Rule2025-11778

Marine Mammals; Incidental Take of Polar Bears During Specified Activities; North Slope, Alaska

Primary source

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Published
June 26, 2025
Effective
June 26, 2025

Issuing agencies

Interior DepartmentFish and Wildlife Service

Abstract

We, the U.S. Fish and Wildlife Service, are revising a portion of our regulations under the Marine Mammal Protection Act pertaining to incidental take of marine mammals. These regulations, codified at 50 CFR part 18, subpart J, authorize the nonlethal, incidental, unintentional take by harassment of small numbers of polar bears from the Southern Beaufort Sea stock and Pacific walruses during year-round oil and gas industry activities in the Beaufort Sea (Alaska and the Outer Continental Shelf) and adjacent northern coast of Alaska. Such take may result from oil and gas exploration, development, production, and transportation activities occurring through August 5, 2026. The revisions made by this final rule authorize incidental Level A harassment of polar bears in addition to the incidental Level B harassment of polar bears and Pacific walruses already authorized. No lethal take is authorized under this rule.

Full Text

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<title>Federal Register, Volume 90 Issue 121 (Thursday, June 26, 2025)</title>
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[Federal Register Volume 90, Number 121 (Thursday, June 26, 2025)]
[Rules and Regulations]
[Pages 27398-27432]
From the Federal Register Online via the Government Publishing Office [<a href="http://www.gpo.gov">www.gpo.gov</a>]
[FR Doc No: 2025-11778]



[[Page 27397]]

Vol. 90

Thursday,

No. 121

June 26, 2025

Part II





Department of the Interior





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Fish and Wildlife Service





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50 CFR Part 18





Marine Mammals; Incidental Take of Polar Bears During Specified 
Activities; North Slope, Alaska; Final Rule

Federal Register / Vol. 90 , No. 121 / Thursday, June 26, 2025 / 
Rules and Regulations

[[Page 27398]]


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DEPARTMENT OF THE INTERIOR

Fish and Wildlife Service

50 CFR Part 18

[Docket No. FWS-R7-ES-2024-0140; FXES111607MRG01-245-FF07CAMM00]
RIN 1018-BI09


Marine Mammals; Incidental Take of Polar Bears During Specified 
Activities; North Slope, Alaska

AGENCY: Fish and Wildlife Service, Interior.

ACTION: Final rule.

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SUMMARY: We, the U.S. Fish and Wildlife Service, are revising a portion 
of our regulations under the Marine Mammal Protection Act pertaining to 
incidental take of marine mammals. These regulations, codified at 50 
CFR part 18, subpart J, authorize the nonlethal, incidental, 
unintentional take by harassment of small numbers of polar bears from 
the Southern Beaufort Sea stock and Pacific walruses during year-round 
oil and gas industry activities in the Beaufort Sea (Alaska and the 
Outer Continental Shelf) and adjacent northern coast of Alaska. Such 
take may result from oil and gas exploration, development, production, 
and transportation activities occurring through August 5, 2026. The 
revisions made by this final rule authorize incidental Level A 
harassment of polar bears in addition to the incidental Level B 
harassment of polar bears and Pacific walruses already authorized. No 
lethal take is authorized under this rule.

DATES: This rule is effective June 26, 2025 and remains effective 
through August 5, 2026.
    Information Collection Requirements: If you wish to comment on the 
information collection requirements in this rule, please note that the 
Office of Management and Budget (OMB) is required to make a decision 
concerning the collection of information contained in this rule between 
30 and 60 days after the date of publication of this rule in the 
Federal Register. Therefore, comments should be submitted to OMB by 
July 28, 2025.

ADDRESSES: 
    Document availability: You may view this rule, the associated final 
supplemental environmental assessment and finding of no significant 
impact (FONSI), and other supporting material at <a href="https://www.regulations.gov">https://www.regulations.gov</a> under Docket No. FWS-R7-ES-2024-0140, or these 
documents may be requested as described under FOR FURTHER INFORMATION 
CONTACT.
    Information Collection Requirements: This final rule is effective 
on the date set forth in DATES. We will, however, accept and consider 
all public comments concerning the information collection requirements 
received in response to this final rule. Written comments and 
suggestions on the information collection requirements may be submitted 
at any time to the Service Information Collection Clearance Officer, 
U.S. Fish and Wildlife Service, by email to <a href="/cdn-cgi/l/email-protection#4d24232b22122e2221210d2b3a3e632a223b"><span class="__cf_email__" data-cfemail="076e6961685864686b6b4761707429606871">[email&#160;protected]</span></a>; or by 
mail to 5275 Leesburg Pike, MS: PRB (JAO/3W), Falls Church, VA 22041-
3803. Please reference ``OMB Control Number 1018-BI09/0070'' in the 
subject line of your comments.

FOR FURTHER INFORMATION CONTACT: Stephanie Burgess, Marine Mammals 
Management, U.S. Fish and Wildlife Service, 1011 East Tudor Road, MS-
341, Anchorage, AK 99503, telephone 907-786-3844, or email: 
<a href="/cdn-cgi/l/email-protection#f4a6c3999999869193819895809b868db4928387da939b82"><span class="__cf_email__" data-cfemail="4210752f2f2f302725372e23362d303b022435316c252d34">[email&#160;protected]</span></a>. Individuals in the United States who are deaf, 
deafblind, hard of hearing, or have a speech disability may dial 711 
(TTY, TDD, or TeleBraille) to access telecommunications relay services. 
Individuals outside the United States should use the relay services 
offered within their country to make international calls to the point 
of contact in the United States.

SUPPLEMENTARY INFORMATION:

Immediate Promulgation

    In accordance with the Administrative Procedure Act (APA; 5 U.S.C. 
553(d)(3)), we find that we have good cause to make this rule effective 
less than 30 days after the date of publication. Immediate promulgation 
of the rule will ensure that the applicant will continue to implement 
mitigation, monitoring, and reporting requirements that reduce 
potential impacts to polar bears (Ursus maritimus) and Pacific walruses 
(Odobenus rosmarus divergens), will allow the applicant to receive 
coverage under the Marine Mammal Protection Act (MMPA) for potential 
take of polar bears by Level A harassment, increase our understanding 
of impacts that result from the applicant's activities, and thus 
further our conservation objectives. Further, because the applicant's 
activities are ongoing, with no change required to those activities by 
this final rule, the applicant does not need time to adjust its 
behavior in response to this rule. Finally, this final rule recognizes 
an exemption that is afforded the applicant under the MMPA.

Background

    In accordance with the Marine Mammal Protection Act of 1972, as 
amended (MMPA; 16 U.S.C. 1371 et seq.), and its implementing 
regulations, the U.S. Fish and Wildlife Service (Service) finalized 
incidental take regulations in 2021 (hereafter, ``2021-ITRs'') in 
response to a request from the Alaska Oil and Gas Association (AOGA). 
The request was for regulations to provide for the issuance of letters 
of authorization (LOA) for incidental take of small numbers of Pacific 
walruses and Southern Beaufort Sea (SBS) polar bears during specified 
oil and gas industry (``Industry'') activities in the Beaufort Sea and 
adjacent northern coast of Alaska over a 5-year period (86 FR 42982, 
August 5, 2021). The regulations were added to title 50 of the Code of 
Federal Regulations (CFR) in part 18 at subpart J and expire August 5, 
2026. The 2021-ITRs authorize, via Service-issued LOAs, the incidental 
Level B harassment of up to 15 Pacific walruses and 92 SBS polar bears 
each year. The 2021-ITRs do not authorize (or facilitate the 
authorization of) any incidental Level A harassment or lethal take of 
any marine mammals during specified Industry activities, and any such 
take remains prohibited by the MMPA.
    The 2021-ITRs, along with the accompanying National Environmental 
Policy Act (NEPA) environmental assessment and Endangered Species Act 
(ESA) biological opinion, were challenged in litigation that commenced 
in the United States District Court for the District of Alaska 
(District Court). On March 30, 2023, the District Court issued summary 
judgment in favor of the Service upholding the 2021-ITRs. Portions of 
this ruling were appealed to the United States Court of Appeals for the 
Ninth Circuit (Appellate Court). On March 19, 2024, a three-judge panel 
of the Appellate Court issued an order that affirmed in part, and 
reversed in part, the District Court ruling. The Appellate Court panel 
declined to vacate the 2021-ITRs but issued a remand that requires the 
Service to conduct additional analysis and, depending on the results, 
potentially take regulatory action. In their remand order, specific 
only to polar bears, the Court directed (omitting internal references):

    ``We . . . remand to the Service to offer a fuller explanation 
for its determination that no Level A incidents are expected during 
the period covered by the 2021 ITR. . . . In assessing the 
`negligible impact' prong on remand, the Service may, consistent 
with its expertise, emphasize certain outputs over others. However, 
given the MMPA's two-part conception of take, it must determine

[[Page 27399]]

whether aggregating serious and non-serious Level A take yields a 
`reasonably likely' result. . . . If so (as the 75 percent figure 
proffered by Plaintiffs suggests), the Service will then need to 
determine (i) whether any Level A take predicted will affect only 
`small numbers' of bears and have a `negligible impact' on the 
subpopulation and, if so, (ii) whether to issue an updated ITR 
covering Level A take or no ITR at all. . . .
    Hence, we . . . remand to the Service so that it may (i) 
aggregate serious and non-serious Level A take together . . . and 
(ii) determine whether the five-year risk of such take of a denning 
cub is `reasonably likely'. . . . To the extent that it is, the 
Service must then evaluate whether the five-year impacts of Level A 
take is `negligible' and whether such take will be of `small 
numbers' of bears and possibly amend or reverse the 2021 ITR.''

    Accordingly, the Service conducted additional analysis consistent 
with the Appellate Court's direction and reported preliminary results 
and determinations in a proposed rule (89 FR 88216, November 7, 2024). 
The proposed rule reported the Service's preliminary determinations 
that, while no lethal take is predicted to occur over the remainder of 
the 2021-ITRs' effective period, it is likely that Level A harassments 
of polar bears will occur, and that authorizing such take is consistent 
with MMPA standards. The proposed rule therefore proposed to amend the 
2021-ITRs to allow the request for and issuance of LOAs authorizing 
take by Level A harassment of polar bears that may result from Industry 
activities.
    Section 101(a)(5)(A) of the MMPA gives the Secretary of the 
Interior (Secretary) the authority to allow the incidental, but not 
intentional, taking of small numbers of marine mammals, in response to 
requests by U.S. citizens (as defined in 50 CFR 18.27(c)) engaged in a 
specified activity (other than commercial fishing) within a specified 
geographic region. The Secretary has delegated authority for 
implementation of the MMPA to the Service. According to the MMPA 
(section 101(a)(5)(A)(i)), the Service shall allow this incidental 
taking if we find the total of such taking for a 5-year period or less:
    (1) will affect only small numbers of marine mammals of a species 
or population stock;
    (2) will have no more than a negligible impact on such species or 
stocks;
    (3) will not have an unmitigable adverse impact on the availability 
of such species or stocks for taking for subsistence use by Alaska 
Natives; and
    (4) we issue regulations that set forth:
    (a) permissible methods of taking;
    (b) other means of effecting the least practicable adverse impact 
on the species or stock and its habitat, and on the availability of 
such species or stock for subsistence uses; and
    (c) requirements for monitoring and reporting of such taking.
    If final regulations allowing such incidental taking are issued, we 
may then subsequently issue LOAs, upon request, to authorize incidental 
take during the specified activities.
    The term ``take'' as defined by the MMPA, means to harass, hunt, 
capture, or kill, or attempt to harass, hunt, capture, or kill any 
marine mammal (16 U.S.C. 1362(13)). Harassment, as defined by the MMPA, 
for activities other than military readiness activities or scientific 
research conducted by or on behalf of the Federal Government, means 
``any act of pursuit, torment, or annoyance which (i) has the potential 
to injure a marine mammal or marine mammal stock in the wild'' (the 
MMPA defines this as Level A harassment); or ``(ii) has the potential 
to disturb a marine mammal or marine mammal stock in the wild by 
causing disruption of behavioral patterns, including, but not limited 
to, migration, breathing, nursing, breeding, feeding, or sheltering'' 
(the MMPA defines this as Level B harassment) (16 U.S.C. 1362(18)).
    The terms ``negligible impact'' and ``unmitigable adverse impact'' 
are defined in 50 CFR 18.27 (the Service's regulations governing small 
takes of marine mammals incidental to specified activities). 
``Negligible impact'' is an impact resulting from the specified 
activity that cannot be reasonably expected to, and is not reasonably 
likely to, adversely affect the species or stock through effects on 
annual rates of recruitment or survival. ``Unmitigable adverse impact'' 
means an impact resulting from the specified activity (1) that is 
likely to reduce the availability of the species to a level 
insufficient for a harvest to meet subsistence needs by (i) causing the 
marine mammals to abandon or avoid hunting areas, (ii) directly 
displacing subsistence users, or (iii) placing physical barriers 
between the marine mammals and the subsistence hunters; and (2) that 
cannot be sufficiently mitigated by other measures to increase the 
availability of marine mammals to allow subsistence needs to be met.
    The term ``small numbers'' is also defined in Sec.  18.27. However, 
we do not rely on that definition here as it conflates ``small 
numbers'' with ``negligible impact.'' We recognize ``small numbers'' 
and ``negligible impact'' as two separate and distinct requirements for 
promulgating incidental take regulations (ITRs) under the MMPA (see 
Natural Res. Def. Council, Inc. v. Evans, 232 F. Supp. 2d 1003, 1025 
(N.D. Cal. 2002)). Instead, for our small numbers determination, we 
estimate the likely take of marine mammals and evaluate if whether the 
number of marine mammals with take is small relative to the size of the 
species or stock.
    The term ``least practicable adverse impact'' is not defined in the 
MMPA or its implementing regulations. The Service ensures the least 
practicable adverse impact by requiring mitigation measures that are 
effective in reducing the impact of Industry activities but are not so 
restrictive as to make Industry activities unduly burdensome or 
impossible to undertake and complete.
    The MMPA does not require Industry to obtain an incidental take 
authorization; however, any taking that occurs without authorization is 
a violation of the MMPA. Since 1993, the oil and gas industry operating 
in the Beaufort Sea and the adjacent northern coast of Alaska has 
requested, and we have issued, incidental take regulations (ITRs) for 
the incidental take of Pacific walruses and polar bears within a 
specified geographic region during specified activities. For a detailed 
history of our current and past Beaufort Sea ITRs, refer to the Federal 
Register at 81 FR 52276, August 5, 2016; 76 FR 47010, August 3, 2011; 
71 FR 43926, August 2, 2006; and 68 FR 66744, November 28, 2003. This 
final rule confirms the preliminary determinations made in the proposed 
rule and amends regulations that are codified at 50 CFR part 18, 
subpart J (Sec. Sec.  18.119 to 18.129).

Changes to 50 CFR Part 18, Subpart J

    The 2021-ITRs are amended to allow an applicant to request and the 
Service to authorize the incidental Level A harassment of polar bears, 
in addition to the incidental Level B harassment of polar bears and 
Pacific walruses that the Service may already authorize. The lethal 
incidental take of polar bears continues to be prohibited, as does any 
Level A harassment or lethal take of Pacific walrus.

Summary of Changes From the Proposed Rule

    In preparing this final rule that revises the final rule of August 
5, 2021 (86 FR 42982), for the incidental take of polar bears and 
Pacific walruses, we reviewed and considered comments and information 
from the public on our proposed rule that published in the Federal 
Register on November 7, 2024 (89 FR 88216). We also reviewed and 
considered comments and information

[[Page 27400]]

from the public on our draft supplemental environmental assessment. 
Based on those considerations, we are finalizing these regulations with 
no changes to the regulatory text but with the following changes to our 
MMPA determinations or other preambulatory text:
    <bullet> The Service corrected a mathematical error, changing the 
number of expected takes by Level B harassment over a 2-year period 
from 186 to 184 (92+92=184).
    <bullet> The Service clarified ambiguous wording surrounding the 
outcome of the fourth den that was encountered in the 2022-2023 period 
and the distance of the den to Industry.
    <bullet> The Service clarified the timing of the litter survival 
estimates used in our denning analysis and cited in Andersen et al. 
2024. References to ``litter survival'' at approximately 100 days were 
changed to ``survival after spring den emergence'' to align more 
closely with the original dataset.
    <bullet> The Service added a statement that our estimates 
concerning non-denning polar bears remain unchanged from the 2021-ITRs.
    <bullet> The Service added an additional figure that illustrates 
litter survival probability distributions and mean survival rates that 
incorporate both Level A and lethal take for the land-based SBS polar 
bear stock during the remaining 2-year period of the timeframe of the 
2021-ITRs.
    <bullet> The Service has expanded our descriptions of our 
negligible impact and small numbers findings to more clearly present 
those findings at both a 2-year and 5-year time scale.
    <bullet> The Service added a consideration of mitigation measures 
suggested in public comments to our ``least practicable adverse 
impacts'' discussion.
    <bullet> The Service revised our discussion on the estimated takes 
by Level A harassment. Instead of referring to ``Level A harassment 
events,'' we use the phrase ``Level A harassments'' because our 
modeling estimates that two takes by harassment may occur in one event 
(i.e., if two cubs from the same den are disturbed).
    <bullet> The Service made four key updates to our assessment of 
case studies, generated updated model outputs, and has provided updated 
estimates of take.

New Information and Analysis

Aggregated Level A Harassment Across 5-Year Period

    In conducting the additional analysis required by the Court's 
remand, the Service utilized best available scientific evidence. New 
information has been acquired, and several advancements in the 
Service's analytical methods have been made subsequent to the 
promulgation of the 2021-ITRs. Many of these advancements were recently 
described and considered in an incidental harassment authorization that 
was issued by the Service to the Bureau of Land Management (88 FR 
88943, December 26, 2023).
    Specifically, the denning analysis described in the 2021-ITRs was 
conducted using the simulation of annual land-based maternal polar bear 
dens, spatially and temporally explicit descriptions of Industry 
activity, and predictions of polar bear response rooted in 
distributions established from den disturbance case studies (See 86 FR 
42982, August 5, 2021). For each of the five winter seasons analyzed in 
the 2021-ITRs, a series of dens was simulated by assigning each a 
location on the landscape, the sow's entrance date, the number of cubs 
she bore, the cub(s)' birthdate, den emergence date, and den departure 
date. We then overlaid the season's Industry activity across the same 
landscape and simulated whether polar bears within maternal dens that 
fell within a mile of activity responded to Industry-caused 
disturbances, and if so, how. Potential responses include disturbance 
of the sow inside the den, den abandonment, early emergence from the 
den, and early departure from the den site. Polar bear disturbance 
responses that occurred during the den establishment period were 
estimated to result in Level B harassment of the sow (no cubs are 
present during this period). Responses that occurred during the early 
denning period were estimated to result in Level B harassment of the 
sow and lethal take of the cub(s). Responses that occurred during the 
late denning period were estimated to result in Level B harassment of 
the sow and ``serious Level A harassment'' (i.e., likely to result in 
cub mortality) of the cub(s). Responses during the post-emergence 
period were estimated to result in Level B harassment of the sow and 
``nonserious Level A harassment'' (i.e., not likely to result in cub 
mortality) of the cub(s).
    The denning model was created to assess individual denning seasons 
and has included several levels of assumptions that generate an 
estimate of the potential annual impacts to denning polar bears that is 
somewhat conservative in that it is more likely to overstate, rather 
than understate, potential impacts. Use of this methodology achieved 
the objective of ensuring that actual impacts would not exceed what was 
contemplated in the incidental take authorization and would remain 
consistent with applicable MMPA thresholds. However, when applied to 
activities spanning a 5-year period, conservative aspects of certain 
model assumptions are amplified in a manner that risks unduly 
overstating projected aggregate impacts, raising the possibility that 
incidental take resulting from specified activities with acceptable 
levels of impacts could not be authorized, a scenario that would be 
inconsistent with the intent of section 101(a)(5)(A) of the MMPA. Thus, 
in complying with the remand's direction to aggregate Level A 
harassment estimates over a 5-year period, we reexamined the denning 
model to incorporate newly available scientific evidence and further 
refine certain model assumptions where appropriate to achieve greater 
accuracy.
    Since 2021, LOA applicants have annually provided the Service with 
revised project descriptions and geospatial files that more precisely 
reflected the scope of their planned activities to be conducted during 
the ensuing (1-year) LOA period, as compared with the descriptions of 
specified activities provided during development of the 5-year ITRs. We 
used the revised files in the present analysis as they constitute the 
best available information concerning the scope of Industry's specified 
activities. We also account for AOGA's clarification that no onshore 
terrestrial seismic surveys will occur during the winter of 2024-2025. 
Potential seismic surveys in the winter of 2025-2026 remain within the 
scope of AOGA's specified activities and were analyzed during our re-
analysis.
    As a condition of their authorizations, LOA holders also submit 
records of all polar bear encounters during their activities. Using 
this information, and records from separate activities that were not 
operating under the 2021-ITRs, we incorporated data from recently 
observed dens into our disturbance probabilities and litter size 
distributions, modified the model to incorporate newly published data 
that describes the relationship between den emergence date, den 
departure time, and litter survival (Andersen et al. 2024), and updated 
the simulation of dens across the landscape to now include several 
previously unidentified areas that may sustain polar bear dens.
    Four known dens (monitored in 2022 and 2023) have occurred near 
human activity since the promulgation of the 2021-ITRs. Of the four 
newly observed dens, three were extremely close to human activity (<50 
meters), and the

[[Page 27401]]

fourth was slightly farther away, but within 800 meters of human 
activity. Despite their close proximity to potential disturbance, the 
sows remained in their dens until the late denning period. We updated 
polar bear disturbance probabilities and litter size distributions with 
the information from these dens, then reexamined the historic dens that 
were used to create disturbance probabilities. We found that the 
distances between human activity and polar bear dens that experienced 
an observed disturbance response during the early denning period were 
considerably closer than those dens that experience an observed 
disturbance response during other denning periods. Specifically, of the 
15 dens within the case studies that were exposed to human activity 
during the early denning period, only 1 was potentially disturbed at a 
distance greater than 800 meters. This single den record also had 
imprecise information on the distance to human activity, so activity 
was assumed to occur within 1,610 meters of the den and was likely 
closer.
    The historic dens analyzed during the den establishment, late 
denning, and post-emergence periods did not follow this pattern. For 
those dens, disturbance distances commonly exceeded 805 meters. 
Evidence derived from dens exposed to human activity during the early 
denning period, including both new den records and historic dens, 
illustrates the reluctance of sows to abandon their maternal den/cubs 
in response to exposure to stimuli from nearby activity and support the 
concept that sows may be more risk tolerant during the early denning 
period. Additionally, sows may be less affected by sound from outside 
activities during the early denning period because dens are typically 
closed during that time, which can reduce propagation of noise into the 
den (Owen et al. 2020). Given this evidence, we modified the denning 
analysis model to adjust the impact area for the early denning period 
to range from 0 to 805 meters. As a result, dens that were simulated to 
be within 805 meters of human activity could be disturbed during all 
denning periods, while dens between 806-1,610 meters of human activity 
could be disturbed only during the den establishment, late denning, and 
post-emergence periods.
    Finally, the method for categorizing certain disturbance responses 
was modified to comply with the Court's direction to provide aggregated 
estimates of Level A harassment and to better align the model results 
with the categories of ``take'' defined in the MMPA. In the preamble to 
the 2021-ITRs, we drew a distinction between ``serious Level A'' and 
``nonserious Level A'' harassment and largely addressed these 
categories separately. If a sow and cub(s) emerged early (i.e., during 
the late denning period), the litter was assigned serious Level A 
harassment(s). If the sow and cub(s) departed the den site early (i.e., 
during the post-emergence period), the litter was assigned nonserious 
Level A harassment(s). These categories were based on the historic den 
disturbance case studies. Now we omit the ``serious''/``non-serious'' 
dichotomy and instead report results that aggregate all estimated Level 
A harassments. If an exposure resulted in disturbance during either of 
these periods, we assigned a Level A harassment to each cub in the 
litter (Table 1).

      Table 1--Probability of Simulated Exposures Resulting in Disturbance Response to Denning Polar Bears
                              [MMPA Level A and Level B harassment and lethal take]
----------------------------------------------------------------------------------------------------------------
                                  None (sow or                        Level B         Level A         Lethal
        Denning period              cub(s))        Level B (sow)     (cub(s))        (cub(s))        (cub(s))
----------------------------------------------------------------------------------------------------------------
Den establishment............               0.75            0.25             N/A             N/A             N/A
Early denning................               0.92            0.08            0.00            0.00            0.08
Late denning.................               0.68            0.32            0.00            0.32            0.00
Post emergence--previously                  0.00            1.00            0.32            0.68            0.00
 undisturbed den.............
Post emergence--previously                  0.00            1.00            0.67            0.33            0.00
 disturbed den...............
----------------------------------------------------------------------------------------------------------------

    We also use newly described relationships between den emergence 
date, den departure time, and litter survival (Andersen et al. 2024) to 
assign litter survival rates to simulated dens that experienced Level A 
harassment, a method used in recent polar bear take authorizations (88 
FR 88943, December 26, 2023). If an exposure resulted in a disturbance 
response during the late denning period, we first assigned that den a 
new random earlier emergence date. We then simulated whether that den 
was disturbed during the post-emergence period. Dens that were 
disturbed during the post-emergence period were also assigned a new 
random earlier den departure date. We relied on estimates of litter 
survival derived from empirical data from observations of family groups 
in the spring after den emergence (Andersen et al. 2024) to determine 
the fitness consequence of the Level A harassment, and we consider this 
information below when addressing the MMPA's negligible impact 
standard. This revised methodology provides a clearer and more in-depth 
understanding of the potential fitness consequence of polar bear 
disturbance.
    As in the existing 2021-ITRs, some concepts and mitigation measures 
could potentially reduce impacts to polar bears, but they are not 
reflected in our take estimates because their mitigative benefit is not 
quantifiable. For example, LOA holders must train their staff to 
identify the characteristics of a polar bear den, and if a suspected 
den is identified, they must cease operations and notify the Service. 
However, the efficacy of this technique cannot be quantified and could 
not be accounted for in the model results. Consideration of the 
conservative nature of certain model assumptions along with qualitative 
factors suggests that if the actual number of Level A harassment events 
does not align with the median model output, then the actual number of 
Level A harassment events would be fewer than modeled. However, we 
find, based on best professional judgment, that Level A harassment is 
reasonably likely to occur, and is anticipated, during the 5-year 
period of the 2021-ITRs (table 2).

[[Page 27402]]



         Table 2--Anticipated Level A Harassment of Polar Bears Over the 5-Year Period of the 2021-ITRs
----------------------------------------------------------------------------------------------------------------
                Type of take                    Probability          Mean            Median          95% CI *
----------------------------------------------------------------------------------------------------------------
Level A harassment..........................            0.85             3.50                3             0-10
----------------------------------------------------------------------------------------------------------------
* Confidence interval (CI).

    We base this conclusion on the strength of the modeled probability 
of Level A harassment (0.85), the estimated median number of 
harassments (3), and denning observations that have occurred within the 
area of the 2021-ITRs subsequent to the promulgation of the regulations 
in 2021. Of the four dens that have been observed within 1 mile of the 
human activity since 2021, two polar bear family groups appear to have 
spent less time at the den site during the post-emergence period than 
average. Following the relationship between den emergence date and den 
departure date described by Andersen et al. (2024), the cubs in the 
early departing family groups may have experienced a reduction in 
fitness and, as a result, a temporary decrease in their probability of 
survival. The Service considers such reductions in fitness as 
``injuries'' for the purposes of interpreting the MMPA's definition of 
Level A harassment.
    Our reanalysis led to the conclusion that Level A harassment of 
polar bears is reasonably likely to occur during the 5-year effective 
period of the 2021-ITRs. Due to this conclusion, and in light of the 
Court's remand, we proposed to revise aspects of the 2021-ITRs that 
pertain to polar bears (but not Pacific walruses). In light of the 
final determinations reported below, we now finalize those proposed 
revisions via this final rule.

Small Numbers Determination

    In addressing the MMPA's ``small numbers'' requirement, we began by 
focusing on the impact of AOGA's specified activities that may occur 
during the 2 remaining years of the 2021-ITRs (which expire August 5, 
2026), i.e., the activities to which these revised regulations will 
apply. We then address the remand directive to consider the 5-year 
period.

Small Numbers--Remaining 2-Year Period

    Using the updated information and denning model methodology 
described above, we estimated the potential Level B harassment, Level A 
harassment, and lethal take of denning polar bears that may occur as a 
result of these specified activities (table 3). Our estimates 
concerning non-denning bears remain unchanged from the 2021-ITRs.

  Table 3--Annual (1-Year) and Aggregate (2-Year) Estimates of MMPA Take of Denning Polar Bears Under the 2021-
                                                      ITRs
                                    [August 6, 2024, through August 5, 2026]
----------------------------------------------------------------------------------------------------------------
                Type of Take                    Probability          Mean            Median           95% CI
----------------------------------------------------------------------------------------------------------------
Level B harassment: 2-year..................            0.92             2.80                3              0-7
Level B harassment: 1-year..................            0.72             1.41                1              0-5
Level A harassment: 2-year..................            0.60             1.68                2              0-6
Level A harassment: 1-year..................            0.37             0.85                0              0-4
Lethal take: 2-year.........................            0.34             0.73                0              0-4
Lethal take: 1-year.........................            0.19             0.38                0              0-1
----------------------------------------------------------------------------------------------------------------

    We have determined that AOGA's specified activities over the 
remaining 2 years of the 2021-ITRs would incidentally take small 
numbers of SBS polar bears. For this determination, we consider whether 
the estimated number of marine mammals to be subjected to incidental 
take is small relative to the population size of the species or stock.
    1. Within the specified geographical region, the area of Industry 
activity is expected to be small relative to the range of polar bears. 
SBS polar bears range well beyond the boundaries of the Beaufort Sea 
2021-ITRs region. As such, the region represents only a subset of the 
potential area in which SBS polar bears may occur. Further, only seven 
percent of the 2021-ITRs area (518,800 ha of 7.9 million ha) is 
estimated to be impacted by Industry activities, even accounting for a 
disturbance zone surrounding industrial facility and transit routes. We 
anticipate roughly five percent of yearly SBS dens may be within the 
disturbance zone, which is a small percentage. Thus, the area of 
Industry activity will be relatively small compared to the range of 
polar bears.
    We expect that only small numbers of the SBS polar bear stock would 
be taken by the Industry activities specified in the 2021-ITRs because 
SBS polar bears are widely distributed throughout their expansive 
range, which encompasses areas beyond the Beaufort Sea 2021-ITRs 
region, meaning only a small proportion of the SBS polar bear stock 
will occur in the areas where Industry activities will occur, and the 
estimated number of polar bears that could be impacted by the specified 
activities is small relative to the size of the stock.
    2. The estimated number of polar bears that will be harassed by 
Industry activity is small relative to the number of animals in their 
stocks. The Beaufort Sea 2021-ITRs region is completely within the 
range of the SBS stock of polar bears, and during some portions of the 
year polar bears can be frequently encountered by Industry. From 2014 
through 2018, Industry made 1,166 polar bear reports comprising 1,698 
bears. However, when we evaluated the effects upon the 1,698 bears 
observed, we found that 84 percent (1,434) did not experience take. 
Over those 5 years, Level B harassments of polar bears totaled 264, 
approximately 15.5 percent of the observed bears. No other forms of 
take or harassment were observed. Annually an average of 340 polar 
bears were observed during Industry activities. The number of observed 
Level B harassment events averaged 53 per year from 2014 to 2018. In 
the years since promulgation of the 2021-ITRs, final LOA reports have 
not indicated that the actual number of Level B harassment events has 
exceeded those estimated in the original rule. We conclude that over 
the remaining 2 years of the 2021-ITRs, Industry activities will result 
in a similarly small

[[Page 27403]]

number of incidental harassments of polar bears.
    Based on this information derived from Industry observations, along 
with the results of the Service's own predictive modeling analysis 
described above, we estimate that no more than 184 Level B harassment 
takes and 2 Level A harassment takes of polar bears will occur during 
the remaining 2 years of the 2021-ITRs, with no more than 92 Level B 
and 2 Level A harassment takes occurring within a single year. The 
estimate of Level A harassment takes was derived using the median value 
from the Service's modeling analysis (table 3). The median was used 
because the distribution of possible Level A harassments was non-normal 
and heavily skewed, as indicated by markedly different mean and median 
values. In such circumstances,, the median is an appropriate measure of 
the central tendency in the data and more reflective of what is likely 
to occur. The estimate of 2 Level A harassment takes is consistent with 
the number of cubs most often present in a given den. Conservatively 
assuming that, in a given year, each estimated take will accrue to a 
different individual polar bear, we note that take of 94 animals is 
10.36 percent of the best available estimate of the current stock size 
of 907 animals in the SBS stock (Bromaghin et al. 2015, Atwood et al. 
2020) ((94/907)x100[ap]10.36), and we find that this proportion 
represents a ``small number'' of polar bears of that stock. While we do 
not have data to estimate the frequency of repeated Level B harassments 
to the same polar bear in different years, polar bears exhibiting 
terrestrial habitat preferences may be harassed repeatedly. Thus, it is 
highly probable that the number of individuals experiencing Level B 
harassment over the 2024-2026 period is less than 184.

Small Numbers--5-Year Period

    While the final rule does not retroactively authorize any 
incidental take, we also address the remand directive to ``evaluate the 
five-year impacts of Level A take'' and determine whether that take 
``will be of `small numbers' of bears.'' The same general factors 
supporting our ``small numbers'' determination for the 2-year period 
also apply to the 5-year period, and we do not anticipate more than 92 
Level B harassments or 2 Level A harassments occurring in any year over 
the 5-year period. Once again conservatively assuming that each 
estimated take over the 5-year period accrues to a different individual 
polar bear, we note that take is not anticipated to exceed 94 animals 
in any of the 5 years and take of 94 animals is 10.36 percent of the 
best available estimate of the current stock size of 907 animals in the 
SBS stock. This proportion represents a ``small number'' of polar bears 
of that stock. We conservatively base this determination on all the 
specified activities originally described in AOGA's request, i.e., 
without discounting the estimated take associated with specified 
activities that were planned for the initial 3 years of the 2021-ITRs 
but did not actually occur.

Negligible Impact Determinations

    In addressing the MMPA's ``negligible impact'' requirement, we 
began by focusing on the impact of AOGA's specified activities that may 
occur during the 2 remaining years of the 2021-ITRs (which expire 
August 5, 2026), i.e., the activities to which these revised 
regulations will apply. We then address the remand directive to 
consider the 5-year period.

Negligible Impact--Remaining 2-Year Period

    We have determined that AOGA's specific activities would result in 
a negligible impact to the SBS stock of polar bears. For our negligible 
impact determination, we consider the following:
    1. The number of polar bears that use the terrestrial habitat of 
the North Slope is small in relation to the entire SBS stock. The 
distribution and habitat use patterns of polar bears indicate that 
relatively few polar bears will occur in the specified areas of 
activity at any particular time and, therefore, few polar bears are 
likely to be affected.
    2. Mitigation measures will reduce potential impacts. The applicant 
will be required to adopt monitoring requirements and mitigation 
measures designed to reduce the potential impacts of their operations 
on polar bears. Den detection surveys for polar bears and adaptive 
mitigation and management responses based on real-time monitoring 
information (described in the proposed rule, 89 FR 88216, November 7, 
2024) will be used to avoid or minimize interactions with polar bears 
and, therefore, limit potential disturbance of these animals.
    3. The majority of human-polar bear interactions will result in no 
effect or short-term, temporary behavioral changes. When developing 
estimates for Level B harassment, we have determined that there is a 99 
percent chance that at least 81 percent of encounters with bears on the 
surface in the open water season and 63 percent of encounters with 
bears on the surface in the ice season are expected to result in no 
significant change in a biologically important behavior and we do not 
consider those interactions to result in a take. The remainder of 
encounters are anticipated to result in short-term, temporary changes 
in behavior that are considered a Level B take of the animal.
    4. Few dens would occur in proximity to Industry activities. Our 
denning simulations show that on average six dens are estimated to 
occur within 1 mile of the specified activities during each of the next 
two denning seasons (2024-2025 and 2025-2026). This number represents 
roughly five percent of the approximately 120 SBS polar bear dens that 
are established each year. The mitigation measures required by the 
2021-ITRs reduce the estimated number of Level A disturbed dens to 0.7 
percent of the land-based dens and 0.35 percent of all dens in the SBS 
stock (figure 1).

Figure 1--Proportion of SBS land-based dens that are estimated to 
experience Level A disturbance each year. Land-based dens represent 
roughly half of the SBS maternal polar bear dens established each year.
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    5. Anticipated Level A harassments will not alter the distribution 
of cub survival probabilities for the SBS stock. We anticipate two 
Level A harassments may occur as a result of the specified activities 
over a period of 2 years. The updated denning analysis model allows us 
to examine the simulated dens to estimate the probability of litter 
survival in the spring following den emergence using both their 
undisturbed and disturbed (if applicable) emergence and departure 
dates. With this information, we can determine the average decrease in 
survival probability that can be attributed to potential Industry 
disturbance. Only 0.35 percent of dens within the SBS stock are 
anticipated to experience Level A harassment annually. For those dens 
that experience Level A harassment, the mean probability of litter 
survival before disturbance was 84.9 percent. After simulating 
disturbance, the mean probability of litter survival (i.e., the 
probability that one or more cubs will be alive in their first spring) 
was 69.4 percent, a decrease of 15 percent. The metric of litter 
survival incorporates the best available scientific information, as the 
original number of cubs in a litter is an unknown in underlying 
empirical studies. While the metric does not account for partial litter 
loss (because a sow observed with one cub in the spring is assumed to 
have had an original litter size of one cub), it also cannot account 
for natural litter sizes of zero (because a sow observed with no cubs 
in spring is assumed to have lost a litter). Because this metric 
represents the best available information, and because it is not biased 
in only one direction, we feel it is the most appropriate available 
metric to reflect potential impacts to cub survival. However, given the 
low percentage of SBS dens that are anticipated to experience Level A 
harassment, the 15 percent decrease does not alter or shift the overall 
survival probability distribution for the SBS stock (figure 2). 
Further, if we examine the distribution of survival rates for the 
entire land-based SBS stock throughout the remaining 2 years of the 
2021-ITRs, counting for potential decrease in survival due to both 
potential Level A harassment and potential lethal take (which is not 
anticipated due to the low annual probability of den abandonment, nor 
authorized under this rule), we see no more than a minor change in 
distribution and the mean survival rate decreases less one percent, 
from 84.5 percent to 84.2 percent (figure 3). Applying the undisturbed 
mean survival rate to the estimated number of litters produced annually 
by sows in SBS land-based dens, we expect the average estimated number 
of litters with at least one surviving cub in the spring to be 50.7, 
which we round to 51 litters. This estimate decreases to 50.5 when 
accounting for disturbance, which we also round to 51 litters, 
indicating the effect of disturbance at the population level is 
statistically insignificant.

Figure 2--Litter survival probability distributions for the annual 
land-based dens of the SBS polar bear stock. The x axes of these graphs 
depict the simulated probability that one or more cubs from a litter 
will be alive in the spring, and the y axes of

[[Page 27405]]

these graphs depict the relative occurrence of the survival 
probabilities in our simulations. (Top plot: Survival probabilities 
simulated with no disturbance from Industry. Bottom plot: Survival 
probabilities simulated with estimated Level A harassment from Industry 
activities.)
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[GRAPHIC] [TIFF OMITTED] TR26JN25.003

Figure 3--Litter survival probability distributions and mean survival 
rates for the land-based SBS polar bear stock during the total 2-year 
period of the 2021-ITRs. The x axes of these graphs depict the 
simulated probability that one or more cubs from a litter will be alive 
in the spring, and the y axes of these graphs depict the relative 
occurrence of the survival probabilities in our simulations. (Top plot: 
Survival probabilities simulated with no disturbance from Industry with 
mean survival rate. Bottom plot: Survival probabilities simulated after 
considering potential decrease in survival rate attributable to 
Industry activities.)

[[Page 27406]]

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    6. Lethal take via den abandonment is rare within the Southern 
Beaufort Sea stock. Records of den abandonment in the oilfield are 
rare--we have only one account of potential den abandonment within the 
13 case studies used to develop early denning period disturbance rates. 
Applying the denning model, the greatest annual simulated probability 
of lethal take in the final 2 years of the 2021-ITRs is 0.19. The 
aggregated probability of lethal take over a 2-year period is 0.34. 
This modeling output, coupled with the lack of observed den abandonment 
in the 3 years that the 2021-ITRs have been in place, supports our 
finding that lethal take due to sow abandonment of the den and litter 
during the early denning period is unlikely, due to the low annual 
probability of den abandonment, in the remaining 2 years of the 2021-
ITRs. We do not believe the estimate of lethal take is inaccurate; 
however, it is potentially conservative.
    7. We do not anticipate that loss of a cub or litter will adversely 
affect annual recruitment rates at the population level. If a den is 
disturbed and the disturbance resulted in cub mortality, such take 
would not be authorized under the revised 2021-ITRs. Under these ITRs 
any Level A harassment would be limited to only cubs during the denning 
period. Impacts to denning females, the demographic group most 
important to annual recruitment, would be limited to take by Level B 
harassment. Therefore, the immediate number of potentially available 
reproductive females that would contribute to recruitment for the SBS 
stock would remain unaffected if a den disturbance were to result in 
the mortality of the cubs. If a den disturbance were to result in the 
mortality of the entire litter, the female would be available to breed 
during the next mating season and produce another litter during the 
next denning season.
    Cubs inherently cannot contribute to annual rates of recruitment 
until they have reached sexual maturity because in wildlife biology the 
concept of recruitment speaks to individuals entering the reproductive 
population. Further, while adult male bears would contribute to the 
overall number of individuals in the population, they do not contribute 
significantly to annual rates of recruitment. While a very small 
decrease in the number of males in a

[[Page 27407]]

breeding population may be a concern if the stock was at risk of 
inbreeding depression or Allee effects, this is not the case in the SBS 
stock. Female cubs have the opportunity to reach sexual maturity and 
contribute to annual recruitment; however, natural rates of survival 
fluctuate in the SBS stock. As such, death of less than one female cub 
per year is within the natural variability found within the SBS stock 
and cannot be reasonably expected to cause an adverse impact on annual 
rates of recruitment.
    Based on the low percentage of SBS stock polar bears potentially 
being removed from the stock if den disturbance were to result in the 
mortality of the cubs, and the expectation that the number of 
potentially available reproductive females that would contribute to 
recruitment would be unaffected by den disturbance, the Service does 
not anticipate that the loss of a cub or litter would adversely affect 
annual recruitment rates at the population level for the SBS stock of 
polar bears.
    We reviewed the effects of Industry activities on polar bears, 
including impacts from surface interactions, aircraft overflights, 
marine vessel traffic, and den disturbance. Based on our review of 
these potential impacts, past monitoring reports, and the biology and 
natural history of polar bears, we conclude that any incidental take 
reasonably likely to occur as a result of specified activities would be 
limited to short-term behavioral disturbances and temporary reductions 
in fitness that would not affect the rates of recruitment or survival 
for the SBS stock of polar bears.
    We have analyzed the potential impact of the proposed taking in 
light of other factors affecting SBS polar bears, including subsistence 
harvest and other human-caused removals as well as climate change. 
Climate change is a global phenomenon and was considered as the overall 
driver of effects that could alter polar bear habitat and behavior. The 
Service is currently involved in research to understand how climate 
change may affect polar bears. As we gain a better understanding of 
climate change effects, we will incorporate the information in future 
authorizations. While climate change and other ongoing factors pose 
significant challenges to SBS polar bears, we do not expect them to 
influence the degree of impacts (i.e., short-term behavioral responses 
and temporary reductions in fitness) resulting from the specified 
activities or incidental harassment to be authorized under revised 
incidental take regulations.
    Our analysis indicates that the impacts of these specified 
activities over the remaining 2 years addressed by the 2021-ITRs cannot 
be reasonably expected to, and are not reasonably likely to, adversely 
affect the SBS stock of polar bears through effects on annual rates of 
recruitment or survival. We therefore determine that the total of the 
taking estimated above and to be authorized via the revised 2021-ITRs 
will have no more than a negligible impact on the SBS stock of polar 
bears.

Negligible Impact Determination--5-Year Period

    While the Service does not propose to retroactively authorize any 
incidental take, we also address the remand directive to ``evaluate 
whether the five-year impacts of Level A take is `negligible.' '' Given 
the similar nature, degree, and locations of the specified activities 
across the 5-year period, we find that the same seven general factors 
described above to support our ``negligible impact'' determination for 
the 2-year period also apply to the 5-year period. While the number of 
estimated takes over the 5-year period is greater than over the 2-year 
period analyzed above, they would occur over a longer period of time, 
and the rate of estimated impacts to the SBS stock over the course of 
the 5-year period is roughly the same as estimated for the 2-year 
period. Closer analysis of our 5-year estimates further indicates that 
impacts remain negligible when the 5-year period is considered.
    The median number of Level A harassments over the 5-year period is 
three. As we stated above, there have been no records of den 
abandonment or sow disturbance response in the early denning period in 
the 3 years that the 2021-ITRs have been in effect. However, the 
aggregated simulated probability of sow abandonment of a den and litter 
during the early denning period across the entire 5-year period of the 
2021-ITRs is 0.55, indicating den abandonment may occur. The median 
number of lethal takes over the entire 5-year period is one. To account 
for all estimated impacts of the specified activities across the 
entirety of the 2021-ITRs period, our negligible impact determination 
considers the potential impacts of 443 Level B harassments, three Level 
A harassments, and one lethal take occurring over a 5-year period.
    If we examine the distribution of survival rates for the entire 
land-based SBS stock as we did in figure 4, but for the entire 5-year 
ITR period, we similarly see no more than a negligible change in 
distribution and the mean survival rate decreases less than one 
percent, from 84.4 percent to 84.0 percent (figure 4). This negligible 
change does not support a reasonable expectation of diminished 
recruitment or survival rates at the stock level.

Figure 4--Litter survival probability distributions and mean survival 
rates for the land-based SBS polar bear stock during the total 5-year 
period of the 2021-ITRs. The x axes of these graphs depict the 
simulated probability that one or more cubs from a litter will be alive 
in the spring, and the y axes of these graphs depict the relative 
occurrence of the survival probabilities in our simulations. (Top plot: 
Survival probabilities simulated with no disturbance from Industry with 
mean survival rate. Bottom plot: Survival probabilities simulated after 
considering potential decrease in survival rate attributable to 
Industry activities.)
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    Our analysis indicates that the impacts of these specified 
activities over the 5-year period addressed by the 2021-ITRs cannot be 
reasonably expected to, and are not reasonably likely to, adversely 
affect the SBS stock of polar bears through effects on annual rates of 
recruitment or survival. We therefore determine that the total taking 
over the 5-year period will have no more than a negligible impact on 
the SBS stock of polar bears.
    We conservatively base this determination on all the specified 
activities originally described in AOGA's request, i.e., without 
discounting the estimated impacts of specified activities that were 
planned for the initial 3 years of the 2021-ITRs but did not actually 
occur.

Impacts on Subsistence Uses

    We have not identified any means through which AOGA's specified 
activity is likely to reduce the availability of SBS polar bears to a 
level insufficient for harvest to meet subsistence needs. Thus, we 
determine that the total taking will not have an unmitigable adverse 
impact on the availability of SBS polar bears or Pacific walruses for 
taking for subsistence uses.

Least Practicable Adverse Impact

    We have not identified any additional (i.e., not already 
incorporated into the 2021-ITRs) mitigation measures that are effective 
in reducing the impact of Industry activities but are not so 
restrictive as to make Industry activities unduly burdensome or 
impossible to undertake and complete. We received a public comment 
suggesting several mitigation measures that were commonly used to 
decrease the level of sound in the water during underwater construction 
activities (e.g., bubble curtains).
    The Service considered but declined to adopt proposed requirements 
for pile-driving sound mitigation in the original 2021-ITRs rulemaking, 
and our prior rationale remains applicable now. While bubble curtains 
can be effective in certain circumstances, they have limited 
applicability in arctic environments, and cannot be deemed practicable 
for all specified activities. The 2021-ITRs allow for LOAs to 
incorporate activity- and location-specific terms and conditions. As 
such, the Service can evaluate the practicability of these and other 
measures when contemplating specific LOA applications that contain more 
detailed project descriptions and site-specific environmental 
information. Thus, we determine that the mitigation

[[Page 27409]]

measures required by the 2021-ITRs will ensure the least practicable 
adverse impacts on SBS polar bears and Pacific walruses.

Monitoring and Reporting

    We have not identified any additional (i.e., not already 
incorporated into the 2021-ITRs) monitoring or reporting requirements 
to better assess the effects of industrial activities, ensure that the 
number of takes and the effects of taking are consistent with that 
anticipated, or detect any unanticipated effects on SBS polar bears or 
Pacific walruses.

Administrative Updates

    In addition to amendments to the regulations in 50 CFR part 18 to 
accomplish the regulatory revisions described above, we also make 
regulatory revisions to update our regulations that carry out the 
Paperwork Reduction Act (PRA; 44 U.S.C. 3501 et seq.). The revisions to 
Sec. Sec.  18.4, 18.129, and 18.152 that are set forth in the rule 
portion of this document are administrative and nonsubstantive. These 
changes serve only to update and streamline the regulatory text that 
ensures our regulations in 50 CFR part 18 are in compliance with the 
PRA.

Summary of and Response to Comments and Recommendations

Response to Comments

    The Service published a proposed rule in the Federal Register (FR) 
on November 7, 2024, with a 30-day period seeking comments on both the 
proposed rule and the draft EA (89 FR 88216). The comment period closed 
on December 9, 2024. The Service received 85 comments, and an 
additional mass mailing containing 607 signatures. Comments were 
received from the Marine Mammal Commission, the State of Alaska, the 
North Slope Borough, various trade and environmental organizations, and 
interested members of the public. We reviewed all comments, which are 
part of the rulemaking docket, for substantive issues, new information, 
and recommendations regarding the proposed rule and draft EA. The 
comments are aggregated by subject matter, summarized and addressed 
below, and changes have been incorporated into the final rule and final 
EA as appropriate. A summary of the changes to this final rule from the 
proposed rule is found above in the preamble under Summary of Changes 
From the Proposed Rule.
    Comment: Numerous commenters opposed the promulgation of the ITRs 
based on a general opposition to Industry activity, while several 
commenters supported the promulgation of the ITRs based on a general 
support for Industry activity.
    Response: Language within section 101(a)(5)(A) of the MMPA requires 
the Service to allow the incidental taking of small numbers of marine 
mammals provided the Service has made certain determinations regarding 
the specified activity. Once we make the required determinations, we 
must promulgate ITRs.
    Comment: Several commenters provided copies of their original 
comments on the 2021-ITRs.
    Response: All comments submitted in response to the June 1, 2021, 
proposed rule (86 FR 29364) and the November 7, 2024, proposed rule (89 
FR 88216) have been fully considered in this rulemaking action. Our 
responses to the comments are set forth in the final rule of August 5, 
2021 (86 FR 42982), and this document.
    Comment: One commenter stated that the Service's ``small numbers'' 
definition is unjustified and the Service's discussion of this MMPA 
requirement is insufficient.
    Response: As we stated in the proposed rule, ``small numbers'' is 
defined in Sec.  18.27 of the MMPA. However, we do not rely on that 
definition as it conflates ``small numbers'' with ``negligible 
impact.'' Instead, for our small numbers determination, we estimated 
the likely number of takes of polar bears and determined that that 
number was small relative to the size of the SBS stock.
    Comment: One commenter suggested that the Service relied solely 
upon the relatively small size of the specified area of the ITRs 
relative to the range of SBS polar bears when making its small numbers 
determination.
    Response: The Service's small numbers determination acknowledges 
but is not solely based on the fact that the SBS stock inhabits a wide 
range and the specified activities cover only a small portion of the 
population's range. Our analytical framework takes into account the 
non-uniform distribution of non-denning and denning polar bears. The 
Service's new analysis provided an estimate of the number of dens that 
are estimated to be exposed to human activity, as well as the number of 
dens that are estimated to be disturbed by human activity. We have 
worked closely with the applicants to determine a spatially explicit 
project footprint, and as we stated in the proposed rule, it is 
anticipated that roughly five percent of yearly SBS dens may be within 
the impact area, which is indeed a small percentage.
    Comment: One commenter stated that the Service did not adequately 
show that there were no additional practicable mitigation measures that 
could reduce adverse impacts to SBS polar bears and Pacific walruses.
    Response: The Service presented a thorough ``least practicable 
adverse impact'' (LPAI) determination and integrated a comprehensive 
suite of required mitigation measures into the original 2021-ITRs. 
These measures were designed to ensure the least practicable adverse 
impact to polar bears and Pacific walruses during the specified 
activities and include monitoring measures, offset requirements in the 
event that dens are identified, and temporal restrictions on 
terrestrial seismic surveys. As part of this subsequent rulemaking, the 
Service attempted to identify additional measures that could be imposed 
to ensure LPAI going forward. The Service then reviewed the proposed 
measures suggested by public commenters. This process did not result in 
the Service identifying any additional, effective, practicable measures 
above what is already required.
    Comment: One commenter stated that the Service failed to 
incorporate mitigation measures in the proposed rule to reduce 
disturbance of polar bears arising from sound-producing offshore 
activities such as pile driving.
    Response: We agree that these measures can be effective; however, 
they are typically location and activity specific, and not applicable 
for all construction activities. Bubble curtains specifically have 
limited applicability in arctic environments. The original 2021-ITRs 
include a provision to add additional mitigation measures as needed in 
individual LOAs. As such, the Service can evaluate the need for these 
mitigation measures when contemplating LOA applications that contain 
more detailed project descriptions and require them as needed. We also 
note that in-water activities would not coincide in space and time with 
denning and thus further mitigation associated with these activities 
would not be effective in reducing the potential for Level A harassment 
or lethal take.
    Comment: One commenter stated that the mitigation measures 
presented in the proposed rule were insufficient and vague and rely too 
heavily on the applicant's compliance.
    Response: We disagree. The mitigation measures established in the 
2021-ITRs are clear and actionable. They have been implemented 
successfully by LOA holders since the promulgation of the 2021-ITRs.

[[Page 27410]]

    Comment: One commenter stated they did not feel it was appropriate 
to quantitatively account for identification of dens with the naked 
eye.
    Response: As we stated in the cited section of the proposed rule, 
the potential protective benefit of certain mitigation measures, such 
as den identification by trained personnel, are not reflected in our 
modelling outputs because their mitigative benefit is not quantifiable.
    Comment: One commenter expressed a desire for a more comprehensive 
monitoring program, including the use of audio recordings. They also 
recommended annual or semiannual reassessment, strict enforcement, and 
active collaboration with Alaska Native communities to ensure 
compliance with environmental protection standards.
    Response: Letters of authorization (LOAs) issued under this ITR are 
limited to 1-year periods and include robust monitoring and reporting 
requirements. The Service systematically reviews all reports and 
associated data. The Service also has authority to impose additional 
requirements in LOAs, and to suspend or revoke existing LOAs if 
warranted. The Service does not find that any additional requirements 
are needed at this time. The Service also investigates suspected 
instances of unauthorized take; however, this rulemaking is not an 
appropriate vehicle to predetermine enforcement approaches or outcomes.
    Regarding the use of ``audio recordings'' for monitoring, we are 
unaware of any audio monitoring equipment that would be practicable in 
the terrestrial arctic environment where the specified activities 
occur, especially since industrial and/or ambient noise would limit the 
efficacy of this monitoring technique.
    Comment: One commenter recommended that instead of expanding 
regulations to allow for Level A harassment, the Service should 
prioritize the conservation of polar bears, implement stricter 
mitigation measures, and enhance monitoring.
    Response: The Service presented a thorough description of the 
monitoring and mitigation measures required in the 2021-ITRs. These 
measures were designed to ensure the least practicable adverse impact 
to polar bears during the specified activities, and include monitoring 
measures, offset requirements in the event that dens are identified, 
and temporal restrictions on terrestrial seismic surveys. The Service 
did not identify additional practicable measures to mitigate potential 
impacts to polar bears that were not already incorporated in the 
original 2021-ITRs. The Service does not have approval authority over 
these activities. The issuance of incidental take authorizations such 
as those presented in this rule is often the sole mechanism through 
which the Service (or the Federal Government more generally) can 
require operators to implement mitigation measures, monitor impacts, 
and report data to the Service. Given the value of ITR-required 
mitigation measures in reducing impacts to polar bears, and that these 
ITRs are only finalized because the Service first made the required 
findings required for their issuance as noted, and the value of data 
derived from monitoring and reporting requirements in terms of 
increasing scientific understanding of the SBS stock, this rule 
furthers, rather than diminishes, the Service's conservation 
objectives.
    Comment: Some commenters stated that the Service did not adequately 
consider certain mitigation measures (e.g., personnel training and 
avoidance of observed animals) that operators use to reduce or prevent 
incidental take of polar bears and that this lack results in the 
Service overestimating incidental take.
    Response: The Service considered all mitigation measures 
incorporated into AOGA's request when analyzing the effects of the 
specified activities. The Service's analysis comprises qualitative and 
quantitative elements. As we explained in the original rulemaking for 
the 2021-ITRs, it is exceptionally difficult to quantify the 
effectiveness or accuracy rate of some of the mitigation measures 
incorporated into AOGA's request. Thus, the modeling component of the 
Service's larger analysis cannot reliably account for any reduction in 
potential impacts attributable to such mitigation measures. This does 
not mean the Service failed to consider such mitigation measures 
qualitatively.
    Comment: One commenter stated that the denning analysis ignores 
factors that result in less frequent and less significant polar bear 
interactions, such as personnel training, security patrols, attractants 
management, and adaptive measures if and when a den is discovered.
    Response: As we have stated in previous authorizations, it is 
exceptionally difficult to quantify the effectiveness or accuracy rate 
of the mitigation measures presented in this comment. In order to 
incorporate potential identification of polar bear dens into our take 
estimates, we would need empirical data that includes search effort and 
accuracy, with a sample size large enough to capture natural variation 
in the ability of Industry workers to locate dens. Unopened polar bear 
dens are extremely difficult to differentiate from neighboring habitat 
and often have no external identifying features until the polar bear 
has begun to exit her den, at which point the vast majority of 
potential disturbance has occurred. It is also incorrect that Industry 
does not get any ``credit'' for their ``adaptive measures employed if 
and when dens are discovered.'' In fact, this credit is inherently 
built into the model because once a den is discovered, either through 
forward-looking infrared (FLIR) technology or through disturbance, we 
assume Industry will comply with applicable mitigation measures and 
prevent all future disturbance to the den and thus do not quantify or 
estimate subsequent takes.
    Comment: One commenter indicated that the Service should not 
authorize purposeful harm of polar bears.
    Response: The take regulations provide for authorization of 
incidental take of polar bears, not intentional take as the commenter 
is suggesting.
    Comment: Several commenters stated that the Service's negligible 
impact finding must be made using take estimates for the entirety of 
the 2021-ITRs (5 years) instead of the Service's focus on the remaining 
2 years in the regulations. Commenters have stated that the Service has 
segmented the negligible impact analysis and therefore violated the 
MMPA and APA.
    Response: The Service's negligible impact determination accounts 
for the total take, both over the 2-year period to be covered by the 
revised rule, and over the 5-year period as directed by the remand. 
Revisions to the negligible impact determination have been made to 
clarify the Service's rationale and thus respond to various issues 
raised in public comments.
    We disagree that our statement regarding the potential population-
level effects of the loss of a cub or litter was arbitrary and 
capricious. We have clearly outlined the reasoning for this statement, 
which is based on both quantitative and qualitative analysis and an in-
depth discussion on wildlife management theory and polar bear 
population biology.
    Comment: Several commenters stated the Service's negligible impact 
finding must be made using take estimates for the entirety of the 2021-
ITRs (5 years). Citing the Service's estimates of five Level A 
harassments over the 5-year 2021-2026 period, commenters characterized 
the Service's proposal to authorize only two Level A harassments as 
confusing.
    Response: Commenters are correct that the Service did preliminarily

[[Page 27411]]

estimate five Level A harassment events over the course of the 5-year 
(2021-2026) ITR period in the proposed rule. Our updated estimate is 
three Level A harassment events over the course of the 5-year (2021-
2026) ITR period. The Service considers the impact of these takes, 
along with the impacts of estimated lethal take over that timeframe, 
when providing its negligible impact determination. Additional language 
has been added to the final rule to further explain the Service's 
rationale on this point. Meanwhile, the Service proposed to authorize 
only two Level A harassments because the Service does not retroactively 
authorize take and the Service estimates that only two Level A 
harassment will occur during the 2-year time period to which this final 
rule applies. For the sake of thoroughness, and to ensure compliance 
with MMPA standards as well as remand directions, the Service considers 
the negligible impact standard with respect to two distinct timeframes, 
i.e., the timeframe to which this rule revision applies as well as the 
larger 5-year period.
    Comment: A commenter stated that the Service appears to overlook 
that recruitment is a metric that focuses on cub survival; therefore, 
it is unreasonable to assume that the death of up to three cubs would 
not affect recruitment in the year those deaths occur.
    Response: Recruitment refers to the number of reproductive age 
individuals added to a population. For those cubs to be recruited to 
the population, they would need to survive an additional 3-4 years. The 
ramifications of losing cubs associated with one den in any given year 
are addressed in our negligible impact determination. We further note 
that in addition to recruitment rates, the Service also considered 
survival rates when it conducted its negligible impact analysis.
    Comment: One commenter that characterized the likelihood of lethal 
take as high asserted that the MMPA's moratorium on taking bars the 
Service from authorizing take where unauthorized take is also caused by 
the activities.
    Response: The Service does not authorize any lethal take of polar 
bears and does not anticipate any lethal take occurring while this 
revised rule is in effect.
    Comment: One commenter stated that the Service should reconsider 
whether to authorize a small number of lethal takes (e.g., one) in the 
final rule. Additionally, the commenter believes the Service should 
indicate what response it would take were a bear to be killed 
incidental to the covered activities. Specifically, whether the Service 
would suspend activities until additional authorization is obtained.
    Response: The Service does not authorize incidental take that it 
does not anticipate, and the Service does not anticipate any lethal 
take over the effective period of the revised rule.
    As noted in the pre-ambulatory text when we finalized regulations 
for these ITRs (86 FR 42982 at 43042, August 5, 2021), we have 
incorporated rule reporting requirements for all polar bear and Pacific 
walrus interactions. Ceasing all activities in an active oil field may 
not be practicable or safe in certain circumstances, and such a 
requirement will not be preemptively mandated.
    Comment: Several commenters provided general comments stating that 
authorizing take of polar bears via Level A harassment contravenes the 
1973 Agreement on the Conservation of Polar Bears and is at odds with 
the MMPA and ESA. Some of these comments referred to the status of the 
SBS polar bear population, which commenters said was declining, the 
overall impacts of the oil and gas industry in the region, and the 
effects of climate change in the Arctic.
    Response: We disagree. The Service is not authorizing anything that 
qualifies as a ``taking'' as that term is defined by the 1973 Agreement 
on the Conservation of Polar Bears. The Service also disagrees with the 
notion that lifting the MMPA's take prohibition with respect to a small 
number of incidental takes that will result in a negligible impact, 
while also imposing a host of mitigation, monitoring, and reporting 
requirements, is at odds with the conservation goals of the MMPA and 
ESA.
    Comment: One commenter suggests that the Service's take estimates 
consider only effects to adult denning females, and not her cubs.
    Response: The commenter is incorrect that we only consider the 
taking of adult female bears. Our take estimates account for effects to 
denning adult females as well as her cubs.
    Comment: One commenter stated the Service's simulation of dens 
across the landscape is not an accurate representation because the 
simulation relies on only collared bears and does not accurately depict 
the number of dens on Howe Island or in the NE Colville River Delta.
    Response: While it is true that the Service uses data only from 
collared bears to establish the underlying denning utilization 
distribution, dens with non-collared bears cannot be easily 
incorporated into the utilization distribution. We explicitly state 
that we rely only on collared bears because they represent a random 
sample of polar bear den distribution. Relying on Industry reports or 
other sources would have an explicit search bias in that those data are 
more likely to be from areas near human activity than away from it. 
Without information on how non-collared dens were discovered and the 
area that was searched, including them as being a representative sample 
of denning would be extremely difficult. Because collared bears can 
move wherever they want on the landscape and den where they see fit, 
they are a representative sample of where bears choose to den based on 
what is available to them.
    We also add that while it is true that dens on Howe Island are not 
in the sample of dens used for the utilization distribution, or that 
more dens seem to occur in the Colville delta than are expected, this 
is to be expected when working with a random sample of dens. It is the 
same concept of flipping a coin. While it is reasonable to expect tails 
50 percent of the time, you could end up getting tails 70 percent of 
the time and that would still be a representative sample. But with 
increased sampling (i.e., sample sizes), we expect the realized sample 
of dens will lead to more accurate utilization distributions. Lastly, 
the commenter suggests that the NE Colville River Delta is indicated as 
having a high density of dens even though there is minimal denning 
habitat there. Again, we specifically discuss how we use the 
utilization distribution to simulate dens across the landscape, and it 
is only one component of that process. In short, we use the utilization 
distribution to inform the general density across the landscape but 
then restrict denning to occur in identified denning habitat. So, if 
there really is minimal denning habitat in the Colville River Delta, it 
is reflected by this second step in our analysis.
    Comment: One commenter stated that the Service's denning model 
underestimates the potential for zero cub dens, including those that 
are shelter dens. The commenter further states that the Service's 
determination of cub mortality in its analysis is reliant upon a single 
case study, and the Service's classification of that case study 
contradicts best available data.
    Response: This comment indicates a misunderstanding in our 
analytical approach. We have taken into account the possibility of 
natural litter sizes of 0 and shelter dens in our analysis based on the 
current best available data from published peer-reviewed studies. 
First, litter size is not assumed. We have

[[Page 27412]]

obtained litter size data for polar bears denning on land in the SBS 
subpopulation using a variety of published sources. We then draw, at 
random, a litter size to associate with a simulated den based on the 
distribution of the empirical litter size data. We then go further and 
estimate the probability of a female emerging with a litter size of 0 
for natural reasons (e.g., failed pregnancy) and have a litter size of 
0 as a potential outcome. Secondly, the den simulation does account for 
shelter denning. The data used to inform the den phenology parameters 
for den simulation removed bears that were expected to have shelter 
dens based on the short duration of time in the den (Rode et al. 2018, 
Andersen et al. 2024). Additionally, the number of dens simulated 
across the landscape is based on the estimated number of maternal dens, 
which was derived from demographic data and data from collared bears 
(Patil et al. 2022) and are thus not confounded with shelter dens. 
Finally, as is indicated in our updated supplemental material, one case 
study informs the probability of den abandonment and subsequent cub 
mortality. The commenter is correct that there are few case studies 
that show potential evidence of cub mortality, but as we stated in the 
proposed rule, it is a rare occurrence, which is reflected in our 
disturbance probabilities. We have already provided justification for 
our decision related to this den in the case studies table.
    Comment: One commenter suggested that the Service inappropriately 
cited adult females' capacity to produce cubs in the future as the 
justification for its negligible impact determination.
    Response: The Service's negligible impact determination 
acknowledges, but is not solely based on, the fact that a sow that 
loses her cubs would be available to breed the following year. We do 
not anticipate lethal take via cub abandonment and did not propose to 
authorize lethal take in the ITRs. However, in discussing the potential 
impacts if a den abandonment did occur, we look to the fundamental 
wildlife management theory of compensatory mortality, wherein human-
caused removals are compensated for by a decrease in other density-
dependent sources of mortality. For example, if 50 polar bears died 
annually in the SBS stock due to natural conditions such as lack of 
prey availability, and in one year an additional 2 polar bears died as 
a result of human-caused removal, compensatory mortality theory 
indicates that the number of deaths that year would not be 52 but would 
remain at 50. This is because the loss of the 2 polar bears via human-
caused removal would alleviate constraints on the population imposed by 
prey availability and other factors, effectively making ``space'' for 
two additional bears to persist and thus compensate for the 2 human-
caused removals. The latest abundance estimate indicates that the SBS 
population has likely stabilized since declines that were observed in 
the early 2000s (Bromaghin et al. 2021). The population is, therefore, 
likely experiencing the sort of density-dependent regulation to which 
compensatory mortality theory applies.
    The commenter notes that ``the fact that cubs are not 
reproductively active is not a justification for considering their 
increased take to be negligible''; however, cubs need to survive 
multiple years until they are recruited into the population as 
reproductive individuals. Regehr et al. (2017) showed that a polar bear 
population declining due to sea ice loss can still have a level of 
harvest that would not hinder the persistence of the population, 
supporting the application of the compensatory mortality theory to the 
SBS stock. Again, the ITRs do not authorize lethal take; however, in 
the instance of an authorized Level A harassment leading to a decrease 
in an individual's survival and then the animal later died before 
reaching sexual maturity, it is important to note that there is some 
probability the individual would not have reached sexual maturity 
regardless of the harassment.
    Comment: One commenter stated that Andersen et al. (2024), a 
publication cited by the Service, suggests that a ``linkage'' (i.e., 
biological mechanism) between shortened post-emergence periods and cub 
survival has been identified, with minimal discussion of a plausible 
biological mechanism other than cub acclimation. The commenter also 
notes that the denning phenology of Chukchi Sea polar bears was 
consistent with females in better body-condition (Rode et al. 2018). 
The commenter believes ``integrating this poorly understood 
relationship into a predictive model introduces a mechanism that has 
not been tested and is not supported by research.''
    Response: We agree that Andersen et al. (2024) supports a strong 
relationship between the post-emergence period and cub survival. We 
disagree, however, with the assertion that this is simply a hypothesis 
without any supporting evidence. In fact, the study does provide data, 
which is the basis for that relationship to have been established in 
the study. We do not disagree that maternal condition could play a role 
in how easy it is to disturb bears or have an influence on departure 
dates. However, importantly, all females with newborn cubs should be 
highly motivated to get back onto the sea ice to begin hunting again 
after multiple months of fasting and the large energetic expenditure of 
nursing. Thus, the fact that bears will spend up to 3 weeks at the den 
site after emergence clearly indicates that time at the den site 
confers some advantage to cubs, likely in the form of cub development 
to get ready to travel the extended distance out to the sea ice.
    While it is true that some females may leave earlier than others 
because of poor body condition, this again would lead to less time for 
cubs to get acclimated/ready for the outside world. A female that 
departs early in low body condition would soon access prey, which would 
compensate for her lower body condition. This means that it is less 
likely that a sow's persistent low body condition contributed to any 
decrease in survival probability for her cubs than the fact that she 
potentially forced the cubs to leave the den site before they were 
ready. Ultimately, if through disturbance bears depart the den site 
early, there is the potential (based on data) for cubs to suffer 
lowered survival. This outcome indicates Level A harassment. Lastly, 
while we agree with the commenter that the data from Chukchi Sea bears 
may partially reflect differences in body condition, we also want to 
highlight another key difference: Bears in the Chukchi Sea tend to den 
on Wrangel Island where there is very minimal human presence and thus 
potential for disturbance. This is not the case for bears in the 
Southern Beaufort Sea that have a portion of their land-based denning 
habitat overlap with oil and gas activity and infrastructure.
    Comment: One commenter stated that the Service incorrectly 
interpreted studies on polar bear den phenology and biology, the 
effects of disturbance upon polar bears in dens, the behavioral 
responses of denning polar bears to disturbance (e.g., displacement 
from denning habitat, early den departure), polar bears' resilience to 
or tolerance of disturbance, and the effects of disturbance and early 
departure from dens upon reproductive success and cub survival.
    Response: Except as noted in our separate explanations of 
additional updates to our denning model assumptions, we disagree with 
the commenter. At least one member of our analytical team is a 
coauthor, or first author, on each of the referenced studies, so they 
are very well qualified to draw conclusions from the study. While the 
commenter is accurate that

[[Page 27413]]

the relationship between den emergence date and short-term litter 
survival was not a primary objective of the Rode et al. (2018) study, 
the study still did establish this relationship, which was also 
verified by the Andersen et al. (2024) study. The study did not need to 
formally establish the relationship between an early emergence caused 
by disturbance to be used to inform the potential outcome of a 
disturbance event. As the commenter stated, they agree that premature 
den emergence can have an effect on cub survival. Rode et al. (2018) 
and Andersen et al. (2024) both provide a relationship between 
emergence/departure dates and ultimate cub litter survival.
    While we agree that a controlled scientific study would be an ideal 
way to verify the results of the above cited studies, such a study 
could never be conducted because it would have the potential to lead to 
a significant amount of lethal take and Level A harassment of cubs. It 
would require us to purposefully disturb denning bears at different 
times during the spring and then monitor the cubs into the spring to 
observe their ultimate fate. In addition to being a study for which we 
would never be able to get approval because of the level of take 
expected, it would also require adult female bears to be fitted with 
GPS collars and then re-observed later in the spring. Given 
stakeholders' concerns with collaring bears and the number of bears 
that would be required to be collared to gain a sufficient sample size 
of disturbed and control dens, it is likely never to be feasible or 
would take >10 years of constant research effort. We used the best 
available science from the peer-reviewed literature to inform our 
analytical approach based on studies that have relevant information to 
inform the impacts of early emergence on cub survival.
    Comment: One commenter stated that while Linnell et al. (2000), a 
publication cited by the Service, identifies a 1-km buffer, it is a 
review of other relevant literature that show variable responses of 
polar bears to human activity.
    Response: As the commenter notes, the Linnell et al. (2000) paper 
is a review of the literature from a quarter of a century ago. We have 
cited it to reflect that others have talked about the potential for 
disturbance to denning bears and why it is important to consider 
factors that could disturb denning bears and how to mitigate those 
disturbances. As we have shown through our thorough description of 
analytical methods, nothing from Linnell et al. (2000) was used in our 
model development. We detail our approach and cite the relevant 
studies/literature from where we draw our data parameters.
    Comment: Several commenters cited work by Larson et al. (2020), who 
concluded that their data showed denning polar bears on Alaska's North 
Slope are overtly unreactive. The commenter stated that this 
publication supported the finding that North Slope oil and gas 
operations have no more than a negligible impact on polar bears and the 
SBS population.
    Response: Several aspects of the Larson study render its results 
not suitable for use in our analysis. We detail these below:
    (1) There is a lack of clarity on data source, types, and 
limitations for dens, which are currently described as found through a 
combination of VHF (very high frequency) technology, GPS (global 
positioning system) technology, and dens located via aerial- and 
ground-based FLIR, direct observation (in person and video), and dogs. 
Authors acknowledge how responses can change depending on the denning 
stage but do not provide sufficient data for readers to determine when 
human activities occurred.
    (2) The data were collected opportunistically, and no attempt was 
made to account for sampling effort during different periods of the 
denning season to account for unequal sampling effort, or differences 
in human activity between periods. For example, aerial surveys were 
most likely to occur early during the denning period, likely when 
researchers were actively searching for dens. Later during denning, 
however, aerial surveys are likely less frequent and therefore 
responses from this form of disturbance are lacking when the 
consequences for cubs could be greater. Further, observations at den 
sites from cameras or camps mostly occur late in the denning period 
(i.e., just prior to emergence); therefore, responses to disturbance 
earlier in the denning period are lacking or at least underrepresented 
in the data.
    (3) The locations of dens in this analysis were likely known prior 
to disturbance-causing activities were observed. Given that, most dens 
should have had 1-mile no-activity buffers around them, which likely 
reduced the frequency and intensity of activity, thus leading to 
results that are biased low for documenting disturbance to bears.
    (4) The analysis is restricted to only overt behavioral responses, 
but responses can be unobservable and potentially affect cub survival. 
Thus, `no effect' results are likely overestimated, and actual 
disturbances related to activity are likely underestimated (i.e., 
biased low). For example, Rode et al. (2018) showed that earlier 
emergence dates can lead to lower litter survival after a short period 
post emergence. These types of responses are ignored in the referenced 
study.
    (5) There is a disconnect between physiological stress responses 
without associated behavioral response and observed flight response 
(Ditmer et al. 2015), which limits confidence in ``no effect'' 
statements. This situation was recognized as an issue in Methods; 
however, this disconnect was not reflected in inferential statements or 
conclusions.
    (6) There is no explicit evaluation of a 1.6-km buffer as a 
mitigation measure to minimize den abandonment. The study does not 
provide the actual distances from disturbance to dens for those dens 
that were greater than 300 m away. Further, they do not provide sample 
sizes for these cases. Therefore, statements pertaining to this 
buffer's effectiveness (or ineffectiveness) are uninformed by data or 
their approach.
    (7) The first sentence of the discussion states that bears are 
largely overtly unreactive to human activity, but the results of the 
study show significant proportions of bears responding in manners 
indicative of harassment under the MMPA. For example, a high proportion 
(37 percent, p. 199) of dens displayed disturbance at levels considered 
by the authors to be ``harassment'' under the MMPA. Even low-intensity 
stimuli for large machinery resulted in 31 percent of dens displaying 
behavior consistent with ``harassment.''
    (8) The authors admit that their small sample size and lack of 
replication of stressor distances and frequencies mean their data 
provide limited insight regarding polar bear response to human activity 
at den sites (p. 203). As an example, they had insufficient data to 
look at the effects of high-intensity activity, other than from 
aircraft, so it is not possible to know what impact, for example, high-
intensity activity from large or small machinery would have on denning 
bears. But the authors did not find ``significant probabilities for 
harassment disturbance for large and small machinery at low 
intensities'' (p. 202).
    (9) The authors reported the times between den emergence and den 
site departure were all on the low end of the `normal' established by 
Smith et al. studies, but all those dens had exposure to human activity 
(e.g., camps or camera setup activities). It is therefore incorrect to 
say that dens in Smith et al. studies were from undisturbed sites, and 
it is very possible those dens were departed

[[Page 27414]]

sooner than would have occurred without any human activity.
    Comment: Some commenters characterize land-denning bears as having 
particular importance and suggested that the Service did not adequately 
incorporate risks of mortality to cubs and population effects of cub 
mortality or low recruitment into our analyses.
    Response: While it is true that Rode et al. (2018) have found 
support for a higher rate of denning success in land-based dens, the 
available science does not provide a basis for discounting the value of 
cubs born in sea ice dens. Rode et al. (2018) indicated the likely 
reason for increased litter survival of land-based dens was later 
average emergence dates. We incorporated this effect into our model as 
empirical data from land-based dens were used to create denning 
parameters in our analysis.
    Comment: One commenter suggested that we should provide a table 
presenting the median and interval estimates for the: (1) number of 
bears predicted to be in the AOGA petition area, (2) number of bears 
predicted to be exposed to Industry operations, (3) predicted responses 
of exposed bears by denning period, and (4) amount of incidental take 
by denning period and level (Level B, Level A, mortality).
    Response: We appreciate this suggestion. The model outputs are 
highly technical, and it is important to provide this detailed 
scientific information in a manner that is generally understandable. We 
have provided the technical aspects of our analysis in supplemental 
information for the general public to access as they choose, and this 
table has been revised in response to comments. We also present our 
results throughout the negligible impact section in paragraph form so 
that we may provide context throughout.
    Comment: One commenter stated that because the development and 
implementation of recapture methods for abundance modeling is still in 
progress, any additional take authorization is ``unwarranted and 
alarming.''
    Response: The Service based its take estimates on the best 
available scientific information and determined, among other things, 
that the total of such taking will have a negligible impact on the SBS 
stock. While we are continually evaluating (and in many instances, 
creating) new scientific information, we cannot lawfully refrain from 
implementing MMPA provisions, including those concerning the 
authorization of incidental take, while awaiting additional data.
    Comment: One commenter states that a 0.45 probability of lethal 
take is not ``unlikely'' because a reasonable person would not dismiss 
a 0.45 probability of death as being ``unlikely'' when deciding whether 
to undertake an activity. The commenter further states that the Service 
should provide a detailed explanation for its finding that there is a 
45 percent chance of lethal take in 2 years, when its prior analysis 
demonstrated a 45 percent probability of lethal take in each individual 
year.
    Response: The Service disagrees with the commenter's metric for 
estimating take. Also, the analysis conducted for the initial 2021-ITRs 
did not estimate a 0.45 probability of lethal take for each individual 
year; the commenter appears to misconstrue the scope of certain outputs 
reported during that process. We also reiterate that the present 
analysis utilizes new scientific information and improved protocols. 
Further, due to our re-evaluation of the cases included in our denning 
analysis, we have repeated our denning analysis with updated 
disturbance probabilities. We now estimate aggregated probability of 
lethal take over the final two years of the ITR is 0.34.
    Comment: One commenter indicated that the Service used an incorrect 
population estimate because there are only 573 polar bears in the SBS 
stock.
    Response: The population estimate cited by the commenter is 
specific to the Alaska portion of the SBS stock and thus fails to 
encompass the entirety of the stock.
    Comment: A commenter criticized the population estimate utilized by 
the Service, asserting that the Service's estimate of 907 bears relies 
on a report published in 2020, but the data used in that report was 
actually collected from 2001 to 2016.
    Response: We agree that having a more recent population estimate 
would be ideal; unfortunately these data are difficult to obtain and 
are typically updated on a 10-year interval. The Service is currently 
working with the USGS and partners to develop an updated population 
estimate for the SBS, but it will not be ready for another 1-2 years. 
Currently, we use the best available science to inform the size of the 
population, and Bromaghin et al. (2021) showed evidence that the 
population decline that was noted in the mid-2000s appears to have 
stabilized.
    Comment: One commenter criticized a Service statement about 
conducting further research and incorporating additional climate change 
information, on the basis that information concerning sea ice loss, cub 
survival, and population decline exists now.
    Response: The Service agrees that much information concerning these 
issues exists now, and the Service based its analysis on the best 
available scientific information. The intent of the referenced 
statement was to make clear that the Service will continue its research 
efforts and incorporate new pertinent information in the future as it 
continues its efforts to conserve polar bears and other species.
    Comment: Several commenters objected to the Service authorizing 
incidental take of polar bears and any new activities in light of 
studies that provide long-term sea ice modeling and identify potential 
effects of sea ice loss on polar bears. One commenter referenced the 
possibility of an ice-free day in the Arctic Ocean as early as 2027 
(citing Heuz[eacute], C[eacute]line., Jahn, Alexandra. The first ice-
free day in the Arctic Ocean could occur before 2030. Nature 
Communications, 2024; 15 (1) (December 3, 2024), DOI: 10.1038/s41467-
024-54508-3).
    Response: The Service does not authorize oil and gas activities in 
the Southern Beaufort Sea area. This rule only provides a means of 
authorizing the incidental take of polar bears and Pacific walruses 
anticipated to result from these activities. We acknowledge the effects 
of climate change and sea ice loss are the largest threat to SBS polar 
bears. In the 2021-ITRs, we present a comprehensive discussion of the 
potential impacts of climate change on the SBS stock. The impact 
analysis provided here appropriately considers the various factors 
(such as marginal reductions in seasonal sea ice and other climate-
change-related effects) that could influence the nature or degree of 
impacts caused by the applicant's specified activities. However, 
changes in environmental conditions that are predicted to occur long 
after the effective period of this rule have little to no capacity to 
influence the impacts of the applicant's specified activities. We 
further note that the literature cited by the commenter states, they 
were ``not suggesting that ice-free conditions will be reached this 
quickly'' and instead strive to ``raise awareness for the potential of 
a rapid loss of sea ice in the near-future.''
    Comment: Two commenters stated that the Service did not incorporate 
certain recent information on polar bears and their habitat within the 
range of SBS polar bears. They recommended two publications: Patil et 
al. 2022, and Florko et al. 2020.
    Response: We appreciate the recommendation. The data from Patil et 
al. (2022) was indeed used to simulate dens in our denning analysis. 
The

[[Page 27415]]

Florko et al. (2020) publication is not applicable to our analyses, as 
there is not sufficient spatial overlap for its data to inform our 
utilization distribution.
    Comment: Some commenters suggested that the Service must conduct 
further analysis on the cumulative effects within proximity to the 
Southern Beaufort Sea area before pursuing any new authorizations that 
risk negatively impacting SBS polar bears and other marine mammals.
    Response: The Service adequately considered cumulative effects 
while developing this rule. The potential impacts of the applicant's 
specified activities were considered in light of other ongoing factors 
and activities affecting the stocks of marine mammals at issue. 
Cumulative effects are also considered in the environmental assessment 
examining the effects of the Service's proposed action under the 
National Environmental Policy Act.
    Comment: One comment was specifically directed at the cumulative 
impacts analysis found in the draft supplemental EA. The comment 
focuses on the description of past and reasonably foreseeable future 
actions, including the take that has occurred under the first 3 years 
of the 2021-ITRs, a proposed incidental harassment authorization for 
the Bureau of Land Management, and two proposed anticipated take 
authorizations also located in the North Slope area. The commenter 
asserts that ``the Service must calculate the overall probability of 
lethal take posed by issuing the Revised ITR in combination with all 
existing and proposed take authorizations, and analyze the cumulative 
impacts of all those activities on the population, along with the other 
numerous stressors it is already facing, including malnourishment, 
reduced reproductive success, and reduced cub survival.''
    Response: The final supplemental environmental assessment prepared 
to support this rulemaking contains expanded discussion of cumulative 
impacts wherein the Service further analyzes and contextualizes the 
incremental effects of the revised rule when added to the effects of 
other past, present, and reasonably foreseeable actions (regardless of 
what agency or person undertakes such other actions). The Service 
disagrees that it is obligated under NEPA to estimate and report the 
probability of lethal take specific to particular subsets of these 
actions and finds that doing so here would not enhance the quality of 
the NEPA analysis.
    Incidental take authorizations do not cause or authorize the 
specified activities themselves; rather, they provide a mechanism for 
the Service to impose mitigation, monitoring, and reporting 
requirements in exchange for removing the MMPA's take prohibition on 
the condition that these requirements are followed. The Service issues 
incidental take authorizations only upon request and upon finding that 
MMPA standards are met. Generally speaking, there is no requirement to 
request and obtain an incidental take authorization prior to conducting 
activities that may take marine mammals. The Service does not receive 
incidental take requests for all activities that may incidentally take 
SBS polar bears and lacks the data necessary to provide complete 
quantitative analysis of the risks to SBS polar bears posed by all 
relevant activities. Also, any estimates associated with pending 
incidental take requests are subject to change as the Service analyzes 
the activities specified therein and reevaluates that analysis after 
soliciting and considering public comments.
    In the current context, using non-biological parameters to 
effectively segment the Service's NEPA analysis is more likely to 
precipitate misunderstanding of the role of incidental take 
authorizations in protecting SBS polar bears than it is to inform the 
Service's cumulative impacts analysis, and using preliminary estimates 
associated with pending requests could undermine the accuracy of any 
estimate of cumulative risks. The Service also reiterates that this 
revised rule does not authorize any lethal take.
    Comment: One commenter characterized the Service's reliance on data 
provided by the applicant as problematic and faulted the proposed rule 
for inadequate discussion of enforcement methods.
    Response: Per the Service's implementing regulations, applicants' 
requests for ITRs must include, among other things, estimates of the 
species and numbers of marine mammals likely to be taken. The Service 
considered this information, along with other sources of best available 
scientific information, when it performed its own analysis.
    Comment: One commenter stated that, due to climate change, the SBS 
stock could see a great decrease in the next decade. They further state 
all available science indicates that any additional take of SBS bears 
obstructs recovery by widening the gap between the actual population 
and the population needed to attain the optimum sustainable population.
    Response: Currently, we use the best available science to inform 
the size of the population and the fact that Bromaghin et al. (2021) 
showed evidence that the population decline that was noted in the mid-
2000s has appeared to stabilize. We also disagree that all available 
science indicates that any additional take of SBS bears obstructs 
recovery. Regehr et al. (2017) showed that a polar bear population 
declining due to sea ice loss can still have a level of harvest that 
would not hinder the persistence of the population. While the reference 
to ``harvest'' is not about hunting, the study does indicate that small 
levels of removal can occur and would be compensated for by a decrease 
in other density-dependent sources of mortality without leading to 
declines in long-term persistence (i.e., compensatory mortality).
    Comment: Several commenters expressed concern that the rate of den 
detection using FLIR indicates that it is not an effective means of 
locating dens in order to limit disturbance. A comment states that 
implementation of mitigation and monitoring efforts will not prevent 
take since den locations will likely change in response to changing 
habitat conditions. Another comment claims that the modeling used in 
the ITR rulemaking underestimates the number of undetected dens.
    Response: We agree that finding dens with FLIR alone is 
insufficient for preventing all incidental takes; hence, our 
anticipation and analysis of a limited amount of take of undetected 
denning bears. However, FLIR is an important tool for identifying dens 
before they can be disturbed during more sensitive periods of cub 
development. We disagree that our approach to account for FLIR efficacy 
is unrealistic and arbitrary. Multiple peer-reviewed studies have 
addressed FLIR efficacy and have all come up with different results. We 
accounted for this variability when calculating the FLIR efficacy rates 
used in our modeling. Each of these studies has strengths and 
weaknesses, and because we cannot determine which particular study most 
closely reflects reality, we rely on the set of these studies to inform 
FLIR efficacy. Additionally, multiple factors can affect den detection, 
so it is both realistic and rational to allow for variation in FLIR 
efficacy rates between simulated FLIR surveys drawn from three studies 
published in peer-reviewed journals.
    Comment: One commenter stated that the Service should have relied 
only on the FLIR den detection estimate generated in Woodruff et al. 
2022.
    Response: Multiple authors on the Woodruff et al. (2022) paper are 
part of the team that developed the analytical techniques for 
estimating impacts of

[[Page 27416]]

development on denning bears. While the commenter correctly cites the 
results from the Woodruff study, two other published peer-reviewed 
studies show different results. There were numerous drawbacks from 
using artificial dens to estimate FLIR efficacy versus real dens used 
in the Smith et al. and Amstrup et al. studies. The Smith and Amstrup 
studies also have drawbacks, and it is not clear which study most 
closely reflects reality. But given the multiple peer-reviewed studies 
addressing FLIR efficacy and uncertainty in which study most closely 
reflects reality, it is best to incorporate that uncertainty into our 
FLIR efficacy rates than to arbitrarily decide that one study's 
estimate is superior to another.
    Comment: One commenter criticized the Service's finding as to 
whether the rule revision would impact Tribes and urged the Service to 
consider government-to-government consultation with the Alaska Native 
Tribes before finalizing the rule.
    Response: The Service has determined that revising the 2021-ITRs 
would not cause any potential effects that trigger the obligation to 
engage in government-to-government consultation or government-to-ANCSA 
(Alaska Native Claims Settlement Act) corporation consultation. The 
effects of the Service's action are limited: This rule only authorizes 
up to two Level A harassments of polar bears in addition to the Level B 
harassment of polar bears and Pacific walruses already authorized. Any 
resulting effects to individual polar bears would be inherently limited 
and short term, and, as is explained in more detail elsewhere, would 
not cause more than a negligible impact to the SBS stock of polar bears 
and would not cause any unmitigable adverse impacts on the availability 
of SBS polar bears for subsistence uses. As such, the Service has 
determined that issuing this final rule will not have any substantial 
direct effects on any federally recognized Tribes or ANCSA 
corporations. During the process of proposing and promulgating the 
2021-ITRs, the Service did not receive any replies indicating interest 
in government-to-government consultation or government-to-ANCSA 
corporation consultation. The Service remains open to consulting with 
these parties at any time, including prior to the issuance of LOAs, and 
further notes the regulatory requirement that LOA applicants conduct 
their own outreach with potentially affected subsistence communities.
    Comment: Two commenters stated that the Service did not adequately 
engage with local stakeholders or incorporate Indigenous Knowledge (IK) 
into our revisions to the 2021-ITRs.
    Response: The Service was directed by the Ninth Circuit Court of 
Appeals to conduct additional analysis and ``furnish promptly'' the 
results. At no point did the Service attempt to downplay the importance 
and value of Indigenous Knowledge. However, with the tight timeline, it 
would have been impossible to meet the court's direction while also 
undertaking the considerable effort of integrating IK in the manner the 
commenter suggests. We invite indigenous peoples and their 
representatives to provide this information at any time, as we are 
constantly working to improve our analyses and will incorporate data 
that has been provided to us.
    Comment: Some commenters stated that 30 days was an insufficient 
period of time to review and comment on the proposed rule, and one 
comment stated this timeline was too short due to the Service's 
analysis of case studies.
    Response: We believe that we provided the public sufficient time to 
understand our approach, while still complying with the court's remand 
instructions. The Service's approach to modeling impacts to denning 
polar bears is very similar to the approach that we used for the 
initial 2021-ITRs rulemaking, and the limited amount of modifications 
considered in the proposed rule (such as the inclusion and 
classification of four additional, recent case studies) were 
specifically identified in the proposed rule. We also note that the 
methodology used to analyze the case studies was detailed in Woodruff 
et al. 2022, which has been available to the general public for 2 
years.
    Comment: One commenter suggested that the method of information 
dissemination used by the Service was insufficient and that we were 
``burying'' or ``hiding'' results. Specifically, the commenter had 
issue with the Service providing the potential for lethal take over a 
5-year period in the supplemental denning analysis documents made 
available on <a href="http://Regulations.gov">Regulations.gov</a>.
    Response: The information associated with the proposed rule was 
provided to the general public using the same method as used for the 
original 2021-ITRs rulemaking, which was a proven way of disseminating 
information to the public. At no time did the Service attempt to 
``bury'' or ``hide'' the outputs that were readily accessed by the 
commenter. We additionally changed the format of our output table to 
include more easily understood descriptors of model results, so that 
the public did not need to be intimately familiar with our model code 
to interpret the Service's findings.
    Comment: One commenter has claimed that the Service is attempting 
to obscure the impacts of disturbance during the later denning phase by 
the mean decrease in survival rate for litters that experience Level A 
harassment. The commenter also states that the Service should examine 
potential impacts on longer term cub survival and says the Service's 
reference to litter survival estimates at 100 days in Andersen et al. 
(2024) is inaccurate.
    Response: The Service is not obscuring impacts and has clearly 
presented our findings both in the preamble of the proposed rule 
published in November 2024 and in our complete analytical outputs, 
which were available to the public on <a href="http://Regulations.gov">Regulations.gov</a>. The studies on 
which we relied to inform our analysis indicate only a short-term 
impact of early emergence/early departure on cub litter survival and we 
are not aware of any studies that indicate the types of disturbance we 
analyze as having long-term consequences for cub survival. We 
appreciate the comment regarding the reference to observations of 
litter survival at 100 days post emergence. We have revisited Rode et 
al. (2018), the publication originally cited by Andersen et al. (2024), 
and the authors reference observing collared females with or without 
dependent young within 100 days post-emergence. We have revised this 
language in the preamble of this document to refer to this metric as 
``litter survival in the spring after den departure.''
    Comment: Several commenters assert that authorizing any Level A 
harassment or injury of polar bears is contrary to the precautionary 
principle underpinning the Endangered Species Act and Marine Mammal 
Protection Act.
    Response: The Service must process requests for incidental take 
regulations in a manner consistent with the requirements of section 
101(a)(5)(A) of the MMPA, which establishes specific criteria for when 
incidental take must be authorized.
    Comment: Several commenters have stated that any levels of increase 
of disturbance to dens and family units or decrease in cub survival, 
especially when considered in combination with other factors such as 
habitat loss or climate change, will result in non-negligible impact at 
a population level. Some of these commenters also stated that it is not 
appropriate for the Service to authorize take by Level A harassment for 
these reasons.
    Response: The Service presented a multifaceted negligible impact

[[Page 27417]]

determination with both qualitative and quantitative arguments as to 
why we do not anticipate the proposed authorized take to have more than 
a negligible impact on rates of recruitment or survival. We disagree 
that the data clearly indicate that SBS bears are a declining 
population. The last two population assessments have shown that the 
decline that occurred in early 2000s has since abated and the 
population is currently stable. Even so, we have presented survival 
probability distributions for both the baseline of the stock (we 
explain in our methods how our simulation parameters incorporate best 
available science and are developed using current data for the SBS 
stock) and the stock when harassment is simulated. As we note, a mean 
15 percent decrease in the survival rate for 0.35 percent of dens in a 
given year does not shift the distribution of survival probability for 
the stock.
    Comment: Several commenters have stated that any reduction in 
survival probability constitutes a non-negligible impact to the 
already-declining SBS polar bear population.
    Response: We disagree that the data clearly indicate that SBS bears 
are a declining population. The last two population assessments have 
shown the decline that occurred in early 2000s has since likely abated 
and the population is currently likely stable. As we stated in the 
negligible impact findings of the proposed rule, where we present a 
multifaceted discussion of the potential effects of the proposed 
taking, the number of dens that we anticipate may experience Level A 
harassment represents 0.7 percent of the land-based dens and 0.35 
percent of the total dens each year for the SBS stock. When examining 
the population-wide consequences of a decrease in survival for such a 
limited number of dens, we find the change in survival distributions is 
negligible. Thus, the population-level consequences asserted by the 
commenters are not anticipated.
    Comment: Several commenters have stated that any levels of increase 
of disturbance to dens and family units or decrease in cub survival, 
especially when considered in combination with other factors such as 
habitat loss or climate change, will result in non-negligible impact at 
a population level. Some of these commenters also stated that it is not 
appropriate for the Service to authorize take by Level A harassment for 
these reasons.
    Response: We have assessed the impacts of anticipated disturbance 
to denning bears and determined it to be consistent with the MMPA's 
negligible impact standard. No evidence exists to support the 
contention that the proposed authorization would impact mating areas, 
as mating occurs out on the sea ice in spring and not in the area 
covered by the proposed activities. Further, existing mitigation 
measures (e.g., activity restrictions when bears are sighted near 
operations) provide maximum practicable protection to keep family 
groups from being separated and prevent bodily harm. Additionally, 
polar bears primarily prey on seals, and disturbance to bears on land 
or while denning will have no impact on their prey or their prey's 
habitat.
    Comment: One commenter stated that Amstrup (1993), a publication 
cited by the Service, found ``data indicate that many denned bears 
exposed to human activities are likely not to be affected in ways that 
alter their productivity,'' supporting the concept that polar bears 
appear to be resilient to human activity.
    Response: We agree with the commenter that many of the dens 
reviewed in Amstrup (1993) show no disturbance, but the commenter also 
fails to mention numerous records in Amstrup (1993) that show potential 
negative outcomes to cubs from oil and gas activity. We also agree with 
the commenter that many bears appear to be resilient to disturbance, 
but we note that a number of the observations occur during the den 
establishment period, in which we have also found limited evidence for 
polar bears to be disturbed. This is also a period when females have 
yet to give birth to cubs, so the consequences of disturbance are more 
limited than those that occur once cubs are born. The den disturbance 
probabilities we use for our model are based on the case studies 
reviewed in Woodruff et al. (2022). For all denning periods, except 
post emergence, the probability of a den that is exposed to industrial 
stimuli actually being disturbed is lower than the probability of no 
disturbance. So, in our approach we already capture the tolerance of 
many bears to disturbance. Lastly, the case studies presented in 
Amstrup (1993) were also included in our larger set of case studies 
used to estimate disturbance probability to dens at different periods 
of denning and were therefore incorporated into our analysis.
    Comment: Commenters have expressed concern that the Service 
overestimates impacts to denning bears because they rely in part on 
non-relevant case studies (i.e., studies concerning research activities 
as opposed to oil and gas activities), and these overestimates will 
unnecessarily lead to restriction of oil and gas activity in the 
future.
    Response: These comments are largely incorrect. While we did 
include studies such as those in Woodruff et al. (2022), we removed 
them (and state as such) from the set that is used to inform 
disturbance probabilities applied to Industry because we agree that den 
intrusions, collaring, and other invasive research-related activities 
do not typically have corollaries with industrial activities on the 
North Slope of Alaska.
    However, in response to comments, the Service made four key updates 
to our assessment of case studies and subsequently incorporated the 
results into the den disturbance model. First, we established a new 
decision rule governing the exclusion of case studies from our 
disturbance probability calculations. This rule excludes any case study 
where researchers captured polar bears during the den establishment 
period. The nature of disturbances associated with Industry activities 
is not analogous to disturbances cause by capture, and polar bears that 
recently experienced capture may become dramatically more sensitive to 
ensuing disturbances. This update therefore avoids undue consideration 
of case studies that are not representative of effects from industry 
activities. Second, we no longer assign an ``early emergence'' to any 
dens where emergence occurred later than the median emergence 
threshold. Previously we had allowed for inclusion of such cases where 
additional information indicated that the emergence resulted from a 
disturbance. We now classify emergences as either early or normal 
solely in relation to the median emergence threshold. This update 
provides for more objective application of median emergence threshold, 
which is intended to serve a biological metric reflective of natural 
(i.e., undisturbed) behaviors. Third, we updated our calculated median 
emergence date based on the observed emergence dates of all Southern 
Beaufort Sea land-based dens, regardless of whether the sow associated 
with each den was observed with cubs later that spring. In doing so we 
used data found in Rode et al. (2018; although published in USGS 2018) 
and Anderson et al. (2024). This resulted in our median emergency date 
changing from 15 March to 12 March. This update serves to increase 
accuracy by accounting for unobserved cubs and the reality that some 
denning sows may not successfully give birth or may lose their litters 
to natural mortality. Finally, we are now using the data in Anderson et 
al. (2024) to inform the den disturbance

[[Page 27418]]

model's assumption concerning median time spent at the den site, post-
emergence. The previous median value of 8 days was generated using dens 
in Smith et al. 2007, 2013; Robinson 2014, however these studies 
included dens that were also used in the case study analysis and 
considered to be exposed to disturbance. The revised median value is 
now 6.25 days. We have also updated the den disturbance model to use 
the time at den values from Anderson et al. (2024) to simulate the 
expected time spent at dens post-emergence for simulated dens. This 
update increases accuracy because some polar bears that emerge are 
thought to spend more time at the den site post-emergence as compared 
to polar bears that emerged consistent with normal timelines.
    Comment: Commenters have stated that they find the Service's 
estimates of take by Level A harassment to be an ``abrupt jump'' from 
historic records and suggest that the Service has not used recent data 
in the oilfield to inform our analytical parameters. They express 
concern that the estimates of impacts to denning bears are an 
overestimate that will lead to restriction of oil and gas activity in 
the future.
    Response: As we have stated, our analysis to estimate Level A takes 
based on proposed industrial activities is based on the best available 
science, which includes Industry-submitted observation reports as well 
as published, peer-reviewed studies when available. As the commenter 
notes, historic estimated levels of Level A harassment are lower than 
what we currently estimate. There are a number of reasons for this 
change. For instance, an increased proportion of polar bears are 
denning on land compared to historic estimates. This change in denning 
behavior has been caused by changing sea ice conditions whereby sea ice 
dens are less reliable and more prone to failure now that sea ice 
movements are more dynamic. This change in polar bear distribution 
alone plays a significant role in the increased numbers of Level A 
harassments estimated compared to historic patterns. Further, the 
historic estimates the commenter cites are based on an assumption that 
aerial infrared surveys were capable of detecting 100 percent of dens 
surveyed. Based on a reanalysis of the original dataset that led to 
this assumption, and multiple other studies that have been conducted 
since, we now know that infrared den detection rates are much lower 
than originally thought.
    Additional studies have been published that show a connection 
between den emergence date and den departure date on the survival of 
polar bear litters. These analyses had not been conducted when the 
historic observations noted by the commenter were made. Because the 
impact of early emergence and/or early departure from the den site 
cannot be directly observed, it wouldn't have been captured by Industry 
and therefore would have led to the appearance of lower levels of Level 
A harassment than may have actually occurred. Thus, it is not 
reasonable to assume that Industry's take observations account for all 
the take that occurred. Relying solely on Industry's observations and 
failing to account for peer-reviewed science would lead to an 
underestimate of take because impacts that occur after bears depart the 
den site (i.e., reduced cub survival related to early emergence/
departure due to disturbance) typically cannot be observed. We also 
have no way to understand how many takes go unobserved by Industry due 
to weather, terrain, or other sources of observer bias, but this 
situation clearly happens. When we look at annual estimates of the 
number of dens within a mile of oil and gas activity in northern Alaska 
that go undetected during aerial infrared surveys, we find this 
estimate to be consistent with the number of such dens that Industry 
observes each year (i.e., 1-2 dens). Thus, our model is actually lining 
up quite well with Industry's observations.
    We also note that while we agree that some bears likely exhibit 
tolerance to harassment from industrial activities, this tolerance is 
already captured in our analytical approach whereby dens exposed to 
industrial activity are assigned a probability of being disturbed by 
the activity (i.e., we do not assume that the bears in all exposed dens 
are disturbed). These probabilities are based on a thorough review of 
denning case studies, which has been published in a peer-reviewed 
journal (Woodruff et al. 2022).
    Comment: One commenter stated the estimation of two Level A 
harassments over the next 2 years is inconsistent with decades-long 
history of polar bear reports from Industry. The commenter further 
cited the encounter reports from 2014 to 2018, stating that the 
majority of encounters resulted in no change to biologically important 
behavior.
    Response: Unfortunately, relying only on what is observed during 
``on the ground'' monitoring by Industry does not account for potential 
impacts to dens that were not detected. A den could easily be located 
adjacent to industrial activities and never be observed due to terrain 
obstructions or poor visibility during winter. Further, as documented 
with published peer-reviewed science, there is the potential for injury 
to cubs from early emergence/early departure that would never be 
witnessed by on the ground monitoring. Our modeling framework estimates 
between 1-2 dens occurring within 1 mile of Industry that go undetected 
by FLIR technology. This estimate has been shown to reflect reality 
quite well during the years of the 2021-ITRs.
    Comment: Several commenters claimed that any actions with the 
potential to kill marine mammals cannot be considered Level A 
harassment and instead must be considered lethal take. A commenter 
offered a legal argument for this position, which focuses on the use of 
the word ``potential'' in certain MMPA provisions defining forms of 
take. The commenter also asserted that the Service failed to adequately 
consider the combined likelihood of either lethal take or Level A 
harassment over the next 2 years, which the commenter characterized as 
83 percent.
    Response: We disagree. The Service's application of the term Level 
A harassment is appropriate. The MMPA defines ``take'' to include, 
among other things, ``harass'' and ``kill.'' The MMPA further defines 
two types of harassment (Level A and Level B) and specifically 
incorporated the concept of ``potential'' into those definitions. The 
MMPA does not define ``kill.'' The Service therefore applies the 
ordinary meaning of the word ``kill,'' which is to deprive of life or 
cause the death of, not to potentially deprive of life or cause the 
death of.
    The limited numbers of Level A harassment contemplated by this rule 
are estimated to entail an average 14 percent marginal reduction in 
litter survival probability, which represents a possibility of death, 
but not a certainty or even likelihood of death. This is not an 
adequate basis for assuming lethal (i.e., ``kill'') take. We also note 
that such an assumption would be unworkable in the enforcement context 
in terms of meeting the applicable burden of proof.
    The Service also disagrees with the notion that it must report and 
evaluate a combined likelihood of either lethal take or Level A 
harassment occurring over the next 2 years. That said, the Service's 
negligible impact determination for the 2-year period in which this 
revised rule will apply does reflect consideration of not only the two 
anticipated Level A harassments, but also the potential for lethal 
take.
    Comment: Several commenters voiced concern about the Service's 
definition of Level A harassment in the proposed rule and the method 
for estimating Level A harassment. Specifically, the

[[Page 27419]]

commenters stated that the Service should rely on previous methods for 
calculating serious Level A take wherein we differentiate those takes 
that may lead to a survival rate less than 50 percent. One commenter 
noted that the Service's model outputs, provided in supplementary 
material, indicated that at least one of the takes by Level A 
harassment estimated for the 2021-2026 period should have been 
considered a lethal take because of this designation.
    Response: The commenter has accurately described the previous 
analytical outputs from the 2021-ITRs and past take authorizations. 
However, as we explained in the proposed rule, we no longer rely upon a 
distinction of ``above 50 percent'' or ``below 50 percent'' survival 
probabilities or the associated categories of ``serious'' and ``non-
serious'' Level A harassment. There are several reasons for this 
change.
    First, the revised rule responds to a court remand that instructed 
the Service to, among other things, make findings based on aggregated 
Level A harassment, not separate categories of Level A harassment.
    Second, after the remand prompted further review of past practices, 
we recognized that the outputs generated under the prior approach 
risked incorrectly attributing estimated cub mortality to the specified 
activities under review. This possibility stemmed from the fact that 
the post-disturbance survival probabilities underpinning the prior 
``serious'' and ``non-serious'' Level A harassment outputs reflected 
combined risks from modeled industrial disturbances and natural causes 
of mortality.
    Third, new additional scientific information is available that 
allows the Service to employ a better approach. Information in Andersen 
et al. (2024) now allows the Service to estimate survival rates of 
individual simulated dens. We provide estimates of the mean decrease in 
survival in our negligible impact determinations. By comparing post-
disturbance survival probabilities against a baseline that accounts for 
natural mortality, we discern the marginal decreases in survival 
attributable to the specified activities. Our improved approach better 
aligns with MMPA standards concerning the scope of negligible impact 
analyses.
    Comment: One commenter suggested that the Service's negligible 
impact determination for the 5-year period should consider the number 
of cubs whose survival rates will drop below 50 percent due to Industry 
disturbances. The comment appears to estimate that number as seven.
    Response: For reasons explained in the response above, the Service 
no longer uses the serious/non-serious Level A harassment dichotomy or 
its 50 percent survival probability threshold to estimate forms of 
take, and the Service bases its negligible impact analyses on more 
suitable analytical techniques.
    Comment: One commenter stated that combining the potential for 
lethal takes and the potential for takes by Level A harassment would 
not be ``double counting.''
    Response: The commenter is correct that, in our analytical 
framework, simulated dens that experience disturbance and subsequent 
den abandonment are not later allowed to be disturbed again. In our 
description of the estimated take, as well as our negligible impact 
determinations, the Service does not assert that combining lethal and 
Level A takes would be ``double counting.'' We speak about these 
potential impacts differently because they are different behavioral 
responses with different consequences for the litter.
    Comment: One commenter argues that the Service's negligible impact 
determination must account for the model's estimates of three 
reasonably likely cub deaths and four additional substantial 
contributions to cub deaths.
    Response: The commenter, using undefined terms, mischaracterizes 
the model results, which estimate for the 2021-2026 period a median of 
two lethal takes and a median of five Level A harassments. The 
implication that all Level A harassments will substantially contribute 
to cub deaths isis unfounded. The Service's negligible impact 
determination fully considers (for both the 2-year period to which the 
revised rule applies, as well as the 5-year period covered by the prior 
and current versions of the rule) the impacts estimated by the model.
    Comment: Some commenters have asserted that the statistical model 
used in our denning analysis is not applicable for the AOGA 2021-ITRs. 
Comments characterize that model as developed to analyze a 1-year 
project in the 1002 area (i.e., the land designated in section 1002 of 
the Alaska National Interest Lands Conservation Act--part of the Arctic 
National Wildlife Refuge in northeastern Alaska) as opposed to a suite 
of activities over 5 years in a different portion of the North Slope.
    Response: Modeling is a statistical tool that can be used to 
generate estimates of future conditions or potential impacts based upon 
a series of inputs. By design, statistical models are dynamic and can 
be modified to answer new questions at different temporal or spatial 
scales as needed. The Service has thoroughly described each iteration 
of their denning analysis over a period of several proposed and final 
MMPA authorizations. Each time, we have detailed the changes to the 
model as well as the changes in our inputs. The code has been provided 
for the general public to see and comment on our changes. Further, the 
model as initially developed for the survey in the 1002 area built a 
conceptual framework for polar bear denning ecology based on decades of 
research. Thus, the underlying conceptual framework can be applied 
across the North Slope by modifying the spatial and temporal components 
of human activity to be analyzed. Here, our modeling outputs are 
derived from consideration of (among other things) polar bear 
distribution data specific to the specific geographical region under 
review, project-specific footprints and occupancy rates provided by the 
applicant, and applicable mitigation measures.
    Comment: One commenter questioned the need and rationale for 
adopting a model-based approach to analyzing effects to denning polar 
bears and stated that there was no reason to depart from the approach 
used by the Service for estimating take for previous ITRs, which they 
distinguished as a ``data-driven'' approach.
    Response: It is incorrect that the Service abandoned a data-driven 
approach when it incorporated modeling into its analyses. The Service 
has always based its analyses on best available science, which has 
improved over time, and which sometimes warrants altering prior 
assumptions, e.g., the outdated assumption that FLIR is 100 percent 
effective at finding polar bear dens. When research indicated that dens 
cannot be detected 100 percent of the time, and new scientific 
literature furthered our understanding of the relationship between den 
emergence date and short-term litter survival, we recognized the need 
to take a deeper look at polar bear denning ecology and human 
disturbance. Our denning model now enables us to account for impacts 
that would be incapable of complete detection on the ground. Throughout 
our analysis, we use empirical data to derive model parameters, or use 
the results from published, peer-reviewed science to inform our 
assessment. Additionally, conditions have changed significantly for the 
Southern Beaufort Sea subpopulation with more bears denning on land 
than previously has occurred. These factors further supported our need 
to take a more data-driven approach to understanding the

[[Page 27420]]

different factors that can affect denning polar bears when evaluating 
ongoing and future activities.
    Comment: One commenter stated that a theoretical model cannot fully 
capture the variability of nature and therefore cannot accurately 
predict what will occur.
    Response: No model can predict the future with absolute certainty, 
and it is true that in this way every model that exists is 
``inaccurate.'' However, as we have explained in multiple rulemakings, 
the Service has designed our denning analysis using parameters derived 
from best available scientific data. We incorporate the variability of 
denning parameters into our analysis, which simulates dens across the 
impacted area using information from best available science. These 
parameters are designed to account for the natural processes of polar 
bear denning phenology, such as variation in litter size, den entry 
date, birth date, etc. Validation of model performance in this 
environment is difficult, because, as our estimates suggest, we do not 
anticipate human disturbance to occur frequently, and unobserved 
harassment may occur. However, when we look at annual estimates of the 
number of dens within a mile of oil and gas activity in northern Alaska 
that go undetected during aerial infrared surveys, we find this 
estimate to be consistent with what Industry observes each year (i.e., 
1-2 dens), indicating our model is actually lining up quite well with 
Industry's observations.
    Comment: One commenter presented an opinion that in Woodruff et al. 
(2022), a publication cited by the Service, no biological mechanisms 
are used for the classification of human disturbance. They state that 
imperfect information and small sample sizes were used to partition 
denning behavior into simplified stages based on calendar dates. The 
commenter believes that an outcome of this strategy is a simplistic, 
biologically unrealistic, and highly conservative bias to classifying 
the effects of disturbance that leads to overrepresentation of human 
causation.
    Response: We disagree that ``no biological mechanisms are utilized 
for the classification of human disturbance.'' The process laid out in 
Woodruff et al. (2022) clearly articulates why disturbance during 
different denning periods is problematic to polar bears. For example, 
the identification of the early denning period is tightly linked to 
biological mechanisms (i.e., cub age) and the fact that cubs at this 
age are not viable outside of the den due to thermoregulatory issues 
and an inability to keep up with their mother. If a female leaves the 
den with or without her cubs before they are 60 days old, the 
expectation is of a lethal outcome.
    The commenter also claims that the methods used by Woodruff et al. 
(2022) lead to an ``almost certainty that cub mortality would be highly 
likely using these methods.'' If the commenter is referring to the 
assumption that den abandonment itself would result in certain lethal 
take, that is correct: We do anticipate cub death will occur if a sow 
abandons her less than 60-day old cubs in a den. However, as we have 
described in table 1 of the proposed rule (89 FR 88216 at 88219, 
November 7, 2024), lethal take of cubs would only be anticipated in one 
denning period, the early denning period, as a result of den 
abandonment. The probability of den abandonment in our updated denning 
analysis is 0.08 or 8 percent for exposed dens (i.e., less likely than 
not). This probability of den abandonment was created using the case 
studies, and the commenter is correct that, absent any information to 
the contrary, and with evidence of human-caused disturbance, the 
Service has assumed the cause for the bear's behavior was human 
disturbance. We have used this method because we are tasked by the MMPA 
to estimate take resulting from the specified activities, and thus it 
is imperative that we capture those disturbances that potentially 
caused a behavioral response.
    Comment: Commenters suggested that the case studies used in the 
Service's analyses resulted in an overestimation of effects of oil and 
gas activities to denning polar bears. The commenters cited differences 
in distances from and nature of sources of anthropogenic disturbances, 
seasonality, den phenology, and location as factors in the Service's 
interpretation of the data in a manner that the commenter deemed overly 
conservative.
    Response: We agree with the commenter that there is a relationship 
between the distance between a den and the source of disturbance. This 
factor was apparent in the recent study of aircraft overflights that 
the Service published on the relationship between altitude and polar 
bear take. Unfortunately, these data are challenging to collect in a 
designed study because they would require purposefully disturbing dens, 
which could lead to significant demographic impacts to the population. 
Instead, we must rely on existing case study data to help inform this 
critical model parameter. The arguments made by the commenter highlight 
this difficulty. While it is true that the distances between simulated 
dens and Industry are higher than in the case study dataset, this is 
likely because of a detection bias in the case studies toward dens 
found closer to infrastructure. But just because fewer dens were 
detected farther from human activity in the case studies does not mean 
that dens farther out were not potentially disturbed, it is more likely 
that they were just not detected.
    Comment: One commenter suggested that the data used to formulate 
the den disturbance model did not accurately represent disturbance to 
polar bears from oil and gas related activities and that the model 
therefore provided artificially inflated estimates of potential effects 
to denning polar bears. The commenter further suggested that the 
Service's model is biased and its use in incidental take authorization 
processes has resulted in overregulation of oil and gas operations, 
thereby increasing costs and inhibiting development and exploration 
efforts.
    Response: We disagree that the model is biased. There is a 
difference between bias and precision. We agree there is room for added 
precision in the model as additional data are collected. Our model is 
based on significant amounts of published, peer-reviewed science or 
analyses based on empirical data, so we use the best available science 
to inform our analysis and do not apply any biased perspectives in its 
development or application.
    The Service authorizes incidental take when applicable MMPA 
requirements and standards are met. Economic considerations may come 
into play when reviewing the practicability of potential mitigation 
measures but are not to influence the Service's analysis of whether 
specified activities meet MMPA standards such as ``small numbers'' and 
``negligible impact.''
    Comment: Several commenters have stated that the Service failed to 
base its take estimates on best available scientific information, and 
that the denning analysis (also referred to as ``the model'') used by 
the Service is overly conservative and therefore an inappropriate 
method for estimating potential take.
    Response: The Service's model is not intentionally designed to be 
conservative, nor is it intended to reflect precautionary principles. 
The Service has used best available science to present the most 
accurate estimation of take currently possible. Data concerning SBS 
polar bears and the effects of oil and gas activities on SBS polar 
bears is not perfect and complete, owing to inherent limitations in 
what can be observed or measured, along with other

[[Page 27421]]

factors. As with any predictive model grappling with inherent 
uncertainties, the Service's model must rely in part on some reasonable 
assumptions. Assumptions that are more likely to err, if at all, on the 
side of overestimating rather than underestimating take are 
specifically acknowledged as potentially conservative by the Service 
for the sake of transparency. These statements should not be 
misconstrued as evidence that the assumptions are unreasonable, or that 
the Service's model as a whole is ``conservative.''
    Comment: Commenters suggested that the case studies used in the 
Service's analyses resulted in an overestimation of effects of oil and 
gas activities to denning polar bears. The commenters cited differences 
in distances from and nature of sources of anthropogenic disturbances, 
seasonality, den phenology, and location as factors in the Service's 
interpretation of the data in a manner that the commenter deemed overly 
conservative.
    Response: The commenter is incorrect that the Service's definitions 
of ``early emergence'' and ``early departure'' do not reflect the 
actual range of emergence departure dates in published studies. When we 
assign den phenology metrics to simulated dens, the dates of den 
entrance are derived from a distribution based on empirical data from 
published studies. Similarly, the date of den emergence and time spent 
at the den site post emergence before departing the den site are all 
informed based on empirical distributions informed by data published in 
the studies cited by the commenter. As a result of this and other 
comments on the proposed ITR, we have re-evaluated our case studies. As 
a result we have updated our calculated median emergence date for use 
in our case study determinations to be derived from median emergence 
date of all Southern Beaufort Sea land-based dens regardless of whether 
they were observed with cubs later that spring or not. We used data 
found in Rode et al. (2018; although published in USGS 2018) and 
Andersen et al. (2024). This resulted in our median emergence date 
changing from 15 March to 12 March. We are also now using the data in 
Andersen et al. (2024) to inform the median time spent at the den site, 
post-emergence. The previous the median value of 8 days was generated 
using dens presented in Smith et al. 2007, 2013; Robinson 2014, however 
dens in these studies were also used in the case study analysis and 
considered to be exposed to disturbance. The revised median value is 
now 6.25 days. We have also updated the den disturbance model to use 
the time-at-den values from Andersen et al. (2024) to simulate the 
expected time spent at dens post emergence for simulated dens.
    Comment: One commenter stated that a retrospective analysis that 
reviews and summarizes incidental take from Industry activities that 
have occurred in the past would provide a far more accurate estimate of 
incidental take likely to occur from those same activities in the 
future.
    Response: We do not see how the type of retrospective analysis 
suggested by the commenter would be more accurate at estimating take 
from ongoing and future activities than the techniques utilized by the 
Service in this rulemaking action. The commenter does not explain, for 
example, how the suggested retrospective analysis could fully account 
for past take that occurred but was not observed, or for current polar 
bear distribution data as they relate to current locations of Industry 
activities.
    Comment: Commenters suggested that the Service's model estimates 
maximum levels of take that could occur in a single year, that these 
overestimates compound over time, and that the Service acknowledges as 
much.
    Response: We disagree. The referenced Service language was part of 
a larger discussion of the ways in which the Service modified aspects 
of its modeling approach so as to avoid overestimating the take 
considered in this revised rule. The Service does not estimate, and the 
rule does not consider, ``maximum'' levels of take during any time 
period.
    Comment: One commenter stated the Service is using the den 
disturbance model, which the commenter believes is overly conservative, 
exclusively and to the exclusion of all other relevant data when 
assessing effects to denning polar bears.
    Response: The commenter seems to imply that the den disturbance 
model is simply a conceptual framework that is not based on empirical 
data. This is an incorrect assessment. In reality, the ``model'' is 
fundamentally based on what is known about polar bear denning ecology. 
Then the specific parameters within the model are derived from 
empirical data to objectively inform them. So, we do not exclude 
consideration of ``available, relevant information'' and are quite 
clear in our documentation where our data and information come from and 
how we integrate it into our analytical framework. As explained 
elsewhere, we have not stated, and do not believe, that the model or 
its outputs are ``overly conservative.'' Any implication that the 
Service's analysis is wholly quantitative, and does not account for 
qualitative considerations, is also incorrect. Qualitative 
considerations and best professional judgment inform not only the 
development, refinements, and use of the model, they also provide 
additional forms of support for the Service's MMPA-required 
determinations, e.g., ``small numbers'' and ``negligible impact.''
    Comment: One commenter stated that the reduction of the impact area 
during the early denning period was appropriate but that impact areas 
for all denning periods should be similarly reduced to reflect average 
distances at which polar bear responses have been observed.
    Response: Unfortunately, we cannot rely on the average response 
distance to improve the model. We need to know how disturbance 
probability varies with distance, and it needs to be specific to the 
different denning periods because of variation in how sensitive bears 
are depending on what period of denning they are in. Further, if the 
Service were to rely upon the average distance at which denning bears 
responded to Industry, we would almost certainly fail to account for 
some responses, as the nature of averages dictates occurrences both 
higher and lower than average.
    Comment: One commenter cited the preamble of the proposed rule, 
where the Service used the phrasing ``risks unduly overstating 
projected aggregate impacts, raising the possibility that incidental 
take resulting from specified activities with acceptable levels of 
impacts could not be authorized'' and ``would be inconsistent with the 
intent of section 101(a)(5)(A) of the MMPA'' (89 FR 88216 at 88218, 
November 7, 2024).
    Response: The commenter is referring to the statement wherein the 
Service describes the reason for our reexamination of a specific aspect 
of past model iterations. As we stated in the proposed rule, our 
current analysis incorporated newly available scientific evidence and 
further refined certain model assumptions where appropriate to achieve 
greater accuracy.
    Comment: One commenter stated that the Service presented a known 
overestimate of incidental take that misleads the public regarding the 
amount and severity of potential impacts to polar bears from oil and 
gas operations. The commenter further stated that this overestimate 
undercuts the efforts of Industry and other governments and agencies to 
manage oil and gas activities in a sustainable manner.
    Response: The Service presented our analytical methods in the 
proposed rule;

[[Page 27422]]

we do not believe that our estimates are an ``overestimate'' and state 
that clearly. As the commenter stated, there is a large amount of 
variability in the natural world, and there is no one ``right'' answer 
to how many takes will occur in the future. We have no intention of 
undercutting the work of State, and borough agencies, and we look 
forward to continuing our coordination with these entities in the 
future. We coordinate closely with Industry members to develop and help 
in the implementation of mitigation measures and look forward to 
continuing that relationship as well.
    Comment: One commenter suggested that the Service did not 
adequately describe the incorporation of Andersen et al. (2024) into 
our denning analysis.
    Response: In short, simulated dens are assigned ``natural'' (i.e., 
not exposed to human activity) emergence and departure dates, and for 
those that are disturbed by human activities (assigned randomly based 
on the probabilities of response estimated from the ITR case studies), 
earlier dates of emergence and departure are assigned. The model of 
Andersen et al. (2024)--which links emergence date, post-emergence 
duration, and litter survival--is then used to determine the difference 
in litter survival attributable to the disturbance and concomitant 
earlier phenological dates.
    Comment: One commenter believes that the model underestimates the 
impacts of Industry activities to polar bears.
    Response: We based our analysis on the best available science, 
which includes a substantial number of published peer-reviewed studies 
that are used to inform our analytical framework. Based on these 
studies (e.g., Woodruff et al. 2022, Rode et al. 2018, Andersen et al. 
2024), we have accounted for the impacts of harassment impacting life 
stages of cubs and the associated take (i.e., Level B) for the nursing 
female. Further, our analysis relies on a thorough assessment of case 
studies where denning bears were exposed to human activity. This is a 
published, peer-reviewed study (Woodruff et al. 2022), and we 
incorporated it into analysis. The commenter did not provide specific 
assumptions they believe underestimate impacts to polar bears, so we 
cannot specifically address this comment other than to state that we 
strive to make the model as accurate as possible.
    Comment: One commenter states that the Service's description of the 
estimated reduction in cub survival rates is confusing and 
underestimates impacts to cub survival. The commenter refers to a 
report by Dr. Trent MacDonald that discusses combining disturbances in 
the early and late denning periods. The commenter also states that the 
Service ignores potential lethal takes in our reporting.
    Response: We disagree. The Service provided our comprehensive 
analytical methods and outputs on <a href="http://Regulations.gov">Regulations.gov</a>; the updated 
aggregated 5-year probability of lethal take is 0.55 (although see our 
negligible effects determination for further context for this potential 
impact); and our lethal take estimate was limited to early denning 
disturbances. The Service has reviewed the report by Dr. MacDonald, 
and, based on our analysis, we disagree with the report's findings as 
they may apply to our analysis. We do not ignore potential lethal takes 
in our reporting.
    As is explained elsewhere, we disagree with the assertion that all 
take by Level A harassment should be considered as commensurate to 
lethal take. The anticipated behavioral response that may lead to 
lethal take was abandonment of a den by a sow, causing the death of the 
cubs. In contrast, early emergence from a den and/or early departure 
from the den site were identified as behaviors that may cause injury in 
the form of a decrease in survival rate of the cubs (as they may be 
smaller and less suited for their environment); however, we do not 
anticipate mortality as a result of these behavioral responses. The 
Service further described the influence of emergence date and den 
departure date on the survival probability of polar bear cubs and 
estimated the average decrease in litter survival as a result of 
industrial disturbance. While we consistently strive to incorporate 
best available science in our take estimates, there is currently no 
data to describe the potential impact of emergence date and den 
departure date on cub survival past spring den emergence days. 
Therefore, any quantitative estimate of impacts to cubs past spring den 
emergence would be arbitrary at this time. We disagree that our focus 
on Level A harassment was confusing or unclear. We clearly explain our 
results. However, in response to this comment, we have additionally 
provided a figure that illustrates the population-level effects of both 
lethal and Level A take on estimated litter survival over the 5-year 
period.
    Comment: One commenter stated that there does not appear to be a 
significant effect of exposure on the emergence date of polar bears in 
the late denning period. The commenter presents their analysis, using a 
Mann-Whitney U test (Wilcoxon rank-sum test) to compare the median 
dates of den emergence between case studies used in the 2021-ITRs and 
the land-based Beaufort Sea dens in Andersen et al. (2024). The median 
emergence date for the 2021-ITRs case study dens was 1 day later (March 
18) than the median emergence date for the Beaufort Sea land-based dens 
evaluated by Andersen et al. (2024; March 17; figure 1). They state a 
pattern of case study emergence dates being earlier instead of a day 
later (i.e., essentially the same date) would be expected if exposures 
cause early emergences some of the time.
    The commenter states in the 2021-ITRs denning analysis, the 
probability that about half of simulated dens that are exposed to 
activities in the late denning period cause early emergences is largely 
the result of a conservative assumption made in evaluating the case 
studies. This conservative evaluation assumption would classify 
approximately half of a random set of undisturbed dens as being early 
emergers. In the evaluation of case studies, 19 of 39 dens (i.e., about 
half the dens) were classified as being early emergers, which is about 
the average of what would be anticipated if there was no effect of 
exposure on early emergence.
    Response: We agree that emergence dates at dens exposed to human 
activities would be earlier, on average, than those at undisturbed dens 
if those human activities caused bears to emerge earlier than they 
would have under undisturbed conditions. This assumption can be tested 
across datasets, however, only when other variables are controlled for 
adequately, and phenology is estimated with similar methods so that 
``emergence'' represents the same activity. Unfortunately, this is not 
the case with the observer-based estimates from the ITR case studies 
and those from Andersen et al. (2024), which were estimated from collar 
temperature data. In Andersen et al. (2024), ``emergence'' represents 
the act of opening a den and exposing the relatively warm den to colder 
ambient air; the date of emergence is estimated by identifying the 
point in the time-series data when sensor temperature decreases 
markedly.
    In the ITR case studies, emergence is estimated as the first day a 
bear was seen outside of a den, which means that these estimates 
represent the latest possible date that a bear could have emerged. 
Because bears can open dens days before they exit the den for the first 
time, and because polar bears can spend >97% of their time in the den 
during the post-emergence period (Smith et al. 2013; Robinson 2014), it 
is likely that

[[Page 27423]]

bears in many case studies opened their dens (or left their dens for 
the first time) before they were first observed. In the absence of 
emergence dates estimated with similar methodology that ensures 
estimates represent the same denning event, a comparison of median 
emergence dates is inappropriate as a test for an effect of disturbance 
on emergence. Because the outcomes of case studies during the late 
denning period are characterized as early or late emergences by 
comparing the date a bear was first reported on the surface (the 
maximum possible emergence date) to the mean date of emergence as 
defined by den opening (the earliest possible emergence date), the 
process for predicting take is certainly not overly conservative.
    Comment: One commenter disputed the Service's assumptions regarding 
the post-emergence periods and offered their own analysis of some of 
the scientific materials utilized by the Service.
    Response: The median number of days bears spent at the den site 
after den emergence in the ITR case studies was 3.0 days, not 4 as 
claimed by the commenter (durations were 18, 8, 3, 2, 1, 3, 6, 0, 2, 3, 
14, 5, 14, 6, 2, 4, 4, 0, and 3 days; ranges represent uncertainty in 
phenology). Consequently, the difference in median durations between 
the ITR case studies (3.0 days) and productive land-based dens in the 
Southern Beaufort Sea subpopulation in Andersen et al. (2024; 6.3 days) 
was 3.3 days, which means that bears in the ITR case studies remained 
at the den site, on average, only 48 percent of the time bears remained 
at undisturbed den sites which the commenter acknowledges. Because 
research has shown that time spent at the den site post-emergence is 
related to litter survival (Andersen et al. 2024), we cannot ignore the 
fact that there is a potential for disturbance near a den site to lead 
to earlier departure. The lack of statistical difference in time spent 
at dens post-emergence does not mean there is not a biological effect, 
especially considering the relatively small sample sizes for 
comparison.
    Further, the commenter is incorrect that we're using the mean time 
spent at den as our threshold value to determine early departure which 
then leads to a majority of dens being classified as early departures 
given the skewed distribution of observations. Instead, we actually use 
the median time spent at the den for undisturbed dens as our threshold, 
thus it would not lead to the biases indicated by the commenter. If 
dens exposed to disturbance were not leaving earlier than undisturbed 
dens, we would only expect 50% of case study dens to exhibit departures 
earlier than the median undisturbed den departures. Instead, the case 
studies show that 68% of dens had shorter time spent at the den post 
emergence than the median for undisturbed dens.
    While it is true that Fig. 3 in Andersen et al. (2024) does show a 
relationship between emergence and time spent at den post-emergence, 
that graph was not specific to land-based dens. When restricted to 
land-based dens only, there is no significant correlation between 
emergence date and time at the den post-emergence for dens known to 
have cubs, or for land dens irrespective of cub status.
    Lastly, the commenter is incorrect that the Service did not 
consider post-emergence duration for dens that had an early emergence 
in the case studies. In fact, we do consider those dens too, but 
because of the disturbance leading to early emergence, we treat that 
probability separately in our modeling to ensure that the previous 
disturbance is being accounted for in the bear's response. We presented 
those values in the proposed rule and those dens have a lower 
probability of an early departure (0.33) than if they did not have an 
early emergence (0.68).
    Comment: One commenter stated that the Service's model parameters, 
which are derived from the Service's case studies, do not reflect the 
data in the ``original sources of information,'' nor do they account 
for natural variation in bear denning periods. The commenter states 
that the Service then applies these probabilities, based on 
``inaccuracies,'' which compounds conservative assumptions and leads to 
unrealistic results.
    Response: We articulated our decision-making process in the 
published, peer-reviewed study Woodruff et al. (2022), and our model 
parameters are consistent with the information in the case studies. 
There is no compounding of conservative assumptions. Recently published 
studies have shown there is an effect of early emergence/early 
departure on litter survival. Because these relationships are dependent 
on how far along in the denning period a den is when it is disturbed, 
we needed to add a date on which the disturbance occurred and therefore 
how those updated emergence/departure dates translated into litter 
survival. Much of the activity conducted by member companies of AOGA 
occur year-round, so if a disturbance occurs during a denning period in 
our analysis, we need to simulate the date at which it occurred. But 
the simulation could mean, for example, that a den was disturbed only a 
day before its intended emergence date, in which case the impact on a 
litter's survival would be small. The converse is also true, but it 
highlights that this approach does not compound ``conservative 
assumptions,'' but rather objectively allows variation in how 
disturbance affects denning polar bears.
    It is not accurate to imply that all of the model's assumptions are 
conservative in nature. The Service and partners have developed 
numerous peer-reviewed and published papers that we use to more 
objectively inform parameters used in the model. Where we still lack 
adequate data, we may use our best professional judgment to develop and 
implement reasonable assumptions. It is false to suggest that all of 
our assumptions are conservative. Our assumptions, some of which are 
more likely to err on the side of overestimating take, and some of 
which are more likely to err on the side of underestimating take, are 
structured to, on balance, achieve the maximum degree of accuracy 
currently possible.
    Comment: Several commenters state the probabilistic inputs to the 
denning model skew results because they include events that are 
unrepresentative of Industry activities, such as researchers engaging 
in invasive activities like collaring. Specifically, one commenter 
states that the case study dataset includes 41 records that involve 
invasive research activities that have a greater likelihood of 
incidental take than the industrial activity to which they are applied.
    Response: The commenter is largely incorrect. While we did include 
studies such as those in Woodruff et al. (2022), we removed them (and 
state as such) from the set that is used to inform disturbance 
probabilities applied to Industry because we agree that den intrusions, 
collaring, and other invasive research-related activities do not 
typically have corollaries with industrial activities on the North 
Slope of Alaska. As we stated in a previous response, we established a 
new decision rule in response to comments to exclude case studies from 
our disturbance probability calculations this rule excludes any case 
study where researchers captured bears during den establishment from 
disturbance probability calculations.
    We also continuously update our set of dens used to estimate 
disturbance probabilities. In the denning analyses conducted for this 
proposed rule, we included four additional dens that had been exposed 
to industrial activity on the North Slope (without regard to whether 
the activities were conducted

[[Page 27424]]

pursuant to the 2021-ITRs). Two of these occurrences indicated impacts 
consistent with Level A harassment, and the other two were examples of 
bears exhibiting resilience to disturbance.
    Comment: Commenters suggested that the case studies used in the 
Service's analyses resulted in an overestimation of effects of oil and 
gas activities to denning polar bears. The commenters specifically 
cited case studies 8 and 32 as cases they felt were not applicable to 
the Service's analysis.
    Response: We set clear parameters, outlined in the 2021-ITRs, to 
determine the inclusion of case studies into our disturbance 
distributions. Following those parameters, case study 8 and case study 
32 were both retained and used to calculate den abandonment 
probabilities. In response to comments, we have re-evaluated the 
inclusion of research-related studies, and established a new decision 
rule to exclude case studies from our disturbance probability 
calculations this rule excludes any case study where researchers 
captured bears during den establishment from disturbance probability 
calculations. We have subsequently removed case 8 from our calculation 
of disturbance probabilities. In case study 32, we determined there was 
a potential for den abandonment and subsequent cub mortality. While the 
commenter accurately notes that the Service's trip report does not 
confirm cub death, it does not definitively rule it out, importantly 
noting that faint, parallel lines were found in the snow near old fox 
tracks, potentially indicating scavenger activity. As such, we feel 
both cases are applicable in our analysis, and should be retained in 
the disturbance probability calculations.
    Comment: A commenter stated that a decrease in cub survival of 14 
percent will lead to population decline and thus a non-negligible 
impact.
    Response: As we stated in the proposed rule, a decrease in cub 
survival is anticipated for only a very small number of dens, 
representing only 1.8 percent of land-based SBS dens and 0.9 percent of 
all SBS dens that exist that year. We do not anticipate this limited 
amount of impact to lead to population decline in the SBS stock.
    Comment: Several commenters stated that, given the decline of the 
Southern Beaufort Sea population, its small size, the poor recruitment 
due to low cub survival rates, predicted habitat loss and climate-
related effects, and the greater importance of land dens given their 
greater likelihood of yielding cubs that survive, the loss of even one 
additional cub is very significant to the long-term survival of the 
stock, and certainly cannot be written off as a negligible impact. The 
commenters further stated that the Service's own revised modeling shows 
multiple deaths of cubs based on the 5-year cumulative impacts, as 
described above.
    Response: For reasons explained in our negligible impact 
determination, we disagree with commenters' conclusory assertion that 
the loss of one cub is inconsistent with the negligible impact 
standard. We also disagree that the limited loss of cubs estimated in 
our 5-year analysis would obstruct the stock's recovery. Our analysis 
is informed by studies such as Regehr et al. (2017), which showed that 
a polar bear population declining due to sea ice loss can withstand 
continued harvest at current levels without hindering the persistence 
of the population. While this rule does not pertain to harvest or 
contemplate additional removals at levels approaching ongoing 
subsistence harvest rates, we acknowledge the general principle that 
small levels of removal can occur, under the theory of compensatory 
mortality (e.g., Burnham and Anderson 1984, Bartmann et al. 1992), 
without leading to declines in long-term persistence.
    Comment: Several commenters asserted that continued oil and gas 
activities are incompatible with polar bear conservation efforts and 
objected to the Service authorizing oil and gas activities, or take 
incidental to oil and gas activities, within the range of SBS polar 
bears. Further, two commenters stated that the Service did not 
incorporate the potential effects of climate change and Arctic warming 
on polar bears and their habitat within the range of SBS polar bears.
    Response: The Service does not authorize oil and gas activities in 
the Southern Beaufort Sea area, only the take of small numbers of polar 
bears and Pacific walruses incidental to these activities. We 
acknowledge the effects of climate change and sea ice loss are the 
largest threat to SBS polar bears. However, as we have presented during 
this rulemaking, we do not believe that the incidental takes by Level B 
and Level A harassment that are anticipated pose a critical threat to 
the stock. We have presented a comprehensive background on polar bear 
biology, habitats, prey, spill risk, climate change, and potential 
consequence of disturbance in the original 2021-ITRs.
    Comment: One commenter stated that the Service's discussion on the 
relationship between potential male cub death and population 
recruitment irrationally ignores that killing cubs, regardless of their 
gender, necessarily prevents the addition of a new individual to the 
population and instead focuses only on the reproductive capacity of the 
lost individual. They also take issue with the Service's statement that 
``loss of less than one female cub per year is within the natural 
variability'' and therefore ``cannot be reasonably expected to cause an 
adverse impact on annual rates of recruitment,'' as this statement 
irrationally ignores that these cub deaths caused by the activities 
under the 2021-ITRs are additional to the ``natural'' cub deaths from 
other causes. The commenter also states that the Service fails to 
address that the ``natural'' cub deaths reflect a cub mortality level 
that has prevented the population from increasing after it was 
devastated.
    Response: The Service is not authorizing the lethal take of cubs in 
this rule but acknowledges that there is the potential for decreased 
survival rates of cubs due to disturbance at the den site. The 
Service's negligible impact analysis focuses on potential impacts at 
the stock level. Because recruitment occurs on an annual basis, and 
because cubs generally have high mortality rates during their first 
year even in the absence of disturbance, we show that the potential 
death of 1-2 cubs is unlikely to lead to population-level effects, 
especially when considering the concept of compensatory mortality, 
wherein human-caused removals are compensated for by a decrease in 
other density-dependent sources of mortality. Further, while it is true 
that the death of a male cub would still lead to a reduction of the 
population by one individual, we again find that the potential loss of 
a male cub is less influential on stock dynamics than the loss of a 
female cub. This assumption is firmly established in the field of 
wildlife management with few exceptions that do not apply here (e.g., 
Allee effects).
    The commenter states that any potential cub death would be in 
addition to natural cub deaths; however, this statement oversimplifies 
population ecology and fails to take into account the potential causes 
of death that may happen between spring of a cub's first year and the 
time of its reproductive maturity. The commenter incorrectly states 
that the SBS polar bear population is currently in decline. While it is 
true that the subpopulation has exhibited a decline beginning in the 
early 2000s, that decline appears to have stabilized based on the 
current science that we cite (Bromaghin et al. 2021). No one is certain 
about the cause of the decline, but it has been suggested to have been 
associated with a die-off of seals during the early/mid 2000s, which 
has since abated. We are not certain on

[[Page 27425]]

what information the commenter is basing a claim that the 
subpopulation's decline has been due to high rates of cub death.
    Comment: One commenter stated that the Service must consider 
whether loss of one or more cubs impairs the prospects for stabilizing 
the stock or reversing decline to attain improved population growth 
rates. The commenter further stated that a taking that will potentially 
impair the survival of a number of polar bears exceeding the PBR 
[potential biological removal] estimated for the SBS stock cannot be a 
negligible impact, and an impact that would cumulate with other sources 
of anthropogenic take to result in potential deaths exceeding the PBR 
similarly cannot be a negligible impact.
    Response: We disagree that the data clearly indicate that SBS bears 
are a declining population. The last two population assessments have 
shown the decline that occurred in the early 2000s has since abated and 
the population is currently stable.
    Oil and gas activities have occurred in the region of the 2021-ITRs 
for several decades. These activities occurred prior to the SBS polar 
bear stock's decline in the early to mid-2000s, during that period of 
decline, and in more recent years as the population has stabilized. We 
are unaware of any data demonstrating a link between the types of 
activities considered here and fluctuations in SBS polar bear stock 
numbers. While no one is certain about the cause of the decline in the 
early to mid-2000s, it has been suggested that the decline was 
associated with a die-off of seals during the early/mid 2000s, which 
has since abated. In any event, available data does not support the 
commenter's assumption that oil and gas activities in the region of the 
2021-ITRs are causing population-level declines or are inconsistent 
with the stock increasing in the future.
    Our negligible impact analyses consider the impacts of the total 
taking in light of the baseline of existing impacts to the stock, which 
here include climate change, subsistence harvest, variability in prey 
abundance, and other factors. For the reasons explained in the 
negligible impact determination, the Service does not expect or think 
it likely that impacts properly attributed to the take considered in 
this rule will result in a non-negligible impact to the stock.
    Comment: One commenter indicated concern about the lack of 
consideration of the intrinsic value of individual polar bears and the 
reduction of impacted bears to statistics.
    Response: Under the MMPA, we are tasked with assessing the 
potential impacts on marine mammal stocks. Statistical analysis helps 
us better understand these impacts and should not be construed as 
disrespecting the intrinsic value of polar bears.
    Comment: One commenter stated that the Service did not adequately 
address risks of oil spills.
    Response: We presented a comprehensive risk assessment of the 
potential for major oil spills in the initial rulemaking for the period 
2021-2026, and we do not have any new information to warrant revising 
that analysis. The Service is an active participant in State-wide oil 
spill response and works cooperatively with Industry members, oil spill 
response organizations, and organizations like the Alaska Zoo to 
maintain preparedness in the event of an oil spill.
    Comment: Some commenters suggested that the Service did not 
adequately address effects to movement corridors and of sea ice loss 
when considering revisions to the 2021 rule.
    Response: No current literature supports the idea of Industry 
activities impacting polar bear movement throughout the area of the 
2021-ITRs. The Service is actively conducting capture and tagging work 
within the oilfield to gather more information on polar bear movements; 
however, at this time there is no indication that bear movements are 
impacted by Industry presence.
    Comment: One commenter stated that the Service's citation of 15.5 
percent of encounters resulting in Level B harassment is an 
overestimate.
    Response: We disagree. The Service's assessment of past polar bear 
encounter records has indicated roughly 15.5 percent of polar bear 
encounters entail Level B harassment. Our take determinations have been 
conducted through careful consideration by Federal wildlife biologists 
with years of polar bear experience.
    Comment: One commenter stated that the harassment rate for polar 
bears used in the surface analyses should not include polar bear 
encounters in which intentional take occurred.
    Response: The harassment rate referenced by the commenter pertains 
to surface interactions and Level B harassment only, not the Level A 
harassment that was the focus of the court remand and is the focus of 
this revised rule. While we continue to welcome information and 
suggestions that may improve our future analyses, we are not aware of 
any information that warrants revising our estimates of Level B 
harassment at this time. We reviewed the information concerning the 
frequency of Level B harassment occurring during activities authorized 
under the 2021-ITRs and found no information suggesting the rates of 
Level B harassment are different than those contemplated in the 
original rule.
    Comment: One commenter stated that the Service overestimated the 
surface encounter rate for polar bears in coastal waters when 
estimating takes by Level B harassment.
    Response: The encounter rate referenced by the commenter pertains 
to surface interactions and Level B harassment only, not the Level A 
harassment that was the focus of the court remand and is the focus of 
this revised rule. While we continue to welcome information and 
suggestions that may improve our future analyses, we are not aware of 
any information that warrants revising our estimates of Level B 
harassment at this time.
    Comment: One commenter stated that the Service did not account for 
repeated encounters of the same individual polar bears and, as a 
result, overestimated the number of animals taken by Level B 
harassment.
    Response: The harassment rate referenced by the commenter pertains 
to surface interactions and Level B harassment only, not the Level A 
harassment that was the focus of the court remand and is the focus of 
this revised rule. While we continue to welcome information and 
suggestions that may improve our future analyses, we are not aware of 
any information that warrants revising our estimates of Level B 
harassment at this time.
    Comment: One commenter argued that the Service's surface analysis, 
which relies upon polar bear encounter rates, estimates of human 
occupancy, and a harassment rate to estimate take by Level B 
harassment, is not supported by best available science because the 
addition of new facilities and infrastructure does not correlate with 
an increase in the number of harassment events. The commenter also 
argues that ``occupancy'' is not an act of pursuit, torment, or 
annoyance and therefore cannot constitute harassment under the MMPA.
    Response: Occupancy rates feed into the Service's larger modeling 
analysis and further our understanding of how, when, and where the 
specified activities may interact with, and cause impacts to, SBS polar 
bears. The Service recognizes that many of the specified activities are 
seasonal. Contrary to what the comment suggests, occupancy rates are 
applied in order to refine estimates of take such that they are limited 
to those times and locations where Industry acts create stimuli that 
can affect polar bears. The

[[Page 27426]]

Service does not view a departure from this approach as warranted at 
this time.
    Comment: One commenter disagreed that the Service has authority to 
authorize Level A harassment when it has not been requested by the 
petitioner.
    Response: The Service has revised the 2021-ITRs in a manner 
consistent with its updated analysis and the remand instructions.

Required Determinations

National Environmental Policy Act (NEPA)

    We prepared a final supplemental environmental assessment (EA) and 
finding of no significant impact (FONSI) in accordance with NEPA (42 
U.S.C. 4321 et seq.). We found that issuance of this final rule would 
not significantly affect the quality of the human environment and, 
thus, preparation of an environmental impact statement for this 
rulemaking action is not required by section 102(2) of NEPA or its 
implementing regulations. A copy of the EA and FONSI can be obtained 
from the locations described in ADDRESSES.

Endangered Species Act (ESA; 16 U.S.C. 1531 et seq.)

    Under the ESA, all Federal agencies are required to ensure the 
actions they authorize are not likely to jeopardize the continued 
existence of any threatened or endangered species or result in 
destruction or adverse modification of critical habitat. The polar bear 
is listed as a threatened species under the ESA at 50 CFR 17.11(h) with 
provisions issued under section 4(d) of the ESA at 50 CFR 17.40(q) and 
designated critical habitat for polar bear subpopulations in the United 
States at 50 CFR 17.95(a). Prior to issuance of this final rule, we 
completed intra-Service section 7 consultation with the Service's 
Northern Alaska Field Office regarding the effects of these revised 
regulations. The Service has found that the issuance of this final rule 
will not jeopardize the continued existence of polar bears or adversely 
modify their designated critical habitat, not will it affect other 
listed species or designated critical habitat. The evaluations and 
findings that resulted from this consultation are available on the 
Service's website and at <a href="https://www.regulations.gov">https://www.regulations.gov</a>.
Regulatory Planning and Review (Executive Orders 12866 and 13563)
    Executive Order 12866, as reaffirmed by E.O. 13563, provides that 
the Office of Information and Regulatory Affairs (OIRA) in the Office 
of Management and Budget will review all significant rules, as defined 
by E.O. 12866. OIRA has determined that this rule is significant under 
E.O. 12866.
    As reported in the preamble to the 2021-ITRs, Industry expenses 
were expected to be related to, but not necessarily limited to: the 
development of requests for LOAs; monitoring, recordkeeping, and 
reporting activities conducted during Industry oil and gas operations; 
development of polar bear interaction plans; and coordination with 
Alaska Natives to minimize effects of operations on subsistence 
hunting. Realistically, these costs are minimal in comparison to those 
related to actual oil and gas exploration, development, and production 
operations. As is presently the case, profits will accrue to Industry; 
royalties and taxes will accrue to the Government; and the 2021-ITRs 
likely had little or no impact on decisions by Industry to relinquish 
tracts and write off bonus payments. Compliance with the revisions made 
by this final rule is not expected to result in additional costs to 
Industry.

Small Business Regulatory Enforcement Fairness Act

    OIRA has determined that this rule does not meet the criteria set 
forth in 5 U.S.C. 804(2), subtitle E of the Small Business Regulatory 
Enforcement Fairness Act. This rule is not likely to result in a major 
increase in costs or prices for consumers, individual industries, or 
government agencies or have significant adverse effects on competition, 
employment, productivity, innovation, or on the ability of United 
States-based enterprises to compete with foreign-based enterprises in 
domestic or export markets.

Regulatory Flexibility Act

    We have also determined that this rule would not have a significant 
economic effect on a substantial number of small entities under the 
Regulatory Flexibility Act (5 U.S.C. 601 et seq.). Oil companies and 
their contractors conducting exploration, development, and production 
activities in Alaska have been identified as the only likely applicants 
under the regulations, and these potential applicants have not been 
identified as small businesses. Therefore, neither a regulatory 
flexibility analysis nor a small entity compliance guide is required.

Takings Implications

    This rule does not have takings implications under Executive Order 
12630 because it authorizes the nonlethal, incidental, but not 
intentional, take of polar bears by Industry and thereby, exempts these 
companies from civil and criminal liability as long as they operate in 
compliance with the terms of their LOAs. Therefore, a takings 
implications assessment is not required.

Federalism Effects

    This rule does not contain policies with federalism implications 
sufficient to warrant preparation of a federalism assessment under 
Executive Order 13132. The MMPA gives the Service the authority and 
responsibility to protect polar bears.

Unfunded Mandates Reform Act

    In accordance with the Unfunded Mandates Reform Act (2 U.S.C. 1501 
et seq.), this rule would not ``significantly or uniquely'' affect 
small governments. A small government agency plan is not required. The 
Service has determined and certifies pursuant to the Unfunded Mandates 
Reform Act that this rulemaking will not impose a cost of $100 million 
or more in any given year on local or State governments or private 
entities. Therefore, this rule is not a ``significant regulatory 
action'' under the Unfunded Mandates Reform Act.

Government-to-Government Coordination

    It is our responsibility to communicate and work directly on a 
Government-to-Government basis with federally recognized Alaska Native 
Tribes in developing programs for healthy ecosystems. We seek their 
full and meaningful participation in evaluating and addressing 
conservation concerns for protected species. It is our goal to remain 
sensitive to Alaska Native culture, and to make information available 
to Alaskan Tribal organizations and communities. Our efforts are guided 
by the following policies and directives:
    (1) The Native American Policy of the Service (January 20, 2016);
    (2) The Alaska Native Relations Policy;
    (3) Executive Order 13175 (January 9, 2000);
    (4) Department of the Interior Secretary's Orders 3206 (June 5, 
1997), 3225 (January 19, 2001), 3317 (December 1, 2011), 3342 (October 
21, 2016), and 3403 (November 15, 2021) as well as Director's Order 227 
(September 8, 2022);
    (5) The Alaska Government-to-Government Policy (a departmental 
memorandum issued January 18, 2001); and
    (6) the Department of the Interior's policies on consultation with 
Alaska Native Tribes and organizations.
    We have evaluated possible effects of the rule on federally 
recognized Alaska

[[Page 27427]]

Native Tribes and ANCSA (Alaska Native Claims Settlement Act) 
Corporations. The Service determined that additionally authorizing two 
takes by Level A harassment of polar bears during the remaining 2 years 
of the 2021-ITRs, with no more than two Level A harassment takes 
occurring within a single year from the SBS stock of polar bears, would 
not have any Tribal implications or ANCSA Corporation implications and, 
therefore, Government-to-Government consultation or Government-to-ANCSA 
Corporation consultation is not necessary. Nevertheless, and to ensure 
Alaska Native Tribes and Corporations were aware of this regulatory 
action, the Service wrote to potentially affected Tribal Governments 
and Corporations to inform them of the proposed rule changes and 
seeking their comment; however, the Service did not receive anyany 
requests for consultations oror any such comments. The Service invites 
continued discussion as we implement this final rule.

Civil Justice Reform

    The Department's Office of the Solicitor has determined that these 
regulations do not unduly burden the judicial system and meet the 
applicable standards provided in sections 3(a) and 3(b)(2) of Executive 
Order 12988.

Paperwork Reduction Act

    This rule requests a revision to an existing information 
collection. All information collections (ICs) require approval under 
the Paperwork Reduction Act of 1995 (44 U.S.C. 3501 et seq.). We may 
not conduct or sponsor, and you are not required to respond to, a 
collection of information unless it displays a currently valid OMB 
control number. The OMB previously reviewed and approved the 
information collection requirements associated with incidental take of 
marine mammals in 50 CFR subparts J and L and assigned OMB Control 
Number 1018-0070 (expires July 31, 2026).
    In accordance with the PRA and its implementing regulations at 5 
CFR 1320.8(d)(1), we provide the general public and other Federal 
agencies with an opportunity to comment on our proposal to revise OMB 
Control Number 1018-0070 and on our request for a new control number as 
described below. This input will help us assess the impact of our 
information collection requirements and minimize the public's reporting 
burden. It will also help the public understand our information 
collection requirements and provide the requested data in the desired 
format.
    As part of our continuing effort to reduce paperwork and respondent 
burdens, and in accordance with 5 CFR 1320.8(d)(1), we invite the 
public and other Federal agencies to comment on any aspect of this 
proposed information collection, including:
    (1) Whether or not the collection of information is necessary for 
the proper performance of the functions of the agency, including 
whether or not the information will have practical utility;
    (2) The accuracy of our estimate of the burden for this coll

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This is legal information, not legal advice. Laws vary by jurisdiction and change frequently. Always verify current law with official sources and consult a licensed attorney in your jurisdiction for advice on your specific situation.