The hurricane estimate just got an open core. rice researchers are building an open-source risk…
the hurricane estimate just got an open core. rice researchers are building an open-source risk tool on nasa's prithvi-wxc ai weather model, per oct 2 update.
the storm forecast now has a forkable baseline.
Context
Rice News reported on Oct 2, 2026 that Rice researchers Avantika Gori and Guha Balakrishnan are developing an open-source tool built on NASA's Prithvi-WxC weather and climate model to simulate thousands of tropical cyclones and estimate hurricane hazard and insurance risk.
Pulse 2.0 says the team plans a dataset of about 10,000 synthetic storms. Prithvi-WxC was developed with IBM.
The Rice project, the open-source tool and the Prithvi-WxC base match the sources, dated Oct 2 to 5. The tool is described as under development, so a released, forkable baseline was not seen in the excerpts read, so unsupported here, not refuted.
'the storm forecast now has a forkable baseline' is the author's opinion.
Related work
Watch next
- Check whether the tool's code has been released.
Sources
- Rice News, Oct 2, 2026news.rice.edu
- Pulse 2.0, Oct 5, 2026pulse2.com
- Technology Org, Oct 10, 2026technology.org
Provenance
The note above is reproduced unedited from the original post, first published on Threads on 10 October 2026 at 21:05 IST. Sources are the papers and datasets the note draws on.
View the original post ↗Embed this note
More notes
The air is now being asked to keep its own ledger
the air is now being asked to keep its own ledger: ecmwf’s aifs compo becomes the first ai model to forecast atmospheric composition globally every three hours, cleanair simulates 365 days of pm2.5 over china in ten seconds, and a unified framework maps six pollutants at one kilometer across the whole country. the air now files its own composition report.
read the note →The current is now being asked to draw its own map
the current is now being asked to draw its own map: china’s langya 2.0 predicts six ocean phenomena including internal waves and mesoscale eddies, a deep net called wenhai resolves eddies globally with air sea flux formulas built in, and scripps infers surface currents from the way temperature patterns deform in satellite images. the ocean now files its own circulation report.
read the note →The soil is now being asked to report its own carbon
the soil is now being asked to report its own carbon: a nix color sensor paired with generative data augmentation predicts soil organic carbon without a lab, random forest drives 74 percent of soil health mapping studies, and sentinel 2 tracks five year carbon change across france and italy from 922 samples. the dirt now files its own carbon account.
read the note →