Precision livestock-farming technologies that use sensors to help manage farm operations are at an early stage of adoption. Recent improvements in cost, equipment quality, machine learning and cloud-based systems, as well as scarcity of skilled farm labor are all factors that have contributed to growing interest from dairy and livestock producers.
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Martin Mangual is a University of Michigan-Extension dairy educator. He co-wrote the precision-livestock technology review with Dr. Madonna Benjamin, Extension swine veterinarian; andĀ David Thompson,Ā Extension swine educator, also with theĀ Michigan State University-Extension.





