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 high-...

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Main Authors: Bertrand Charry, Emily Tissier, John Iacozza, Marianne Marcoux, Cortney A. Watt
Format: Article in Journal/Newspaper
Language:English
Published: Public Library of Science (PLoS) 2021
Subjects:
R
Q
Online Access:https://doaj.org/article/a0de7ff1c9a04ad292cb391d7cce12c4
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spelling ftdoajarticles:oai:doaj.org/article:a0de7ff1c9a04ad292cb391d7cce12c4 2023-05-15T14:49:39+02:00 Mapping Arctic cetaceans from space: A case study for beluga and narwhal Bertrand Charry Emily Tissier John Iacozza Marianne Marcoux Cortney A. Watt 2021-01-01T00:00:00Z https://doaj.org/article/a0de7ff1c9a04ad292cb391d7cce12c4 EN eng Public Library of Science (PLoS) https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8336832/?tool=EBI https://doaj.org/toc/1932-6203 1932-6203 https://doaj.org/article/a0de7ff1c9a04ad292cb391d7cce12c4 PLoS ONE, Vol 16, Iss 8 (2021) Medicine R Science Q article 2021 ftdoajarticles 2022-12-31T07:56:49Z 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 km2), an area on eastern Baffin Island, Canada where belugas spend a large part of the summer, and Tremblay Sound (127.0 km2), 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* Directory of Open Access Journals: DOAJ Articles 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)
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
Bertrand Charry
Emily Tissier
John Iacozza
Marianne Marcoux
Cortney A. Watt
Mapping Arctic cetaceans from space: A case study for beluga and narwhal
topic_facet Medicine
R
Science
Q
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 km2), an area on eastern Baffin Island, Canada where belugas spend a large part of the summer, and Tremblay Sound (127.0 km2), 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.
format Article in Journal/Newspaper
author Bertrand Charry
Emily Tissier
John Iacozza
Marianne Marcoux
Cortney A. Watt
author_facet Bertrand Charry
Emily Tissier
John Iacozza
Marianne Marcoux
Cortney A. Watt
author_sort Bertrand Charry
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 https://doaj.org/article/a0de7ff1c9a04ad292cb391d7cce12c4
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, Vol 16, Iss 8 (2021)
op_relation https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8336832/?tool=EBI
https://doaj.org/toc/1932-6203
1932-6203
https://doaj.org/article/a0de7ff1c9a04ad292cb391d7cce12c4
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