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Topic:Kinematics

Kinematics in horses refers to the study of motion without considering the forces that cause it. This field involves analyzing the movement patterns of horses, including gait, stride length, joint angles, and limb trajectories. Kinematic analysis is performed using technologies such as high-speed cameras and motion capture systems to collect data on equine locomotion. This information is valuable for understanding normal and abnormal movement, assessing performance, and identifying potential lameness or injury. The study of kinematics provides insights into the biomechanics of horse movement and contributes to advancements in training, rehabilitation, and veterinary care. This page compiles peer-reviewed research studies and scholarly articles that explore the methodologies, findings, and applications of kinematic analysis in equine science.
Equine water treadmill.
Journal of the American Veterinary Medical Association    January 23, 2026   1 doi: 10.2460/javma.25.11.0777
Vargas J.To describe the application of water treadmill exercise for equine fitness and/or rehabilitation in a scientific and clinically reasonable manner. Unassigned: Horses owned by Spy Coast Farm were used for video content. Unassigned: A literature review was performed and compiled in this brief video to provide veterinarians with a comprehensive, evidence-based guide for implementing water treadmill exercise within fitness and rehabilitation programs. Unassigned: Equine water treadmill exercise is an aerobic modality that increases distal limb flexion and range of motion, with no reported adverse ...
Validation of a handheld smartphone markerless gait-analysis tool using an estimated groundline in horses.
Equine veterinary journal    January 16, 2026   doi: 10.1002/evj.70149
Key K, Kirkegaard J, Berg K, Andresen KR, Skov Hansen S.A handheld smartphone-based computer vision algorithm (RealHorse® [RH]) offers accessible alternatives for equine gait analysis but requires validation against a gold-standard three-dimensional multicamera optical motion capture system (Qualisys® [QS]). Objective: To evaluate the accuracy and precision of RH in measuring vertical displacement signals (VDS) at the eye, withers, back and croup in horses trotting on a straight line and on a circle. Methods: Cross-sectional comparative validation study of a markerless computer vision algorithm. Methods: Fifty-nine horses were recorded while trot...
Variation in Four Horse Gait Categories Illustrated by Quantitative Analysis With ANALOC-E.
Veterinary medicine international    August 6, 2025   Volume 2025 4906015 doi: 10.1155/vmi/4906015
Staiger EA, Pereira de Toledo A, Rizzato Paschoal V, Patterson Rosa L.Horse gaits are a trait highly selected and prized in diverse breeds. Meanwhile, gait classification relies mostly on subjective visual observations by evaluators. Noninvasive equipment able to track locomotion in horses and output quantitative gait parameters is not only helpful in evaluating locomotion but also in designating gait types and its variations. Equine locomotion pattern designation based solely on observer evaluation can be subjective; therefore, utilizing tools that provide quantitative results and track individual limb movements, especially during intermediate-speed gaits, can ...
A Markerless Approach for Full-Body Biomechanics of Horses.
Animals : an open access journal from MDPI    August 5, 2025   Volume 15, Issue 15 2281 doi: 10.3390/ani15152281
Shaffer SK, Medjaouri O, Swenson B, Eliason T, Nicolella DP.The ability to quantify equine kinematics is essential for clinical evaluation, research, and performance feedback. However, current methods are challenging to implement. This study presents a motion capture methodology for horses, where three-dimensional, full-body kinematics are calculated without instrumentation on the animal, offering a more scalable and labor-efficient approach when compared with traditional techniques. Kinematic trajectories are calculated from multi-camera video data. First, a neural network identifies skeletal landmarks (markers) in each camera view and the 3D location...
Motion Coupling at the Cervical Vertebral Joints in the Horse-An Ex Vivo Study Using Bone-Anchored Markers.
Animals : an open access journal from MDPI    August 1, 2025   Volume 15, Issue 15 2259 doi: 10.3390/ani15152259
Bosch K, Zsoldos RR, Hartig A, Licka T.The influence of soft tissue structures, including ligaments spanning one or more intervertebral junctions and the nuchal ligament, on motion of the equine cervical joints remains unclear. The present study addressed this using four post-mortem horse specimens extending from head to withers with all ligaments intact. Three-dimensional kinematics was obtained from markers on the head and bone-anchored markers on each cervical and the first thoracic vertebra during rotation, lateral bending, flexion and extension of the whole head, and neck segment. Yaw, pitch, and roll angles in 8 cervical join...
Tight nosebands apply high pressures on the horses’ face and alter stride kinematics.
Journal of equine veterinary science    July 19, 2025   Volume 152 105654 doi: 10.1016/j.jevs.2025.105654
Hopkins E, Whitrod S, Marlin D, Blake R.Noseband tightness has received increasing attention within equitation science, however, there is little research into how this effects equine behaviour or performance. Objective: 1) determine the peak pressures under noseband in vivo at three different tightness; 2) assess limb and back kinematics at different noseband tightness. Methods: Noseband tightness (n = 8 horses) was set using an International Society for Equine Science (ISES) taper gauge with the three settings being; "two fingers (2F)", "one finger (1F)" and "zero fingers (0F)". Peak pressure under noseband was determined using pre...
Effect of Centrifugation of Stallion Semen Through a Low Density Colloid Prior to Freezing on Sperm Cryosurvival.
Animals : an open access journal from MDPI    June 25, 2025   Volume 15, Issue 13 1881 doi: 10.3390/ani15131881
Al-Kass Z, Morrell JM, Ntallaris T.Sperm quality is adversely affected by cryopreservation due to the increased production of reactive oxygen species, which affects the integrity of sperm membranes, motility, and DNA fragmentation. Three methods for removing seminal plasma, washing (centrifuging extended semen at 800× for 10 min) and Single Layer Centrifugation with high or low density Equicoll, were used to prepare 29 ejaculates from ten stallions for freezing. Sperm quality parameters (kinematics, plasma membrane integrity, superoxide and hydrogen peroxide production, mitochondrial membrane potential, and DNA fragmentation)...
Task-specific morphological and kinematic differences in Lipizzan horses.
Frontiers in veterinary science    June 17, 2025   Volume 12 1569067 doi: 10.3389/fvets.2025.1569067
Zupan Šemrov M, Přibylová L, Gobbo E.Equine locomotion emerges from a dynamic interplay between morphology, biomechanics, and functional demands. This study examines the relationship between morphological measurements and gait kinematics in Lipizzan horses, a breed renowned for its diverse work tasks and standardized environmental conditions. These horses offer a unique opportunity to explore task-specific adaptations in biomechanics, with significant implications for breeding strategies and welfare practices. Unassigned: The study involved 71 healthy Lipizzan horses that were housed at the Lipica stud farm and performed various ...
Agreement between subjective gait assessment and markerless video gait-analysis in endurance horses.
Equine veterinary journal    April 21, 2025   doi: 10.1111/evj.14516
de Chiara M, Montano C, De Matteis A, Guidi L, Buono F, Auletta L, Del Prete C, Pasolini MP.Subjective evaluation of gait by official endurance veterinarians (OEVs) is used to determine 'fitness-to-compete' in horses participating in endurance competitions. Objective gait analysis systems could aid in quick and verifiable judgements. Objective: To assess the agreement between objective analysis of head and pelvis vertical movement asymmetry performed with a markerless artificial intelligence motion tracking system (AI-MTS) and subjective lameness assessment performed by an accredited FEI OEV to judge horse gaits. Methods: Cross-sectional. Methods: During three endurance competitions,...
Exploring equine behavior: Wearable sensors data and explainable AI for enhanced classification.
Journal of equine veterinary science    April 10, 2025   Volume 149 105568 doi: 10.1016/j.jevs.2025.105568
Cetintav B, Yalcin A.Understanding equine behavior through advanced monitoring technologies is crucial for improving animal welfare, optimizing training strategies, and enabling early detection of health or stress-related issues. This study integrates wearable sensor data with Explainable Artificial Intelligence (XAI) techniques, particularly SHAP (Shapley Additive Explanations), to enhance interpretability in equine behavior classification. The data used in this study were sourced from an open-source dataset, ensuring transparency and reproducibility. Orginally, data were collected from 18 horses using sensor dev...
Detecting Equine Gaits Through Rider-Worn Accelerometers.
Animals : an open access journal from MDPI    April 8, 2025   Volume 15, Issue 8 doi: 10.3390/ani15081080
Schampheleer J, Eerdekens A, Joseph W, Martens L, Deruyck M.Automatic horse gait classification offers insights into training intensity, but directsensor attachment to horses raises concerns about discomfort, behavioral disruption, andentanglement risks. To address this, our study leverages rider-centric accelerometers formovement classification. The position of a sensor, sampling frequency, and window size ofsegmented signal data have a major impact on classification accuracy in activity recognition.Yet, there are no studies that have evaluated the effect of all these factors simultaneouslyusing accelerometer data from four distinct rider locations (t...
Sperm Motility Evaluation in Stallion Fresh, Cooled and Frozen Semen Using a Portable Computer-Assisted Sperm Analysis System.
Reproduction in domestic animals = Zuchthygiene    March 20, 2025   Volume 60, Issue 3 e70052 doi: 10.1111/rda.70052
Brito LFC.Semen analysis is an important laboratory diagnostic test for stallions. Evaluation of sperm motility is integral to basic semen analysis and results are important for breeding management and clinical practice. Computer-assisted sperm analysis (CASA) allows objective sperm motility evaluation and increases analytical precision. The objective of the present study was to validate a portable CASA system (AndroScope). Fresh/cooled semen samples (33 ejaculates, 18 stallions) and frozen semen (40 ejaculates and one epididymal flush, 27 stallions) were evaluated using the AndroScope and the IVOS II C...
Shoe configuration effects on equine forelimb gait kinetics at a walk.
PeerJ    February 26, 2025   Volume 13 e18940 doi: 10.7717/peerj.18940
Aoun R, Ogunmola Z, Musso A, Taguchi T, Takawira C, Lopez MJ.The shift in vertical forces on the equine hoof surface by heart-bar, egg-bar, and wooden clog shoes can significantly impact gait kinetics. Hypotheses tested in this study were that vertical, braking, and propulsion peak force (PF) and impulse (IMP) are different while shod with heart-bar, egg-bar, open-heel, and wooden clog shoes, or while unshod, and the resultant ground reaction force vector (GRF YZ ) has the longest duration of cranial angulation with open-heel shoes followed by unshod, then egg-bar and heart-bar shoes, and the shortest with wooden clog shoes. Forelimb GRFs were recorded ...
Rhythmic categories in horse gait kinematics.
Journal of anatomy    January 15, 2025   doi: 10.1111/joa.14200
Laffi L, Bigand F, Peham C, Novembre G, Gamba M, Ravignani A.Anecdotally, horses' gaits sound rhythmic. Are they really? In this study, we quantified the motor rhythmicity of horses across three different gaits (walk, trot, and canter). For the first time, we adopted quantitative tools from bioacoustics and music cognition to quantify locomotor rhythmicity. Specifically, we tested whether kinematics data contained rhythmic categories; these occur when adjacent temporal intervals are categorically, rather than randomly, distributed. We extracted the motion cycle duration (t) of two ipsilateral hooves from motion data of 13 ridden horses and calculated th...
Administration of sodium hyaluronate to adult horses prior to and immediately after exercise does not alter the range of motion in either the tarsus or metacarpophalangeal joints.
Translational animal science    November 2, 2024   Volume 8 txae153 doi: 10.1093/tas/txae153
Riley JW, Chance LM, Barshick MR, Johnson SE.Hyaluronic acid (HA), a glycosaminoglycan found in joint synovial fluid, is administered to horses as an anti-inflammatory with lubrication properties. This experiment examined the effects of HA administered before and shortly after an exercise test on metacarpophalangeal (MCP; fetlock) and tibiotarsal (hock) joint range of motion (ROM). Horses were injected intravenously (IV) with placebo (4 mL, saline) or HA (4 mL, 40 mg) 24 h before performing a standardized exercise test (SET) on a high-speed treadmill and again at 6-h post-SET. Passive fetlock flexion was measured at 4 and 24 h post-...
Hyperflexing the horse’s neck: a systematic review and meta-analysis.
Scientific reports    October 2, 2024   Volume 14, Issue 1 22886 doi: 10.1038/s41598-024-72766-5
König von Borstel U, Kienapfel K, McLean A, Wilkins C, McGreevy P.The article reports a meta-analysis of 58 peer-reviewed studies investigating on dorsoventral hyperflexion of the neck in horses, a practice under substantial public and scientific scrutiny for the past two decades. The following databases were last searched on 28.05.2023: CAB, Google Scholar, Web of Science, NAL/Agricola, PubMed and ScienceDirect. After evaluating the conclusions of each study, we performed statistical analyses to establish a consensus on welfare and performance (performance marks, kinematics and musculoskeletal) outcomes in horses performing with a hyperflexed head and neck ...
EFFECTS OF DIFFERENT SHOEING CONDITIONS ON EQUINE CERVICAL AND BACK KINEMATICS DURING WALKING AND TROTTING ON A SOFT SURFACE.
Journal of equine veterinary science    September 12, 2024   105194 doi: 10.1016/j.jevs.2024.105194
Caure S, Dendauw P, Thesee L, Villedey E, Malinvaud A, Cousty M, Prie V, Horan K, Weller R.There is a paucity of scientific data on the effect of shoeing on equine neck and back kinematics during locomotion over commonly used sand training surfaces. A better appreciation of how alterations at hoof-ground interface influence equine upper body movements is relevant for improving horse's health and performance. Our objectives were to determine the effects of different shoeing conditions on equine neck and back kinematics at walk and trot in straight line over sand. Two-dimensional kinematic video analysis was performed under seven shoeing conditions: front feet shod with aluminum shoes...
2D Kinematic Analysis of the Esbarrada and Volta Sobre Patas Manoeuvres of Criollo Breed Horses Competing in Freio de Ouro.
Animals : an open access journal from MDPI    August 20, 2024   Volume 14, Issue 16 doi: 10.3390/ani14162410
Bonilla Lemos Pizzi GL, Holz K, Kowalski ÉA, Fonseca Ribeiro P, Blake R, Ferreira Martins C.The esbarrada and volta sobre patas manoeuvres are critical in Criollo horse equestrian activities, yet their kinematics remain largely unexplored. This observational study aimed to kinematically describe the manoeuvres in Criollo breed horses and explore the relationship between static goniometry and dynamics. A 2D kinematic analysis was conducted on 31 Criollo horses performing the manoeuvres using high-speed cameras. Joint angles were measured using static goniometry and analysed in relation to dynamic performance. The esbarrada covered a distance of 4.28 ± 0.99 m in 1.15 ± 0.11 s at a ve...
Correlation between kinematic parameters, ataxia and ground-to-lip distance in detomidine sedated horses.
Equine veterinary journal    August 14, 2024   doi: 10.1111/evj.14207
Izquierdo-Moreno J, de Paz MI, Manso-Díaz G, Villalba-Orero M, López-Sanromán J.An accurate evaluation of the degree of sedation is mandatory to adjust the dosage of sedative drugs. Objective: To determine the correlation between head height above the ground and ataxia degree in horses sedated with detomidine and the correlation existing between accelerometric variables and both parameters. Methods: Retrospective study. Methods: Twelve horses were given 0.01 mg/kg of detomidine hydrochloride iv. Measured accelerometric parameters, with one accelerometer positioned between both sacral tuberosities, included speed, stride frequency and length, regularity, dorsoventral, lo...
Shape and joint angle data for seven European horse breeds and their repeatability.
Data in brief    August 3, 2024   Volume 56 110799 doi: 10.1016/j.dib.2024.110799
Gmel AI, Lamas LP, Rosa TV, Stefaniuk-Szmukier M, Klecel W, Martin-Gimenez T, Cruz A, Weishaupt MA, Neuditschko M.Conformation traits are important in the selection and distinction between horse breeds, but tend to be evaluated subjectively within a breed and cannot be compared between them. The horse shape space model, using a combination of 253 landmarks and semi-landmarks, provides objective information on the shape of a horse photographed from the side that can be compared between breeds. In this dataset, we are providing the full set of 253 landmarks for 1241 horses from seven breeds, including an R code file to extract joint angle information and transform the raw data into csv files for further ana...
Inertial sensor data of horses from four breeds at walk and trot in hand on a straight line.
Data in brief    July 22, 2024   Volume 55 110764 doi: 10.1016/j.dib.2024.110764
Gmel AI, Haraldsdóttir EH, Serra-Bragança F, Lamas LP, Rosa TV, Stefaniuk-Szmukier M, Klecel W, Neuditschko M, Weishaupt MA.Horses have been used and bred for centuries for their movements. However, specific breeds are expected to have different movement capabilities. We have measured 425 horses from four different breeds at walk and trot on a straight line using an inertial measurement unit (IMU) system (EquiMoves®). This article describes how the data was collected, filtered and analysed to provide a useable dataset of 28 movement variables. It provides a full protocol for field measurements and requirements for adequate trials for analysis. Intra-class correlation coefficient estimates are also provided to asse...
Impact of low-dose ozone supplementation on motility parameters and bacterial growth in horse cryopreserved semen.
Veterinary and animal science    July 21, 2024   Volume 25 100380 doi: 10.1016/j.vas.2024.100380
Fanelli D, Moroni R, Sala G, Melanie P, Tarabella I, Telleschi N, Maltinti S, Giorgi M, Barsotti G, Passamonti F, Marmorini P, Rota A, Camillo F....Two studies were conducted to evaluate the use of medical ozone (O) in commercial extenders for equine semen cryopreservation. In the first study (Study 1), 0, 5, and 15 µg/mL of O were added to diluents of refrigerated or frozen semen. Samples were evaluated for sperm kinematics at different time points for the chilled samples and after a thermoresistence test for the frozen/thawed samples. In the second study (Study 2), 0, 5, and 10 µg/mL of O were added to an antibiotic-free diluent for refrigerated semen for comparison with the control group in which semen was diluted in the same diluent...
Trunk kinematics and limb movement of horses walking backwards and forwards in hand and lifting a single limb.
Veterinary journal (London, England : 1997)    July 20, 2024   Volume 306 106202 doi: 10.1016/j.tvjl.2024.106202
Jobst ID, Zsoldos RR, Licka TF.Equine physiotherapy commonly includes basic exercises such as walking backward (BW) and voluntary lifting of single limbs (SLL), but trunk movements during these have not been studied. In order to compare the trunk kinematics during BW and SLL with forward walking (FW), nine horses were measured in FW, BW and during SLL triggered by tactile cue. Kinematics were obtained from skin markers captured by ten high-speed video cameras. Trunk angles were calculated in sagittal and horizontal planes from withers, dorsal to spinous processes of the 16th thoracic vertebra (T16), 2nd and 4th sacral verte...
Muscle-Driven Predictive Physics Simulations of Quadrupedal Locomotion in the Horse.
Integrative and comparative biology    July 14, 2024   Volume 64, Issue 3 694-714 doi: 10.1093/icb/icae095
van Bijlert PA, Geijtenbeek T, Smit IH, Schulp AS, Bates KT.Musculoskeletal simulations can provide insights into the underlying mechanisms that govern animal locomotion. In this study, we describe the development of a new musculoskeletal model of the horse, and to our knowledge present the first fully muscle-driven, predictive simulations of equine locomotion. Our goal was to simulate a model that captures only the gross musculoskeletal structure of a horse, without specialized morphological features. We mostly present simulations acquired using feedforward control, without state feedback ("top-down control"). Without using kinematics or motion captur...
In the Eye of the Beholder-Visual Search Behavior in Equestrian Dressage Judges.
Animals : an open access journal from MDPI    July 9, 2024   Volume 14, Issue 14 doi: 10.3390/ani14142025
Wolframm I, Reuter P, Zaharia I, Vernooij J.This study investigated the visual search behavior of equestrian dressage judges at different expertise levels during the assessment of Grand Prix horse-rider combinations. Twenty judges (11 foundational level, 9 advanced level) participated in the study, with their eye movements recorded using Tobii Fusion Eyetracker as they evaluated video recordings of dressage tests. Fixation metrics, namely Total Duration of Fixation (TDF), Average Duration of Fixation (ADF), and Total Number of Fixations (TNF), were analyzed across four Areas of Interest (AOIs): front, back, rider, and horse's feet. Stat...
Associations between Racing Thoroughbred Movement Asymmetries and Racing and Training Direction.
Animals : an open access journal from MDPI    April 3, 2024   Volume 14, Issue 7 1086 doi: 10.3390/ani14071086
Forbes B, Ho W, Parkes RSV, Sepulveda Caviedes MF, Pfau T, Martel DR.Racehorses commonly train and race in one direction, which may result in gait asymmetries. This study quantified gait symmetry in two cohorts of Thoroughbreds differing in their predominant exercising direction; we hypothesized that there would be significant differences in the direction of asymmetry between cohorts. Methods: 307 Thoroughbreds (156 from Singapore Turf Club (STC)-anticlockwise; 151 from Hong Kong Jockey Club (HKJC)-clockwise) were assessed during a straight-line, in-hand trot on firm ground with inertial sensors on their head and pelvis quantifying differences between the minim...
Classification performance of sEMG and kinematic parameters for distinguishing between non-lame and induced lameness conditions in horses.
Frontiers in veterinary science    April 2, 2024   Volume 11 1358986 doi: 10.3389/fvets.2024.1358986
St George LB, Spoormakers TJP, Hobbs SJ, Clayton HM, Roy SH, Richards J, Serra Bragança FM.Despite its proven research applications, it remains unknown whether surface electromyography (sEMG) can be used clinically to discriminate non-lame from lame conditions in horses. This study compared the classification performance of sEMG absolute value (sEMGabs) and asymmetry (sEMGasym) parameters, alongside validated kinematic upper-body asymmetry parameters, for distinguishing non-lame from induced fore- (iFL) and hindlimb (iHL) lameness. Bilateral sEMG and 3D-kinematic data were collected from clinically non-lame horses ( = 8) during in-hand trot. iFL and iHL (2-3/5 AAEP) were induced...
The future of equine semen analysis.
Reproduction, fertility, and development    March 12, 2024   doi: 10.1071/RD23212
Peña FJ, Martín-Cano FE, Becerro-Rey L, Ortega-Ferrusola C, Gaitskell-Phillips G, da Silva-Álvarez E, Gil MC.We are currently experiencing a period of rapid advancement in various areas of science and technology. The integration of high throughput 'omics' techniques with advanced biostatistics, and the help of artificial intelligence, is significantly impacting our understanding of sperm biology. These advances will have an appreciable impact on the practice of reproductive medicine in horses. This article provides a brief overview of recent advances in the field of spermatology and how they are changing assessment of sperm quality. This article is written from the authors' perspective, using the sta...
l-carnitine enhances the kinematics and protects the sperm membranes of chilled and frozen-thawed Peruvian Paso horse spermatozoa.
Cryobiology    March 7, 2024   104884 doi: 10.1016/j.cryobiol.2024.104884
Palacios P, Peláez G, Soria M, Méndez S, Galarza-Álvarez L, Dorado J, Santiago-Moreno J, Galarza DA.l-carnitine (LC) transports fatty acids to the mitochondria for energy production, reducing lipid availability for peroxidation through β-oxidation. This research examines the effect of LC supplementation to two skimmed milk-based extenders on the cryosurvival of chilled (5ºC) and frozen-thawed Peruvian Paso horse spermatozoa. An initial experiment determined the optimal LC concentration (0, 1, 5, 10, 25, and 50 mM) when added to INRA-96® and UHT (skimmed milk + 6% egg yolk) extenders, using nine ejaculates from three stallions chilled for up to 96 h. Subsequently, the effect of 25 mM...
Effect of speed and water depth on limb and back kinematics in Thoroughbred horses walking on a water treadmill.
Veterinary journal (London, England : 1997)    September 30, 2023   Volume 300-302 106033 doi: 10.1016/j.tvjl.2023.106033
Nankervis KJ, Tranquille CA, Chojnacka K, Tacey JB, Deckers I, Newton JR, Murray RC.Water treadmill (WT) exercise may induce limb and back kinematics that meet specific training and rehabilitation goals. The study aimed to investigate the effects of walk speed, at different water depths (WDs), on limb and back kinematics of six Thoroughbreds exercising on a WT. Horses walked at 2.8/4.3/5.5/6.0 km/h (i.e. 0.8/1.2/1.5/1.7 m/s) at dry, metacarpophalangeal and carpal WD. Videography captured limb movement in the sagittal plane. Motion-capture measured thoracolumbosacral flexion-extension (FE), and lateral bend (LB) ranges of movement (ROM) using skin surface markers on the sixt...
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