Stay close, but not too close: aerial image analysis reveals patterns of social distancing in seal colonies

Many species aggregate in dense colonies. Species-specific spatial patterns provide clues about how colonies are shaped by various (a)biotic factors, including predation, temperature regulation or disease transmission. Using aerial imagery, we examined these patterns in colonies on land of two sympa...

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Published in:Royal Society Open Science
Main Authors: Hoekendijk, J. P. A., Grundlehner, A., Brasseur, S., Kellenberger, B., Tuia, D., Aarts, G.
Other Authors: Gemini Windpark, Nederlandse Organisatie voor Wetenschappelijk Onderzoek
Format: Article in Journal/Newspaper
Language:English
Published: The Royal Society 2023
Subjects:
Online Access:http://dx.doi.org/10.1098/rsos.230269
https://royalsocietypublishing.org/doi/pdf/10.1098/rsos.230269
https://royalsocietypublishing.org/doi/full-xml/10.1098/rsos.230269
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spelling crroyalsociety:10.1098/rsos.230269 2024-06-02T08:07:48+00:00 Stay close, but not too close: aerial image analysis reveals patterns of social distancing in seal colonies Hoekendijk, J. P. A. Grundlehner, A. Brasseur, S. Kellenberger, B. Tuia, D. Aarts, G. Gemini Windpark Nederlandse Organisatie voor Wetenschappelijk Onderzoek 2023 http://dx.doi.org/10.1098/rsos.230269 https://royalsocietypublishing.org/doi/pdf/10.1098/rsos.230269 https://royalsocietypublishing.org/doi/full-xml/10.1098/rsos.230269 en eng The Royal Society https://royalsociety.org/journals/ethics-policies/data-sharing-mining/ Royal Society Open Science volume 10, issue 8 ISSN 2054-5703 journal-article 2023 crroyalsociety https://doi.org/10.1098/rsos.230269 2024-05-07T14:16:13Z Many species aggregate in dense colonies. Species-specific spatial patterns provide clues about how colonies are shaped by various (a)biotic factors, including predation, temperature regulation or disease transmission. Using aerial imagery, we examined these patterns in colonies on land of two sympatric seal species: the harbour seal and grey seal. Results show that the density of grey seals on land is twice as high as that of harbour seals. Furthermore, the nearest neighbour distance (NND) of harbour seals (median = 1.06 m) is significantly larger than that of grey seals (median = 0.53 m). Avoidance at small distances (i.e. social distancing) was supported by spatial simulation: when the observed seal locations were shuffled slightly, the frequency of the smallest NNDs (0–25 cm) increased, while the most frequently observed NNDs decreased. As harbour seals are more prone to infectious diseases, we hypothesize that the larger NNDs might be a behavioural response to reduce pathogen transmission. The approach presented here can potentially be used as a practical tool to differentiate between harbour and grey seals in remote sensing applications, particularly in low to medium resolution imagery (e.g. satellite imagery), where morphological characteristics alone are insufficient to differentiate between species. Article in Journal/Newspaper harbour seal The Royal Society Royal Society Open Science 10 8
institution Open Polar
collection The Royal Society
op_collection_id crroyalsociety
language English
description Many species aggregate in dense colonies. Species-specific spatial patterns provide clues about how colonies are shaped by various (a)biotic factors, including predation, temperature regulation or disease transmission. Using aerial imagery, we examined these patterns in colonies on land of two sympatric seal species: the harbour seal and grey seal. Results show that the density of grey seals on land is twice as high as that of harbour seals. Furthermore, the nearest neighbour distance (NND) of harbour seals (median = 1.06 m) is significantly larger than that of grey seals (median = 0.53 m). Avoidance at small distances (i.e. social distancing) was supported by spatial simulation: when the observed seal locations were shuffled slightly, the frequency of the smallest NNDs (0–25 cm) increased, while the most frequently observed NNDs decreased. As harbour seals are more prone to infectious diseases, we hypothesize that the larger NNDs might be a behavioural response to reduce pathogen transmission. The approach presented here can potentially be used as a practical tool to differentiate between harbour and grey seals in remote sensing applications, particularly in low to medium resolution imagery (e.g. satellite imagery), where morphological characteristics alone are insufficient to differentiate between species.
author2 Gemini Windpark
Nederlandse Organisatie voor Wetenschappelijk Onderzoek
format Article in Journal/Newspaper
author Hoekendijk, J. P. A.
Grundlehner, A.
Brasseur, S.
Kellenberger, B.
Tuia, D.
Aarts, G.
spellingShingle Hoekendijk, J. P. A.
Grundlehner, A.
Brasseur, S.
Kellenberger, B.
Tuia, D.
Aarts, G.
Stay close, but not too close: aerial image analysis reveals patterns of social distancing in seal colonies
author_facet Hoekendijk, J. P. A.
Grundlehner, A.
Brasseur, S.
Kellenberger, B.
Tuia, D.
Aarts, G.
author_sort Hoekendijk, J. P. A.
title Stay close, but not too close: aerial image analysis reveals patterns of social distancing in seal colonies
title_short Stay close, but not too close: aerial image analysis reveals patterns of social distancing in seal colonies
title_full Stay close, but not too close: aerial image analysis reveals patterns of social distancing in seal colonies
title_fullStr Stay close, but not too close: aerial image analysis reveals patterns of social distancing in seal colonies
title_full_unstemmed Stay close, but not too close: aerial image analysis reveals patterns of social distancing in seal colonies
title_sort stay close, but not too close: aerial image analysis reveals patterns of social distancing in seal colonies
publisher The Royal Society
publishDate 2023
url http://dx.doi.org/10.1098/rsos.230269
https://royalsocietypublishing.org/doi/pdf/10.1098/rsos.230269
https://royalsocietypublishing.org/doi/full-xml/10.1098/rsos.230269
genre harbour seal
genre_facet harbour seal
op_source Royal Society Open Science
volume 10, issue 8
ISSN 2054-5703
op_rights https://royalsociety.org/journals/ethics-policies/data-sharing-mining/
op_doi https://doi.org/10.1098/rsos.230269
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