Technological, environmental and biological factors: referent variance values for infrared imaging of the bovine
Open accessAbstract
BACKGROUND: Despite its variety of potential applications, the wide implementation of infrared technology in cattle production faces technical, environmental and biological challenges similar to other indicators of metabolic state. Nine trials, divided into three classes (technological, environmental and biological factors) were conducted to illustrate the influence of these factors on body surface temperature assessed through infrared imaging. RESULTS: Evaluation of technological factors indicated the following: measurements of body temperatures were strongly repeatable when taken within 10 s; appropriateness of differing infrared camera technologies was influenced by distance to the target; and results were consistent when analysis of thermographs was compared between judges. Evaluation of environmental factors illustrated that wind and debris caused decreases in body surface temperatures without affecting metabolic rate; additionally, body surface temperature increased due to sunlight but returned to baseline values within minutes of shade exposure. Examination/investigation/exploration of animal factors demonstrated that exercise caused an increase in body surface temperature and metabolic rate. Administration of sedative and anti-sedative caused changes on body surface temperature and metabolic rate, and during late pregnancy a foetal thermal imprint was visible through abdominal infrared imaging. CONCLUSION: The above factors should be considered in order to standardize operational procedures for taking thermographs, thereby optimizing the use of such technology in cattle operations.
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The bolus technique has been praised for high reliability and consistency across different operators, although its accuracy may be influenced by variables like distance and weather conditions, highlighting the need for method standardization.
“This technique has been praised for its high reliability and consistency across different operators [22], although its accuracy may be influenced by variables like distance and weather conditions [73], highlighting the need for method standardization [73].”
From Strategies for Bovine Respiratory Disease (BRD) Diagnosis and Prognosis: A Comprehensive Overview (2024) · cites this paper as [73]
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Schaefer, A. L., Cook, N. J., Bench, C., Chabot, J. B., Colyn, J., Liu, T., Okine, E. K., Stewart, M., & Webster, J. R. (2012) · Research in Veterinary Science · doi:10.1016/j.rvsc.2011.09.021 · Cited by 229 · see citing works
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Research works printed but not linked: 42
- [1]Ring EFJ The historical development of temperature measurement in medicine Infrared Phys Technol 2004 49 297 301 10.1016/j.infrared.2006.06.029 · DOI
- [2]Barbieri BB McLellan WA Wells RS Blum JE Hofmann S Gannon J Using infrared thermography to assess seasonal trends in dorsal fin surface temperatures of free-swimming bottlenose dolphins (Tursiops truncatus) in Sarasota Bay, Florida Mar Mamm Sci 2010 26 53 66 10.1111/j.1748-7692.2009.00319.x · DOI
- [4]Weissenbock NM Weiss CM Scwammer HM Kratochvil H Thermal windows on the body surface of African elephants (Loxodonta africana) studied by infrared thermography J Therm Biol 2010 35 182 8 10.1016/j.jtherbio.2010.03.002 · DOI
- [5]McCafferty DJ Gilbert C Paterson W Pomeroy PP Thompson D Currie JI Estimating metabolic heat loss in birds and mammals by combining infrared thermography with biophysical modelling Comp Biochem Physiol 2011 158 337 45 10.1016/j.cbpa.2010.09.012 20869456 · DOI
- [7]Colak A Polat B Okumus Z Kaya M Yanmaz LE Hayirli A Early detection of mastitis using infrared thermography in dairy cows J Dairy Sci 2008 91 4244 8 10.3168/jds.2008-1258 18946129 · DOI
- [8]Nikkhah A Plaizier JC Einarson MS Berry RJ Scott SL Kennedy AD Infrared thermography and visual examination of hooves of dairy cows in two stages of lactation J Dairy Sci 2005 88 2749 53 10.3168/jds.S0022-0302(05)72954-4 16027188 · DOI
- [10]Eicher SD Cheng HW Sorreells AD Schutz MM Behavioral and physiological indicators of sensitivity of chronic pain following tail dockings J Dairy Sci 2006 89 3047 51 10.3168/jds.S0022-0302(06)72578-4 16840621 · DOI
- [12]Paulrud CO Clausen S Andersen PE Rasmussen MD Infrared thermography and ultrasonography to indirectly monitor the influence of liner type and overmilking on teat tissue recovery Acta Vet Scand 2005 46 137 47 10.1186/1751-0147-46-137 16261926 PMC1624817 · DOI
- [13]Montanholi YR Odongo NE Swanson KC Schenkel FS McBride BW Miller SP Application of infrared thermography as an indicator of heat and methane production and its use in the study of skin temperature in response to physiological events in dairy cattle (Bos taurus) J Therm Biol 2008 33 468 75 10.1016/j.jtherbio.2008.09.001 · DOI
- [14]Montanholi YR Swanson KC Schenkel FS McBride BW Caldwell TR Miller SP On the determination of residual feed intake and associations of infrared thermography with efficiency and ultrasound traits in beef bulls Livest Sci 2009 125 22 30 10.1016/j.livsci.2009.02.022 · DOI
- [15]Coulter GH Senger PL Bailey DRC Relationship of scrotal surface temperature measured by infrared thermography to subcutaneous and deep testicular temperature in the ram J Reprod Fertil 1988 84 417 23 10.1530/jrf.0.0840417 3199358 · DOI
- [16]Halachmi I Polak P Roberts DJ Klopcic M Cow body shape and automation of condition scoring J Dairy Sci 2008 91 4444 51 10.3168/jds.2007-0785 18946153 · DOI
- [20]Schutz KE Rogers AR Cox NR Webster JR Tucker CB Dairy cattle prefer shade over sprinklers: effects on behavior and physiology J Dairy Sci 2011 94 273 83 10.3168/jds.2010-3608 21183037 · DOI
- [22]Bowers S Gandy S Anderson B Ryan P Willard S Assessment of pregnancy in the late-gestation mare using digital infrared thermography Therigenology 2009 72 372 7 10.1016/j.theriogenology.2009.03.005 19482351 · DOI
- [23]Findlay JD Robertshaw D The mechanism of body temperature changes induced by intraventricular injections of adrenaline, noradrenaline and 5-hyodropytryptanime in the ox (Bos taurus) J Physiol 1967 189 329 36 10.1113/jphysiol.1967.sp008171 6034117 PMC1396057 · DOI
- [26]Whittow GC The significance of the extremities of the ox (Bos taurus) in thermoregulation J Agric Sci 1962 58 109 20 10.1017/S002185960000887X · DOI
- [27]Hassen A Wilson DE Willham RL Rouse GH Trenkle AH Evaluation of ultrasound measurements of fat thickness and longissimus muscle area in feedlot cattle: assessment of accuracy and repeatability Can J Anim Sci 1998 78 277 85 10.4141/A97-102 · DOI
- [28]Brethour JR The repeatability and accuracy of ultrasound in measuring backfat of cattle J Anim Sci 1992 70 1039 44 1582932
- [29]Roche JR Macdonald KA Burke CR Lee JM Berry DP Associations among body condition score, body weight, and reproductive performance in seasonal-calving dairy cattle J Dairy Sci 2007 90 376 91 10.3168/jds.S0022-0302(07)72639-5 17183106 · DOI
- [30]Schutz KE Rogers AR Poulouin YA Cox NR Tucker CB The amount of shade influences the behavior and physiology of dairy cattle J Dairy Sci 2010 93 125 33 10.3168/jds.2009-2416 20059911 · DOI
- [31]Grandin T Assessment of stress during handling and transport J Anim Sci 1997 75 249 57 9027573
- [35]Colagrande S Pasquinelli F Mazooni LN Belli G Virgili G MR-diffusion weighted imaging of healthy liver parenchyma: repeatability and reproducibility of apparent diffusion coefficient measurement J Magn Reson Imaging 2010 31 912 20 10.1002/jmri.22117 20373436 · DOI
- [36]Kleiber M The fire of life 1961 New York, United States John Wiley & Sons, Inc
- [37]Brown-Brandl TM Eigenberg RA Nienaber JA Heat stress factors of feedlot heifers Livest Sci 2006 105 57 68 10.1016/j.livsci.2006.04.025 · DOI
- [38]Robertshaw D Yousef MK Heat loss of cattle Stress physiology in livestock. Vol. I. Basic principles 1985 Boca Raton, FL, USA CRC Press 55 66
- [39]Maloney SK Dawson TJ The heat load from solar radiation on large, diurnally active bird, the emu (Dromaius novaehollandiae) J Therm Biol 1995 20 381 7 10.1016/0306-4565(94)00073-R · DOI
- [41]NRC Nutrient requirements of beef cattle 1996 Washington, United States National Academy Press
- [43]Yosipovitch G Fast K Bernhard JD Noxious heat and scratching decrease histamine-induced itch and skin blood flow J Investig Dermatol 2005 125 1268 72 10.1111/j.0022-202X.2005.23942.x 16354198 · DOI
- [45]Brosh A Heart rate measurements as an index of energy expenditure and energy balance in ruminants: a review J Anim Sci 2007 85 1213 27 10.2527/jas.2006-298 17224466 · DOI
- [46]McLean JA Tobin G Animal and human calorimetry 1987 Melbourne, Australia Cambridge University Press
- [47]Folkow LP Mercer JB Partition of heat loss in resting and exercising winter- and summer insulated reindeer Am J Physiol Regul Integr Comp Physiol 1986 251 32 40 3728709
- [48]Ingram DL Whittow GC The effects of variations in respiratory activity and in the skin temperatures of the ears on the temperature of the blood in the external jugular vein of the ox (Bos taurus) J Physiol 1962 163 211 21 10.1113/jphysiol.1962.sp006969 13956531 PMC1359699 · DOI
- [49]Livingston A Low J Morris B Effects of clonidine and xylazine on body temperature in the rat Br J Pharmacol 1984 81 189 93 10.1111/j.1476-5381.1984.tb10760.x 6704581 PMC1986947 · DOI
- [50]St Jean G Skarda RT Muir WW Hoffsis GF Caudal epidural analgesia induced by xylazine administration in cows Am J Vet Res 1990 51 1232 6 2386320
- [51]Arnemo JM Soli NE Reversal of xylazine-induced sedation in dairy calves with atipamezole: a field trial Vet Res Commun 1993 17 305 12 10.1007/BF01839221 7908472 · DOI
- [52]Lee I Yamagishi N Oboshi K Yamada H Antagonistic effects of intravenous or epidural atipamezole on xylazine-induced dorsolumbar epidural analgesia in cattle Vet J 2003 166 194 7 10.1016/S1090-0233(03)00026-1 12902186 · DOI
- [53]Clarke KW England GCW Medetomidine, a new sedative-analgesic for use in the dog and its reversal with atipamezole J Small Anim Prac 1989 30 343 8 10.1111/j.1748-5827.1989.tb01575.x · DOI
- [54]Skarda RT Jean GS Muir WW Influence of tolazoline on caudal epidural administration of xylazine in cattle Am J Vet Res 1990 51 556 60 2327614
- [55]Ferrell CL Reynolds LP Uterine and umbilical blood flows and net nutrient uptake by fetuses and uteroplacental tissues of cows gravid with either single or twin fetuses J Anim Sci 1992 70 426 33 1548204
- [56]Durrant BS Ravida N Spady T Cheng A New technologies for the study of carnivore reproduction Theriogenology 2006 66 1729 36 10.1016/j.theriogenology.2006.02.046 16713619 · DOI
- [57]Aubry P Warnick LD DesCoteaux L Bouchard E A study of 55 field cases of uterine torsion in dairy cattle Can Vet J 2008 49 366 72 18481545 PMC2275340
- [58]Frazer GS Perkins NR Constable PD Bovine uterine torsion: 164 hospital referral cases Theriogenology 1996 46 739 58 10.1016/S0093-691X(96)00233-6 16727939 · DOI
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Bovine Respiratory Disease Diagnosis
Buczinski, S., & Pardon, B. (2020) · Veterinary Clinics of North America: Food Animal Practice · doi:10.1016/j.cvfa.2020.03.004 · Cited by 89 · see citing works
Strategies for Bovine Respiratory Disease (BRD) Diagnosis and Prognosis: A Comprehensive Overview
Kamel, M. S., Davidson, J. L., & Verma, M. S. (2024) · Animals · doi:10.3390/ani14040627 · Cited by 76 · see citing works
“This technique has been praised for its high reliability and consistency across different operators [22], although its accuracy may be influenced by variables like distance and weather conditions [73], highlighting the need for method standardization [73].”
Method
- Authors
- Montanholi, Y. R., Lim, M., Macdonald, A., Smith, B. A., Goldhawk, C., Schwartzkopf-Genswein, K., & Miller, S. P.
- Affiliations
- Dalhousie University (CA)
- University of Guelph (CA)
- Monsanto (Canada) (CA)
- Agriculture and Agri-Food Canada (CA)
- AgResearch (NZ)
- Corresponding author
- Montanholi, Yuri R.
- Venue
- Journal of Animal Science and Biotechnology
- Published
- 2015-06-12
- Volume
- 6
- Issue
- 1
- Pages
- 27-27
- ISSN
- 1674-9782 (ISSN-L)
- 2049-1891
- PMC
- PMC4515930
- OpenAlex
- W1653305903
- Cited by
- 45
- References
- 1
- Citations by year
- 2026: 3 · 2025: 4 · 2024: 8 · 2023: 4 · 2022: 7 · 2021: 7 · 2020: 4 · 2019: 4 · 2018: 2 · 2017: 1 · 2016: 1
- FWCI
- 1.89
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Journal of Animal Science and Biotechnology/Journal of animal science and biotechnology (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Figshare (submittedVersion, cc-by)
- Funders
- Beef Cattle Research Council
- Topics
- Life Sciences › Agricultural and Biological Sciences › Animal Science and Zoology › Effects of Environmental Stressors on Livestock
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Infrared Thermography in Medicine
- Health Sciences › Veterinary › Small Animals › Animal Behavior and Welfare Studies
- Keywords
- infrared thermography, body surface temperature, bovine cattle, cattle farming, repeatability, physical activity, sedation, late pregnancy, metabolic rate
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