Unmanned aerial vehicles (UAVs) with thermal infrared (TIR) sensors are effective for monitoring and counting threatened Vietnamese primates.

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Eva Gazagne, Russell J Gray, Radoslaw Ratajszczak, Fany Brotcorne, Alain Hambuckers
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引用次数: 0

Abstract

Monitoring the population size of threatened primate species with minimal disturbance is becoming an outstanding requirement for conservation and wildlife management. Drones with thermal infrared (TIR) and visible spectrum (RGB) imaging are increasingly used to survey arboreal primates, but ground-truthing is still required to assess the effectiveness of drone-based count estimates. Our pilot study aims to assess the ability of a drone with both TIR and RGB sensors to detect, count, and identify semi-wild population of four endangered species of langurs and gibbon in the Endangered Primate Rescue Center (EPRC) in northern Vietnam. We found that TIR imagery enabled higher detection rates compared to RGB imagery and obtained an accurate count with the TIR only after four drone flights. We could identify langurs species based on thermal signature at a flight height of 50 m from the ground level (max tree height = 15 m), via size and shape of the body. With TIR imagery, we were able to record inconspicuous behaviors such as foraging and play. While some individuals initially showed flight or avoidance behaviors when the drone was sighted, these behaviors decreased or were absent on following drone surveys. Our study suggests that monitoring and precisely counting langur and gibbon species populations could be successful with the use of thermal drones only.

Abstract Image

带有热红外(TIR)传感器的无人驾驶飞行器(uav)在监测和计数越南濒危灵长类动物方面是有效的。
以最小的干扰监测濒危灵长类物种的种群规模正成为保护和野生动物管理的一个突出要求。具有热红外(TIR)和可见光谱(RGB)成像的无人机越来越多地用于调查树栖灵长类动物,但仍然需要地面真相来评估基于无人机的计数估计的有效性。我们的试点研究旨在评估具有TIR和RGB传感器的无人机在越南北部濒危灵长类动物救援中心(EPRC)检测、计数和识别四种濒危叶猴和长臂猿半野生种群的能力。我们发现,与RGB图像相比,TIR图像具有更高的检测率,并且仅在四次无人机飞行后才使用TIR获得准确的计数。我们可以根据距离地面50米(最高树高= 15米)的飞行高度的热特征,通过身体的大小和形状来识别叶猴的种类。有了TIR图像,我们就能记录下不显眼的行为,比如觅食和玩耍。当看到无人机时,一些个体最初表现出逃跑或躲避行为,但在随后的无人机调查中,这些行为减少或消失。我们的研究表明,仅使用热无人机就可以成功地监测和精确计数叶猴和长臂猿物种的数量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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