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
Language:English
Published: Public Library of Science (PLoS) 2021-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0254380
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spelling doaj-5d812b30c8f74b9d94558714ee8b0cb02021-08-10T04:31:08ZengPublic Library of Science (PLoS)PLoS ONE1932-62032021-01-01168e025438010.1371/journal.pone.0254380Mapping Arctic cetaceans from space: A case study for beluga and narwhal.Bertrand CharryEmily TissierJohn IacozzaMarianne MarcouxCortney A WattEmergence 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.https://doi.org/10.1371/journal.pone.0254380
collection DOAJ
language English
format Article
sources DOAJ
author Bertrand Charry
Emily Tissier
John Iacozza
Marianne Marcoux
Cortney A Watt
spellingShingle Bertrand Charry
Emily Tissier
John Iacozza
Marianne Marcoux
Cortney A Watt
Mapping Arctic cetaceans from space: A case study for beluga and narwhal.
PLoS ONE
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)
series PLoS ONE
issn 1932-6203
publishDate 2021-01-01
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.
url https://doi.org/10.1371/journal.pone.0254380
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