Suppr超能文献

秘鲁殖民地海鸟对飞行无人机的反应:实施新的种群监测方法的效果与可行性

Response of colonial Peruvian guano birds to flying UAVs: effects and feasibility for implementing new population monitoring methods.

作者信息

Irigoin-Lovera Cinthia, Luna Diana M, Acosta Diego A, Zavalaga Carlos B

机构信息

Unidad de Investigación de Ecosistemas Marinos, Grupo de Aves Marinas, Universidad Cientifica del Sur, Lima, Lima, Peru.

Universidad Nacional Mayor de San Marcos, Lima, Lima, Peru.

出版信息

PeerJ. 2019 Dec 11;7:e8129. doi: 10.7717/peerj.8129. eCollection 2019.

Abstract

BACKGROUND

Drones are reliable tools for estimating colonial seabird numbers. Although most research has focused on methods of improving the accuracy of bird counts, few studies have evaluated the impacts of these methods on bird behavior. In this study, we examined the effects of the DJI Phantom 3 drone approach (altitude, horizontal and vertical descent speeds) on changes in the intensity of behavioral response of guano birds: guanay cormorants (), Peruvian boobies () and Peruvian pelicans (). The breeding and non-breeding condition was also evaluated.

METHODS

Eleven locations along the Peruvian coast were visited in 2016-2017. Drone flight tests considered an altitude range from 5 to 80 m from the colony level, a horizontal speed range from 0.5 to 15 m/s, and a vertical descent speed range from 0.5 to 3 m/s. The intensity of the behavioral response of birds was scored and categorized as: 0-no reacting, 1-head pointing to the drone (HP), 2-wing flapping (WF), 3-walking/running (WR) and 4-taking-off/flying (TK). Drone noise at specific altitudes was recorded with a sound meter close to the colony to discriminate visual from auditory effects of the drone.

RESULTS

In 74% of all test flights ( = 507), guano birds did not react to the presence of the drone, whereas in the remaining flights, birds showed a sign of discomfort: HP (47.7%, = 130), WF (18.5%), WR (16.9%) and TK (16.9%). For the drone approach tests, only flight altitude had a significant effect in the intensity of the behavioral response of guano birds (intensity behavioral response <2). No birds reacted at drone altitudes above 50 m from the colony. Birds, for all species either in breeding or non-breeding condition, reacted more often at altitudes of 5 and 10 m. Chick-rearing cormorants and pelicans were less sensitive than their non-breeding counterparts in the range of 5-30 m of drone altitude, but boobies reacted similarly irrespective of their condition. At 5 m above the colony, cormorants were more sensitive to the drone presence than the other two species. Horizontal and vertical flights at different speeds had negligible effects (intensity behavioral response <1). At 2 m above the ground, the noise of the cormorant colony was in average 71.34 ± 4.05 dB ( = 420). No significant differences were observed in the drone noise at different flight altitudes because the background noise of the colony was as loud as the drone.

CONCLUSIONS

It is feasible to use the drone DJI Phantom 3 for surveys on the guano islands of Peru. We recommend performing drone flights at altitudes greater than 50 m from guano bird colonies and to select take-off spots far from gulls. Likewise, this study provides a first step to develop guidelines and protocols of drone use for other potential activities on the Peruvian guano islands and headlands such as surveys of other seabirds and pinnipeds, filming and surveillance.

摘要

背景

无人机是估算群居海鸟数量的可靠工具。尽管大多数研究都集中在提高鸟类数量统计准确性的方法上,但很少有研究评估这些方法对鸟类行为的影响。在本研究中,我们研究了大疆精灵3无人机的接近方式(高度、水平和垂直下降速度)对粪鸟行为反应强度变化的影响:秘鲁鸬鹚()、秘鲁鲣鸟()和秘鲁鹈鹕()。同时也评估了繁殖期和非繁殖期的情况。

方法

2016年至2017年期间,对秘鲁海岸的11个地点进行了考察。无人机飞行测试考虑的高度范围是距离鸟群5至80米,水平速度范围是0.5至15米/秒,垂直下降速度范围是0.5至3米/秒。对鸟类行为反应的强度进行评分并分类为:0 - 无反应,1 - 头部指向无人机(HP),2 - 拍打翅膀(WF),3 - 行走/奔跑(WR)和4 - 起飞/飞行(TK)。在靠近鸟群处用声级计记录特定高度的无人机噪音,以区分无人机的视觉和听觉影响。

结果

在所有测试飞行(= 507次)中,74%的粪鸟对无人机的出现没有反应,而在其余飞行中,鸟类表现出不适迹象:HP(47.7%,= 130)、WF(18.5%)、WR(16.9%)和TK(16.9%)。对于无人机接近测试,只有飞行高度对粪鸟行为反应强度有显著影响(行为反应强度<2)。在距离鸟群50米以上的无人机高度,没有鸟类做出反应。所有物种的鸟类,无论处于繁殖期还是非繁殖期,在5米和10米高度时反应更频繁。在无人机高度5至30米范围内,育雏的鸬鹚和鹈鹕比非繁殖期的同类对无人机的敏感度低,但鲣鸟无论处于何种状态反应相似。在鸟群上方5米处,鸬鹚对无人机的存在比其他两个物种更敏感。不同速度的水平和垂直飞行影响可忽略不计(行为反应强度<1)。在离地面2米处,鸬鹚鸟群的噪音平均为71.34 ± 4.05分贝(= 420)。在不同飞行高度的无人机噪音中未观察到显著差异,因为鸟群的背景噪音与无人机一样大。

结论

使用大疆精灵3无人机对秘鲁的粪岛进行调查是可行的。我们建议在距离粪鸟群大于50米的高度进行无人机飞行,并选择远离海鸥的起飞点。同样,本研究为制定秘鲁粪岛和岬角上其他潜在活动(如对其他海鸟和鳍足类动物的调查、拍摄和监视)的无人机使用指南和协议提供了第一步。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c61/6911346/2e2460bc8d74/peerj-07-8129-g001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验