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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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Autores principales: Hoekendijk, J. P. A., Grundlehner, A., Brasseur, S., Kellenberger, B., Tuia, D., Aarts, G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10410205/
https://www.ncbi.nlm.nih.gov/pubmed/37564067
http://dx.doi.org/10.1098/rsos.230269
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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.
collection PubMed
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.
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spelling pubmed-104102052023-08-10 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. R Soc Open Sci Ecology, Conservation and Global Change Biology 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. The Royal Society 2023-08-09 /pmc/articles/PMC10410205/ /pubmed/37564067 http://dx.doi.org/10.1098/rsos.230269 Text en © 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.
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
title 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_short 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
topic Ecology, Conservation and Global Change Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10410205/
https://www.ncbi.nlm.nih.gov/pubmed/37564067
http://dx.doi.org/10.1098/rsos.230269
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