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FreeResearch InstituteGlobal
BCCAQ Global CMIP6 Dataset
Bias correction constructed analogues with quantile mapping
nature.com
At a glance
- Region
- Global
- Coverage
- Global bias-corrected daily data
- Access
- Free
- Category
- Research Institute
- Last updated
- 2025
What's inside
- Statistical Downscaling
- BCCAQ Method
- Daily Data
- Extreme Events
- 18 GCMs
What you can do with it
Typical work that data of this type supports.
- 01
Risk screening
Screen projects and assets for climate risk.
- 02
Future water
Estimate water availability under future scenarios.
- 03
Design standards
Update design rainfall and flows for a changing climate.
Where AI adds value
Ideas for machine learning and AI agents built on this kind of data.
- 01
Bias correction
Correct and downscale climate model output for a site.
- 02
Emulators
Replace slow model runs with fast ML emulators.
- 03
Scenario selection
Find the few projections that matter for a decision.
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