Deep learning sharpens GPM radar precipitation classification
Peer-Reviewed Publication
Updates every hour. Last Updated: 30-Oct-2026 12:16 ET (30-Oct-2026 16:16 GMT/UTC)
A new deep-learning framework improves satellite precipitation-type classification by combining engineered radar statistics with convolutional features from dual-frequency profiles.
Researchers from the Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, and the Hong Kong University of Science and Technology developed a biodegradable spiny milli-ball robot (SMB-bot), which integrates oral delivery, intestinal locomotion, magnetic targeting, and local microneedle-mediated drug release within a biodegradable miniature robot.
The research paper, An Oral Biodegradable Spiny Milli-Ball Robot for Targeted Intestinal Delivery of Biologics with Delayed Onset and Sustained Action, published in the journal Cyborg and Bionic Systems on Oct 16, 2026.Arctic warming has promoted vegetation growth, but a pan-Arctic analysis shows human disturbance is eroding these gains.