Best use for travel intelligence
For travel decisions, AQI/PM2.5 feeds are strongest for Chiang Mai, Pai, Bangkok outdoor days, and any route where smoke can override the destination fit.
Data cluster
AQI and PM2.5 sources used to detect northern smoke risk, city comfort, and destination pivots.
For travel decisions, AQI/PM2.5 feeds are strongest for Chiang Mai, Pai, Bangkok outdoor days, and any route where smoke can override the destination fit.
33 of 67 sources look official or agency-backed.
37 sources expose API, feed, CKAN/DataStore, JSON, XML, or similar machine-readable access.
19 sources have live, hourly, event-driven, warning, or frequent update language.
Store station coordinates, pollutant driver, observation time, and station count; use nearby stations or fallback sources when local coverage is sparse.
Last checked: 2026-05-11.
Source confidence: This cluster is strongest when several sources describe the same traveler problem from different angles: official context, machine-readable feeds, and slower fallback documentation.
Geospatial noise-mitigation and modeling layer for wall=noise_barrier and related barrier geometry near roads, rail lines, airports, and settlements.
OpenStreetMap Overpass API and ODbL geospatial data Law, politics, and civicControlled-contract guidance for car and motorcycle rental businesses, including standard-contract expectations, fee disclosure, deposit handling, replacement-vehicle obligations, and unfair-term limits. Use for compliance scoring and contract modeling, not live supplier inventory.
Official public regulatory news page, contract-rule guidance, and linked legal notices Museums and learning sitesFree geospatial enrichment for tourism=museum, museum=*, tourism=gallery, historic=*, building=museum, names, operator, opening_hours, fee, website, contact tags, wheelchair access, Wikidata/Wikipedia links, points, and polygons.
OSM/Overpass API and OSM extracts Precious metals, gems, and jewelryExhibitor companies, booth information, fair edition, country, and product categories such as gemstones, diamonds, gold jewelry, pearls, lab-grown diamonds, silver, and precious metals.
Public web exhibitor directory and downloadable exhibitor lists where exposed Religion, culture, and heritageDepartment of Religious Affairs Buddhist temple list and statistics layer with region, temple name, temple type, sect, wisungkhamsima, subdistrict, district, province, and postal code fields.
CKAN/DataStore, CSV/TSV/JSON/XML where exposed Stores, retail, and shoppingHealth and beauty/pharmacy chain layer. Pair with Thai FDA drug-place licenses and Google/OSM for pharmacy status, hours, and POI enrichment.
Boots Thailand public store locator or branch pages; mall pages may expose branch address and opening hours Stores, retail, and shoppingUseful for retail price context and market trend monitoring, not exact shelf price at a specific store branch. Pair with retailer/marketplace feeds only when authorized.
DIT data catalog, price pages, and CSV/API resources for selected consumer goods, agricultural prices, and market-price datasets Stores, retail, and shoppingBest free geospatial store spine. Useful for shop categories, coordinates, polygons, opening_hours, brand, operator, contact tags, wheelchair/accessibility, payment hints, markets, and pharmacies. Coverage is incomplete and it is not legal/tax/license proof.
OSM extracts and Overpass API using shop=*, amenity=marketplace, amenity=pharmacy, brand, operator, opening_hours, address, contact, and payment tags Stores, retail, and shoppingBest official layer for stores approved to sell under the VAT Refund for Tourist scheme. Pair with Revenue Department VRT rules, P.P.10 requirements, and store-level POI/hours enrichment.
Revenue Department CSV/catalog dataset and VRT store/navigation systems for approved VAT Refund for Tourist shop operators and establishment addresses Stores, retail, and shoppingHealth and beauty chain branch layer. Pair with FDA license data where a branch is a licensed pharmacy and with Google/OSM/Longdo for POI enrichment.
Watsons Thailand public store pages/search with store address and opening hours where exposed TransportUnfiltered ADS-B flight data products and APIs for aircraft position, hex lookup, and live tracking. Strong positional layer, not a schedule or fare source.
Commercial live aircraft-data products and API access TransportFlight offers search, routes, inspiration, pricing, and related airline retail APIs. Strong fare-shopping and availability layer, not an official airport or regulator source.
Developer documentation for flight offers, inspiration, routes, and booking-related flows TransportPassenger, aircraft, cargo, and mail statistics for Airports of Thailand airports with current fiscal-year updates and long historical archives.
Investor/public statistics downloads and archive pages TransportArrivals and departures for AOT airports with airline, flight number, status, and passenger-facing board context. Some airport/app surfaces also mention gate, check-in counter, or baggage information, but these pages should be treated as brittle public surfaces rather than a guaranteed API.
Public airport flight-status pages and Sawasdee by AOT flight-board surfaces TransportStructured public AOT airport transport pages covering taxi rules, Grab pickup guidance, rental-counter presence, airport rail or shuttle context where published, and pickup or terminal instructions. Useful for official airport-ground-service support and pickup-rule context, not live queue length, ETA, or rental inventory.
Official airport transport guide and service pages TransportAirports of Thailand public environmental-management page describing environmental governance across all 6 AOT airports plus public complaint and community-contact context for airport-noise and related environmental impacts. Useful as reference and disclosure context, but direct automated fetch behavior can vary and it should not be treated as a stable live measurement feed.
Public sustainability and environmental reporting page TransportSET-hosted AOT company factsheet plus public annual report ZIP link. Useful for operator-level airport disclosure, airport-network scope, environmental or community wording, and airport-noise governance context extracted from the annual report. This is official disclosure support, not live airport operations or measured sound-level truth.
Public SET factsheet page with linked annual report ZIP TransportOfficial Chiang Mai Airport car-rental services page and linked provider counters. Useful for airport pickup and supplier presence, not quote or availability data.
Official airport transport guide page and linked provider pages TransportOfficial Don Mueang airport page for car-rental services and linked supplier counters. Useful for terminal and pickup guidance, not a live booking or stock API.
Official airport transport guide page and linked provider pages TransportOfficial Don Mueang Grab service page with terminal pickup area information and service-type context. Useful for airport ride-hailing pickup guidance, not live dispatch or fare ingestion.
Official airport transport service page TransportOfficial Don Mueang taxi pickup-point and service guidance, including Terminal 1 Door 8 and Terminal 2 Door 15 taxi areas, 24-hour availability, and special taxi options. Use for airport pickup rules; verify baggage-fee or service-detail changes against current airport transport pages.
Official airport guide page TransportOfficial Phuket Airport car-rental services page with airport-level rental presence and linked provider counters. Useful for airport-counter and pickup context, not live inventory.
Official airport transport guide page and linked provider pages TransportOfficial Suvarnabhumi airport transport guidance showing self-drive car-rental availability at Level 2, Gate 7, with linked supplier counter pages for floor, gate, hours, and contact details. Good for airport-counter truth, not live availability.
Official airport transport guide page and linked provider pages TransportOfficial Suvarnabhumi Grab pickup and drop-off point page, including gate and level information plus airport application-pickup rules. Good for airport pickup instructions, not quote or ETA data.
Official airport transport service page TransportOfficial Suvarnabhumi public-taxi pickup, counter/ticket-machine, 24-hour service, surcharge, toll, baggage-fee, and taxi-category information. Use for airport pickup rules and fare caveats, not live queue length.
Official airport transport service page TransportOfficial AIP Thailand and eAIP publication for GEN, ENR, AD, aerodrome, runway, procedure, communication, navigation, and chart data. Strongest official airport and airspace master-data layer, with explicit licensing constraints.
Official eAIP web publication, AIRAC packages, charts, and aeronautical-document downloads TransportOfficial Thai aviation passenger, flight, cargo, mail, and aircraft-movement statistics reports. Useful for airport and industry trend pages, not live flight operations.
Official publication page and linked monthly, quarterly, and annual report files TransportCivil Aviation Authority of Thailand aircraft-noise certificate guidance linked to ICAO Annex 16 and Thai aircraft environmental-protection standards such as TCAR AIR Part 34.
Official guidance page and linked regulation or PDF materials TransportThailand aircraft register publication with certificate-of-registration status, registration mark, manufacturer, model, serial number, and operator fields. Useful for Thai-registered aircraft identity, not live operations.
Official publication page and linked aircraft-register PDF files TransportAirport slot-allocation rules, coordination guidance, Level 2 and Level 3 airport context, seasonal notices, and NAC charts for Thai airports. Useful for slot and capacity intelligence, not public airline-by-airline live slot holdings.
Official slot-allocation notices, coordination parameters, NAC charts, and guidance pages TransportAir Operator Certificate holders of Thailand with AOC number, operator identity, certificate status, and issue/amendment context. Use for airline and operator legality, not schedules or sales availability.
Official certificate-status page and linked operator tables TransportDaily airport passenger and movement statistics by airport in Thailand. CAAT notes the data comes from AOT, Department of Airports, U-Tapao, and Bangkok Airways and is preliminary while airlines and AOT verify it.
Official dashboard/publication page TransportDepartment of Airports open-data discovery layer and catalog API metadata for airport datasets, administrative data, and published resources.
Agency CKAN-style catalog, dataset pages, and API metadata TransportThai Flight Information boards for Department of Airports-managed airports. Useful public arrivals/departures surface, but no general documented bulk flight API was verified.
Public flight-information web boards for DOA airports TransportThailand car-rental and car-sharing marketplace with private-owner cars, local rental companies, global brands, airport coverage, and self-drive or with-driver options. Use for marketplace discovery and service-type context, not open bulk inventory ingestion.
Public app listing and consumer marketplace/app surfaces; no documented open bulk API was verified TransportModern airline-retail API for flight offers, booking, ancillaries, seat selection, and order management across participating airlines and NDC content.
Developer documentation for flight search, booking, seats, baggage, ancillaries, and order management TransportFlight status, tracking, airport boards, historical flights, and alerting from FlightAware. Strong live-flight and airport-status layer, but commercial and usage-metered.
Commercial query API and developer portal TransportReal-time aircraft positions, flight summaries, airport and airline metadata, and historical tracks through Flightradar24's commercial API.
Commercial REST API documentation and subscription product TransportCommercial POI layer for taxi stands, operator offices, airport pickup points, opening hours, contact data, reviews, and map links. It is not a legal registry or ride-dispatch feed.
Places API search, nearby search, place details, and place types such as taxi_stand with commercial terms TransportCommercial POI layer for rental offices, motorcycle-rental shops, airport counters, business status, hours, phone numbers, reviews, and coordinates. It is not a legal company registry or live rental inventory API.
Places API search, nearby search, place details, hours, ratings, photos, and business-status fields with commercial terms TransportAir-cargo data-sharing standard with common data model and standardized secured web API concepts. Useful for cargo schema design, not a public feed of Thai cargo shipments.
Public standard documentation, API/data-model references, and implementation resources TransportThailand-local POI/search layer useful for taxi stands, operator offices, Thai-language place names, address normalization, and nearby search. Use as licensed enrichment alongside OSM, Google, and airport/operator pages.
Longdo Place API for Thai-local place search, details, reverse geocoding, phone, website, and category data TransportThailand-local POI and search layer useful for rental offices, Thai-language branch names, airport vicinity search, and address normalization. Use as licensed enrichment alongside OSM, Google, and airport/operator pages.
Longdo Place API and related map/place search services for Thai-local search, details, reverse geocoding, phone, website, and category data TransportStatic stop, station, pier, connected-mode, and park-and-ride context; pair with GTFS stops and OSM for station pages.
Compressed text downloads and GTFS-related static data TransportCommercial Thai location platform for taxi stands, operator offices, airport pickup points, routing, and nearby place enrichment. Treat as licensed POI and routing enrichment, not a legal taxi or dispatch API.
NOSTRA Map developer platform APIs for POI search, geocoding, routing, and Thai location services TransportCommercial Thai location platform for rental branches, airport counters, routing, and nearby place enrichment. Treat as licensed POI enrichment, not a legal company or live inventory feed.
NOSTRA Map developer platform APIs for POI search, geocoding, routing, and Thai location services TransportReal-time flight status, airline schedules up to two years ahead, connections, and alerting through OAG aviation APIs. Strong commercial layer for schedules and status, not a free public feed.
Commercial REST API and alerts documentation TransportADS-B state vectors, tracks, and aircraft movement data for research and non-commercial use. OpenSky explicitly does not provide commercial schedule or delay data beyond what can be derived from ADS-B.
Public ADS-B state-vector and track API TransportOpen airport, runway, navaid, and country reference datasets with ICAO/IATA codes, coordinates, elevation, municipality, and link fields. Useful as an open master-data backup, not an official Thai regulator source.
Open CSV data dumps and reference documentation TransportLive flight-price search and itinerary retrieval from Skyscanner partner inventory. Useful for current price discovery, but prices are perishable and not an official schedule or airport source.
Developer documentation for live flight-price search and itinerary retrieval TransportState Railway of Thailand schedule and route pages for intercity and excursion trains, station pairs, departure and arrival times, and service notices. Useful for public train timing context, but no clean national realtime bulk timetable API was verified.
Official public timetable, route, trip, and service pages TransportRoad Safety Collaboration dashboard for road-accident injury and death context. Useful as a road-risk layer for vehicle-rental guidance, especially motorcycles and long drives.
Public dashboard and related public resources Water and hydrologyFactory monitoring layer for parameters such as BOD, COD, flow, and related compliance signals in industrial contexts. Treat it as regulated operational infrastructure, not open national water-quality data.
Online pollution monitoring system surface for industrial air and water pollution monitoring Water and hydrologyPublic-facing slice of PCD wastewater and effluent-control operations, useful for facility guidance, inspection context, and wastewater-treatment standards. It does not expose a comprehensive public realtime industrial effluent feed.
Public download center and guidance for pollution inspection and wastewater-treatment control workflows Water and hydrologyPrimary official marine/coastal quality layer for Thailand MWQI and sampling-round context. Good for coastal status and pollution hotspots, not for same-day beach bacteria guarantees.
PCD marine/coastal water-quality pages, MWQI summaries, and linked statistics/publications Water and hydrologyPrimary official source for Thailand surface-water quality, WQI, and public water-quality service guidance. Use it for national river and lake status, not as a universal realtime API.
PCD water-quality pages, publications, and linked national datasets for surface-water monitoring and WQI Weather, environment, and disastersThailand PM2.5, PM10, AQI, and air-quality station data.
JSON/XML/API-style feeds and dashboards Weather, environment, and disastersBangkok-specific air-quality dashboard with district and station context for PM2.5 and related urban monitoring. Useful as Bangkok confidence enrichment on top of national AQ sources, but do not imply a stable public bulk API until a public endpoint is verified.
Official public dashboard and backend surface; confirm public data endpoints before production ingestion Weather, environment, and disastersRegional haze and hotspot context for burning-season pages, cross-border smoke interpretation, satellite fire detections, rainfall, wind, and haze-map overlays. Hotspots are possible active fires and can be missed or falsely detected; use as regional context, not station-level PM2.5 proof.
Public ASEAN haze GIS portal, hotspot information pages, satellite overlays, haze maps, and WIS 2.0 pilot catalog context Weather, environment, and disastersFlood, fire, drought, PM2.5, rainfall forecasts, flood imagery, and disaster geospatial layers.
API, WMS, geospatial layers Weather, environment, and disastersGlobal aviation weather API for METAR, TAF, SIGMET, station info, and recent archives. Useful as a machine-readable backup or cross-check for Thai airport weather.
Public API, OpenAPI spec, and cache-file downloads for machine-to-machine aviation weather access Weather, environment, and disastersGlobal air-quality API filterable to Thailand.
REST API Weather, environment, and disastersPollution complaint intake and routing for loud noise, vibration, construction, restaurants, entertainment venues, factories, and other nuisance-noise cases.
Official public complaint portal; no full open case database verified Weather, environment, and disastersHistorical daily average Leq data from Pollution Control Department noise-monitoring stations, typically published as yearly CSV files for nationwide station records.
CKAN dataset with CSV download resources Weather, environment, and disastersOfficial Pollution Control Department ambient-noise monitoring surface with station codes, area type, update time, Leq 24hr, hourly Leq, Lmin, Lmax, and station detail views. Daily station data is presented as preliminary monitoring data.
Public monitoring dashboard and station pages; no documented bulk public JSON API verified Weather, environment, and disastersThai aviation meteorology portal for airport weather, METAR, TAF, and aviation-warning context. Best official local weather layer for Thai airports, though public API documentation is unclear.
Official aviation meteorology portal and airport weather pages Weather, environment, and disastersAir-quality station feeds including Bangkok and Thailand stations.
API