, preservation, and enhancement) of ... water resources,” id. and to “allocate quantities of water within [their] jurisdiction,” id. § 1251(g),10 subject to the federal [503] floor, on environmental protection set by the Act and regulations promulgated thereunder by the EPA, see Nat. Res. Def. Council v. EPA, 808 F.3d 556, 580 (2d Cir. 2015).
Water Transfers and the Water Transfers Rule11
According to EPA regulations, a “water transfer” is “an activity that conveys or connects waters of the United States without subjecting the. transferred water to intervening industrial, municipal, or commercial use.” 40 C.F.R. § 122.3(i). Water transfers take a variety of forms. A transfer may be accomplished, for example, through artificial tunnels and channels, or natural streams and water bodies; 'and through active pumping or passive direction. There are thousands of water transfers currently in place in the United States, including at least sixteen major diversion projects west of the Mississippi River. Many of the largest U.S. cities draw on water transfers to bring drinkable water to their residents. The City of New York’s “water supply system ... relies on transfers of water among its [nineteen] collecting reservoirs. The City provides approximately 1.2 billion gallons of ... water a day to nine million people—nearly half of the population of New York State.” Letter Dated August 7, 2006, from Mark D. Buffer, General Counsel, City of New York Department of Environmental Protection to EPA, at 1, J.A. at 331.
The parties and amici tell us that water transfers are of special significance in the Western United States. Because much precipitation in the West falls as snow, water authorities there must capture water when and where the snow falls and melts, typically in remote and sparsely populated areas, and then transport it to agricultural and urban sites where it is most needed. See Western States Br. 1-2; see also State of California Amicus Br. 16 n.5. Colorado, for example, engages in over forty interbasin diversions in order to serve the State’s water needs. See Letter Dated July 17, 2006, from Brian N. Nazar-enus, Chair, Colorado Water Quality Control Commission, to Water Docket, EPA, at 1, J.A. at 320. California uses the “California State Water Project,” a complex water delivery system based on interbasin transfers from Northern California to Southern California, to serve the water needs of 25 million of its 37 million residents. See State of California Amicus Br. 3-10. Water transfers are also obviously crucial to agriculture, conveying water to enormously' important farmihg regions such as the Central and Imperial Valleys of California, Weld and Larimer Counties in Colorado, the Snake River Valley of Idaho, and the Yakima Valley of Washington. See Water Districts Br. 16-19.
At the same time, though, water transfers, like ballast water in ships, see generally Nat. Res. Def, Council, 808 F.3d at 561-62, can move pollutants from one body of water to another, potentially endangering ecosystems, portions of the economy, and public health near the receiving water body—and possibly beyond. Despite these risks, for many years the EPA has taken a [504] passive approach to regulating water transfers, effectively exempting them from the NPDES permitting system. The States have also generally adopted a hands-off policy.12
During the 1990s and 2000s, prior to its codification in the Water Transfers Rule, the EPA’s position was challenged by, among others, environmentalist groups, which filed several successful lawsuits asserting that NPDES permits were required for some specified water transfers. See, e.g., Catskill Mountains Chapter of Trout Unlimited, Inc. v. City of New York, 461 F.3d 77 (2d Cir. 2006) (“Catskill IF), cert. denied, 549 U.S. 1252, 127 S.Ct. 1373, 167 L.Ed.2d 160 (2007); N. Plains Res. Council v. Fid. Expl. & Dev. Co., 325 F.3d 1155 (9th Cir.), cert. denied, 540 U.S. 967, 124 S.Ct. 434, 157 L.Ed.2d 312 (2003); Catskill Mountains Chapter of Trout Unlimited, Inc. v. City of New York, 273 F.3d 481 (2d Cir. 2001) (“Catskill /”); see also Dubois v. U.S. Dep’t of Agrie., 102 F.3d 1273 (1st Cir. 1996), cert. denied sub nom. Loon Mountain Recreation Corp. v. Dubois, 521 U.S. 1119, 117 S.Ct. 2510, 138 L.Ed.2d 1013 (1997). None of these decisions classified the EPA’s views on the regulation of water transfers as sufficiently formal to warrant Chevron deference. See, e.g., Catskill II, 451 F.3d at 82 (declining to apply Chevron deference framework); Catskill I, 273 F.3d at 491 (same).
In response, the EPA took steps to formalize its position. In August 2005, the EPA’s Office of General Counsel and Office of Water issued a legal memorandum written by then-EPA General Counsel Ann R. Klee (the “Klee Memorandum”) that argued that Congress did not intend for water transfers to be subject to the NPDES permitting program. The EPA proposed a formal rule incorporating this interpretation on June 7, 2006, 71 Fed. Reg. 32,887, and then, following noticé- and-comment rulemaking proceedings, on June 13, 2008, adopted a final rule entitled “National Pollutant Discharge Elimination System (NPDES) Water Transfers Rule” (the ‘Water Transfers Rule”), 73 Fed. Reg. 33,697-708 (June 13,2008) (codified at 40 C.F.R. § 122.3(f)).
The Water Transfers Rule’s summary states:
EPA is issuing a regulation to clarify that water transfers are not subject to regulation under the National Pollutant Discharge Elimination System (NPDES) permitting program. This rule defines water transfers as an activity that conveys or connects waters of the United States without subjecting the transferred water to intervening industrial, municipal, or commercial use. This rule focuses exclusively on water transfers and does not affect any other activity that may be subject to NPDES permitting requirements.
Id. at 33,697.
The Rule states that water transfers “do not require NPDES permits because they do not result in the ‘addition’ of a pollutant.” 13 Id. at 33,699. No NPDES permit is required if “the water being conveyed [505] [is] a water of the U.S. prior to being discharged to the receiving waterbody” and the water is transferred “from one water of the U.S. to another water of the U.S.”14 Id. (footnote omitted). Thus, even if a water transfer conveys waters in which pollutants are present, it does not result in an “addition” to “the waters of the United States,” because the pollutant is already present in “the waters of the United States.” Under the EPA’s view, an “addition” of a pollutant under the Act occurs only “when pollutants are introduced from outside the waters being transferred.” Id. at 38,701. On appeal—but not in the Water Transfers Rule itself—-the EPA characterizes this interpretation of Section 402 of the Clean Water Act as embracing what is often referred to as the “unitary-waters” reading of the statutory language, see EPA Br. 15-16, 54, which we will discuss further below.
In the Water Transfers Rule, the EPA justified its interpretation of the Act in an explanation spanning nearly four pages of the Federal Register, touching on the text of Section 402, the structure of the Act, and pertinent legislative history. See Water Transfers Rule, 73 Fed. Reg. at 33,700-03. The EPA explained that its “holistic approach to the. text” of the statute was “needed here in particular because the heart of this matter is the balance Congress created between federal and State oversight of activities affecting the nation’s waters.” Id. at 33,701. The agency also responded to a wide variety of public comments on the proposed Rule. See id. at 33,703-06.
District Court Proceedings
On June 20, 2008, a group of environmental conservation and sporting organizations filed a complaint against the EPA and its Administrator (then Stephen L. Johnson, now Gina McCarthy) in the United States District Court for the Southern District of New York. The States of New York, Connecticut, Delaware, Illinois, Maine, Michigan, Minnesota, Missouri, and Washington, and the Province of Manitoba, Canada (collectively, the “Anti-Rule States”) did the same on October 2, 2008. In their complaints, the plaintiffs requested that the district court hold unlawful and set aside the Water Transfers Rule pursuant to Section 706(2) of the Administrative Procedure Act (the “APA”), 5 U.S.C. § 706(2).15 In October 2008, the district court consolidated the two cases and granted a motion by the City of New York to intervene in support of the defendants.
At about the same time these actions were filed, five parallel petitions for review of the Water Transfers Rule were filed in the First, Second, and Eleventh Circuits. On July 22, 2008, the United States Judicial Panel on Multidistrict Litigation consolidated these petitions and randomly as[506] signed them to the Eleventh Circuit. The Eleventh Circuit then consolidated a sixth petition for review, and stayed all of these petitions pending its disposition of Friends of the Everglades v. South Florida Water Management District, 570 F.3d 1210 (11th Cir. 2009) (“Friends I”), a separate but conceptually related case. The district court in the case now before us granted the EPA’s motion to stay, the proceedings pending the Eleventh Circuit’s resolution of Friends I and the six consolidated petitions. See Catskill Mountains Chapter of Trout Unlimited, Inc. v. EPA, 630 F.Supp.2d 295, 307 (S.D.N.Y. 2009). In June 2009, the Eleventh Circuit issued a decision in Friends I, 570 F.3d 1210 (11th Cir. 2009), reh’g en banc denied, 605 F.3d 962 (2010), cert. denied, 562 U.S. 1082, 131 S.Ct. 643, 645, 178 L.Ed.2d 512, and cer., denied sub nom. Miccosukee Tribe v. S. Fla. Water Mgmt. Dist., 562 U.S. 1082, 131 S.Ct. 645, 178 L.Ed.2d 512 (2010), according Chevron deference to, and upholding, the Water Transfers Rule. Id. at 1227-28. Then, on October 26, 2012, the Circuit issued a decision dismissing the six consolidated petitions for lack of subject-matter jurisdiction under 33 U.S.C. § 1369(b)(1). Friends of the Everglades v. EPA, 699 F.3d 1280, 1286, 1289 (11th Cir. 2012) (“Friends II”), cert. denied, — U.S.—, 134 S.Ct. 421, 187 L.Ed.2d 280, and cert. denied sub nom. U.S. Sugar Corp. v. Friends of the Everglades, — U.S.—, 134 S.Ct. 422, 187 L.Ed.2d 280, and cert. denied sub nom. S. Fla. Water Mgmt. Dist. v. Friends of the Everglades, — U.S.—, 134 S.Ct. 422, 187 L.Ed.2d 280 (2013). The district court in the case at bar lifted the stay on December 17, 2012, the date the Eleventh Circuit’s mandate in Friends II was issued.
On January 30, 2013, the district court granted multiple applications on consent to intervene as plaintiffs and defendants under Federal Rule of Civil Procedure 24. This added as intervenor-plaintiffs the Miccosukee Tribe of Indians of Florida, Friends of the Everglades, the Florida Wildlife Federation, and the Sierra Club, and as intervenor-defendants the States of Alaska, Arizona (Department of Water Resources), Colorado, Idaho, Nebraska, Nevada, New Mexico, North Dakota, Texas, Utah, and Wyoming, and various municipal water providers from Western states. The parties filed multiple motions and cross-motions for summary judgment.
On March 28, 2014, the district court granted the plaintiffs’ mptions for summary judgment and denied the defendants’ cross-motions. Catskill Mountains Chapter of Trout Unlimited, Inc. v. EPA, 8 F.Supp.3d 500 (S.D.N.Y. 2014). At the first step of the Chevron analysis, the district court decided that the Clean Water Act is ambiguous as to whether Congress intended the NPDES program to apply to water transfers. Id. at 518-32. The district court then proceeded to the second step of the Chevron analysis, at which it struck down the Water Transfers Rule as an unreasonable interpretation of the Act. Id. at 532-67.
The defendants and intervenor-defen-dants other than the Northern Colorado Water Conservancy District (hereinafter “the defendants”) timely appealed.
DISCUSSION
“On appeal from a grant of summary judgment in a challenge to agency action under the APA, we review the administrative record and the district court’s decision de novo.” Bellevue Hosp. Ctr. v. Leavitt, 443 F.3d 163, 173-74 (2d Cir. 2006). We conclude that the Water Transfers Rule is a reasonable interpretation of the Clean Water Act and is therefore entitled to Chevron deference. Accordingly, we reverse the judgment of the district court.
[507] We evaluate challenges to an agency’s interpretation of a statute that it administers within the two-step Chevron deference framework. Lawrence + Mem’l Hosp. v. Burwell, 812 F.3d 257, 264 (2d Cir. 2016). At Chevron Step One, we ask “whether Congress has directly spoken to the precise question at issue. If the intent of Congress is clear, that is the end of the matter; for the court, as well as the agency, must give effect to the unambiguously expressed intent of Congress.” Chevron, 467 U.S. at 842-43, 104 S.Ct. 2778. If the statutory language is “silent or ambiguous,” however, we proceed to Chevron Step Two, where “the question for the court is whether the agency’s answer is based on a permissible construction of the statute” at issue. Id. at 843,104 S.Ct. 2778. If it is—i.e., if it is not “arbitrary, capricious, or manifestly contrail to the statute,” id. at 844, 104 S.Ct. 2778—we will accord deference to the agency’s interpretation of the statute so long as it is supported by a reasoned explanation, and “so long as the construction is ‘a reasonable policy choice for the agency to make,’” Nat’l Cable & Telecomms. Ass’n v. Brand X Internet Servs., 545 U.S. 967, 986, 125 S.Ct. 2688, 162 L.Ed.2d 820 (2005) (“Brand X’) (quoting Chevron, 467 U.S. at 845, 104 S.Ct. 2778).
This framework has been fashioned as a means for the proper resolution of administrative-law disputes that involve all three branches of the Federal Government, seri-atim.
First, the Legislative Branch, Congress, passes a bill that reflects its judgment on the issue—in the case before us, the Clean Water Act. After the head of the Executive Branch, the President, signs that bill, it becomes the law of the land.
Second, the Executive Branch, if given the authority to do so by legislation, may address the issue through its authorized administrative agency or agencies, typically although not necessarily by regulation— in this case the EPA through its Water Transfer Rule. In doing so, the executive agency must defer to the Legislative Branch by following the law or laws that it has enacted and that cover the matter.
Only last, in case of a challenge to the Legislative Branch’s authority to pass the law, or to the Executive Branch’s authority to administer it in the manner that it has chosen to adopt, may we in the Judicial Branch become involved in the process. When we do so, though, we are not only last, we are least: We must defer both to the Legislative Branch by refraining from reviewing Congress’s legislative work beyond determining what the statute at issue means and whether it is constitutional, and to the Executive Branch by using the various principles of deference, including Chevron deference, which we conclude is applicable in the case at bar. For us to decide for ourselves what in fact is the preferable route for addressing the substantive problem,at hand would be directly contrary to this constitutional scheme. What we may think to be the best or wisest resolution of problems of water transfers and pollution emphatically does not matter.
Abiding by this constitutional scheme, we begin at Chevron Step One. We conclude, as did the district court, that Congress did not in the Clean Water Act clearly and unambiguously speak to the precise question of whether NPDES permits are required for water transfers. It is therefore necessary to proceed to Chevron Step Two, under which we conclude that the EPA’s interpretation of the Act in the Water Transfers Rule represents a reasonable policy choice to which we must defer. The question is whether the Clean Water Act can support the EPA’s interpretation, taking into account the full [508] panoply of interpretive considerations advanced by the parties. Ultimately, we conclude that the Water Transfers Rule satisfies Chevron’s deferential standard of review because it is supported by a reasoned explanation that sets forth a reasonable interpretation of the Act.
I. Chevron Step One
At Chevron Step One, “the [reviewing] court must determine ‘whether Congress has directly spoken to the precise question at issue. If the intent of Congress is clear, that is the end of the matter; for the court, as well as the agency, must give effect to the unambiguously expressed intent of Congress.’” City of Arlington v. FCC, — U.S.—, 133 S.Ct. 1863, 1868, 185 L.Ed.2d 941 (2013) (quoting Chevron, 467 U.S. at 842-43, 104 S.Ct. 2778). To determine whether a statute is ambiguous, we employ “traditional tools of statutory construction” to ascertain if “Congress had an intention on the precise question at issue” that “must be given effect.” Chevron, 467 U.S. at 843 n.9, 104 S.Ct. 2778.
The issue before us at this point, then, is whether the Act plainly requires a party to acquire an NPDES permit in order to make a water transfer. We agree with the district court that the Clean Water Act does not clearly and unambiguously speak to that question. We will begin, however, by addressing the plaintiffs’ argument that we previously held otherwise in Catskill I, 273 F.3d 481 (2d Cir. 2001), and Catskill II, 451 F.3d 77 (2d Cir. 2006).
A. Catskill I and Catskill II
The plaintiffs argue that this case can be resolved at Chevron Step One because we held in Catskill I and Catskill II that the Clean Water Act unambiguously requires NPDES permits for water transfers. We disagree with the plaintiffs’ reading of those decisions because our application there of the deference standard set forth in Skidmore v. Swift & Co., 323 U.S. 134, 65 S.Ct. 161, 89 L.Ed. 124 (1944), and United States v. Mead Corp., 533 U.S. 218, 121 S.Ct. 2164, 150 L.Ed.2d 292 (2001)— so-called “Skidmore” or “Skidmore/Mead” deference—and the reasoning underlying the decisions make clear that we have not previously held that the statutory language at issue here is unambiguous, such that we cannot defer under Chevron to the EPA’s interpretation of the Clean Water Act in the Water Transfers Rule.
In Catskill I, we held that that the City of New York16 violated the Clean Water Act by transferring turbid water17 from the Schoharie Reservoir through the Shan-daken Tunnel into the Esopus Creek without an NPDES permit, because the transfer of turbid water into the Esopus Creek was an “addition” of a pollutant. 273 F.3d at 489-94. Following our remand in Catskill I, the district court assessed a $5,749,000 civil penalty against New York City and ordered the City to obtain a permit for the operation of the Shandaken Tunnel. The City’s appeal from that ruling was resolved in Catskill II, in which we reaffirmed the holding of Catskill I. Catskill II, 451 F.3d at 79.
In both Catskill I and Catskill II, we applied the Skidmore deference standard to informal policy statements by the EPA that interpreted the same provision of the Act at issue here not to require NPDES permits for water transfers. See [509] id. at 83-84 & n.5 (noting that under Skid-more “[w]e ... defer to the' agency interpretation according to its ‘power to persuade’ ” and “declinfing] to defer to the EPA[’s]” informal interpretation of the CWA as expressed in the Klee Memorandum (quoting Mead, 533 U.S. at 235, 121 S.Ct. 2164)); Catskill I, 273 F.3d at 490-91 (applying Skidmore to the EPA’s position as expressed in informal policy statements and litigation positions, and concluding that “we do not find the EPA’s position to be persuasive”). Skidmore instructs that “the rulings, interpretations and opinions” of an agency may constitute “a body of experience and informed judgment to which courts and litigants may properly resort for guidance.” Skidmore, 323 U.S. at 140, 65 S.Ct. 161. The appropriate level of deference accorded to an agency’s interpretation of a statute under the Skidmore standard depends on the interpretation’s “power to persuade,” which in turn depends on, inter alia, “the thoroughness evident in its consideration, the validity of its reasoning, [and] its consistency with earlier and later pronouncements.” Id. This “approach has produced a spectrum of judicial responses, from great respect at one end, to near indifference at the other.” Mead,, 533 U.S. at 228, 121 S.Ct. 2164 (internal citations omitted).18
Although the Chevron and Skid-more deference standards differ in application, they are similar in one respect: As with Chevron deference, we will defer to the agency’s interpretation under the Skidmore standard only when the statutory language at issue is ambiguous. See, e.g., Riegel v. Medtronic, Inc., 552 U.S. 312, 326, 128 S.Ct. 999, 169 L.Ed.2d 892 (2008) (suggesting that it is “unnecessary” to engage in Skidmore analysis if “the statute itself speaks clearly to the point at issue”); Exxon Mobil Corp. & Affiliated Cos. v. Comm’r of Internal Revenue, 689 F.3d 191, 200 n.13 (2d Cir. 2012) (explaining that Skidmore analysis applies to “an agency’s interpretation of an ambiguous statute”); Wong v. Doar, 571 F.3d 247, 258 (2d Cir. 2009) (concluding that “Congress did not speak directly to the issue” before proceeding to apply Skidmore deference); see also Gen. Dynamics Land Sys., Inc. v. Cline, 540 U.S. 581, 600, 124 S.Ct. 1236, 157 L.Ed.2d 1094 (2004) (“[Deference to [an agency’s] statutory interpretation is called for only when the devices of judicial construction have been tried and found to yield no clear sense of congressional intent.”); High Sierra Hikers Ass’n v. Blackwell, 390 F.3d 630, 638 (9th Cir. 2004) (“If the statute is clear and unambiguous, no .deference is required and the plain meaning of Congress will be enforced.”). As commentators have noted, although the Supreme Court has not explicitly stated “that Skidmore necessarily includes a ‘step one’ inquiry along the lines of Chevron [S]tep [0]ne[,] ... in practice, Skidmore generally does include a ‘step one,’ ” in which a court “first review[s] the statute for a plain meaning [to] determin[e] [whether] the statute [is] ambiguous.” Kristin E. Hickman & Matthew D. Krueg[510] er, In Search of the Modem Skidmore Standard, 107 Colum. L. Rev. 1235, 1280 (2007) (collecting cases).
But as the dissent correctly notes, see Dissent at 541-42, it does not follow that a particular application of the Skidmore framework implies a threshold conclusion that the relevant statutory language is ambiguous. Although a court could first conclude that the text is unambiguous—and therefore that Skidmore deference is inappropriate or unnecessary19—it could instead engage in Skidmore analysis without answering this threshold question by considering the statutory text as one of several factors relevant to determining whether the agency interpretation has the “power to persuade.” Skidmore, 323 U.S. at 140, 65 S.Ct. 161. Yet even under this approach, courts will not rely on agency interpretations that are inconsistent with unambiguous statutory language. See, e.g., EEOC v. Arabian American Oil, 499 U.S. 244, 257, 111 S.Ct. 1227, 113 L.Ed.2d 274 (1991) (declining to rely on an agency interpretation that “lack[ed] support in the plain language of the statute” after considering the statutory language as one of several' factors relevant to Skidmore analysis).20 Thus, regardless of whether or not a court makes a threshold ambiguity determination, “the Skidmore standard implicitly replicates Chevron’s first step.” Hickman & Krueger, supra, at 1247.
Our application of the Skidmore deference standard in Catskill I and Catskill II makes clear that we did not decide and have not decided that the statutory language at issue in this case—“addition ... to navigable waters”—is unambiguous. Although we did not explicitly conclude in those cases that the statutory text was ambiguous, we made clear that we did not intend to foreclose the EPA from adopting a unitary-waters reading of the Act (i.e., waters of the United States means all of those waters rather than each of them) in a formal rule; indeed, we stated in Catskill I that “[i]f the EPA’s position had been adopted in a rulemaking or other formal proceeding, [Chevron ] deference might be appropriate.” Catskill I, 273 F.3d at 490-91 & n.2. This statement implies that we thought the relevant statutory text was at least possibly ambiguous.
The few references to “plain meaning” in Catskill I and Catskill II do not compel a different conclusion. The crucial interpretive question framed by Catskill I— which we identified as the “crux” of the appeal—was “the meaning of ‘addition,’ which the Act does not define.” Id. at 486. As the dissent points out, see Dissent at 543-44, we concluded in Catskill I that, based on the “plain meaning” of that term, the transfer of turbid water resulted in “an ‘addition’ of a ‘pollutant’ from a ‘point source’c