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The Potential of Satellite Imagery for Surveying Whales

The emergence of very high-resolution (VHR) satellite imagery (less than 1 m spatial resolution) is creating new opportunities within the fields of ecology and conservation biology. The advancement of sub-meter resolution imagery has provided greater confidence in the detection and identification of...

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Detalles Bibliográficos
Autores principales: Höschle, Caroline, Cubaynes, Hannah C., Clarke, Penny J., Humphries, Grant, Borowicz, Alex
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7867100/
https://www.ncbi.nlm.nih.gov/pubmed/33535463
http://dx.doi.org/10.3390/s21030963
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author Höschle, Caroline
Cubaynes, Hannah C.
Clarke, Penny J.
Humphries, Grant
Borowicz, Alex
author_facet Höschle, Caroline
Cubaynes, Hannah C.
Clarke, Penny J.
Humphries, Grant
Borowicz, Alex
author_sort Höschle, Caroline
collection PubMed
description The emergence of very high-resolution (VHR) satellite imagery (less than 1 m spatial resolution) is creating new opportunities within the fields of ecology and conservation biology. The advancement of sub-meter resolution imagery has provided greater confidence in the detection and identification of features on the ground, broadening the realm of possible research questions. To date, VHR imagery studies have largely focused on terrestrial environments; however, there has been incremental progress in the last two decades for using this technology to detect cetaceans. With advances in computational power and sensor resolution, the feasibility of broad-scale VHR ocean surveys using VHR satellite imagery with automated detection and classification processes has increased. Initial attempts at automated surveys are showing promising results, but further development is necessary to ensure reliability. Here we discuss the future directions in which VHR satellite imagery might be used to address urgent questions in whale conservation. We highlight the current challenges to automated detection and to extending the use of this technology to all oceans and various whale species. To achieve basin-scale marine surveys, currently not feasible with any traditional surveying methods (including boat-based and aerial surveys), future research requires a collaborative effort between biology, computation science, and engineering to overcome the present challenges to this platform’s use.
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spelling pubmed-78671002021-02-07 The Potential of Satellite Imagery for Surveying Whales Höschle, Caroline Cubaynes, Hannah C. Clarke, Penny J. Humphries, Grant Borowicz, Alex Sensors (Basel) Communication The emergence of very high-resolution (VHR) satellite imagery (less than 1 m spatial resolution) is creating new opportunities within the fields of ecology and conservation biology. The advancement of sub-meter resolution imagery has provided greater confidence in the detection and identification of features on the ground, broadening the realm of possible research questions. To date, VHR imagery studies have largely focused on terrestrial environments; however, there has been incremental progress in the last two decades for using this technology to detect cetaceans. With advances in computational power and sensor resolution, the feasibility of broad-scale VHR ocean surveys using VHR satellite imagery with automated detection and classification processes has increased. Initial attempts at automated surveys are showing promising results, but further development is necessary to ensure reliability. Here we discuss the future directions in which VHR satellite imagery might be used to address urgent questions in whale conservation. We highlight the current challenges to automated detection and to extending the use of this technology to all oceans and various whale species. To achieve basin-scale marine surveys, currently not feasible with any traditional surveying methods (including boat-based and aerial surveys), future research requires a collaborative effort between biology, computation science, and engineering to overcome the present challenges to this platform’s use. MDPI 2021-02-01 /pmc/articles/PMC7867100/ /pubmed/33535463 http://dx.doi.org/10.3390/s21030963 Text en © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Communication
Höschle, Caroline
Cubaynes, Hannah C.
Clarke, Penny J.
Humphries, Grant
Borowicz, Alex
The Potential of Satellite Imagery for Surveying Whales
title The Potential of Satellite Imagery for Surveying Whales
title_full The Potential of Satellite Imagery for Surveying Whales
title_fullStr The Potential of Satellite Imagery for Surveying Whales
title_full_unstemmed The Potential of Satellite Imagery for Surveying Whales
title_short The Potential of Satellite Imagery for Surveying Whales
title_sort potential of satellite imagery for surveying whales
topic Communication
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7867100/
https://www.ncbi.nlm.nih.gov/pubmed/33535463
http://dx.doi.org/10.3390/s21030963
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