2024/03/27 更新

写真a

ミズタニ ユウイチ
水谷 友一
MIZUTANI Yuichi
所属
大学院環境学研究科 地球環境科学専攻 生態学 特任助教
職名
特任助教
連絡先
メールアドレス
外部リンク

学位 2

  1. 環境学博士 ( 2015年3月   名古屋大学 ) 

  2. 農学修士 ( 2009年3月   名城大学 ) 

研究キーワード 4

  1. テロメア

  2. 動物生理生態学

  3. 動物行動学

  4. 海鳥

研究分野 1

  1. ライフサイエンス / 動物生理化学、生理学、行動学  / テロメア、酸化ストレス、バイオロギング

経歴 3

  1. 名古屋大学   大学院環境学研究科   特任助教

    2021年12月 - 現在

  2. 名古屋大学   大学院環境学研究科 地球環境科学専攻   博士研究員

    2019年4月 - 2021年11月

  3. 名古屋大学   大学院環境学研究科 都市環境学専攻   博士研究員

    2015年4月 - 2019年3月

学歴 1

  1. 名古屋大学   大学院環境学研究科   都市環境学専攻

    2009年4月 - 2015年3月

 

論文 23

  1. Parental birds incubating larger clutches regulate their field metabolic rates in response to environmental changes 査読有り

    Kume Yuna, Shirai Masaki, Mizutani Yuichi, Niizuma Yasuaki

    ORNITHOLOGICAL SCIENCE   18 巻 ( 2 ) 頁: 161 - 167   2019年

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    担当区分:筆頭著者, 最終著者, 責任著者   記述言語:英語   出版者・発行元:The Ornithological Society of Japan  

    <p>Species are capable of flexible energy allocation in response to changes in food availability. The extent to which individuals are able to adjust their energy allocation is presumed to be dependent on individual quality. Individuals of lower quality (i.e. better physiological condition) may be at an energy ceiling, and lack the reserves available to be able to expend more energy when environmental conditions deteriorate. Using the doubly labeled water method, we measured the field metabolic rates of free-ranging Black-tailed Gulls <i>Larus crassirostris</i> incubating two- and three-egg clutches during two consecutive years. Lower sea surface temperatures in 2013, compared with those in 2012, provided indirect evidence of poorer food availability in 2013 than in 2012. Parent gulls incubating three-egg clutches were able to increase their energy expenditure, in response to the poor food conditions in 2013, whereas those incubating two-egg clutches were not. Within a gull population we found heterogeneity of the energy allocation process in response to changes in food availability.</p>

    DOI: 10.2326/osj.18.161

    CiNii Research

  2. Mercury contents of the tissues and feathers of black-tailed gulls on Kabushima (Kabu Island), Aomori, Japan

    Goto R., Ohura T., Mizutani Y., Niizuma Y.

    Ornithological Science   17 巻 ( 1 ) 頁: 113 - 118   2018年

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    担当区分:筆頭著者, 最終著者, 責任著者   記述言語:英語   出版者・発行元:日本鳥学会  

    To study total mercury concentration ([Hg]) in organ tissues and feathers, 13 carcasses of adult Black-tailed Gull Larus crassirostris were collected at the breeding colony on Kabushima (Kabu Island), western Pacific Ocean, at the northern-most point of Japan's Sanriku Coast. [Hg] in liver (10.7±6.5 g/g dry weight±S.D. and 3.2±2.1 g/g wet weight±S.D.), kidney (6.7±4.8 and 1.8±1.3), breast muscle (3.3±2.3 and 1.0±0.3), heart (4.5±3.0 and 1.1±0.7) and brain (2.8±2.3 and 0.7±0.6) were 2.6-12.5 times higher than in previous studies of the same species. The order of [Hg] concentrations in Black-tailed Gull feather tracts was: inner primaries (P1-P5, 11.2±4.9 g/g dry weight±S.D)>breast feathers (6.5±2.0)>secondaries (S1-S15, 2.8±1.9)>outer primaries (P6-P10, 2.5±1.9)>rectrices (R1-R6, 1.6±1.4).

    DOI: 10.2326/osj.17.113

    Scopus

    CiNii Research

  3. Interannual linkages between oceanographic condition, seabird behaviour and chick growth from a decadal biologging study 査読有り

    Koyama, S; Mizutani, Y; Matsumoto, S; Yoda, K

    ANIMAL BEHAVIOUR   209 巻   頁: 63 - 81   2024年3月

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    掲載種別:研究論文(学術雑誌)   出版者・発行元:Animal Behaviour  

    Understanding the causes and consequences of foraging behaviour has been a longstanding research interest in the study of animal behaviour. Long-lived seabirds adapt their foraging behaviour in response to seasonal changes in marine environments, particularly to food availability, and the trade-off between current and future reproduction. This postulates the links and direction of causality between environments, foraging behaviour and chick growth; however, these relationships remain unclear, especially on a decadal scale. Here, we focused on streaked shearwaters, Calonectris leucomelas, breeding in the Sea of Japan, as they are an ideal species for examining seabird behavioural and reproductive responses to marine environmental changes. Individuals of this species have two alternative choices for foraging trips, selecting either the northern part of the Sea of Japan or the northwest Pacific Ocean, which have different oceanographic features. From 2011 to 2021, we recorded foraging trips of chick-rearing streaked shearwaters tagged with GPS loggers, and weighed chicks to obtain yearly chick growth rates. Path analyses were conducted to examine the relationships between the sea surface temperature, foraging behaviour of chick-rearing adults and chick growth rate. The results revealed that a larger variability in the surface temperature of the Pacific Ocean and higher demand from chicks attracted the adults towards the Pacific Ocean, suggesting that the foraging area and marine predator distribution are determined by the interplay of food availability and offspring condition. These findings illustrate the importance of using long-term foraging behaviour data sets to better understand the relationships between environmental conditions, foraging behaviour and chick growth.

    DOI: 10.1016/j.anbehav.2023.12.012

    Web of Science

    Scopus

  4. Exploring deep learning techniques for wild animal behaviour classification using animal-borne accelerometers 査読有り

    Otsuka, R; Yoshimura, N; Tanigaki, K; Koyama, S; Mizutani, Y; Yoda, K; Maekawa, T

    METHODS IN ECOLOGY AND EVOLUTION     2024年2月

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    掲載種別:研究論文(学術雑誌)   出版者・発行元:Methods in Ecology and Evolution  

    Machine learning-based behaviour classification using acceleration data is a powerful tool in bio-logging research. Deep learning architectures such as convolutional neural networks (CNN), long short-term memory (LSTM) and self-attention mechanism as well as related training techniques have been extensively studied in human activity recognition. However, they have rarely been used in wild animal studies. The main challenges of acceleration-based wild animal behaviour classification include data shortages, class imbalance problems, various types of noise in data due to differences in individual behaviour and where the loggers were attached and complexity in data due to complex animal-specific behaviours, which may have limited the application of deep learning techniques in this area. To overcome these challenges, we explored the effectiveness of techniques for efficient model training: data augmentation, manifold mixup and pre-training of deep learning models with unlabelled data, using datasets from two species of wild seabirds and state-of-the-art deep learning model architectures. Data augmentation improved the overall model performance when one of the various techniques (none, scaling, jittering, permutation, time-warping and rotation) was randomly applied to each data during mini-batch training. Manifold mixup also improved model performance, but not as much as random data augmentation. Pre-training with unlabelled data did not improve model performance. The state-of-the-art deep learning models, including a model consisting of four CNN layers, an LSTM layer and a multi-head attention layer, as well as its modified version with shortcut connection, showed better performance among other comparative models. Using only raw acceleration data as inputs, these models outperformed classic machine learning approaches that used 119 handcrafted features. Our experiments showed that deep learning techniques are promising for acceleration-based behaviour classification of wild animals and highlighted some challenges (e.g. effective use of unlabelled data). There is scope for greater exploration of deep learning techniques in wild animal studies (e.g. advanced data augmentation, multimodal sensor data use, transfer learning and self-supervised learning). We hope that this study will stimulate the development of deep learning techniques for wild animal behaviour classification using time-series sensor data.

    DOI: 10.1111/2041-210X.14294

    Web of Science

    Scopus

  5. The growth rate of Black-tailed Gull chicks is negatively related to total mercury of female parents on Kabushima (Kabu Island), Japan 査読有り

    Hinako, T; Shirai, M; Mizutani, Y; Niizuma, Y

    AVIAN CONSERVATION AND ECOLOGY   18 巻 ( 1 )   2023年4月

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    掲載種別:研究論文(学術雑誌)   出版者・発行元:Avian Conservation and Ecology  

    The mercury (Hg) contamination at high concentrations affects the physiological state and behavior of animals, however, the effects of low Hg exposure on avian breeding success and the impact on the growth of chicks that depend on feeding from their parents are unclear. We investigated the effects of maternal Hg concentrations on breeding success in a colony of Blacktailed Gulls (Larus crassirostris) breeding on Kabushima, northeastern Honshu, Japan, in 2018 and 2019. Total Hg concentrations in blood cells in females were 2.48 ug/g dry weight ± 0.55 (1.28–3.28) in 2018 and 2.42 ug/g dry weight ± 0.55 (1.87–3.29) in 2019. In our two-year field study, female parents did not differ in Hg concentrations between two years, but δ15Ns, i.e., the difference in diet, were significantly lower in 2019 than those in 2018. The difference in δ15Ns could be related to difference in fledging success between two years (90% and 40% in 2018 and 2019, respectively). However, the results of this study showed that Hg exposure was not significantly associated with clutch size, hatching success, or nest success in the two years with different diets and was not significantly associated with any reproductive parameters at δ15N. Hg exposure was significantly negatively correlated with chick weight gain (g/day), while blood Hg accumulation in female Black-tailed Gulls was below the threshold for direct effects on breeding success. However, there was no noticeable abnormal behavior when feeding the chicks at their Hg exposure levels, under the current level value. Although the breeding numbers of Black-tailed Gulls are not thought to be declining at colonies around Japan at the moment, Hg contamination may threaten their numbers in the future.

    DOI: 10.5751/ACE-02416-180114

    Web of Science

    Scopus

  6. 青森県八戸市大久喜の弁天島におけるウミネコの繁殖状況

    成田 章, 富田 直樹, 水谷 友一, 山田 雄風, 杉山 響己

    山階鳥類学雑誌   54 巻 ( 2 ) 頁: 280 - 285   2022年12月

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    記述言語:日本語   出版者・発行元:公益財団法人 山階鳥類研究所  

    A total of 1,179 nests(55 with no eggs)of Black-tailed Gulls Larus crassirostris were observed at three sites on Bentenjima Island, Okuki, Hachinohe City, on May 15, 2021, and 489 chicks were counted on June 26. Apparent clutch size(excluding nests with no eggs)and fledging success were 1.9 and 21.7%, respectively. Fledging success was lowest on the rock connected to the mainland by a breakwater, presumably because of disturbance by terrestrial animals. A total of 16 individuals with metal leg bands were observed and were 2-22 years old. These were immigrants from Kabushima Island, 10 km northwest of Okuki. Bentenjima Island is an important breeding site of the Black-tailed Gulls in northern Japan, and needs to be monitored.

    DOI: 10.3312/jyio.54.280

    Scopus

    CiNii Research

  7. Detection of telomere length and oxidative stress in Chondrichthyes 査読有り

    Hori, M; Kimura, SS; Mizutani, Y; Miyagawa, Y; Ito, K; Arai, N; Niizuma, Y

    FISHERIES SCIENCE   88 巻 ( 6 ) 頁: 741 - 750   2022年11月

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    記述言語:英語   掲載種別:研究論文(学術雑誌)   出版者・発行元:Fisheries Science  

    Telomeres, repeating TTAGGG sequences at the ends of eukaryotic chromosomes, increase genomic stability. Telomere shortening occurs not only during DNA replication associated with cell division but also under oxidative stress, where reactive oxygen species damage DNA. Therefore, changes in telomere length can be used to evaluate chronic cost or stress responses incurred by individuals. The phylogenetically unique Chondrichthyes are among the least-studied groups of marine vertebrates. Telomere data are limited and have only been reported in a few Chondrichthyes species. In this study, we measured telomere length and quantified oxidative stress and antioxidant power in 17 Chondrichthyes species whose telomere length has not been measured before. The presence of telomere sequences > 30 bp and lower values of oxidative stress were confirmed in most species. Average telomere length was not correlated with oxidative stress and antioxidant power in 15 species for which both measurements were available. It would be desirable in the future to elucidate the nature of telomeres in Chondrichthyes, and their direct relationship with reactive oxygen species.

    DOI: 10.1007/s12562-022-01633-x

    Web of Science

    Scopus

  8. The role of wingbeat frequency and amplitude in flight power 査読有り 国際誌

    Krishnan, K; Garde, B; Bennison, A; Cole, NC; Cole, EL; Darby, J; Elliott, KH; Fell, A; Gómez-Laich, A; de Grissac, S; Jessopp, M; Lempidakis, E; Mizutani, Y; Prudor, A; Quetting, M; Quintana, F; Robotka, H; Roulin, A; Ryan, PG; Schalcher, K; Schoombie, S; Tatayah, V; Tremblay, F; Weimerskirch, H; Whelan, S; Wikelski, M; Yoda, K; Hedenström, A; Shepard, ELC

    JOURNAL OF THE ROYAL SOCIETY INTERFACE   19 巻 ( 193 ) 頁: 20220168 - 20220168   2022年8月

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    記述言語:英語   掲載種別:研究論文(学術雑誌)   出版者・発行元:Journal of the Royal Society Interface  

    Body-mounted accelerometers provide a new prospect for estimating power use in flying birds, as the signal varies with the two major kinematic determinants of aerodynamic power: wingbeat frequency and amplitude. Yet wingbeat frequency is sometimes used as a proxy for power output in isolation. There is, therefore, a need to understand which kinematic parameter birds vary and whether this is predicted by flight mode (e.g. accelerating, ascending/descending flight), speed or morphology. We investigate this using high-frequency acceleration data from (i) 14 species flying in the wild, (ii) two species flying in controlled conditions in a wind tunnel and (iii) a review of experimental and field studies. While wingbeat frequency and amplitude were positively correlated, R 2 values were generally low, supporting the idea that parameters can vary independently. Indeed, birds were more likely to modulate wingbeat amplitude for more energy-demanding flight modes, including climbing and take-off. Nonetheless, the striking variability, even within species and flight types, highlights the complexity of describing the kinematic relationships, which appear sensitive to both the biological and physical context. Notwithstanding this, acceleration metrics that incorporate both kinematic parameters should be more robust proxies for power than wingbeat frequency alone.

    DOI: 10.1098/rsif.2022.0168

    Web of Science

    Scopus

    PubMed

  9. Exhausted with foraging: Foraging behavior is related to oxidative stress in chick-rearing seabirds

    Koyama Shiho, Mizutani Yuichi, Yoda Ken

    COMPARATIVE BIOCHEMISTRY AND PHYSIOLOGY A-MOLECULAR & INTEGRATIVE PHYSIOLOGY   258 巻   頁: 110984   2021年8月

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    記述言語:日本語   出版者・発行元:Comparative Biochemistry and Physiology -Part A : Molecular and Integrative Physiology  

    To understand foraging strategies and behavioral flexibility in wild animals, it is important to evaluate the physiological costs imposed by foraging efforts and how these costs affect foraging and provisioning behavior. Oxidative stress is a possible physiological indicator associated with foraging behavior in wild seabirds, and may also affect their reproductive performance. However, no previous study has simultaneously recorded foraging behavior and the associated oxidative stress in wild seabirds. Using an integrative approach based on oxidative stress measurements and bio-logging techniques (i.e., the use of animal-borne sensors), we determined the relationships between foraging behavior and oxidative stress in chick-rearing streaked shearwaters Calonectris leucomelas in 2018 and 2019. To quantify their oxidative stress, we measured reactive oxygen metabolites (d-ROMs) and biological antioxidant potential (BAP) in their plasma. We found that the d-ROMs levels were positively related to the maximum distance from the colony and the number of takeoffs, especially in 2019 when shearwaters flew further to forage. In 2018, when they flew relatively short distances, the BAP levels were positively related to the levels of their physical activity (overall dynamic body acceleration; ODBA). We conclude that longer and less successful foraging may lead to increase oxidative stress, while successful foraging may mitigate the oxidative stress of foraging by providing dietary antioxidants. Our results highlight that the combined data from bio-logging and oxidative stress measurements aid in evaluating the underlying physiological costs of foraging behavior in wild animals.

    DOI: 10.1016/j.cbpa.2021.110984

    Web of Science

    Scopus

    PubMed

  10. 海上飛翔中のウミネコによる昆虫捕食とその同定

    水谷 友一, 鈴木 宏和, 前川 卓也, Joseph Korpela, 宮竹 貴久, 越山 洋三, 依田 憲

    日本鳥学会誌   70 巻 ( 1 ) 頁: 53 - 60   2021年

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    記述言語:日本語   出版者・発行元:日本鳥学会  

    <p>カモメ科の多くは雑食性で,海産生物以外にも昆虫捕食の観察例が数多くあるが,飛翔中にいつどこで,どのように昆虫類を捕食するのかわかっていない.本研究では,GPS内蔵型のビデオロガーをウミネコ<i>Larus crassirostris</i>に装着し,海上および陸地上空で飛翔中に昆虫類を捕食する瞬間を撮影し,一部の昆虫類を同定したところ,ハチ目等を積極的に捕食していた.今後ビデオロガーを改良することで,捕食行動における昆虫の重要性や昆虫と鳥の新しい関係性の解明が期待できるだろう.</p>

    DOI: 10.3838/jjo.70.53

  11. Development of Data Logger Separator for Bio-Logging of Wild Seabirds

    Abe Takuma, Kubo Natsumi, Abe Kazuki, Suzuki Hirokazu, Mizutani Yuichi, Yoda Ken, Tadakuma Riichiro, Tsumaki Yuichi

    Journal of Robotics and Mechatronics   33 巻 ( 3 ) 頁: 446 - 456   2021年

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    記述言語:英語   出版者・発行元:富士技術出版株式会社  

    <p>The bio-logging technique is extensively used in the fields of ecology and ethology, wherein a data logger, such as a sensor or camera, is attached to the target animal's body to collect the required data. In this method, the efficiency of recovery of the data logger is not ideal. In this study, we proposed a new recovery method, with the aim of addressing the aforementioned problem in bio-logging. The authors previously fabricated a data-logger separator, which weighed approximately 10 g, and was targeted at small seabirds. Because there were some problems associated with the circuit board and the separation performance of this device, we modified the device to overcome the previous drawbacks. We fabricated a flexible printed circuit to improve the operation of the mounted actuator and wireless microcomputer, and improve the efficiency of the fabrication process. We conducted an experiment to determine the proper length and position at which the actuator is attached, in order to achieve a stable motion. We thus fabricated a new prototype with these improvements and performed an operational test at low temperatures from a particular distance, simulating actual usage in a natural environment. The results demonstrated that separation occurred without failure, thus indicating that the separator can be efficiently used in practical environment.</p>

    DOI: 10.20965/jrm.2021.p0446

    Web of Science

    Scopus

  12. Machine learning enables improved runtime and precision for bio-loggers on seabirds 査読有り 国際誌

    Korpela, J; Suzuki, H; Matsumoto, S; Mizutani, Y; Samejima, M; Maekawa, T; Nakai, J; Yoda, K

    COMMUNICATIONS BIOLOGY   3 巻 ( 1 ) 頁: 633 - 633   2020年10月

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    記述言語:英語   掲載種別:研究論文(学術雑誌)   出版者・発行元:Communications Biology  

    Unravelling the secrets of wild animals is one of the biggest challenges in ecology, with bio-logging (i.e., the use of animal-borne loggers or bio-loggers) playing a pivotal role in tackling this challenge. Bio-logging allows us to observe many aspects of animals’ lives, including their behaviours, physiology, social interactions, and external environment. However, bio-loggers have short runtimes when collecting data from resource-intensive (high-cost) sensors. This study proposes using AI on board video-loggers in order to use low-cost sensors (e.g., accelerometers) to automatically detect and record complex target behaviours that are of interest, reserving their devices’ limited resources for just those moments. We demonstrate our method on bio-loggers attached to seabirds including gulls and shearwaters, where it captured target videos with 15 times the precision of a baseline periodic-sampling method. Our work will provide motivation for more widespread adoption of AI in bio-loggers, helping us to shed light onto until now hidden aspects of animals’ lives.

    DOI: 10.1038/s42003-020-01356-8

    Web of Science

    Scopus

    PubMed

  13. Parental birds incubating larger clutches regulate their field metabolic rates in response to environmental changes 査読有り

    Kume, Y; Shirai, M; Mizutani, Y; Niizuma, Y

    ORNITHOLOGICAL SCIENCE   18 巻 ( 2 ) 頁: 161 - 167   2020年1月

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    記述言語:英語   掲載種別:研究論文(学術雑誌)   出版者・発行元:Ornithological Science  

    Species are capable of flexible energy allocation in response to changes in food availability. The extent to which individuals are able to adjust their energy allocation is presumed to be dependent on individual quality. Individuals of lower quality (i.e. better physiological condition) may be at an energy ceiling, and lack the reserves available to be able to expend more energy when environmental conditions deteriorate. Using the doubly labeled water method, we measured the field metabolic rates of free-ranging Black-Tailed Gulls Larus crassirostris incubating two-And three-egg clutches during two consecutive years. Lower sea surface temperatures in 2013, compared with those in 2012, provided indirect evidence of poorer food availability in 2013 than in 2012. Parent gulls incubating three-egg clutches were able to increase their energy expenditure, in response to the poor food conditions in 2013, whereas those incubating two-egg clutches were not. Within a gull population we found heterogeneity of the energy allocation process in response to changes in food availability.

    DOI: 10.2326/osj.18.167

    Web of Science

    Scopus

  14. 統計的信頼性保証付きの軌跡セグメンテーション 査読有り

    戸田 博己, VO Nguyen Le Duy, 杉山 諒太, 佐久間 拓人, 水谷 友一, 鈴木 宏和, 依田 憲, 竹内 一郎

    人工知能学会全国大会論文集   JSAI2020 巻 ( 0 ) 頁: 2C4OS7a04 - 2C4OS7a04   2020年

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    記述言語:日本語   出版者・発行元:一般社団法人 人工知能学会  

    <p>本研究の目的は,軌跡セグメンテーションの結果に対する統計的有意性を評価することである.この問題の難しさは,統計的推論の段階において,軌跡のセグメントがアルゴリズムによって選択されたという事象を考慮する必要がある点にある.仮に古典的な統計的推論手法を用いたとすれば,偽陽性率を所望の有意水準に制御することができないため,得られた$p$値や信頼区間は妥当性を失ってしまう.そこで本研究では,Selective Inferenceの枠組みを導入することにより,動的計画法を用いた最適な軌跡セグメンテーションの結果に対する適切な統計的推論手法を提案する.さらに,提案手法を動物の軌跡データに適用することで,古典的な統計的推論手法と提案手法との差異を示す.</p>

    DOI: 10.11517/pjsai.jsai2020.0_2c4os7a04

    CiNii Research

  15. AI on animals: AI-assisted animal-borne logger never misses the moments that biologists want 査読有り

    Joseph M. Korpela, Hirokazu Suzuki, Sakiko Matsumoto, Yuichi Mizutani, Masaki Samejima, Takuya Maekawa, Junichi Nakai, Ken Yoda

        2019年5月

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  16. Does Aging Change Foraging Behavior of Black-Tailed Gulls? 査読有り

    Suzuki, H; Mizutani, Y; Narita, A; Yoda, K

    2019 IEEE INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING AND COMMUNICATIONS WORKSHOPS (PERCOM WORKSHOPS)     頁: 703 - 705   2019年

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    記述言語:英語   出版者・発行元:2019 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2019  

    How do wild animals behave as they get older? We investigated the foraging behavior of black-tailed gulls (Larus crassirostris) of known age using GPS and acceleration loggers. We found that the older gulls reduced their mean flight speed and tended to feed on prey on land rather than on prey at sea. However, breeding performance of gulls did not change with age. Therefore, older gulls might experience senescence, but optimize their foraging behavior in relation to their age to maintain breeding performance.

    DOI: 10.1109/percomw.2019.8730789

    Web of Science

    Scopus

  17. Trajectories Prediction of the Black-Tailed Gull Using the Inverse Reinforcement Learning 査読有り

    Takemura, K; Hirakawa, T; Mizutani, Y; Suzuki, H; Tsuruya, M; Yoda, K

    2019 IEEE INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING AND COMMUNICATIONS WORKSHOPS (PERCOM WORKSHOPS)     頁: 715 - 717   2019年

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    記述言語:英語   出版者・発行元:2019 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2019  

    Revealing the route selection of wild animals is of fundamental importance in understanding their movements and foraging strategy. In this study, we attached GPS loggers to black-tailed gulls Larus crassirostris and recorded their movement trajectories during their foraging trips. Using inverse reinforcement learning (IRL), we analyzed the factors that affected their route selection. During the training phase, using pre-defined feature maps, we estimated a reward map that may affect the decision making of black-tailed gulls. The reward map can be used for predicting the trajectories of the gulls during the test phase. In addition, the resultant weight vector enabled us to analyze to which degree the black-tailed gulls favor each area.

    DOI: 10.1109/percomw.2019.8730653

    Web of Science

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  18. Preliminary analysis of the foraging strategy of seabirds on the basis of their behavior and physiological cost 査読有り

    Koyama, S; Mizutani, Y; Yoda, K

    2019 IEEE INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING AND COMMUNICATIONS WORKSHOPS (PERCOM WORKSHOPS)     頁: 697 - 699   2019年

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    記述言語:英語   出版者・発行元:2019 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2019  

    Streaked shearwaters (Calonectris leucomelas) are pelagic seabirds that breed on isolated islands in East Asia. Sometimes, they fly long distances to search and forage for food over several hundred kilometers. During the chick-rearing period, efficient foraging is one of the most important tasks for parents because they have to obtain food not only for themselves but also for their chicks. To understand their foraging strategy of streaked shearwaters, their behavior and physiological cost should be quantified. In 2018, we attached GPS and acceleration loggers on breeding shearwaters (15 males and 11 females, including eight pairs) and collected blood samples from them at the deployment and recovery of the loggers. We confirmed that blood drawing from Streaked shearwaters did not have significant adverse effect on their foraging behaviors. We found oxidative and anti-oxidative markers via blood can be useful for assessing the physiological cost of their foraging behaviors. Our finding suggests that females were suffered from heavier stress than males, because females often conducted short trips and increased oxidative stress. To reveal how they perform foraging with minimal cost, we are going to analyze the relationship between foraging behavior and the associated physiological cost in detail.

    DOI: 10.1109/percomw.2019.8730585

    Web of Science

    Scopus

  19. Mercury contents of the tissues and feathers of Black-tailed Gulls on Kabushima (Kabu Island), Aomori, Japan 査読有り

    Goto, R; Ohura, T; Mizutani, Y; Niizuma, Y

    ORNITHOLOGICAL SCIENCE   17 巻 ( 1 ) 頁: 113 - 118   2018年1月

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    記述言語:英語   掲載種別:研究論文(学術雑誌)  

    Web of Science

  20. 生物移動情報分析における個体属性差による行動差異の発見支援 査読有り

    東出大輝, 前川卓也, 天方大地, 原隆浩, 水谷友一, 鈴木宏和, 依田憲

    システム制御情報学会研究発表講演会講演論文集(CD-ROM)   62nd 巻   頁: 8p   2018年

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    記述言語:日本語   出版者・発行元:システム制御情報学会  

    CiNii Books

    J-GLOBAL

  21. How Do Growth and Sibling Competition Affect Telomere Dynamics in the First Month of Life of Long-Lived Seabird? 査読有り 国際誌

    Mizutani, Y; Niizuma, Y; Yoda, K

    PLOS ONE   11 巻 ( 11 ) 頁: e0167261   2016年11月

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    記述言語:英語   掲載種別:研究論文(学術雑誌)   出版者・発行元:PLoS ONE  

    Telomeres are nucleotide sequences located at the ends of chromosomes that promote genome stability. Changes in telomere length (dynamics) are related to fitness or life expectancy, and telomere dynamics during the development phase are likely to be affected by growth and stress factors. Here, we examined telomere dynamics of black-tailed gull chicks (Larus crassirostris) in nests with and without siblings. We found that the initial telomere lengths of singletons at hatching were longer than those of siblings, indicating that singletons are higher-quality chicks than siblings in terms of telomere length. Other factors likely affecting individual quality (i.e., sex, laying date, laying order of eggs, and clutch size) were not related to telomere lengths. Within broods, initial telomere lengths were longer in older chicks than in younger chicks, suggesting that maternal effects, which vary with laying sequence, influence the initial lengths. Additionally, telomeres of chicks with a sibling showed more attrition between hatching and fledging than those of singleton chicks, suggesting that being raised with siblings can cause a sustained competitive environment that leads to telomere loss. High growth rates were associated with a low degree of telomere shortening observed in older siblings, perhaps because slower growth reflects higher food stress and/or higher aerobic metabolism from increased begging effort. Our results show that developmental telomere attrition was an inevitable consequence in two-chick nests in the pre- and post-hatching microenvironments due to the combination of social stress within the nest and maternal effects. The results of our study shed light on telomere dynamics in early life, which may represent an important physiological undercurrent of life-history traits.

    DOI: 10.1371/journal.pone.0167261

    Web of Science

    Scopus

    PubMed

  22. Relationship between non-breeding migratory movements and stable isotopes of nitrogen and carbon from primary feathers of Black-tailed Gull <i>Larus crassirostris</i>

    Tomita, N; Mizutani, Y; Trathan, PN; Niizuma, Y

    ORNITHOLOGICAL SCIENCE   14 巻 ( 1 ) 頁: 3 - 11   2015年

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    記述言語:英語   掲載種別:研究論文(学術雑誌)   出版者・発行元:日本鳥学会  

    Various seabird foraging strategies during the non-breeding season have recently been revealed by combining the use of bio-logging devices and the study of stable isotopic signatures (δ15N and δ13C) from various tissues. In this study, we used these combined methods to determine the relationships between stable isotopic signatures in Black-tailed Gulls Larus crassirostris primary feathers and the areas in which the feathers are presumed to have been grown. The fifth primary (P5) feathers are replaced during late August, and although the migratory movements for seven of the eight gulls studied during this replacement period differed, the isotopic δ15N and δ13C values were similar. These values indicated that the seven gulls fed on a wide range of prey from krill to demersal fish species. The isotopic values from P5 for the individual gull that moved southward after breeding, were much higher than for the seven other birds. In contrast, all eight gulls showed a relatively narrow distribution during the replacement of their outermost primaries (P10), which were replaced during mid October and November. However, the isotopic values from P10 of the individual that moved southward during replacement of P5 were also much higher. The unique isotopic values of this gull might indicate specialization in anthropogenic food resources or high trophic level resources through the migration period, regardless of location. Contrary to previous studies, our research did not detect links between migratory movements and stable isotopic signatures from feathers in Larus gulls migrating through a relatively narrow range and having considerable individual variation in diet.

    DOI: 10.2326/osj.14.3

    Web of Science

    Scopus

    CiNii Research

  23. Environmental perturbations influence telomere dynamics in long-lived birds in their natural habitat 査読有り 国際誌

    Mizutani, Y; Tomita, N; Niizuma, Y; Yoda, K

    BIOLOGY LETTERS   9 巻 ( 5 ) 頁: 20130511 - 20130511   2013年10月

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    記述言語:英語   掲載種別:研究論文(学術雑誌)   出版者・発行元:Biology Letters  

    Telomeres are regarded as markers of biological or cellular ageing because they shorten with the degree of stress exposure. Accordingly, telomere lengths should show different rates of change when animals are faced with different intensities of environmental challenges. However, a relationship between telomere length and the environment has not yet been tested within a natural setting. Here, we report longitudinal telomere dynamics in free-living, blacktailed gulls (Larus crassirostris) through the recapture of birds of a known age over 2-5 consecutive years. The rate of change in telomere lengths differed with respect to year but not sex or age. The years when gulls showed stable telomere lengths or increases in telomere lengths (from 2009 to 2010) and decreases in telomere lengths (from 2010 to 2011) were characterized by El Nin o and the Great Japan Earthquake, respectively. Both events are suspected to have had long-lasting effects on food availability and/or weather conditions. Thus, our findings that telomere dynamics in long-lived birds are influenced by dramatic changes in environmental conditions highlight the importance of environmental fluctuations in affecting stress and lifespan. © 2013 The Author(s) Published by the Royal Society. All rights reserved.

    DOI: 10.1098/rsbl.2013.0511

    Web of Science

    Scopus

    PubMed

▼全件表示

書籍等出版物 1

  1. バイオロギング2 : 動物たちの知られざる世界を探る

    日本バイオロギング研究会( 担当: 分担執筆 ,  範囲: いかに楽に餌を確保するかに智恵を絞るウミネコ)

    京都通信社  2016年9月  ( ISBN:9784903473550

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    総ページ数:223p   記述言語:日本語

    CiNii Books

MISC 1

  1. 私の実験動物,やっぱり個性派です!第12回 テロメアで屋外のパイオニアに 野生動物の負荷を評価

    水谷友一  

    実験医学36 巻 ( 19 )   2018年

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講演・口頭発表等 34

  1. 酸化ストレス測定によるウミネコの移動コストの評価

    水谷友一, 鈴木宏和, 依田憲

    日本生態学会大会講演要旨(Web)  2020年 

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    開催年月日: 2020年

  2. GPS・加速度記録および酸化ストレス計測を用いたオオミズナギドリの採餌戦略の解明

    小山偲歩, 水谷友一, 依田憲

    日本生態学会大会講演要旨(Web)  2020年 

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    開催年月日: 2020年

  3. 飼育下カマイルカのテロメア長測定手法の確立とテロメア動態の解明

    境桃子, 木村里子, 水谷友一, 石川恵, 伊東隆臣, 新妻靖章, 荒井修亮, 荒井修亮

    日本水産学会大会講演要旨集  2019年 

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    開催年月日: 2019年

  4. 野生下ウミネコ(Larus crassirostris)における水銀汚染の影響

    谷日向子, 新妻靖章, 水谷友一

    日本鳥学会大会講演要旨集  2019年 

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    開催年月日: 2019年

  5. ウミネコ雛の生存に影響する気温に関連した微気候の変化

    富田直樹, 水谷友一, 鈴木宏和, 成田章

    日本鳥学会大会講演要旨集  2019年 

     詳細を見る

    開催年月日: 2019年

  6. ストレス評価を目的とした飼育下ジンベエザメのテロメア長測定の試み

    堀美沙樹, 木村里子, 水谷友一, 境桃子, 伊東隆臣, 伊藤このみ, 新妻靖章, 荒井修亮, 荒井修亮

    日本水産学会大会講演要旨集  2019年 

     詳細を見る

    開催年月日: 2019年

  7. 加齢がウミネコの羽ばたきに与える影響

    鈴木宏和, 水谷友一, 成田章, 依田憲

    日本生態学会大会講演要旨(Web)  2019年 

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    開催年月日: 2019年

  8. 抱卵期のウミネコの酸化ストレス変化

    水谷友一, 依田憲

    日本生態学会大会講演要旨(Web)  2019年 

     詳細を見る

    開催年月日: 2019年

  9. 移動・運動・生理の融合:育雛中の海鳥はどのような採餌戦略をとるのか?

    小山偲歩, 水谷友一, 依田憲

    日本動物行動学会大会発表要旨集  2019年 

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    開催年月日: 2019年

  10. 行動記録および生理的コストの評価による長距離移動を行う海鳥の採餌戦略の解明

    小山偲歩, 水谷友一, 依田憲

    日本生態学会大会講演要旨(Web)  2019年 

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    開催年月日: 2019年

  11. 海鳥における水銀汚染と酸化ストレスの関係

    谷日向子, 新妻靖章, 水谷友一

    日本鳥学会大会講演要旨集  2018年 

     詳細を見る

    開催年月日: 2018年

  12. ウミネコの意外な採餌行動と繁殖ステージ変遷による餌種,採餌頻度変化

    鶴谷未知, 水谷友一, 鈴木宏和, 前川卓也, KORPELA Joseph, 依田憲

    日本動物行動学会大会発表要旨集  2018年 

     詳細を見る

    開催年月日: 2018年

  13. 青森県蕪島におけるウミネコの水銀汚染

    後藤綾太, 大浦健, 水谷友一, 新妻靖章

    日本鳥学会大会講演要旨集  2017年 

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    開催年月日: 2017年

  14. ウミネコの非繁殖期の移動生態

    山本誉士, 水谷友一, 永田瑞穂, 鈴木宏和, 依田憲

    日本動物行動学会大会発表要旨集  2017年 

     詳細を見る

    開催年月日: 2017年

  15. ウミネコは年を取るほど陸で採餌する?

    鈴木宏和, 水谷友一, 依田憲

    日本動物行動学会大会発表要旨集  2017年 

     詳細を見る

    開催年月日: 2017年

  16. ストレス判定のための飼育下イルカ類のテロメア長測定

    境桃子, 木村里子, 木村里子, 水谷友一, 石川恵, 荒井修亮, 荒井修亮

    日本水産学会大会講演要旨集  2017年 

     詳細を見る

    開催年月日: 2017年

  17. 孵化時テロメア長を決めるのは親の影響か環境か

    水谷友一, 新妻靖章, 依田憲

    日本鳥学会大会講演要旨集  2017年 

     詳細を見る

    開催年月日: 2017年

  18. 孵化時テロメア長を決めるのは親の影響か環境か

    水谷友一, 依田憲

    日本動物行動学会大会発表要旨集  2017年 

     詳細を見る

    開催年月日: 2017年

  19. 観光地における給餌による繁殖中のウミネコの栄養状態への影響

    加藤由佳, 新妻靖章, 水谷友一, 風間健太郎

    日本鳥学会大会講演要旨集  2015年 

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    開催年月日: 2015年

  20. ウミネコの採餌場所は海面水温の年変動に影響を受けるか?

    鈴木宏和, 水谷友一, 依田憲

    日本動物行動学会大会発表要旨集  2015年 

     詳細を見る

    開催年月日: 2015年

  21. 成長期の海鳥のテロメア変化:成長率や兄弟間競争との関係行動

    水谷友一, 新妻靖章, 依田憲

    日本動物行動学会大会発表要旨集  2015年 

     詳細を見る

    開催年月日: 2015年

  22. ウミネコの渡り行動はどの程度個体内で一貫しているのか

    永田瑞穂, 水谷友一, 依田憲, 新妻靖明

    日本動物行動学会大会発表要旨集  2014年 

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    開催年月日: 2014年

  23. ウミネコにおける一腹卵数とエネルギー消費量

    粂佑奈, 新妻靖章, 水谷友一, 永田瑞穂, 白井正樹

    日本生態学会大会講演要旨(Web)  2014年 

     詳細を見る

    開催年月日: 2014年

  24. 産卵数の大きいウミネコはエネルギー消費量も大きいか?

    粂佑奈, 永田瑞穂, 水谷友一, 白井正樹, 新妻靖章

    日本鳥学会大会講演要旨集  2013年 

     詳細を見る

    開催年月日: 2013年

  25. GPSデータロガーを用いたウミネコの採餌場所の選好性の解明

    水谷友一, ZAVALAGA Carlos B., ZAVALAGA Carlos B., 新妻靖章, 永田瑞穂, 成田章, 依田憲

    日本鳥学会大会講演要旨集  2013年 

     詳細を見る

    開催年月日: 2013年

  26. ウミネコにおける求愛給餌が繁殖に与える影響

    永田瑞穂, 新妻靖章, 水谷友一, 風間健太郎

    日本鳥学会大会講演要旨集  2013年 

     詳細を見る

    開催年月日: 2013年

  27. 環境変化が野生のウミネコの行動やテロメアに及ぼす影響

    水谷友一, 富田直樹, 新妻靖章, 依田憲

    日本動物行動学会大会発表要旨集  2012年 

     詳細を見る

    開催年月日: 2012年

  28. 経年的変化でみえてきたウミネコのテロメア変化パターン

    水谷友一, 富田直樹, 新妻靖章, 依田憲

    日本動物心理学会大会プログラム  2011年 

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    開催年月日: 2011年

  29. ウミネコにおける非繁殖期の渡りの経路と越冬域

    富田直樹, 富田直樹, 水谷友一, 新妻靖章

    日本鳥学会大会講演要旨集  2011年 

     詳細を見る

    開催年月日: 2011年

  30. 蕪島におけるウミネコの人間活動への依存性

    富田直樹, 水谷友一, 依田憲, 新妻靖章

    日本鳥学会大会講演要旨集  2010年 

     詳細を見る

    開催年月日: 2010年

  31. ウミネコ雛の成長に伴うテロメア変化

    水谷友一, 富田直樹, 成田憙一, 成田章, 新妻靖章, 依田憲

    日本鳥学会大会講演要旨集  2010年 

     詳細を見る

    開催年月日: 2010年

  32. 長寿命鳥類において育雛期の環境条件が個体群の動態に与える影響

    富田直樹, 成田憙一, 成田章, 水谷友一, 杉浦里奈, 藤井英紀, 新妻靖章

    日本鳥学会大会講演要旨集  2009年 

     詳細を見る

    開催年月日: 2009年

  33. ウミネコにおけるテロメアの年次変化-経過報告-

    水谷友一, 富田直樹, 新妻靖章, 依田憲

    日本鳥学会大会講演要旨集  2009年 

     詳細を見る

    開催年月日: 2009年

  34. ウミネコのテロメア変化と年齢の関係

    水谷友一, 富田直樹, 風間健太郎, 成田憙一, 成田章, 高橋弘樹, 長谷川理, 新妻靖明

    日本鳥学会大会講演要旨集  2008年 

     詳細を見る

    開催年月日: 2008年

▼全件表示

科研費 2

  1. 野生海鳥類の繁殖投資における育雛コスト評価の行動・生理学的アプローチ

    研究課題/研究課題番号:23K05918  2023年4月 - 2027年3月

    日本学術振興会  科学研究費助成事業 基盤研究(C)  基盤研究(C)

    水谷 友一

      詳細を見る

    担当区分:研究代表者 

    配分額:4810000円 ( 直接経費:3700000円 、 間接経費:1110000円 )

    海鳥の行動およびライフコストを、2分野の先端的手法を用いて記録することにより、鳥類における採餌行動と繁殖投資の進化について生活史戦略的視点からの理解を試みる。特に、育雛にかける行動的負荷と生理学的負荷(ライフコスト)によって精密な育雛コストを評価する。行動測定に関しては、センサ類の進歩により、野生動物の行動を秒単位で記録することが可能になってきたバイオロギング手法を、ライフコストの計測には時間スケールのことなる酸化ストレスとテロメアを測定し評価する。

  2. 装着型行動記録装置とテロメア計測を用いた野生動物のライフコスト戦略の解明

    研究課題/研究課題番号:18K14788  2018年4月 - 2021年3月

    日本学術振興会  科学研究費助成事業 若手研究  若手研究

    水谷 友一

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    長寿命生物の一生における、採餌行動の影響や役割を解明するために、比較的短期に作用するコストとなる酸化ストレスの測定と変化を計測した。本研究では、繁殖期の動物の多様な採餌行動の違いが、生理的な負荷の違いを生み、生活史戦略の基盤である長期的コストへも影響しているか、採餌戦略の進化に及ぼす影響を明らかにすることを目的としている。
    本年度は、初年度と同じ野生のウミネコLarus crassirostrisに対して、GPS・加速度データロガーの装着と採血を行なった。野生のウミネコに対して血漿からd-ROMsテスト (酸化度の測定) とBAPテスト (抗酸化力の測定) が利用可能であることが初年度の実験でわかってため、昨年同様に血漿成分から測定した。
    長期間の安定した装着を可能としたハーネス装着法を取り入れたことで、データロガーの装着と回収の期間は、例年通りの約1週間程度の行動軌跡に加えて30日以上の行動軌跡が取得できた。一方でウミネコの酸化ストレスは、昨年度に比べて、BAP平均値およびばらつきには有意差がなかったが、d-ROMs平均値は著しく低かった。特定の個体のd-ROMs値や変化量が低いのではなく、2019年度全体として低かった。2年間の測定値しか比較できないため、次年度の野外調査で酸化ストレス値を測定し、ウミネコの一般的な酸化度の値を特定する。3年間の値を比較することで、ウミネコ個体群の抱卵期の一般的な酸化ストレス値を明らかにし、値の突出した年には個体群へ影響する規模の外的要因が存在していると考えられるため、その年の何がウミネコの生理状態へ影響していたのか原因の特定を行う。また、この大規模な環境変動はテロメア長変化へも影響していることがわかっているため、タイムスパンの異なるストレス指標である酸化ストレスとテロメアの関係性を明らかにするために必要な情報を得ることができた。

 

担当経験のある科目 (本学以外) 2

  1. 生物学基礎演習

    2018年10月 - 2019年2月 愛知教育大学)

  2. 生物学2

    2017年9月 - 現在 名城大学)

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    科目区分:学部教養科目