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Feyer SP, Pinaud B, Klein K, Lein E, Schreiber F. Exploring animal behaviour multilayer networks in immersive environments - a conceptual framework. J Integr Bioinform 2024; 0:jib-2024-0022. [PMID: 39054747 DOI: 10.1515/jib-2024-0022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Accepted: 06/10/2024] [Indexed: 07/27/2024] Open
Abstract
Animal behaviour is often modelled as networks, where, for example, the nodes are individuals of a group and the edges represent behaviour within this group. Different types of behaviours or behavioural categories are then modelled as different yet connected networks which form a multilayer network. Recent developments show the potential and benefit of multilayer networks for animal behaviour research as well as the potential benefit of stereoscopic 3D immersive environments for the interactive visualisation, exploration and analysis of animal behaviour multilayer networks. However, so far animal behaviour research is mainly supported by libraries or software on 2D desktops. Here, we explore the domain-specific requirements for (stereoscopic) 3D environments. Based on those requirements, we provide a proof of concept to visualise, explore and analyse animal behaviour multilayer networks in immersive environments.
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Affiliation(s)
- Stefan Paul Feyer
- Department of Computer and Information Science, 26567 University of Konstanz , Konstanz, Germany
| | - Bruno Pinaud
- University of Bordeaux, CNRS, Bordeaux INP, LaBRI, UMR 5800, Bordeaux, France
| | - Karsten Klein
- Department of Computer and Information Science, 26567 University of Konstanz , Konstanz, Germany
| | - Etienne Lein
- Behavioural Evolution Lab, Max Planck Institute of Animal Behavior, Konstanz, Germany
| | - Falk Schreiber
- Department of Computer and Information Science, 26567 University of Konstanz , Konstanz, Germany
- Faculty of Information Technology, Monash University, Clayton, Australia
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Loudon JE, Howells ME, Wolfe CA, Buana IN, Buda W, Wandia IN, Putra IGAA, Patterson M, Fuentes A. Healing Hanuman's Army: Veterinary Care as a Core Component of One Health Principles in a Southeast Asian Monkey Forest. Animals (Basel) 2023; 14:117. [PMID: 38200848 PMCID: PMC10777948 DOI: 10.3390/ani14010117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Revised: 12/21/2023] [Accepted: 12/23/2023] [Indexed: 01/12/2024] Open
Abstract
Wildlife that inhabit urban landscapes face the dual challenge of negotiating their positions in their group while navigating obstacles of anthropogenically modified landscapes. The dynamics of urban environments can result in novel injuries and mortalities for these animals. However, these negative impacts can be mitigated through planning, and onsite veterinary care like that provided by the Ubud Monkey Forest in Bali, Indonesia. We examined 275 recorded injuries and mortalities among six social groups of long-tailed macaques (Macaca fascicularis) brought to the veterinary clinic from 2015-2018. We fit the probabilities of injury vs. death among macaques brought to the clinic using a multilevel logistic regression model to infer the relationship between injury vs. death and associated demographic parameters. Males were more likely to sustain injuries and females were more likely to die. The frequency of injuries and mortalities changed over the four-year study period, which was reflected in our model. The odds of mortality were highest among young macaques and the odds of injury vs. mortality varied across the six social groups. We categorized injuries and mortalities as "natural" or "anthropogenic". Most injuries and mortalities were naturally occurring, but powerlines, motorized vehicles, and plastic present ongoing anthropogenic threats to macaque health. Most wounds and injuries were successfully treated, with healthy animals released back to their group. We suggest other sites with high levels of human-alloprimate interplays consider the Ubud Monkey Forest veterinary office as a model of care and potentially adopt their approaches.
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Affiliation(s)
- James E. Loudon
- Department of Anthropology, East Carolina University, Greenville, NC 27858, USA;
| | - Michaela E. Howells
- Department of Anthropology, University of North Carolina-Wilmington, Wilmington, NC 28403, USA; (M.E.H.)
| | - Christopher A. Wolfe
- Department of Anthropology, East Carolina University, Greenville, NC 27858, USA;
| | | | - Wayan Buda
- Ubud Monkey Forest, Padangtegal 80571, Bali, Indonesia
| | - I. Nengah Wandia
- Primate Division of Natural Resources and Environment Research Center, Universitas Udayana, Denpasar 80361, Bali, Indonesia; (I.N.W.); (I.G.A.A.P.)
| | - I. Gusti Agung Arta Putra
- Primate Division of Natural Resources and Environment Research Center, Universitas Udayana, Denpasar 80361, Bali, Indonesia; (I.N.W.); (I.G.A.A.P.)
| | - Meghan Patterson
- Department of Anthropology, University of North Carolina-Wilmington, Wilmington, NC 28403, USA; (M.E.H.)
| | - Agustín Fuentes
- Department of Anthropology, Princeton University, Princeton, NJ 08544, USA;
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Peterson JV, Fuentes A, Wandia IN. Cohort dominance rank and "robbing and bartering" among subadult male long-tailed macaques at Uluwatu, Bali. Sci Rep 2022; 12:7971. [PMID: 35562393 PMCID: PMC9106757 DOI: 10.1038/s41598-022-11776-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2021] [Accepted: 04/21/2022] [Indexed: 11/22/2022] Open
Abstract
Robbing and bartering is a habitual behavior among free-ranging long-tailed macaques (Macaca fascicularis) at a single site in Bali, Indonesia. The behavior consists of three main elements: (1) a macaque takes an item from a human; (2) the macaque maintains possession of the item; then (3) the macaque releases or hands off the item after accepting a food offer from a human. In this paper, we analyze data on individual variation in robbing and bartering among subadult males in relation to dominance rank. Using focal animal sampling we collected 197 observation hours of data on 13 subadult males from two groups (6 from Celagi; 7 from Riting) at the Uluwatu temple site from May 2017 to March 2018, recording 44 exchanges of items for food from 92 total robberies following 176 total attempts. We also measured dominance rank using interaction data from our focal animals. Dominance rank was strongly positively correlated with robbery efficiency in Riting, but not Celagi, meaning that more dominant Riting subadult males exhibited fewer overall robbery attempts per successful robbery. We suggest the observed variation in robbing and bartering practices indicates there are crucial, yet still unexplored, social factors at play for individual robbing and bartering decisions.
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Affiliation(s)
- Jeffrey V Peterson
- Arts and Sciences Division, Rend Lake College, 468 N. Ken Gray Parkway, Ina, IL, 62846, USA.
| | - Agustín Fuentes
- Department of Anthropology, Princeton University, Princeton, USA
| | - I Nengah Wandia
- Department of Veterinary Sciences, Udayana University, Denpasar, Indonesia
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