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, Devis, Aarts, G.
Format: Text
Language:unknown
Published: 2023
Subjects:
Online Access:http://infoscience.epfl.ch/record/304035
https://doi.org/10.1098/rsos.230269
https://infoscience.epfl.ch/record/304035/files/rsos.230269.pdf
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spelling ftinfoscience:oai:infoscience.epfl.ch:304035 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, Devis Aarts, G. 2023-08-09T13:44:57Z http://infoscience.epfl.ch/record/304035 https://doi.org/10.1098/rsos.230269 https://infoscience.epfl.ch/record/304035/files/rsos.230269.pdf unknown http://infoscience.epfl.ch/record/304035 doi:10.1098/rsos.230269 https://infoscience.epfl.ch/record/304035/files/rsos.230269.pdf http://infoscience.epfl.ch/record/304035 Text 2023 ftinfoscience https://doi.org/10.1098/rsos.230269 2023-08-13T23:46:59Z 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 EPFL Infoscience (Ecole Polytechnique Fédérale Lausanne) Royal Society Open Science 10 8
institution Open Polar
collection EPFL Infoscience (Ecole Polytechnique Fédérale Lausanne)
op_collection_id ftinfoscience
language unknown
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, Devis
Aarts, G.
spellingShingle Hoekendijk, J. P. A.
Grundlehner, A.
Brasseur, S.
Kellenberger, B.
Tuia, Devis
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, Devis
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 http://infoscience.epfl.ch/record/304035
https://doi.org/10.1098/rsos.230269
https://infoscience.epfl.ch/record/304035/files/rsos.230269.pdf
genre harbour seal
genre_facet harbour seal
op_source http://infoscience.epfl.ch/record/304035
op_relation http://infoscience.epfl.ch/record/304035
doi:10.1098/rsos.230269
https://infoscience.epfl.ch/record/304035/files/rsos.230269.pdf
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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