Research data snapshot 2026-10-03

The research data behind HazardPulse's models as of 2026-10-03. Anyone can use it to rebuild and check our published results.

asset	what	files	uncompressed	archive SHA-256
hazardpulse-data-hurricane_research.tar.gz	Hurricane RI development and 2026 tables, the NHC a-, b- and e-decks they were built from, 2026 SHIPS texts, and the storm-centred NOAA GMGSI infrared crops (docs/HURRICANE_RI_V9_PROGRAM.md, amendments 1-6)	9,448	462 MB	267a7002fc970efc32cc5f01f702f191daada0621d5e119d9ca9573270e2f156
hazardpulse-data-earthquake_program.tar.gz	The earthquake program's frozen ComCat catalogs, the per-split forecasts of every candidate, and the trees (docs/EARTHQUAKE_FORECAST_PROGRAM.md, sections 9-10)	136	544 MB	80a2be9a0225e9d7cbbb3c54972c8e79f52207260f3504f29d4ca8ef9b2c3f38

What each file should be. Every file is pinned by size and SHA-256 in the manifests committed to this repository (results/data_manifests/). Each archive carries a copy of its manifest as MANIFEST.json. The hash of each results file's input table, for example dev_table_sha256, appears in its manifest.

Restore and verify.

1. Extract each archive into the hazardpulse cache root (<repo>/.cache).
2. Run python scripts/data_manifest.py --verify.

The archives are byte-reproducible from the caches (python scripts/data_release.py --out <dir>).

Sources and licence. Everything is derived from public data. NOAA/NHC ATCF decks and SHIPS texts, NOAA GMGSI imagery and USGS ComCat are US-government public domain. HazardPulse's derived tables and model outputs are AGPL-3.0-only, the same as the repository. The GEAR1-derived grid used by the earthquake model (Bird et al. 2015, CC-BY-4.0) is already in the repository (results/earthquake_program/gear1_cells.json), with its citation.