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Automated Virtual Fencing Can Effectively Contain Sheep: Field Trials and Prospects.

Dana L M CampbellSue BelsonJim M LeaJackie OuzmanCaroline LeeTroy KalinowskiDamian MowatRick S Llewellyn
Published in: Animals : an open access journal from MDPI (2023)
Virtual fencing technology uses on-animal devices to communicate boundaries via a warning audio tone and electrical pulse signals. There is currently limited validation work on sheep. This study used modified cattle eShepherd ® virtual fencing neckbands on reduced-wool sheep with clipped necks to enable automated trials with small groups across both day and night. The first 5-day trial with six Dorper crossbred sheep was conducted in an experimental paddock setting, with a second 5-day trial conducted with 10 Ultra White sheep on a commercial farm. The animals across both trials were contained in the inclusion zone for 99.8% and 92.2% of the trial period, with a mean percentage (±SD) of total audio cues as audio only (i.e., not followed by an electrical pulse) being 74.9% ± 4.6 in the first trial, and 83.3% ± 20.6 for the second trial. In the second trial, sheep crossed over into the exclusion zone on the third night and remained there until they were walked out for their daily yard check in the morning. These preliminary trial results are promising for the use of automated technology on sheep, but suitable devices and algorithms still need to be designed specifically for sheep in the long term.
Keyphrases
  • phase iii
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  • phase ii
  • clinical trial
  • machine learning
  • deep learning
  • open label
  • high throughput
  • double blind
  • single cell