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Streever B. Western gray whales and seismic operations: an introduction to the topical selection and a tribute to the late Rodger Melton. ENVIRONMENTAL MONITORING AND ASSESSMENT 2022; 194:747. [PMID: 36255500 PMCID: PMC9579062 DOI: 10.1007/s10661-022-10056-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Affiliation(s)
- Bill Streever
- S/V Rocinante, 3824 Cedar Springs Rd 801-2771, Dallas, TX, USA.
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Maresh JL, Blanchard AL, Demchenko NL, Shcherbakov I, Aerts L, Schwarz LK. Benthic studies adjacent to Sakhalin Island, Russia, 2015 II: energy content of the zoobenthos in western gray whale feeding grounds. ENVIRONMENTAL MONITORING AND ASSESSMENT 2022; 194:742. [PMID: 36255480 PMCID: PMC9579061 DOI: 10.1007/s10661-022-10020-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/03/2019] [Accepted: 05/31/2021] [Indexed: 05/25/2023]
Abstract
The waters adjacent to the northeastern coast of Sakhalin Island, Russia, are an important feeding ground for the endangered western gray whale. Data on the energy available to foraging whales from their prey resources is required for researchers interested in modeling the bioenergetics of whale foraging, but little energy content information is available for the benthic prey communities of gray whales in this region. In this study, we describe the energy density (ED), biomass, and total energy availability (ED × biomass) of benthic prey sampled from two gray whale foraging areas adjacent to Sakhalin Island: the nearshore and offshore feeding areas. ED varied almost seven-fold among benthic taxa, ranging from 1.11 to 7.62 kJ/g wet mass. Although there was considerable variation within most prey groups, amphipods had the highest mean ED of all of groups examined (5.58 ± 1.44 kJ/g wet mass). Small sample sizes precluded us from detecting any seasonal or spatial differences in mean ED within or among taxa; however, mean biomass in the offshore feeding area was, in some cases, an order of magnitude higher than mean estimates in the nearshore feeding area, resulting in higher mean total energy available to foraging gray whales offshore (958-3313 kJ/m2) compared to nearshore (223-495 kJ/m2). While the proportion of total energy accounted for by amphipods was variable, this prey group generally made up a higher proportion of the total energy available in the benthos of the offshore feeding area than in the benthos of the nearshore feeding area. Data presented here will be used to inform bioenergetics modeling of the vital rates of mature females in an effort to improve understanding of population growth limits for western gray whales.
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Affiliation(s)
- Jennifer L Maresh
- Department of Biology, West Chester University, West Chester, PA, 19383, USA.
| | | | - Natalia L Demchenko
- A.V. Zhirmunsky National Science Center of Marine Biology, Far East Branch of Russian Academy of Sciences, Vladivostok, Russia
| | - Ilya Shcherbakov
- A.V. Zhirmunsky National Science Center of Marine Biology, Far East Branch of Russian Academy of Sciences, Vladivostok, Russia
| | | | - Lisa K Schwarz
- Ocean Sciences and Institute of Marine Sciences, University of California, Santa Cruz, CA, 95060, USA
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Gailey G, Zykov M, Sychenko O, Rutenko A, Blanchard AL, Aerts L, Melton RH. Gray whale density during seismic surveys near their Sakhalin feeding ground. ENVIRONMENTAL MONITORING AND ASSESSMENT 2022; 194:739. [PMID: 36255495 PMCID: PMC9579086 DOI: 10.1007/s10661-022-10025-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Accepted: 04/04/2022] [Indexed: 05/31/2023]
Abstract
Oil and gas development off northeastern Sakhalin Island, Russia, has exposed the western gray whale population on their summer-fall foraging grounds to a range of anthropogenic activities, such as pile driving, dredging, pipeline installation, and seismic surveys. In 2015, the number of seismic surveys within a feeding season surpassed the level of the number and duration of previous seismic survey activities known to have occurred close to the gray whales' feeding ground, with the potential to cause disturbance to their feeding activity. To examine the extent that gray whales were potentially avoiding areas when exposed to seismic and vessel sounds, shore-based teams monitored the abundance and distribution of gray whales from 13 stations that encompassed the known nearshore feeding area. Gray whale density was examined in relation to natural (spatial, temporal, and prey energy) and anthropogenic (cumulative sound exposure from vessel and seismic sounds) explanatory variables using Generalized Additive Models (GAM). Distance from shore, water depth, date, and northing explained a significant amount of variation in gray whale densities. Prey energy from crustaceans, specifically amphipods, isopods, and cumaceans also significantly influenced gray whale densities in the nearshore feeding area. Increasing cumulative exposure to vessel and seismic sounds resulted in both a short- and longer-term decline in gray whale density in an area. This study provides further insights about western gray whale responses to anthropogenic activity in proximity to and within the nearshore feeding area. As the frequency of seismic surveys and other non-oil and gas anthropogenic activity are expected to increase off Sakhalin Island, it is critical to continue to monitor and assess potential impacts on this endangered population of gray whales.
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Affiliation(s)
- Glenn Gailey
- Cetacean EcoSystem Research, Olympia, WA, 98512, USA.
| | - Mikhail Zykov
- JASCO Applied Sciences Ltd, Dartmouth, NS, B3B 1Z1, Canada
| | - Olga Sychenko
- Cetacean EcoSystem Research, Olympia, WA, 98512, USA
| | - Alexander Rutenko
- Far East Branch of Russian Academy of Sciences, V.I. Il'ichev Pacific Oceanological Institute, Vladivostok, 690041, Russia
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Gailey G, Sychenko O, Zykov M, Rutenko A, Blanchard A, Melton RH. Western gray whale behavioral response to seismic surveys during their foraging season. ENVIRONMENTAL MONITORING AND ASSESSMENT 2022; 194:740. [PMID: 36255529 PMCID: PMC9579098 DOI: 10.1007/s10661-022-10023-w] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Accepted: 10/08/2021] [Indexed: 05/31/2023]
Abstract
Gray whales utilizing their foraging grounds off northeastern Sakhalin Island, Russia, have been increasingly exposed to anthropogenic activities related to oil and gas development over the past two decades. In 2015, four seismic vessels, contracted by two operators, conducted surveys near and within the gray whale feeding grounds. Mitigation and monitoring plans were developed prior to the survey and implemented in the field, with real-time data transfers to assist the implementation of measures aimed at minimizing impacts of acoustic exposure. This study examined the behavioral response of gray whales relative to vessel proximities and sounds generated during seismic exploration. Five shore-based teams monitored gray whale behavior from 1 June to 30 September using theodolite tracking and focal follow methodologies. Behavioral data were combined with acoustic and benthic information from studies conducted during the same period. A total of 1270 tracks (mean duration = 0.9 h) and 401 focal follows (1.1 h) were collected with gray whales exposed to sounds ranging from 59 to 172 dB re 1 μPa2 SPL. Mixed models were used to examine 13 movement and 10 respiration response variables relative to "natural," acoustic, and non-acoustic explanatory variables. Water depth and behavioral state were the largest predictors of gray whale movement and respiration patterns. As vessels approached whales with increasing seismic/vessel sound exposure levels and decreasing distances, several gray whale movement and respiration response variables significantly changed (increasing speed, directionality, surface time, respiration intervals, etc.). Although the mitigation measures employed could have reduced larger/long-term responses and sensitization to the seismic activities, this study illustrates that mitigation measures did not eliminate behavioral responses, at least in the short-term, of feeding gray whales to the activities.
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Affiliation(s)
| | | | - Mikhail Zykov
- JASCO Applied Sciences (Canada) Ltd, Victoria, BC, Canada
| | - Alexander Rutenko
- V.I. Il'ichev Pacific Oceanological Institute FEB RAS, Vladivostok, Russia
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Schwarz L, McHuron E, Mangel M, Gailey G, Sychenko O. Gray whale habitat use and reproductive success during seismic surveys near their feeding grounds: comparing state-dependent life history models and field data. ENVIRONMENTAL MONITORING AND ASSESSMENT 2022; 194:733. [PMID: 36255497 PMCID: PMC9579109 DOI: 10.1007/s10661-022-10024-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Accepted: 02/05/2022] [Indexed: 05/31/2023]
Abstract
We used a stochastic dynamic programming (SDP) model to quantify the consequences of disturbance on pregnant western gray whales during one foraging season. The SDP model has a firm basis in bioenergetics, but detailed knowledge of minimum reproductive length of females (Lmin) and the relationship between length and reproductive success (Rfit) was lacking. We varied model assumptions to determine their effects on predictions of habitat use, proportion of animals disturbed, reproductive success, and the effects of disturbance. Smaller Lmin values led to higher predicted nearshore habitat use. Changes in Lmin and Rfit had little effect on predictions of the effect of disturbance. Reproductive success increased with increased Lmin and with higher probability of reproductive success by length. Multiple seismic surveys were conducted in 2015 off the northeast coast of Sakhalin Island, with concomitant benthic prey surveys, photo-identification studies, and whale distribution sampling, thus providing a unique opportunity to compare output from SDP models with empirical observations. SDP model predictions of reproductive success and habitat use were similar with and without acoustic disturbance, and SDP predictions of reproductive success and large-scale habitat use were generally similar to values and trends in the data. However, empirical estimates of the proportion of pregnant females nearshore were much higher than SDP model predictions (a large effect, measured by Cohen's d) during the first week, and the SDP model overestimated whale density in the south and underestimated density around the mouth of Piltun Bay. Such differences in nearshore habitat use would not affect SDP predictions of reproductive success or survival under the current seismic air gun disturbance scenario.
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Affiliation(s)
- Lisa Schwarz
- Institute of Marine Sciences, University of California, Santa Cruz, CA, 95064, USA.
| | - Elizabeth McHuron
- Institute of Marine Sciences, University of California, Santa Cruz, CA, 95064, USA
- Department of Ecology and Evolutionary Biology, University of California, Santa Cruz, CA, 95064, USA
- Ocean, and Ecosystem Studies, Cooperative Institute for Climate, University of Washington, Seattle, WA, 98195, USA
| | - Marc Mangel
- Institute of Marine Sciences, University of California, Santa Cruz, CA, 95064, USA
- Theoretical Ecology Group, Department of Biology, University of Bergen, 9020, Bergen, Norway
- Puget Sound Institute, University of Washington, Tacoma, WA, 98402, USA
| | - Glenn Gailey
- Cetacean EcoSystem Research, Lacey, WA, 98516, USA
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Blanchard AL, Ainsworth L, Gailey G, Demchenko NL, Shcherbakov IA. Benthic studies adjacent to Sakhalin Island, Russia 2015 III: benthic energy density spatial models in the nearshore gray whale feeding area. ENVIRONMENTAL MONITORING AND ASSESSMENT 2022; 194:741. [PMID: 36255557 PMCID: PMC9579071 DOI: 10.1007/s10661-022-10018-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Accepted: 05/25/2021] [Indexed: 05/25/2023]
Abstract
Energy densities of six dominant benthic groups (Actinopterygii, Amphipoda, Bivalvia, Cumacea, Isopoda, and Polychaeta) and total prey energy were modeled for the nearshore western gray whale feeding area, Sakhalin Island, Russia, as part of a multi-disciplinary research program in the summer of 2015. Energy was modeled using generalized additive mixed models (GAMM) with accommodations for zero-inflation (logistic regression and hurdle models) and regression predictions combined with kriging to interpolate energy densities across the nearshore feeding area. Amphipoda energy density was the highest nearshore and in the south whereas Bivalvia energy density was the highest offshore and in the northern portion of the study area. Total energy was the highest in mid-range distances from shore and in the north. Amphipoda energy density was higher than minimum energy estimates defining gray whale feeding habitats (312-442 kJ/m2) in 13% of the nearshore feeding area whereas total prey energy density was higher than the minimum energy requirement in 49% of the habitat. Inverse distance-weighted interpolations of Amphipoda energy provided a broader scale representation of the data whereas kriging estimates were spatially limited but more representative of higher density in the southern portion of the study area. Both methods represented the general trend of higher Amphipoda energy density nearshore but with significant differences that highlight the value of using multiple methods to model patterns in highly complex environments.
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Affiliation(s)
| | | | - Glenn Gailey
- Cetacean EcoSystem Research, Lacey, WA, 98512, USA
| | - Natalia L Demchenko
- A.V. Zhirmunsky National Science Center of Marine Biology, Far East Branch of Russian Academy of Sciences, Vladivostok, Russia
| | - Ilya A Shcherbakov
- A.V. Zhirmunsky National Science Center of Marine Biology, Far East Branch of Russian Academy of Sciences, Vladivostok, Russia
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Aerts L, Jenkerson MR, Nechayuk VE, Gailey G, Racca R, Blanchard AL, Schwarz LK, Melton HR. Seismic surveys near gray whale feeding areas off Sakhalin Island, Russia: assessing impact and mitigation effectiveness. ENVIRONMENTAL MONITORING AND ASSESSMENT 2022; 194:746. [PMID: 36255494 PMCID: PMC9579104 DOI: 10.1007/s10661-022-10016-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/03/2019] [Accepted: 04/21/2021] [Indexed: 05/25/2023]
Abstract
In 2015, two oil and gas companies conducted seismic surveys along the northeast coast of Sakhalin Island, Russia, near western gray whale (Eschrichtius robustus) feeding areas. This population of whales was listed as Critically Endangered at the time of the operations described here but has been reclassified as Endangered since 2018. The number and duration of the 2015 seismic surveys surpassed the level of previous seismic survey activity in this area, elevating concerns regarding disturbance of feeding gray whales and the potential for auditory injury. Exxon Neftegas Limited (ENL) developed a mitigation approach to address these concerns and, more importantly, implemented a comprehensive data collection strategy to assess the effectiveness of this approach. The mitigation approach prioritized completion of the seismic surveys closest to the nearshore feeding area as early in the season as possible, when fewer gray whales would be present. This was accomplished by increasing operational efficiency through the use of multiple seismic vessels and by establishing zones with specific seasonal criteria determining when air gun shutdowns would be implemented. These zones and seasonal criteria were based on pre-season modeled acoustic footprints of the air gun array and on gray whale distribution data collected over the previous 10 years. Real-time acoustic and whale sighting data were instrumental in the implementation of air gun shutdowns. The mitigation effectiveness of these shutdowns was assessed through analyzing short-term behavioral responses and shifts in gray whale distribution due to sound exposure. The overall mitigation strategy of an early survey completion was assessed through bioenergetics models that predict how reduced foraging activity might affect gray whale reproduction and maternal survival. This assessment relied on a total of 17 shore-based and 5 vessel-based teams collecting behavior, distribution, photo-identification, prey, and acoustic data. This paper describes the mitigation approach, the implementation of mitigation measures using real-time acoustic and gray whale location data, and the strategy to assess impacts and mitigation effectiveness.
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Affiliation(s)
| | | | | | - Glenn Gailey
- Cetacean EcoSystem Research, Lacey, WA, 98512, USA
| | - Roberto Racca
- JASCO Applied Sciences, Victoria, BC, V8Z 7X8, Canada
| | | | - Lisa K Schwarz
- Ocean Sciences and Institute of Marine Sciences, University of California, Santa Cruz, CA, 95060, USA
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Schwarz LK, Gailey G, Tyurneva O, Yakovlev Y, Sychenko O, van der Wolf P, Vertyankin VV. Western gray whales on their summer feeding ground off Sakhalin Island in 2015: who is foraging where? ENVIRONMENTAL MONITORING AND ASSESSMENT 2022; 194:738. [PMID: 36255559 PMCID: PMC9579093 DOI: 10.1007/s10661-022-10022-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Accepted: 06/24/2021] [Indexed: 05/31/2023]
Abstract
In the face of cumulative effects of oil and gas activities on the endangered western gray whale, informed management decisions rely on knowledge of gray whale spatial use patterns as a function of demographic group and prey energy. In particular, the gray whale foraging ground off Sakhalin Island consists of two distinct areas (nearshore and offshore) with the offshore feeding area exhibiting markedly high prey energy content. Based on photo-identification data collected from 2002 to 2015, we determined that gray whale use of the offshore feeding area increased with age. Pregnant females were more likely to be sighted only nearshore when nearshore prey energy and the proportion of nearshore energy from amphipods were higher. Likewise, females arriving with calves were less likely to be sighted offshore when the proportion of nearshore energy from amphipods was higher. Photo-identification effort in 2015 was increased substantially, with the intent of maximizing resighting data of individual whales to determine the relative proportion of different demographic groups utilizing the nearshore and offshore feeding areas. Comparing sighting data collected in 2015 with data from all previous years combined, mothers arriving with calves were sighted in the offshore feeding area earlier in 2015, with no evidence that they returned to forage nearshore later in the season. Other reproductive females constituted a higher proportion of the animals foraging nearshore prior to 2015, while juveniles were a higher proportion during 2015. Thus, the offshore feeding area is an important component of the gray whales' annual life cycle, particularly if nearshore prey energy continues to decline, and offshore anthropogenic activities need to be monitored and addressed.
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Affiliation(s)
- Lisa K Schwarz
- Ocean Sciences and Institute of Marine Sciences, University of California, Santa Cruz, CA, 95060, USA.
| | - Glenn Gailey
- Cetacean EcoSystem Research, Lacey, WA, 98516, USA
| | - Olga Tyurneva
- National Science Center of Marine Biology, Far East Branch, Russian Academy of Sciences, Vladivostok, 690041, Russia
| | - Yuri Yakovlev
- National Science Center of Marine Biology, Far East Branch, Russian Academy of Sciences, Vladivostok, 690041, Russia
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Blanchard AL, Demchenko NL, Aerts LAM, Yazvenko SB, Ivin VV, Shcherbakov IA. Benthic studies adjacent to Sakhalin Island, Russia, 2015 I: benthic biomass and community structure in the nearshore gray whale feeding area. ENVIRONMENTAL MONITORING AND ASSESSMENT 2022; 194:743. [PMID: 36255552 PMCID: PMC9579072 DOI: 10.1007/s10661-022-10017-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/12/2019] [Accepted: 05/17/2021] [Indexed: 05/11/2023]
Abstract
Okhotsk or western gray whales feed in summer along the northeastern coast of Sakhalin Island, Russia, a region with oil and gas extraction facilities. Seismic surveys increased sound levels in the nearshore feeding area in 2015 for part of the summer, potentially displacing whales from preferred foraging habitat or reducing foraging efficiency. Since lost foraging opportunities might lead to vital rate effects on this endangered species, detailed benthic surveys were conducted to characterize benthic community biomass patterns and spatial and temporal differences. Benthic biomass demonstrated strong spatial-temporal interactions indicating that prey biomass differences among locations were dependent on sampling period. Of greatest interest, Amphipoda biomass declined from June to October in the northern and southern portions of the nearshore study area but increased in the middle and Actinopterygii biomass increased in the northern area in mid-summer. Water depth and sediment type were significant covariates with community structure, and water depth strongly covaried with bivalve biomass. Total average prey biomass was ~ 100 g/m2 within the nearshore feeding area with no evidence of reduced biomass among sampling periods or locations, although there were fewer amphipods in the south. Multi-prey investigations provide a stronger basis for inferences than single-prey studies of amphipods when gray whales feed on diverse prey. Benthic community-level variability was moderate to high as would be expected for a shallow-water nearshore area. Overall, spatial and temporal changes in dominant macrofauna biomass reflected small to medium-sized effects that were well within the natural boundaries expected for benthic communities.
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Affiliation(s)
| | - Natalia L Demchenko
- A.V. Zhirmunsky National Science Center of Marine Biology, Far East Branch of Russian Academy of Sciences, Vladivostok, Russia
| | | | | | - Victor V Ivin
- L.S. Berg State Research Institute On Lake and River Fisheries, Saint Petersburg, Russia
| | - Ilya A Shcherbakov
- A.V. Zhirmunsky National Science Center of Marine Biology, Far East Branch of Russian Academy of Sciences, Vladivostok, Russia
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McHuron EA, Aerts L, Gailey G, Sychenko O, Costa DP, Mangel M, Schwarz LK. Predicting the population consequences of acoustic disturbance, with application to an endangered gray whale population. ECOLOGICAL APPLICATIONS : A PUBLICATION OF THE ECOLOGICAL SOCIETY OF AMERICA 2021; 31:e02440. [PMID: 34374143 DOI: 10.1002/eap.2440] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2020] [Revised: 02/05/2021] [Accepted: 03/22/2021] [Indexed: 06/13/2023]
Abstract
Acoustic disturbance is a growing conservation concern for wildlife populations because it can elicit physiological and behavioral responses that can have cascading impacts on population dynamics. State-dependent behavioral and life history models implemented via Stochastic Dynamic Programming (SDP) provide a natural framework for quantifying biologically meaningful population changes resulting from disturbance by linking environment, physiology, and metrics of fitness. We developed an SDP model using the endangered western gray whale (Eschrichtius robustus) as a case study because they experience acoustic disturbance on their summer foraging grounds. We modeled the behavior and physiological dynamics of pregnant females as they arrived on the feeding grounds and predicted the probability of female and offspring survival, with and without acoustic disturbance and in the presence/absence of high prey availability. Upon arrival in mid-May, pregnant females initially exhibited relatively random behavior before they transitioned to intensive feeding that resulted in continual fat mass gain until departure. This shift in behavior co-occurred with a change in spatial distribution; early in the season, whales were more equally distributed among foraging areas with moderate to high energy availability, whereas by mid-July whales transitioned to predominate use of the location that had the highest energy availability. Exclusion from energy-rich offshore areas led to reproductive failure and in extreme cases, mortality of adult females that had lasting impacts on population dynamics. Simulated disturbances in nearshore foraging areas had little to no impact on female survival or reproductive success at the population level. At the individual level, the impact of disturbance was unequally distributed across females of different lengths, both with respect to the number of times an individual was disturbed and the impact of disturbance on vital rates. Our results highlight the susceptibility of large capital breeders to reductions in prey availability, and indicate that who, where, and when individuals are disturbed are likely to be important considerations when assessing the impacts of acoustic activities. This model provides a framework to inform planned acoustic disturbances and assess the effectiveness of mitigation strategies for large capital breeders.
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Affiliation(s)
- Elizabeth A McHuron
- Institute of Marine Sciences, University of California, Santa Cruz, California, 95064, USA
- Department of Ecology and Evolutionary Biology, University of California, Santa Cruz, California, 95064, USA
| | | | - Glenn Gailey
- Cetacean EcoSystem Research, Lacey, Washington, 98516, USA
| | - Olga Sychenko
- Cetacean EcoSystem Research, Lacey, Washington, 98516, USA
| | - Daniel P Costa
- Department of Ecology and Evolutionary Biology, University of California, Santa Cruz, California, 95064, USA
| | - Marc Mangel
- Institute of Marine Sciences, University of California, Santa Cruz, California, 95064, USA
- Theoretical Ecology Group, Department of Biology, University of Bergen, Bergen, 9020, Norway
- Puget Sound Institute, University of Washington, Tacoma, Washington, 98402, USA
| | - Lisa K Schwarz
- Institute of Marine Sciences, University of California, Santa Cruz, California, 95064, USA
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Keen EM, Wray J, Hendricks B, O'Mahony É, Picard CR, Alidina H. Determining marine mammal detection functions for a stationary land-based survey site. WILDLIFE RESEARCH 2021. [DOI: 10.1071/wr19232] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Abstract
ContextThe shore-based survey is a common, non-invasive, and low-cost method in marine mammal science, but its scientific applications are currently limited. Such studies typically target populations whose distributions are not random with respect to nearshore sites and involve repeated scans of the same area from single, stationary platforms. These circumstances prohibit the use of classic distance sampling techniques for estimating animal densities or distributions, particularly the derivation of a detection function that describes the probability of detecting targets at various distances from the observer.
AimsHere, we present a technique for estimating land-based detection functions, as well as quantifying uncertainty in their parameterisation, on the basis of the range-specific variability of observations from one scan to the next.
MethodsThis Bayesian technique uses Monte Carlo simulation to determine the likelihood of thousands of candidate detection functions, then conducts weighted sampling to generate a posterior distribution estimate of the detection function parameterisation. We tested the approach with both archival and artificial datasets built from known detection functions that reflect whale and porpoise detectability.
Key resultsWhen the base distribution of targets was random, the whale detection function was estimated without error (i.e. the difference of the median of the posterior and the true value was 0.00), and the porpoise detection function was estimated with an error equal to 4.23% of the true value. When the target base distribution was non-random, estimation error remained low (2.57% for targets concentrated offshore, 1.14% when associated with nearshore habitats). When applied to field observations of humpback whales and Dall’s porpoises from a land-based study in northern British Columbia, Canada, this technique yielded credible results for humpback whales, but appeared to underestimate the detectability of Dall’s porpoises.
ConclusionThe findings presented here indicate that this approach to detection function estimation is appropriate for long-running surveys in which scan regularity is high and the focus is on large, slow-moving, low herd-size, and easily detectable species.
ImplicationsThe derivation of a detection function is a critical step in density estimation. The methodology presented here empowers land-based studies to contribute to quantitative monitoring and assessment of marine mammal populations in coastal habitats.
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Rodkina SA, Kiyashko SI, Demchenko NL. Trophic basis of dominant amphipods in the gray whale feeding grounds near northeastern Sakhalin Island (the Sea of Okhotsk) inferred from fatty acid and stable isotope analyses. MARINE ENVIRONMENTAL RESEARCH 2020; 158:104999. [PMID: 32501268 DOI: 10.1016/j.marenvres.2020.104999] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2019] [Revised: 04/23/2020] [Accepted: 04/24/2020] [Indexed: 06/11/2023]
Abstract
The shelf waters off northeastern Sakhalin Island are the main feeding ground for the endangered western subpopulation of the gray whale Eschrichtius robustus. Amphipods, which dominate the benthic communities, are key dietary sources for the gray whales foraging in this area. To elucidate the trophic base supporting the large local amphipod biomass, fatty acid (FA) compositions and the stable isotope ratios δ13C and δ15N of the five most abundant amphipod species in the area were studied. The FA compositions were unusually similar (85% similarity) across the amphipod species although these species were represented by suspension-feeders, deposit-feeders and carnivores. The FAs of diatom origin predominated in the FA profiles of all amphipods and decreased in accordance with the increase in trophic position as determined by δ15N values and the FA trophic markers of carnivorous feeding. These results suggested that diatoms are the single, main trophic basis that underpins the food web of the feeding grounds on the northeastern Sakhalin shelf. Further studies on factors influencing the local production of large diatoms on the Sakhalin shelf can be important for the prognosis of future changes of foraging resources of the gray whales.
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Affiliation(s)
- Svetlana A Rodkina
- National Scientific Center of Marine Biology FEB RAS, Vladivostok, Russia.
| | - Serguei I Kiyashko
- National Scientific Center of Marine Biology FEB RAS, Vladivostok, Russia
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Dunlop RA, McCauley RD, Noad MJ. Ships and air guns reduce social interactions in humpback whales at greater ranges than other behavioral impacts. MARINE POLLUTION BULLETIN 2020; 154:111072. [PMID: 32319903 DOI: 10.1016/j.marpolbul.2020.111072] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/20/2019] [Revised: 03/11/2020] [Accepted: 03/11/2020] [Indexed: 06/11/2023]
Abstract
Understanding the interactions between human activity in the ocean and marine mammals is a fundamental step to developing responsible mitigation measures and informing policy. Here, the response of migrating humpback whales to vessels towing seismic air gun arrays (on or off) was quantified as a reduction in their likelihood of socially interacting (joining together). Groups were significantly less likely to participate in a joining interaction in the presence of a vessel, regardless of whether or not the air guns were active. This reduction was especially pronounced in groups within a social environment that favored joining, that is, when singing whales or other groups were nearby. Seismic survey mitigation practices are designed primarily to prevent damage to whales' hearing from close-by sources. Here, we found potentially detrimental behavioral changes at much greater ranges, and much lower received levels, than those used for current mitigation recommendations.
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Affiliation(s)
- Rebecca A Dunlop
- Cetacean Ecology and Acoustics Laboratory, School of Veterinary Science, The University of Queensland, Gatton, Queensland 4343, Australia.
| | - Robert D McCauley
- Centre Marine Science and Technology, Curtin University, GPO Box U 1987, Perth 6845, WA, Australia
| | - Michael J Noad
- Cetacean Ecology and Acoustics Laboratory, School of Veterinary Science, The University of Queensland, Gatton, Queensland 4343, Australia
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14
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Gailey G, Sychenko O, Tyurneva O, Yakovlev Y, Vertyankin V, van der Wolf P, Drozdov K, Zhmaev I. Effects of sea ice on growth rates of an endangered population of gray whales. Sci Rep 2020; 10:1553. [PMID: 32005947 PMCID: PMC6994479 DOI: 10.1038/s41598-020-58435-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2019] [Accepted: 01/10/2020] [Indexed: 11/15/2022] Open
Abstract
The western gray whale population is endangered with approximately 175 individuals and 33 known reproductive females. Photo-identification studies were conducted from 2002–2017 during the gray whale foraging season off northeastern Sakhalin Island, Russia. Despite abundant prey resources, significant variation in whales’ body condition, inter-birth intervals and calf survival have been documented with limited understanding of factors that account for the observed variability. We examine sea ice concentrations at their known foraging grounds to define the maximum duration of a “foraging season”. We explore the relationship between foraging season length during a female’s pregnancy and post-weaning calf survival and reproduction. Approximately 77% of the variation in calf survival, which ranged annually from 10–80%, was associated with the duration of the feeding season while the mother was pregnant. Poor body conditions and prolonged inter-birth intervals of western gray whales have also been documented to coincide with shorter duration in feeding seasons found in this study. These results imply that shorter foraging seasons are associated with reduced energy intake by physically limiting the number of days gray whales can forage, and thus sea ice conditions may be one limiting factor affecting growth rates of this endangered population of baleen whales.
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Affiliation(s)
- G Gailey
- Cetacean EcoSystem Research, Olympia, WA, USA.
| | - O Sychenko
- Cetacean EcoSystem Research, Olympia, WA, USA
| | - O Tyurneva
- National Science Center of Marine Biology, Far East Branch, Russian Academy of Sciences, Vladivostok, Russia
| | - Y Yakovlev
- National Science Center of Marine Biology, Far East Branch, Russian Academy of Sciences, Vladivostok, Russia
| | - V Vertyankin
- Kronotsky State Biosphere Reserve, Elizovo, Russia
| | - P van der Wolf
- Consultant to Sakhalin Energy Investment Company, Yuzhno-Sakhalinsk, Russia
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15
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Blanchard AL, Demchenko NL, Aerts LAM, Yazvenko SB, Ivin VV, Shcherbakov I, Melton HR. Prey biomass dynamics in gray whale feeding areas adjacent to northeastern Sakhalin (the Sea of Okhotsk), Russia, 2001-2015. MARINE ENVIRONMENTAL RESEARCH 2019; 145:123-136. [PMID: 30851949 DOI: 10.1016/j.marenvres.2019.02.008] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/12/2018] [Revised: 02/11/2019] [Accepted: 02/17/2019] [Indexed: 05/25/2023]
Abstract
Changing climate patterns strongly influence marine ecosystems across the Pacific Arctic region creating significant ecosystem transitions and change. Macrobenthic species are essential prey for numerous marine mammals and seabirds but the influence of climatic drivers that control macrobenthic community population dynamics are poorly known in critical prey habitats. We investigated associations of environmental, temporal, and climatic covariates with the biomass concentrations of six prey groups (Actinopterygii, Amphipoda, Bivalvia, Cumacea, Isopoda, and Polychaeta) in essential habitats for Korean-Okhotsk (western) gray whales adjacent to northeastern Sakhalin Island in the Sea of Okhotsk. Prey community biomass concentrations were correlated with water depth, year, and climate indices reflecting oceanographic and climatic patterns associated with macro-scale climatological effects. The correlation of prey biomass with water depth and year accounted for ∼90% of total variation in canonical correlation analyses (CCor). Climate indices accounted for ∼10% of total variation in CCor. Water circulation in winter may be particularly important for maintaining populations through the advection of particulate organic carbon entrained in winter currents. Overall, temporal trends in the biomass concentrations of gray whale prey resources appear to reflect climatic and oceanographic factors that are driving ecosystem changes across the Sea of Okhotsk and the Pacific Arctic region.
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Affiliation(s)
| | | | | | | | - Victor V Ivin
- L.S. Berg State Research Institute on Lake and River Fisheries, Saint Petersburg, Russia
| | - Ilya Shcherbakov
- National Scientific Center of Marine Biology FEB RAS, Russia; Far Eastern Federal University, Vladivostok, Russia
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16
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Piwetz S. Common bottlenose dolphin (Tursiops truncatus) behavior in an active narrow seaport. PLoS One 2019; 14:e0211971. [PMID: 30779764 PMCID: PMC6380569 DOI: 10.1371/journal.pone.0211971] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2018] [Accepted: 01/24/2019] [Indexed: 11/18/2022] Open
Abstract
The Galveston Ship Channel (GSC) is a narrow, congested waterway that supports large-scale shipping, commercial fishing, dolphin tourism, and recreation. Human activity and common bottlenose dolphins (Tursiops truncatus) converge in the GSC with potentially negative consequences on the dolphins. Elevated land-based tracking and behavioral observation of dolphins and vessels were conducted along the GSC in June-August 2013 using a digital theodolite. Positional information was used to calculate dolphin movement patterns and proximity to vessels. Log-likelihood ratio and Chi-square contingency tests were used to assess behavioral states, and generalized additive models were used to analyze movement patterns (i.e., swimming speed, reorientation rate, and linearity) relative to endogenous and exogenous factors and vessel presence. Dolphins regularly use the GSC to forage (57% of observed behavioral states) and socialize (27%), and it is not a travel corridor for accessing other favorable sites (traveling = 5%). Dolphin behavior varied significantly based on time of day, group size, calf presence, and general boat presence. When boats were present, the proportion of time dolphins spent socializing and foraging was significantly less than expected by chance. Swimming speeds increased significantly in the presence of small recreational boats, dolphin-watching tour boats, shrimp trawlers, and when tour boats and shrimp trawlers were both present. Reorientation rate increased significantly in the presence of tour boats and trawlers. Dolphin behavioral responses to vessel presence may result in decreased energy consumption due to disrupted foraging activity. Without proper management, the observed behavioral changes may be detrimental to individuals within this population in the short term, with potential long-term consequences to health and survivorship.
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Affiliation(s)
- Sarah Piwetz
- Department of Marine Biology, Texas A&M University at Galveston, Galveston, Texas, United States of America
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17
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Gonçalves MIC, Sousa-Lima RSD, Teixeira NN, Carvalho GH, Danilewicz D, Baumgarten JE. Movement patterns of humpback whales (Megaptera novaeangliae) reoccupying a Brazilian breeding ground. BIOTA NEOTROPICA 2018. [DOI: 10.1590/1676-0611-bn-2018-0567] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Abstract: The population of humpback whales from breeding stock A is increasing, and little is known about the routes used by humpbacks that move north of the main calving area of Brazil, the Abrolhos Bank. The aim of this study was to describe the movements of humpback whales in a reoccupation wintering area (Serra Grande, Bahia state, Brazil) based on land-based surveys to test if movement patterns change during the season and between years, due to group composition, behavioral state, and distance to the coast. The mean leg speed of the groups sighted was 6.88 (±2.92) km/h, and leg speed was positively correlated with distance to the coast. There was an increase in leg speed and distance to the coast with increasing number of escorts in the groups with calves. The mean linearity value for group trajectory was 0.81 (±0.19) and the mean reorientation rate was 25.72 (±19.09) º/min. We observed a predominance of trajectories heading south throughout the study. Groups exhibiting more erratic movements early in the season, and groups moving south showed more linear trajectories than groups moving north, indicating the beginning of their migration back to the feeding grounds. Energy conserving strategies and social context affect the movements of humpback whales in Serra Grande, resulting in the observed patterns of the reoccupation of available and suitable habitat north of Abrolhos. Thereby, special attention should be given managing activities with the potential to disturb or displace whales using the region to calve and breed.
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Affiliation(s)
| | | | | | | | - Daniel Danilewicz
- Universidade Estadual de Santa Cruz, Brasil; Instituto Aqualie, Brasil; Grupo de Estudos de Mamíferos Aquáticos do Rio Grande do Sul, Brasil
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Dunlop RA, Noad MJ, McCauley RD, Kniest E, Slade R, Paton D, Cato DH. A behavioural dose-response model for migrating humpback whales and seismic air gun noise. MARINE POLLUTION BULLETIN 2018; 133:506-516. [PMID: 30041344 DOI: 10.1016/j.marpolbul.2018.06.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2017] [Revised: 03/29/2018] [Accepted: 06/03/2018] [Indexed: 06/08/2023]
Abstract
The behavioural responses of migrating humpback whales to an air gun, a small clustered seismic array and a commercial array were used to develop a dose-response model, accounting for the presence of the vessel, array towpath relative to the migration and social and environmental parameters. Whale groups were more likely to show an avoidance response (increasing their distance from the source) when the received sound exposure level was over 130 dB re 1 μPa2·s and they were within 4 km of the source. The 50% probability of response occurred where received levels were 150-155 dB re 1 μPa2·s and they were within 2.5 km of the source. A small number of whales moving rapidly close to the source vessel did not exhibit an avoidance response at the highest received levels (160-170 dB re 1 μPa2·s) meaning it was not possible to estimate the maximum response threshold.
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Affiliation(s)
- Rebecca A Dunlop
- Cetacean Ecology and Acoustics Laboratory, School of Veterinary Science, The University of Queensland, Gatton, Queensland 4343, Australia.
| | - Michael J Noad
- Cetacean Ecology and Acoustics Laboratory, School of Veterinary Science, The University of Queensland, Gatton, Queensland 4343, Australia
| | | | - Eric Kniest
- School of Engineering, University of Newcastle, Callaghan, NSW, 2308, Australia
| | - Robert Slade
- Blue Planet Marine, P.O. Box 919, Canberra ACT 2614, Australia
| | - David Paton
- Blue Planet Marine, P.O. Box 919, Canberra ACT 2614, Australia
| | - Douglas H Cato
- School of Geosciences, University of Sydney and Defence Science and Technology Group, Sydney, NSW 2006, Australia
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19
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Dunlop RA, Noad MJ, McCauley RD, Kniest E, Slade R, Paton D, Cato DH. The behavioural response of migrating humpback whales to a full seismic airgun array. Proc Biol Sci 2018; 284:rspb.2017.1901. [PMID: 29237853 DOI: 10.1098/rspb.2017.1901] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2017] [Accepted: 11/14/2017] [Indexed: 11/12/2022] Open
Abstract
Despite concerns on the effects of noise from seismic survey airguns on marine organisms, there remains uncertainty as to the biological significance of any response. This study quantifies and interprets the response of migrating humpback whales (Megaptera novaeangliae) to a 3130 in3 (51.3l) commercial airgun array. We compare the behavioural responses to active trials (array operational; n = 34 whale groups), with responses to control trials (source vessel towing the array while silent; n = 33) and baseline studies of normal behaviour in the absence of the vessel (n = 85). No abnormal behaviours were recorded during the trials. However, in response to the active seismic array and the controls, the whales displayed changes in behaviour. Changes in respiration rate were of a similar magnitude to changes in baseline groups being joined by other animals suggesting any change group energetics was within their behavioural repertoire. However, the reduced progression southwards in response to the active treatments, for some cohorts, was below typical migratory speeds. This response was more likely to occur within 4 km from the array at received levels over 135 dB re 1 µPa2s.
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Affiliation(s)
- Rebecca A Dunlop
- School of Veterinary Science, The University of Queensland, Gatton, Queensland 4343, Australia
| | - Michael J Noad
- School of Veterinary Science, The University of Queensland, Gatton, Queensland 4343, Australia
| | - Robert D McCauley
- Curtin University, GPO Box U 1987, Perth, Western Australia 6845, Australia
| | - Eric Kniest
- School of Engineering, University of Newcastle, Callaghan, New South Wales 2308, Australia
| | - Robert Slade
- Blue Planet Marine, PO Box 919, Canberra, Australian Capital Territory 2614, Australia
| | - David Paton
- Blue Planet Marine, PO Box 919, Canberra, Australian Capital Territory 2614, Australia
| | - Douglas H Cato
- School of Geosciences, University of Sydney and Defence Science and Technology Group, Sydney, New South Wales 2006, Australia
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20
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Pichegru L, Nyengera R, McInnes AM, Pistorius P. Avoidance of seismic survey activities by penguins. Sci Rep 2017; 7:16305. [PMID: 29176687 PMCID: PMC5701127 DOI: 10.1038/s41598-017-16569-x] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2017] [Accepted: 11/15/2017] [Indexed: 11/09/2022] Open
Abstract
Seismic surveys in search for oil or gas under the seabed, produce the most intense man-made ocean noise with known impacts on invertebrates, fish and marine mammals. No evidence to date exists, however, about potential impacts on seabirds. Penguins may be expected to be particularly affected by loud underwater sounds, due to their largely aquatic existence. This study investigated the behavioural response of breeding endangered African Penguins Spheniscus demersus to seismic surveys within 100 km of their colony in South Africa, using a multi-year GPS tracking dataset. Penguins showed a strong avoidance of their preferred foraging areas during seismic activities, foraging significantly further from the survey vessel when in operation, while increasing their overall foraging effort. The birds reverted to normal behaviour when the operation ceased, although longer-term repercussions on hearing capacities cannot be precluded. The rapid industrialization of the oceans has increased levels of underwater anthropogenic noises globally, a growing concern for a wide range of taxa, now also including seabirds. African penguin numbers have decreased by 70% in the last 10 years, a strong motivation for precautionary management decisions, including the exclusion of seismic exploratory activities within at least 100 km of their breeding colonies.
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Affiliation(s)
- Lorien Pichegru
- DST/NRF Centre of Excellence at the Percy FitzPatrick Institute for African Ornithology, Institute for Coastal and Marine Research and Department of Zoology, Nelson Mandela University, Port Elizabeth, South Africa.
| | - Reason Nyengera
- DST/NRF Centre of Excellence at the Percy FitzPatrick Institute for African Ornithology, Institute for Coastal and Marine Research and Department of Zoology, Nelson Mandela University, Port Elizabeth, South Africa
- Seabird Division, BirdLife South Africa, Cape Town, South Africa
| | - Alistair M McInnes
- DST/NRF Centre of Excellence at the Percy FitzPatrick Institute for African Ornithology, Institute for Coastal and Marine Research and Department of Zoology, Nelson Mandela University, Port Elizabeth, South Africa
| | - Pierre Pistorius
- DST/NRF Centre of Excellence at the Percy FitzPatrick Institute for African Ornithology, Institute for Coastal and Marine Research and Department of Zoology, Nelson Mandela University, Port Elizabeth, South Africa
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21
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Villegas-Amtmann S, Schwarz LK, Gailey G, Sychenko O, Costa DP. East or west: the energetic cost of being a gray whale and the consequence of losing energy to disturbance. ENDANGER SPECIES RES 2017. [DOI: 10.3354/esr00843] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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22
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Gailey G, Sychenko O, McDonald T, Racca R, Rutenko A, Bröker K. Behavioural responses of western gray whales to a 4-D seismic survey off northeastern Sakhalin Island, Russia. ENDANGER SPECIES RES 2016. [DOI: 10.3354/esr00713] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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23
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Review of the Effects of Offshore Seismic Surveys in Cetaceans: Are Mass Strandings a Possibility? ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2016; 875:133-43. [DOI: 10.1007/978-1-4939-2981-8_16] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/17/2023]
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24
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Muir JE, Ainsworth L, Joy R, Racca R, Bychkov Y, Gailey G, Vladimirov V, Starodymov S, Bröker K. Distance from shore as an indicator of disturbance of gray whales during a seismic survey off Sakhalin Island, Russia. ENDANGER SPECIES RES 2015. [DOI: 10.3354/esr00701] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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25
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Muir JE, Joy R, Bychkov Y, Bröker K, Gailey G, Vladmirov V, Starodymov S, Yakovlev Y. Delineation of a coastal gray whale feeding area using opportunistic and systematic survey effort. ENDANGER SPECIES RES 2015. [DOI: 10.3354/esr00705] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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26
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Racca R, Austin M, Rutenko A, Bröker K. Monitoring the gray whale sound exposure mitigation zone and estimating acoustic transmission during a 4-D seismic survey, Sakhalin Island, Russia. ENDANGER SPECIES RES 2015. [DOI: 10.3354/esr00703] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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27
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Guan S, Vignola J, Judge J, Turo D. Airgun inter-pulse noise field during a seismic survey in an Arctic ultra shallow marine environment. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2015; 138:3447-3457. [PMID: 26723302 DOI: 10.1121/1.4936904] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Offshore oil and gas exploration using seismic airguns generates intense underwater pulses that could cause marine mammal hearing impairment and/or behavioral disturbances. However, few studies have investigated the resulting multipath propagation and reverberation from airgun pulses. This research uses continuous acoustic recordings collected in the Arctic during a low-level open-water shallow marine seismic survey, to measure noise levels between airgun pulses. Two methods were used to quantify noise levels during these inter-pulse intervals. The first, based on calculating the root-mean-square sound pressure level in various sub-intervals, is referred to as the increment computation method, and the second, which employs the Hilbert transform to calculate instantaneous acoustic amplitudes, is referred to as the Hilbert transform method. Analyses using both methods yield similar results, showing that the inter-pulse sound field exceeds ambient noise levels by as much as 9 dB during relatively quiet conditions. Inter-pulse noise levels are also related to the source distance, probably due to the higher reverberant conditions of the very shallow water environment. These methods can be used to quantify acoustic environment impacts from anthropogenic transient noises (e.g., seismic pulses, impact pile driving, and sonar pings) and to address potential acoustic masking affecting marine mammals.
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Affiliation(s)
- Shane Guan
- Office of Protected Resources, National Marine Fisheries Service, 1315 East-West Highway, SSMC-3 Suite 13826, Silver Spring, Maryland 20910, USA
| | - Joseph Vignola
- Department of Mechanical Engineering, The Catholic University of America, 620 Michigan Avenue NE, Washington, DC 20064, USA
| | - John Judge
- Department of Mechanical Engineering, The Catholic University of America, 620 Michigan Avenue NE, Washington, DC 20064, USA
| | - Diego Turo
- Department of Mechanical Engineering, The Catholic University of America, 620 Michigan Avenue NE, Washington, DC 20064, USA
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28
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Bröker K, Gailey G, Muir J, Racca R. Monitoring and impact mitigation during a 4D seismic survey near a population of gray whales off Sakhalin Island, Russia. ENDANGER SPECIES RES 2015. [DOI: 10.3354/esr00670] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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29
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Shannon G, McKenna MF, Angeloni LM, Crooks KR, Fristrup KM, Brown E, Warner KA, Nelson MD, White C, Briggs J, McFarland S, Wittemyer G. A synthesis of two decades of research documenting the effects of noise on wildlife. Biol Rev Camb Philos Soc 2015; 91:982-1005. [DOI: 10.1111/brv.12207] [Citation(s) in RCA: 392] [Impact Index Per Article: 43.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2014] [Revised: 05/28/2015] [Accepted: 06/05/2015] [Indexed: 11/29/2022]
Affiliation(s)
- Graeme Shannon
- Department of Fish, Wildlife, and Conservation Biology; Colorado State University; Fort Collins CO 80523 U.S.A
| | - Megan F. McKenna
- Natural Sounds and Night Skies Division; National Park Service; Fort Collins CO 80525 U.S.A
| | - Lisa M. Angeloni
- Department of Biology; Colorado State University; Fort Collins CO 80523 U.S.A
| | - Kevin R. Crooks
- Department of Fish, Wildlife, and Conservation Biology; Colorado State University; Fort Collins CO 80523 U.S.A
| | - Kurt M. Fristrup
- Natural Sounds and Night Skies Division; National Park Service; Fort Collins CO 80525 U.S.A
| | - Emma Brown
- Natural Sounds and Night Skies Division; National Park Service; Fort Collins CO 80525 U.S.A
| | - Katy A. Warner
- Department of Fish, Wildlife, and Conservation Biology; Colorado State University; Fort Collins CO 80523 U.S.A
| | - Misty D. Nelson
- Department of Fish, Wildlife, and Conservation Biology; Colorado State University; Fort Collins CO 80523 U.S.A
| | - Cecilia White
- Department of Fish, Wildlife, and Conservation Biology; Colorado State University; Fort Collins CO 80523 U.S.A
| | - Jessica Briggs
- Department of Fish, Wildlife, and Conservation Biology; Colorado State University; Fort Collins CO 80523 U.S.A
| | - Scott McFarland
- Department of Fish, Wildlife, and Conservation Biology; Colorado State University; Fort Collins CO 80523 U.S.A
| | - George Wittemyer
- Department of Fish, Wildlife, and Conservation Biology; Colorado State University; Fort Collins CO 80523 U.S.A
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30
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Seismic surveys negatively affect humpback whale singing activity off northern Angola. PLoS One 2014; 9:e86464. [PMID: 24618836 PMCID: PMC3949672 DOI: 10.1371/journal.pone.0086464] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2011] [Accepted: 12/13/2013] [Indexed: 11/29/2022] Open
Abstract
Passive acoustic monitoring was used to document the presence of singing humpback whales off the coast of Northern Angola, and opportunistically test for the effect of seismic survey activity in the vicinity on the number of singing whales. Two Marine Autonomous Recording Units (MARUs) were deployed between March and December 2008 in the offshore environment. Song was first heard in mid June and continued through the remaining duration of the study. Seismic survey activity was heard regularly during two separate periods, consistently throughout July and intermittently in mid-October/November. Numbers of singers were counted during the first ten minutes of every hour for the period from 24 May to 1 December, and Generalized Additive Mixed Models (GAMMs) were used to assess the effect of survey day (seasonality), hour (diel variation), moon phase and received levels of seismic survey pulses (measured from a single pulse during each ten-minute sampled period) on singer number. Application of GAMMs indicated significant seasonal variation, which was the most pronounced effect when assessing the full dataset across the entire season (p<0.001); however seasonality almost entirely dropped out of top-ranked models when applied to a reduced dataset during the July period of seismic survey activity. Diel variation was significant in both the full and reduced datasets (from p<0.01 to p<0.05) and often included in the top-ranked models. The number of singers significantly decreased with increasing received level of seismic survey pulses (from p<0.01 to p<0.05); this explanatory variable was included among the top ranked models for one MARU in the full dataset and both MARUs in the reduced dataset. This suggests that the breeding display of humpback whales is disrupted by seismic survey activity, and thus merits further attention and study, and potentially conservation action in the case of sensitive breeding populations.
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31
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Thompson PM, Brookes KL, Graham IM, Barton TR, Needham K, Bradbury G, Merchant ND. Short-term disturbance by a commercial two-dimensional seismic survey does not lead to long-term displacement of harbour porpoises. Proc Biol Sci 2013; 280:20132001. [PMID: 24089338 PMCID: PMC3790491 DOI: 10.1098/rspb.2013.2001] [Citation(s) in RCA: 63] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2013] [Accepted: 09/11/2013] [Indexed: 11/12/2022] Open
Abstract
Assessments of the impact of offshore energy developments are constrained because it is not known whether fine-scale behavioural responses to noise lead to broader-scale displacement of protected small cetaceans. We used passive acoustic monitoring and digital aerial surveys to study changes in the occurrence of harbour porpoises across a 2000 km(2) study area during a commercial two-dimensional seismic survey in the North Sea. Acoustic and visual data provided evidence of group responses to airgun noise from the 470 cu inch array over ranges of 5-10 km, at received peak-to-peak sound pressure levels of 165-172 dB re 1 µPa and sound exposure levels (SELs) of 145-151 dB re 1 µPa(2) s(-1). However, animals were typically detected again at affected sites within a few hours, and the level of response declined through the 10 day survey. Overall, acoustic detections decreased significantly during the survey period in the impact area compared with a control area, but this effect was small in relation to natural variation. These results demonstrate that prolonged seismic survey noise did not lead to broader-scale displacement into suboptimal or higher-risk habitats, and suggest that impact assessments should focus on sublethal effects resulting from changes in foraging performance of animals within affected sites.
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Affiliation(s)
- Paul M. Thompson
- Lighthouse Field Station, Institute of Biological and Environmental Sciences, University of Aberdeen, Cromarty IV 11 8YL, UK
| | - Kate L. Brookes
- Lighthouse Field Station, Institute of Biological and Environmental Sciences, University of Aberdeen, Cromarty IV 11 8YL, UK
| | - Isla M. Graham
- Lighthouse Field Station, Institute of Biological and Environmental Sciences, University of Aberdeen, Cromarty IV 11 8YL, UK
| | - Tim R. Barton
- Lighthouse Field Station, Institute of Biological and Environmental Sciences, University of Aberdeen, Cromarty IV 11 8YL, UK
| | - Keith Needham
- Kongsberg Maritime Ltd, 11 The Briars, Waterberry Drive, Waterlooville, Hampshire PO7 7YH, UK
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Robertson FC, Koski WR, Thomas TA, Richardson WJ, Würsig B, Trites AW. Seismic operations have variable effects on dive-cycle behavior of bowhead whales in the Beaufort Sea. ENDANGER SPECIES RES 2013. [DOI: 10.3354/esr00515] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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Development and implementation of criteria for exposure of Western gray whales to oil and gas industry noise. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2012. [PMID: 22278556 DOI: 10.1007/978-1-4419-7311-5_119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register]
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Yazvenko SB, McDonald TL, Blokhin SA, Johnson SR, Melton HR, Newcomer MW, Nielson R, Wainwright PW. Feeding of western gray whales during a seismic survey near Sakhalin Island, Russia. ENVIRONMENTAL MONITORING AND ASSESSMENT 2007; 134:93-106. [PMID: 17680334 PMCID: PMC2798041 DOI: 10.1007/s10661-007-9810-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/21/2006] [Accepted: 04/11/2007] [Indexed: 05/16/2023]
Abstract
Exxon Neftegas Limited, as operator of the Sakhalin-1 consortium, is developing oil and gas reserves on the continental shelf off northeast Sakhalin Island, Russia. DalMorNefteGeofizika (DMNG) on behalf of the Sakhalin-1 consortium conducted a 3-D seismic survey of the Odoptu license area during 17 August-9 September 2001. A portion of the primary feeding area of the endangered western gray whale (Eschrichtius robustus) is located in the vicinity of the seismic survey. This paper presents data to assess whether western gray whale bottom feeding activity, as indicated by visible mud plumes, was affected by seismic operations. The mitigation and monitoring program associated with the seismic survey included aerial surveys during 19 July-19 November 2001. These aerial surveys documented the local and regional distribution, abundance, and bottom feeding activity of western gray whales. Data on gray whale feeding activity before, during and after the seismic survey were collected, with the whales assumed to be feeding on the benthos if mud plumes were observed on the surface. The data were used to assess the influence of seismic survey and other factors (including environmental) on feeding activity of western gray whales. A stepwise multiple regression analysis failed to find a statistically significant effect (alpha = 0.05) of the seismic survey on frequency of occurrence of mud plumes of western gray whales used as a proxy to evaluate bottom feeding activity in Piltun feeding area. The regression indicated that transect number (a proxy for water depth, related to distance from shore) and swell height (a proxy for sea state) were the only variables that had a significant effect on frequency of whale mud plumes. It is concluded that the 2001 seismic survey had no measurable effect (alpha = 0.05) on bottom feeding activity of western gray whales off Sakhalin Island.
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Affiliation(s)
- S B Yazvenko
- LGL Limited, environmental research associates, 9768 Second Street, Sidney, BC, V8L 3Y8, Canada.
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Yazvenko SB, McDonald TL, Blokhin SA, Johnson SR, Meier SK, Melton HR, Newcomer MW, Nielson RM, Vladimirov VL, Wainwright PW. Distribution and abundance of western gray whales during a seismic survey near Sakhalin Island, Russia. ENVIRONMENTAL MONITORING AND ASSESSMENT 2007; 134:45-73. [PMID: 17899420 PMCID: PMC2798020 DOI: 10.1007/s10661-007-9809-9] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/21/2006] [Accepted: 04/20/2007] [Indexed: 05/17/2023]
Abstract
Exxon Neftegas Limited, operator of the Sakhalin-1 consortium, is developing oil and gas reserves on the continental shelf off northeast Sakhalin Island, Russia. DalMorNefteGeofizika (DMNG), on behalf of the Sakhalin-1 consortium, conducted a 3-D seismic survey of the Odoptu license area during 17 August-9 September 2001. A portion of the primary known feeding area of the endangered western gray whale (Eschrichtius robustus) is located adjacent to the seismic block. The data presented here were collected as part of daily monitoring to determine if there was any measurable effect of the seismic survey on the distribution and abundance of western gray whales. Mitigation and monitoring program included aerial surveys conducted between 19 July and 19 November using the methodology outlined by the Southern California High Energy Seismic Survey team (HESS). These surveys provided documentation of the distribution, abundance and bottom feeding activity of western gray whales in relation to seismic survey sounds. From an operations perspective, the aerial surveys provided near real-time data on the location of whales in and outside the feeding area, and documented whether whales were displaced out of an area normally used as feeding habitat. The objectives of this study were to assess (a) temporal changes in the distribution and abundance of gray whales in relation to seismic survey, and (b) the influence of seismic survey, environmental factors, and other variables on the distribution and abundance of gray whales within their preferred feeding area adjacent to Piltun Bay. Multiple regression analysis revealed a limited redistribution of gray whales southward within the Piltun feeding area when the seismic survey was fully operational. A total of five environmental and other variables unrelated to seismic survey (date and proxies of depth, sea state and visibility) and one seismic survey-related variable (seg3d, i.e., received sound energy accumulated over 3 days) had statistically significant effects on the distribution and abundance of gray whales. The distribution of two to four gray whales observed on the surface (i.e., about five to ten whales in total) has likely been affected by the seismic survey. However, the total number of gray whales observed within the Piltun feeding area remained stable during the seismic survey.
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Affiliation(s)
- S B Yazvenko
- LGL Limited, Environmental Research Associates, 9768 Second Street, Sidney, BC, V8L 3Y8, Canada.
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Johnson SR, Richardson WJ, Yazvenko SB, Blokhin SA, Gailey G, Jenkerson MR, Meier SK, Melton HR, Newcomer MW, Perlov AS, Rutenko SA, Würsig B, Martin CR, Egging DE. A western gray whale mitigation and monitoring program for a 3-D seismic survey, Sakhalin Island, Russia. ENVIRONMENTAL MONITORING AND ASSESSMENT 2007; 134:1-19. [PMID: 17657576 PMCID: PMC2798040 DOI: 10.1007/s10661-007-9813-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/20/2006] [Accepted: 03/29/2007] [Indexed: 05/16/2023]
Abstract
The introduction of anthropogenic sounds into the marine environment can impact some marine mammals. Impacts can be greatly reduced if appropriate mitigation measures and monitoring are implemented. This paper concerns such measures undertaken by Exxon Neftegas Limited, as operator of the Sakhalin-1 Consortium, during the Odoptu 3-D seismic survey conducted during 17 August-9 September 2001. The key environmental issue was protection of the critically endangered western gray whale (Eschrichtius robustus), which feeds in summer and fall primarily in the Piltun feeding area off northeast Sakhalin Island. Existing mitigation and monitoring practices for seismic surveys in other jurisdictions were evaluated to identify best practices for reducing impacts on feeding activity by western gray whales. Two buffer zones were established to protect whales from physical injury or undue disturbance during feeding. A 1 km buffer protected all whales from exposure to levels of sound energy potentially capable of producing physical injury. A 4-5 km buffer was established to avoid displacing western gray whales from feeding areas. Trained Marine Mammal Observers (MMOs) on the seismic ship Nordic Explorer had the authority to shut down the air guns if whales were sighted within these buffers. Additional mitigation measures were also incorporated: Temporal mitigation was provided by rescheduling the program from June-August to August-September to avoid interference with spring arrival of migrating gray whales. The survey area was reduced by 19% to avoid certain waters <20 m deep where feeding whales concentrated and where seismic acquisition was a lower priority. The number of air guns and total volume of the air guns were reduced by about half (from 28 to 14 air guns and from 3,390 in(3) to 1,640 in(3)) relative to initial plans. "Ramp-up" (="soft-start") procedures were implemented. Monitoring activities were conducted as needed to implement some mitigation measures, and to assess residual impacts. Aerial and vessel-based surveys determined the distribution of whales before, during and after the seismic survey. Daily aerial reconnaissance helped verify whale-free areas and select the sequence of seismic lines to be surveyed. A scout vessel with MMOs aboard was positioned 4 km shoreward of the active seismic vessel to provide better visual coverage of the 4-5 km buffer and to help define the inshore edge of the 4-5 km buffer. A second scout vessel remained near the seismic vessel. Shore-based observers determined whale numbers, distribution, and behavior during and after the seismic survey. Acoustic monitoring documented received sound levels near and in the main whale feeding area. Statistical analyses of aerial survey data indicated that about 5-10 gray whales moved away from waters near (inshore of) the seismic survey during seismic operations. They shifted into the core gray whale feeding area farther south, and the proportion of gray whales observed feeding did not change over the study period. Five shutdowns of the air guns were invoked for gray whales seen within or near the buffer. A previously unknown gray whale feeding area (the Offshore feeding area) was discovered south and offshore from the nearshore Piltun feeding area. The Offshore area has subsequently been shown to be used by feeding gray whales during several years when no anthropogenic activity occurred near the Piltun feeding area.Shore-based counts indicated that whales continued to feed inshore of the Odoptu block throughout the seismic survey, with no significant correlation between gray whale abundance and seismic activity. Average values of most behavioral parameters were similar to those without seismic surveys. Univariate analysis showed no correlation between seismic sound levels and any behavioral parameter. Multiple regression analyses indicated that, after allowance for environmental covariates, 5 of 11 behavioral parameters were statistically correlated with estimated seismic survey-related variables; 6 of 11 behavioral parameters were not statistically correlated with seismic survey-related variables. Behavioral parameters that were correlated with seismic variables were transient and within the range of variation attributable to environmental effects. Acoustic monitoring determined that the 4-5 km buffer zone, in conjunction with reduction of the air gun array to 14 guns and 1,640 in(3), was effective in limiting sound exposure. Within the Piltun feeding area, these mitigation measures were designed to insure that western gray whales were not exposed to received levels exceeding the 163 dB re 1 microPa (rms) threshold. This was among the most complex and intensive mitigation programs ever conducted for any marine mammal. It provided valuable new information about underwater sounds and gray whale responses during a nearshore seismic program that will be useful in planning future work. Overall, the efforts in 2001 were successful in reducing impacts to levels tolerable by western gray whales. Research in 2002-2005 suggested no biologically significant or population-level impacts of the 2001 seismic survey.
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Affiliation(s)
- S R Johnson
- LGL Limited, Environmental Research Associates, 9768 Second Street, Sidney, BC, V8L 3Y8, Canada.
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