Climate
Intelligence
API Platform
Province-level climate risk for Southeast Asia. Free to start, live in minutes.
47+
Data Sources
0.25°
ERA5 Grid
<3s
API Response
225
Provinces & States
Scientific data sources & methodology standards
Why GlobMaps
Built different. By design.
Enterprise tools cost six figures. General weather APIs lack depth. We fill the gap.
Province-level SEA drought — unique
MDI v2.2 covering 156 provinces across Thailand, Vietnam & Malaysia. Province-level drought index for SEA doesn't exist anywhere else at any price.
Free to start — no sales call required
Get an API key instantly. No demo booking, no contract, no minimum. Start free, upgrade when you see the value.
Transparent pricing & open methodology
Free / $19 / $29 / $99 — published openly. Built on ERA5 + SPEI, fully documented and validate-able.
Complement your global tool — not a downgrade
Jupiter and Maplecroft are enterprise compliance tools at six-figure prices. GlobMaps gives SEA province-level depth they can't match, starting free.
Platform APIs
One key. Every climate signal.
Query any coordinate. Integrate in minutes.
Drought API
SPEI · SPI dual indices · D0–D4 severity · ERA5 reanalysis · 0.25° resolution
GET /api/risk-map/droughtView API docsFlood API
Pluvial · fluvial · coastal flood risk · GloFAS · ERA5 · return period analysis
GET /api/risk-map/floodView API docsWildfire API
Fire Weather Index · NASA FIRMS active fires · NDVI fuel load · ERA5
GET /api/risk-map/wildfireView API docsClimate Risk Scoring
Composite 0–100 score · flood · wildfire · drought · heatwave · 47+ sources
POST /api/risk-map/scoreView API docsCyclone API
Tropical cyclone track, intensity, landfall probability & storm-surge exposure — IBTrACS + ECMWF/GFS ensemble.
GET /api/risk-map/cycloneComing SoonExtreme Heat API
Heat-index, heatwave-day frequency & health/labor-productivity risk — built on the ERA5-Land engine.
GET /api/risk-map/heat-researchComing SoonAir Quality API
PM2.5, AQI & transboundary-haze nowcast — Sentinel-5P + OpenAQ ground stations.
GET /api/risk-map/air-qualityComing SoonLandslide API
Rainfall-triggered landslide susceptibility & nowcast — NASA LHASA + satellite rainfall + terrain DEM.
GET /api/risk-map/landslideComing SoonSea-Level Rise API
Coastal inundation & relative sea-level projections — satellite altimetry + high-res coastal DEM.
GET /api/risk-map/sea-levelComing SoonWater Stress API
Basin supply-demand gap & reservoir-stress scoring — hydrology + withdrawal data (beyond drought).
GET /api/risk-map/water-stressComing SoonTwo Ways to Use Climate Intelligence
API or Platform — you choose.
The same satellite-grade data, built for two different workflows.
Climate Data API
REST API for embedding satellite-grade climate risk into your application. One API key. Structured JSON responses. Any language, any cloud.
- › Drought, flood, wildfire & composite risk scoring
- › Province-level + 0.25° grid resolution
- › SEAS5 6-month seasonal forecast
- › 500 calls/month free · No credit card
Climate Intelligence Platform
No-code dashboard for risk managers and analysts. Monitor drought stress across your locations, configure severity alerts, and access AI-generated monthly risk narratives.
- › Interactive drought monitor by province (D0–D4)
- › Automated severity alerts by email or webhook
- › AI-generated monthly risk narratives
- › PDF/CSV risk report export
Use Cases
Built for high-stakes decisions.
From underwriting to field operations — one API, many industries.
Insurance & Reinsurance
Automate climate risk underwriting at scale. Score any property coordinate for flood, drought, and wildfire exposure — reducing manual assessment from weeks to milliseconds.
- › Portfolio-level aggregation
- › Return period analysis
- › Catastrophe modeling input
Finance & Investment
A quantified physical-hazard signal — multi-hazard scores on a 30-year baseline — to inform climate-risk analysis for portfolios and assets as one input among many. Not a sole basis for credit, provisioning, or capital-allocation decisions.
- › Physical risk scoring
- › TCFD / ISSB inputs
- › Portfolio heat mapping
Agriculture & Food Supply
Monitor drought stress across growing regions in real time. SPEI indices and ERA5 baseline give agronomists and commodity traders a 30-year context for every data point.
- › SPEI-1/3/6/12 indices
- › Crop stress early warning
- › Seasonal forecast (SEAS5)
Logistics & Supply Chain
Anticipate weather and drought disruption across routes, ports, and supplier regions. Real-time and seasonal signals keep supply chains ahead of climate shocks.
- › Route & port exposure
- › Supplier-region monitoring
- › Disruption early warning
Energy & Utilities
Protect generation and grid assets from drought, heat, and extreme weather, and anticipate demand swings. Hydrological and SPEI signals inform hydropower and reservoir planning.
- › Hydropower & reservoir signals
- › Demand-driver forecasting
- › Asset exposure scoring
Government & Public Sector
Back drought declarations, disaster response, and adaptation planning with transparent, province-level hazard data built on open reanalysis.
- › Province-level monitoring
- › Early-warning triggers
- › Open, auditable methodology
Infrastructure & Real Estate
Embed climate risk into site selection, ESG reporting, and asset valuation. Multi-hazard composite scores give developers and investors a single number for any location on Earth.
- › Multi-hazard composite 0–100
- › ESG disclosure inputs
- › Global coordinate coverage
ESG & Sustainability
Quantify and disclose physical climate risk for reporting frameworks. Auditable multi-hazard scores give sustainability teams auditable, consistent numbers for any location.
- › TCFD / ISSB / CSRD-aligned inputs
- › Physical risk disclosure
- › Auditable hazard scores
How It Works
Integrate in three steps.
Get your API key
Register free — no credit card required. 500 calls/month included on the free tier. Production keys available instantly on paid plans.
Query any coordinate
Pass lat/lng to any endpoint. Get back a structured JSON response with risk scores, indices, severity levels, and data source metadata in under 3 seconds.
Embed in your application
SDKs for Python and R. Raw REST for any stack. Webhook alerts for threshold breaches. GeoJSON output for map integrations.
Pricing
Start free. Scale as you grow.
Per-country pricing. No surprise bills.
Free
$0
500 calls / mo
- ✓ SPEI-1 only (1-month drought)
- ✓ 1 country · Province resolution
- ✓ 1 year historical data
- ✓ Community support
Pro Bundle
$29
10,000 calls / mo
- ✓ SPEI-1/3/6/12 + SPI all timescales
- ✓ Province + Grid resolution
- ✓ 5 years historical data
- ✓ Email support · Overage: $0.002/call
For teams & business
Business Bundle
$109
75,000 calls / mo
- ✓ Full ERA5 historical (1991–present)
- ✓ SEAS5 6-month seasonal forecast
- ✓ ENSO / IOD / MJO climate context
- ✓ 99.9% uptime SLA · Priority support
Common questions
Before you start
ERA5 / CDS is free — why pay for GlobMaps?
We turn raw ERA5 into province-level MDI/SPEI ready to use — no pipeline to run yourself. Start free and compare against your own source.
How accurate is the data?
ERA5 (ECMWF) + SPEI (international standard) + MDI calibrated for SEA. Methodology is fully open — validate it against your own ground data on the free tier.
Why not use Jupiter / a global platform?
Jupiter is a global compliance tool for Tier-1 banks at six-figure annual prices. GlobMaps is SEA province-level drought starting at $0 — a different market, not a downgrade. Use both.
You only cover SEA?
Thailand, Vietnam & Malaysia (156 provinces) plus India — live today. Indonesia is next. If SEA is your priority, we give province-level depth that global platforms can't match — and you can use us alongside a global tool.
Is $19–$99 worth it?
We're affordable because we have no sales team, account managers, or demo overhead — costs enterprise tools pass on at six-figure prices. Start free, upgrade when you see the value.
Request
curl "https://climate.globmaps.com/api/risk-map/drought\ ?lat=13.75&lng=100.5" \ -H "x-api-key: YOUR_KEY"
Response
{
"data": {
"location": { "country": "THA", "distanceKm": 0 },
"period": { "month": "2026-03", "baseline": "1991-2020" },
"drought": {
"score": 42,
"level": "moderate",
"indices": { "spei3": -1.21, "spei6": -0.58 },
"severity": { "spei3": "D1", "spei6": "D0" }
}
},
"meta": { "rateLimitRemaining": 98, "tier": "STARTER" }
}Start building
ERA5 climate intelligence.
Free to start.
500 calls/month free. Production SLA from $29/month. No credit card required.