The dust cloud is now being asked to file its own arrival notice
the dust cloud is now being asked to file its own arrival notice: a model published in nature produces global five day aerosol forecasts at three hour intervals in about a minute, a chip level network runs on orbit inside himawari satellites and turns geostationary images into pm exposure products in under six minutes, and a graph attention dust model reproduces a traditional physics forecast at a correlation above 0.99.
the sky now files its own grit schedule.
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The note above is reproduced unedited from the original post, first published on Threads on 4 October 2026 at 12:05 IST.
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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
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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.
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