Weather, environment, and disasters

NOAA IBTrACS.

Global tropical-cyclone best-track dataset for storm history/risk.

Public CSV/NetCDF Free public Periodic Open source
Runtime role

Catalog only

Access class

Public

Access type

CSV/NetCDF

Free status

Free public

Cadence

Periodic

Last verified

2026-05-11

Access class note

Public web, file, catalog, or documented endpoint access with no paid gate implied in the source profile.

Used in layers

page reference only

Useful fields

location, forecast/observation, rainfall, temperature, warning type, water level, tide/sea state where available, timestamp

Reliability rating

High for official context; validate endpoint availability before automation.

Runtime truth

Runtime role

Catalog only

Production ready

Not yet

Entity scope

No runtime entity scope yet.

Observation scope

No live observation ingestion yet.

Decision scope

Not wired into active decisions yet.

Runtime note

Profiled in the atlas and public pages, but not yet connected to live graph computation.

How this helps travel recommendations

Flags rain, heat, flood, tide, river, storm, and exposed-day risk before recommending beaches, roads, waterfalls, ferries, or mountain plans.

Developer reference

Best endpoint

Prefer official warning, forecast, observation, hydrology, tide, or climate endpoints over rendered forecast pages.

Recommended refresh

Check weekly for change detection, but treat the official publication period as the real cadence.

Travel scoring role

Flags rain, heat, flood, tide, river, storm, and exposed-day risk before recommending beaches, roads, waterfalls, ferries, or mountain plans.

Comparable / backup source

TMD, Thaiwater/HII, RID, Copernicus/ERA5, GDACS, local weather warnings, and destination-level editorial checks.

Example request

# Source landing/download page; inspect linked resources before automation.
curl -L "https://www.ncei.noaa.gov/products/international-best-track-archive"

Failure modes

  • Forecast and warning schemas can change.
  • Some sources publish reports rather than stable APIs.
  • Local conditions can differ sharply from provincial summaries.
  • Batch files can change schema, naming, encoding, or publication cadence.

Last checked and source confidence

Last checked: 2026-05-11.

Source confidence: Treat this profile as strongest for the exact role named above. It is weaker when the source is stretched into live availability, legal proof, or traveler-fit decisions it does not directly prove.