Symposium Review: Precision Technologies for Dairy Calves and Management Applications
Open accessAbstract
There is an increasing interest in using precision dairy technologies (PDT) to monitor real-time animal behavior and physiology in livestock systems around the world. Although PDT in adult cattle is extensively reviewed, PDT use for the management of preweaned dairy calves has not been reviewed. We systematically reviewed research on the use and application of precision technologies in calves. Accelerometers have the potential to be used to monitor lying behavior, step activity, and rumination, which are useful to detect changes in behavior that may be indicative of disease, responses to painful procedures, or positive welfare behaviors such as play. Automated calf feeding systems can control delivery of nutritional plans to individualize feeding and weaning of calves; changes in feeding behaviors (such as milk intake, drinking speed, and unrewarded visits) may also be used to identify early onset of disease. The PDT devices also measure physiological and physical attributes in dairy calves. For instance, temperature monitoring devices such as infrared thermography, ruminal boluses, and implanted microchips have been assessed in calves, but no herd management-based commercial system is available. Many other PDT are in development with potential to be used in dairy calf management, such as image and acoustic-based monitoring, real-time location, and use of enrichment items for monitoring positive emotional states. We conclude that PDT have great potential for application in dairy calf management, enabling precise behavioral and physiological monitoring, targeted feeding programs, and identification of calves with poor health or behavioral impairments. We strongly encourage further development and validation of commercially available technologies for on-farm application of the monitoring of dairy calf welfare, performance, and health.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Interrater reliability: The kappa statistic
McHugh, M. L. (2012) · Biochemia Medica · doi:10.11613/bm.2012.031 · Cited by 19,877 · see citing works
Applied Statistics for the Behavioral Sciences
Witz, K. G., Hinkle, D. E., Wiersma, W., & Jurs, S. G. (1990) · Journal of Educational Statistics · doi:10.2307/1164825 · Cited by 2,927 · see citing works
Applied statistics for the behavioral sciences
Hinkle, D. E., Wiersma, W., & Jurs, S. G. (1979) · Cited by 2,119 · see citing works
Introduction to Machine Learning
(2019) · Series in machine perception and artificial intelligence · doi:10.1142/9789811201967_0001 · Cited by 1,638 · see citing works
Animal play and animal welfare
Held, S. D. E., & Špinka, M. (2011) · Animal Behaviour · doi:10.1016/j.anbehav.2011.01.007 · Cited by 583 · see citing works
Khan, M. A., Weary, D. M., & von Keyserlingk, M. A. G. (2011) · Journal of Dairy Science · doi:10.3168/jds.2010-3733 · Cited by 494 · see citing works
Invited review: Current perspectives on eating and rumination activity in dairy cows
Beauchemin, K. A. (2018) · Journal of Dairy Science · doi:10.3168/jds.2017-13706 · Cited by 407 · see citing works
Invited review: Transitioning from milk to solid feed in dairy heifers
Khan, M. A., Bach, À., Weary, D. M., & von Keyserlingk, M. A. G. (2015) · Journal of Dairy Science · doi:10.3168/jds.2015-9975 · Cited by 384 · see citing works
Khan, M. A., Lee, H. J., Lee, W. S., Kim, H. S., Kim, S. B., Ki, K.-S., Ha, J. K., Lee, H. G., & Choi, Y. (2007) · Journal of Dairy Science · doi:10.3168/jds.s0022-0302(07)71571-0 · Cited by 322 · see citing works
Technical note: Validation of a system for monitoring rumination in dairy cows
Schirmann, K., von Keyserlingk, M. A. G., Weary, D. M., Veira, D. M., & Heuwieser, W. (2009) · Journal of Dairy Science · doi:10.3168/jds.2009-2361 · Cited by 320 · see citing works
Ledgerwood, D. N., Winckler, C., & Tucker, C. B. (2010) · Journal of Dairy Science · doi:10.3168/jds.2009-2945 · Cited by 297 · see citing works
Eye temperature and heart rate variability of calves disbudded with or without local anaesthetic
Stewart, M., Stafford, K. J., Dowling, S. K., Schaefer, A. L., & Webster, J. R. (2007) · Physiology & Behavior · doi:10.1016/j.physbeh.2007.11.044 · Cited by 294 · see citing works
A Systematic Review on Healthcare Analytics: Application and Theoretical Perspective of Data Mining
Islam, M. S., Hasan, M. M., Wang, X., Germack, H. D., & Noor‐E‐Alam, M. (2018) · Healthcare · doi:10.3390/healthcare6020054 · Cited by 268 · see citing works
Evaluation of three-dimensional accelerometers to monitor and classify behavior patterns in cattle
Robért, B., White, B. J., Renter, D. G., & Larson, R. L. (2009) · Computers and Electronics in Agriculture · doi:10.1016/j.compag.2009.03.002 · Cited by 250 · see citing works
Behavioural indicators of hunger in dairy calves
De Paula Vieira, A., Guesdon, V., de Passillé, A. M., von Keyserlingk, M. A. G., & Weary, D. M. (2008) · Applied Animal Behaviour Science · doi:10.1016/j.applanim.2007.03.006 · Cited by 249 · see citing works
A validation of technologies monitoring dairy cow feeding, ruminating, and lying behaviors
Borchers, M. R., Chang, Y., Tsai, I. C., Jones, B. W., & Bewley, J. M. (2016) · Journal of Dairy Science · doi:10.3168/jds.2015-10843 · Cited by 238 · see citing works
Borchers, M. R., Chang, Y., Proudfoot, K. L., Jones, B. W., Stone, A. E., & Bewley, J. M. (2017) · Journal of Dairy Science · doi:10.3168/jds.2016-11526 · Cited by 232 · see citing works
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
The effect of milk allowance on behavior and weight gains in dairy calves
Rosenberger, K., Costa, J. H. C., Neave, H. W., von Keyserlingk, M. A. G., & Weary, D. M. (2016) · Journal of Dairy Science · doi:10.3168/jds.2016-11195 · Cited by 203 · see citing works
Self-citationPlay and optimal welfare: Does play indicate the presence of positive affective states?
Ahloy-Dallaire, J., Espinosa, J., & Mason, G. (2018) · Behavioural Processes · doi:10.1016/j.beproc.2017.11.011 · Cited by 200 · see citing works
A 100-Year Review: Calf nutrition and management
Kertz, A. F., Hill, T. M., Quigley, J. D., Heinrichs, A. J., Linn, J. G., & Drackley, J. K. (2017) · Journal of Dairy Science · doi:10.3168/jds.2017-13062 · Cited by 198 · see citing works
Schaefer, A. L., Cook, N. J., Church, J. S., Basarab, J., Perry, B., Miller, C., & Tong, A. K. W. (2007) · Research in Veterinary Science · doi:10.1016/j.rvsc.2007.01.008 · Cited by 196 · see citing works
Stangaferro, M. L., Wijma, R., Caixeta, L. S., Al‐Abri, M., & Giordano, J. O. (2016) · Journal of Dairy Science · doi:10.3168/jds.2016-10907 · Cited by 180 · see citing works
Nielsen, C. G., Simonsen, H. B., Lund, J., & Hesselholt, M. (1999) · The Veterinary Journal · doi:10.1053/tvjl.1998.0284 · Cited by 163 · see citing works
Automated monitoring of behavioural-based animal welfare indicators
Rushen, J., Chapinal, N., & de Passilé, A. (2012) · Animal Welfare · doi:10.7120/09627286.21.3.339 · Cited by 161 · see citing works
Sickness behavior in dairy cows during Escherichia coli mastitis
Fogsgaard, K. K., Røntved, C. M., Sørensen, P. B., & Herskin, M. S. (2012) · Journal of Dairy Science · doi:10.3168/jds.2011-4350 · Cited by 158 · see citing works
Stewart, M., Stookey, J. M., Stafford, K., Tucker, C. B., Rogers, A. R., Dowling, S. K., Verkerk, G. A., Schaefer, A. L., & Webster, J. R. (2009) · Journal of Dairy Science · doi:10.3168/jds.2008-1578 · Cited by 150 · see citing works
Heart rate variability in dairy cows—influences of breed and milking system
Hagen, K., Langbein, J., Schmied, C., Lexer, D., & Waiblinger, S. (2005) · Physiology & Behavior · doi:10.1016/j.physbeh.2005.03.019 · Cited by 149 · see citing works
Borchers, M. R., & Bewley, J. M. (2015) · Journal of Dairy Science · doi:10.3168/jds.2014-8963 · Cited by 148 · see citing works
Play behavior as an indicator of animal welfare: Disbudding in dairy calves
Mintline, E. M., Stewart, M., Rogers, A. R., Cox, N. R., Verkerk, G. A., Stookey, J. M., Webster, J. R., & Tucker, C. B. (2013) · Applied Animal Behaviour Science · doi:10.1016/j.applanim.2012.12.008 · Cited by 145 · see citing works
Newborn and 5-week-old calves vocalize in response to milk deprivation
Thomas, T. J., Weary, D. M., & Appleby, M. C. (2001) · Applied Animal Behaviour Science · doi:10.1016/s0168-1591(01)00164-2 · Cited by 140 · see citing works
Martins, B. M., Mendes, A. L. C., Silva, L. F., Moreira, T. R., Costa, J. H. C., Rotta, P. P., Chizzotti, M. L., & Marcondes, M. I. (2020) · Livestock Science · doi:10.1016/j.livsci.2020.104054 · Cited by 133 · see citing works
Self-citationDolecheck, K. A., Silvia, W. J., Heersche, G., Chang, Y. M., Ray, D. L., Stone, A. E., Jones, B. W., & Bewley, J. M. (2015) · Journal of Dairy Science · doi:10.3168/jds.2015-9645 · Cited by 124 · see citing works
An Evaluation of Two Management Systems for Rearing Calves Fed Milk Replacer
Kung, L., Demarco, S., Siebenson, L. N., Joyner, E., Haenlein, G. F. W., & Morris, R. M. (1997) · Journal of Dairy Science · doi:10.3168/jds.s0022-0302(97)76206-4 · Cited by 115 · see citing works
Pereira, G. M., Heins, B., & Endres, M. I. (2017) · Journal of Dairy Science · doi:10.3168/jds.2016-12534 · Cited by 114 · see citing works
Barker, Z. E., Diosdado, J. A. V., Codling, E. A., Bell, N. J., Hodges, H. R., Croft, D. P., & Amory, J. (2018) · Journal of Dairy Science · doi:10.3168/jds.2016-12172 · Cited by 112 · see citing works
Short Communication: Identification of Diseased Calves by Use of Data from Automatic Milk Feeders
Svensson, C., & Jensen, M. B. (2007) · Journal of Dairy Science · doi:10.3168/jds.s0022-0302(07)71584-9 · Cited by 111 · see citing works
Optical flow patterns in broiler chicken flocks as automated measures of behaviour and gait
Dawkins, M. S., Lee, H., Waitt, C. D., & Roberts, S. (2009) · Applied Animal Behaviour Science · doi:10.1016/j.applanim.2009.04.009 · Cited by 111 · see citing works
Effect of milk feeding level on development of feeding behavior in dairy calves
Miller-Cushon, E. K., Bergeron, R., Leslie, K. E., & DeVries, T. J. (2012) · Journal of Dairy Science · doi:10.3168/jds.2012-5937 · Cited by 110 · see citing works
Technical note: Evaluation of data loggers for measuring lying behavior in dairy calves
Bonk, S., Burfeind, O., Suthar, V., & Heuwieser, W. (2013) · Journal of Dairy Science · doi:10.3168/jds.2012-6003 · Cited by 108 · see citing works
Optical flow, flock behaviour and chicken welfare
Dawkins, M. S., Cain, R., & Roberts, S. (2012) · Animal Behaviour · doi:10.1016/j.anbehav.2012.04.036 · Cited by 107 · see citing works
Halachmi, I., & Guarino, M. (2016) · animal · doi:10.1017/s1751731116001142 · Cited by 106 · see citing works
Real-time recognition of sick pig cough sounds
Exadaktylos, V., Silva, M., Aerts, J., Taylor, C. J., & Berckmans, D. (2008) · Computers and Electronics in Agriculture · doi:10.1016/j.compag.2008.02.010 · Cited by 100 · see citing works
Personality is associated with feeding behavior and performance in dairy calves
Neave, H. W., Costa, J. H. C., Weary, D. M., & von Keyserlingk, M. A. G. (2018) · Journal of Dairy Science · doi:10.3168/jds.2017-14248 · Cited by 97 · see citing works
Self-citationShort communication: Effect of calf starter on rumen pH of Holstein dairy calves at weaning
Laarman, A. H., & Oba, M. (2011) · Journal of Dairy Science · doi:10.3168/jds.2011-4273 · Cited by 96 · see citing works
Characterization of Dutch dairy farms using sensor systems for cow management
Steeneveld, W., & Hogeveen, H. (2014) · Journal of Dairy Science · doi:10.3168/jds.2014-8595 · Cited by 95 · see citing works
Trénel, P., Jensen, M. B., Decker, E., & Skjøth, F. (2009) · Journal of Dairy Science · doi:10.3168/jds.2009-2040 · Cited by 93 · see citing works
Sutherland, M. A., Lowe, G. L., Huddart, F. J., Waas, J. R., & Stewart, M. (2018) · Journal of Dairy Science · doi:10.3168/jds.2017-14207 · Cited by 92 · see citing works
Symposium review: Scientific assessment of affective states in dairy cattle
Ede, T., Lecorps, B., von Keyserlingk, M. A. G., & Weary, D. M. (2019) · Journal of Dairy Science · doi:10.3168/jds.2019-16325 · Cited by 92 · see citing works
Technical note: Evaluation of a system for monitoring rumination in heifers and calves
Burfeind, O., Schirmann, K., von Keyserlingk, M. A. G., Veira, D. M., Weary, D. M., & Heuwieser, W. (2010) · Journal of Dairy Science · doi:10.3168/jds.2010-3239 · Cited by 91 · see citing works
Laarman, A. H., Sugino, T., & Oba, M. (2012) · Journal of Dairy Science · doi:10.3168/jds.2011-4822 · Cited by 88 · see citing works
Jensen, M. B. (2004) · Journal of Dairy Science · doi:10.3168/jds.s0022-0302(04)73478-5 · Cited by 87 · see citing works
Automated measurement of changes in feeding behavior of milk-fed calves associated with illness
Borderas, T. F., Rushen, J., von Keyserlingk, M. A. G., & de Passillé, A. M. B. (2009) · Journal of Dairy Science · doi:10.3168/jds.2009-2109 · Cited by 82 · see citing works
Dominiak, K. N., & Kristensen, A. R. (2016) · Computers and Electronics in Agriculture · doi:10.1016/j.compag.2016.12.008 · Cited by 82 · see citing works
Invited review: Big Data in precision dairy farming
Lokhorst, C., de Mol, R. M., & Kamphuis, C. (2019) · animal · doi:10.1017/s1751731118003439 · Cited by 80 · see citing works
Jensen, M. B. (2006) · Journal of Dairy Science · doi:10.3168/jds.s0022-0302(06)72084-7 · Cited by 78 · see citing works
Steele, M. A., Doelman, J., Leal, L. N., Soberon, F., Carson, M., & Metcalf, J. A. (2017) · Journal of Dairy Science · doi:10.3168/jds.2016-12310 · Cited by 78 · see citing works
Medrano-Galarza, C., LeBlanc, S. J., DeVries, T. J., Jones‐Bitton, A., Rushen, J., de Passille, A. M., & Haley, D. B. (2017) · Journal of Dairy Science · doi:10.3168/jds.2016-12273 · Cited by 78 · see citing works
Infrared Thermography—A Non-Invasive Method of Measuring Respiration Rate in Calves
Lowe, G. L., Sutherland, M. A., Waas, J., Schaefer, A. L., Cox, N. R., & Stewart, M. (2019) · Animals · doi:10.3390/ani9080535 · Cited by 76 · see citing works
Evaluation of two-dimensional accelerometers to monitor behavior of beef calves after castration
White, B. J., Coetzee, J. F., Renter, D. G., Babcock, A. H., Thomson, D. U., & Andresen, D. (2008) · American Journal of Veterinary Research · doi:10.2460/ajvr.69.8.1005 · Cited by 72 · see citing works
Assessing Activity and Location of Individual Laying Hens in Large Groups Using Modern Technology
Siegford, J. M., Berezowski, J. A., Biswas, S. K., Daigle, C. L., Gebhardt‐Henrich, S. G., Hernandez, C. E., Thurner, S., & Toscano, M. J. (2016) · Animals · doi:10.3390/ani6020010 · Cited by 72 · see citing works
Knauer, W. A., Godden, S. M., Dietrich, A., & James, R. E. (2017) · Journal of Dairy Science · doi:10.3168/jds.2016-12372 · Cited by 71 · see citing works
Horvath, K. C., & Miller-Cushon, E. K. (2019) · Journal of Dairy Science · doi:10.3168/jds.2018-15460 · Cited by 68 · see citing works
Physiological and behavioral responses as indicators for early disease detection in dairy calves
Lowe, G. L., Sutherland, M. A., Waas, J. R., Schaefer, A. L., Cox, N. R., & Stewart, M. (2019) · Journal of Dairy Science · doi:10.3168/jds.2018-15701 · Cited by 68 · see citing works
Perception of emotional valence in horse whinnies
Briefer, E. F., Mandel, R., Maigrot, A.-L., Freymond, S. B., Bachmann, I., & Hillmann, E. (2017) · Frontiers in Zoology · doi:10.1186/s12983-017-0193-1 · Cited by 62 · see citing works
Use of vocalisation to identify sex, age, and distress in pig production
Cordeiro, A. F. D. S., Nääs, I. D. A., Leitão, F. D. S., de Almeida, A. C. M., & de Moura, D. J. (2018) · Biosystems Engineering · doi:10.1016/j.biosystemseng.2018.03.007 · Cited by 61 · see citing works
Evaluating rates of technology adoption and milking practices on New Zealand dairy farms
Edwards, P., Rue, B. T. D., & Jago, J. G. (2014) · Animal Production Science · doi:10.1071/an14065 · Cited by 59 · see citing works
Body Temperature Monitoring Using Subcutaneously Implanted Thermo-loggers from Holstein Steers
Yong Don, L. E. E., Bok, J. D., Lee, H. J., Lee, H. G., Kim, D., Lee, I., Kang, S. K., & Choi, Y. (2015) · Asian-Australasian Journal of Animal Sciences · doi:10.5713/ajas.15.0353 · Cited by 57 · see citing works
Technical note: Use of accelerometers to describe gait patterns in dairy calves
de Passillé, A. M., Jensen, M. B., Chapinal, N., & Rushen, J. (2010) · Journal of Dairy Science · doi:10.3168/jds.2009-2758 · Cited by 57 · see citing works
Dennis, T. S., Suárez-Mena, F. X., Hill, T. M., Quigley, J. D., Schlotterbeck, R. L., & Hulbert, L. E. (2017) · Journal of Dairy Science · doi:10.3168/jds.2017-13692 · Cited by 55 · see citing works
Benetton, J. B., Neave, H. W., Costa, J. H. C., von Keyserlingk, M. A. G., & Weary, D. M. (2019) · Journal of Dairy Science · doi:10.3168/jds.2018-15830 · Cited by 55 · see citing works
Self-citationThe effects of cold stress on neonatal calves. I. Clinical condition and pathological lesions.
Olson, D. P., Papasian, C. J., & Ritter, R. C. (1980) · PubMed · Cited by 54 · see citing works
Gygax, L., Neisen, G., & Bollhalder, H. (2007) · Computers and Electronics in Agriculture · doi:10.1016/j.compag.2006.12.004 · Cited by 52 · see citing works
Swartz, T. H., McGilliard, M. L., & Petersson‐Wolfe, C. S. (2016) · Journal of Dairy Science · doi:10.3168/jds.2016-11297 · Cited by 52 · see citing works
Zambelis, A., Wolfe, T. M., & Vasseur, E. (2019) · Journal of Dairy Science · doi:10.3168/jds.2018-15766 · Cited by 51 · see citing works
Neave, H. W., Costa, J. H. C., Benetton, J. B., Weary, D. M., & von Keyserlingk, M. A. G. (2019) · Journal of Dairy Science · doi:10.3168/jds.2019-16438 · Cited by 51 · see citing works
Self-citationPempek, J. A., Eastridge, M. L., & Proudfoot, K. L. (2017) · Journal of Dairy Science · doi:10.3168/jds.2016-12180 · Cited by 49 · see citing works
Hokkanen, A., Hänninen, L. T., Tiusanen, J., & Pastell, M. (2011) · Applied Animal Behaviour Science · doi:10.1016/j.applanim.2011.06.016 · Cited by 48 · see citing works
Swartz, T. H., Findlay, A. N., & Petersson‐Wolfe, C. S. (2017) · Journal of Dairy Science · doi:10.3168/jds.2016-12280 · Cited by 48 · see citing works
Knauer, W. A., Godden, S., Dietrich, A. M., Hawkins, D. M., & James, R. E. (2018) · Journal of Dairy Science · doi:10.3168/jds.2017-13947 · Cited by 48 · see citing works
Calves Use an Automated Brush and a Hanging Rope When Pair-Housed
Zobel, G., Neave, H. W., Henderson, H. V., & Webster, J. R. (2017) · Animals · doi:10.3390/ani7110084 · Cited by 47 · see citing works
Self-citationCough sound description in relation to respiratory diseases in dairy calves
Ferrari, S., Piccinini, R., Silva, M., Exadaktylos, V., Berckmans, D., & Guarino, M. (2010) · Preventive Veterinary Medicine · doi:10.1016/j.prevetmed.2010.06.013 · Cited by 45 · see citing works
Behavioral changes in group-housed dairy calves infected with Mannheimia haemolytica
Hixson, C. L., Krawczel, P. D., Caldwell, J. M., & Miller-Cushon, E. K. (2018) · Journal of Dairy Science · doi:10.3168/jds.2018-14832 · Cited by 45 · see citing works
Cantor, M. C., Costa, J. H. C., & Bewley, J. M. (2018) · Animals · doi:10.3390/ani8110194 · Cited by 44 · see citing works
Self-citationCategorical perception in animal communication and decision-making
Green, P., Brandley, N. C., & Nowicki, S. (2020) · Behavioral Ecology · doi:10.1093/beheco/araa004 · Cited by 44 · see citing works
Roland, L., Schweinzer, V., Kanz, P., Sattlecker, G., Kickinger, F., Lidauer, L., Berger, A., Auer, W., Mayer, J., Sturm, V., et al. (2018) · Journal of Dairy Science · doi:10.3168/jds.2018-14720 · Cited by 43 · see citing works
Technical note: Evaluation of an ear-attached real-time location monitoring system
Wolfger, B., Jones, B. W., Orsel, K., & Bewley, J. M. (2016) · Journal of Dairy Science · doi:10.3168/jds.2016-11527 · Cited by 42 · see citing works
Finney, G. A., Gordon, A. W., Scoley, G., & Morrison, S. J. (2018) · Livestock Science · doi:10.1016/j.livsci.2018.05.014 · Cited by 40 · see citing works
Kim, Y., Toji, N., Kizaki, K., Kushibiki, S., ICHIJO, T., & Sato, S. (2016) · Physiological Genomics · doi:10.1152/physiolgenomics.00086.2016 · Cited by 39 · see citing works
Using behavior as an early predictor of sickness in veal calves
Belaid, M. A., Rodríguez-Prado, M., Rodriguez-Prado, D. V., Chevaux, E., & Calsamiglia, S. (2019) · Journal of Dairy Science · doi:10.3168/jds.2019-16887 · Cited by 36 · see citing works
Hill, T. M., Bateman, H. G., Suárez-Mena, F. X., Dennis, T. S., & Schlotterbeck, R. L. (2016) · Journal of Dairy Science · doi:10.3168/jds.2016-10994 · Cited by 35 · see citing works
Heart rate variability: a biomarker of dairy calf welfare
Clapp, J. B., Croarkin, S., Dolphin, C., & Lyons, S. K. (2014) · Animal Production Science · doi:10.1071/an14093 · Cited by 33 · see citing works
Prediction of feather damage in laying hens using optical flows and Markov models
Lee, H., Roberts, S., Drake, K. A., & Dawkins, M. S. (2010) · Journal of The Royal Society Interface · doi:10.1098/rsif.2010.0268 · Cited by 33 · see citing works
Toaff-Rosenstein, R. L., Gershwin, L. J., Zanella, A. J., & Tucker, C. B. (2016) · Applied Animal Behaviour Science · doi:10.1016/j.applanim.2016.05.016 · Cited by 32 · see citing works
Roland, L., Lidauer, L., Sattlecker, G., Kickinger, F., Auer, W., Sturm, V., Efrosinin, D., Drillich, M., & Iwersen, M. (2018) · Computers and Electronics in Agriculture · doi:10.1016/j.compag.2018.01.008 · Cited by 32 · see citing works
Introduction to Machine Learning
Mor, L. (2022) · International Journal of Science and Research (IJSR) · doi:10.21275/sr22328110600 · Cited by 32 · see citing works
Toaff-Rosenstein, R. L., Velez, M., & Tucker, C. B. (2017) · Journal of Dairy Science · doi:10.3168/jds.2017-12984 · Cited by 31 · see citing works
Lowe, G. L., Brendan Mccane, A., Sutherland, M. A., Waas, J., Schaefer, A. L., Cox, N. R., & Stewart, M. (2020) · Animals · doi:10.3390/ani10020292 · Cited by 30 · see citing works
Hill, T. M., Suárez-Mena, F. X., Hu, W., Dennis, T. S., Schlotterbeck, R. L., Timms, L. L., & Hulbert, L. E. (2017) · The Professional Animal Scientist · doi:10.15232/pas.2017-01623 · Cited by 29 · see citing works
Online detection and localisation of piglet crushing using vocalisation analysis and context data
Manteuffel, C., Hartung, E., Schmidt, M., Hoffmann, G., & Schön, P. C. (2017) · Computers and Electronics in Agriculture · doi:10.1016/j.compag.2016.12.017 · Cited by 27 · see citing works
Studds, M. J., Deikun, L. L., Sorter, D. E., Pempek, J. A., & Proudfoot, K. L. (2018) · Journal of Dairy Science · doi:10.3168/jds.2018-15003 · Cited by 27 · see citing works
Rushen, J., Wright, R., Johnsen, J. F., Mejdell, C. M., & de Passille, A. M. (2016) · Applied Animal Behaviour Science · doi:10.1016/j.applanim.2016.01.023 · Cited by 26 · see citing works
Lopreiato, V., Minuti, A., Piccioli-Cappelli, F., Vailati-Riboni, M., Britti, D., Trevisi, E., & Morittu, V. M. (2018) · Livestock Science · doi:10.1016/j.livsci.2018.04.010 · Cited by 26 · see citing works
Cantor, M. C., Stanton, A., Combs, D. K., & Costa, J. H. C. (2019) · Journal of Animal Science · doi:10.1093/jas/skz034 · Cited by 25 · see citing works
Self-citationUtilization of Optical Flow Algorithms to Monitor Development of Tail Biting Outbreaks in Pigs
Li, Y. Z., Johnston, L. J., & Dawkins, M. S. (2020) · Animals · doi:10.3390/ani10020323 · Cited by 25 · see citing works
Which measures of acceleration best estimate the duration of locomotor play by dairy calves?
Luu, J., Johnsen, J. F., de Passille, A. M., & Rushen, J. (2013) · Applied Animal Behaviour Science · doi:10.1016/j.applanim.2013.07.004 · Cited by 24 · see citing works
Reynolds, M. A., Borchers, M. R., Davidson, J. A., Bradley, C. M., & Bewley, J. M. (2019) · Journal of Dairy Science · doi:10.3168/jds.2018-15635 · Cited by 23 · see citing works
McCorkell, R. B., Wynne‐Edwards, K. E., Windeyer, C., & Schaefer, A. L. (2014) · PubMed Central · Cited by 22 · see citing works
Use of a mechanical brush by dairy cows with chorioptic mange
Moncada, A. C., Neave, H. W., von Keyserlingk, M. A. G., & Weary, D. M. (2019) · Applied Animal Behaviour Science · doi:10.1016/j.applanim.2019.104925 · Cited by 22 · see citing works
Self-citationTechnical note: Evaluation of an automatic system for monitoring rumination time in weaning calves
Rodrigues, J. P. P., Pereira, L. G. R., Neto, H. D. C. D., Lombardi, M. C., Lage, C. F. D. A., Coelho, S. G., Sacramento, J. P., Machado, F. S., Tomich, T. R., Maurício, R. M., et al. (2018) · Livestock Science · doi:10.1016/j.livsci.2018.11.017 · Cited by 21 · see citing works
Effects of metritis on stall use and social behavior at the lying stall
Lomb, J., Weary, D. M., Mills, K. E., & von Keyserlingk, M. A. G. (2018) · Journal of Dairy Science · doi:10.3168/jds.2017-14149 · Cited by 21 · see citing works
Traulsen, I., Breitenberger, S., Auer, W., Stamer, E., Müller, K., & Krieter, J. (2016) · animal · doi:10.1017/s175173111500302x · Cited by 20 · see citing works
Knauer, W. A., Godden, S., & McDonald, N. (2016) · Journal of Dairy Science · doi:10.3168/jds.2015-10770 · Cited by 19 · see citing works
Byrd, C. J., Craig, B. Α., Eicher, S. D., Radcliffe, J. S., & Lay, D. C., Jr. (2019) · Journal of Dairy Science · doi:10.3168/jds.2018-15948 · Cited by 18 · see citing works
Cantor, M. C., Pertuisel, C. H., & Costa, J. H. C. (2019) · Journal of Dairy Science · doi:10.3168/jds.2019-16918 · Cited by 18 · see citing works
Self-citationWolfger, B., Mang, A. V., Cook, N. J., Orsel, K., & Timsit, E. (2015) · Journal of Animal Science · doi:10.2527/jas.2015-8947 · Cited by 15 · see citing works
A Technique for Securing A Temperature Probe Adjacent to the Tympanic Membrane in Bovine
Wiersma, F., & Stott, G. H. (1983) · Transactions of the ASAE · doi:10.13031/2013.33901 · Cited by 14 · see citing works
Eslamizad, M., Tümmler, L.-M., Derno, M., Hoch, M., & Kuhla, B. (2018) · Journal of Animal Science · doi:10.1093/jas/sky337 · Cited by 14 · see citing works
Crowding of dairy cows in a cubicle barn during the hot summer months
ERBEZ, M., Bøe, K. E., Falta, D., & Chládek, G. (2012) · Archives animal breeding/Archiv für Tierzucht · doi:10.5194/aab-55-325-2012 · Cited by 12 · see citing works
Nielsen, P. P., Jensen, M. B., Halekoh, U., & Lidfors, L. (2017) · Applied Animal Behaviour Science · doi:10.1016/j.applanim.2017.11.012 · Cited by 11 · see citing works
Falk, M. L., Cantor, M. C., Costa, J. H. C., Hayes, M. D., & Jackson, J. (2018) · doi:10.13031/iles.18-107 · Cited by 6 · see citing works
Self-citationWelboren, A. C., Leal, L. N., Steele, M. A., Khan, A., & Martín‐Tereso, J. (2018) · Journal of Animal Science · doi:10.1093/jas/sky404.981 · Cited by 3 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- [101]101. Song, X., J. Schuttea, P. van der Tol, F. van Halsema, and P. G. Koerkampa. 2014. Body measurements of dairy calf using a 3-D camera in an automatic feeding system. Pages 6-10 in Proc. In- ternational Conference of Agricultural Engineering. Swiss Federal Institute of Technology, Lausanne, Switzerland.
Cited by
Sorted by citations
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 finding is based on comparisons with parameters such as a core temperature above 40 ◦ C, a clinical score over 3, and white blood cell/neutrophil-lymphocyte ratios below 0.1 or above 0.8 for leucopenia or neutrophilia, respectively [75,78].”
MethodInfluentialCarslake, C., Vázquez-Diosdado, J. A., & Kaler, J. (2020) · Sensors · doi:10.3390/s21010088 · Cited by 62 · see citing works
Edan, Y., Adamides, G., & Oberti, R. (2023) · Springer handbooks · doi:10.1007/978-3-030-96729-1_49 · Cited by 56 · see citing works
Cantor, M. C., & Costa, J. H. C. (2022) · Journal of Dairy Science · doi:10.3168/jds.2021-20798 · Cited by 55 · see citing works
Self-citationMenezes, G. L., Mazon, G., Ferreira, R. E. P., Cabrera, V. E., & Dórea, J. R. R. (2024) · Animal Frontiers · doi:10.1093/af/vfae048 · Cited by 54 · see citing works
Dairy Cows Activity under Heat Stress: A Case Study in Spain
Ramón-Moragues, A., Carulla, P., Mínguez, C., Villagrá, A., & Estellés, F. (2021) · Animals · doi:10.3390/ani11082305 · Cited by 51 · see citing works
Tschoner, T. (2021) · Animals · doi:10.3390/ani11051235 · Cited by 47 · see citing works
Sun, D.-S., Webb, L., van der Tol, P. V. D., & van Reenen, K. (2021) · Frontiers in Veterinary Science · doi:10.3389/fvets.2021.761468 · Cited by 40 · see citing works
Cantor, M. C., Casella, E., Silvestri, S., Renaud, D. L., & Costa, J. H. C. (2022) · Frontiers in Animal Science · doi:10.3389/fanim.2022.852359 · Cited by 38 · see citing works
Self-citationLiterature Review on Technological Applications to Monitor and Evaluate Calves’ Health and Welfare
Silva, F. G., Conceição, C., Pereira, A. M. F., Cerqueira, J. O. L., & Silva, S. R. (2023) · Animals · doi:10.3390/ani13071148 · Cited by 38 · see citing works
A Machine Learning and Optimization Framework for the Early Diagnosis of Bovine Respiratory Disease
Casella, E., Cantor, M. C., Setser, M. M. W., Silvestri, S., & Costa, J. H. C. (2023) · IEEE Access · doi:10.1109/access.2023.3291348 · Cited by 33 · see citing works
Self-citationPredicting morbidity and mortality using automated milk feeders: A scoping review
Morrison, J., Renaud, D. L., Churchill, K. J., Costa, J. H. C., Steele, M. A., & Winder, C. B. (2021) · Journal of Dairy Science · doi:10.3168/jds.2020-19645 · Cited by 30 · see citing works
Self-citationCantor, M. C., Renaud, D. L., Neave, H. W., & Costa, J. H. C. (2022) · Scientific Reports · doi:10.1038/s41598-022-08131-1 · Cited by 25 · see citing works
Self-citationGhaffari, M. H., Monneret, A., Hammon, H. M., Post, C., Müller, U., Frieten, D., Gerbert, C., Dusel, G., & Koch, C. (2022) · Journal of Dairy Science · doi:10.3168/jds.2021-21547 · Cited by 24 · see citing works
The Utility of Automated Milk Feeders in the Detection of Diseased Pre-weaned Dairy Calves
Conboy, M. (2021) · The Atrium (University of Guelph) · doi:10.3168/jds.2021-20137
Self-citationDoidge, C., Ånestad, L. M., Burrell, A., Frössling, J., Palczynski, L. J., Pardon, B., Veldhuis, A. M. B., Bokma, J., Carmo, L. P., Hopp, P., et al. (2024) · Journal of Dairy Science · doi:10.3168/jds.2024-24155 · Cited by 21 · see citing works
Bushby, E. V., Thomas, M., Vázquez-Diosdado, J. A., Occhiuto, F., & Kaler, J. (2024) · Scientific Reports · doi:10.1038/s41598-024-58206-4 · Cited by 20 · see citing works
Pacheco, H. A., Hernández, R. O., Chen, S., Neave, H. W., Pempek, J. A., & Brito, L. F. (2024) · Journal of Dairy Science · doi:10.3168/jds.2024-24953 · Cited by 20 · see citing works
Self-citationSetser, M. M. W., Neave, H. W., & Costa, J. H. C. (2023) · Applied Animal Behaviour Science · doi:10.1016/j.applanim.2023.106081 · Cited by 19 · see citing works
Self-citationReview: Using animal welfare to frame discussion on dairy farm technology
Weary, D. M., & von Keyserlingk, M. A. G. (2023) · animal · doi:10.1016/j.animal.2023.100836 · Cited by 18 · see citing works
Social networks respond to a disease challenge in calves
Burke, K. C., do Nascimento-Emond, S., Hixson, C. L., & Miller-Cushon, E. K. (2022) · Scientific Reports · doi:10.1038/s41598-022-13088-2 · Cited by 17 · see citing works
Perttu, R. K., Peiter, M., Bresolin, T., Dórea, J. R. R., & Endres, M. I. (2022) · Journal of Dairy Science · doi:10.3168/jds.2022-22043 · Cited by 16 · see citing works
A Review of Animal-Based Welfare Indicators for Calves and Cattle
Harris, S., Shallcrass, M., & Cohen, S. (2024) · Ruminants · doi:10.3390/ruminants4040040 · Cited by 14 · see citing works
Invited review: Future directions for cow-calf contact research and sustainable on-farm applications
Whalin, L., Barth, K., Bertelsen, M., Bokkers, E. A. M., Ferneborg, S., Haskell, M. J., Ivemeyer, S., Jensen, M. B., Johanssen, J. R. E., Mejdell, C. M., et al. (2025) · Journal of Dairy Science · doi:10.3168/jds.2024-26201 · Cited by 15 · see citing works
Self-citationExploring the data divide through a social practice lens: A qualitative study of UK cattle farmers
Doidge, C., Palczynski, L. J., Zhou, X. L., Bearth, A., Schaik, G. V., & Kaler, J. (2023) · Preventive Veterinary Medicine · doi:10.1016/j.prevetmed.2023.106030 · Cited by 14 · see citing works
Case-control study of behavior data from automated milk feeders in healthy or diseased dairy calves
Morrison, J., Winder, C. B., Medrano-Galarza, C., Denis, P., Haley, D. B., LeBlanc, S. J., Costa, J. H. C., Steele, M. A., & Renaud, D. L. (2022) · JDS Communications · doi:10.3168/jdsc.2021-0153 · Cited by 13 · see citing works
Self-citationMichalski, E., Setser, M. M. W., Mazon, G., Neave, H. W., & Costa, J. H. C. (2023) · Frontiers in Animal Science · doi:10.3389/fanim.2022.1097503 · Cited by 13 · see citing works
Self-citationWilson, D. J., Saraceni, J., Roche, S. M., Pempek, J. A., Habing, G. G., Proudfoot, K. L., & Renaud, D. L. (2023) · Journal of Dairy Science · doi:10.3168/jds.2023-23703 · Cited by 13 · see citing works
Lowe, G. L., Sutherland, M. A., Stewart, M., Waas, J. R., Cox, N. R., & Schütz, K. E. (2022) · Journal of Dairy Science · doi:10.3168/jds.2021-21304 · Cited by 11 · see citing works
Mg, W. H. E., Zin, T. T., Tin, P., Aikawa, M., Honkawa, K., & Horii, Y. (2025) · Scientific Reports · doi:10.1038/s41598-025-85932-0 · Cited by 11 · see citing works
Cost-aware Inference of Bovine Respiratory Disease in Calves using Precision Livestock Technology
Casella, E., Cantor, M. C., Silvestri, S., Renaud, D. L., & Costa, J. H. C. (2022) · International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT) · doi:10.1109/dcoss54816.2022.00031 · Cited by 11 · see citing works
Self-citationMg, W. H. E., Zin, T. T., Tin, P., Aikawa, M., Honkawa, K., & Horii, Y. (2025) · IEEE Open Journal of the Industrial Electronics Society · doi:10.1109/ojies.2025.3533663 · Cited by 10 · see citing works
Renaud, D. L., Hare, K. S., Wood, K. M., Steele, M. A., & Cantor, M. C. (2022) · JDS Communications · doi:10.3168/jdsc.2021-0190 · Cited by 10 · see citing works
Self-citationAnalyzing Cattle Activity Patterns with Ear Tag Accelerometer Data
Hu, S., Reverter, A., Arablouei, R., Bishop-Hurley, G. J., McNally, J., Alvarenga, F. A. P., & Ingham, A. B. (2024) · Animals · doi:10.3390/ani14020301 · Cited by 10 · see citing works
Predicting bite rate of grazing cattle from accelerometry data via semi-supervised regression
Hu, S., Arablouei, R., Bishop-Hurley, G. J., Reverter, A., & Ingham, A. B. (2023) · Smart Agricultural Technology · doi:10.1016/j.atech.2023.100256 · Cited by 9 · see citing works
Review: Opportunities and challenges for the genetic selection of dairy calf disease traits
Lynch, C., Leishman, E. M., Miglior, F., Kelton, D. F., Schenkel, F. S., & Baes, C. F. (2024) · animal · doi:10.1016/j.animal.2024.101141 · Cited by 9 · see citing works
Welk, A., Cantor, M. C., Neave, H. W., Costa, J. H. C., Morrison, J., Winder, C. B., & Renaud, D. L. (2024) · Journal of Dairy Science · doi:10.3168/jds.2024-25413 · Cited by 8 · see citing works
Self-citationOcchiuto, F., Vázquez-Diosdado, J. A., Thomas, M., Gayner, E. R., King, A. J., & Kaler, J. (2025) · Scientific Reports · doi:10.1038/s41598-025-88129-7 · Cited by 8 · see citing works
Quddus, R. A., Ahmad, N., Khalique, A., & BHATTI, J. A. (2022) · Animals · doi:10.3390/ani12050578 · Cited by 8 · see citing works
Riley, B. B., Duthie, C.-A., Corbishley, A., Mason, C., Bowen, J. M., Bell, D. J., & Haskell, M. J. (2023) · Frontiers in Veterinary Science · doi:10.3389/fvets.2023.1204580 · Cited by 7 · see citing works
Computer vision systems for monitoring hutch-housed dairy calves
Negreiro, A., Bresolin, T., Ferreira, R. E. P., Dado-Senn, B., Os, J. M. C. V., Laporta, J., & Dórea, J. R. R. (2025) · Journal of Dairy Science · doi:10.3168/jds.2025-26267 · Cited by 7 · see citing works
Lee, A., Brause, M., Foy, D., & Cantor, M. C. (2025) · animal · doi:10.1016/j.animal.2025.101613 · Cited by 9 · see citing works
Self-citationBurke, K. C., Gingerich, K. N., & Miller-Cushon, E. K. (2024) · Applied Animal Behaviour Science · doi:10.1016/j.applanim.2024.106169 · Cited by 7 · see citing works
Maurmann, I., Greiner, B., von Korn, S., & Bernau, M. (2021) · Animals · doi:10.3390/ani11082370 · Cited by 7 · see citing works
Ruminant health research – progress to date and future prospects, with an emphasis on Irish research
Mee, J. F., Barrett, D. J., Boloña, P. S., Conneely, M., Earley, B., Fagan, S., Keane, O. M., & Lane, E. A. (2022) · Irish Journal of Agricultural and Food Research · doi:10.15212/ijafr-2020-0150 · Cited by 8 · see citing works
White, B. J., Goehl, D. R., McMeniman, J. P., Batterham, T., Booker, C. W., & McMullen, C. (2023) · Animals · doi:10.3390/ani13233692 · Cited by 6 · see citing works
Effects of space allowance on patterns of activity in group-housed dairy calves
Marin, M. B. U., Gingerich, K. N., Wang, J., Yu, H., & Miller-Cushon, E. K. (2024) · JDS Communications · doi:10.3168/jdsc.2023-0486 · Cited by 6 · see citing works
Doidge, C., Burrell, A., van Schaik, G., & Kaler, J. (2024) · animal · doi:10.1016/j.animal.2024.101124 · Cited by 6 · see citing works
Debruyne, F., Bokma, J., Staessens, T., Fernández, A. P., Berckmans, D., Pardon, B., & Steenkiste, G. V. (2024) · Computers and Electronics in Agriculture · doi:10.1016/j.compag.2024.108765 · Cited by 5 · see citing works
Lovatti, J. V. R., Dijkinga, K. A., Aires, J. F., Garrido, L. F. C., Costa, J. H. C., & Daros, R. R. (2024) · JDS Communications · doi:10.3168/jdsc.2023-0467 · Cited by 5 · see citing works
Self-citationKim, S., Jin, X.-C., Bharanidharan, R., & Kim, N. Y. (2024) · Animals · doi:10.3390/ani14223278 · Cited by 5 · see citing works
Furukawa, E., Ozawa, T., Higaki, S., Suda, T., Sasaki, Y., Murayama, K., Noguchi, M., & Yoshioka, K. (2024) · JDS Communications · doi:10.3168/jdsc.2023-0515 · Cited by 5 · see citing works
Measuring minds: Understanding the mental states of dairy cattle in different management conditions
Neave, H. W. (2025) · JDS Communications · doi:10.3168/jdsc.2024-0712 · Cited by 5 · see citing works
Self-citationRuchay, A. N., Guo, H., & Pezzuolo, A. (2026) · Computers and Electronics in Agriculture · doi:10.1016/j.compag.2026.111572 · Cited by 4 · see citing works
Spina, A. A., Lopreiato, V., Britti, D., Minuti, A., Trevisi, E., Tilocca, B., Perri, A., & Morittu, V. M. (2023) · Animals · doi:10.3390/ani14010081 · Cited by 4 · see citing works
Setser, M. M. W., Neave, H. W., & Costa, J. H. C. (2024) · Journal of Dairy Science · doi:10.3168/jds.2023-24514 · Cited by 5 · see citing works
Self-citationPrecision Livestock Farming Technologies for Dairy and Beef Production
Beaver, A., & Rutter, S. M. (2023) · Animal welfare · doi:10.1007/978-3-031-21020-4_11 · Cited by 4 · see citing works
Repeatability and predictability of lying and feeding behaviours in dairy cattle
Thomas, M., Occhiuto, F., Green, M. J., Vázquez-Diosdado, J. A., & Kaler, J. (2024) · Preventive Veterinary Medicine · doi:10.1016/j.prevetmed.2024.106357 · Cited by 4 · see citing works
Sharpe, K. T., & Heins, B. (2023) · Animals · doi:10.3390/ani13111752 · Cited by 4 · see citing works
Sonntag, N., Borchardt, S., Heuwieser, W., & Sutter, F. (2023) · JDS Communications · doi:10.3168/jdsc.2023-0393 · Cited by 3 · see citing works
Spina, A. A., Tortadès, M., Britti, D., Grande, R., & Morittu, V. M. (2024) · Animals · doi:10.3390/ani14192759 · Cited by 3 · see citing works
Detecting play behaviour in weaned dairy calves using accelerometer data
McKay, C., Ellis, K. A., Haskell, M. J., Cousar, H., & Gladden, N. (2024) · Journal of Dairy Research · doi:10.1017/s0022029924000542 · Cited by 3 · see citing works
Thomas, M., Occhiuto, F., Vázquez-Diosdado, J. A., & Kaler, J. (2025) · Animal - science proceedings · doi:10.1016/j.anscip.2026.05.069 · Cited by 2 · see citing works
Impact of early social housing on the play behavior of neonatal and post-weaning dairy calves
McKay, C., Ellis, K. A., Haskell, M. J., & Gladden, N. (2025) · Frontiers in Veterinary Science · doi:10.3389/fvets.2025.1683861 · Cited by 2 · see citing works
Menezes, G. L., Seitz, A., Casella, E., Montes, M. E., Negreiro, A., Higaki, S., Bresolin, T., Rosa, G. J. M., Akins, M. S., & Dórea, J. R. R. (2026) · Journal of Animal Science · doi:10.1093/jas/skag051 · Cited by 2 · see citing works
Regler, F., & Bernhardt, H. (2024) · Agriculture · doi:10.3390/agriculture14020272 · Cited by 2 · see citing works
153 Are male calves lazier than female calves?
Thorup, V. M., Saini, D., Scoley, G., & Morrison, S. J. (2021) · Animal - science proceedings · doi:10.1016/j.anscip.2021.03.154 · Cited by 2 · see citing works
Matamoros, C. I., Bomberger, R., & Harvatine, K. J. (2021) · JDS Communications · doi:10.3168/jdsc.2021-0117 · Cited by 2 · see citing works
Reproductive ability of the Kazakh white-headed cattle in the Republic of Kazakhstan
Гапуевич, Н. Е., Akhmetalieva, A. B., Еркиновна, Н. А., Батыргалиев, Е., Doszhanova, A. O., Arysova, E. A., Галимович, К. Ф., Amerkhanov, K. A., & Dunin, I. M. (2022) · Животноводство и кормопроизводство · doi:10.33284/2658-3135-105-1-39 · Cited by 2 · see citing works
Spina, A. A., Lopreiato, V., Britti, D., Minuti, A., Trevisi, E., & Morittu, V. M. (2023) · Research Square · doi:10.21203/rs.3.rs-3351794/v1 · Cited by 2 · see citing works
Ansätze zur Schmerzbeobachtung bei Kälbern – ein Überblick
Feist, M., & Tschoner, T. (2023) · veterinär spiegel · doi:10.1055/a-2071-0401 · Cited by 1 · see citing works
Update to UK calf management and housing strategies
Mahendran, S. A. (2024) · Livestock · doi:10.12968/live.2024.0014 · Cited by 1 · see citing works
Furukawa, E., Ozawa, T., Matsui, Y., Sasaki, Y., Murayama, K., Noguchi, M., Yoshioka, K., & Higaki, S. (2025) · Smart Agricultural Technology · doi:10.1016/j.atech.2025.101499 · Cited by 1 · see citing works
Ouannes, A. M., Mascret, Q., Petit, É., Bousselmi, A., Gagnon-Turcotte, G., Dallaire, J. A., Gosselin, B. J., & Paquet, É. R. (2025) · Smart Agricultural Technology · doi:10.1016/j.atech.2025.101444 · Cited by 1 · see citing works
A survey of US dairy farmer perception and adoption of precision dairy technologies
Mazon, G., Dórea, J. R. R., & Cabrera, V. E. (2026) · Journal of Dairy Science · doi:10.3168/jds.2025-28219 · Cited by 1 · see citing works
Ли, Б., Ma, M., & Yang, C. (2021) · INMATEH Agricultural Engineering · doi:10.35633/inmateh-65-18 · Cited by 1 · see citing works
Adapting buffalo calves to automated milk feeding: initial observations and future implications
Sannino, M., Serrapica, F., Faugno, S., Masucci, F., Scalera, G., Rosa, G. D., Fiorentino, C., & Francia, A. D. (2024) · Italian Journal of Animal Science · doi:10.1080/1828051x.2024.2398166 · Cited by 1 · see citing works
Wilson, D. J., Parker, E. M., Portillo-Gonzalez, R., Ruegg, P. L., & Habing, G. G. (2025) · Journal of Dairy Science · doi:10.3168/jds.2024-25302 · Cited by 1 · see citing works
IoT-Enabled Device for Predictive Monitoring and Disease Management in Cow
Chandralekha, E., Dhineesh, I., Reddy, G. L., & Ganesh, T. (2025) · International Conference on Self Sustainable Artificial Intelligence Systems (ICSSAS) · doi:10.1109/icssas66150.2025.11081385 · Cited by 1 · see citing works
Utilizing Automated Milk Feeders to Predict Morbidity and Mortality in Preweaned Dairy Calves
Morrison, J. (2021) · The Atrium (University of Guelph)
Management and Nutritional Factors that Influence Weaning Success of Dairy Calves
Parsons, S. D. (2021) · The Atrium (University of Guelph)
Dairy producer views on calf rearing
Russell, E. R. (2021) · cIRcle (University of British Columbia) · doi:10.14288/1.0401962
Cook, J. (2022) · SSRN Electronic Journal · doi:10.2139/ssrn.4109866
Piras, P. R. F., Cerqueira, R. D. S., FERREIRA, I. M., & FILHO, H. R. D. O. (2023) · Brazilian Congress of Engineering Education (COBENGE) · doi:10.37702/2175-957x.cobenge.2023.4530
Adaptation of buffalo calves to a new automatic milk feeder
Sannino, M., Topa, V., Piscopo, R., & Faugno, S. (2023) · ACTA IMEKO · doi:10.21014/actaimeko.v12i4.1690
The relationship between ruminal mat consistency of calves and mortality or immunity
Abe, S., Suzuki, K., Sasaki, Y., & Yasuda, M. (2025) · Scientific Reports · doi:10.1038/s41598-025-02398-w
Gottwald, K. R. K., McArt, J. A. A., Bhattacharjee, T., & von Konigslow, T. E. (2025) · JDS Communications · doi:10.3168/jdsc.2025-0787
Chen, S., Maskal, J. M., Graham, J. R., de Oliveira, H. R., Boerman, J. P., Kalbaugh, K., Rosa, G. J. M., & Brito, L. F. (2025) · Journal of Dairy Science · doi:10.3168/jds.2025-26680
The association between transition management and modelled milk yield in multiparous dairy cows
Salamone, M., Hostens, M., Canniere, E., Goossens, T., van Beest, V. W., van Gasteren, T., OPSOMER, G., Aernouts, B., & Adriaens, I. (2026) · Biosystems Engineering · doi:10.1016/j.biosystemseng.2025.104382
Welk, A., Lieftink, M., & Renaud, D. L. (2026) · Journal of Dairy Science · doi:10.3168/jds.2025-27742
Rodríguez, J. R. G., Vergara, A. R. P., Lagunes, J. L., Robles, R. C. C., Orozco, T. A. G., Aguilar, X. G. M., Peñalosa, P. V., Hernandez-Calva, L. M., Manjarrez, E. V. A., Murillo, V. E. V., et al. (2026) · Revista de Geopolítica · doi:10.56238/revgeov17n3-120
Phillips, A. G. R., Makanjuola, B. O., Miglior, F., Schenkel, F. S., Steele, M. A., Baes, C. F., & Jahnel, R. E. (2026) · Journal of Dairy Science · doi:10.3168/jds.2025-27356
An Edge AI-Powered Health Monitoring System for Dairy Cattle
Devi, P. P., Krishna, N. V., Prudhvi, N. V. S., & Kumar, S. D. (2026) · International Conference on Emerging Trends and Innovations in ICT (ICEI) · doi:10.1109/icei65890.2026.11447804
Genetic analysis of feed efficiency traits in Holstein dairy calves
Phillips, A. G. R., Makanjuola, B. O., Hermisdorff, Í. D. C., Steele, M. A., Miglior, F., Schenkel, F. S., Baes, C. F., & Jahnel, R. E. (2026) · Journal of Dairy Science · doi:10.3168/jds.2025-27869
Effects of different milk allowances on the behavior and liveweight of Holstein-Friesian bull calves
McDonald, A. G., Painting, C. J., Cvc, P., Pinxterhuis, J. B., Cox, N. R., & Schütz, K. E. (2026) · Journal of Dairy Science · doi:10.3168/jds.2025-27965 · Cited by 1 · see citing works
Adoption of digital technologies to promote animal welfare data exchange in agri-food value chains
Schlereth, N., Frick, F., Abate-Kassa, G., & Sauer, J. (2026) · Agricultural Systems · doi:10.1016/j.agsy.2026.104889
Chan, C. W., Marina, H., Högberg, N., & Wegner, C. S. (2026) · Applied Animal Behaviour Science · doi:10.1016/j.applanim.2026.107175
- Authors
- Costa, J. H. C., Cantor, M. C., & Neave, H. W.
- Affiliations
- University of Kentucky (US)
- AgResearch (NZ)
- Corresponding author
- Costa, Joao H.C.
- Venue
- Journal of Dairy Science
- Publisher
- American Dairy Science Association
- Published
- 2021-01
- Volume
- 104
- Issue
- 1
- Pages
- 1203-1219
- ISSN
- 0022-0302 (ISSN-L)
- OpenAlex
- W3044492668
- Cited by
- 98
- References
- 122
- Citations by year
- 2026: 12 · 2025: 16 · 2024: 23 · 2023: 20 · 2022: 14 · 2021: 12 · 2020: 1
- FWCI
- 11.21
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Journal of Dairy Science (publishedVersion)
- PubMed (publishedVersion)
- ScholarSphere (Penn State Libraries) (submittedVersion, cc-by)
- Funders
- U.S. Department of Agriculture (KY007100)
- University of Kentucky
- Topics
- Health Sciences › Veterinary › Small Animals › Animal Behavior and Welfare Studies
- Life Sciences › Agricultural and Biological Sciences › Plant Science › Smart Agriculture and AI
- Health Sciences › Veterinary › Small Animals › Animal health and immunology
- Keywords
- dairy calves, animal behavior monitoring, accelerometer, calf welfare, infrared thermography, integrated circuits, early disease detection, weaning, acoustic monitoring, real-time location, positive emotions
- MeSH terms
- Farms, Animals, Animals, Newborn, Behavior, Animal, Cattle, Dairying, Weaning, Accelerometry
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review