Thermal Infrared Imaging from Drones Offers a Major Advance for Spider Monkey Surveys
Accurate and precise population estimates form the basis of conservation action but are lacking for many arboreal species due to the high costs and difficulty in surveying these species. Recently, researchers have started to use drones to obtain data on animal distribution and density. In this study...
Main Authors: | , , , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2019-04-01
|
Series: | Drones |
Subjects: | |
Online Access: | https://www.mdpi.com/2504-446X/3/2/34 |
id |
doaj-43fb6d37a6d3406da7333c103a74049f |
---|---|
record_format |
Article |
spelling |
doaj-43fb6d37a6d3406da7333c103a74049f2020-11-24T21:44:24ZengMDPI AGDrones2504-446X2019-04-01323410.3390/drones3020034drones3020034Thermal Infrared Imaging from Drones Offers a Major Advance for Spider Monkey SurveysDenise Spaan0Claire Burke1Owen McAree2Filippo Aureli3Coral E. Rangel-Rivera4Anja Hutschenreiter5Steve N. Longmore6Paul R. McWhirter7Serge A. Wich8Instituto de Investigaciones sobre los Recursos Naturales, Universidad Michoacana de San Nicolás de Hidalgo, Avenida Juanito Itzicuaro, Morelia, Michoacan 58330, MexicoAstrophysics Research Institute, Liverpool John Moores University, 146 Brownlow Hill, Liverpool L3 5RF, UKFaculty of Science, Liverpool John Moores University, Byron Street, Liverpool L3 3AF, UKConMonoMaya A.C., Km 5.4 carretera Chemax-Coba, Chemax, Yucatan 97770, MexicoConMonoMaya A.C., Km 5.4 carretera Chemax-Coba, Chemax, Yucatan 97770, MexicoConMonoMaya A.C., Km 5.4 carretera Chemax-Coba, Chemax, Yucatan 97770, MexicoAstrophysics Research Institute, Liverpool John Moores University, 146 Brownlow Hill, Liverpool L3 5RF, UKAstrophysics Research Institute, Liverpool John Moores University, 146 Brownlow Hill, Liverpool L3 5RF, UKSchool of Natural Sciences and Psychology, Liverpool John Moores University, Byron Street, Liverpool L3 3AF, UKAccurate and precise population estimates form the basis of conservation action but are lacking for many arboreal species due to the high costs and difficulty in surveying these species. Recently, researchers have started to use drones to obtain data on animal distribution and density. In this study, we compared ground and drone counts for spider monkeys (<i>Ateles geoffroyi</i>) at their sleeping sites using a custom-built drone fitted with a thermal infrared (TIR) camera. We demonstrated that a drone with a TIR camera can be successfully employed to determine the presence and count the number of spider monkeys in a forested area. Using a concordance analysis, we found high agreement between ground and drone counts for small monkey subgroups (<10 individuals), indicating that the methods do not differ when surveying small subgroups. However, we found low agreement between methods for larger subgroups (>10 individuals), with drone counts being higher than the corresponding ground counts in 83% of surveys. We could identify additional individuals from TIR drone footage due to a greater area covered compared to ground surveys. We recommend using TIR drones for surveys of spider monkey sleeping sites and discuss current challenges to implementation.https://www.mdpi.com/2504-446X/3/2/34unmanned aerial vehiclesconservationpopulation monitoring<i>Ateles</i>primates |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Denise Spaan Claire Burke Owen McAree Filippo Aureli Coral E. Rangel-Rivera Anja Hutschenreiter Steve N. Longmore Paul R. McWhirter Serge A. Wich |
spellingShingle |
Denise Spaan Claire Burke Owen McAree Filippo Aureli Coral E. Rangel-Rivera Anja Hutschenreiter Steve N. Longmore Paul R. McWhirter Serge A. Wich Thermal Infrared Imaging from Drones Offers a Major Advance for Spider Monkey Surveys Drones unmanned aerial vehicles conservation population monitoring <i>Ateles</i> primates |
author_facet |
Denise Spaan Claire Burke Owen McAree Filippo Aureli Coral E. Rangel-Rivera Anja Hutschenreiter Steve N. Longmore Paul R. McWhirter Serge A. Wich |
author_sort |
Denise Spaan |
title |
Thermal Infrared Imaging from Drones Offers a Major Advance for Spider Monkey Surveys |
title_short |
Thermal Infrared Imaging from Drones Offers a Major Advance for Spider Monkey Surveys |
title_full |
Thermal Infrared Imaging from Drones Offers a Major Advance for Spider Monkey Surveys |
title_fullStr |
Thermal Infrared Imaging from Drones Offers a Major Advance for Spider Monkey Surveys |
title_full_unstemmed |
Thermal Infrared Imaging from Drones Offers a Major Advance for Spider Monkey Surveys |
title_sort |
thermal infrared imaging from drones offers a major advance for spider monkey surveys |
publisher |
MDPI AG |
series |
Drones |
issn |
2504-446X |
publishDate |
2019-04-01 |
description |
Accurate and precise population estimates form the basis of conservation action but are lacking for many arboreal species due to the high costs and difficulty in surveying these species. Recently, researchers have started to use drones to obtain data on animal distribution and density. In this study, we compared ground and drone counts for spider monkeys (<i>Ateles geoffroyi</i>) at their sleeping sites using a custom-built drone fitted with a thermal infrared (TIR) camera. We demonstrated that a drone with a TIR camera can be successfully employed to determine the presence and count the number of spider monkeys in a forested area. Using a concordance analysis, we found high agreement between ground and drone counts for small monkey subgroups (<10 individuals), indicating that the methods do not differ when surveying small subgroups. However, we found low agreement between methods for larger subgroups (>10 individuals), with drone counts being higher than the corresponding ground counts in 83% of surveys. We could identify additional individuals from TIR drone footage due to a greater area covered compared to ground surveys. We recommend using TIR drones for surveys of spider monkey sleeping sites and discuss current challenges to implementation. |
topic |
unmanned aerial vehicles conservation population monitoring <i>Ateles</i> primates |
url |
https://www.mdpi.com/2504-446X/3/2/34 |
work_keys_str_mv |
AT denisespaan thermalinfraredimagingfromdronesoffersamajoradvanceforspidermonkeysurveys AT claireburke thermalinfraredimagingfromdronesoffersamajoradvanceforspidermonkeysurveys AT owenmcaree thermalinfraredimagingfromdronesoffersamajoradvanceforspidermonkeysurveys AT filippoaureli thermalinfraredimagingfromdronesoffersamajoradvanceforspidermonkeysurveys AT coralerangelrivera thermalinfraredimagingfromdronesoffersamajoradvanceforspidermonkeysurveys AT anjahutschenreiter thermalinfraredimagingfromdronesoffersamajoradvanceforspidermonkeysurveys AT stevenlongmore thermalinfraredimagingfromdronesoffersamajoradvanceforspidermonkeysurveys AT paulrmcwhirter thermalinfraredimagingfromdronesoffersamajoradvanceforspidermonkeysurveys AT sergeawich thermalinfraredimagingfromdronesoffersamajoradvanceforspidermonkeysurveys |
_version_ |
1725910588996976640 |