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Variable-Rate Liming Pays for Itself

Soil pH variability in agricultural fields is common and needs to be addressed properly to avoid any consequences of low or high soil pH issues later in the growing season. One of the basic precision agriculture practices to address this variability is variable-rate (VR) lime...

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Monitoring Cage-free Hens’ Pecking with Deep Learning

US Egg production is transitioning from conventional cage to cage-free system. While cage-free system allows birds to perform natural behaviors such as dustbathing, foraging, and perching, an inherent challenge is feather pecking (FP, Figure 1). Pecking is one of the primary welfare issues in commercial...

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