The use of infrared thermography and accelerometers for remote monitoring of dairy cow health and welfare

Abstract

Increasing reliance on automated systems on-farm has led to a need for remote monitoring of health and welfare. We aimed to validate 2 methods that could be integrated into automated systems currently in use: infrared thermography (IRT) to measure respiration rate (RR), and accelerometers to measure the flinch, step, kick (FSK) response and assessing stress and discomfort. We monitored 22 multiparous, nonlactating, Friesian and Friesian × Jersey cows (average 5.1 yr of age) during a baseline period (2 min), a restraint in a crush (2 min), and then a recovery period after exposure to a startle (2 min). We measured RR with continuous IRT imaging of airflow through the nostrils and by counting flank movements from video and live recordings. We recorded heart rate (HR) and HR variability using HR monitors, and we recorded FSK from continuous video analysis of leg movements and indirectly using accelerometers attached to both hind legs. The FSK response was scored between 1 and 4 based on the height and direction of each leg movement. We observed no change in RR, HR variability, or FSK in response to the startle; however, HR increased briefly by 10 bpm. Bland-Altman plots indicated good agreement between the different methods of measuring RR, with average differences of -0.01 ± 0.87, 0.83 ± 0.57, and 0.37 ± 1.02 breaths/min for video versus live, IRT versus live and IRT versus video, respectively. Acceleration was also highly correlated with FSK scores of ≤3 (R = 0.96) and ≤2 (R = 0.89) and moderately correlated with FSK scores of 1 (R = 0.66) over the 4-min sampling period. The results show that accelerometers can provide an indirect measure of the FSK response, and IRT can be used reliably to measure RR. With further development, both technologies could be integrated into existing systems for remote monitoring of dairy cows' health and welfare on-farm.

Remotely Sensed Imagery for Early Detection of Respiratory Disease in Pigs: A Pilot Study

“…In addition, this technology has also been used to detect fever in pigs [14]. TIR imagery has also been implemented to assess respiration rate (RR) by manually counting the changes of temperature and colour observed around the affected cows' noses [15].…”

Exploratory data inference for detecting mastitis in dairy cattle

“…All animals were subjected to these determinations. RF was determined by the count of the number of movements in the animals' flank area, within a 1-min interval (Stewart, Schaefer, Huddart and Sutherland, 2017). After RF was recorded, RT measures were taken with the aid of digital thermometer for veterinary purposes, scaled between 20 and 50°C, which was inserted into the animals' rectum until its stabilization.…”

Messung der Körpertemperatur beim Rind – eine altbewährte Methode kritisch hinterfragt

“…Die Thermografie und ähnliche kontaktlose Methoden der Datenerfassung [32][33] könnten im Rahmen eines sensorgestützten, automatisierten Gesundheitsmonitorings in Zukunft an Bedeutung gewinnen. Hinsichtlich Messungen auf Einzeltierebene soll nochmals darauf hingewiesen werden, dass die thermografisch ermittelten Werte stark von der Umgebung des Tieres, z.…”