Data Sources
20+ integrated free, public, and government-verified data sources powering BrazilRisk
API Status Monitor
NASA POWER
Monthly updates
NASA FIRMS
Near real-time (3h delay)
NASA EONET
Real-time events
IBGE
Annual census data
CEMADEN
Real-time alerts
INPE Queimadas
Daily satellite passes
SUSEP SES
Quarterly (15-day refresh)
CNseg
Quarterly reports
World Bank CCKP
Annual projections
ViaCEP
Real-time lookup
OpenWeatherMap
Current conditions
ANA HidroWeb
Daily river levels
INMET BDMEP
Hourly stations
MapBiomas
Annual land use maps
Climate Watch
Annual GHG data
Copernicus CAMS
Daily air quality
DataSUS
Monthly health data
BR-DWGD
Daily gridded (since 1961)
Carbon Intensity
Real-time forecast
Probable Futures
Scenario projections
Brazilian Government
NASA & International Space Agencies
International Climate & Policy
Weather & Environmental Data
Data Integration Methodology
Collection
Data is collected via REST APIs, CSV downloads, and web scraping from official government portals. All sources are free and publicly available. Data is cached locally with configurable TTL.
Processing
Raw data is normalized, geocoded, and cross-referenced across sources. Insurance data from SUSEP is matched with CEMADEN event records and NASA satellite observations for validation.
Analysis
Actuarial methods (Chain-Ladder, BF, MLE fitting) are applied to SUSEP data. Climate projections use IPCC AR6 scenarios (RCP 4.5/8.5). Risk scores combine frequency, severity, and exposure factors.
