Satellite-grade drought intelligence
for Southeast Asia
Province-level drought data, with rainfall inputs checked against NOAA ground stations. Built for insurance, agribusiness, and logistics teams.
THA Bias
0.996×
54 NOAA stations
MYS Bias
1.002×
16 NOAA stations
VNM Bias
1.284×
12 valid stations · MDI compensated
MDI Index
v2.2
SPEI-3 · VCI · ESI · SMI
Choose your access model
API for developers. Platform for analysts. Bundle for teams that need both.
API Only
Climate data in your stack
REST API for drought, flood, and wildfire risk at any coordinate. Integrate into your models, dashboards, or apps.
or from $15/mo
- ✓ All risk endpoints (drought, flood, wildfire)
- ✓ Province-level granularity
- ✓ SPEI-3, MDI, ERA5 raw data
- ✓ Batch endpoint + webhooks
- ✓ Usage dashboard + API key management
Platform Only
Drought intelligence in your browser
Interactive dashboard with AI-generated narratives, province drill-down, alert system, and saved locations.
All countries included
- ✓ Interactive drought map (province-level)
- ✓ AI narrative — Claude Sonnet monthly analysis
- ✓ Alerts D0–D4 via email
- ✓ Saved locations & watchlists
- ✓ Full history + SEAS5 forecast
Bundle
Full stack climate intelligence
API + Platform combined. The fastest way to operationalise climate risk for your team and your applications.
Save $5/mo vs separate
- ✓ Everything in API Pro
- ✓ Everything in Platform Pro
- ✓ 10,000 API calls / month
- ✓ AI narrative + alerts + saved locations
- ✓ Annual option: $23/mo (save 20%)
Southeast Asia Pack — Coming soon
THA · MYS · VNM · 156 provinces · $99/mo (save 15%)
Global Coverage
28+ countries across 4 tiers. Core countries are production-ready now. Standard, Advanced & Frontier coming Q3–Q4 2026.
Built for your industry
Insurance & Reinsurance
- → Parametric drought trigger design
- → P&C portfolio exposure mapping
- → Province-level severity index (D0–D4)
- → SEAS5 forecast for forward-looking risk
Agribusiness & Commodity
- → Crop yield impact assessment
- → Supply chain origination risk
- → Central Highlands coffee/rubber monitoring
- → Monthly AI narrative for ops briefings
Logistics & Supply Chain
- → Route risk scoring by province
- → Warehouse location due diligence
- → Multi-country exposure dashboard
- → Alert integration (webhook / email)
Estimate your bill
Build your plan and see the total before committing.
Frequently asked questions
What data sources power GlobMaps?
ERA5 reanalysis (ECMWF), NDVI/VCI (NASA MODIS and NOAA STAR), SEAS5 seasonal forecasts, and NOAA GHCND ground station data to measure rainfall bias. Our MDI (Multi-Index Drought) metric combines SPEI-3, VCI, ESI, and soil moisture. For provinces where a data layer is unavailable, the current MDI may understate drought severity.
How accurate is the drought data?
Thailand bias: 0.996× vs NOAA stations (54 stations). Malaysia: 1.002× (16 stations). Vietnam: 1.284× — ERA5 overestimates precipitation; our MDI compensates via VCI (25% weight; NASA MODIS and NOAA STAR). See /methodology for full validation stats.
How often is data updated?
Near-real-time ERA5 data is reprocessed monthly after ERA5 publishes the previous month (around the 6th). SEAS5 seasonal forecasts are updated monthly. API responses are cached for 5 minutes.
Can I access historical data?
Yes — full ERA5 climatology is available for all covered countries. The dashboard shows history by default; the API accepts a `date` parameter for historical queries.
Which countries are covered?
Core tier (production-ready): Thailand, Malaysia, Vietnam ($39/mo). 25+ additional countries across Standard, Advanced, and Frontier tiers are in our pipeline — see the coverage map below.
Do you offer enterprise contracts?
Yes. For white-label, SLA, on-premise deployment, or volume pricing contact sales@globmaps.com. Custom data pipelines for additional countries available on request.
Ready to start?
Sandbox is free — 500 API calls per month, no credit card required.