Earth Island Institute v. Gutierrez , 484 F.3d 1123 ( 2007 )


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  •                   FOR PUBLICATION
    UNITED STATES COURT OF APPEALS
    FOR THE NINTH CIRCUIT
    EARTH ISLAND INSTITUTE, a               
    California non-profit corporation;
    THE HUMANE SOCIETY OF THE
    UNITED STATES; THE AMERICAN
    SOCIETY FOR THE PREVENTION OF
    CRUELTY TO ANIMALS, a New York
    non-profit corporation;
    DEFENDERS OF WILDLIFE, a District
    of Columbia nonprofit corporation;
    ANIMAL FUND, a California
    nonprofit corporation; THE                    No. 04-17018
    
    OCEANIC SOCIETY, a California                   D.C. No.
    nonprofit corporation;                      CV-03-00007-THE
    INTERNATIONAL WILDLIFE COALITION,
    OPINION
    a Massachusetts nonprofit
    corporation; ANIMAL WELFARE
    INSTITUTE, a Delaware nonprofit
    corporation; THE SOCIETY FOR
    ANIMAL PROTECTIVE LEGISLATION, a
    District of Columbia nonprofit
    corporation; SAMUEL F. LABUDDE,
    an individual,
    Plaintiffs-Appellees,
    v.
    
    4607
    4608          EARTH ISLAND INSTITUTE v. HOGARTH
    WILLIAM T. HOGARTH, Assistant        
    Administrator for the National
    Marine Fisheries Service; CARLOS
    M. GUTIERREZ, Secretary of
    Commerce,
    Defendants-Appellants,
    and                   
    CAMARA NACIONAL DE LAS
    INDUSTRIAS PESQUERA Y ACUICOLA
    (CANAINPESCA); ASOCIACION
    VENEZOLANA DE ARMADORES
    ATUNEROS (AVATUN),
    Defendants-Intervenors.
    
    Appeal from the United States District Court
    for the Northern District of California
    Thelton E. Henderson, District Judge, Presiding
    Argued and Submitted
    November 16, 2006—San Francisco, California
    Filed April 27, 2007
    Before: Mary M. Schroeder, Chief Circuit Judge,
    Jerome Farris and Johnnie B. Rawlinson, Circuit Judges.
    Opinion by Chief Judge Schroeder
    EARTH ISLAND INSTITUTE v. HOGARTH     4611
    COUNSEL
    Ryan D. Nelson, U.S. Department of Justice, Washington,
    D.C., for the defendants-appellants.
    Richard Mooney, Home Roberts & Owen, LP, San Francisco,
    California, for the plaintiffs-appellees.
    4612          EARTH ISLAND INSTITUTE v. HOGARTH
    Laura Klaus, Greenberg Traurig, LLP, Washington, D.C., for
    the amici curiae.
    OPINION
    SCHROEDER, Chief Circuit Judge:
    This case concerns the practice of catching yellowfin tuna
    by encircling dolphins with purse-seine nets. The dispute over
    whether tuna sellers may label tuna as dolphin-safe if caught
    with such nets has a long history that for us begins with Con-
    gress’s enactment of the International Dolphin Conservation
    Program Act (“IDCPA”) in 1997. 16 U.S.C. § 1385 (1997).
    The statute required the Secretary of Commerce through
    the National Oceanic and Atmospheric Administration
    (“NOAA”), to conduct certain scientific studies and determine
    whether or not the tuna fishery is affecting the dolphin popu-
    lation. According to the bill’s proponents, Congress would
    weaken the then-strict tuna labeling requirements, and permit
    broader use of “dolphin-safe” labeling, only if the Secretary
    found that the fishery was not having a significant adverse
    impact on already depleted dolphin stocks.
    In 1999, the Secretary made an Initial Finding, despite
    inconclusive evidence, that the fishery was not having an
    adverse impact on the dolphin population. Environmental
    groups then brought suit in federal district court to enjoin the
    Secretary’s implementation of weaker labeling standards. The
    district court held the agency’s finding of no adverse impact
    was arbitrary and capricious in light of the inconclusive evi-
    dence. Brower v. Daley, 
    93 F. Supp. 2d 1071
    , 1087 (N.D. Cal.
    2000) [“Brower I”].
    On appeal to this court, we affirmed the district court’s
    rejection of the Initial Finding, because the agency was
    required, but had failed, to reach a definitive answer to the
    EARTH ISLAND INSTITUTE v. HOGARTH             4613
    questions posed by Congress. See 16 U.S.C. § 1414a(a). We
    held the agency should not have made what amounted to a
    default finding of no adverse impact in the absence of conclu-
    sive scientific data. Brower v. Evans, 
    257 F.3d 1058
    , 1071
    (9th Cir. 2001) [“Brower II”].
    The agency then did some additional studies and reached
    the same conclusion in a Final Finding in December 2002.
    The case is before us again to review District Court Judge
    Henderson’s decision in round two that the Secretary’s Final
    Finding is again arbitrary and capricious, because the agency
    still has not complied with Congressional mandates for scien-
    tific studies. Earth Island Inst. v. Evans, No. 03-0007, 
    2004 WL 1774221
    , at *30-31 (N.D. Cal. Aug. 9, 2004). We affirm
    Judge Henderson’s well-reasoned decision.
    I.   Background
    Because the history of this dispute is so important, we out-
    line it in some detail. For greater detail, see our prior opinion
    in Brower 
    II, 257 F.3d at 1060-64
    .
    In the Eastern Tropical Pacific Ocean (the “ETP”), off the
    west coast of South America, schools of yellowfin tuna tend
    to congregate underneath pods of dolphin. In the late 1950s,
    fishermen started throwing large nets, called purse-seine nets,
    around the dolphin pods to capture the tuna below. This
    method of fishing is known as “setting” because the fisher-
    men use explosives, chase boats, and helicopters to drive the
    dolphins into the center of large nets, which then close like a
    purse around all that is trapped inside. It is not disputed that
    the technique has caused the death of more than six million
    dolphins. By 1993, the extensive use of fishing with purse-
    seine nets depleted the stock of three species of dolphins —
    the northeastern offshore spotted dolphin, the eastern spinner
    dolphin, and the coastal spotted dolphin — to levels below
    their optimum sustainable population, which is the number of
    animals which will result in the maximum productivity of the
    4614          EARTH ISLAND INSTITUTE v. HOGARTH
    population or the species. Today, these species of dolphin are
    struggling to recover. Experts estimate that their populations
    in the ETP are “growing” at a slow rate of anywhere between
    -2% and 2% annually.
    Congress has long been concerned with the high mortality
    rate of ETP dolphins. In 1972, it enacted the Marine Mammal
    Protection Act (“MMPA”), which was designed to “protect
    marine mammals from the adverse effects of human activi-
    ties.” See 16 U.S.C. § 1371 et seq.; H.R. Rep. No. 105-74(I)
    at 12 (1997). The Act was subsequently amended to ban the
    importation of tuna that failed to meet certain conditions
    regarding dolphin mortality. 16 U.S.C. §§ 1371(a)(2)(B),
    1411 et seq. In 1990, Congress passed the Dolphin Protection
    Consumer Information Act, which barred tuna sellers from
    labeling their products as “dolphin-safe” if the tuna was
    caught by intentionally encircling dolphins with purse-seine
    nets. 16 U.S.C. § 1385.
    Given the choice of whether to purchase dolphin-safe tuna
    or to purchase tuna not labeled dolphin-safe, American con-
    sumers overwhelmingly chose to purchase tuna that was
    labeled dolphin-safe. As a result, foreign tuna sellers who did
    not adjust their fishing methods were quickly forced out of the
    market. These sellers, who were primarily from Mexico and
    South American countries, consequently began lobbying for
    more flexible labeling requirements. In 1992, the United
    States joined various Latin and South American countries to
    form the International Dolphin Conservation Program. The
    program was formalized into a legally-binding agreement
    known as the Panama Declaration, pursuant to which the
    United States’ delegation agreed to seek a weakening of the
    dolphin-safe labeling standard and allow such a label to be
    affixed to tuna caught with purse-seine nets as long as no dol-
    phins were observed to be killed or seriously injured during
    the set. See S. 39, 105th Cong. (1997); 143 Cong. Rec. 379-
    401 (1997).
    EARTH ISLAND INSTITUTE v. HOGARTH            4615
    When the delegation asked Congress to change the stan-
    dard, however, Congress refused to relax its strict require-
    ments without affirmative evidence that the tuna fishery was
    not significantly contributing to the slowness of the recovery
    rate of already depleted dolphin stocks. See e.g., 143 Cong.
    Rec. S.8299-8311 (daily ed. July 30, 1997) (statements of
    Sens. Snowe and Stevens). To resolve this uncertainty, it
    amended the MMPA and enacted the IDCPA. Together, the
    legislation directed the Secretary of Commerce to determine
    whether the “intentional deployment on or encirclement of
    dolphins with purse seine nets” is “having a significant
    adverse impact on any depleted dolphin stock in the [ETP].”
    16 U.S.C. § 1385(g); see also 16 U.S.C. § 1414a. IDCPA
    directed the Secretary to make an Initial Finding by March 31,
    1999 and a Final Finding by December 31, 2002. 16 U.S.C.
    § 1385(g)(1),(2). The amended MMPA enumerated three
    studies the NOAA had to conduct in making its determina-
    tion:
    (A) a review of relevant stress-related research and
    a 3-year series of necropsy samples from dolphins
    obtained by commercial vessels;
    (B) a 1-year review of relevant historical demo-
    graphic and biological data related to dolphins and
    dolphin stocks referred to in paragraph (1); and
    (C) an experiment involving the repeated chasing
    and capturing of dolphins by means of intentional
    encirclement [the CHESS study].
    16 U.S.C. § 1414a(a)(3).
    On April 29, 1999, the Secretary of Commerce made his
    Initial Finding, concluding that there was “insufficient evi-
    dence . . . that intentional deployment on or encirclement of
    dolphins with purse seine nets is having a significant adverse
    impact on any depleted dolphin stock in the ETP.” Notice on
    4616           EARTH ISLAND INSTITUTE v. HOGARTH
    Taking of Marine Mammals Incidental to Commercial Fish-
    ing, 64 Fed. Reg. 24590 (May 7, 1999). Environmental
    groups challenged the Initial Finding under the Administra-
    tive Procedure Act, 5 U.S.C. § 706(2). District Judge Hender-
    son granted Plaintiffs’ motion for summary judgment and
    vacated the Initial Finding. See Brower 
    I, 93 F. Supp. 2d at 1089
    .
    The government appealed, and this court unanimously
    affirmed. Brower 
    II, 257 F.3d at 1060
    , 1071. We held the Sec-
    retary could not rest on a lack of sufficient evidence, because
    Congress specifically had ordered the Secretary to “make a
    finding whether or not the fishery-related activities were
    adversely impacting the dolphins [,which] requires a ‘yes’ or
    ‘no’ answer. . . .” 
    Id. at 1066-67
    (emphasis in original). We
    further pointed out that the best evidence available indicated
    that the fishery was having a significant adverse impact on the
    dolphin stocks. 
    Id. at 1071.
    Lastly, the NOAA had substan-
    tially disregarded the MMPA by failing to conduct two of the
    three statutorily-mandated studies. 
    Id. at 1070.
    We admon-
    ished the Secretary to follow Congress’s directive and con-
    duct the studies enumerated in 16 U.S.C. § 1414a(a). See 
    id. After our
    affirmance of the district court’s rejection of the
    Initial Finding, the agency expanded the dolphin research pro-
    gram and conducted several new studies. These studies
    included a review of the fishery’s indirect effects on the dol-
    phin population, as well as an examination of whether
    changes in the ecosystem could be contributing to the dol-
    phins’ slow recovery, but this research did not include the
    specific studies the statute called for. In addition to these non-
    mandated studies, the agency also conducted a one-year
    review of data as required by 16 U.S.C. § 1414a(a)(1)(3)(B).
    These efforts culminated in a peer-reviewed report by the
    NOAA, known as the Final Science Report.
    On the basis of that Report, Dr. William Hogarth of the
    NOAA issued a Final Finding on December 31, 2002, stating
    EARTH ISLAND INSTITUTE v. HOGARTH             4617
    that “the chase and intentional deployment on or encirclement
    of dolphins with purse seine nets is not having a significant
    adverse impact on depleted dolphin stocks in the [ETP].” Tak-
    ing and Importing of Marine Mammals, 68 Fed. Reg. 2010-11
    (Jan. 15, 2003).
    II.   The District Court’s Decision Now On Review
    Plaintiff-Appellee Earth Island Institute (“Earth Island”)
    and other environmental groups challenged the finding in dis-
    trict court. Earth Island is a non-profit group that was founded
    in 1982 to promote and work for the conservation and restora-
    tion of the global environment. The group filed for summary
    judgment, claiming the Final Finding was arbitrary and capri-
    cious, and thus should not be implemented.
    The matter came again before Judge Henderson. After
    hearing arguments and carefully reviewing the prior history of
    the dispute, Judge Henderson granted summary judgment for
    Earth Island on three independent grounds. Earth Island Inst.,
    
    2004 WL 1774221
    , at *30-31.
    Each ground provided a separate legal basis for the district
    court’s conclusion that the Secretary’s finding was arbitrary
    and capricious, an abuse of discretion, or otherwise not in
    accordance with the law. First, the district court said that
    because the agency did not conduct the studies required by 16
    U.S.C. § 1414a(a)(3) to produce data from which scientists
    could draw population inferences, the Secretary “persisted in
    his pattern of failing to diligently pursue two out of the three
    mandated stress studies.” 
    Id. at *8.
    Thus, the agency’s deci-
    sion was arbitrary and capricious because it “entirely failed to
    consider an important aspect of the problem.” 
    Id. at *6.
    Second, the agency’s no adverse impact determination ran
    so counter to the best available evidence that its finding was
    implausible. See 
    id. at *12-14.
    In so holding, the district court
    noted that the agency admitted there was insufficient scien-
    4618          EARTH ISLAND INSTITUTE v. HOGARTH
    tific data regarding most aspects of the dolphin research pro-
    gram; the evidence that was available indicated the fishery
    was having an adverse impact on dolphins; and any insuffi-
    ciency of data should be resolved in favor of the species. 
    Id. at *25.
    This decision was rooted in the principle that Con-
    gress’s intent was to change the status quo labeling require-
    ments only if the fishery was not impacting the dolphin
    stocks. 
    Id. at *3.
    Finally, the court found, what it character-
    ized as a “compelling portrait of political meddling,” 
    id. at *26,
    which indicated the Secretary relied on factors that Con-
    gress had not intended it to consider by taking foreign policy
    considerations into account. See 
    id. at *25-30.
    Because the agency “repeatedly failed to heed both Con-
    gress’[s] intent and the teachings of the appellate court,” the
    district court held that it would not remand the matter to the
    agency for further studies. 
    Id. at *32.
    Accordingly, it vacated
    the Final Finding and declared that dolphin-safe labeling may
    not be used for tuna caught with purse-seine nets. 
    Id. In this
    appeal, the government challenges each of the three
    legal grounds on which Judge Henderson granted summary
    judgment for Earth Island. The government’s principal con-
    tention is that the district court erred in not deferring to
    agency expertise in the methodology of the agency’s studies.
    We conclude, however, that no deference to agency discretion
    as to methodology is appropriate when the agency ignores its
    own statistical methodology. In addition, because most of the
    data the government relied upon was inconclusive, the district
    court correctly held that the Final Finding was not rationally
    connected to the best available scientific evidence. See
    Brower 
    II, 257 F.3d at 1070
    (holding that the agency cannot
    use insufficient evidence as a basis for finding no adverse
    impact). We also agree with the district court that the Final
    Finding was, to at least some degree, influenced by political,
    rather than scientific, concerns.
    EARTH ISLAND INSTITUTE v. HOGARTH             4619
    III.    Analysis
    We review a grant of summary judgment de novo, applying
    the same standards as the district court. Brower 
    II, 257 F.3d at 1065
    . Summary judgment is appropriate if there is no genu-
    ine issue of material fact and the moving party is entitled to
    judgment as a matter of law. FED. R. CIV. P. 56(c).
    A. The Agency’s failure to conduct statutorily-mandated
    studies.
    IDCPA contained Congress’s instruction that the Secretary
    determine the fishery’s effect on ETP dolphins; the amended
    MMPA told the Secretary how and on what data it should
    base its determination. Among other studies, and relevant to
    this appeal, the MMPA required the Secretary to conduct:
    (A) a review of relevant stress-related research and
    a 3-year series of necropsy samples from dolphins
    obtained by commercial vessels; . . . and
    (C) an experiment involving the repeated chasing
    and capturing of dolphins by means of intentional
    encirclement [the CHESS study].”
    16 U.S.C. §1414a(a)(3). The issue here arises because the
    agency, in conducting these studies, did not use sufficient
    sample sizes to permit extrapolation to the greater ETP dol-
    phin population. We affirm Judge Henderson’s decision that
    the agency did not satisfy the statutory requirements, because
    the data from the mandated studies was not sufficient to sup-
    port a definitive finding as Congress directed.
    [1] The necropsy study was intended to ascertain whether
    dolphins were dying from indirect or delayed effects of the
    purse-seine fishery. See 143 Cong. Rec. S. 8294 (July 30,
    1997); 16 U.S.C. § 1414a(a)(3). For example, there was evi-
    dence that dolphins swim at top speed to avoid the netting and
    4620          EARTH ISLAND INSTITUTE v. HOGARTH
    that they may suffer cardiac arrests and other fatal health
    problems some time after they are released. The Secretary
    understood the importance of this study in determining the
    extent of such indirect deaths. In 1999, he stated that more
    scientific research was necessary to better evaluate the effect
    of the purse-seine fishery on depleted dolphin stocks in the
    ETP and that answers to this question would come from “the
    completion of the necropsy sampling program.” See Brower
    
    II, 257 F.3d at 1063
    .
    [2] Despite the Secretary’s conclusion that the completion
    of the necropsy study was an important factor in determining
    the fishery’s effects on dolphins, the agency concedes that it
    failed to use sample sizes adequate to support population-
    level inferences. The NOAA determined that a minimum
    sample size of 300 dolphins per species was necessary to
    make scientifically valid conclusions regarding fishery-related
    effects. Consequently, according to its own data, the NOAA
    should have performed necropsies on a total of 600 samples:
    300 northeastern offshore spotted dolphins and 300 eastern
    spinner dolphins. Instead, the NOAA studied a meager total
    of 56 dolphins, which is less than ten percent of the requisite
    minimum.
    Despite the conceded failure to provide “meaningful and
    reliable scientific insights,” the agency nonetheless claims
    that it “completed” Congress’s mandate. It argues that
    because the language of the statute says only that the agency
    must conduct necropsies, but does not state how many dol-
    phins it must use, this court should defer to the agency’s
    methodology in using an insufficient sample size. In essence,
    the agency contends that we must defer to the agency’s con-
    duct of the necropsy study and that as long as it completed
    any necropsy samples — even if it completed only one — it
    satisfied the requirements of IDCPA.
    Our deference to the NOAA’s chosen methodology need
    not extend that far. An agency’s interpretation or application
    EARTH ISLAND INSTITUTE v. HOGARTH           4621
    of a statute is a question of law reviewed de novo. Partridge
    v. Reich, 
    141 F.3d 920
    , 923 (9th Cir. 1998). Deference is due
    only to a “reasonable interpretation made by the administrator
    of an agency.” Whitman v. Am. Trucking Ass’ns, 
    531 U.S. 457
    , 481 (2001). Constructions that are contrary to clear Con-
    gressional intent or frustrate the policy that Congress sought
    to implement must be rejected. Chevron, U.S.A., Inc. v. Natu-
    ral Res. Def. Council, Inc., 
    467 U.S. 837
    , 843 n.9 (1984). An
    agency may not ignore factors Congress explicitly required be
    taken into account. See Sw. Ctr. for Biological Diversity v.
    U.S. Forest 
    Serv., 100 F.3d at 1443
    , 1448 (9th Cir. 1996).
    [3] Congress asked the agency to answer whether the fish-
    ery is having an adverse impact on the dolphin population.
    The agency’s posited interpretation — that the statute does
    not require scientific studies from which population data
    inferences may be drawn — is not a reasonable interpretation
    and flouts Congressional purpose. When the U.S. delegation
    signed the Panama Declaration, it promised South American
    countries that it would ask Congress to weaken the dolphin-
    safe labeling requirements. Congress refused to accept the
    delegation’s recommendation to weaken labeling require-
    ments without affirmative scientific evidence that the purse-
    seine fishery was not significantly impacting the dolphin pop-
    ulation. See 143 Cong. Rec. S. 8294 (July 30, 1997). There is
    no basis for the Secretary’s position that Congress required a
    scientific study upon which an important environmental deter-
    mination would turn, but did not demand reliable results from
    that study.
    Indeed, we have already underscored the importance of
    completing the mandated research in Brower II. We warned
    the Secretary that failing to conduct the required research and
    yet allowing a weaker labeling standard would “put [ ] the
    cart before the horse.” Brower 
    II, 257 F.3d at 1070
    . “The
    agency was required by law to conduct stress research as a
    prerequisite to its decision making.” 
    Id. (emphasis in
    origi-
    nal).
    4622          EARTH ISLAND INSTITUTE v. HOGARTH
    [4] The agency also failed to complete the statutorily-
    required CHESS study. The agency was supposed to capture
    dolphins, tag and release them, and then endeavor to recapture
    the dolphins in order to assess whether the fishery was
    impacting their health, reproduction, and survival. This
    study’s shortcomings mirror those of the necropsy study. The
    NOAA admits that the number of dolphins it used in the study
    was too small to draw population inferences. This failure
    again defies the statutory mandate that the Secretary assess
    the impact of the fishery on dolphin populations. See 16
    U.S.C. § 1414a(a)(1),(3). Congress did not provide for ad hoc
    research on a limited number of individual dolphins. 
    Id. [5] Congress
    asked for a scientifically-sound determination
    of the fishery’s impact on dolphins. The agency’s data from
    the necropsy and CHESS studies cannot be extrapolated to the
    larger dolphin population. Therefore, Congress still does not
    have the answer to the fundamental question outlined in
    IDCPA almost a decade ago, as to whether the fishery pro-
    duces stress effects on the dolphins that prevent population
    recovery. Congress still does not have scientifically meaning-
    ful results from the studies it called for.
    B. The best available scientific evidence does not
    support the Final Finding.
    Independent of its holding that the agency failed to support
    its findings with statutorily-mandated data, the district court
    also held that the finding of no significant impact was con-
    trary to the overwhelming evidence. Although in recognition
    of its technical expertise and experience, we often defer to the
    analysis of an agency, especially within its area of compe-
    tence, we need not do so when the agency’s decision is with-
    out substantial basis in fact. Fed. Power Comm’n v. Florida
    Power & Light Co., 
    404 U.S. 453
    , 463 (1972). An agency
    action is not supportable if it did not consider all the relevant
    factors and if there is no rational connection between the facts
    found and the determination made. Pac. Coast Fed’n of Fish-
    EARTH ISLAND INSTITUTE v. HOGARTH             4623
    ermen’s Ass’ns. v. Nat’l Marine Fisheries Res., 
    265 F.3d 1028
    , 1034 (9th Cir. 2001). Because there is no rational con-
    nection between the Secretary’s Final Finding and the evi-
    dence outlined in the Final Science Report, we do not defer
    to the agency in this case. See 
    id. After we
    told the agency in Brower II to consider the
    results of the Congressionally-mandated studies, the NOAA
    did not complete the studies. Rather the NOAA implemented
    what it called an Organized Decision Process (“the ODP”)
    through which it appointed two expert panels to address
    whether ecosystem changes account for the slow growth rate
    and whether the direct or indirect effects of the fishery on dol-
    phins exceed appropriate mortality standards or rise to a level
    that would risk or appreciably delay dolphin stock recovery.
    Taking and Importing of Marine Mammals, 67 Fed. Reg. at
    54633, 54641-42 (Aug. 23, 2002). The agency used the
    results from these studies to make its Final Science Report, in
    which it concluded that “[the dolphins’] population growth
    rates are very low” and are “not consistent with recovery from
    depletion for either stock [of dolphins].” NOAA, REPORT OF
    THE SCIENTIFIC RESEARCH PROGRAM UNDER THE INTERNATIONAL
    DOLPHIN CONSERVATION PROGRAM ACT 8, 27 (Sept. 17, 2002)
    [“NOAA FINAL REPORT”]. The Final Science Report found
    three possible explanations for the lack of recovery: (1) the
    environment has changed naturally, diminishing its carrying
    capacity for dolphins; (2) there is a lag time before recovery
    begins; or (3) the purse-seine fishery is causing the slow
    growth rate. 
    Id. at 11.
    The Report conceded that the lag time
    rationale was not viable, and accordingly, the agency focused
    its inquiry on whether the environment’s carrying capacity or
    the fishery was causing the slow recovery.
    The Final Science Report conceded that due to conflicting
    evidence and expert opinions, it was impossible to determine
    whether the ecosystem was responsible for the dolphins’ slow
    recovery, but found it doubtful. The report concluded that it
    “appears unlikely that carrying capacity of the ETP has
    4624          EARTH ISLAND INSTITUTE v. HOGARTH
    declined by three- to- five-fold,” which would be the amount
    of decline needed to account for the slow growth rate. 
    Id. at 6.
    The agency also looked to the direct and indirect causes of
    dolphin deaths and found that the fishery is not directly killing
    enough dolphins to account for the slow recovery, but that the
    indirect effects of the fishery are inconclusive. The Final Sci-
    ence Report outlined a number of possible indirect ways the
    fishery causes dolphin deaths, including: dolphin mother-calf
    separation during the highspeed chase and encirclement; acute
    cardiac and muscle damage caused by the exertion of avoid-
    ing or detangling from the nets (i.e. capture myopathy);
    cumulative organ damage in released dolphins due to over-
    heating from the chase; failed or impaired reproduction; com-
    promised immune function; and unreported mortalities due to
    undercounting by purse-seine fishing vessels. The report
    found that while these indirect effects may explain the slow
    recovery, conclusive data on many of these indirect effects is
    not available. Noting this dearth of information, the report
    concluded:
    Is the sum of all of these fishery effects sufficient to
    account for the lack of recovery? Unfortunately, the
    answer to this central question is not clear. For some
    effects, such as cow-calf separation, we have esti-
    mates of the minimum size of the effect. For others,
    such as stress effects and unreported mortality, we
    have indications that effects may exist but do not
    have any quantitative estimates of their size. It is
    probable that all of these effects are operating to
    some degree, and it is plausible that in sum they
    could account for the observed lack of growth of the
    dolphin populations. If the sum of the fishery effects
    were a few dolphins per set or a few dolphins per
    1000 chased, it would be sufficient to account for the
    lack of recovery. However, without comprehensive
    EARTH ISLAND INSTITUTE v. HOGARTH                 4625
    quantitative estimates for any of these effects, it is
    not possible to reach more definitive conclusions.
    
    Id. at 33.
    The report thus acknowledged it did not have data
    to make reliable quantitative estimates of the indirect effects
    of the fishery on the dolphins, but the Secretary nonetheless
    concluded that the data support a finding of no adverse
    impact.
    In this appeal, the government contends the data support
    the Final Finding, arguing the Secretary’s determination is
    rationally connected to the evidence in the following three
    ways:
    (1) the evidence on the direct mortality of dolphins
    combined with the minimum estimates of indirect
    deaths due to cow-calf separation in the encirclement
    phase is only one-third of potential biological
    removal limits; (2) there is uncertainty as to the
    extent of other indirect effects; and (3) there is insuf-
    ficient evidence that these other non-quantifiable
    indirect effects are of a significant magnitude to risk
    or appreciably delay recovery of the depleted stocks.
    Defendant’s Brief at 40.
    The data does not furnish a rationale for, or evidence to
    support, the Secretary’s finding. The Secretary concedes that
    the sole piece of data helpful to his conclusion is that direct
    dolphin kills constitute only one-third of the species’ potential
    biological removal (“PBR”) level. (The PBR is the maximum
    number of animals, not including natural mortalities, that may
    be removed from a marine mammal stock while still allowing
    that stock to reach or maintain its optimum population size.
    See Taking and Importing of Marine Mammals, 68 Fed. Reg.
    2010, 2015 (Jan. 15, 2003)). The government, however, then
    asks us to leap over the indirect effects its report documents
    4626          EARTH ISLAND INSTITUTE v. HOGARTH
    and to conclude that the fishery is not to blame for the slow
    growth rate.
    The Report made clear that when the indirect effects of the
    fishery are taken into account, the direct effect on the PBR
    may be at a level that endangers dolphin survival. It also
    acknowledged that better data would have been available and
    helpful to this assessment if the agency used sufficient sample
    sizes in conducting its studies. As Dr. Hogarth of the NOAA
    said in the Federal Register:
    The ODP [ ] allows flexibility in determining what
    the threshold should be, specifically because the
    results of analyses on indirect mortality as well as
    ecosystem changes might have called for a threshold
    lower than PBR. For example, if there had been suf-
    ficient sample sizes to make population-level infer-
    ences of the impact of indirect effects, and/or if there
    had been strong evidence of a dramatic reduction in
    carrying capacity due to ecosystem changes, then a
    level of mortality close to PBR might have been con-
    sidered too high.
    
    Id. (emphasis added).
    Accordingly, the fact that direct dolphin
    kills constitute only one-third of the PBR — while marginally
    supportive of the Secretary’s determination — cannot alone
    provide the rational connection between the Final Finding and
    the evidence.
    The Secretary then points to the inconclusive nature of all
    the agency’s studies and claims that the absence of evidence
    allows him to make a change in dolphin-safe labeling require-
    ments. This court already rejected such reasoning in Brower
    
    II, 257 F.3d at 1070
    , when it held that there is no basis on
    which to change the status quo if all of the evidence is incon-
    clusive.
    [6] Apart from the direct mortality inquiry, no other study
    the agency conducted produced any data to support the Secre-
    EARTH ISLAND INSTITUTE v. HOGARTH                4627
    tary’s finding. The direct mortality study alone does not pro-
    vide a rational connection between the best available
    scientific evidence and the Secretary’s finding. We therefore
    affirm Judge Henderson’s decision on the independent ground
    that the Secretary’s finding is not supported by the record.
    C. The Final Finding was improperly influenced by
    political concerns.
    The district court finally concluded that the Secretary’s
    Final Finding was arbitrary and capricious, because it was
    based in part on international political concerns. We have
    seen this issue before when the government asked us to sup-
    port its Initial Finding in Brower II. In that appeal, the Secre-
    tary “stress[ed] that this case involves international concerns
    and competing policies for protecting dolphins.” Brower 
    II, 257 F.3d at 1065
    -66. We held, however, that weighing such
    political concerns was “within Congress’s bailiwick,” and that
    Congress’s clear intent was to have the findings be based on
    science alone. 
    Id. at 1066.
    Thus, if the agency’s decision was
    in any material way influenced by political concerns it should
    not be upheld.
    Despite our admonition, the record shows that the NOAA
    still took international policy concerns into account. The dis-
    trict court noted:
    [T]his Court has never, in its 24 years, reviewed a
    record of agency action that contained such a com-
    pelling portrait of political meddling. This portrait is
    chronicled in documents which show that both Mex-
    ico and the United States Department of State . . .
    engaged in a persistent effort to influence both the
    process and the ultimate finding, and that high
    ranking-officials [sic] in the Department of Com-
    merce were willing to heed these influences notwith-
    standing the scientific evidence to the contrary.
    4628          EARTH ISLAND INSTITUTE v. HOGARTH
    Earth Island Inst., 
    2004 WL 177422
    , at *26.
    [7] We agree with the district court’s conclusion that this
    record demonstrates the Secretary was improperly influenced
    by political concerns. In September 2001, the Secretary circu-
    lated an internal memorandum and briefing packet, which
    stated that “[t]he final finding is very important to the Gov-
    ernment of Mexico, as the Mexican tuna industry is eager to
    receive the dolphin-safe label for much of their tuna that is
    imported into the United States. . . . A finding of ‘no signifi-
    cant adverse impact’ would allow this to happen.” 
    Id. In response
    to this memo, the Secretary afforded the Mexican
    and South American governments numerous opportunities to
    bypass the ODP procedures for submitting comments for
    agency review and instead plead their case directly to the
    highest levels. 
    Id. As the
    date for the issuance of the Final Finding grew near,
    political pressures intensified and the NOAA responded to
    them. On December 2, 2002, Under-Secretary of Commerce
    Grant Aldonas told the Mexican Secretary of the Economy
    that “he would look into seeking a change of venue in the
    event that the Final Finding was challenged.” 
    Id. at *28.
    On
    December 3, 2002, Secretary of State Colin Powell wrote
    Secretary of Commerce Evans re-emphasizing the foreign
    policy implications of the Secretary’s decision and going so
    far as to argue that the evidence was not sufficient to find a
    significant adverse impact. 
    Id. The effect
    of these political pressures is evident in the
    change of content in the NOAA’s internal memoranda that
    were distributed just before the Final Finding. On December
    11, 2002, the NOAA staff prepared a set of talking points for
    the Secretary. The document stated: “Although there is uncer-
    tainty, most of the data we have point to the fishery as the
    cause [of the dolphins’ failure to recover],” and “[a] determi-
    nation of ‘no significant adverse impact’ is not supported by
    the science.” 
    Id. However, by
    December 16, 2002, the Secre-
    EARTH ISLAND INSTITUTE v. HOGARTH           4629
    tary had a revised set of talking points, which emphasized
    larger foreign policy considerations. The new memo stated
    that the agency’s basic goals are “dolphin recovery, continued
    international cooperation, getting better compliance with the
    [IDCP] Agreement, and maintaining a sustainable fishery.”
    
    Id. at *28-29.
    It further stated, “We think we can package
    either decision to demonstrate that we are conservation
    minded, pro-active, and are dedicated to recovering dolphins
    as well as cooperating with our international partners.” 
    Id. at *29.
    [8] This evidence shows that the agency’s decision-making
    process, which was devised to conduct a scientific analysis of
    the fishery’s effect on dolphins, was influenced to at least
    some degree by foreign policy considerations rather than sci-
    ence alone, in contravention of the Congressional mandate
    and our opinion in Brower II.
    IV.   Where We Go From Here
    The government next contends that if it did not comply
    with MMPA and IDCPA, this court should direct the district
    court to remand to the agency for further studies. We have
    already done this once, to no avail, in Brower II. Having again
    failed to complete the studies, the government’s brief gives no
    indication that the agency wants another chance to do what
    Congress asked it to do. There is also no evidence that the
    data Congress demanded would support a finding of no
    adverse impact. Instead, the data gathered pursuant to the
    MMPA indicate that there is a strong likelihood that the fish-
    ery is having an adverse impact; the non-mandated studies
    NOAA conducted do not indicate any adequate alternative
    explanation for the lack of dolphin population recovery.
    The district court therefore concluded the agency could not
    have properly found that purse-seine fishery was not
    adversely impacting ETP dolphins. The district court’s order
    4630          EARTH ISLAND INSTITUTE v. HOGARTH
    further directed the government to police enforcement of strict
    dolphin-safe labeling requirements.
    [9] The final issue before us on appeal is properly charac-
    terized as whether we should remand for more studies or
    vacate the Final Finding. Although the ordinary remedy when
    a court finds an agency’s action to be arbitrary and capricious
    is to remand for further administrative proceedings, a court
    can order equitable relief or remand with specific instructions
    in “rare circumstances.” Florida Power & Light Co. v.
    Lorion, 
    470 U.S. 729
    , 744 (1985). We agree with the district
    court that the government’s intransigence in following Con-
    gress’s mandate renders this case one of the rare circum-
    stances where generic remand is not appropriate. Congress
    passed IDCPA in 1997 and its directive was clear to conduct
    these studies. The reason was because Congress would
    change the current labeling requirements only if the studies
    proved that the fishery was not having a significant adverse
    impact on the dolphins. The agency did not conduct two of
    the three studies in a way that could produce meaningful sci-
    entific results. There was, thus, no basis for the agency, with-
    out the data Congress demanded, to make a definitive finding
    of no adverse impact that would trigger a change in tuna
    labeling requirements. Furthermore, IDCPA’s deadline to
    conduct the studies has passed.
    Congress intended that there be no Final Finding about
    impact on the basis of a record like the one before us and
    without studies conducted pursuant to the Congressionally-
    prescribed methodology. We believe the proper course now is
    to implement that intent. We, therefore, vacate the Secretary’s
    Final Finding of no adverse impact. Without such a finding,
    the agency is without Congressional authority to change the
    qualifications for labeling tuna as dolphin-safe.
    The district court went one step further, however, and
    ordered that the Secretary of Commerce and the NOAA not
    allow tuna products sold in the United States to be labeled as
    EARTH ISLAND INSTITUTE v. HOGARTH             4631
    dolphin-safe if the tuna were caught with purse-seine nets. It
    also required any agent or employee of the agency who knew
    of impermissible labeling to notify the appropriate enforce-
    ment agencies. Earth Island Inst., 
    2004 WL 1774221
    , at *32.
    [10] We do not believe it is appropriate or necessary for us
    at this time to direct the NOAA and its agents to take enforce-
    ment measures. That would go beyond the scope of our
    review of the Final Finding. We, therefore, instruct the district
    court to limit its mandate to one that directs the Secretary to
    vacate the agency’s Final Finding of no significant adverse
    impact. This means as a practical matter that pursuant to the
    current statute, there will be no change in tuna labeling stan-
    dards absent new Congressional directive. The label of
    “dolphin-safe” will continue to signify that the tuna was not
    harvested with purse-seine nets, and that no dolphins were
    killed or seriously injured when the tuna were caught.
    The judgment of the district court is AFFIRMED as modi-
    fied.