How close can we get to seeing the private lives of fur seals and sea lions? Experimental UAV flights on the Southern Brazilian coast

IF 1.8 3区 生物学 Q3 ECOLOGY
Natália Procksch , Murilo Guimarães , Marcela Regina Trindade , Paulo Henrique Ott , Martin Sucunza Perez , Maurício Roberto Veronez , Larissa Rosa de Oliveira
{"title":"How close can we get to seeing the private lives of fur seals and sea lions? Experimental UAV flights on the Southern Brazilian coast","authors":"Natália Procksch ,&nbsp;Murilo Guimarães ,&nbsp;Marcela Regina Trindade ,&nbsp;Paulo Henrique Ott ,&nbsp;Martin Sucunza Perez ,&nbsp;Maurício Roberto Veronez ,&nbsp;Larissa Rosa de Oliveira","doi":"10.1016/j.jembe.2024.152042","DOIUrl":null,"url":null,"abstract":"<div><p>Recent advances in unmanned aerial vehicle (UAV) technology have made them a popular and accessible tool for wildlife research. Despite their popularity, there are some concerns about their potential negative impacts due to the possibility of causing disturbance to the species being monitored. We assessed the potential behavioral disturbance of low altitude UAVs on South American fur seals (<em>Arctocephalus australis</em>) and sea lions (<em>Otaria flavescens</em>) on a haulout site in southern Brazil (Wildlife Refuge of Ilha dos Lobos (WRIL)) between October 2022 and August 2023. Behavioral responses of each individual toward the UAV were classified (no response, vigilant or movement) and individuals were also classified according to their species. The probability of individuals expressing each one of the three behaviors at each altitude was assessed by Binomial and Multinomial Mixed Models. We flew a small UAV (DJI Air 2S) vertically above 731 South American sea lions, including 131 adult males, 590 subadult males and 10 juveniles; and 121 South American fur seals, including one subadult, one juvenile and 119 yearlings. For sea lions, vigilant and movement responses represented only 7.70% and 0.36% of behaviors observed during vertical approaches. South American fur seals appeared less perturbed by UAV presence, as only 1.56% of observed behaviors were classified as vigilant, and no movement responses were observed during vertical approaches. Similar results were found during horizontal flights over these species. The most frequent behavior observed in both species was no response, with a probability higher than 0.89 during vertical and horizontal approaches with drones, even at lower altitudes. Based on these results, we recommend that due to their benefits and minimal impact on the studied species, UAV monitoring studies of South American pinnipeds be conducted at a minimum altitude of 30 m at non-breeding sites, especially at haulout sites.</p></div>","PeriodicalId":50197,"journal":{"name":"Journal of Experimental Marine Biology and Ecology","volume":"579 ","pages":"Article 152042"},"PeriodicalIF":1.8000,"publicationDate":"2024-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Experimental Marine Biology and Ecology","FirstCategoryId":"99","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0022098124000571","RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ECOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Recent advances in unmanned aerial vehicle (UAV) technology have made them a popular and accessible tool for wildlife research. Despite their popularity, there are some concerns about their potential negative impacts due to the possibility of causing disturbance to the species being monitored. We assessed the potential behavioral disturbance of low altitude UAVs on South American fur seals (Arctocephalus australis) and sea lions (Otaria flavescens) on a haulout site in southern Brazil (Wildlife Refuge of Ilha dos Lobos (WRIL)) between October 2022 and August 2023. Behavioral responses of each individual toward the UAV were classified (no response, vigilant or movement) and individuals were also classified according to their species. The probability of individuals expressing each one of the three behaviors at each altitude was assessed by Binomial and Multinomial Mixed Models. We flew a small UAV (DJI Air 2S) vertically above 731 South American sea lions, including 131 adult males, 590 subadult males and 10 juveniles; and 121 South American fur seals, including one subadult, one juvenile and 119 yearlings. For sea lions, vigilant and movement responses represented only 7.70% and 0.36% of behaviors observed during vertical approaches. South American fur seals appeared less perturbed by UAV presence, as only 1.56% of observed behaviors were classified as vigilant, and no movement responses were observed during vertical approaches. Similar results were found during horizontal flights over these species. The most frequent behavior observed in both species was no response, with a probability higher than 0.89 during vertical and horizontal approaches with drones, even at lower altitudes. Based on these results, we recommend that due to their benefits and minimal impact on the studied species, UAV monitoring studies of South American pinnipeds be conducted at a minimum altitude of 30 m at non-breeding sites, especially at haulout sites.

我们能在多大程度上近距离观察海狗和海狮的私生活?巴西南部海岸的实验性无人机飞行
无人驾驶飞行器(UAV)技术的最新进展使其成为野生动物研究中一种流行且易于使用的工具。尽管无人飞行器很受欢迎,但也有人担心其可能对被监测物种造成干扰,从而产生负面影响。我们评估了 2022 年 10 月至 2023 年 8 月期间低空无人机在巴西南部的一个集群地(洛沃斯岛野生动物保护区(WRIL))对南美海狗(Arctocephalus australis)和海狮(Otaria flavescens)的潜在行为干扰。对每个个体对无人飞行器的行为反应进行分类(无反应、警惕或移动),并根据其物种对个体进行分类。个体在每个高度表达三种行为中每一种行为的概率是通过二项式和多项式混合模型进行评估的。我们在 731 只南美海狮(包括 131 只成年雄性海狮、590 只亚成年雄性海狮和 10 只幼年海狮)和 121 只南美海狗(包括 1 只亚成年海狗、1 只幼年海狗和 119 只一岁海狗)的上空垂直飞行了小型无人机(大疆 Air 2S)。对海狮而言,在垂直接近过程中观察到的行为中,警惕和移动反应分别只占 7.70% 和 0.36%。南美海狗受到无人机出现的干扰似乎较小,因为在垂直接近过程中,只有 1.56% 的观察行为被归类为警惕,而且没有观察到移动反应。在这些物种上空进行水平飞行时也发现了类似的结果。在这两个物种身上观察到的最常见行为是无反应,在无人机垂直和水平接近期间,即使在较低的高度,其概率也高于 0.89。基于这些结果,我们建议,由于无人机的益处以及对研究物种的最小影响,在非繁殖地,尤其是在集群地,对南美洲针鼹的无人机监测研究应在最低 30 米的高度进行。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Journal of Experimental Marine Biology and Ecology
Journal of Experimental Marine Biology and Ecology 生物-海洋与淡水生物学
CiteScore
4.30
自引率
0.00%
发文量
98
审稿时长
14 weeks
期刊介绍: The Journal of Experimental Marine Biology and Ecology provides a forum for experimental ecological research on marine organisms in relation to their environment. Topic areas include studies that focus on biochemistry, physiology, behavior, genetics, and ecological theory. The main emphasis of the Journal lies in hypothesis driven experimental work, both from the laboratory and the field. Natural experiments or descriptive studies that elucidate fundamental ecological processes are welcome. Submissions should have a broad ecological framework beyond the specific study organism or geographic region. Short communications that highlight emerging issues and exciting discoveries within five printed pages will receive a rapid turnaround. Papers describing important new analytical, computational, experimental and theoretical techniques and methods are encouraged and will be highlighted as Methodological Advances. We welcome proposals for Review Papers synthesizing a specific field within marine ecology. Finally, the journal aims to publish Special Issues at regular intervals synthesizing a particular field of marine science. All printed papers undergo a peer review process before being accepted and will receive a first decision within three months.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信