The smoke is now being asked what it carries
the smoke is now being asked what it carries: stanford’s smokecast forecasts toxic metals that wildfires lift from soil into the air, noaa’s next generation fire system spots fires down to neighborhood level from goes satellite images, and research is merging ai with fire behavior models to predict where plumes drift.
the haze now files its own cargo list.
Context
Stanford's Sustainability Accelerator reported on Sep 14 that SmokeCast researchers are working to predict when and where wildfire smoke carries toxic metals lifted from soil. NOAA launched a Wildland Fire Data Portal in January and describes a Next-Generation Fire System with automated satellite fire detection that came out of its Fire Weather Testbed.
A Pyronear document and an ACS study describe related machine learning for smoke and plume injection.
SmokeCast's toxic metals work and NOAA's automated satellite fire detection match the sources. 'Neighborhood level from GOES' and the merging of AI with fire behavior models for plume drift were not confirmed in the excerpts read, so they are unsupported here, not refuted.
'The haze now files its own cargo list' is the author's opinion.
Related work
- Stanford: new approach to showing when smoke carries toxic metals ↗SmokeCast.
- NOAA: unveils the Next-Generation Fire System ↗Satellite fire detection.
- ACS: emulating wildfire plume injection with machine learning ↗Plume modeling.
Watch next
- Read the NOAA release for the detection resolution.
Sources
- Stanford Sustainability Accelerator, Sep 14, 2026sustainability-accelerator.stanford.edu
- Phys.org, Sep 15, 2026phys.org
- NOAA NESDIS, Jan 26, 2026nesdis.noaa.gov
Provenance
The note above is reproduced unedited from the original post, first published on Threads on 3 October 2026 at 12:17 IST. Sources are the papers and datasets the note draws on.
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