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: Article in Journal/Newspaper
Language:English
Published: 2023
Subjects:
Online Access:https://research.wur.nl/en/publications/stay-close-but-not-too-close-aerial-image-analysis-reveals-patter
https://doi.org/10.1098/rsos.230269
id ftunivwagenin:oai:library.wur.nl:wurpubs/617513
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spelling ftunivwagenin:oai:library.wur.nl:wurpubs/617513 2024-04-28T08:23:04+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. 2023 application/pdf https://research.wur.nl/en/publications/stay-close-but-not-too-close-aerial-image-analysis-reveals-patter https://doi.org/10.1098/rsos.230269 en eng https://edepot.wur.nl/636192 https://research.wur.nl/en/publications/stay-close-but-not-too-close-aerial-image-analysis-reveals-patter doi:10.1098/rsos.230269 https://creativecommons.org/licenses/by/4.0/ Wageningen University & Research Royal Society Open Science 10 (2023) 8 ISSN: 2054-5703 Life Science Article/Letter to editor 2023 ftunivwagenin https://doi.org/10.1098/rsos.230269 2024-04-03T14:34:17Z 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 Wageningen UR (University & Research Centre): Digital Library Royal Society Open Science 10 8
institution Open Polar
collection Wageningen UR (University & Research Centre): Digital Library
op_collection_id ftunivwagenin
language English
topic Life Science
spellingShingle Life Science
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 Life Science
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 Article in Journal/Newspaper
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
publishDate 2023
url https://research.wur.nl/en/publications/stay-close-but-not-too-close-aerial-image-analysis-reveals-patter
https://doi.org/10.1098/rsos.230269
genre harbour seal
genre_facet harbour seal
op_source Royal Society Open Science 10 (2023) 8
ISSN: 2054-5703
op_relation https://edepot.wur.nl/636192
https://research.wur.nl/en/publications/stay-close-but-not-too-close-aerial-image-analysis-reveals-patter
doi:10.1098/rsos.230269
op_rights https://creativecommons.org/licenses/by/4.0/
Wageningen University & Research
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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