Using machine learning to overcome blind spots in satellite-based PM10 monitoring
Peer-Reviewed Publication
Updates every hour. Last Updated: 23-Aug-2025 08:11 ET (23-Aug-2025 12:11 GMT/UTC)
In a paper published in National Science Review, a team of Chinese scientists develop an AI-powered framework designed to achieve real-time, seamless retrieval of PM10 concentrations. This breakthrough addresses the challenges of spatial gaps and nighttime observation deficiencies in current satellite-based PM10 data. It extends daily data to high-resolution, real-time hourly insights, providing strong support for precise dust storm monitoring.
When wildfires threaten communities, human health can be impacted as smoke distributes on the breeze, infiltrating various structures. To help people protect themselves and their families, researchers have developed a low-cost, durable, do-it-yourself air filtration system that works as well as more expensive HEPA filters to clear indoor air pollutants such as smoke — or possibly limit the impact of airborne disease spread. They will present their results at the ACS Spring 2025 Digital Meeting.
A research group led by Associate Professor Takashi Kikuchi and Professor Wei Li from the Department of Pharmacognosy at the Faculty of Pharmaceutical Sciences, Toho University, along with Professor Atsushi Sugiyama from the Department of Pharmacology at the Faculty of Medicine and Industry-Academia Collaboration Advisor Katsuhiko Ito, has analyzed the chemical compounds of the roots of Codonopsis lanceolata (commonly known as “Tsuruninjin”) grown in Nagano Prefecture. Their findings have revealed the compounds of the plant and, in particular, demonstrated that its major compound, lancemaside A, exhibits vasodilatory effects, suggesting that Codonopsis lanceolata could be effectively utilized as a health-promoting material in the future.
This research was published in the academic journal Chemistry on January 6, 2025.
Dogs have many jobs but one you may not expect is identifying grapevines with a destructive and highly contagious fungus called powdery mildew. Researchers are analyzing volatile chemicals emanating from grape leaves infected by powdery mildew, with the goal of improving training for vineyard canines. The researchers will present their results at ACS Spring 2025.
GLP-1 receptor agonists are peptide-based drugs used for managing diabetes and for weight loss, but these treatments have had shortages recently. Now, through a process called in vivo antibody painting, researchers have attached GLP-1 receptor agonists to antibodies through a reaction that happens inside the body, increasing the drug’s stability. In animal models, a single dose works better and lasts longer than currently administered dosages. The researchers will present their results at ACS Spring 2025.