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.
Format: Text
Language:English
Published: The Royal Society 2023
Subjects:
Online Access:http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10410205/
https://doi.org/10.1098/rsos.230269
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spelling ftpubmed:oai:pubmedcentral.nih.gov:10410205 2023-09-05T13:20:01+02:00 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. 2023-08-09 http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10410205/ https://doi.org/10.1098/rsos.230269 en eng The Royal Society http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10410205/ http://dx.doi.org/10.1098/rsos.230269 © 2023 The Authors. https://creativecommons.org/licenses/by/4.0/Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, provided the original author and source are credited. R Soc Open Sci Ecology Conservation and Global Change Biology Text 2023 ftpubmed https://doi.org/10.1098/rsos.230269 2023-08-13T01:05:51Z 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. Text harbour seal PubMed Central (PMC) Royal Society Open Science 10 8
institution Open Polar
collection PubMed Central (PMC)
op_collection_id ftpubmed
language English
topic Ecology
Conservation and Global Change Biology
spellingShingle Ecology
Conservation and Global Change Biology
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
topic_facet Ecology
Conservation and Global Change Biology
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.
format Text
author Hoekendijk, J. P. A.
Grundlehner, A.
Brasseur, S.
Kellenberger, B.
Tuia, D.
Aarts, G.
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://www.ncbi.nlm.nih.gov/pmc/articles/PMC10410205/
https://doi.org/10.1098/rsos.230269
genre harbour seal
genre_facet harbour seal
op_source R Soc Open Sci
op_relation http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10410205/
http://dx.doi.org/10.1098/rsos.230269
op_rights © 2023 The Authors.
https://creativecommons.org/licenses/by/4.0/Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, provided the original author and source are credited.
op_doi https://doi.org/10.1098/rsos.230269
container_title Royal Society Open Science
container_volume 10
container_issue 8
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