シロイルカの鳴き声解読で保全を強化(UW Researchers Decipher Beluga Calls to Bolster Conservation Efforts)

2026-05-13 ワシントン大学(UW)

ワシントン大学の研究チームは、シロイルカ(ベルーガ)の鳴き声パターンを解析し、保全活動強化につながる新たな知見を得た。研究では、水中音響データと機械学習技術を用いて、ベルーガの多様な発声音を分類・解析した。その結果、鳴き声には個体識別、群れ内コミュニケーション、行動状態に関連する特徴が含まれる可能性が示された。特に、環境変化や人間活動による騒音がコミュニケーションに与える影響評価にも応用できるという。研究チームは、この音響解析手法により、目視観測が困難な海域でもベルーガ個体群の監視や生息状況評価が可能になると説明している。また、北極圏で進む海氷減少や船舶交通増加に伴う生態系変化を把握する上でも重要な技術と位置付けている。本成果は、海洋哺乳類保全や非侵襲的野生動物モニタリングの発展に寄与すると期待される。

シロイルカの鳴き声解読で保全を強化(UW Researchers Decipher Beluga Calls to Bolster Conservation Efforts)

Cook Inlet belugas swimming in northern Cook Inlet, near Anchorage, Alaska. Photo: Arial Brewer

<関連情報>

クック湾のシロイルカの鳴き声は、群れの特性、行動、潮汐の状態によって変化する Cook Inlet beluga whale calling varies by group characteristics, behavior, and tidal state

Arial M. Brewer,Amy M. Van Cise,Christopher Garner,Andrea Gilstad,Manuel Castellote,Sarah J. Converse,Kimberly T. Goetz &Andrew M. Berdahl

Behavioral Ecology and Sociobiology  Published:07 May 2026

DOI:https://doi.org/10.1007/s00265-026-03740-6

Abstract

Communication allows social species to exchange information among group members. In aquatic environments, acoustic signals are among the most effective forms of communication and are important for many species, including cetaceans. Beluga whales (Delphinapterus leucas) are highly social and vocal, yet little is known about the functionality of their social calls. To examine context-dependent vocal behavior in belugas, we collected passive acoustic data and fine-scale behavioral observations for the endangered Cook Inlet beluga population. The resulting dataset includes 1,720 annotated vocalizations collected over 21 behaviorally encoded encounters. We fit generalized linear mixed models to these data to investigate the effect of behavioral state, group size, calf presence, and tidal state on (1) calling rate (number of calls/minute) and (2) call category (whistles, pulsed calls, combined calls). Belugas were more likely to call when traveling and had higher calling rates during flood tides. Group-level calling rate increased sublinearly with group size, suggesting that individuals called less in larger groups, possibly reflecting increased listening, vocal coordination, or a strategy to avoid acoustic masking. Group calling rate increased before transitions between traveling and milling, suggesting a possible link between communication and behavioral transitions. Whistles were more prevalent when traveling, while pulsed calls were more prevalent when milling. Combined calls occurred only when calves were present, indicating the importance of these calls in communication with calves. Identifying these communication patterns and the contexts in which they occur can enhance our understanding of beluga whale ecology and aid in conservation efforts via passive acoustic monitoring.

Significance statement

We provide the first description of the behavioral, social, and environmental factors associated with vocal communication in an Alaskan beluga whale population. Cook Inlet beluga whales (CIB) exhibit context-dependent shifts in vocal activity as a function of behavior, tidal state, and group size. CIB use whistles while traveling, pulsed calls while milling, and only produce combined calls when calves are present. Additionally, calling rate appeared to increase prior to behavioral transitions in a small number of observed encounters. These patterns may be related to the types of information being transmitted in these specific contexts, as well as aid in the coordination of group dynamics. Understanding these factors not only advances knowledge of beluga communication, and animal communication more generally, but also contributes to the development of passive acoustic methods to monitor habitat use, behavior, and group characteristics.

クック湾のシロイルカのコミュニケーション:鳴き声のレパートリーと商船の騒音による鳴き声のマスキングについて Communication in Cook Inlet beluga whales: Describing the vocal repertoire and masking of calls by commercial ship noise

Arial M. Brewer;Manuel Castellote;Amy M. Van Cise;Tom Gage;Andrew M. Berdahl

The Journal of the Acoustical Society of America  Published:November 30 2023

DOI:https://doi.org/10.1121/10.0022516

Many species rely on acoustic communication to coordinate activities and communicate to conspecifics. Cataloging vocal behavior is a first step towards understanding how individuals communicate information and how communication may be degraded by anthropogenic noise. The Cook Inlet beluga population is endangered with an estimated 331 individuals. Anthropogenic noise is considered a threat for this population and can negatively impact communication. To characterize this population’s vocal behavior, vocalizations were measured and classified into three categories: whistles (n = 1264, 77%), pulsed calls (n = 354, 22%), and combined calls (n = 15, 1%), resulting in 41 call types. Two quantitative analyses were conducted to compare with the manual classification. A classification and regression tree and Random Forest had a 95% and 85% agreement with the manual classification, respectively. The most common call types per category were then used to investigate masking by commercial ship noise. Results indicate that these call types were partially masked by distant ship noise and completely masked by close ship noise in the frequency range of 0–12 kHz. Understanding vocal behavior and the effects of masking in Cook Inlet belugas provides important information supporting the management of this endangered population.

1903自然環境保全
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