An information-theory approach to geometry for animal groups

One of the hardest problems in studying animal behaviour is to quantify patterns of social interaction at the group level. Recent technological developments in global positioning system (GPS) devices have opened up new avenues for locating animals with unprecedented spatial and temporal resolution....

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Published in:Animal Cognition
Main Authors: Dahl, Christoph D., Ferrando, Elodie, Zuberbühler, Klaus
Format: Article in Journal/Newspaper
Language:English
Published: 2020
Subjects:
Online Access:https://research-portal.st-andrews.ac.uk/en/researchoutput/an-informationtheory-approach-to-geometry-for-animal-groups(d3df79c0-0d07-4ea7-a313-7f8d205a9253).html
https://doi.org/10.1007/s10071-020-01374-3
https://research-repository.st-andrews.ac.uk/bitstream/10023/23135/1/Zuberbuhler_An_information_theory_approach_to_geometry_for_animal_groups.pdf
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spelling ftunstandrewcris:oai:research-portal.st-andrews.ac.uk:publications/d3df79c0-0d07-4ea7-a313-7f8d205a9253 2024-06-23T07:51:57+00:00 An information-theory approach to geometry for animal groups Dahl, Christoph D. Ferrando, Elodie Zuberbühler, Klaus 2020-07 application/pdf https://research-portal.st-andrews.ac.uk/en/researchoutput/an-informationtheory-approach-to-geometry-for-animal-groups(d3df79c0-0d07-4ea7-a313-7f8d205a9253).html https://doi.org/10.1007/s10071-020-01374-3 https://research-repository.st-andrews.ac.uk/bitstream/10023/23135/1/Zuberbuhler_An_information_theory_approach_to_geometry_for_animal_groups.pdf eng eng https://research-portal.st-andrews.ac.uk/en/researchoutput/an-informationtheory-approach-to-geometry-for-animal-groups(d3df79c0-0d07-4ea7-a313-7f8d205a9253).html info:eu-repo/semantics/openAccess Dahl , C D , Ferrando , E & Zuberbühler , K 2020 , ' An information-theory approach to geometry for animal groups ' , Animal Cognition , vol. 23 , no. 4 , pp. 807-817 . https://doi.org/10.1007/s10071-020-01374-3 Canis lupus familiaris Dominance Group decision Hierarchy Kin relation Selfish herd Siberian husky Social intelligence Spatial cognition article 2020 ftunstandrewcris https://doi.org/10.1007/s10071-020-01374-3 2024-06-13T01:11:17Z One of the hardest problems in studying animal behaviour is to quantify patterns of social interaction at the group level. Recent technological developments in global positioning system (GPS) devices have opened up new avenues for locating animals with unprecedented spatial and temporal resolution. Likewise, advances in computing power have enabled new levels of data analyses with complex mathematical models to address unresolved problems in animal behaviour, such as the nature of group geometry and the impact of group-level interactions on individuals. Here, we present an information theory-based tool for the analysis of group behaviour. We illustrate its affordances with GPS data collected from a freely interacting pack of 15 Siberian huskies ( Canis lupus familiaris ). We found that individual freedom in movement decisions was limited to about 4%, while a subject’s location could be predicted with 96% median accuracy by the locations of other group members. Dominant individuals were less affected by other individuals’ locations than subordinate ones, and same-sex individuals influenced each other more strongly than opposite-sex individuals. We also found that kinship relationships increased the mutual dependencies of individuals. Moreover, the network stability of the pack deteriorated with an upcoming feeding event. Together, we conclude that information theory-based approaches, coupled with state-of-the-art bio-logging technology, provide a powerful tool for future studies of animal social interactions beyond the dyadic level. Article in Journal/Newspaper Canis lupus Huskies University of St Andrews: Research Portal Animal Cognition 23 4 807 817
institution Open Polar
collection University of St Andrews: Research Portal
op_collection_id ftunstandrewcris
language English
topic Canis lupus familiaris
Dominance
Group decision
Hierarchy
Kin relation
Selfish herd
Siberian husky
Social intelligence
Spatial cognition
spellingShingle Canis lupus familiaris
Dominance
Group decision
Hierarchy
Kin relation
Selfish herd
Siberian husky
Social intelligence
Spatial cognition
Dahl, Christoph D.
Ferrando, Elodie
Zuberbühler, Klaus
An information-theory approach to geometry for animal groups
topic_facet Canis lupus familiaris
Dominance
Group decision
Hierarchy
Kin relation
Selfish herd
Siberian husky
Social intelligence
Spatial cognition
description One of the hardest problems in studying animal behaviour is to quantify patterns of social interaction at the group level. Recent technological developments in global positioning system (GPS) devices have opened up new avenues for locating animals with unprecedented spatial and temporal resolution. Likewise, advances in computing power have enabled new levels of data analyses with complex mathematical models to address unresolved problems in animal behaviour, such as the nature of group geometry and the impact of group-level interactions on individuals. Here, we present an information theory-based tool for the analysis of group behaviour. We illustrate its affordances with GPS data collected from a freely interacting pack of 15 Siberian huskies ( Canis lupus familiaris ). We found that individual freedom in movement decisions was limited to about 4%, while a subject’s location could be predicted with 96% median accuracy by the locations of other group members. Dominant individuals were less affected by other individuals’ locations than subordinate ones, and same-sex individuals influenced each other more strongly than opposite-sex individuals. We also found that kinship relationships increased the mutual dependencies of individuals. Moreover, the network stability of the pack deteriorated with an upcoming feeding event. Together, we conclude that information theory-based approaches, coupled with state-of-the-art bio-logging technology, provide a powerful tool for future studies of animal social interactions beyond the dyadic level.
format Article in Journal/Newspaper
author Dahl, Christoph D.
Ferrando, Elodie
Zuberbühler, Klaus
author_facet Dahl, Christoph D.
Ferrando, Elodie
Zuberbühler, Klaus
author_sort Dahl, Christoph D.
title An information-theory approach to geometry for animal groups
title_short An information-theory approach to geometry for animal groups
title_full An information-theory approach to geometry for animal groups
title_fullStr An information-theory approach to geometry for animal groups
title_full_unstemmed An information-theory approach to geometry for animal groups
title_sort information-theory approach to geometry for animal groups
publishDate 2020
url https://research-portal.st-andrews.ac.uk/en/researchoutput/an-informationtheory-approach-to-geometry-for-animal-groups(d3df79c0-0d07-4ea7-a313-7f8d205a9253).html
https://doi.org/10.1007/s10071-020-01374-3
https://research-repository.st-andrews.ac.uk/bitstream/10023/23135/1/Zuberbuhler_An_information_theory_approach_to_geometry_for_animal_groups.pdf
genre Canis lupus
Huskies
genre_facet Canis lupus
Huskies
op_source Dahl , C D , Ferrando , E & Zuberbühler , K 2020 , ' An information-theory approach to geometry for animal groups ' , Animal Cognition , vol. 23 , no. 4 , pp. 807-817 . https://doi.org/10.1007/s10071-020-01374-3
op_relation https://research-portal.st-andrews.ac.uk/en/researchoutput/an-informationtheory-approach-to-geometry-for-animal-groups(d3df79c0-0d07-4ea7-a313-7f8d205a9253).html
op_rights info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.1007/s10071-020-01374-3
container_title Animal Cognition
container_volume 23
container_issue 4
container_start_page 807
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