ISIMIP Inter-Sectoral Impact Model Intercomparison Project Water Sector
Multi-model ensemble of global water sector impact projections under different climate and socioeconomic scenarios
isimip.org
At a glance
- Region
- Global
- Coverage
- Global water sector climate impact projections
- Access
- Registration Required
- Category
- Research
What's inside
- Climate Impact
- Water Scarcity
- Hydrological Projections
- Multi-model
What you can do with it
Typical work that data of this type supports.
- 01
Risk screening
Screen projects and assets for climate risk.
Because it has: Climate Impact
- 02
Future water
Estimate water availability under future scenarios.
- 03
Design flows
Estimate 1-in-50 and 1-in-100 year floods for bridges, culverts and spillways.
Because it has: Hydrological Projections
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
Flow forecasting
Train LSTM-style models on past records to forecast river levels and flow days ahead.
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