Drones reveal spatial patterning of sympatric Alaskan pinniped species and drivers of their local distributions

The Arctic and its adjacent ecosystems are undergoing rapid ecological reorganization in response to the effects of global climate change, and sentinel species provide critical updates as these changes unfold. This study leverages emerging remote sensing techniques to reveal fine-scale drivers of di...

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Published in:Drone Systems and Applications
Main Authors: Larsen, Gregory D., Seymour, Alexander C., Richmond, Erin L., Divine, Lauren M., Moreland, Erin E., Newton, Everette, London, Josh M., Johnston, David W.
Format: Article in Journal/Newspaper
Language:English
Published: Canadian Science Publishing 2022
Subjects:
Online Access:http://dx.doi.org/10.1139/dsa-2021-0050
https://cdnsciencepub.com/doi/full-xml/10.1139/dsa-2021-0050
https://cdnsciencepub.com/doi/pdf/10.1139/dsa-2021-0050
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spelling crcansciencepubl:10.1139/dsa-2021-0050 2023-12-17T10:26:16+01:00 Drones reveal spatial patterning of sympatric Alaskan pinniped species and drivers of their local distributions Larsen, Gregory D. Seymour, Alexander C. Richmond, Erin L. Divine, Lauren M. Moreland, Erin E. Newton, Everette London, Josh M. Johnston, David W. 2022 http://dx.doi.org/10.1139/dsa-2021-0050 https://cdnsciencepub.com/doi/full-xml/10.1139/dsa-2021-0050 https://cdnsciencepub.com/doi/pdf/10.1139/dsa-2021-0050 en eng Canadian Science Publishing http://www.nrcresearchpress.com/page/about/CorporateTextAndDataMining Drone Systems and Applications volume 10, issue 1, page 235-255 ISSN 2564-4939 2564-4939 journal-article 2022 crcansciencepubl https://doi.org/10.1139/dsa-2021-0050 2023-11-19T13:38:13Z The Arctic and its adjacent ecosystems are undergoing rapid ecological reorganization in response to the effects of global climate change, and sentinel species provide critical updates as these changes unfold. This study leverages emerging remote sensing techniques to reveal fine-scale drivers of distribution and terrestrial habitat use of two sympatric sentinel species of the central Bering Sea, the Pacific harbor seal (Phoca vitulina richardii (Gray, 1864)) and the northern fur seal (Callorhinus ursinus (Linnaeus, 1758)), at non-breeding haul-outs in the Pribilof Islands. We surveyed these species using unoccupied aircraft systems with thermal and visible-light photography, and we applied distributional modeling techniques to quantify the relative influence of habitat characteristics and social dynamics on the local distributions of these species. Drone imagery yielded locations and population counts of each species, and spatial data products allowed quantitative characterization of occupied sites, revealing that conspecific attraction is a driver of local site selection for both species, and Pacific harbor seals and northern fur seals are differentially limited by terrain characteristics. These findings represent new applications of species distribution modeling at local scales, made possible by ultra-high resolution drone surveillance and photogrammetric techniques, which add new spatial context to past observations and future scenarios in this changing ecosystem. Article in Journal/Newspaper Arctic Bering Sea Climate change harbor seal Phoca vitulina Callorhinus ursinus Northern fur seal Canadian Science Publishing (via Crossref) Arctic Bering Sea Pacific Drone Systems and Applications
institution Open Polar
collection Canadian Science Publishing (via Crossref)
op_collection_id crcansciencepubl
language English
description The Arctic and its adjacent ecosystems are undergoing rapid ecological reorganization in response to the effects of global climate change, and sentinel species provide critical updates as these changes unfold. This study leverages emerging remote sensing techniques to reveal fine-scale drivers of distribution and terrestrial habitat use of two sympatric sentinel species of the central Bering Sea, the Pacific harbor seal (Phoca vitulina richardii (Gray, 1864)) and the northern fur seal (Callorhinus ursinus (Linnaeus, 1758)), at non-breeding haul-outs in the Pribilof Islands. We surveyed these species using unoccupied aircraft systems with thermal and visible-light photography, and we applied distributional modeling techniques to quantify the relative influence of habitat characteristics and social dynamics on the local distributions of these species. Drone imagery yielded locations and population counts of each species, and spatial data products allowed quantitative characterization of occupied sites, revealing that conspecific attraction is a driver of local site selection for both species, and Pacific harbor seals and northern fur seals are differentially limited by terrain characteristics. These findings represent new applications of species distribution modeling at local scales, made possible by ultra-high resolution drone surveillance and photogrammetric techniques, which add new spatial context to past observations and future scenarios in this changing ecosystem.
format Article in Journal/Newspaper
author Larsen, Gregory D.
Seymour, Alexander C.
Richmond, Erin L.
Divine, Lauren M.
Moreland, Erin E.
Newton, Everette
London, Josh M.
Johnston, David W.
spellingShingle Larsen, Gregory D.
Seymour, Alexander C.
Richmond, Erin L.
Divine, Lauren M.
Moreland, Erin E.
Newton, Everette
London, Josh M.
Johnston, David W.
Drones reveal spatial patterning of sympatric Alaskan pinniped species and drivers of their local distributions
author_facet Larsen, Gregory D.
Seymour, Alexander C.
Richmond, Erin L.
Divine, Lauren M.
Moreland, Erin E.
Newton, Everette
London, Josh M.
Johnston, David W.
author_sort Larsen, Gregory D.
title Drones reveal spatial patterning of sympatric Alaskan pinniped species and drivers of their local distributions
title_short Drones reveal spatial patterning of sympatric Alaskan pinniped species and drivers of their local distributions
title_full Drones reveal spatial patterning of sympatric Alaskan pinniped species and drivers of their local distributions
title_fullStr Drones reveal spatial patterning of sympatric Alaskan pinniped species and drivers of their local distributions
title_full_unstemmed Drones reveal spatial patterning of sympatric Alaskan pinniped species and drivers of their local distributions
title_sort drones reveal spatial patterning of sympatric alaskan pinniped species and drivers of their local distributions
publisher Canadian Science Publishing
publishDate 2022
url http://dx.doi.org/10.1139/dsa-2021-0050
https://cdnsciencepub.com/doi/full-xml/10.1139/dsa-2021-0050
https://cdnsciencepub.com/doi/pdf/10.1139/dsa-2021-0050
geographic Arctic
Bering Sea
Pacific
geographic_facet Arctic
Bering Sea
Pacific
genre Arctic
Bering Sea
Climate change
harbor seal
Phoca vitulina
Callorhinus ursinus
Northern fur seal
genre_facet Arctic
Bering Sea
Climate change
harbor seal
Phoca vitulina
Callorhinus ursinus
Northern fur seal
op_source Drone Systems and Applications
volume 10, issue 1, page 235-255
ISSN 2564-4939 2564-4939
op_rights http://www.nrcresearchpress.com/page/about/CorporateTextAndDataMining
op_doi https://doi.org/10.1139/dsa-2021-0050
container_title Drone Systems and Applications
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