Catalog only
Geospatial and satellite
Land Development Department soil layers.
Soil series and land-resource maps.
Public
SHP/downloads/catalog where open
Free public where open
Periodic
2026-05-11
Public web, file, catalog, or documented endpoint access with no paid gate implied in the source profile.
page reference only
layer name, geometry type, CRS/projection, bounding box, feature attributes, resolution/scale, 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
Improves map context, nearby pivots, route geography, protected-area context, coast exposure, and destination coverage.
Endpoint and API notes
Soil series and land-resource maps.
Open the source endpoint or documentation. Return to the Thailand data atlas.
Developer reference
Use OGC services, GeoJSON, SHP, STAC, PBF, or documented feature layers; record CRS, geometry type, and update date.
Check weekly for change detection, but treat the official publication period as the real cadence.
Improves map context, nearby pivots, route geography, protected-area context, coast exposure, and destination coverage.
OpenStreetMap, Geofabrik, GISTDA, HDX, WorldPop, Protected Planet, Open Development Thailand, and official boundary layers.
Example request
# Source landing or publication page; inspect linked documents or resources before automation.
curl -L "https://www.ldd.go.th/"
Failure modes
- Large layers can be slow or tiled.
- CRS/projection mismatches can break maps.
- Feature names and boundaries can vary across sources.
- Geospatial layers can be large, tiled, or projection-specific.
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.