Catalog only
Energy and agriculture
Department of Livestock Development data services.
Livestock, farms, farmer, and animal-movement/registration-related public datasets where released.
Free registration
Data hub/catalog where public
Free public where open
Varies
2026-05-11
Publicly reachable, but account creation, an API key, or registration flow may be required.
page reference only
commodity/dish/product, market/location, season, price/volume where available, producer/agency, update date
Medium: useful public signal, but extraction can depend on dashboard or agency publishing patterns.
Runtime truth
Catalog only
Not yet
No runtime entity scope yet.
No live observation ingestion yet.
Not wired into active decisions yet.
Profiled in the atlas and public pages, but not yet connected to live graph computation.
How this helps travel recommendations
Adds context for food regions, markets, seasonal produce, local economies, and why food-first routes differ by province.
Endpoint and API notes
Livestock, farms, farmer, and animal-movement/registration-related public datasets where released.
Open the source endpoint or documentation. Return to the Thailand data atlas.
Developer reference
Use agriculture, fisheries, market, or tourism datasets as context; pair with editorial/local notes before making food recommendations.
Refresh weekly or when the catalog metadata changes; many agency catalogs update irregularly.
Adds context for food regions, markets, seasonal produce, local economies, and why food-first routes differ by province.
OAE, NABC, fisheries/livestock catalogs, TAT, OSM markets, food-guide corrections, and local editorial notes.
Example request
# Source landing/download page; inspect linked resources before automation.
curl -L "https://dld.go.th/"Failure modes
- Food datasets rarely map directly to restaurant quality.
- Commodity data can lag local market reality.
- Local names and translations can vary.
- Free registration, keys, or rate limits can interrupt automated refresh.
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.