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A New Way to Predict Grazing Cattle Weight Gain on Rangelands From Satellite Imagery

By Maribel Alonso

USDA’s Agricultural Research Service (ARS) developed a unique approach to using satellite imagery to predict cattle weight gain on rangelands. By fusing multiple images over a period of time, scientists were able to monitor how forage quality changes over space and time in rangelands within the shortgrass steppe, and how this relates to the weight gain of free-ranging cattle throughout the summer grazing season.

Managing the grazing season in rangelands can be challenging due to high variability in temperature and rainfall over time. From a manager’s perspective, it is essential to know when and where forage production and quality are changing to optimize free-range livestock weight gain and meet other environmental objectives. This is not just about chasing forage quantity (total amount of vegetation biomass); it is also about looking for the highest-quality forage throughout the season.

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Sow Reproduction in Free-Choice Barns - Dr. William Flowers

Video: Sow Reproduction in Free-Choice Barns - Dr. William Flowers



In this episode of The Swine it Podcast Show Canada, Dr. William Flowers from North Carolina State University explains sow reproductive performance and behaviors in free-choice gestation barns. He discusses social hierarchy, stress responses, feeding behavior, and the influence of housing design on fertility outcomes. Understand how sow interactions can affect production results and management decisions. Listen now on all major platforms!

“Overall, sows, even the dominant sows, choose to spend about 70% of their time in the stall portion.”

Meet the guest: Dr. William Flowers / william-flowers-998b348a is the William Neal Reynolds and Alumni Distinguished Professor of Animal Science at North Carolina State University. His teaching covers swine production and reproductive management, while his research focuses on improving fertility in swine. Dr. Flowers holds a B.S. in Animal Science from Virginia Tech and M.S. and Ph.D. degrees from the University of Missouri. Listen to The Swine it Podcast Show Canada with Dr. William Flowers on all major platforms.