Detection of two Arctic birds in Greenland and an endangered bird in Korea using RGB and thermal cameras with an unmanned aerial vehicle (UAV).

Unmanned aerial vehicles (UAVs), so-called 'drones', have been widely used to monitor wild animals. Here, we tested a UAV with red, green, and blue (RGB) and thermal cameras to detect free-living birds in a high Arctic region in North Greenland and in a restricted area in the Republic of K...

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Published in:PLOS ONE
Main Authors: Won Young Lee, Mijin Park, Chang-Uk Hyun
Format: Article in Journal/Newspaper
Language:English
Published: Public Library of Science (PLoS) 2019
Subjects:
R
Q
Online Access:https://doi.org/10.1371/journal.pone.0222088
https://doaj.org/article/c81ccaf459ab4d7cb2218e21c0567dce
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spelling ftdoajarticles:oai:doaj.org/article:c81ccaf459ab4d7cb2218e21c0567dce 2023-05-15T13:29:58+02:00 Detection of two Arctic birds in Greenland and an endangered bird in Korea using RGB and thermal cameras with an unmanned aerial vehicle (UAV). Won Young Lee Mijin Park Chang-Uk Hyun 2019-01-01T00:00:00Z https://doi.org/10.1371/journal.pone.0222088 https://doaj.org/article/c81ccaf459ab4d7cb2218e21c0567dce EN eng Public Library of Science (PLoS) https://doi.org/10.1371/journal.pone.0222088 https://doaj.org/toc/1932-6203 1932-6203 doi:10.1371/journal.pone.0222088 https://doaj.org/article/c81ccaf459ab4d7cb2218e21c0567dce PLoS ONE, Vol 14, Iss 9, p e0222088 (2019) Medicine R Science Q article 2019 ftdoajarticles https://doi.org/10.1371/journal.pone.0222088 2022-12-31T12:50:06Z Unmanned aerial vehicles (UAVs), so-called 'drones', have been widely used to monitor wild animals. Here, we tested a UAV with red, green, and blue (RGB) and thermal cameras to detect free-living birds in a high Arctic region in North Greenland and in a restricted area in the Republic of Korea. Small flocks of molting pink-footed geese (Anser brachyrhynchus) near sea ice and incubating common ringed plovers (Charadrius hiaticula) in the Arctic environment were chosen for the RGB and thermal image studies. From the acquired images, we built mosaicked RGB images and coregistered thermal images, and estimated the animal shapes. Our results showed that geese were discriminated in both RGB and thermal images with water and sea ice backgrounds. Incubating plover bodies were not distinguished in RGB images due to their cryptic coloration, but they were detected in thermal images with cold background areas in the Arctic environment. We further conducted a blind survey in a restricted area under military control in Korea near the breeding sites of black-faced spoonbill (Platalea minor), which is an endangered species. From UAV flights with RGB and thermal cameras operated out of the restricted area, we acquired images of white objects in the mudflats and verified that the objects were resting spoonbills by watching the birds. We suggest that thermal cameras and UAVs can be applied to monitor animals in extreme environments and in restricted areas and help researchers find cryptic wader nests. Article in Journal/Newspaper Anser brachyrhynchus Arctic birds Arctic Charadrius hiaticula Greenland North Greenland Sea ice Directory of Open Access Journals: DOAJ Articles Arctic Greenland PLOS ONE 14 9 e0222088
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Medicine
R
Science
Q
spellingShingle Medicine
R
Science
Q
Won Young Lee
Mijin Park
Chang-Uk Hyun
Detection of two Arctic birds in Greenland and an endangered bird in Korea using RGB and thermal cameras with an unmanned aerial vehicle (UAV).
topic_facet Medicine
R
Science
Q
description Unmanned aerial vehicles (UAVs), so-called 'drones', have been widely used to monitor wild animals. Here, we tested a UAV with red, green, and blue (RGB) and thermal cameras to detect free-living birds in a high Arctic region in North Greenland and in a restricted area in the Republic of Korea. Small flocks of molting pink-footed geese (Anser brachyrhynchus) near sea ice and incubating common ringed plovers (Charadrius hiaticula) in the Arctic environment were chosen for the RGB and thermal image studies. From the acquired images, we built mosaicked RGB images and coregistered thermal images, and estimated the animal shapes. Our results showed that geese were discriminated in both RGB and thermal images with water and sea ice backgrounds. Incubating plover bodies were not distinguished in RGB images due to their cryptic coloration, but they were detected in thermal images with cold background areas in the Arctic environment. We further conducted a blind survey in a restricted area under military control in Korea near the breeding sites of black-faced spoonbill (Platalea minor), which is an endangered species. From UAV flights with RGB and thermal cameras operated out of the restricted area, we acquired images of white objects in the mudflats and verified that the objects were resting spoonbills by watching the birds. We suggest that thermal cameras and UAVs can be applied to monitor animals in extreme environments and in restricted areas and help researchers find cryptic wader nests.
format Article in Journal/Newspaper
author Won Young Lee
Mijin Park
Chang-Uk Hyun
author_facet Won Young Lee
Mijin Park
Chang-Uk Hyun
author_sort Won Young Lee
title Detection of two Arctic birds in Greenland and an endangered bird in Korea using RGB and thermal cameras with an unmanned aerial vehicle (UAV).
title_short Detection of two Arctic birds in Greenland and an endangered bird in Korea using RGB and thermal cameras with an unmanned aerial vehicle (UAV).
title_full Detection of two Arctic birds in Greenland and an endangered bird in Korea using RGB and thermal cameras with an unmanned aerial vehicle (UAV).
title_fullStr Detection of two Arctic birds in Greenland and an endangered bird in Korea using RGB and thermal cameras with an unmanned aerial vehicle (UAV).
title_full_unstemmed Detection of two Arctic birds in Greenland and an endangered bird in Korea using RGB and thermal cameras with an unmanned aerial vehicle (UAV).
title_sort detection of two arctic birds in greenland and an endangered bird in korea using rgb and thermal cameras with an unmanned aerial vehicle (uav).
publisher Public Library of Science (PLoS)
publishDate 2019
url https://doi.org/10.1371/journal.pone.0222088
https://doaj.org/article/c81ccaf459ab4d7cb2218e21c0567dce
geographic Arctic
Greenland
geographic_facet Arctic
Greenland
genre Anser brachyrhynchus
Arctic birds
Arctic
Charadrius hiaticula
Greenland
North Greenland
Sea ice
genre_facet Anser brachyrhynchus
Arctic birds
Arctic
Charadrius hiaticula
Greenland
North Greenland
Sea ice
op_source PLoS ONE, Vol 14, Iss 9, p e0222088 (2019)
op_relation https://doi.org/10.1371/journal.pone.0222088
https://doaj.org/toc/1932-6203
1932-6203
doi:10.1371/journal.pone.0222088
https://doaj.org/article/c81ccaf459ab4d7cb2218e21c0567dce
op_doi https://doi.org/10.1371/journal.pone.0222088
container_title PLOS ONE
container_volume 14
container_issue 9
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