The slope is now being asked to file an intention
the slope is now being asked to file an intention: a guangdong team trained an ai model on 352 rainfall stations and 804 landslide records to warn of slides, the three gorges area predicts displacement one to fifteen days ahead with gated attention, and jotsu detects slope changes from existing cameras in seconds.
the mountain now announces its own collapses.
Context
A Guangdong rainfall event and landslide triggering dataset built from automatic rainfall stations (2018 onward) supports landslide warning work. A Frontiers paper uses a TCN with multihead attention for landslide deformation prediction, and an MDPI paper covers spatio-temporal deformation prediction of large landslides in the Three Gorges Reservoir area.
JOTSU SOLUTION released LandslideAI v2.1 in May, detecting landslides in seconds from existing surveillance cameras.
The Guangdong rainfall-landslide data, the Three Gorges deformation prediction and JOTSU's camera detection match the sources. The '352 stations and 804 records' figures and 'one to fifteen days ahead with gated attention' were not seen in the excerpts read, so they are unsupported here, not refuted.
'The mountain now announces its own collapses' is the author's opinion.
Related work
- Guangdong rainfall and landslide triggering dataset ↗The dataset.
- Frontiers: TCN-multihead attention landslide prediction ↗Deformation forecasting.
- JOTSU: LandslideAI v2.1 ↗Camera detection.
Watch next
- Find the source for the 352 station figure.
Sources
- Guangdong landslide dataset, May 2, 2026exa.ai
- Frontiers in Earth Science, Jun 3, 2025frontiersin.org
- JOTSU Solution, May 28, 2026jotsu.co.jp
Provenance
The note above is reproduced unedited from the original post, first published on Threads on 3 October 2026 at 11:17 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 →