Review of Attached Acoustic Behavior Recorders for Cetaceans
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摘要: 经过数千万年的进化, 鲸豚动物依靠发达的声呐系统在水下实现捕猎、探测、通信、定位与导航等行为。为探索鲸豚动物声呐机理, 需要深入挖掘鲸豚发声行为。近年来, 自容式的声学行为记录器已成为重要的观测途径。自容式声学记录器可附着于鲸豚动物, 长期获取各类声学信号, 利用多源传感器从多个角度观测动物行为状态与环境信息。文章介绍了鲸豚动物吸附式声学行为记录器的系统设计思路, 描述了获取数据的后置处理方法, 并进一步梳理国内外研制的发展脉络, 展望了声学行为记录器在发声特性研究、生物学、生态学等多领域的应用前景, 并对下一步技术突破重点提供参考。Abstract: After tens of millions of years of evolution, cetaceans have relied on advanced sonar systems for hunting, detection, communication, positioning, and underwater navigation. To explore the biological sonar mechanisms of cetaceans, investigate their vocal behavior is essential. A self-contained acoustic behavior recorder is an important observation tool. It incorporates multisource sensors to acquire acoustic signals, animal behavioral status, and environmental information. This study introduces the systematic design of an attached acoustic behavior recorder for cetaceans, describes the post-processing method for data, and further sorts out the development context of research and development, ecology, and other fields of application prospects, as well as the key prospects for future technological breakthroughs.
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Key words:
- cetacean /
- acoustic behavior recorder /
- multi-source sensor
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表 1 各类记录器传感器配置一览表
Table 1. List of sensor configurations for each type of recorder
名称 压力
传感器加速度计(A) 磁力计(M) GPS 速度传
感器(S)陀螺仪 其他配置 采样率 数据格式 元数据 其他问题 OpenTag 有 有 有 部分 无 有 无 A, M, G: 最高100 Hz binary 部分 过多文件种类需要
读取Little Leonardo 有 有 有 无 有 无 摄像机 A: 16 Hz
M, P, S: 1 HzCSV 部分 各个传感器通道存储
在不同CSV文件中Wildlife Computers TDR10DD 有 有 有 无 无 无 光源传感器 A, M: 16 Hz
P, S: 1 HzCSV 部分 CSV文件过大 Acousonde 有 有 有 无 无 有 声学传感器 A: 400 Hz
M, P: 20 Hzbinary 全部 文件种类过多 DTAG 有 有 有 部分 无 有 声学传感器 A: 250 Hz
M, P: 50 HzWAV XML格式 文件种类过多,
格式复杂CATS 有 有 有 部分 无 有 声学传感器 A: 400 Hz
M, P, G: 50 HzCSV 部分 CSV文件过大 表 2 DTAG主要外部器件及说明
Table 2. DTAG main external parts and descriptions
部件 作用 水听器 声学信号采集 无线电天线 发射信号用于寻找回收记录器 4个硅胶吸盘 将记录器固定于鲸豚动物 聚氨酯材料外壳 上表面涂有高能见度橡胶涂层, 两侧贴有反光条, 以提高可见度和进行热量管理 镍铬丝释放机构 记录器解挂与脱离 LED指示灯 设备工作状态指示 USB接口 记录器与外部设备通信 表 3 ORI系列产品
Table 3. ORI series
目标 型号及照片 小型鱼类 D3GT PD3GT 3MPD3GT 表 4 SPOT系列部分产品
Table 4. Part of the SPOT series
目标 型号及照片 鲸类 SPOT-177S SPOT-177R SPOT-365 SPOT-399 SPOT-303 SPOT-372 鲨鱼 SPOT-196 SPOT-253 SPOT-257 SPOT-258 SPOT-364 企鹅 SPOT-203 SPOT-275 SPOT-367 硬壳龟 SPOT-395 SPOT-387 SPOT-375 SPOT-352 SPOT-287 棱皮龟 SPOT-310 SPOT-317 表 5 SPLASH系列部分产品
Table 5. Part of the SPLASH series
目标 型号及照片 鲸类 SPLASH10-333 SPLASH10-F SPLASH10-302 SPLASH10-397 -
[1] Fordyce E, Perrin W F. The World Cetacea Database[EB/OL]. [2023-01-28]. https://www.marinespecies.org/cetacea/. [2] Deecke V B, Ford J K B, Slater P J B. The Vocal Behaviour of Mammal-Eating Killer Whales: Communicating with Costly Calls[J]. Animal Behaviour, 2005, 69(2): 395-405. doi: 10.1016/j.anbehav.2004.04.014 [3] Fullard J H. Dolphin Echolocation: The Sonar of Dolphins[J]. Science, 1993, 260(5114): 1672-1672. doi: 10.1126/science.260.5114.1672 [4] Qing X, White P R, Leighton T G, et al. Three-Dimensional Finite Element Simulation of Acoustic Propagation in Spiral Bubble Net of Humpback Whale[J]. The Journal of the Acoustical Society of America, 2019, 146(3): 1982-1995. doi: 10.1121/1.5126003 [5] 殷敬伟, 刘强, 陈阳, 等. 基于海豚whistle信号的仿生主动声纳隐蔽探测技术研究[J]. 兵工学报, 2016, 37(5): 769-777. doi: 10.3969/j.issn.1000-1093.2016.05.001Yin Jing-wei, Liu Qiang, Chen Yang, et al. Research on Bionic Active Sonar Covert Detection Technology Based on Dolphin Whistle Signal[J]. Acta Armamentarii, 2016, 37(5): 769-777. doi: 10.3969/j.issn.1000-1093.2016.05.001 [6] Han X, Yin J W, Guo L X, et al. Research on Bionic Underwater Acoustic Communication Technology Based on Differential Pattern Time Delay Shift Coding and Dolphin Whistles[J]. Acta Physica Sinica, 2013, 62(22): 224301. doi: 10.7498/aps.62.224301 [7] 青昕. 典型鲸豚捕猎行为中生物声呐工作机理研究[D]. 哈尔滨: 哈尔滨工程大学, 2021. [8] 宋忠长, 张金虎, 冯文, 等. 齿鲸生物声呐目标探测研究综述[J]. 物理学报, 2021, 70(15): 154302. doi: 10.7498/aps.70.20210284Song Zhong-chang, Zhang Jin-hu, Feng Wen, et al. An Overview of Mechanism of Target Detection by Odontocetes Biosonar[J]. Acta Phys. Sin., 2021, 70(15): 154302. doi: 10.7498/aps.70.20210284 [9] 林明利, 李松海. 鲸落生态研究进展与展望[J]. 热带生物学报, 2023, 14(1): 32-41. doi: 10.15886/j.cnki.rdswxb.2023.01.005Lin Ming-li, Li Song-hai. Review and Prospect of Whale Fall Ecology[J]. Journal of Tropical Biology, 2023, 14(1): 32-41. doi: 10.15886/j.cnki.rdswxb.2023.01.005 [10] 张天赐, 居涛, 李松海, 等. 长江和畅洲江段大型船舶的噪声特征及其对长江江豚的潜在影响[J]. 兽类学报, 2018, 38(6): 543-550. doi: 10.16829/j.slxb.150125Zhang Tian-ci, Ju Tao, Li Song-hai, et al. Navigation Noise Properties of Large Vessels in Hechangzhou Region of the Yangtze River and Their Potenttal Effects on the Yangtze Finless Porpoise[J]. Acta Theriologica Sinica, 2018, 38(6): 543-550. doi: 10.16829/j.slxb.150125 [11] Thode A, Kim K, Blackwell S, et al. Automated Detection and Localization of Bowhead Whale Sounds in the Presence of Seismic Airgun Surveys[J]. Journal of the Acoustical Society of America, 2012, 131(5): 3726-3747. doi: 10.1121/1.3699247 [12] Sousa-Lima R, Norris T, Oswald J, et al. A Review and Inventory of Fixed Autonomous Recorders for Passive Acoustic Monitoring of Marine Mammals[J]. Aquatic Mammals, 2013, 39(1): 23-53. doi: 10.1578/AM.39.1.2013.23 [13] 王克雄, 王志陶, 梅志刚, 等. 长江生态考核指标: 基于被动声学监测的长江江豚数量[J]. 水生生物学报, 2021, 45(6): 1390-1395.Wang Ke-Xiong, Wang Zhi-Tao, Mei Zhi-Gang, et al. Ecological Assessment Indicator of the Yangtze River: Passive Acoustic Monitoring Based Population Size of the Yangtze Finless Porpoise[J]. Acta Hydrobiologica Sinica, 2021, 45(6): 1390-1395. [14] 王月云, 王先艳, 徐晓辉, 等. 中华白海豚和东亚窄脊江豚回声定位信号分析与比较[J]. 声学学报, 2021, 46(3): 423-430. doi: 10.15949/j.cnki.0371-0025.2021.03.011Wang Yue-yun, Wang Xian-yan, Xu Xiao-hui, et al. Analysis of Echolocation from Indo-Pacific Humpback Dolphin (Sousa Chinensis) and Finless Porpoise (Neophocaena Asiaeorientalis Sunmeri)[J]. Acta Acustica, 2021, 46(3): 423-430. doi: 10.15949/j.cnki.0371-0025.2021.03.011 [15] 王丁. 长江江豚声信号及其声行为的初步研究[J]. 水生生物学报, 1996(2): 127-133. [16] 祝茜, 王丁, 王克雄, 等. 鲸类繁殖生物学的研究概况[J]. 水生生物学报, 2003(5): 542-546. doi: 10.3321/j.issn:1000-3207.2003.05.019Zhu Qian, Wang Ding, Wang Ke-xiong, et al. Review of the Research on Reproductive Biology of Cetaceans[J]. Acta Hydrobiologica Sinica, 2003(5): 542-546. doi: 10.3321/j.issn:1000-3207.2003.05.019 [17] Johnson M P, Tyack P L. A Digital Acoustic Recording Tag for Measuring the Response of Wild Marine Mammals to Sound[J]. IEEE Journal of Oceanic Engineering, 2003, 28(1): 3-12. doi: 10.1109/JOE.2002.808212 [18] Johnson M, Aguilar de Soto N, Madsen P. Studying the Behaviour and Sensory Ecology of Marine Mammals Using Acoustic Recording Tags: A Review[J]. Marine Ecology Progress Series, 2009, 395: 55-73. doi: 10.3354/meps08255 [19] 王克雄, 王丁, 赤松友成. 水生哺乳动物信标跟踪记录技术及其应用[J]. 水生生物学报, 2005, 29(1): 91-96. doi: 10.3321/j.issn:1000-3207.2005.01.017Wang Ke-xiong, Wang Ding, Akamatsu T. Bio-Logging Technology and Its Applications on Aquatic Mammals[J]. Acta Hydrobiologica Sinica, 2005, 29(1): 91-96. doi: 10.3321/j.issn:1000-3207.2005.01.017 [20] 黄月群, 李文菁, 黄寿琨, 等. 鱼类行为监测技术应用研究[J]. 水产学杂志, 2022, 35(2): 102-107. doi: 10.3969/j.issn.1005-3832.2022.02.015Huang Yue-qun, Li Wen-jing, Huang Shou-kun, et al. A Review of Research on Application of Fish Behavior Monitoring Technology[J]. Chinese Journal of Fisheries, 2022, 35(2): 102-107. doi: 10.3969/j.issn.1005-3832.2022.02.015 [21] 黄月群, 蔡德所, 宋晓红, 等. 基于声学标签系统的鱼类运动轨迹监测技术[J]. 南方水产科学, 2020, 16(4): 114-120.Huang Yue-qun, Cai De-suo, Song Xiao-hong, et al. Study on Monitoring Technology of Fish Motion Trajectories Based on Acoustic Tag System[J]. South China Fisheries Science, 2020, 16(4): 114-120. [22] Baumgartner M F, Freitag L, Partan J, et al. Tracking Large Marine Predators in Three Dimensions: The Real-Time Acoustic Tracking System[J]. IEEE Journal of Oceanic Engineering, 2008, 33(2): 146-157. [23] Hooker S K, Baird R W. Diving and Ranging Behaviour of Odontocetes: A Methodological Review and Critique[J]. Mammal Review, 2001, 31(1): 81-105. doi: 10.1046/j.1365-2907.2001.00080.x [24] Zimmer W M X, Harwood J, Tyack P L, et al. Passive Acoustic Detection of Deep-Diving Beaked Whales[J]. The Journal of the Acoustical Society of America, 2008, 124(5): 2823-2832. [25] Zimmer W M X, Johnson M P, D’Amico A, et al. Combining Data from a Multisensor Tag and Passive Sonar to Determine the Diving Behavior of a Sperm Whale(Physeter Macrocephalus)[J]. IEEE Journal of Oceanic Engineering, 2003, 28(1): 13-28. doi: 10.1109/JOE.2002.808209 [26] Harris C M, Thomas L. Status and Future of Research on the Behavioural Responses of Marine Mammals to U.S. Navy Sonar[R]. U.K.: University of St Andrews, 2015. [27] Harris C M, Thomas L, Sadykova D, et al. The Challenges of Analyzing Behavioral Response Study Data: An Overview of the MOCHA (Multi-study OCean Acoustics Human Effects Analysis) Project[M/OL]//Popper A N, Hawkins A. The Effects of Noise on Aquatic Life II: 875. New York, NY: Springer New York, 2016. [2023-02-22]. https://link.springer.com/10.1007/978-1-4939-2981-8_47. DOI: 10.1007/978-1-4939-2981-8_47. [28] Shorter K A, Murray M M, Johnson M, et al. Drag of Suction Cup Tags on Swimming Animals: Modeling and Measurement[J]. Marine Mammal Science, 2014, 30(2): 726-746. doi: 10.1111/mms.12083 [29] Calambokidis J, Schorr G S, Steiger G H, et al. Insights into the Underwater Diving, Feeding, and Calling Behavior of Blue Whales from a Suction-Cup-Attached Video-Imaging Tag (Crittercam)[J]. Marine Technology Society Journal, 2007, 41(4): 19-29. doi: 10.4031/002533207787441980 [30] Blackwell S B, Haverl C A, Boeuf B J, et al. A Method for Calibrating Swim-Speed Recorders[J]. Marine Mammal Science, 1999, 15(3): 894-905. [31] Davis R, Jaquet N, Gendron D, et al. Diving Behavior of Sperm Whales in Relation to Behavior of a Major Prey Species, the Jumbo Squid, in the Gulf of California, Mexico[J]. Marine Ecology Progress Series, 2007, 333: 291-302. doi: 10.3354/meps333291 [32] Tyack P L, Johnson M, Soto N A, et al. Extreme Diving of Beaked Whales[J]. Journal of Experimental Biology, 2006, 209(21): 4238-4253. doi: 10.1242/jeb.02505 [33] Madsen P T, Wahlberg M. Recording and Quantification of Ultrasonic Echolocation Clicks from Free-Ranging Toothed Whales[J]. Deep Sea Research Part I: Oceanographic Research Papers, 2007, 54(8): 1421-1444. doi: 10.1016/j.dsr.2007.04.020 [34] Aoki K, Watanabe Y, Inamori D, et al. Towards Non-Invasive Heart Rate Monitoring in Free-Ranging Cetaceans: A Unipolar Suction Cup Tag Measured the Heart Rate of Trained Risso’s Dolphins[J]. Philosophical Transactions of the Royal Society B-Biological Sciences, 2021, 376(1831): 20200225. doi: 10.1098/rstb.2020.0225 [35] Bickett N, Tift M, St Leger J, et al. Heart Rates, Heart Rate Profiles, and Electrocardiograms in Three Killer Whales, a Beluga, and a Pilot Whale: an Exploratory Investigation[J]. Marine Mammal Science, 2019, 35(3): 1112-1132. doi: 10.1111/mms.12578 [36] Czapanskiy M F, Ponganis P J, Fahlbusch J A, et al. An Accelerometer-Derived Ballistocardiogram Method for Detecting Heart Rate in Free-Ranging Marine Mammals[J]. Journal of Experimental Biology, 2022, 225(10): jeb243872. doi: 10.1242/jeb.243872 [37] Hindell M A, Lea M. Heart Rate, Swimming Speed, and Estimated Oxygen Consumption of a Free-Ranging Southern Elephant Seal[J]. Physiological Zoology, 1998, 71(1): 74-84. doi: 10.1086/515890 [38] Bigelow S J. What is NAND Flash Memory[EB/OL].[2023-01-27]. https://www.techtarget.com/searchstorage/definition/NAND-flash-memory. [39] Mate B, Mesecar R, Lagerquist B. The Evolution of Satellite-Monitored Radio Tags for Large Whales: One Laboratory’s Experience[J]. Deep Sea Research Part II: Topical Studies in Oceanography, 2007, 54(3-4): 224-247. doi: 10.1016/j.dsr2.2006.11.021 [40] Andrews R D, Pitman R L, Ballance L T. Satellite Tracking Reveals Distinct Movement Patterns for Type B and Type C Killer Whales in the Southern Ross Sea, Antarctica[J]. Polar Biology, 2008, 31(12): 1461-1468. doi: 10.1007/s00300-008-0487-z [41] Gannon D P, Barros N B, Nowacek D P, et al. Prey Detection by Bottlenose Dolphins, Tursiops Truncatus: an Experimental Test of the Passive Listening Hypothesis[J]. Animal Behaviour, 2005, 69(3): 709-720. doi: 10.1016/j.anbehav.2004.06.020 [42] Kleivane L, Kvadsheim P H, Bocconcelli A, et al. Equipment to Tag, Track and Collect Biopsies from Whales and Dolphins: The ARTS, DFHorten and LKDart Systems[J]. Animal Biotelemetry, 2022, 10(1): 32.1-32.13. doi: 10.1186/s40317-022-00303-0 [43] Johnson M, Partan J, Hurst T. Low Complexity Lossless Compression of Underwater Sound Recordings[J]. The Journal of the Acoustical Society of America, 2013, 133(3): 1387-1398. doi: 10.1121/1.4776206 [44] Liu C M, Hsu H W, Lee W C. Compression Artifacts in Perceptual Audio Coding[J]. IEEE Transactions on Audio, Speech, and Language Processing, 2008, 16(4): 681-695. doi: 10.1109/TASL.2008.918979 [45] 牛富强, 杨燕明, 文洪涛, 等. 瓶鼻海豚的click声信号特性[J]. 声学技术, 2011, 30(2): 148-152. doi: 10.3969/j.issn1000-3630.2011.02.008 [46] 牛富强, 许肖梅. 水下噪声对海豚行为的影响研究[D]. 厦门: 厦门大学, 2017. [47] 黄龙飞. 南极虎鲸、小须鲸与座头鲸水下发声特征分析[D]. 青岛: 自然资源部第一海洋研究所, 2019. [48] Richardson W J, Würsig B, Greene C R. Reactions of Bowhead Whales, Balaena Mysticetus, to Seismic Exploration in the Canadian Beaufort Sea[J]. The Journal of the Acoustical Society of America, 1986, 79(4): 1117-1128. doi: 10.1121/1.393384 [49] Fristrup K M, Harbison G R. How do Sperm Whales Catch Squids?[J]. Marine Mammal Science, 2002, 18(1): 42-54. doi: 10.1111/j.1748-7692.2002.tb01017.x [50] Nowacek D P, Johnson M P, Tyack P L. North Atlantic Right Whales (Eubalaena Glacialis) Ignore Ships But Respond to Alerting Stimuli[J]. Proceedings of the Royal Society of London. Series B: Biological Sciences, 2004, 271 (1536): 227-231. doi: 10.1098/rspb.2003.2570 [51] Aguilar Soto N, Johnson M, Madsen P T, et al. Does Intense Ship Noise Disrupt Foraging in Deep-Diving Cuvier’s Be- aked Whales(Ziphius Cavirostris)?[J]. Marine Mammal Science, 2006, 22(3): 690-699. doi: 10.1111/j.1748-7692.2006.00044.x [52] Akamatsu T, Matsuda A, Suzuki S, et al. New Stereo Acoustic Data Logger for Free-ranging Dolphins and Porpoises[J]. Marine Technology Society Journal, 2005, 39(2): 3-9. doi: 10.4031/002533205787443980 [53] Akamatsu T, Wang D, Wang K, et al. Biosonar Behaviour of Free-Ranging Porpoises[J]. Proceedings of the Royal Society B: Biological Sciences, 2005, 272(1565): 797-801. doi: 10.1098/rspb.2004.3024 [54] Akamatsu T, Wang D, Nakamura K, et al. Echolocation Range of Captive and Free-Ranging Baiji (Lipotes Vexillifer), Finless Porpoise(Neophocaena Phocaenoides), and Bottlenose Dolphin(Tursiops Truncatus)[J]. The Journal of the Ac- oustical Society of America, 1998, 104(4): 2511-2516. doi: 10.1121/1.423757 [55] Ware C, Friedlaender A, Nowacek D. Shallow and Deep Lunge Feeding of Humpback Whales in Fjords of the West Antarctic Peninsula[J]. Marine Mammal Science, 2011, 27(3): 587-605. doi: 10.1111/j.1748-7692.2010.00427.x [56] Maclean G. Weak GPS Signal Detection in Animal Tracking[J]. Journal of Navigation, 2009, 62(1): 1-21. doi: 10.1017/S037346330800502X [57] Calvin University. Mathematics and Statistics[EB/OL].[2023-01-28]. https://calvin.edu/academics/departments-programs/mathematics-statistics/index.html. [58] Scottish Oceans Institute, University of St Andrews. Research Excellence in Marine Science[EB/OL].[2023-01-28]. https://soi.st-andrews.ac.uk/. [59] University of St Andrews. Sea Mammal Research Unit[EB/OL].[2023-01-28]. http://www.smru.st-andrews.ac.uk/. [60] School of Biology – School of Biology multi-site[EB/OL].[2023-01-28]. https://biology.st-andrews.ac.uk/. [61] Department of the Navy. AcousondeTM[EB/OL].[2023-01-28]. http://www.acousonde.com/. [62] Department of the Navy. AcousondeTM News![EB/OL].[2023-01-28]. http://www.acousonde.com/news.html. [63] Tyson R B, Piniak W E D, Domit C, et al. Novel Bio-Logging Tool for Studying Fine-Scale Behaviors of Marine Turtles in Response to Sound[J]. Frontiers in Marine Science, 2017, 4: 219. doi: 10.3389/fmars.2017.00219