Comparison of the Surface Thermal Patterns of Horses and Donkeys in Infrared Thermography Images.
Abstract: Infrared thermography (IRT) is a valuable diagnostic tool in equine veterinary medicine; however, little is known about its application to donkeys. This study aims to find patterns in thermal images of donkeys and horses and determine if these patterns share similarities. The study is carried out on 18 donkeys and 16 horses. All equids undergo thermal imaging with an infrared camera and measurement of the skin thickness and hair coat length. On the class maps of each thermal image, fifteen regions of interest (ROIs) are annotated and then combined into 10 groups of ROIs (GORs). The existence of statistically significant differences between surface temperatures in GORs is tested both "globally" for all animals of a given species and "locally" for each animal. Two special cases of animals that differed from the rest are also discussed. The results indicate that the majority of thermal patterns are similar for both species; however, average surface temperatures in horses (22.72±2.46 °C) are higher than in donkeys (18.88±2.30 °C). This could be related to differences in the skin thickness and hair coat. The patterns of both species are associated with GORs, rather than with an individual ROI, and there is a higher uniformity in the donkeys' patterns.
Publication Date: 2020-11-24 PubMed ID: 33255408PubMed Central: PMC7760903DOI: 10.3390/ani10122201Google Scholar: Lookup
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- Journal Article
Summary
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The research focuses on comparing the surface thermal patterns of horses and donkeys using infrared thermography images. The results demonstrate that while most thermal patterns are similar for both species, average surface temperatures in horses are higher than in donkeys.
Use of Infrared Thermography
- Infrared Thermography (IRT) is a diagnostic tool used commonly in veterinary medicine, specifically for equine(subjects related to horses).
- This study aims at determining the application of IRT in not just horses but also donkeys. It seeks to identify and compare thermal patterns, which can provide insights into the health and physiology of these animals.
Study and Methodology
- The study involved a total of 34 equids, a term used to describe horses and donkeys, of which 18 were donkeys and 16 horses.
- All these animals were subjected to thermal imaging using an infrared camera. Their skin thickness and hair coat length were also measured.
- From the obtained thermal image of each animal, fifteen regions of interest (ROIs) were identified. These ROIs were then grouped into 10 subsets, referred to as groups of ROIs (GORs).
- The researchers then tested for significant temperature differences between the GORs, both at a global level (considering all animals of a particular species) and at a local level (considering each individual animal).
Findings and Conclusion
- The findings revealed that horses and donkeys share similar thermal patterns, but the average surface temperature of horses (22.72±2.46 °C) is higher than donkeys (18.88±2.30 °C).
- This difference was attributed to differences in the skin thickness and hair coat between the two species.
- In terms of correlation with thermal patterns, these patterns were associated with GORs, rather than individual ROIs.
- Furthermore, the thermal pattern uniformity was found to be higher in donkeys than in horses which may have physiological implications for the animals.
- There were also some special cases of animals that differed significantly from the rest. These outliers were discussed separately, emphasizing the uniqueness of certain individual animals within a species.
Cite This Article
APA
Domino M, Romaszewski M, Jasiński T, Maśko M.
(2020).
Comparison of the Surface Thermal Patterns of Horses and Donkeys in Infrared Thermography Images.
Animals (Basel), 10(12), 2201.
https://doi.org/10.3390/ani10122201 Publication
Researcher Affiliations
- Veterinary Research Centre and Center for Biomedical Research, Department of Large Animal Diseases and Clinic, Institute of Veterinary Medicine, Warsaw University of Life Sciences (WULS-SGGW), 02-787 Warsaw, Poland.
- Institute of Theoretical and Applied Informatics, Polish Academy of Sciences, 44-100 Gliwice, Poland.
- Veterinary Research Centre and Center for Biomedical Research, Department of Large Animal Diseases and Clinic, Institute of Veterinary Medicine, Warsaw University of Life Sciences (WULS-SGGW), 02-787 Warsaw, Poland.
- Department of Animal Breeding, Institute of Animal Science, Warsaw University of Life Sciences (WULS-SGGW), 02-787 Warsaw, Poland.
Conflict of Interest Statement
The authors declare no conflict of interest.
References
This article includes 47 references
- Soroko M, Howell K. Infrared thermography: Current applications in equine medicine.. J. Equine Vet. Sci. 2018;60:90–96.
- Soroko M, Zaborski D, Dudek K, Yarnell K, Górniak W, Vardasca R. Evaluation of thermal pattern distributions in racehorse saddles using infrared thermography.. PLoS One 2019;14(8):e0221622.
- Maśko M, Zdrojkowski L, Domino M, Jasinski T, Gajewski Z. The Pattern of Superficial Body Temperatures in Leisure Horses Lunged with Commonly Used Lunging Aids.. Animals (Basel) 2019 Dec 7;9(12).
- SMITH WM. APPLICATIONS OF THERMOGRAPHY IN VETERINARY MEDICINE.. Ann N Y Acad Sci 1964 Oct 9;121:248-54.
- Eddy AL, Van Hoogmoed LM, Snyder JR. The role of thermography in the management of equine lameness.. Vet J 2001 Nov;162(3):172-81.
- Cetinkaya M, Demirutku A. Thermography in the assessment of equine lameness.. Turk. J. Vet. Anim. Sci. 2012;36:43–48.
- Ciutacu O, Tanase A, Miclaus I. Digital infrared thermography in assessing soft tissues injuries on sport equines.. Bull. Univ. Agric. Sci. Vet. Med. Cluj Napoca. Vet. Med. 2006;63:228–233.
- Kastberger G, Stachl R. Infrared imaging technology and biological applications.. Behav Res Methods Instrum Comput 2003 Aug;35(3):429-39.
- Westermann S, Buchner HH, Schramel JP, Tichy A, Stanek C. Effects of infrared camera angle and distance on measurement and reproducibility of thermographically determined temperatures of the distolateral aspects of the forelimbs in horses.. J Am Vet Med Assoc 2013 Feb 1;242(3):388-95.
- Gómez Alvarez CB, Rhodin M, Byström A, Back W, van Weeren PR. Back kinematics of healthy trotting horses during treadmill versus over ground locomotion.. Equine Vet J 2009 Mar;41(3):297-300.
- Bächi B, Wiestner T, Stoll A, Waldern N, Imboden I, Weishaupt M. Changes of ground reaction force and timing variables in the course of habituation of horses to the treadmill.. J. Equine Vet. Sci. 2018;63:13–23.
- Seeherman HJ. The use of high-speed treadmills for lameness and hoof balance evaluations in the horse.. Vet Clin North Am Equine Pract 1991 Aug;7(2):271-309.
- Tabor G, Nankervis K, Fernandes J, Williams J. Generation of Domains for the Equine Musculoskeletal Rehabilitation Outcome Score: Development by Expert Consensus.. Animals (Basel) 2020 Jan 25;10(2).
- Fonseca B, Alves A, Nicoletti J, Thomassian A, Hussni C, Mikail S. Thermography and ultrasonography in back pain diagnosis of equine athletes.. J. Equine Vet. Sci. 2006;26:507–516.
- Soroko M, Jodkowska E, Zabłocka M. The use of thermography to evaluate back musculoskeletal responses of young racehorses to training.. Thermol. Int. 2012;22:114.
- Arruda T, Brass K, Flavio D. Thermographic assessment of saddles used on jumping horses.. J. Equine Vet. Sci. 2011;31:625–629.
- Becker-Birck M, Schmidt A, Wulf M, Aurich J, von der Wense A, Möstl E, Berz R, Aurich C. Cortisol release, heart rate and heart rate variability, and superficial body temperature, in horses lunged either with hyperflexion of the neck or with an extended head and neck position.. J Anim Physiol Anim Nutr (Berl) 2013 Apr;97(2):322-30.
- Redaelli V, Luzi F, Mazzola S, Bariffi GD, Zappaterra M, Nanni Costa L, Padalino B. The Use of Infrared Thermography (IRT) as Stress Indicator in Horses Trained for Endurance: A Pilot Study.. Animals (Basel) 2019 Mar 7;9(3).
- Valera M, Bartolomé E, Sánchez M.J., Molina A, Cook N, Schaefer A. Changes in eye temperature and stress assessment in horses during show jumping competitions.. J. Equine Vet. Sci. 2012;32:827–830.
- Bartolomé E, Sánchez MJ, Molina A, Schaefer AL, Cervantes I, Valera M. Using eye temperature and heart rate for stress assessment in young horses competing in jumping competitions and its possible influence on sport performance.. Animal 2013 Dec;7(12):2044-53.
- Soroko M, Śpitalniak-Bajerska K, Zaborski D, Poźniak B, Dudek K, Janczarek I. Exercise-induced changes in skin temperature and blood parameters in horses.. Arch Anim Breed 2019;62(1):205-213.
- Witkowska-Piłaszewicz O, Maśko M, Domino M, Winnicka A. Infrared Thermography Correlates with Lactate Concentration in Blood during Race Training in Horses.. Animals (Basel) 2020 Nov 9;10(11).
- Hinchcliff K, Kaneps A, Geor R. Equine Sports Medicine and Surgery: Basic and Clinical Sciences of the Equine Athlete.. .
- Simon EL, Gaughan EM, Epp T, Spire M. Influence of exercise on thermographically determined surface temperatures of thoracic and pelvic limbs in horses.. J Am Vet Med Assoc 2006 Dec 15;229(12):1940-4.
- Turner TA. Diagnostic thermography.. Vet Clin North Am Equine Pract 2001 Apr;17(1):95-113.
- Soroko M, Howell K, Dudek K. The effect of ambient temperature on infrared thermographic images of joints in the distal forelimbs of healthy racehorses.. J Therm Biol 2017 May;66:63-67.
- Zakari FO, Ayo JO, Rekwot PI, Kawu MU, Minka NS. Daily rhythms of rectal and body surface temperatures in donkeys during the cold-dry (harmattan) and hot-dry seasons in a tropical savannah.. Int J Biometeorol 2018 Dec;62(12):2231-2243.
- Rosenmeier JG, Strathe AB, Andersen PH. Evaluation of coronary band temperatures in healthy horses.. Am J Vet Res 2012 May;73(5):719-23.
- Machado L.F.S., Dittrich R.L., Pavelski M, Afonso A.M.C. da F., Deconto I, Dornbusch P.T.. Standardization of thermographic examination in joints of horses in training.. Arch. Vet. Sci. 2013;18:40–45.
- Tunley BV, Henson FM. Reliability and repeatability of thermographic examination and the normal thermographic image of the thoracolumbar region in the horse.. Equine Vet J 2004 May;36(4):306-12.
- Pavelski M, Basten M, Busato E, Dornbusch P. Infrared thermography evaluation from the back region of healthy horses in controlled temperature room.. Ciênc. Rural. 2015;45:1274–1279.
- Rowland M, Coombs T, Connor M. A Study of Traveller Horse Owners' Attitudes to Horse Care and Welfare Using an Equine Body Condition Scoring System.. Animals (Basel) 2019 Apr 12;9(4).
- Valle E, Raspa F, Giribaldi M, Barbero R, Bergagna S, Antoniazzi S, Mc Lean AK, Minero M, Cavallarin L. A functional approach to the body condition assessment of lactating donkeys as a tool for welfare evaluation.. PeerJ 2017;5:e3001.
- Davidson EJ. Lameness Evaluation of the Athletic Horse.. Vet Clin North Am Equine Pract 2018 Aug;34(2):181-191.
- Satchell G, McGrath M, Dixon J, Pfau T, Weller R. Effects of Time of Day, Ambient Temperature and Relative Humidity on the Repeatability of Infrared Thermographic Imaging in Horses.. Equine Vet. J. 2015;47:13–14.
- Purohit R. Standards for thermal imaging in veterinary medicine; Proceedings of the 11th European Congress of Thermology; Mannheim, Germany.. 18–20 September 2009; p. 99.
- Silva SR, Payan-Carreira R, Quaresma M, Guedes CM, Santos AS. Relationships between body condition score and ultrasound skin-associated subcutaneous fat depth in equids.. Acta Vet Scand 2016 Oct 20;58(Suppl 1):62.
- Osthaus B, Proops L, Long S, Bell N, Hayday K, Burden F. Hair coat properties of donkeys, mules and horses in a temperate climate.. Equine Vet J 2018 May;50(3):339-342.
- Domino M, Romaszewski M, Jasiński T, Maśko M. Comparison of the Surface Thermal Patterns of Horses and Donkeys in Infrared Thermography Images.. Animals (Basel) 2020 Nov 24;10(12).
- Derrick B, White P. Comparing two samples from an individual Likert question.. Int. J. Math. Stat. 2017;18:55084474.
- Hotelling H. Analysis of a complex of statistical variables into principal components.. J. Educ. Psychol. 1933;24:417.
- Van der Maaten L, Hinton G. Visualizing data using t-SNE.. J. Mach. Learn. Res. 2008;9:2579–2605.
- Cymbaluk NF, Christison GI. Environmental effects on thermoregulation and nutrition of horses.. Vet Clin North Am Equine Pract 1990 Aug;6(2):355-72.
- Ousey J, McArthur A, Murgatroyd P, Stewart J, Rossdale P. Thermoregulation and total body insulation in the neonatal foal.. J. Therm. Biol. 1992;17:1–10.
- Soroko M, Howell K, Dudek K, Henklewski R, Zielińska P. The influence of breed, age, gender, training level and ambient temperature on forelimb and back temperature in racehorses.. Anim Sci J 2017 Feb;88(2):347-355.
- Quaresma M, Payan-Carreira R, Silva SR. Relationship between ultrasound measurements of body fat reserves and body condition score in female donkeys.. Vet J 2013 Aug;197(2):329-34.
- McLean AK, Navas González FJ, Canisso IF. Donkey and Mule Behavior.. Vet Clin North Am Equine Pract 2019 Dec;35(3):575-588.
Citations
This article has been cited 6 times.- Domino M, Borowska M, Zdrojkowski Ł, Jasiński T, Sikorska U, Skibniewski M, Maśko M. Application of the Two-Dimensional Entropy Measures in the Infrared Thermography-Based Detection of Rider: Horse Bodyweight Ratio in Horseback Riding.. Sensors (Basel) 2022 Aug 13;22(16).
- Nocera I, Bonelli F, Turini L, Madrigali A, Aliboni B, Sgorbini M. Evaluation of Ultrasound Measurement of Subcutaneous Fat Thickness in Dairy Jennies during the Periparturient Period.. Animals (Basel) 2022 May 26;12(11).
- Domino M, Borowska M, Kozłowska N, Trojakowska A, Zdrojkowski Ł, Jasiński T, Smyth G, Maśko M. Selection of Image Texture Analysis and Color Model in the Advanced Image Processing of Thermal Images of Horses following Exercise.. Animals (Basel) 2022 Feb 12;12(4).
- Domino M, Borowska M, Kozłowska N, Zdrojkowski Ł, Jasiński T, Smyth G, Maśko M. Advances in Thermal Image Analysis for the Detection of Pregnancy in Horses Using Infrared Thermography.. Sensors (Basel) 2021 Dec 28;22(1).
- Maśko M, Witkowska-Piłaszewicz O, Jasiński T, Domino M. Thermal features, ambient temperature and hair coat lengths: Limitations of infrared imaging in pregnant primitive breed mares within a year.. Reprod Domest Anim 2021 Oct;56(10):1315-1328.
- Maśko M, Zdrojkowski Ł, Wierzbicka M, Domino M. Association between the Area of the Highest Flank Temperature and Concentrations of Reproductive Hormones during Pregnancy in Polish Konik Horses-A Preliminary Study.. Animals (Basel) 2021 May 23;11(6).
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