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Decadal Assessment of Sperm Whale Site-Specific Abundance Trends in the Northern Gulf of Mexico Using Passive Acoustic Data. JOURNAL OF MARINE SCIENCE AND ENGINEERING 2021. [DOI: 10.3390/jmse9050454] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Passive acoustic monitoring has been successfully used to study deep-diving marine mammal populations. To assess regional population trends of sperm whales in the northern Gulf of Mexico (GoM), including impacts of the Deepwater Horizon platform oil spill in 2010, the Littoral Acoustic Demonstration Center-Gulf Ecological Monitoring and Modeling (LADC-GEMM) consortium collected broadband acoustic data in the Mississippi Valley/Canyon area between 2007 and 2017 using bottom-anchored moorings. These data allow the inference of short-term and long-term variations in site-specific abundances of sperm whales derived from their acoustic activity. A comparison is made between the abundances of sperm whales at specific sites in different years before and after the oil spill by estimating the regional abundance density. The results show that sperm whales were present in the region throughout the entire monitoring period. A habitat preference shift was observed for sperm whales after the 2010 oil spill with higher activities at sites farther away from the spill site. A comparison of the 2007 and 2015 results shows that the overall regional abundance of sperm whales did not recover to pre-spill levels. The results indicate that long-term spatially distributed acoustic monitoring is critical in characterizing sperm whale population changes and in understanding how environmental stressors impact regional abundances and the habitat use of sperm whales.
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Bøttcher A, Gero S, Beedholm K, Whitehead H, Madsen PT. Variability of the inter-pulse interval in sperm whale clicks with implications for size estimation and individual identification. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2018; 144:365. [PMID: 30075661 DOI: 10.1121/1.5047657] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2017] [Accepted: 07/05/2018] [Indexed: 06/08/2023]
Abstract
Sperm whales generate multi-pulsed clicks for echolocation and communication with an inter-pulse interval (IPI) determined by the size of their hypertrophied sound producing nose. The IPI has therefore been used to estimate body size and distinguish between individuals, and it has been hypothesized that conspecifics may use IPIs to recognize each other. However, the degree to which IPIs vary within individuals has not explicitly been tested, and therefore the inherent precision of this measure and its applicability for size estimation for researchers and sperm whales alike remain unknown. Here, the variability in IPI from both animal-borne Dtags and far-field recordings from echolocating and communicating sperm whales is quantified. Three different automatic methods (envelope, cepstrum, and cross-correlation) are tested and it is found that the envelope approach results in the least dispersion. Furthermore, it is shown that neither growth, depth, nor recording aspect fully explains the observed variability among clicks recorded from the same individual. It is proposed that dynamics in the soft structures of the nose are affecting IPIs, resulting in a variation of approximately 0.2 ms. Therefore, it is recommended that this variation be considered in IPI studies and that IPIs may have limited functionality as an identity cue among large groups of conspecifics.
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Affiliation(s)
- Anne Bøttcher
- Department of Bioscience, Zoophysiology, Aarhus University, Denmark
| | - Shane Gero
- Department of Bioscience, Zoophysiology, Aarhus University, Denmark
| | | | - Hal Whitehead
- Department of Biology, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Peter T Madsen
- Aarhus Institute of Advanced Studies, Høegh-Guldbergs Gade 6B, DK-8000 Aarhus C, Denmark
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Miller BS, Miller EJ. The seasonal occupancy and diel behaviour of Antarctic sperm whales revealed by acoustic monitoring. Sci Rep 2018; 8:5429. [PMID: 29615756 PMCID: PMC5882826 DOI: 10.1038/s41598-018-23752-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2017] [Accepted: 03/20/2018] [Indexed: 11/30/2022] Open
Abstract
The seasonal occupancy and diel behaviour of sperm whales (Physeter macrocephalus) was investigated using data from long-term acoustic recorders deployed off east Antarctica. An automated method for investigating acoustic presence of sperm whales was developed, characterised, and applied to multi-year acoustic datasets at three locations. Instead of focusing on the acoustic properties of detected clicks, the method relied solely on the inter-click-interval (ICI) for determining presence within an hour-long recording. Parameters for our classifier were informed by knowledge of typical vocal behaviour of sperm whales. Sperm whales were detected predominantly from Dec-Feb, occasionally in Nov, Mar, Apr, and May, but never in the Austral winter or early spring months. Ice cover was found to have a statistically significant negative effect on sperm whale presence. In ice-free months sperm whales were detected more often during daylight hours and were seldom detected at night, and this effect was also statistically significant. Seasonal presence at the three east Antarctic recording sites were in accord with what has been inferred from 20th century whale catches off western Antarctica and from stomach contents of whales caught off South Africa.
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Affiliation(s)
- Brian S Miller
- Australian Antarctic Division, Kingston, Tasmania, Australia.
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Miller BS, Calderan S, Gillespie D, Weatherup G, Leaper R, Collins K, Double MC. Software for real-time localization of baleen whale calls using directional sonobuoys: A case study on Antarctic blue whales. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2016; 139:EL83-EL89. [PMID: 27036292 DOI: 10.1121/1.4943627] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Directional frequency analysis and recording (DIFAR) sonobuoys can allow real-time acoustic localization of baleen whales for underwater tracking and remote sensing, but limited availability of hardware and software has prevented wider usage. These software limitations were addressed by developing a module in the open-source software PAMGuard. A case study is presented demonstrating that this software provides greater efficiency and accessibility than previous methods for detecting, localizing, and tracking Antarctic blue whales in real time. Additionally, this software can easily be extended to track other low and mid frequency sounds including those from other cetaceans, pinnipeds, icebergs, shipping, and seismic airguns.
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Affiliation(s)
- Brian S Miller
- Australian Marine Mammal Centre, Australian Antarctic Division, Kingston, Tasmania, Australia
| | - Susannah Calderan
- Australian Marine Mammal Centre, Australian Antarctic Division, Kingston, Tasmania, Australia
| | - Douglas Gillespie
- Sea Mammal Research Unit, Scottish Oceans Institute, University of St. Andrews, St. Andrews, Scotland
| | | | - Russell Leaper
- School of Biological Sciences, University of Aberdeen, Tillydrone Avenue, Aberdeen, United Kingdom , , , , , ,
| | - Kym Collins
- Australian Marine Mammal Centre, Australian Antarctic Division, Kingston, Tasmania, Australia
| | - Michael C Double
- Australian Marine Mammal Centre, Australian Antarctic Division, Kingston, Tasmania, Australia
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Caruso F, Sciacca V, Bellia G, De Domenico E, Larosa G, Papale E, Pellegrino C, Pulvirenti S, Riccobene G, Simeone F, Speziale F, Viola S, Pavan G. Size Distribution of Sperm Whales Acoustically Identified during Long Term Deep-Sea Monitoring in the Ionian Sea. PLoS One 2015; 10:e0144503. [PMID: 26675588 PMCID: PMC4682957 DOI: 10.1371/journal.pone.0144503] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2015] [Accepted: 11/19/2015] [Indexed: 11/18/2022] Open
Abstract
The sperm whale (Physeter macrocephalus) emits a typical short acoustic signal, defined as a "click", almost continuously while diving. It is produced in different time patterns to acoustically explore the environment and communicate with conspecifics. Each emitted click has a multi-pulse structure, resulting from the production of the sound within the sperm whale's head. A Stable Inter Pulse Interval (Stable IPI) can be identified among the pulses that compose a single click. Applying specific algorithms, the measurement of this interval provides useful information to assess the total length of the animal recorded. In January 2005, a cabled hydrophone array was deployed at a depth of 2,100 m in the Central Mediterranean Sea, 25 km offshore Catania (Ionian Sea). The acoustic antenna, named OνDE (Ocean noise Detection Experiment), was in operation until November 2006. OνDE provided real time acoustic data used to perform Passive Acoustic Monitoring (PAM) of cetacean sound emissions. In this work, an innovative approach was applied to automatically measure the Stable IPI of the clicks, performing a cepstrum analysis to the energy (square amplitude) of the signals. About 2,100 five-minute recordings were processed to study the size distribution of the sperm whales detected during the OνDE long term deep-sea acoustic monitoring. Stable IPIs were measured in the range between 2.1 ms and 6.4 ms. The equations of Gordon (1991) and of Growcott (2011) were used to convert the IPIs into measures of size. The results revealed that the sperm whales recorded were distributed in length from about 7.5 m to 14 m. The size category most represented was from 9 m to 12 m (adult females or juvenile males) and specimens longer than 14 m (old males) seemed to be absent.
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Affiliation(s)
- Francesco Caruso
- Dipartimento di Scienze Biologiche e Ambientali, University of Messina, Messina, Italy
- Istituto Nazionale di Fisica Nucleare (INFN)—Laboratori Nazionali del Sud, Catania, Italy
| | - Virginia Sciacca
- Dipartimento di Scienze Biologiche e Ambientali, University of Messina, Messina, Italy
- Istituto Nazionale di Fisica Nucleare (INFN)—Laboratori Nazionali del Sud, Catania, Italy
| | - Giorgio Bellia
- Istituto Nazionale di Fisica Nucleare (INFN)—Laboratori Nazionali del Sud, Catania, Italy
- Dipartimento di Fisica ed Astronomia, University of Catania, Catania, Italy
| | - Emilio De Domenico
- Dipartimento di Scienze Biologiche e Ambientali, University of Messina, Messina, Italy
| | - Giuseppina Larosa
- Istituto Nazionale di Fisica Nucleare (INFN)—Laboratori Nazionali del Sud, Catania, Italy
| | - Elena Papale
- Bioacoustics Lab, IAMC Capo Granitola, National Research Council, Torretta Granitola (TP), Italy
| | - Carmelo Pellegrino
- Istituto Nazionale di Fisica Nucleare (INFN)—Bologna, Bologna, Italy
- Dipartimento di Fisica ed Astronomia, University of Bologna, Bologna, Italy
| | - Sara Pulvirenti
- Istituto Nazionale di Fisica Nucleare (INFN)—Laboratori Nazionali del Sud, Catania, Italy
| | - Giorgio Riccobene
- Istituto Nazionale di Fisica Nucleare (INFN)—Laboratori Nazionali del Sud, Catania, Italy
| | | | - Fabrizio Speziale
- Istituto Nazionale di Fisica Nucleare (INFN)—Laboratori Nazionali del Sud, Catania, Italy
| | - Salvatore Viola
- Istituto Nazionale di Fisica Nucleare (INFN)—Laboratori Nazionali del Sud, Catania, Italy
| | - Gianni Pavan
- Centro Interdisciplinare di Bioacustica e Ricerche Ambientali (CIBRA), Dipartimento di Scienze della Terra e dell’Ambiente, University of Pavia, Pavia, Italy
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Tran DD, Huang W, Bohn AC, Wang D, Gong Z, Makris NC, Ratilal P. Using a coherent hydrophone array for observing sperm whale range, classification, and shallow-water dive profiles. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2014; 135:3352-3363. [PMID: 24907798 DOI: 10.1121/1.4874601] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
Sperm whales in the New England continental shelf and slope were passively localized, in both range and bearing, and classified using a single low-frequency (<2500 Hz), densely sampled, towed horizontal coherent hydrophone array system. Whale bearings were estimated using time-domain beamforming that provided high coherent array gain in sperm whale click signal-to-noise ratio. Whale ranges from the receiver array center were estimated using the moving array triangulation technique from a sequence of whale bearing measurements. Multiple concurrently vocalizing sperm whales, in the far-field of the horizontal receiver array, were distinguished and classified based on their horizontal spatial locations and the inter-pulse intervals of their vocalized click signals. The dive profile was estimated for a sperm whale in the shallow waters of the Gulf of Maine with 160 m water-column depth located close to the array's near-field where depth estimation was feasible by employing time difference of arrival of the direct and multiply reflected click signals received on the horizontal array. By accounting for transmission loss modeled using an ocean waveguide-acoustic propagation model, the sperm whale detection range was found to exceed 60 km in low to moderate sea state conditions after coherent array processing.
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Affiliation(s)
- Duong D Tran
- Department of Electrical and Computer Engineering, Northeastern University, 360 Huntington Avenue, Boston, Massachusetts 02115
| | - Wei Huang
- Department of Electrical and Computer Engineering, Northeastern University, 360 Huntington Avenue, Boston, Massachusetts 02115
| | - Alexander C Bohn
- Department of Electrical and Computer Engineering, Northeastern University, 360 Huntington Avenue, Boston, Massachusetts 02115
| | - Delin Wang
- Department of Electrical and Computer Engineering, Northeastern University, 360 Huntington Avenue, Boston, Massachusetts 02115
| | - Zheng Gong
- Department of Mechanical Engineering, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, Massachusetts 02139
| | - Nicholas C Makris
- Department of Mechanical Engineering, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, Massachusetts 02139
| | - Purnima Ratilal
- Department of Electrical and Computer Engineering, Northeastern University, 360 Huntington Avenue, Boston, Massachusetts 02115
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