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Beef Producers Could Have More Precise Way to Manager Herds in the Future

Beef producers in the future could have a more precise way to determine the productivity of their cattle, thanks to a collaboration between Mizzou Engineering and the College of Agriculture, Food and Natural Resources (CAFNR). The project aims to provide a better understanding of how a herd’s environment and management impact productivity, Decker said. Researchers will predict factors such as a cow’s size—surface area to volume ratio—skeletal structure, fat resources and hair coat using 3-D image data. Further, they will create DNA predictions of these traits. This is important for successful beef production, which relies on continual reproduction.

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Chicken Mega Factory: Chicken Egg Incubation Technology - Broiler Raising Method & Process in USA

Video: Chicken Mega Factory: Chicken Egg Incubation Technology - Broiler Raising Method & Process in USA

Chicken Mega Factory: Chicken Egg Incubation Technology - Broiler Raising Method & Process in USA

This video explores the complete journey inside a large-scale chicken production facility, following the process from egg incubation to fully grown broiler chickens. It showcases advanced hatchery technology where temperature, humidity, and airflow are precisely controlled to ensure optimal hatching conditions.

Once the chicks hatch, automated systems take over—managing early care, vaccination, health monitoring, and specialized feeding programs designed to support rapid and healthy growth. Every stage highlights how modern poultry factories operate with efficiency, scale, and precision.