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Agha S, Psota E, Turner SP, Lewis CRG, Steibel JP, Doeschl-Wilson A. Revealing the Hidden Social Structure of Pigs with AI-Assisted Automated Monitoring Data and Social Network Analysis. Animals (Basel) 2025; 15:996. [PMID: 40218389 PMCID: PMC11988153 DOI: 10.3390/ani15070996] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2025] [Revised: 03/24/2025] [Accepted: 03/27/2025] [Indexed: 04/14/2025] Open
Abstract
Background: The social interactions of farm animals affect their performance, health and welfare. This proof-of-concept study addresses, for the first time, the hypothesis that applying social network analysis (SNA) on AI-automated monitoring data could potentially facilitate the analysis of social structures of farm animals. Methods: Data were collected using automated recording systems that captured 2D-camera images and videos of pigs in six pens (16-19 animals each) on a PIC breeding company farm (USA). The system provided real-time data, including ear-tag readings, elapsed time, posture (standing, lying, sitting), and XY coordinates of the shoulder and rump for each pig. Weighted SNA was performed, based on the proximity of "standing" animals, for two 3-day period-the early (first month after mixing) and the later period (60 days post-mixing). Results: Group-level degree, betweenness, and closeness centralization showed a significant increase from the early-growing period to the later one (p < 0.02), highlighting the pigs' social dynamics over time. Individual SNA traits were stable over these periods, except for the closeness centrality and clustering coefficient, which significantly increased (p < 0.00001). Conclusions: This study demonstrates that combining AI-assisted monitoring technologies with SNA offers a novel approach that can help farmers and breeders in optimizing on-farm management, breeding and welfare practices.
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Affiliation(s)
- Saif Agha
- The Roslin Institute, University of Edinburgh, Easter Bush, Edinburgh EH25 9RG, UK;
- Animal Production Department, Faculty of Agriculture, Ain Shams University, Shubra Alkhaima, Cairo 11241, Egypt
| | - Eric Psota
- PIC North America, Hendersonville, TN 37075, USA;
| | - Simon P. Turner
- Animal and Veterinary Sciences Department, Scotland’s Rural College, West Mains Road, Edinburgh EH9 3JG, UK;
| | - Craig R. G. Lewis
- PIC, C/Pau Vila No. 22, Sant Cugat del Valles, 08174 Barcelona, Spain;
| | - Juan Pedro Steibel
- Department of Animal Science, Iowa State University, Ames, IA 50011, USA;
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Giske J, Dumitru ML, Enberg K, Folkedal O, Handeland SO, Higginson AD, Opdal AF, Rønnestad I, Salvanes AGV, Vollset KW, Zennaro FM, Mangel M, Budaev S. Premises for digital twins reporting on Atlantic salmon wellbeing. Behav Processes 2025; 226:105163. [PMID: 39909180 DOI: 10.1016/j.beproc.2025.105163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2024] [Revised: 02/01/2025] [Accepted: 02/01/2025] [Indexed: 02/07/2025]
Abstract
Many species of fish, birds and mammals commonly live in human captivity; Atlantic salmon Salmo salar is one of them. The international legal status of the welfare of captive animals is slowly developing and still requires rigorous specification. For example, even though fish have complex cognition and elements of sentience, The United Nations' animal welfare principles still take a functional health-centred perspective overlooking the cognitive-affective component. Wellbeing problems remain a major source of slow growth and high mortality in intensive aquaculture of Atlantic salmon. The value system for decision making in vertebrates is based on expectations of emotional wellbeing for the options available and is linked with the individual's assessment of its future. We propose a new approach for monitoring and improving the welfare of salmon (or any other captive or wild vertebrate) based on modelling the salmon's wellbeing system by digital twins, which are simulation models that implement major bodily mechanisms of the organism. Indeed, predictions on boredom, stress and wellbeing can all be captured by a computational evolutionary model of the factors underlying behaviour. We explain how such an agent-based model of salmon digital twins can be constructed by modelling a salmon's subjective wellbeing experience along with prediction of its near future and allostasis (the bodily preparation for the expected near future). We attempt to identify the building blocks required in digital twin models to deliver early warnings about escalating issues that could eventually lead to negative effects on salmon health in aquaculture. These models would provide critical insights for optimizing production processes and could significantly reduce the reliance on animal experiments. Overall, reports of a population of digital twins could support the implementation of 3Rs - replacement, reduction, refinement - by offering actionable information to fish farmers as well as consumers, voters, politicians and regulators on relevant issues as well as guide experimental work on animal wellbeing across species.
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Affiliation(s)
- Jarl Giske
- Department of Biological Sciences, University of Bergen, Bergen, Norway.
| | - Magda L Dumitru
- Department of Biological Sciences, University of Bergen, Bergen, Norway; Department of Biological and Medical Psychology, University of Bergen, Bergen, Norway
| | - Katja Enberg
- Department of Biological Sciences, University of Bergen, Bergen, Norway
| | - Ole Folkedal
- Animal Welfare Research Group, Institute of Marine Research, Bergen, Norway
| | | | - Andrew D Higginson
- Centre for Research in Animal Behaviour, Faculty of Health and Life Sciences, University of Exeter, Exeter EX4 4QG, UK
| | - Anders F Opdal
- Department of Biological Sciences, University of Bergen, Bergen, Norway
| | - Ivar Rønnestad
- Department of Biological Sciences, University of Bergen, Bergen, Norway
| | | | - Knut Wiik Vollset
- Department of Climate & Environment, NORCE Norwegian Research Centre, Bergen, Norway
| | - Fabio M Zennaro
- Department of Informatics, University of Bergen, Bergen, Norway
| | - Marc Mangel
- Department of Biological Sciences, University of Bergen, Bergen, Norway; Department of Applied Mathematics, University of California, Santa Cruz, USA
| | - Sergey Budaev
- Department of Biological Sciences, University of Bergen, Bergen, Norway
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Monk CT, Aslak U, Brockmann D, Arlinghaus R. Rhythm of relationships in a social fish over the course of a full year in the wild. MOVEMENT ECOLOGY 2023; 11:56. [PMID: 37710318 PMCID: PMC10502983 DOI: 10.1186/s40462-023-00410-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Accepted: 07/06/2023] [Indexed: 09/16/2023]
Abstract
BACKGROUND Animals are expected to adjust their social behaviour to cope with challenges in their environment. Therefore, for fish populations in temperate regions with seasonal and daily environmental oscillations, characteristic rhythms of social relationships should be pronounced. To date, most research concerning fish social networks and biorhythms has occurred in artificial laboratory environments or over confined temporal scales of days to weeks. Little is known about the social networks of wild, freely roaming fish, including how seasonal and diurnal rhythms modulate social networks over the course of a full year. The advent of high-resolution acoustic telemetry enables us to quantify detailed social interactions in the wild over time-scales sufficient to examine seasonal rhythms at whole-ecosystems scales. Our objective was to explore the rhythms of social interactions in a social fish population at various time-scales over one full year in the wild by examining high-resolution snapshots of a dynamic social network. METHODS To that end, we tracked the behaviour of 36 adult common carp, Cyprinus carpio, in a 25 ha lake and constructed temporal social networks among individuals across various time-scales, where social interactions were defined by proximity. We compared the network structure to a temporally shuffled null model to examine the importance of social attraction, and checked for persistent characteristic groups over time. RESULTS The clustering within the carp social network tended to be more pronounced during daytime than nighttime throughout the year. Social attraction, particularly during daytime, was a key driver for interactions. Shoaling behavior substantially increased during daytime in the wintertime, whereas in summer carp interacted less frequently, but the interaction duration increased. Therefore, smaller, characteristic groups were more common in the summer months and during nighttime, where the social memory of carp lasted up to two weeks. CONCLUSIONS We conclude that social relationships of carp change diurnally and seasonally. These patterns were likely driven by predator avoidance, seasonal shifts in lake temperature, visibility, forage availability and the presence of anoxic zones. The techniques we employed can be applied generally to high-resolution biotelemetry data to reveal social structures across other fish species at ecologically realistic scales.
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Affiliation(s)
- Christopher T Monk
- Marine Evolutionary Ecology, GEOMAR Helmholtz Centre for Ocean Research Kiel, Düsternbrooker Weg 20, Kiel, 24105, Germany.
- Department of Fish Biology, Fisheries and Aquaculture, Leibniz Institute of Freshwater Ecology and Inland Fisheries, Müggelseedamm 310, Berlin, 12587, Germany.
| | - Ulf Aslak
- DTU Compute, Technical University of Denmark, Lyngby, DK-2800 Kgs.., Denmark
| | - Dirk Brockmann
- Robert Koch-Institute, Nordufer 20, Berlin, D-13353, Germany
- Institute for Theoretical Biology and Integrative Research Institute for the Life Sciences, Humboldt Universität zu Berlin, Berlin, Germany
| | - Robert Arlinghaus
- Department of Fish Biology, Fisheries and Aquaculture, Leibniz Institute of Freshwater Ecology and Inland Fisheries, Müggelseedamm 310, Berlin, 12587, Germany
- Integrative Research Institute on Transformations of Human-Environmental Systems, Humboldt-Universität zu Berlin, Invalidenstrasse 42, Berlin, 10115, Germany
- Division of Integrative Fisheries Management, Department of Crop and Animal Sciences, Faculty of Life Science, Humboldt-Universität zu Berlin, Invalidenstrasse 42, Berlin, 10115, Germany
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4
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Padget RFB, Fawcett TW, Darden SK. Guppies in large groups cooperate more frequently in an experimental test of the group size paradox. Proc Biol Sci 2023; 290:20230790. [PMID: 37434522 PMCID: PMC10336388 DOI: 10.1098/rspb.2023.0790] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Accepted: 06/16/2023] [Indexed: 07/13/2023] Open
Abstract
The volunteer's dilemma, in which a single individual is required to produce a public good, predicts that individuals in larger groups will cooperate less frequently. Mechanistically, this could result from trade-offs between costs associated with volunteering and costs incurred if the public good is not produced (nobody volunteers). During predator inspection, one major contributor to the cost of volunteering is likely increased probability of predation; however, a predator also poses a risk to all individuals if nobody inspects. We tested the prediction that guppies in larger groups will inspect a predator less than those in smaller groups. We also predicted that individuals in larger groups would perceive less threat from the predator stimulus because of the protective benefits of larger groups (e.g. dilution). Contrary to prediction, we found that individuals in large groups inspected more frequently than those in smaller groups, but (as predicted) spent less time in refuges. There was evidence that individuals in intermediate-sized groups made fewest inspections and spent most time in refuges, suggesting that any link between group size, risk and cooperation is not driven by simple dilution. Extensions of theoretical models that capture these dynamics will likely be broadly applicable to risky cooperative behaviour.
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Affiliation(s)
- Rebecca F. B. Padget
- Centre for Research in Animal Behaviour, Department of Psychology, Faculty of Health and Life Sciences, University of Exeter, Exeter, UK
| | - Tim W. Fawcett
- Centre for Research in Animal Behaviour, Department of Psychology, Faculty of Health and Life Sciences, University of Exeter, Exeter, UK
| | - Safi K. Darden
- Centre for Research in Animal Behaviour, Department of Psychology, Faculty of Health and Life Sciences, University of Exeter, Exeter, UK
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5
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Williams DM, Beckert S, Martin JG, Blumstein DT. Agonistic and affiliative social relationships are associated with marmot docility but not boldness. Anim Behav 2023. [DOI: 10.1016/j.anbehav.2023.02.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/03/2023]
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6
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Siracusa ER, Pereira AS, Brask JB, Negron-Del Valle JE, Phillips D, Platt ML, Higham JP, Snyder-Mackler N, Brent LJN. Ageing in a collective: the impact of ageing individuals on social network structure. Philos Trans R Soc Lond B Biol Sci 2023; 378:20220061. [PMID: 36802789 PMCID: PMC9939263 DOI: 10.1098/rstb.2022.0061] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Accepted: 11/16/2022] [Indexed: 02/21/2023] Open
Abstract
Ageing affects many phenotypic traits, but its consequences for social behaviour have only recently become apparent. Social networks emerge from associations between individuals. The changes in sociality that occur as individuals get older are thus likely to impact network structure, yet this remains unstudied. Here we use empirical data from free-ranging rhesus macaques and an agent-based model to test how age-based changes in social behaviour feed up to influence: (i) an individual's level of indirect connectedness in their network and (ii) overall patterns of network structure. Our empirical analyses revealed that female macaques became less indirectly connected as they aged for some, but not for all network measures examined. This suggests that indirect connectivity is affected by ageing, and that ageing animals can remain well integrated in some social contexts. Surprisingly, we did not find evidence for a relationship between age distribution and the structure of female macaque networks. We used an agent-based model to gain further understanding of the link between age-based differences in sociality and global network structure, and under which circumstances global effects may be detectable. Overall, our results suggest a potentially important and underappreciated role of age in the structure and function of animal collectives, which warrants further investigation. This article is part of a discussion meeting issue 'Collective behaviour through time'.
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Affiliation(s)
- Erin R. Siracusa
- School of Psychology, Centre for Research in Animal Behaviour, University of Exeter, Exeter EX4 4QG, UK
| | - André S. Pereira
- School of Psychology, Centre for Research in Animal Behaviour, University of Exeter, Exeter EX4 4QG, UK
- Research Centre for Anthropology and Health, Department of Life Sciences, University of Coimbra, 3000-456 Coimbra, Portugal
| | - Josefine Bohr Brask
- Department of Applied Mathematics and Computer Science, Technical University of Denmark, DK-2800, Kongens Lyngby, Denmark
| | | | - Daniel Phillips
- Center for Evolution and Medicine, Arizona State University, Arizona, AZ 85281, USA
| | - Cayo Biobank Research Unit
- School of Psychology, Centre for Research in Animal Behaviour, University of Exeter, Exeter EX4 4QG, UK
- Research Centre for Anthropology and Health, Department of Life Sciences, University of Coimbra, 3000-456 Coimbra, Portugal
- Department of Applied Mathematics and Computer Science, Technical University of Denmark, DK-2800, Kongens Lyngby, Denmark
- Center for Evolution and Medicine, Arizona State University, Arizona, AZ 85281, USA
- School of Life Sciences, Arizona State University, Arizona, AZ 85281, USA
- School for Human Evolution and Social Change, Arizona State University, Arizona, AZ 85281, USA
- Department of Neuroscience, University of Pennsylvania, PA 19104, USA
- Department of Psychology, University of Pennsylvania, PA 19104, USA
- Department of Marketing, University of Pennsylvania, PA 19104, USA
- Department of Anthropology, New York University, New York, NY 10003, USA
| | - Michael L. Platt
- Department of Neuroscience, University of Pennsylvania, PA 19104, USA
- Department of Psychology, University of Pennsylvania, PA 19104, USA
- Department of Marketing, University of Pennsylvania, PA 19104, USA
| | - James P. Higham
- Department of Anthropology, New York University, New York, NY 10003, USA
| | - Noah Snyder-Mackler
- Center for Evolution and Medicine, Arizona State University, Arizona, AZ 85281, USA
- School of Life Sciences, Arizona State University, Arizona, AZ 85281, USA
- School for Human Evolution and Social Change, Arizona State University, Arizona, AZ 85281, USA
| | - Lauren J. N. Brent
- School of Psychology, Centre for Research in Animal Behaviour, University of Exeter, Exeter EX4 4QG, UK
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7
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Gokcekus S, Firth JA, Regan C, Cole EF, Sheldon BC, Albery GF. Social familiarity and spatially variable environments independently determine reproductive fitness in a wild bird. Am Nat 2023; 201:813-824. [DOI: 10.1086/724382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
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8
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The study of aggression and affiliation motifs in bottlenose dolphins' social networks. Sci Rep 2022; 12:19672. [PMID: 36385112 PMCID: PMC9668813 DOI: 10.1038/s41598-022-22071-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 10/10/2022] [Indexed: 11/17/2022] Open
Abstract
Networks in biology have provided a powerful tool to describe and study very complex biological processes and systems such as animal societies. Social network analysis allows us to assess different processes occurring in animal groups. In the current study, we use this approach to investigate how conflict dynamics and post-conflict interactions shape the social networks of groups of captive bottlenose dolphins. We first examined temporal changes and aggression-affiliation motifs in the observed dolphins' network structure. Using the results of the previous analysis, we built two models that simulate the dynamics of aggression and affiliation in a small dolphin group. The first model is based only on the observed statistics of interactions, whereas the second includes post conflict memory effects as well. We found that the resulting social networks and their most common motifs matched the association patterns observed in wild and captive dolphins. Furthermore, the model with memory was able to capture the observed dynamics of this group of dolphins. Thus, our models suggest the presence and influence of post-conflict behaviors on the structure of captive dolphins' social networks. Therefore, the network approach reveals as an effective method to define animal social networks and study animal sociality. Finally, this approach can have important applications in the management of animal populations in captive settings.
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9
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Syme J, Kiszka JJ, Parra GJ. How to define a dolphin "group"? Need for consistency and justification based on objective criteria. Ecol Evol 2022; 12:e9513. [PMID: 36415876 PMCID: PMC9674468 DOI: 10.1002/ece3.9513] [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: 08/10/2022] [Revised: 10/24/2022] [Accepted: 10/26/2022] [Indexed: 11/21/2022] Open
Abstract
Group living is a critical component of the ecology of social animals such as delphinids. In many studies on these animals, groups represent sampling units that form the basis of the collection and analysis of data on their abundance, behavior, and social structure. Nevertheless, defining what constitutes a group has proven problematic. There is inconsistency in the terms and criteria used and many definitions lack biological justification. We conducted a literature review and an online expert survey to assess various terms (group, school, party, and pod), and their definitions as applied to delphinids to identify issues to ultimately make recommendations. Of 707 studies analyzed, 325 explicitly defined one or more terms, providing 344 definitions. Additionally, 192 definitions were obtained from the survey. Among these definitions, group was the most common term used (review: 286 definitions, 83.1%; survey: 69 definitions, 35.9%) and the most familiar to the survey respondents (73 respondents, 100.0%). In definitions of group, spatial proximity was the most used criterion (review: 200 definitions, 71.2%; survey: 53 definitions, 81.5%) followed by behavior (review: 176 definitions, 62.6%; survey: 38 definitions, 58.5%). The terms and criteria used to define delphinid groups vary considerably. Rather than proposing a single formal definition, we instead recommend that the term group and spatial proximity criteria be used to define sampling units of individuals observed in the field. Furthermore, we propose a process for formulating definitions that involves analyzing interindividual distances to determine naturally occurring patterns that are indicative of group membership. Although this process is based principally on the spatial proximity of individuals, it could also incorporate the behavior of group members by evaluating the influence of behavior on interindividual distances. Such a process produces definitions that are biologically meaningful and compatible across studies and populations, thus increasing our ability to draw strong conclusions about group living in delphinids.
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Affiliation(s)
- Jonathan Syme
- Cetacean Ecology, Behaviour and Evolution Lab, College of Science and EngineeringFlinders UniversityAdelaideSouth AustraliaAustralia
| | - Jeremy J. Kiszka
- Institute of Environment, Department of Biological SciencesFlorida International UniversityNorth MiamiFloridaUSA
| | - Guido J. Parra
- Cetacean Ecology, Behaviour and Evolution Lab, College of Science and EngineeringFlinders UniversityAdelaideSouth AustraliaAustralia
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10
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Groves V, Elvidge CK, Brown GE. The role of donor and receiver size in the response to public cues in Hart’s rivulus, Anablepsoides hartii. BEHAVIOUR 2022. [DOI: 10.1163/1568539x-bja10185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Abstract
Aquatic prey use chemical alarm cues as public information sources to optimize behavioural decisions. Recent studies suggest that the contextual value of these cues is shaped by their source, the size of the donor relative to the receiver, and the size of the receiver itself. Here, we exposed Hart’s rivulus (Anablepsoides hartii) to conspecific or heterospecific alarm cues from donors that were either smaller or larger than the mean focal rivulus size. Smaller rivulus reduced foraging in response to conspecific and heterospecific cues, regardless of donor size. However, larger rivulus exhibited no reduction in foraging towards small conspecific cues and increased foraging towards small heterospecific cues. Additionally, while conspecific donors elicited strong predator avoidance, rivulus exhibited stronger responses to large vs. small heterospecific cues. Our results demonstrate that the value of alarm cues is shaped by the interacting effects of receiver size and the size and species of cue donors.
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Affiliation(s)
- Veronica Groves
- Department of Biology, Concordia University: 7141 Sherbrooke Street West, Montreal, QC, Canada H4B 1R6
| | - Chris K. Elvidge
- Department of Biology, Concordia University: 7141 Sherbrooke Street West, Montreal, QC, Canada H4B 1R6
| | - Grant E. Brown
- Department of Biology, Concordia University: 7141 Sherbrooke Street West, Montreal, QC, Canada H4B 1R6
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11
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Blonder AF, Tarvin KA. Male zebrafish (Danio rerio) do not preferentially associate with familiar over unfamiliar conspecifics. JOURNAL OF FISH BIOLOGY 2022; 100:1025-1032. [PMID: 35138635 DOI: 10.1111/jfb.15008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 02/04/2022] [Accepted: 02/07/2022] [Indexed: 06/14/2023]
Abstract
Members of several shoaling species have been shown to prefer to associate with familiar individuals, enhancing the benefits of aggregation. The authors used a series of social preference tasks in the laboratory to evaluate whether prior familiarity with potential partners influences preference of shoaling partner in male zebrafish (Danio rerio), a social species found in shallow, slow-moving waters. The authors found that though male zebrafish exhibited a strong preference for shoaling with a male conspecific as opposed to remaining alone, they exhibited no preference for familiar over unfamiliar conspecifics. This suggests that the benefits of familiarity for shoaling behaviour may not be as important for male zebrafish as has been shown in other social fish species.
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Affiliation(s)
| | - Keith A Tarvin
- Department of Biology, Oberlin College, Oberlin, Ohio, USA
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12
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Lucon-Xiccato T, Montalbano G, Reddon AR, Bertolucci C. Social environment affects inhibitory control via developmental plasticity in a fish. Anim Behav 2022. [DOI: 10.1016/j.anbehav.2021.11.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
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13
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14
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Janecka MJ, Rovenolt F, Stephenson JF. How does host social behavior drive parasite non-selective evolution from the within-host to the landscape-scale? Behav Ecol Sociobiol 2021. [DOI: 10.1007/s00265-021-03089-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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15
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Paulsson NI, Taborsky M. Reaching Out for Inaccessible Food Is a Potential Begging Signal in Cooperating Wild-Type Norway Rats, Rattus norvegicus. Front Psychol 2021; 12:712333. [PMID: 34526936 PMCID: PMC8435742 DOI: 10.3389/fpsyg.2021.712333] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Accepted: 07/30/2021] [Indexed: 11/13/2022] Open
Abstract
Begging is widespread in juvenile animals. It typically induces helpful behaviours in parents and brood care helpers. However, begging is sometimes also shown by adults towards unrelated social partners. Adult Norway rats (Rattus norvegicus) display a sequence of different behaviours in a reciprocal food provisioning task that have been interpreted as such signals of need. The first behaviour in this sequence represents reaching out for a food item the animal cannot obtain independently. This may reflect either an attempt to grasp the food object by itself, or a signal to the social partner communicating the need for help. To distinguish between these two possibilities, we tested in female wild-type Norway rats if the amount of reaching performed by a food-deprived rat changes with the presence/absence of food and a social partner. Focal rats displayed significantly more reaching behaviour, both in terms of number and total duration of events, when food and a potentially helpful partner were present compared to when either was missing. Our findings hence support the hypothesis that rats use reaching behaviour to signal need to social partners that can help them to obtain food.
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Affiliation(s)
- Niklas I Paulsson
- Division of Behavioural Ecology, Institute of Ecology and Evolution, University of Bern, Bern, Switzerland
| | - Michael Taborsky
- Division of Behavioural Ecology, Institute of Ecology and Evolution, University of Bern, Bern, Switzerland
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16
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Feyten LEA, Crane AL, Ramnarine IW, Brown GE. Predation risk shapes the use of conflicting personal risk and social safety information in guppies. Behav Ecol 2021. [DOI: 10.1093/beheco/arab096] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
Abstract
When faced with uncertainty, animals can benefit from using multiple sources of information in order to make an optimal decision. However, information sources (e.g., social and personal cues) may conflict, while also varying in acquisition cost and reliability. Here, we assessed behavioral decisions of Trinidadian guppies (Poecilia reticulata), in situ, when presented with conflicting social and personal information about predation risk. We positioned foraging arenas within high- and low-predation streams, where guppies were exposed to a personal cue in the form of conspecific alarm cues (a known indicator of risk), a novel cue, or a control. At the same time, a conspecific shoal (a social safety cue) was either present or absent. When social safety was absent, guppies in both populations showed typical avoidance responses towards alarm cues, and high-predation guppies showed their typical avoidance of novel cues (i.e., neophobia). However, the presence of social safety cues was persuasive, overriding the neophobia of high-predation guppies and emboldening low-predation guppies to ignore alarm cues. Our experiment is one of the first to empirically assess the use of safety and risk cues in prey and suggests a threshold level of ambient risk which dictates the use of conflicting social and personal information.
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Affiliation(s)
| | - Adam L Crane
- Department of Biology, Concordia University, West, Montreal, Québec, Canada
| | - Indar W Ramnarine
- Department of Life Sciences, University of the West Indies, St. Augustine, Trinidad and Tobago
| | - Grant E Brown
- Department of Biology, Concordia University, West, Montreal, Québec, Canada
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17
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Hobson EA, Silk MJ, Fefferman NH, Larremore DB, Rombach P, Shai S, Pinter-Wollman N. A guide to choosing and implementing reference models for social network analysis. Biol Rev Camb Philos Soc 2021; 96:2716-2734. [PMID: 34216192 PMCID: PMC9292850 DOI: 10.1111/brv.12775] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Revised: 06/23/2021] [Accepted: 06/25/2021] [Indexed: 11/29/2022]
Abstract
Analysing social networks is challenging. Key features of relational data require the use of non-standard statistical methods such as developing system-specific null, or reference, models that randomize one or more components of the observed data. Here we review a variety of randomization procedures that generate reference models for social network analysis. Reference models provide an expectation for hypothesis testing when analysing network data. We outline the key stages in producing an effective reference model and detail four approaches for generating reference distributions: permutation, resampling, sampling from a distribution, and generative models. We highlight when each type of approach would be appropriate and note potential pitfalls for researchers to avoid. Throughout, we illustrate our points with examples from a simulated social system. Our aim is to provide social network researchers with a deeper understanding of analytical approaches to enhance their confidence when tailoring reference models to specific research questions.
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Affiliation(s)
- Elizabeth A Hobson
- Department of Biological Sciences, University of Cincinnati, 318 College Drive, Cincinnati, OH, 45221, U.S.A
| | - Matthew J Silk
- Centre for Ecology and Conservation, University of Exeter Penryn Campus, Treliever Road, Penryn, Cornwall, TR10 9FE, U.K
| | - Nina H Fefferman
- Departments of Ecology and Evolutionary Biology & Mathematics, University of Tennessee, 569 Dabney Hall, Knoxville, TN, 37996, U.S.A
| | - Daniel B Larremore
- Department of Computer Science, University of Colorado Boulder, 1111 Engineering Drive, Boulder, CO, 80309, U.S.A.,BioFrontiers Institute, University of Colorado Boulder, 3415 Colorado Ave,, Boulder, CO, 80303, U.S.A
| | - Puck Rombach
- Department of Mathematics & Statistics, University of Vermont, 82 University Place, Burlington, VT, 05405, U.S.A
| | - Saray Shai
- Department of Mathematics and Computer Science, Wesleyan University, Science Tower 655, 265 Church Street, Middletown, CT, 06459, U.S.A
| | - Noa Pinter-Wollman
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, 612 Charles E. Young Drive South, Los Angeles, CA, 90095, U.S.A
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18
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Pimentel AFN, Lima-Maximino MG, Soares MC, Maximino C. Zebrafish cooperate while inspecting predators: experimental evidence for conditional approach. Anim Behav 2021. [DOI: 10.1016/j.anbehav.2021.04.014] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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19
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Gokcekus S, Cole EF, Sheldon BC, Firth JA. Exploring the causes and consequences of cooperative behaviour in wild animal populations using a social network approach. Biol Rev Camb Philos Soc 2021; 96:2355-2372. [DOI: 10.1111/brv.12757] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 05/25/2021] [Accepted: 05/27/2021] [Indexed: 12/26/2022]
Affiliation(s)
- Samin Gokcekus
- Department of Zoology, Edward Grey Institute University of Oxford 11a Mansfield Road Oxford OX1 3SZ U.K
| | - Ella F. Cole
- Department of Zoology, Edward Grey Institute University of Oxford 11a Mansfield Road Oxford OX1 3SZ U.K
| | - Ben C. Sheldon
- Department of Zoology, Edward Grey Institute University of Oxford 11a Mansfield Road Oxford OX1 3SZ U.K
| | - Josh A. Firth
- Department of Zoology, Edward Grey Institute University of Oxford 11a Mansfield Road Oxford OX1 3SZ U.K
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20
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Geoffroy F, André JB. The emergence of cooperation by evolutionary generalization. Proc Biol Sci 2021; 288:20210338. [PMID: 34034523 DOI: 10.1098/rspb.2021.0338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
In principle, any cooperative behaviour can be evolutionarily stable as long as it is incentivized by a reward from the beneficiary, a mechanism that has been called reciprocal cooperation. However, what makes this mechanism so powerful also has an evolutionary downside. Reciprocal cooperation faces a chicken-and-egg problem of the same kind as communication: it requires two functions to evolve at the same time-cooperation and response to cooperation. As a result, it can only emerge if one side first evolves for another reason, and is then recycled into a reciprocal function. Developing an evolutionary model in which we make use of machine learning techniques, we show that this occurs if the fact to cooperate and reward others' cooperation become general abilities that extend beyond the set of contexts for which they have initially been selected. Drawing on an evolutionary analogy with the concept of generalization, we identify the conditions necessary for this to happen. This allows us to understand the peculiar distribution of reciprocal cooperation in the wild, virtually absent in most species-or limited to situations where individuals have partially overlapping interests, but pervasive in the human species.
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Affiliation(s)
- Félix Geoffroy
- ISEM, Univ Montpellier, CNRS, EPHE, IRD, Montpellier, France.,Institut Jean Nicod, Département d'études cognitives, ENS, EHESS, PSL Research University, CNRS, Paris, France.,Department of Evolutionary Theory, Max Planck Institute for Evolutionary Biology, Plön, Germany
| | - Jean-Baptiste André
- Institut Jean Nicod, Département d'études cognitives, ENS, EHESS, PSL Research University, CNRS, Paris, France
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21
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Hasenjager MJ, Silk M, Fisher DN. Multilayer network analysis: new opportunities and challenges for studying animal social systems. Curr Zool 2021; 67:45-48. [PMID: 33654489 PMCID: PMC7901768 DOI: 10.1093/cz/zoab006] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- Matthew J Hasenjager
- Department of Biological Sciences, Royal Holloway, University of London, Egham, UK
| | - Matthew Silk
- Centre for Ecology and Conservation, University of Exeter, Exeter, UK
| | - David N Fisher
- School of Biological Sciences, University of Aberdeen, Aberdeen, UK
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22
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Snijders L, Krause S, Tump AN, Breuker M, Ortiz C, Rizzi S, Ramnarine IW, Krause J, Kurvers RHJM. Causal evidence for the adaptive benefits of social foraging in the wild. Commun Biol 2021; 4:94. [PMID: 33473153 PMCID: PMC7817680 DOI: 10.1038/s42003-020-01597-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Accepted: 12/14/2020] [Indexed: 11/29/2022] Open
Abstract
Sociality is a fundamental organizing principle across taxa, thought to come with a suite of adaptive benefits. However, making causal inferences about these adaptive benefits requires experimental manipulation of the social environment, which is rarely feasible in the field. Here we manipulated the number of conspecifics in Trinidadian guppies (Poecilia reticulata) in the wild, and quantified how this affected a key benefit of sociality, social foraging, by investigating several components of foraging success. As adaptive benefits of social foraging may differ between sexes, we studied males and females separately, expecting females, the more social and risk-averse sex in guppies, to benefit more from conspecifics. Conducting over 1600 foraging trials, we found that in both sexes, increasing the number of conspecifics led to faster detection of novel food patches and a higher probability of feeding following detection of the patch, resulting in greater individual resource consumption. The extent of the latter relationship differed between the sexes, with males unexpectedly exhibiting a stronger social benefit. Our study provides rare causal evidence for the adaptive benefits of social foraging in the wild, and highlights that sex differences in sociality do not necessarily imply an unequal ability to profit from the presence of others.
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Affiliation(s)
- Lysanne Snijders
- Department of Biology and Ecology of Fishes, Leibniz-Institute of Freshwater Ecology and Inland Fisheries, 12587, Berlin, Germany.
- Behavioural Ecology Group, Wageningen University, 6708 PB, Wageningen, The Netherlands.
| | - Stefan Krause
- Department of Electrical Engineering and Computer Science, Lübeck University of Applied Sciences, 23562, Lübeck, Germany
| | - Alan N Tump
- Center for Adaptive Rationality, Max Planck Institute for Human Development, 14195, Berlin, Germany
| | - Michael Breuker
- Department of Electrical Engineering and Computer Science, Lübeck University of Applied Sciences, 23562, Lübeck, Germany
| | - Chente Ortiz
- Faculty of Life Sciences, Humboldt-Universität zu Berlin, 10115, Berlin, Germany
| | - Sofia Rizzi
- Faculty of Life Sciences, Humboldt-Universität zu Berlin, 10115, Berlin, Germany
| | - Indar W Ramnarine
- Department of Life Sciences, University of the West Indies, St Augustine, Trinidad and Tobago
| | - Jens Krause
- Department of Biology and Ecology of Fishes, Leibniz-Institute of Freshwater Ecology and Inland Fisheries, 12587, Berlin, Germany
- Faculty of Life Sciences, Humboldt-Universität zu Berlin, 10115, Berlin, Germany
| | - Ralf H J M Kurvers
- Department of Biology and Ecology of Fishes, Leibniz-Institute of Freshwater Ecology and Inland Fisheries, 12587, Berlin, Germany
- Center for Adaptive Rationality, Max Planck Institute for Human Development, 14195, Berlin, Germany
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23
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Darden SK, James R, Cave JM, Brask JB, Croft DP. Trinidadian guppies use a social heuristic that can support cooperation among non-kin. Proc Biol Sci 2020; 287:20200487. [PMID: 32900316 DOI: 10.1098/rspb.2020.0487] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
Cooperation among non-kin is well documented in humans and widespread in non-human animals, but explaining the occurrence of cooperation in the absence of inclusive fitness benefits has proven a significant challenge. Current theoretical explanations converge on a single point: cooperators can prevail when they cluster in social space. However, we know very little about the real-world mechanisms that drive such clustering, particularly in systems where cognitive limitations make it unlikely that mechanisms such as score keeping and reputation are at play. Here, we show that Trinidadian guppies (Poecilia reticulata) use a 'walk away' strategy, a simple social heuristic by which assortment by cooperativeness can come about among mobile agents. Guppies cooperate during predator inspection and we found that when experiencing defection in this context, individuals prefer to move to a new social environment, despite having no prior information about this new social group. Our results provide evidence in non-human animals that individuals use a simple social partner updating strategy in response to defection, supporting theoretical work applying heuristics to understanding the proximate mechanisms underpinning the evolution of cooperation among non-kin.
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Affiliation(s)
- Safi K Darden
- Centre for Research in Animal Behaviour, Department of Psychology, College of Life and Environmental Sciences, University of Exeter, UK
| | - Richard James
- Department of Physics and Centre for Networks and Collective Behaviour, University of Bath, Bath, UK
| | - James M Cave
- Department of Physics and Centre for Networks and Collective Behaviour, University of Bath, Bath, UK
| | - Josefine Bohr Brask
- Centre for Research in Animal Behaviour, Department of Psychology, College of Life and Environmental Sciences, University of Exeter, UK
| | - Darren P Croft
- Centre for Research in Animal Behaviour, Department of Psychology, College of Life and Environmental Sciences, University of Exeter, UK
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24
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Kniel N, Guenther A, Godin JGJ. Individual personality does not predict learning performance in a foraging context in female guppies, Poecilia reticulata. Anim Behav 2020. [DOI: 10.1016/j.anbehav.2020.07.007] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
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25
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Dakin R, Moore IT, Horton BM, Vernasco BJ, Ryder TB. Testosterone-mediated behaviour shapes the emergent properties of social networks. J Anim Ecol 2020; 90:131-142. [PMID: 32745255 DOI: 10.1111/1365-2656.13305] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2020] [Accepted: 07/07/2020] [Indexed: 12/20/2022]
Abstract
Social networks can vary in their organization and dynamics, with implications for ecological and evolutionary processes. Understanding the mechanisms that drive social network dynamics requires integrating individual-level biology with comparisons across multiple social networks. Testosterone is a key mediator of vertebrate social behaviour and can influence how individuals interact with social partners. Although the effects of testosterone on individual behaviour are well established, no study has examined whether hormone-mediated behaviour can scale up to shape the emergent properties of social networks. We investigated the relationship between testosterone and social network dynamics in the wire-tailed manakin, a lekking bird species in which male-male social interactions form complex social networks. We used an automated proximity system to longitudinally monitor several leks and we quantified the social network structure at each lek. Our analysis examines three emergent properties of the networks-social specialization (the extent to which a network is partitioned into exclusive partnerships), network stability (the overall persistence of partnerships through time) and behavioural assortment (the tendency for like to associate with like). All three properties are expected to promote the evolution of cooperation. As the predictor, we analysed the collective testosterone of males within each social network. Social networks that were composed of high-testosterone dominant males were less specialized, less stable and had more negative behavioural assortment, after accounting for other factors. These results support our main hypothesis that individual-level hormone physiology can predict group-level network dynamics. We also observed that larger leks with more interacting individuals had more positive behavioural assortment, suggesting that small groups may constrain the processes of homophily and behaviour-matching. Overall, these results provide evidence that hormone-mediated behaviour can shape the broader architecture of social groups. Groups with high average testosterone exhibit social network properties that are predicted to impede the evolution of cooperation.
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Affiliation(s)
- Roslyn Dakin
- Migratory Bird Center, Smithsonian Conservation Biology Institute, National Zoological Park, Washington, DC, USA.,Department of Biology, Carleton University, Ottawa, Ontario, Canada
| | - Ignacio T Moore
- Department of Biological Sciences, Virginia Tech, Blacksburg, VA, USA
| | - Brent M Horton
- Department of Biology, Millersville University, Millersville, PA, USA
| | - Ben J Vernasco
- Department of Biological Sciences, Virginia Tech, Blacksburg, VA, USA
| | - T Brandt Ryder
- Migratory Bird Center, Smithsonian Conservation Biology Institute, National Zoological Park, Washington, DC, USA.,Bird Conservancy of the Rockies, Fort Collins, CO, USA
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26
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Busia L, Griggio M. The dawn of social bonds: what is the role of shared experiences in non-human animals? Biol Lett 2020; 16:20200201. [PMID: 32673550 DOI: 10.1098/rsbl.2020.0201] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Group-living animals can develop social bonds. Social bonds can be considered a type of social relationship characterized by frequent and consistent affiliative (non-reproductive) interactions. Social bonds with conspecifics bring many advantages, also in terms of direct fitness. A characteristic of social bonds is that they need time to develop. Several studies on humans have emphasized the fact that sharing experiences can affect the strength of social bonds. A similar trend can be spotted in non-human species. For example, a recent experiment showed that if chimpanzees watched a video together with a conspecific, they spent more time in proximity compared to conspecifics with whom they did not actively watch a video. Another experiment on fish showed that individuals who experienced a situation of high predation risk together, showed preference for each other compared to those who did not. As the link between shared experiences and social bonds is not explicitly recognized in non-human animals, the main goal of this work is to propose the exploration of this novel research path. This exploration would contribute to shed light on the evolutionary mechanisms of social bond (or friendship) development and maintenance between individuals in different vertebrate species, from fish to non-human primates.
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Affiliation(s)
- Laura Busia
- School of Sociology and Anthropology, Sun Yat-sen University, Kang Le Lu, Haizhu Qu, Guangzhou, Guangdong, People's Republic of China
| | - Matteo Griggio
- Department of Biology, University of Padova, Padova, Italy
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27
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Bouwhuis S, Ballani F, Bourgeois M, Stoyan D. Colony size affects breeding density, but not spatial distribution type, in a seabird. Behav Ecol 2020. [DOI: 10.1093/beheco/araa058] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Abstract
The spatial distribution of individuals within populations can result in fine-scale density dependence and affect the social environment that is encountered. As such, it is important to quantify within-population spatial structuring and understand the factors that shape it. In this study, we make use of point process statistics to test whether colony size affects the statistical type of spatial nest distribution produced by common terns (Sterna hirundo) breeding at identical manmade rectangular and homogeneous islands of fixed physical size. Comparing subcolonies of variable density both within and across years, we find that inter-nest distances are smaller at higher local and overall breeding density, but that the spatial distribution type does not vary across the observed densities. This suggests that the birds’ main settlement rules do not depend on density. In our case, analyses of fine-scale density dependence or potential social effects therefore do not need to account for between-individual heterogeneity in settlement decision rules or acceptance of these rules. We urge, however, other studies to similarly test for density dependence of the spatial distribution of individuals before undertaking such “downstream” analyses.
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Affiliation(s)
- Sandra Bouwhuis
- Institute of Avian Research, An der Vogelwarte, Wilhelmshaven, Germany
| | - Felix Ballani
- Institute of Stochastics, TU Bergakademie Freiberg, Prüferstraße, Freiberg, Germany
| | - Marie Bourgeois
- Institute of Avian Research, An der Vogelwarte, Wilhelmshaven, Germany
| | - Dietrich Stoyan
- Institute of Stochastics, TU Bergakademie Freiberg, Prüferstraße, Freiberg, Germany
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28
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Kaiser MJ. Together is bolder. JOURNAL OF FISH BIOLOGY 2020; 96:863. [PMID: 32281108 DOI: 10.1111/jfb.14324] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
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29
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30
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Reciprocity and behavioral heterogeneity govern the stability of social networks. Proc Natl Acad Sci U S A 2020; 117:2993-2999. [PMID: 31980520 DOI: 10.1073/pnas.1913284117] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
The dynamics of social networks can determine the transmission of information, the spread of diseases, and the evolution of behavior. Despite this broad importance, a general framework for predicting social network stability has not been proposed. Here we present longitudinal data on the social dynamics of a cooperative bird species, the wire-tailed manakin, to evaluate the potential causes of temporal network stability. We find that when partners interact less frequently and when social connectedness increases, the network is subsequently less stable. Social connectivity was also negatively associated with the temporal persistence of coalition partnerships on an annual timescale. This negative association between connectivity and stability was surprising, especially given that individual manakins who were more connected also had more stable partnerships. This apparent paradox arises from a within-individual behavioral trade-off between partnership quantity and quality. Crucially, this trade-off is easily masked by behavioral variation among individuals. Using a simulation, we show that these results are explained by a simple model that combines among-individual behavioral heterogeneity and reciprocity within the network. As social networks become more connected, individuals face a trade-off between partnership quantity and maintenance. This model also demonstrates how among-individual behavioral heterogeneity, a ubiquitous feature of natural societies, can improve social stability. Together, these findings provide unifying principles that are expected to govern diverse social systems.
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31
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Gomes-Silva G, Pereira BB, Liu K, Chen B, Santos VSV, de Menezes GHT, Pires LP, Santos BMT, Oliveira DM, Machado PHA, de Oliveira Júnior RJ, de Oliveira AMM, Plath M. Using native and invasive livebearing fishes (Poeciliidae, Teleostei) for the integrated biological assessment of pollution in urban streams. THE SCIENCE OF THE TOTAL ENVIRONMENT 2020; 698:134336. [PMID: 31783440 DOI: 10.1016/j.scitotenv.2019.134336] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/11/2019] [Revised: 08/14/2019] [Accepted: 09/05/2019] [Indexed: 06/10/2023]
Abstract
Invasive species are increasingly replacing native species, especially in anthropogenically transformed or polluted habitats. This opens the possibility to use invasive species as indicator taxa for the biological assessment of pollution. Integrated biological assessment, however, additionally relies on the application of multiple approaches to quantify physiological or cytogenetic responses to pollution within the same focal species. This is challenging when species are restricted to either polluted or unpolluted sites. Here, we make use of a small group of neotropical livebearing fishes (family Poeciliidae) for the integrated biological assessment of water quality. Comparing urban and suburban stream sections that receive varying degrees of pollution from industrial and domestic waste waters in and around the Brazilian city of Uberlândia, we demonstrate that two members of this family may indeed serve as indicators of water pollution levels. The native species Phalloceros caudimaculatus appears to be replaced by invasive guppies (Poecilia reticulata) at heavily polluted sites. Nevertheless, we demonstrate that both species could be used for the assessment of bioaccumulation of heavy metals (Pb, Cu, and Cr). Ambient (sediment) concentrations predicted concentrations in somatic tissue across species (R2-values between 0.74 and 0.96). Moreover, we used cytogenetic methods to provide an estimate of genotoxic effects of water pollution and found pollution levels (multiple variables, condensed into principal components) to predict the occurrence of nuclear abnormalities (e.g., frequencies of micro-nucleated cells) across species (R2 between 0.69 and 0.83). The occurrence of poeciliid fishes in urban and polluted environments renders this family a prime group of focal organisms for biological water quality monitoring and assessment. Both species could be used interchangeably to assess genotoxic effects of water pollution, which may facilitate future comparative analyses over extensive geographic scales, as members of the family Poeciliidae have become invasive in tropical and subtropical regions worldwide.
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Affiliation(s)
- Guilherme Gomes-Silva
- College of Animal Science and Technology, Northwest A&F University, Yangling, PR China
| | - Boscolli Barbosa Pereira
- Institute of Geography, Universidade Federal de Uberlândia, Uberlândia, Brazil; Institute of Biotechnology, Universidade Federal de Uberlândia, Uberlândia, Brazil
| | - Kai Liu
- College of Animal Science and Technology, Northwest A&F University, Yangling, PR China
| | - Bojian Chen
- College of Environmental Science and Engineering, Tongji University, Shanghai, PR China
| | | | | | - Luís Paulo Pires
- Institute of Biology, Universidade Federal de Uberlândia, Uberlândia, Brazil
| | | | | | | | | | | | - Martin Plath
- College of Animal Science and Technology, Northwest A&F University, Yangling, PR China; Shaanxi Key Laboratory for Molecular Biology in Agriculture, Northwest A&F University, Yangling, PR China.
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32
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Ellis S, Snyder-Mackler N, Ruiz-Lambides A, Platt ML, Brent LJN. Deconstructing sociality: the types of social connections that predict longevity in a group-living primate. Proc Biol Sci 2019; 286:20191991. [PMID: 31822256 PMCID: PMC6939919 DOI: 10.1098/rspb.2019.1991] [Citation(s) in RCA: 80] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Accepted: 11/14/2019] [Indexed: 12/16/2022] Open
Abstract
Many species use social interactions to cope with challenges in their environment and a growing number of studies show that individuals which are well-connected to their group have higher fitness than socially isolated individuals. However, there are many ways to be 'well-connected' and it is unclear which aspects of sociality drive fitness benefits. Being well-connected can be conceptualized in four main ways: individuals can be socially integrated by engaging in a high rate of social behaviour or having many partners; they can have strong and stable connections to favoured partners; they can indirectly connect to the broader group structure; or directly engage in a high rate of beneficial behaviours, such as grooming. In this study, we use survival models and long-term data in adult female rhesus macaques (Macaca mulatta) to compare the fitness outcomes of multiple measures of social connectedness. Females that maintained strong connections to favoured partners had the highest relative survival probability, as did females well-integrated owing to forming many weak connections. We found no survival benefits to being structurally well-connected or engaging in high rates of grooming. Being well-connected to favoured partners could provide fitness benefits by, for example, increasing the efficacy of coordinated or mutualistic behaviours.
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Affiliation(s)
- Samuel Ellis
- Centre for Research in Animal Behaviour, University of Exeter, Exeter, UK
| | | | - Angelina Ruiz-Lambides
- Caribbean Primate Research Center, University of Puerto Rico, San Juan, Puerto Rico, USA
| | - Michael L. Platt
- Department of Neuroscience, University of Philadelphia, Philadelphia, PA, USA
- Department of Psychology, University of Philadelphia, Philadelphia, PA, USA
- Department of Marketing, University of Philadelphia, Philadelphia, PA, USA
| | - Lauren J. N. Brent
- Centre for Research in Animal Behaviour, University of Exeter, Exeter, UK
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33
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Franks VR, McCready M, Savage JL, Thorogood R. Time Spent With Parents Varies With Early-Life Condition, but Does Not Predict Survival or Sociality of Juvenile Hihi. Front Ecol Evol 2019. [DOI: 10.3389/fevo.2019.00322] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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34
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Conditional approach as cooperation in predator inspection: A role for serotonin? Behav Brain Res 2019; 365:164-169. [DOI: 10.1016/j.bbr.2019.03.005] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2018] [Revised: 03/01/2019] [Accepted: 03/01/2019] [Indexed: 11/18/2022]
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35
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36
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Stratford K, Stratford S, Périquet S. Dyadic associations reveal clan size and social network structure in the fission–fusion society of spotted hyaenas. Afr J Ecol 2019. [DOI: 10.1111/aje.12641] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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37
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Brask JB, Croft DP, Edenbrow M, James R, Bleakley BH, Ramnarine IW, Heathcote RJP, Tyler CR, Hamilton PB, Dabelsteen T, Darden SK. Evolution of non-kin cooperation: social assortment by cooperative phenotype in guppies. ROYAL SOCIETY OPEN SCIENCE 2019; 6:181493. [PMID: 30800389 PMCID: PMC6366236 DOI: 10.1098/rsos.181493] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/05/2018] [Accepted: 11/27/2018] [Indexed: 06/09/2023]
Abstract
Cooperation among non-kin constitutes a conundrum for evolutionary biology. Theory suggests that non-kin cooperation can evolve if individuals differ consistently in their cooperative phenotypes and assort socially by these, such that cooperative individuals interact predominantly with one another. However, our knowledge of the role of cooperative phenotypes in the social structuring of real-world animal populations is minimal. In this study, we investigated cooperative phenotypes and their link to social structure in wild Trinidadian guppies (Poecilia reticulata). We first investigated whether wild guppies are repeatable in their individual levels of cooperativeness (i.e. have cooperative phenotypes) and found evidence for this in seven out of eight populations, a result which was mostly driven by females. We then examined the social network structure of one of these populations where the expected fitness impact of cooperative contexts is relatively high, and found assortment by cooperativeness, but not by genetic relatedness. By contrast, and in accordance with our expectations, we did not find assortment by cooperativeness in a population where the expected fitness impact of cooperative contexts is lower. Our results provide empirical support for current theory and suggest that assortment by cooperativeness is important for the evolution and persistence of non-kin cooperation in real-world populations.
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Affiliation(s)
- Josefine Bohr Brask
- Centre for Research in Animal Behaviour, College of Life and Environmental Sciences, University of Exeter, Exeter EX4 4QG, UK
| | - Darren P. Croft
- Centre for Research in Animal Behaviour, College of Life and Environmental Sciences, University of Exeter, Exeter EX4 4QG, UK
| | - Mathew Edenbrow
- Centre for Research in Animal Behaviour, College of Life and Environmental Sciences, University of Exeter, Exeter EX4 4QG, UK
| | - Richard James
- Centre for Networks and Collective Behaviour and Department of Physics, University of Bath, Bath BA2 7AY, UK
| | | | - Indar W. Ramnarine
- Department of Life Sciences, The University of the West Indies, St Augustine, Trinidad and Tobago
| | - Robert J. P. Heathcote
- Centre for Research in Animal Behaviour, College of Life and Environmental Sciences, University of Exeter, Exeter EX4 4QG, UK
| | - Charles R. Tyler
- Department of Biosciences, College of Life and Environmental Sciences, University of Exeter, Exeter EX4 4QD, UK
| | - Patrick B. Hamilton
- Department of Biosciences, College of Life and Environmental Sciences, University of Exeter, Exeter EX4 4QD, UK
| | - Torben Dabelsteen
- Behavioural Ecology Group, Department of Biology, University of Copenhagen, 2100 Copenhagen Ø, Denmark
| | - Safi K. Darden
- Centre for Research in Animal Behaviour, College of Life and Environmental Sciences, University of Exeter, Exeter EX4 4QG, UK
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Testing the Sexual and Social Benefits of Cooperation in Animals. Trends Ecol Evol 2018; 34:112-120. [PMID: 30527795 DOI: 10.1016/j.tree.2018.11.006] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2018] [Revised: 11/13/2018] [Accepted: 11/15/2018] [Indexed: 11/23/2022]
Abstract
Theoretical models show that sexual and social selection can stabilise cooperation. However, field tests of these mechanisms have been difficult to conduct and the results are mixed. We discuss the conceptual and practical difficulties associated with testing the role of social and sexual selection on cooperation and argue that there are alternative ways of examining these hypotheses. Specifically, approaches based on the classic theories of sexual selection and signalling, and recent developments in the field of behavioural syndromes, provide mechanisms to insure the reliability of cooperation. In addition, methodological developments (social networks and microtracking) and long-term datasets, allow measuring partner choice in a cooperation context and the resulting fitness benefits for both the cooperators and the individuals that associate with them.
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Cattelan S, Lucon-Xiccato T, Pilastro A, Griggio M. Familiarity mediates equitable social associations in guppies. Behav Ecol 2018. [DOI: 10.1093/beheco/ary135] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Affiliation(s)
| | - Tyrone Lucon-Xiccato
- Department of Psychology, University of Padova, Padova, Italy
- Department of Life Sciences and Biotechnology, University of Ferrara, Ferrara, Italy
| | | | - Matteo Griggio
- Department of Biology, University of Padova, Padova, Italy
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Sueur C, Romano V, Sosa S, Puga-Gonzalez I. Mechanisms of network evolution: a focus on socioecological factors, intermediary mechanisms, and selection pressures. Primates 2018; 60:167-181. [PMID: 30206778 DOI: 10.1007/s10329-018-0682-7] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2018] [Accepted: 08/19/2018] [Indexed: 01/22/2023]
Affiliation(s)
- Cédric Sueur
- Université de Strasbourg, CNRS, IPHC, UMR 7178, Strasbourg, France.
| | - Valéria Romano
- Kyoto University Primate Research Institute, Inuyama, Japan
| | - Sebastian Sosa
- Primates and Evolution Anthropology Laboratory, Anthropology Department, Sun Yat-sen University, Guangzhou, China
| | - Ivan Puga-Gonzalez
- Institute for Religion, Philosophy and History, University of Agder, Kristiansand, Norway
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41
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Davis GH, Crofoot MC, Farine DR. Estimating the robustness and uncertainty of animal social networks using different observational methods. Anim Behav 2018. [DOI: 10.1016/j.anbehav.2018.04.012] [Citation(s) in RCA: 75] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
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Hasenjager MJ, Dugatkin LA. Fear of predation shapes social network structure and the acquisition of foraging information in guppy shoals. Proc Biol Sci 2018; 284:rspb.2017.2020. [PMID: 29167364 DOI: 10.1098/rspb.2017.2020] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2017] [Accepted: 10/18/2017] [Indexed: 11/12/2022] Open
Abstract
Spatio-temporal variation in predation risk is predicted to select for plastic anti-predator responses, which may in turn impact the fine-scale social structure of prey groups and processes mediated by that structure. To test these predictions, we manipulated the ambient predation risk experienced by Trinidadian guppy (Poecilia reticulata) groups before quantifying their social networks and recording individual latencies to approach and solve a novel foraging task. High-risk conditions drove the formation of social networks that were more strongly assorted by body size than those exposed to low ambient risk and promoted longer durations of contact between preferred partners. Additionally, high background predation risk reduced the probability individuals would approach and solve a novel foraging task. Network-based diffusion analysis revealed that while social transmission of the task solution from knowledgeable to naive individuals occurred at a higher rate within low-risk groups, individuals in high-risk groups were particularly likely to investigate the task while shoaling with preferred social partners. Taken together, our results suggest that the structure and functional importance of prey social networks may partly depend on local predation pressure. Furthermore, by influencing individuals' access to information, fear of predation may impact decision-making in a potentially wide array of behavioural contexts.
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Affiliation(s)
- Matthew J Hasenjager
- Department of Biology, University of Louisville, Louisville, KY, USA .,School of Biological Sciences, Royal Holloway, University of London, Egham, UK
| | - Lee A Dugatkin
- Department of Biology, University of Louisville, Louisville, KY, USA
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Gaffney KA, Webster MM. Consistency of fish-shoal social network structure under laboratory conditions. JOURNAL OF FISH BIOLOGY 2018; 92:1574-1589. [PMID: 29624696 DOI: 10.1111/jfb.13613] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/05/2018] [Accepted: 03/01/2018] [Indexed: 06/08/2023]
Abstract
We investigated the consistency of association network structure for groups of sticklebacks Gasterosteus aculeatus. Each group was observed twice and we varied the duration between observations and the size of the experimental arena that they were observed in. At the dyad level, we found positive correlations between dyad interaction frequencies across observations. At the group level we found variation in four network metrics between observations, but only in treatments where the duration between observations was short. Specifically, fish formed more and smaller groups in the second observation in this treatment. Fish were also organized into more subunits in the larger arenas. Finally, we saw positive correlations between some group network metrics across observations suggesting relative consistency at the group level. There are several processes that might drive these interaction patterns. Our findings have implications for experimental design and the comparison and integration of findings of experiments from different studies carried out under different conditions.
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Affiliation(s)
- K A Gaffney
- School of Biology, Harold Mitchell Building, University of St Andrews, St Andrews, Fife, KY16 9TF, U.K
| | - M M Webster
- School of Biology, Harold Mitchell Building, University of St Andrews, St Andrews, Fife, KY16 9TF, U.K
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Soares MC, Cardoso SC, Carvalho TDS, Maximino C. Using model fish to study the biological mechanisms of cooperative behaviour: A future for translational research concerning social anxiety disorders? Prog Neuropsychopharmacol Biol Psychiatry 2018; 82:205-215. [PMID: 29154800 DOI: 10.1016/j.pnpbp.2017.11.014] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2017] [Revised: 11/03/2017] [Accepted: 11/10/2017] [Indexed: 01/05/2023]
Abstract
Human societies demand of its composing members the development of a wide array of social tools and strategies. A notable example is human outstanding ability to cooperate with others, in all its complex forms, depicting the reality of a highly demanding social framework in which humans need to be integrated as to attain physical and mental benefits. Considering the importance of social engagement, it's not entirely unexpected that most psychiatric disorders involve some disruption of normal social behaviour, ranging from an abnormal absence to a significant increase of social functioning. It is however surprising that knowledge on these social anxiety disorders still remains so limited. Here we review the literature focusing on the social and cooperative toolbox of 3 fish model species (cleaner fishes, guppies and zebrafish) which are amenable systems to test for social disorders. We build on current knowledge based on ethological information, arising from studies on cooperative behaviour in cleanerfishes and guppies, while profiting from the advantages of the intense use of zebrafish, to create novel paradigms aiming at the major socio-cognitive modules/dimensions in fish species. This focus may enable the discovery of putative conserved endpoints which are relevant for research into social disorders. We suggest that cross-species, cross-domain, functional and genetic approaches could provide a wider array of information on the neurobiological bases of social and cooperative behaviour, crucial to understanding the neural bases of social disorders and key to finding novel avenues towards treatment.
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Affiliation(s)
- Marta C Soares
- CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, Universidade do Porto, Campus Agrário de Vairão, 4485-661 Vairão, Portugal.
| | - Sónia C Cardoso
- CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, Universidade do Porto, Campus Agrário de Vairão, 4485-661 Vairão, Portugal
| | - Tamires Dos Santos Carvalho
- IESB, Instituto de Estudos em Saúde e Biológicas, Universidade Federal do Sul e Sudeste do Pará, Unidade III, Marabá, Brazil
| | - Caio Maximino
- IESB, Instituto de Estudos em Saúde e Biológicas, Universidade Federal do Sul e Sudeste do Pará, Unidade III, Marabá, Brazil
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46
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Weidt A, Gygax L, Palme R, Touma C, König B. Impact of male presence on female sociality and stress endocrinology in wild house mice (Mus musculus domesticus). Physiol Behav 2018; 189:1-9. [PMID: 29474839 DOI: 10.1016/j.physbeh.2018.02.039] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2017] [Revised: 02/19/2018] [Accepted: 02/19/2018] [Indexed: 10/18/2022]
Abstract
In group living animals, reproductive competition plays an important role in shaping social relationships and associations among female group members. In this study, we investigated the impact of male presence on the development of female-female competition and female sociality in groups of female wild house mice, using physiological and behavioral parameters. We predicted that, by eliciting intra-sexual competition, males influence social relationships among female group members and thus affect female associations to potential cooperation partners. To test this hypothesis we compared stress hormone production, the frequency of agonistic interactions, social hierarchies and social partner preferences in groups of unrelated, unfamiliar females in the absence and presence of males. Our results revealed no indication that the introduction of males into all-female groups of wild house mice elicited increased competition among female group members, neither on the physiological nor on the behavioral level. We found no effect of male presence on female glucocorticoid secretion, aggression, dominance hierarchies or on the females' sociability. Females thus seem not to intensely compete over access to males. This female ability to behaviorally and physiologically deal with even previously unfamiliar same-sex group members may be an important feature of female house mouse societies. In fact, it could be a necessary prerequisite to establish cooperative relationships between females in the context of reproduction, such as communal nursing of young.
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Affiliation(s)
- Andrea Weidt
- Institute of Zoology, University of Zurich, Winterthurerstrasse 190, 8057 Zurich, Switzerland
| | - Lorenz Gygax
- Department of Crop and Animal Sciences, Humboldt University, Unter den Linden 6, 10099 Berlin, Germany
| | - Rupert Palme
- Institute of Biochemistry, University of Veterinary Medicine Vienna, Veterinärplatz 1, 1210 Vienna, Austria
| | - Chadi Touma
- Department of Behavioural Biology, University of Osnabrück, Barbarastrasse 11, 49076 Osnabrück, Germany
| | - Barbara König
- Department of Evolutionary Biology and Environmental Studies, University of Zurich, Winterthurerstrasse 190, CH-8057 Zurich, Switzerland.
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47
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Scarponi V, Godin JGJ. Female assessment of male functional fertility during mate choice in a promiscuous fish. Ethology 2018. [DOI: 10.1111/eth.12723] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Valentina Scarponi
- Department of Biology; Carleton University; Ottawa ON Canada
- Department of Life Sciences; University of Sussex; Brighton UK
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48
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Órfão I, Ojanguren AF, Barbosa M, Vicente L, Varela SA, Magurran AE. How pre- and postcopulatory sexual selection influence male mating decisions in a promiscuous species. Anim Behav 2018. [DOI: 10.1016/j.anbehav.2017.12.013] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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49
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Lovén Wallerius M, Näslund J, Koeck B, Johnsson JI. Interspecific association of brown trout (Salmo trutta
) with non-native brook trout (Salvelinus fontinalis
) at the fry stage. Ethology 2017. [DOI: 10.1111/eth.12692] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Magnus Lovén Wallerius
- Department of Biological and Environmental Sciences; University of Gothenburg; Gothenburg Sweden
| | - Joacim Näslund
- Department of Ecosystem Biology; University of Southern Bohemia in České Budějovice; České Budějovice Czech Republic
| | - Barbara Koeck
- Institute of Biodiversity, Animal Health, and Comparative Medicine; University of Glasgow; Glasgow UK
| | - Jörgen I. Johnsson
- Department of Biological and Environmental Sciences; University of Gothenburg; Gothenburg Sweden
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50
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Rose PE, Nash SM, Riley LM. To pace or not to pace? A review of what abnormal repetitive behavior tells us about zoo animal management. J Vet Behav 2017. [DOI: 10.1016/j.jveb.2017.02.007] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
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