Mapping Arctic cetaceans from space: A case study for beluga and narwhal

Emergence of new technologies in remote sensing give scientists a new way to detect and monitor wildlife populations. In this study we assess the ability to detect and classify two emblematic Arctic cetaceans, the narwhal ( Monodon monoceros ) and beluga whale ( Delphinapterus leucas ), using very h...

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Published in:PLOS ONE
Main Authors: Charry, Bertrand, Tissier, Emily, Iacozza, John, Marcoux, Marianne, Watt, Cortney A.
Other Authors: Halliday, William David, Whale Seeker
Format: Article in Journal/Newspaper
Language:English
Published: Public Library of Science (PLoS) 2021
Subjects:
Online Access:http://dx.doi.org/10.1371/journal.pone.0254380
https://dx.plos.org/10.1371/journal.pone.0254380
id crplos:10.1371/journal.pone.0254380
record_format openpolar
spelling crplos:10.1371/journal.pone.0254380 2024-06-23T07:49:40+00:00 Mapping Arctic cetaceans from space: A case study for beluga and narwhal Charry, Bertrand Tissier, Emily Iacozza, John Marcoux, Marianne Watt, Cortney A. Halliday, William David Whale Seeker 2021 http://dx.doi.org/10.1371/journal.pone.0254380 https://dx.plos.org/10.1371/journal.pone.0254380 en eng Public Library of Science (PLoS) http://creativecommons.org/licenses/by/4.0/ PLOS ONE volume 16, issue 8, page e0254380 ISSN 1932-6203 journal-article 2021 crplos https://doi.org/10.1371/journal.pone.0254380 2024-06-11T04:24:27Z Emergence of new technologies in remote sensing give scientists a new way to detect and monitor wildlife populations. In this study we assess the ability to detect and classify two emblematic Arctic cetaceans, the narwhal ( Monodon monoceros ) and beluga whale ( Delphinapterus leucas ), using very high-resolution (VHR) satellite imagery. We analyzed 12 VHR images acquired in August 2017 and 2019, collected by the WorldView-3 satellite, which has a maximum resolution of 0.31 m per pixel. The images covered Clearwater Fiord (138.8 km 2 ), an area on eastern Baffin Island, Canada where belugas spend a large part of the summer, and Tremblay Sound (127.0 km 2 ), a narrow water body located on the north shore of Baffin Island that is used by narwhals during the open water season. A total of 292 beluga whales and 109 narwhals were detected in the images. This study contributes to our understanding of Arctic cetacean distribution and highlights the capabilities of using satellite imagery to detect marine mammals. Article in Journal/Newspaper Arctic Baffin Island Baffin Beluga Beluga whale Beluga* Delphinapterus leucas Monodon monoceros narwhal* PLOS Arctic Baffin Island Canada Clearwater Fiord ENVELOPE(-67.447,-67.447,66.567,66.567) Tremblay ENVELOPE(-120.853,-120.853,55.783,55.783) Tremblay Sound ENVELOPE(-80.999,-80.999,72.418,72.418) PLOS ONE 16 8 e0254380
institution Open Polar
collection PLOS
op_collection_id crplos
language English
description Emergence of new technologies in remote sensing give scientists a new way to detect and monitor wildlife populations. In this study we assess the ability to detect and classify two emblematic Arctic cetaceans, the narwhal ( Monodon monoceros ) and beluga whale ( Delphinapterus leucas ), using very high-resolution (VHR) satellite imagery. We analyzed 12 VHR images acquired in August 2017 and 2019, collected by the WorldView-3 satellite, which has a maximum resolution of 0.31 m per pixel. The images covered Clearwater Fiord (138.8 km 2 ), an area on eastern Baffin Island, Canada where belugas spend a large part of the summer, and Tremblay Sound (127.0 km 2 ), a narrow water body located on the north shore of Baffin Island that is used by narwhals during the open water season. A total of 292 beluga whales and 109 narwhals were detected in the images. This study contributes to our understanding of Arctic cetacean distribution and highlights the capabilities of using satellite imagery to detect marine mammals.
author2 Halliday, William David
Whale Seeker
format Article in Journal/Newspaper
author Charry, Bertrand
Tissier, Emily
Iacozza, John
Marcoux, Marianne
Watt, Cortney A.
spellingShingle Charry, Bertrand
Tissier, Emily
Iacozza, John
Marcoux, Marianne
Watt, Cortney A.
Mapping Arctic cetaceans from space: A case study for beluga and narwhal
author_facet Charry, Bertrand
Tissier, Emily
Iacozza, John
Marcoux, Marianne
Watt, Cortney A.
author_sort Charry, Bertrand
title Mapping Arctic cetaceans from space: A case study for beluga and narwhal
title_short Mapping Arctic cetaceans from space: A case study for beluga and narwhal
title_full Mapping Arctic cetaceans from space: A case study for beluga and narwhal
title_fullStr Mapping Arctic cetaceans from space: A case study for beluga and narwhal
title_full_unstemmed Mapping Arctic cetaceans from space: A case study for beluga and narwhal
title_sort mapping arctic cetaceans from space: a case study for beluga and narwhal
publisher Public Library of Science (PLoS)
publishDate 2021
url http://dx.doi.org/10.1371/journal.pone.0254380
https://dx.plos.org/10.1371/journal.pone.0254380
long_lat ENVELOPE(-67.447,-67.447,66.567,66.567)
ENVELOPE(-120.853,-120.853,55.783,55.783)
ENVELOPE(-80.999,-80.999,72.418,72.418)
geographic Arctic
Baffin Island
Canada
Clearwater Fiord
Tremblay
Tremblay Sound
geographic_facet Arctic
Baffin Island
Canada
Clearwater Fiord
Tremblay
Tremblay Sound
genre Arctic
Baffin Island
Baffin
Beluga
Beluga whale
Beluga*
Delphinapterus leucas
Monodon monoceros
narwhal*
genre_facet Arctic
Baffin Island
Baffin
Beluga
Beluga whale
Beluga*
Delphinapterus leucas
Monodon monoceros
narwhal*
op_source PLOS ONE
volume 16, issue 8, page e0254380
ISSN 1932-6203
op_rights http://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.1371/journal.pone.0254380
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