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热红外(TIR)传感器的无人机(UAV)可有效用于监测和统计濒危越南灵长类动物。

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

机构信息

Unit of Research SPHERES, University of Liège, Quai van Beneden, 22, 4020, Liège, Belgium.

Save Vietnam's Wildlife, Cuc Phuong National Park, Nho Quan, Ninh Binh Province, Vietnam.

出版信息

Primates. 2023 Jul;64(4):407-413. doi: 10.1007/s10329-023-01066-9. Epub 2023 May 4.

DOI:10.1007/s10329-023-01066-9
PMID:37140752
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.

摘要

监测受威胁灵长类物种的种群数量,尽量减少干扰,这对保护和野生动物管理来说正变得越来越重要。配备热红外(TIR)和可见光谱(RGB)成像功能的无人机越来越多地被用于调查树栖灵长类动物,但仍需要进行实地核实,以评估基于无人机的计数估计的有效性。我们的初步研究旨在评估配备 TIR 和 RGB 传感器的无人机检测、计数和识别越南北部濒危灵长类动物救援中心(EPRC)中四种濒危长尾猴和长臂猿半野生种群的能力。我们发现,与 RGB 图像相比,TIR 图像能够提高检测率,并且在进行了四次无人机飞行后,仅使用 TIR 就能获得准确的计数。我们可以根据热特征,在离地面 50 米(最高树高 15 米)的飞行高度,通过身体的大小和形状,识别出长尾猴的物种。通过 TIR 图像,我们能够记录到不显眼的行为,如觅食和玩耍。虽然有些个体在看到无人机时最初表现出飞行或躲避行为,但这些行为在随后的无人机调查中减少或消失了。我们的研究表明,仅使用热无人机就能成功监测和准确计数长尾猴和长臂猿的种群数量。

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本文引用的文献

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A comparative evaluation of thermal camera and visual counting methods for primate census in a riparian forest at the Lower Kinabatangan Wildlife Sanctuary (LKWS), Malaysian Borneo.在马来西亚婆罗洲的下京那巴当岸野生动物保护区(LKWS)的河岸森林中,对热成像相机和目视计数方法进行灵长类动物普查的比较评估。
Primates. 2021 Jan;62(1):143-151. doi: 10.1007/s10329-020-00837-y. Epub 2020 Jun 22.
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PLoS One. 2017 Jun 21;12(6):e0178448. doi: 10.1371/journal.pone.0178448. eCollection 2017.
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