Chicken ‘woody breast’ detection improved with advanced machine learning model
Peer-Reviewed Publication
Updates every hour. Last Updated: 13-May-2025 18:09 ET (13-May-2025 22:09 GMT/UTC)
The results of their research were published in the journal Artificial Intelligence in Agriculture under the title “Neural network architecture search enabled wide-deep learning (NAS-WD) for spatially heterogenous property awared chicken woody breast classification and hardness regression.”
Kelp is being negatively impacted by climate change. Warming ocean temperatures have led to shorter growing and harvesting seasons, including for sugar kelp, one of the most commonly farmed kelp species. The loss of kelp populations can significantly impact ecosystems, and potentially the growing demand for sustainably farming food, feed, fertilizer, medicine, and cosmetics.
To give kelp a chance against climate change, scientists from the Woods Hole Oceanographic Institution (WHOI) have identified kelp species with natural adaptations to cope with heat. In a new study published in the Journal of Applied Phycology[RM1] , WHOI experts identify new strains that could prove to be more resilient in warmer waters.
The continued intensification of global warming has made extreme heat events an increasingly severe threat to crop production. Cotton, as a globally important economic crop and a strategic pillar of China’s textile industry, faces significant challenges from frequent extreme high-temperature events during the summer. The high overlap between extreme heat and the blooming and boll-setting stages of cotton leads to issues such as pollen inactivation, anther non-dehiscence, and bud and boll shedding, severely affecting cotton yield and quality. This has become a critical bottleneck restricting the high-quality development of the cotton industry. Therefore, breeding heat-tolerant cotton capable of withstanding high-temperature stress has become an urgent need in the field of crop breeding.
Scientists from the Leibniz Institute for Zoo and Wildlife Research (Leibniz-IZW) and the Prince of Songkla University in Thailand have demonstrated that Wrinkle-lipped free-tailed bats not only travels great distances, but also hunt at impressive altitudes of up to 1,600 metres above ground – the altitude at which many planthoppers fly, which are dreaded insect pests of rice plants. Conventional methods of pest control such as insecticides do not work at these altitudes. By restricting the spread of high-flying planthoppers, Wrinkle-lipped free-tailed bats make an important contribution to pest control and thus also to food security in South and East Asia. The article published in the scientific journal "Oecologia" therefore emphasises how important and valuable it is to protect this bat species.
While the restoration of natural areas is high on political agendas, a comprehensive new study from the University of Copenhagen shows that – after more than two decades – biodiversity growth has stalled in restored Danish wetlands. The results also suggest that time alone will not heal things because the areas are too small and dry, and nitrogen inputs from agriculture continue. According to the researchers, we need to learn from the past.
Because of climate change, harmful algal blooms are increasing in frequency and intensity. New science helps demystify the frequent harmful algal blooms in the Pacific off the coast of Chile by studying how algae species interact with each other and their environment.
Researchers have achieved a promising breakthrough in bee insemination. For the first time, an attempt using frozen semen without the addition of antibiotics has resulted in the production of female brood, with a viability rate equivalent to traditional methods. This discovery paves the way for new opportunities in bee conservation and agriculture.