AI model advances scientific discovery with soil carbon research
Peer-Reviewed Publication
Updates every hour. Last Updated: 21-Oct-2026 00:16 ET (21-Oct-2026 04:16 GMT/UTC)
A new study in Science Advances by UC Irvine researchers reveals that wildfires follow predictable patterns of destruction and that structural elements such as fences, siding and eaves contribute greatly to the risk of fires spreading.
A first-of-its-kind, 100-meter-resolution risk map developed by the UC Irvine team can aid in land-use planning, fire mitigation investments and community defense.
Funding was provided by the National Science Foundation, the University of California Office of the President and the U.S. Department of Agriculture.
Litchi fruit harbors beneficial surface microbes that change predictably during storage. A 9‑day study of litchi peel microbiota identified multiple key bacterial genera linked to storage progression. A random forest model based on these biomarkers accurately predicted fruit freshness. Among the isolates, Gluconobacter sp. Lc45 strongly inhibited two major postharvest pathogens (Peronophythora litchii and Colletotrichum gloeosporioides), offering the potential of native microbiota for freshness monitoring and eco‑friendly disease control.
A recent study published in National Science Review developed an open-access interactive map of ARGs in Chinese soils. It revealed that the relative abundance of total ARGs and Rank I ARGs in croplands declined by 52.6% and 77.0%, respectively, after 2016, coinciding with the implementation of China’s National Action Plan to Contain Antimicrobial Resistance (2016–2020). The study further highlights chemical pollutants and agricultural activities as important factors for future environmental AMR management.