Evidence map›Paper›PMID 37140752›Full record

ArticlePrimates; journal of primatology2023

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

Eva Gazagne, Russell J Gray, Radoslaw Ratajszczak, Fany Brotcorne, Alain Hambuckers

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Article in Primates; journal of primatology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Eva GazagneUnit of Research SPHERES, University of Liège, Quai van Beneden, 22, 4020, Liège, Belgium. evagazagne@live.fr.ORCID http://orcid.org/0000-0001-8077-4193
Russell J GraySave Vietnam's Wildlife, Cuc Phuong National Park, Nho Quan, Ninh Binh Province, Vietnam.ORCID http://orcid.org/0000-0002-8299-7734
Radoslaw RatajszczakEndangered Primate Rescue Center, Cuc Phuong National Park, Nho Quan, Ninh Binh Province, Vietnam.
Fany BrotcorneUnit of Research SPHERES, University of Liège, Quai van Beneden, 22, 4020, Liège, Belgium.ORCID http://orcid.org/0000-0003-2780-3631
Alain HambuckersUnit of Research SPHERES, University of Liège, Quai van Beneden, 22, 4020, Liège, Belgium.ORCID http://orcid.org/0000-0003-2594-2064

Funding

Université de Liège Duesberg Foundation
6 · The paper itself

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.

Indexed as

Endangered SpeciesPresbytiniUnmanned Aerial DevicesAnimalsHylobatesInfrared RaysPilot ProjectsPopulationPrimatesVietnamConservationDetectionDroneThermal infraredThreatened primates

Identifiers

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.