GAN-based solar radiation forecast optimization for satellite communication networks
Peer-Reviewed Publication
Updates every hour. Last Updated: 2-Nov-2025 09:11 ET (2-Nov-2025 14:11 GMT/UTC)
This paper proposes GAN-Solar, a novel quality optimization model for short-term solar radiation forecasting. Based on Generative Adversarial Networks (GANs), the model addresses spatial texture degradation and intensity distortion in predictions, significantly improving forecast quality and reliability for high-precision applications.
Researchers conducted a detailed mobile observation survey of methane emissions in the Osaka metropolitan area. Researchers found overlooked sources of greenhouse gas emissions.
POSTECH analyzed the contribution of wildfires to changes in fine particulate matter PM2.5 concentrations during drought periods.
Rapid and urgent action on food is needed if the UK is to reboot its flagging economy, save the NHS billions, ensure national food security, and meet climate commitments, according to a new report.
The Roadmap for Resilience: A UK Food Plan for 2050, calls for radical transformation, at a scale and pace not seen since the Second World War. It says if we do not act now, change will be forced upon us by increasing pressures and the UK will lurch from crisis to crisis, including from food price shocks, climate disasters and weakening economic productivity.
In a remarkable study that sheds new light on the potential of biochar to enhance phosphate solubilization, researchers are exploring how biochar can promote the solubilization of FePO4 through modulating organic acids excreted by Talaromyces pinophilus. The study, titled "Biochar Promotes FePO4 Solubilization Through Modulating Organic Acids Excreted by Talaromyces pinophilus," is led by Prof. Quan Chen and Prof. Min Wu from the Yunnan Provincial Key Laboratory of Soil Carbon Sequestration and Pollution Control at Kunming University of Science & Technology in Kunming, People's Republic of China. This research offers valuable insights into the role of biochar in enhancing phosphate availability for plants.