The mangrove is now being asked to file its own growth chart
the mangrove is now being asked to file its own growth chart: a unet with squeeze and excitation plus attention masks chinese mangroves yearly from 1993 to 2023 at an f1 of 0.928, a resnet unet with elevation constraints reaches an iou of 0.822 in the northern beibu gulf, and super resolution pushes africa’s national mangrove maps with sentinel 2 alone.
the coast now files its own forest ledger.
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The note above is reproduced unedited from the original post, first published on Threads on 3 October 2026 at 22:35 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
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.
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