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Author Heitor, F.; Vicente, L.
Title Dominance relationships and patterns of aggression in a bachelor group of Sorraia horses (Equus caballus) Type Journal Article
Year 2010 Publication Journal of Ethology Abbreviated Journal J. Ethol.
Volume 28 Issue 1 Pages 35-44
Keywords Horse – Equus – Dominance relationship – Rank – Agonistic interaction
Abstract Abstract  The influence of individual factors on dominance rank and the relationship between rank distance and patterns of aggression predicted by models of evolutionarily stable strategies (ESS) of animal conflict were investigated in a managed bachelor group of Sorraia horses, Equus caballus. The group was composed of four to six stallions 3- to 12-years-old during the study period. The dominance hierarchy was significantly linear and rank was not related to age, weight, height or aggressiveness. Frequency and intensity of agonistic interactions were low, but higher-ranking stallions did not receive lower aggressiveness than lower-ranking stallions. There was some evidence that dominance relationships were more contested among close-ranking stallions, as predicted. Agonistic-related interactions among close-ranking stallions served similar functions to those among distant-ranking stallions, but the latter interacted more frequently than expected for access to resting sites and/or resting partners. Therefore, we found some evidence that agonistic-related interactions among distant-ranking stallions play a larger role in providing access to valuable and defendable resources than those among close-ranking stallions. Nevertheless, the fact that space to escape from aggression was limited and breeding access was independent from dominance rank may have reduced the benefits relative to costs of aggression and therefore limited the occurrence of contests over dominance and resources.
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Call Number Equine Behaviour @ team @ Serial 5099
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Author Keil, N.M., Sambraus, H.H.
Title “Intervenors” in agonistic interactions amongst domesticated goats Type Journal Article
Year 1998 Publication Zeitschrift fur Säugetierkunde Abbreviated Journal Z. Säugetierk.
Volume 63 Issue 5 Pages 266-272
Keywords Behaviour; Domestication; Goat; Intervention; Rank order
Abstract Social behaviour was observed in individually marked goats in two herds. The goats from one herd (n = 98) were horned, those of the other herd (n = 83) were polled. By recording agonistic interactions within the herds, a dominance index was determined for each animal. In both herds, intervention took place. Intervention is defined as one animal pushing in between two fighters, and thus ending the fight. More cases of intervention took place per individual animal amongst the horned goats than amongst the polled ones. Goats which intervened in fights on several occasions usually had a high dominance index. Members of the herd which were observed intervening only once had an average dominance index in both herds of almost 0.5. In some cases, goats very low in the rank order intervened a fight. Only rarely did the intervenors have a lower dominance index than the two fighters. In 103 cases, the direct dominance relationship between a fighting animal and the intervenor was known. In 95 cases (92.2%), the intervenor was dominant to the herd member in this fight and in just eight cases (7.8%), it was subordinate. It could not be determined what advantage the intervenor gained from its activity. It is possible that, at least in certain cases, a particularly relationship existed between the intervenor and one of the fighters.
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Notes Approved no
Call Number Equine Behaviour @ team @ Serial 5236
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Author Obergfell, J.
Title Einf lus s v on St ruktur e l ement en auf da s Li eg ev e rha l t en v on Pf e rden in Gruppenha l tung unt e r Be rücks i cht igung de s Ag g r e s s i ons v e rha l t ens Type Manuscript
Year 2012 Publication Abbreviated Journal
Volume Issue Pages
Keywords Pferde, Ruheverhalten, Liegeverhalten, Aggressionsverhalten, Strukturelemente, Rangordnung [horses, rest behavior, lying behavior, aggression behavior, structural elements, rank order]
Abstract Durch die vorliegende Studie wurde der Einfluss von Strukturelementen auf das Liege- und Aggressionsverhalten von Pferden in Gruppenhaltung untersucht. Die Strukturelemente sollten Rückzugsmöglichkeiten bieten, sowie in ihrem Bereich zur Aufhebung der Individualdistanz führen und dadurch die Fläche relativ vergrößern. Für die Versuche stellte das Haupt- und Landesgestüt Marbach drei unabhängige Pferdegruppen mit verschiedener Herdengröße zur Verfügung, die jeweils in Einraum- Innenlaufställen gehalten wurden. Die Datenerfassung fand zwischen 23 und sieben Uhr statt. Insgesamt wurden 366 Stunden Videomaterial ausgewertet. Beim Ruheverhalten wurden mit Hilfe des event-sampling- Verfahrens die Parameter Gesamtliegedauer, Dauer in Seitenlage, Dauer der Einzelphasen in

Seitenlage und Abliegehäufigkeit pro Nacht erfasst. Es wurden Versuchsphasen ohne

Strukturelemente und mit hängenden Planen als Strukturierung durchgeführt. Im ersten Stall

kamen außerdem über einander gestapelte Strohballen zum Einsatz. Diese Art der

Strukturierung stellte sich jedoch als nicht praktikabel heraus und führte im Vergleich zu den Planen zu einer signifikanten Verschlechterung der Gesamtliegedauer. In Stall 1 konnte man eine tendenzielle Verbesserung der Parameter Gesamtliegedauer und Gesamtdauer in Seitenlage durch das Anbringen von Planen sehen. In Stall 3 dagegen verschlechterte sich das Ruheverhalten in den Versuchsphasen mit Planen gegenüber den Versuchsphasen ohne Struktur. Die Werte der Gesamtdauer in Seitenlage nahmen signifikant ab. In Stall 2 zeigten sich keine Unterschiede in den verschiedenen Versuchsphasen. Möglicherweise ist die Wirkung der Strukturelemente auf das Liegeverhalten abhängig von der Flächengröße. Stall 1 hatte bezogen auf die Leitlinien des BMELV die größte und Stall 3 die kleinste Fläche. Bei den anderen Parametern des Liegeverhaltens gab es keine signifikanten Unterschiede in den verschiedenen Versuchsphasen. Mit Hilfe des time-sampling-Verfahrens wurde die Anzahl gleichzeitig liegender Pferde und gleichzeitig liegender Pferde in Seitenlage bestimmt. Auch hier zeigten sich keine Unterschiede in den verschiedenen Versuchsphasen. Bei der Gegenüberstellung der Werte der Gesamtliegedauer und der Gesamtdauer in Seitenlage mit dem Alter der Pferde (Stall 1 und Stall 3) und mit dem Integrationszeitpunkt (Stall 1) konnte kein Zusammenhang festgestellt werden. Beim Aggressionsverhalten wurden mit Hilfe des

event-sampling-Verfahrens in den Ställen 2 und 3 verschiedene Arten von Aggressionen

erfasst, die dann in die drei Intensitätsgrade Low-Level-, Mid-Level- und High-Level-

Aggressionen unterteilt wurden. Neben der Anzahl wurde die Dauer der verschiedenen

Aggressionen bewertet. Insgesamt konnte eine positive Wirkung der Planen auf das

Aggressionsverhalten beobachtet werden. Die Gesamtanzahl an Aggressionen nahm in beiden

Ställen tendenziell in den Versuchsphasen mit Planen ab. In Stall 3 konnte, wenn man die

Aggressionen stundenweise betrachtet, ein signifikanter Unterschied festgestellt werden.

Auch der Hinterhandschlag und die Aggressionen, welche das Ruheverhalten stören,

verringerten sich tendenziell nach dem Anbringen von Strukturelementen. In beiden Ställen

nahm die relative Häufigkeit von Mid-Level-Aggressionen nach dem Anbringen von Planen

zu. Dagegen konnte bei den High-Level-Aggressionen und in Stall 3 bei den Low-Level-

Aggressionen eine relative Abnahme beobachtet werden. Sowohl die Anzahl als auch die

Dauer der Mid-Level-Aggressionen verringerten sich in Stall 3 stundenweise betrachtet

signifikant in den Versuchsphasen mit Planen. In Stall 2 war bei den High-Level-

Aggressionen sowohl bei der Dauer als auch bei der Anzahl eine signifikante Abnahme zu

sehen. Wenn man das Aggressionsverhalten in Bezug zu der Fläche in den zwei Ställen

betrachtet, schien diese vor allem einen Einfluss auf die High-Level-Aggressionen zu

nehmen. Mit Hilfe des Rangindex der Pferde im Stall 3 wurde eine Rangordnung aufgestellt.

Zwischen dem Platz der Pferde in der Rangordnung und den Parametern des Ruheverhaltens

(Gesamtliegedauer, Gesamtdauer in Seitenlage) sowie dem Alter der Pferde konnte kein

Zusammenhang festgestellt werden. Zwischen dem Rangindex und der Gesamtanzahl an

Aggressionen bestand dagegen ein hoch signifikanter Zusammenhang. Im Rahmen dieser

Studie ist das Anbringen von Strukturelementen in Bezug auf das Aggressionsverhalten in

Einraum-Innenlaufställen von Pferden zu empfehlen. Die Wirkung auf das Liegeverhalten der

Pferde sollte in weiteren Studien untersucht werden.

[In this study the influence of structural elements on lying and aggression behavior in horses

kept in groups was exanimated. Structural elements should offer the possibility of retreat.

Furthermore, within the respective area, the individual distance should be limited, thus

increasing the overall space relatively. For the studies the “Haupt- und Landesgestüt

Marbach” provided three non-related groups of different sized horses, each kept in separate

“Einraum-Innenlaufställen”. Data collection took place between 11 pm and 7 am. Altogether,

366 hours of video material were analyzed. Using the event-sampling-method, the following

parameters within the horses´ resting behavior were determined: The total lying period, the

total lying period in lateral position, the periods of the single lying in lateral position and the

frequency of lying down. Test phases were carried out without structural elements and with

hanging canvases as structural elements. In the first stable there were also three bales of straw

piled up on top of each other. This kind of structuring emerged as impractical and in

comparison to the canvas, led to a significant deterioration to the total period of lying. After

the canvases were fixed in the first stable, a slight improvement with the parameters of total

lying period and total lying period in the lateral position could be seen. In contrast, the resting

behavior in stable 3 worsened in the test phases with the canvases in comparison to the test phases without structural elements. The values for the total lying period in the lateral position

decreased significantly. In stable 2, there were no differences in the different test phases.

Possibly the effect of the structural elements is dependent of the space. Stable 1 had the

largest space and stable 3 the least space referred to the guideline of the BMELV. The other

parameters of the lying behavior showed no significant differences in the different test phases.

The number of horses lying at the same time, and the number of horses lying at the same time

in the lateral position were detected with the aid of the time-sampling-method. There were

also no differences between the different test phases. If the values of the total lying period and

the total lying period in lateral position were compared to the age of the horses (stable 1 and

stable 3) and to the point of integration (stable 1), there was no correlation.

Different kinds of aggression were detected by the means of the event-sampling-method in

stable 2 and 3 and were subdivided into the three levels of intensity: Low-level-, mid-level

and high-level-aggressions. Both the number and the duration of the different aggressions

were evaluated. All in all a positive influence of the canvas on the aggression behavior could

be observed. In both stables, the total number of aggressions decreased in the test phases with

canvases. In stable 3 a significant difference could be detected, if the aggressions were

observed per hour. Also hind limb kicks and aggressions disturbing the resting behavior,

decreased by trend, after fixing the canvases in the stable. In both stables the relative

frequency of mid-level-aggressions increased after the canvases were mounted. In contrast

there was a relative decrease at the high-level-aggressions and in stable 3 at the low-levelaggressions.

The number and the duration of the mid-level-aggressions in stable 3 decreased,

when considered by the hour in the test phases with canvases. In stable 2 a significant

decrease in duration and number of high-level-aggressions was observed. When examining

aggression behavior in reference to space in the two stables, high-level-aggressions seemed to

be mostly influenced. In stable 3 a rank order was established with the aid of the rank index of

the horses. There was no correlation between the horses´ rank and the parameters of the

resting behavior (the total lying period, the total lying period in lateral position) and between

horses´ rank and age. In contrast, there was a high significant correlation between the rank

index and the total number of aggressions. In context to this study, structural elements in

“Einraum-Innenlaufställen” (BMELV 2009) seem to have a positive influence on the

aggression behavior and thus seem to be recommendable. The influence on the lying behavior

should be investigated in further studies.]
Address
Corporate Author Thesis Ph.D. thesis
Publisher Place of Publication Karlsruhe Editor
Language Summary Language Original Title
Series Editor Series Title Abbreviated Series Title
Series Volume Series Issue Edition
ISSN (up) ISBN Medium
Area Expedition Conference
Notes Approved no
Call Number Equine Behaviour @ team @ Serial 5772
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Author Wolter, R.; Krueger, K.
Title The analysis of social bonds in feral horses Type Conference Article
Year 2015 Publication Proceedings of the 3. International Equine Science Meeting Abbreviated Journal Proc. 3. Int. Equine. Sci. Mtg
Volume Issue Pages
Keywords social bonds, grooming, nearest neighborhood, rank
Abstract In many social mammals, individuals preferentially affiliate with a small subset of available partners instead of distributing their social behaviors equally among all group members. The resulting social bonds have been investigated in several mammalian taxa, especially in primate societies, but also in other taxa such as birds, dolphins, rodents and ungulates. In feral horses, a great number of studies on social bonds can be found, but with a huge variety between methods for the analysis. There seems to be a lack of a clear and common definition of social bonds in horses and of comparable analyses. For example, there are irregularities between the studies regarding the research designs, the selection of recording methods and the interpretation of the measurements. Mutual grooming is used most often for the analysis of social relationships in many species. As mutual grooming is rare in horses, especially measurements of spatial proximity are commonly used for the analysis of social bonds in addition to other behavioral patterns. However, the combination of mutual grooming and nearest neighborhood analyses for the analysis of social bond is debatable, as in contrast to mutual grooming, which must occur deliberately by both grooming partners, the spatial distribution can be influenced by one partner alone, which may even force the other horse to keep a certain distance or to stay in close proximity.

In this study, we investigated the comparability of mutual grooming and nearest neighborhood data for social bond analyses in feral horses. Therefore, we observed five groups of semi-wild living Przewalski’s horses and six groups of feral horses.

We analysed the horses’ social ranks by applying an Average Dominance Index, we recorded the distances between the animals and observed the number of mutual grooming events as well as friendly approaches.

Our results show that there was only a weak correlation between the frequency of staying in nearest neighborhood and mutual grooming in all observed horse groups. In contrast to this, the correlation between the number of friendly approaches and mutual grooming events was higher in most groups.

Hierarchies did not affect social bonds, as mutual grooming was similarly induced by higher and lower ranking animals and the social rank did not affect the choice of the grooming partner. Similarly, likelihoods of staying in the neighborhood of particular animals were not affected by the animals’ social rank.

The grooming frequencies differed between the different horse groups and between the individual horses living in the particular groups. They seem to be effected by individual predisposition.

Altogether we suggest that the ratio of mutual grooming seems to be a better indicator for social bonds in feral horses than the frequency of staying in the nearest neighborhood. Mutual grooming occurs deliberately and is bidirectional, whereas nearest neighborhoods could be enforced and unidirectional. For the calculation of social bonds in horses, we consider it to be more reliable to combine the frequency of mutual grooming with the frequency of friendly approaches.
Address
Corporate Author Wolter, R. Thesis
Publisher Place of Publication Editor
Language Summary Language Original Title
Series Editor Series Title Abbreviated Series Title
Series Volume Series Issue Edition
ISSN (up) ISBN 978-3-95625-000-2 Medium
Area Expedition Conference
Notes Approved no
Call Number Equine Behaviour @ team @ Serial 5882
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Author Hewitt, S.E.; Macdonald, D.W.; Dugdale, H.L.
Title Context-dependent linear dominance hierarchies in social groups of European badgers, Meles meles Type Journal Article
Year 2009 Publication Animal Behaviour. Abbreviated Journal Anim. Behav.
Volume 77 Issue 1 Pages 161-169
Keywords David's score; directed aggression; dominance rank; European badger; grooming behaviour; linear dominance hierarchy; Meles meles; reproductive success; relatedness; social status
Abstract A social hierarchy is generally assumed to exist in those mammalian societies in which the costs and benefits of group living are distributed unevenly among group members. We analysed infrared closed-circuit television footage, collected over 3 years in Wytham Woods, Oxfordshire, to test whether social groups of European badgers have dominance hierarchies. Analysis of directed aggression between dyads revealed linear dominance hierarchies in three social-group-years, but patterns within social groups were not consistent across years. Dominance hierarchies were significantly steeper than random in five out of six social-group-years. In those social-group-years where a linear hierarchy was determined, there was an effect of sex on dominance rank, with females gaining significantly higher rank than males in two social-group-years. Overall, rank was not related to age, nor did it appear to affect the likelihood of an individual being wounded, or an individual's breeding status. The latter resulted from nonorthogonality between sex and breeding status, as there were only two breeding males. Overall, hierarchies were primarily dominated by breeding females, and may occur when breeding competition arises. Relatedness, unreciprocated allogrooming and sequential allomarking were not consistently related to levels of directed aggression across social-group-years. We suggest that dominance structures within European badger groups may be context dependent, with future study required to complete our understanding of where, and when, they arise.
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Corporate Author Thesis
Publisher Place of Publication Editor
Language Summary Language Original Title
Series Editor Series Title Abbreviated Series Title
Series Volume Series Issue Edition
ISSN (up) 0003-3472 ISBN Medium
Area Expedition Conference
Notes Approved no
Call Number Equine Behaviour @ team @ Serial 4695
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Author Schneider, G.; Krueger, K.
Title Third-party interventions keep social partners from exchanging affiliative interactions with others Type Journal Article
Year 2012 Publication Animal Behaviour Abbreviated Journal Anim. Behav.
Volume 83 Issue 2 Pages 377-387
Keywords Equus caballus; horse; rank; social bond; social network; third-party intervention
Abstract Third-party interventions are defined as the interruption of dyadic interactions by third animals through direct physical contact, interposing or threats. Previous studies focused on the analysis of interventions against agonistic encounters. However, there have been no evaluations of interventions against affiliative behaviours, particularly in relation to the intervening animal�s social relationships and its social and spatial position. Horses, Equus caballus, are an interesting model species, as interventions against affiliative interactions occur more frequently than against agonistic interactions. In this study, 64 feral horses displayed 67 interventions in affiliative interactions and eight interventions in agonistic interactions within the observation period. We analysed the interventions in affiliative encounters, and found that it was mainly higher-ranking females that intervened in the affiliative interactions of group mates in the stable horse harems. The intervening animals took an active part in affiliative and agonistic encounters within the group, but did not occupy particular social roles or spatial positions. They intervened in affiliative interactions in which group mates with which they had social bonds interacted with other members of the group. They targeted the nonbonded animal and approached the one with which they were socially bonded. We suggest some species use third-party interventions in affiliative interactions to prevent competition for preferred social interaction partners from escalating into more costly agonistic encounters.
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Corporate Author Thesis
Publisher Place of Publication Editor
Language Summary Language Original Title
Series Editor Series Title Abbreviated Series Title
Series Volume Series Issue Edition
ISSN (up) 0003-3472 ISBN Medium
Area Expedition Conference
Notes Approved no
Call Number Equine Behaviour @ team @ Serial 5492
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Author Neumann, C.; Duboscq, J.; Dubuc, C.; Ginting, A.; Irwan, A.M.; Agil, M.; Widdig, A.; Engelhardt, A.
Title Assessing dominance hierarchies: validation and advantages of progressive evaluation with Elo-rating Type Journal Article
Year 2011 Publication Animal Behaviour Abbreviated Journal
Volume 82 Issue 4 Pages 911-921
Keywords David’s score; dominance hierarchy; dominance rank; Elo-rating; hierarchy stability; I&Si; Macaca mulatta; Macaca nigra; methodology
Abstract
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Series Editor Series Title Abbreviated Series Title
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ISSN (up) 0003-3472 ISBN Medium
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Notes Approved no
Call Number Equine Behaviour @ team @ Serial 5677
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Author Bang, A.; Deshpande, S.; Sumana, A.; Gadagkar, R.
Title Choosing an appropriate index to construct dominance hierarchies in animal societies: a comparison of three indices Type Journal Article
Year 2010 Publication Animal Behaviour Abbreviated Journal
Volume 79 Issue 3 Pages 631-636
Keywords dominance behaviour; dominance hierarchy; dominance index; dominance rank; Ropalidia cyathiformis; Ropalidia marginata; social wasp
Abstract A plethora of indices have been proposed and used to construct dominance hierarchies in a variety of vertebrate and invertebrate societies, although the rationale for choosing a particular index for a particular species is seldom explained. In this study, we analysed and compared three such indices, viz Clutton-Brock et al.'s index (CBI), originally developed for red deer, Cervus elaphus, David's score (DS) originally proposed by the statistician H. A. David and the frequency-based index of dominance (FDI) developed and routinely used by our group for the primitively eusocial wasps Ropalidia marginata and Ropalidia cyathiformis. Dominance ranks attributed by all three indices were strongly and positively correlated for both natural data sets from the wasp colonies and for artificial data sets generated for the purpose. However, the indices differed in their ability to yield unique (untied) ranks in the natural data sets. This appears to be caused by the presence of noninteracting individuals and reversals in the direction of dominance in some of the pairs in the natural data sets. This was confirmed by creating additional artificial data sets with noninteracting individuals and with reversals. Based on the criterion of yielding the largest proportion of unique ranks, we found that FDI is best suited for societies such as the wasps belonging to Ropalidia, DS is best suited for societies with reversals and CBI remains a suitable index for societies such as red deer in which multiple interactions are uncommon.
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Corporate Author Thesis
Publisher Place of Publication Editor
Language Summary Language Original Title
Series Editor Series Title Abbreviated Series Title
Series Volume Series Issue Edition
ISSN (up) 0003-3472 ISBN Medium
Area Expedition Conference
Notes Approved no
Call Number Equine Behaviour @ team @ Serial 5837
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Author Amici, F.; Widdig, A.; Lehmann, J.; Majolo, B.
Title A meta-analysis of interindividual differences in innovation Type Journal Article
Year 2019 Publication Animal Behaviour Abbreviated Journal Anim. Behav.
Volume 155 Issue Pages 257-268
Keywords age; bad competitor hypothesis; excess of energy hypothesis; innovation; interindividual differences; intraspecific variation; personality; rank; sex
Abstract The ability to innovate and the social transmission of innovations have played a central role in human evolution. However, innovation is also crucial for other animals, by allowing them to cope with novel socioecological challenges. Although innovation plays such a central role in animals' lives, we still do not know the conditions required for innovative behaviour to emerge. Here, we focused on interindividual differences in innovation by (1) extensively reviewing existing literature on innovative behaviour in animals and (2) quantitatively testing the different evolutionary hypotheses that have been proposed to explain interindividual variation in innovation propensity during foraging tasks. We ran a series of phylogenetically controlled mixed-effects meta-regression models to determine which hypotheses (if any) are supported by currently available empirical studies. Our analyses show that innovation is more common in individuals that are older and belong to the larger sex, but also in more neophilic and/or explorative individuals. Moreover, these effects change depending on the study setting (i.e. wild versus captive). Our results provide no clear support to the excess of energy or the bad competitor hypotheses and suggest that study setting and interindividual differences in traits related to personality are also important predictors of innovation.
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Series Editor Series Title Abbreviated Series Title
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ISSN (up) 0003-3472 ISBN Medium
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Notes Approved no
Call Number Equine Behaviour @ team @ Serial 6589
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Author Heitor, F.; Vicente, L.
Title Maternal care and foal social relationships in a herd of Sorraia horses: Influence of maternal rank and experience Type Journal Article
Year 2008 Publication Applied Animal Behaviour Science Abbreviated Journal Appl. Anim. Behav. Sci.
Volume 113 Issue 1-3 Pages 189-205
Keywords Horse; Rank; Experience; Maternal care; Social relationships
Abstract The influence of maternal rank and experience on patterns of maternal care and social relationships of foals were investigated in a managed herd of Sorraia horses, Equus caballus. Social interactions and spatial relationships of 13 foals (seven females and six males) born to seven mares were examined from birth to 10 months of life, within the three major periods of foal development. Conflict over suckling between dam and foal was not generally affected by rank and experience, but higher-ranking mothers allowed more suckling during late lactation than lower-ranking mothers. Foals of higher-ranking mares spent more time in proximity to the mother during socialization. Maternal rank and experience did not significantly affect maternal protectiveness, foal independence from the mother or the development of affiliative relationships between foals and group members. Foals of higher-ranking mares received lower frequencies of aggression from other horses only in the first month of life. Dominance relationships among foals depended mainly on aggressiveness and were not associated with maternal rank. The large variability in maternal behaviour, the absence of a significant association between maternal rank and body condition at parturition and the stable social environment within this herd may partly account for the reported results.
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Corporate Author Thesis
Publisher Place of Publication Editor
Language Summary Language Original Title
Series Editor Series Title Abbreviated Series Title
Series Volume Series Issue Edition
ISSN (up) 0168-1591 ISBN Medium
Area Expedition Conference
Notes Approved no
Call Number Equine Behaviour @ team @ Serial 4778
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